diff --git a/Satellite_ECVs/Land_Hydrology/satellite_satellite-lake-water-temperature_validation_q02.ipynb b/Satellite_ECVs/Land_Hydrology/satellite_satellite-lake-water-temperature_validation_q02.ipynb index 72bacb54..69d73896 100644 --- a/Satellite_ECVs/Land_Hydrology/satellite_satellite-lake-water-temperature_validation_q02.ipynb +++ b/Satellite_ECVs/Land_Hydrology/satellite_satellite-lake-water-temperature_validation_q02.ipynb @@ -2,25 +2,25 @@ "cells": [ { "cell_type": "markdown", - "id": "0", + "id": "1", "metadata": {}, "source": [ - "# Satellite data for climate change monitoring" + "# Satellite Data for Trend Analysis of Lake Surface Water Temperature in Climate Change Monitoring" ] }, { "cell_type": "markdown", - "id": "1", + "id": "2", "metadata": {}, "source": [ - "Production date: 10-28-2024\n", + "Production date: 12-Nov-2024\n", "\n", "Produced by: Camila Trigoso (VUB)" ] }, { "cell_type": "markdown", - "id": "2", + "id": "3", "metadata": { "editable": true, "jp-MarkdownHeadingCollapsed": true, @@ -35,7 +35,7 @@ }, { "cell_type": "markdown", - "id": "3", + "id": "4", "metadata": {}, "source": [ "## ❓ Quality assessment question(s)\n", @@ -44,40 +44,37 @@ }, { "cell_type": "markdown", - "id": "4", + "id": "5", "metadata": { "tags": [] }, "source": [ - "Cases of an increasing trend in lake surface water temperature (LSWT) have been observed in numerous lakes across various regions, including the United States, Europe, and other parts of the world. [1][2]. For example, in Lake Superior, Austin and Colman found that summer LSWT (July, August, and September) increased at a rate of (11±6)×10^-2 °C per year from 1979 to 2006. They attribute this trend to the earlier retreat of winter ice, which causes the positive overturning period to begin sooner, allowing the lake more time to warm. Their analysis was based on measurements from in-situ buoys [3].\n", + "Cases of an increasing trend in lake surface water temperature (LSWT) have been observed in numerous lakes across various regions, including the United States, Europe, and other parts of the world [1][2]. For example, Austin and Colman (2008) found that summer LSWT in Lake Superior increased at a rate of (11±6)×10^-2 °C/year from 1979 to 2006. They attributed this trend to the earlier retreat of winter ice, which causes the positive overturning period to begin sooner, allowing the lake more time to warm. Their analysis was based on measurements from in-situ buoys [3]. Later, the Great Lakes Integrated Sciences and Assessments (GLISA) analyzed the annual mean LSWT of Lake Superior between 1995 and 2021. The increasing long-term trend observed by Austin and Colman was not apparent in the period analyzed by GLISA. However, they noted a shift to higher temperatures after 1998 [4]. The LSWT data analyzed by GLISA was derived from satellite observations and obtained through the NOAA Great Lakes CoastWatch [5].\n", "\n", - "On a different study, the United States Environmental Protection Agency (EPA) used satellite-derived LSWT data, provided by NOAA, as a climate change indicator for the Great Lakes. A slight increase in LSWT has been observed over the period of 1995 to 2023 in the Great Lakes, particularly during the spring and summer seasons [4].\n", - "\n", - "The objective of this study is to evaluate whether the [satellite-lake-water-temperature](https://cds.climate.copernicus.eu/datasets/satellite-lake-water-temperature?tab=overview) dataset is suitable for climate change monitoring, using Lake Superior as a case study. This study also aims to compare the results derived from this dataset with findings in the existing literature." + "The objective of this study is to evaluate whether the [satellite-lake-water-temperature](https://cds.climate.copernicus.eu/datasets/satellite-lake-water-temperature?tab=overview) dataset from the Climate Data Store (CDS) is suitable for climate change monitoring, using Lake Superior as a case study. We calculated the trend summer LWST for a period of 28 years, from 1995 to 2023." ] }, { "attachments": {}, "cell_type": "markdown", - "id": "5", + "id": "6", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ "## 📢 Quality assessment statement\n", - "\n", "```{admonition} These are the key outcomes of this assessment\n", ":class: note\n", - "* The dataset [satellite-lake-water-temperature](https://cds.climate.copernicus.eu/datasets/satellite-lake-water-temperature?tab=overview) is suitable for climate change monitoring using data of quality level 4 and 5. It has data from 1995 to 2023, almost 30 years of data which are nessary to observe climate trends. \n", - "* Complementing the data with that of previous year from in-situ measurments is necessary to have a fuller picture of the behavior of the climate trend of the LSWT.\n", - "* The dataset has information for more locations the insitu buoys could gather. Both insitu and satelite derived data have pros anc cons that have to be weightes for their analisys and can be complementary.\n", - "* The dataset had very similar values for the daily mean of LSWT to the ones used for analysis by the NOAA. \n", + "* Lake Superior's summer LSWT trend from 1995 to 2023 shows a slightly negative slope, though this trend is not statistically significant. The mean summer temperature during this period was 14.1 °C.\n", + "* The satellite-lake-water-temperature dataset and NOAA’s satellite-derived LSWT data are closely aligned, showing very similar values. Thus, the pattern of our summer mean results resembles the yearly mean trends reported by GLISA.\n", + "* This dataset is valuable for climate change monitoring. However, complementing it with in situ data from years prior to 1995, if available, could provide a more comprehensive understanding of long-term trends.\n", "```" ] }, { "cell_type": "markdown", - "id": "6", + "id": "11", "metadata": { "editable": true, "slideshow": { @@ -88,25 +85,30 @@ "source": [ "## 📋 Methodology\n", "\n", - "The analysis and results are organised in the following steps, which are detailed in the sections below:\n", + "The analysis and results are organized in the following steps, which are detailed in the sections below:\n", "\n", "**[](section-1)**\n", - " * Download satellite water temperature data for the summer months (July, August, September) between 1995 to 2023.\n", + " * Download satellite water temperature data for the summer months (July, August, September) from 1995 to 2023.\n", "\n", "**[](section-2)**\n", - " * Filter the data by quality level and lakeid.\n", + " * Filter the data by quality level and lake ID.\n", " * Calculate the spatial weighted mean of LSWT.\n", "\n", "**[](section-3)**\n", - " * Calculate the summer yearly mean of LSWT, perform linear regression to obtain the slope and plot.\n", + " * Calculate the yearly summer mean of LSWT.\n", + " * Perform linear regression.\n", + " * Plot the results.\n", " \n", "**[](section-4)** \n", - " * Plot summer daily LSWT for two time periods for comparison: 2014–2023 versus 1995–2004.\n" + " * Calculate the day of the year mean of LSWT.\n", + " * Load the NOAA dataset with the average LSWT for day of the year for the period 1995 to 2023.\n", + " * Plot the day of the year mean of LSWT for the CDS dataset and the NOAA dataset.\n", + " * Observe the pattern of yearly LWST by GLISA in relation to the results from Section 3. " ] }, { "cell_type": "markdown", - "id": "7", + "id": "12", "metadata": {}, "source": [ "## 📈 Analysis and results" @@ -114,7 +116,7 @@ }, { "cell_type": "markdown", - "id": "8", + "id": "13", "metadata": { "editable": true, "papermill": { @@ -138,8 +140,8 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "9", + "execution_count": 74, + "id": "412da4bb-d352-41e7-a3f7-0d0e1ea7e3e4", "metadata": {}, "outputs": [], "source": [ @@ -157,7 +159,7 @@ }, { "cell_type": "markdown", - "id": "10", + "id": "59ae5b4a-0391-4430-aa63-07aeaf6db245", "metadata": {}, "source": [ "#### Set variables" @@ -165,8 +167,8 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "11", + "execution_count": 75, + "id": "09950dfc-e085-4800-a811-162e3ca6d459", "metadata": {}, "outputs": [], "source": [ @@ -184,7 +186,7 @@ }, { "cell_type": "markdown", - "id": "12", + "id": "5e97289f-e272-4179-8a53-43eef1039a62", "metadata": {}, "source": [ "#### Set the data request" @@ -192,8 +194,8 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "13", + "execution_count": 76, + "id": "c978e86a-9b4c-480a-a280-3dacbed3fe9e", "metadata": {}, "outputs": [], "source": [ @@ -213,7 +215,7 @@ }, { "cell_type": "markdown", - "id": "14", + "id": "731df6eb-5f83-4379-85f8-f981ff680903", "metadata": {}, "source": [ "#### Download data" @@ -221,15 +223,15 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "15", + "execution_count": 77, + "id": "afd2b215-c843-4545-ad92-a85e12a3f403", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 29/29 [00:14<00:00, 2.00it/s]\n" + "100%|██████████| 29/29 [00:09<00:00, 3.13it/s]\n" ] } ], @@ -245,7 +247,7 @@ }, { "cell_type": "markdown", - "id": "16", + "id": "17", "metadata": { "editable": true, "papermill": { @@ -269,8 +271,8 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "17", + "execution_count": 78, + "id": "a72d9417-d8b7-48e5-b1d9-f18a83d73ea0", "metadata": {}, "outputs": [ { @@ -292,27 +294,36 @@ ")" ] }, + { + "cell_type": "markdown", + "id": "348a9783-62fa-464e-b6f3-03a733f84fd9", + "metadata": {}, + "source": [ + "##### Figure 1\n", + "Map to identify Lake Superior ID" + ] + }, { "cell_type": "code", - "execution_count": 10, - "id": "18", + "execution_count": 80, + "id": "6e8adc47-ca39-46b9-82af-dbcb7b7e677b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[ 2 300000709 300008645]\n" + "[2.00000000e+00 3.00000709e+08 3.00008645e+08 nan]\n" ] } ], "source": [ - "print(ds[\"lakeid_CCI\"].values)" + "print(np.unique(ds[\"lakeid_CCI\"].values))" ] }, { "cell_type": "markdown", - "id": "19", + "id": "ae7bef3c-9dc7-4a79-aa00-2bd13e82bfbf", "metadata": {}, "source": [ "#### Data filtering" @@ -320,10 +331,10 @@ }, { "cell_type": "markdown", - "id": "20", + "id": "ea31057d-3039-419d-9bb1-9020700a99f4", "metadata": {}, "source": [ - "It can be observed that the lakeid of Lake Superior is 2.\n", + "It can be observed that the lake ID of Lake Superior is 2, which is the lowest value when printing the values, and it is plotted in purple.\n", "Regarding the quality level. We will only use these levels:\n", "- 4: good quality\n", "- 5: best quality" @@ -331,8 +342,8 @@ }, { "cell_type": "code", - "execution_count": 11, - "id": "21", + "execution_count": 81, + "id": "b3811828-8ea4-4d60-a5eb-576837bd1aba", "metadata": {}, "outputs": [], "source": [ @@ -352,7 +363,7 @@ }, { "cell_type": "markdown", - "id": "22", + "id": "e8e744d5-f795-4e4d-9a3c-0f30bb3baa39", "metadata": {}, "source": [ "#### Spatial weighted mean" @@ -360,8 +371,8 @@ }, { "cell_type": "code", - "execution_count": 12, - "id": "23", + "execution_count": 82, + "id": "69c89513-f6c1-4190-a0e2-23e1f8eed462", "metadata": {}, "outputs": [], "source": [ @@ -371,38 +382,38 @@ }, { "cell_type": "markdown", - "id": "24", + "id": "07d89248-6644-4362-8e33-4c447432d32c", "metadata": {}, "source": [ "(section-3)=\n", "### 3. Summer yearly mean analisys\n", - "#### Yearly mean and standard error of the mean (SEM)" + "#### Summer yearly mean and standard error of the mean (SEM)" ] }, { "cell_type": "code", - "execution_count": 23, - "id": "25", + "execution_count": 83, + "id": "a3c408b4-ab63-41f7-a569-2506c7bc0de6", "metadata": {}, "outputs": [], "source": [ "#Convert to °C\n", "daC = da - 273.15 #We convert to °C for comparison with Austin & Colman (2007)\n", "#Calculate the mean\n", - "yearly_mean = daC.groupby('time.year').mean(dim='time')\n", + "summer_yearly_mean = daC.groupby('time.year').mean(dim='time')\n", "#Calculate the standard deviation\n", - "yearly_std_dev = daC.groupby('time.year').std(dim='time')\n", + "summer_yearly_std_dev = daC.groupby('time.year').std(dim='time')\n", "#Calculate the SEM\n", - "yearly_counts = daC.groupby('time.year').count(dim='time')\n", - "yearly_sem = yearly_std_dev / np.sqrt(yearly_counts)\n", + "summer_yearly_counts = daC.groupby('time.year').count(dim='time')\n", + "summer_yearly_sem = summer_yearly_std_dev / np.sqrt(summer_yearly_counts)\n", "#Calculate the 95% confidence interval\n", - "ci_lower = yearly_mean - 1.96 * yearly_sem\n", - "ci_upper = yearly_mean + 1.96 * yearly_sem" + "ci_lower = summer_yearly_mean - 1.96 * summer_yearly_sem\n", + "ci_upper = summer_yearly_mean + 1.96 *summer_yearly_sem" ] }, { "cell_type": "markdown", - "id": "26", + "id": "06f6bb56-d56a-4b93-a246-3faeb32ce520", "metadata": {}, "source": [ "#### Perform linear regression for the full set (1995-2023)" @@ -410,8 +421,8 @@ }, { "cell_type": "code", - "execution_count": 24, - "id": "27", + "execution_count": 85, + "id": "1e29c653-74af-4f0d-830f-21bf14f47026", "metadata": {}, "outputs": [ { @@ -421,90 +432,35 @@ "The equation of the trend line is: \n", "y = -0.0133 °C/year * x + 40.7965 °C\n", "\n", - "Slope of the trend line: -0.013301255080500257\n", - "Intercept of the trend line: 40.79652603741349\n", - "Correlation coefficient (R value): -0.08872107726551373\n", - "P-value of the regression: 0.6471925297501394\n", - "Standard error of the slope: 0.028738752463611027\n" + "Slope of the trend line: -0.0133 °C/year\n", + "Intercept of the trend line: 40.7965 °C\n", + "Correlation coefficient (R value): -0.0887\n", + "P-value of the regression: 0.6472\n", + "Standard error of the slope: 0.0287 °C/year\n" ] } ], "source": [ "# Define the years for the full dataset and subset\n", - "years_full = yearly_mean['year'].values\n", + "years_full = summer_yearly_mean['year'].values\n", "\n", "# Perform linear regression on the full dataset\n", - "slope_full, intercept_full, r_value, p_value, std_err = linregress(years_full, yearly_mean.values)\n", + "slope_full, intercept_full, r_value, p_value, std_err = linregress(years_full, summer_yearly_mean.values)\n", "trend_full = slope_full * years_full + intercept_full\n", "\n", "# Print the linear regression equation in a readable format\n", "print(f\"The equation of the trend line is: \\ny = {slope_full:.4f} °C/year * x + {intercept_full:.4f} °C\")\n", "# Printing the results\n", - "print(\"\\nSlope of the trend line:\", slope_full)\n", - "print(\"Intercept of the trend line:\", intercept_full)\n", - "print(\"Correlation coefficient (R value):\", r_value)\n", - "print(\"P-value of the regression:\", p_value)\n", - "print(\"Standard error of the slope:\", std_err)\n" - ] - }, - { - "cell_type": "markdown", - "id": "28", - "metadata": {}, - "source": [ - "#### Perform linear regression for a subset from 1995 to 2006" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "29", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The equation of the trend line for the subset (1995-2006) is: \n", - "y = 0.0386 °C/year * x + -62.9138 °C\n", - "\n", - "Subset Linear Regression Results (1995-2006):\n", - "Slope of the trend line: 0.03858891066971359\n", - "Intercept of the trend line: -62.913759128197086\n", - "Correlation coefficient (R value): -0.08872107726551373\n", - "P-value of the regression: 0.6471925297501394\n", - "Standard error of the slope: 0.028738752463611027\n" - ] - } - ], - "source": [ - "#Create the subset\n", - "subset_1995_2006 = daC.sel(time=slice(f\"1995-07-01\", f\"2006-09-30\"))\n", - "\n", - "subset_mean = subset_1995_2006.groupby('time.year').mean(dim='time')\n", - "\n", - "# Define the years for the full dataset and subset\n", - "subset_years = subset_mean['year'].values\n", - "\n", - "# Perform linear regression on the full dataset\n", - "slope_subset, intercept_subset, _, _, _ = linregress(subset_years, subset_mean.values)\n", - "trend_subset = slope_subset * subset_years + intercept_subset\n", - "\n", - "# Print the equation of the trend line for clarity\n", - "print(f\"The equation of the trend line for the subset (1995-2006) is: \\ny = {slope_subset:.4f} °C/year * x + {intercept_subset:.4f} °C\")\n", - "\n", - "# Print the results of the linear regression for the subset (1995-2006)\n", - "print(\"\\nSubset Linear Regression Results (1995-2006):\")\n", - "print(\"Slope of the trend line:\", slope_subset)\n", - "print(\"Intercept of the trend line:\", intercept_subset)\n", - "print(\"Correlation coefficient (R value):\", r_value)\n", - "print(\"P-value of the regression:\", p_value)\n", - "print(\"Standard error of the slope:\", std_err)" + "print(\"\\nSlope of the trend line:\", round(slope_full,4),\"°C/year\")\n", + "print(\"Intercept of the trend line:\", round(intercept_full,4),\"°C\")\n", + "print(\"Correlation coefficient (R value):\", round(r_value,4))\n", + "print(\"P-value of the regression:\", round(p_value,4))\n", + "print(\"Standard error of the slope:\", round(std_err,4),\"°C/year\")\n" ] }, { "cell_type": "markdown", - "id": "30", + "id": "6dd6303b-138a-4557-9992-b1fa8e059ea1", "metadata": {}, "source": [ "#### Plot results" @@ -512,15 +468,15 @@ }, { "cell_type": "code", - "execution_count": 27, - "id": "31", + "execution_count": 120, + "id": "0c6f4ae1-eb00-4fc6-90f6-377d15382647", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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"text/plain": [ - "
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" ] }, "metadata": {}, @@ -529,125 +485,125 @@ ], "source": [ "# Plot both the original data and the trend lines\n", - "plt.figure(figsize=(10, 6))\n", + "plt.figure(figsize=(8,4), dpi=170)\n", "\n", "#Plot yearly mean with 95% confidence interval\n", - "plt.plot(years_full, yearly_mean, label=\"Summer (Jul-Aug-Sep) Mean\", marker=\"o\")\n", + "plt.plot(years_full, summer_yearly_mean, label=\"Summer (Jul-Aug-Sep) Mean\", marker=\"o\")\n", "plt.fill_between(years_full, ci_lower, ci_upper, color=\"lightblue\", alpha=0.4, label=\"95% Confidence Interval\")\n", "\n", "# Plot the trend lines\n", - "plt.plot(years_full, trend_full, label=\"Trend (All Years)\", color=\"orange\", linestyle=\"-\", linewidth=1.5)\n", - "plt.plot(subset_years, trend_subset, label=\"Trend (1995-2006)\", color=\"green\", linestyle=\"--\", linewidth=1)\n", + "plt.plot(years_full, trend_full, label=\"Trend\", color=\"orange\", linestyle=\"--\", linewidth=1.5)\n", + "mean_all=summer_yearly_mean.mean(dim='year').values.item()\n", + "plt.axhline(y=mean_all, color='red', linestyle='-', label='Mean',linewidth=1.5)\n", "\n", "# Add labels, title, and legend\n", "plt.xlabel(\"Year\")\n", "plt.ylabel(\"LSWT (°C)\") # Adjust units if necessary\n", "plt.title(\"Mean Summer Surface Water Temperature in Lake Superior\")\n", - "plt.legend()\n", + "plt.legend(fontsize=8) \n", "plt.grid(True)\n", "plt.show()" ] }, { "cell_type": "markdown", - "id": "32", + "id": "cf695498-7613-4827-a857-2dd89e8c9e2f", "metadata": {}, "source": [ - "#### Comparison to literature\n" + "##### Figure 2\n", + "Summer yearly mean from 1995 to 2023 using the CDS dataset." ] }, { "cell_type": "markdown", - "id": "33", + "id": "a13c72c8-ab49-4409-a604-7bbfe94083c0", "metadata": {}, "source": [ - "Austin and Colman found that summer LSWT (July, August, and September) increased at a rate of (11±6)×10^-2 °C per year from 1979 to 2006 [3]. Figure 1 shows the data from this paper obtained from 3 buoys, the average value for 1995 was 11.17 °C and 14.83 °C for 2005. In contrast in our analisys the mean LSWT was 13.8 °C for 1995 and 15.1 °C for 2005.\n", - "In our analysis, the earliest year we had information for was 1995, the slope of the trend for the period 1995 to 2006 was (39±3)×10^-2 °C per year. For all the years we have available data, 1995-2023, the slope was negative, (-13±3)×10^-2 °C per year. This suggests that the warming of Lake Superior ocurred mostly on beetwen 1980 and 1990 (observe Figure 2) and later acording to our data there was a slight cooling trend for summer in more recent years specifically on this lake." + "#### Analysis\n", + "The trend line in Figure 2 has a negative slope of -0.0133 °C/yr. However, the standard error of the slope is 0.0287 °C/year, which is relatively large compared to the slope itself, indicating low confidence in this trend. Additionally, the p-value of 0.6472 is substantially higher than the commonly used significance threshold of 0.05. This high p-value suggests that the trend is not statistically significant. The absence of significance could be partly due to the relatively short period of 28 years analyzed in this study, as longer time series are often needed to detect meaningful climate trends in such large water bodies.\n", + "\n", + "The findings from Austin and Colman (2008) [3] provide additional context to the LSWT trends in Lake Superior. Their analysis, which included in situ buoy measurements, showed an increasing trend in lake surface temperature during the 1980s and 1990s. This warming period may have led to elevated temperature levels that persisted in the following decades. Although the current analysis from 1995 to 2023 does not reveal a statistically significant trend, Austin and Colman's findings suggest that earlier warming could have established a higher baseline, potentially masking any recent, subtle changes in LSWT.\n" ] }, { - "attachments": { - "9446061d-4a52-4880-a827-3d6c162a4431.jpg": { - "image/jpeg": 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Q73dKzMpCqwEY+XJFfU31o9zQB8cX37GPiE6b8Gb/AE/U7ay1jw1Ppv8AwkVmrZhv0ts7WD/3kyccc5r1HxR8IfE2qftXeGfH9stmfDVjpDWVwXmInEhdiNq45HIr3XGetJtHORQB8o+LP2Nj8VPGHxhv/FlnpOPEtrb22hap5QmubExqwL8j5Tnb0NOt/wBmXxx8TG+H1j8TtaSDTvCmm5S48N3Btbh77Jj3B15VfKC9O+a+rT3NJg7qAPijWv2S/H3gO6e0+HiWmq+G9N8TWPiLSrHXdUcyNIiv9p3yEEgu7A19K/C3XPiZq91er4+8L6L4fgRAbZ9K1FrpnbPIYFRjivQwKQZDdKAPjv4Y/BPT/iV4Y1/4feIri+0vW/Cvi641tjakouLiR5ISD/F8p/Cr/gH9nf4j/Be11i/0H+x/FOqL4kutSs4tak+e5t5olQEzkFonGDnHUYFfWSW0Uc0kqQoksmPMkCgM2OmT3p+32oA+NoP2cviT4Z8ZXPxc8OaJ4etPiLq2pQtqPh9rsixjs0Qq6pLtyXc7WJxxVbRv2bvil4X8YWXxMs9K0S78ZnXdQ1S40STUWW1WO5iWMKsu3JK7c9Oa+08cCjHtxQB8kj9mXxxrn7PvxLstZbTV+Jfji5S5vFgmP2OPy5V8pFbHaMYJxya2/jfb3fiRvhV8KIUj/tuS+tdVupkJMdvHZlXbJx/FyB9K+mjndnPHpURs4PtCztBGZwMCUoN4HpnrQBP3NLSCloAKKKKACiiigBM84rmPidoN74q+H/iDSNNEZvry0eGHzW2qWI4yewqTxL4yh8N694c0uS2kmfWrh7dJFIAjKoXyfXpXRdelAHxn8MfhL8UvhZb6bJpnwS+HB1qwVlXWI9TMdxJnOW3CPIJB9arSf8E/z4j+HniO81jXdWtfiFq95NqirZ6tILC3nZ98abOjBeVzX2qB/wDWpfwxQB8X+IPgv8atUuLmPXPCng34h6Jf2iuml65d7TpF1t2N5MhQllKgHtya63WP2afFy/shT/DK11SPVteuDv330x8u2VpA/ko3dUA2r7CvqIg44pACR/SgD5q/aQ+CHifx5e/C3UNF8NaB4wXwwZhe6Rr8/l28u+BYwQdpyQRnpXH+If2dvGvjXwfommf8K38EeD0sfEdvqNzpmn3Altb22VGD+YNgy2SMCvsbGOlJztz1PpQB8tXX7Jcnw/8AE3je7+HGm6XY6T400Saxv7Bj5K2tyEPlvHgcqzHBHbGa43xn+xz438RfAnwzp9ld6fYfEGytI9J1CR5TJbz2HnLK8QJHDZUENjPGK+2OuKXHX1oA8D/a00O8n+DWjXEMLTxaFrOm6pe+WMlbeCQNKw9cAGvOfjT+x6finoes+JPAniC+t7/xTeWWrzW11dMlvcKmwgMPTaOBX1/LCk8LRSossbDDI4yGHoRSRwrEoREVEUYVVGAPYUAfLXxA+EPxP8S6P4j8AR+HfCl54P8AEFy0kmuGQQXVmsgALiELh5ExkOTk1yb/ALMvxR0XwHqHwY0q10W5+FjXFr9g1ie8KX1tEjJJLuj2/OWdWPJ4zX2mfyz3o7Dgj2oA+Mov2e/ixpllqXgCz0rQJfAGqeKG1a71SW/b7X9jdgXiEW3AbA4bNXdQ/YVs/CPi7whrHhzXtSXT7DxA+t6vcX9+5lWMQFF2E9SAAPpX2AqjvQyhwQRkEYwe9AHz9+zj5/jj4k/Ev4meV9l07WLmHSbOHnMiWm5PO57PuzX0Evr1qK3tIrWPZBFHBH12RqFH5CpRQBkeLP8AkFwf9f8AZf8ApVFWzWN4s/5BcH/X/Zf+lUVbNABRRRQBjeC/+RP0L/rwg/8ARa1s1jeC/wDkT9C/68IP/Ra1sbvmxQAtFNyc0bj6UAOrzH4if8la+Gn/AF2vP/RNemFvTqa8v+JVxHb/ABW+Gsk0iRIJrzLSMFH+p9TQB6jS18u/FL9q7WfDfhnW9S8P6ZaXUV1rEei+H7y6kCRTTKpM7SZPCqUYD14rt/hX+0VB8SPEGnxLbLb6LqOiRalaXzMPnl3MJY2H8O3bnn1piue10VXtb+2vSwt7iGfb18pw2Primw6nZ3E3lRXcEsv9xJFLcdeAaLMLotUVVfVLOOfyXu4Fmzjy2kUNk9sZp1zqNrZsFuLmGBiMhZJApI9eTRZhdFiioJr62t40kluIoo2+67uAD9CaBfWzWxuBcRG3HWXeNnp16UBdE9FQW99bXis0FxFMq/eMbhgPrim2+pWl3JsguoZnxnbHIGOPXANFmF0WaKq/2pZ/aPI+1wefu2+X5i7s+mM9aLjU7S1k8ua7ghkxnbJIFP1wTRZhdFqioLi+trNUM9xFCG+6ZHC5+maDfWy2wuDcRC3PSUuNh7delAXRPWT4qeePw3qZtboWVyLaQxXBAIRtpweeOtXob+2uI2kiuIpY0+86OCF+pHSvG/2ltWtvFXw7v/B2lanbS6prCrGbe3uVFwIQwLMgBzngUBdFr9lLVPFmvfBnRdR8ZXc9xrVwHMi3EAjZMOwA46jAHNexVQ0W1Fjo9jbKMCGCOPHfhQKv0hhRRSUALTZP9W30NAY9D1pJDiN/oaAON+Fgxpurf9hGb+Yrta8SuPiZb/C7wXPqFxH5j6h4jXS4OOFlmYKpPsDXiPhP9snxndePPsd/HZ3WmTz3dulsumy2/leQrsWFwx2SlthG1eRn2oA+26K5T4V+PIvih8OfD3iyG0exi1izS7W2kYM0YYdCR1rq6ACiiigAooooAKKKKAErnPH/AI90f4a+Fb/xDr12LPTbOJpZHYEngZwMd66M9K8r/abv47f4L6/ayRNM+poNMijWLzN0kx8tQR2GT17UAd94R8T2PjTwzpmu6ZJ5thqFulxCx6lWAI/nWvXB/A24tG+Ffh6ztGiI021TTpVhcMqSwgI65HXBU13StmgB1FFFABRRRQAUUUUAFFFJnmgDzP4of8lE+GX/AGEp/wD0Qa9NrzH4nt/xcP4Y5z/yErjt/wBMDXA/FD9prUvD/jbXfBOiadDHrUd/pulWd/d/NAkt4rMsjqOSq7eQOuaAPoyivAvDvxq8VeGfGXhfwf41t9N1LVNX1CfSvt+jyBY/Mih80ymMklARxsPPevfKAFooooAKKKKACiiigAooooA4W3+Mnhq6+KF34BW5ceILW2S6aNkOwq2cYPc8V3Ir5b8RTJZft2aLc2+pXAtl0VotTtpGVbeFnXEB6Z3Oc9+1fUgoAWiiigAoppODS96AMfxZ/wAguD/r/sv/AEqirZrG8Wf8guD/AK/7L/0qirZoAKKKKAMbwX/yJ+hf9eEH/ota1z3rI8F/8ifoX/XhB/6LWtfHvQB41+0EniPT7zwtr+l6VqvibStLvFmutD0VtlxK4+7JnI3KvOVJwc0fs22HiQ2/jTW/EOn6lo0Wua299p+m6rIWuLa3KKAjDJC8g8A4rvdL8K6nZ+OtY1ufXbi5027ijjttLJ/dW5UYZh7k81r2viLS77VrrTLfULefUbVQ09qkgMkYPQsvagD5m8S/GP4l3mrfGjw5pv2O11XRZbKDSbi3Kstqk0RfzW34BPHQ8ZNT2N/ZfFK3+C9r4mtZPFrzvdx6i2qWcWPOSLOZYxlBz025HSvddd+Evg7xINbGp+H7O8OtiMalvU5utg2pvIPOBwK4zW/DGl+C/Hfwo0TQ7GLS9Ks3vI4LSAYSNfJ6Cmm07oTSkrMsW37Mfgf/AISC/vr/AEm21LTZVjW00O4hVrGy2rgmOH7oY+uM1x/wo8FfCp/it8Q9F8PafGHS2Sz1LRJI1ayVSTuMcfQBuhGMHFfRRG4EEcHivnjwX4ZsPCn7Y3jOS2sLexg1Pw7ZtG0YwZphI5cn3xiq55Wtcj2cL3sux7J4R+HPhbwG9y/h3w7pmhSXIUTtp9qkJkC52htoGcZP51V0D4S+CPCutDV9G8KaPpeqjfi8tLKOOUbvvfMBnnvXKeKvF2vaD8UrNoZoZvBMUH/E1YyBZLS4JAjOf7hB+73Jr1SPDqrKcqwyGHej2k9ddw9lDT3VptoctffCPwTqniI69d+E9HudbMqznUJbKNp/MXG195GcjAwfYVJ4s+Gfg3x1fQ3HiTw3pGt3cUflRSahaxzOqZztBYE4yScV1VeT+LdGn8N/GLQPFsuqTx6TdRtp9zayvmFZGGIii9mY5yaftJ6O70F7KnZrlWvkdvr3w98MeKtJs9L1nQNN1TTbLb9mtLu2SSKHau0bVIwMLxx2oh+Hvhe38JyeGIvD+mx+HJAQ+lLaoLZgW3HMeNvLc9OtbdxIsEMkhbCIpYn0wK89+FPxWk+Ik2vR3enS6Q+m3BjSOdcedDn5ZwfRsHjtilzyta4/ZwveyOn8L/D3wv4Jtry38P8Ah/TdFgvCDcR2NskSzYBA3BQM8Ejn1qp4X+FHgvwTqJ1Dw/4V0jRb5ozCbixs44nKEgldygHBIHHtSN8VPB3mNEPEumGVW2mNblS27OMYz17Vgap+0F4U0fVk0yT+0p7+TJjgt7J5Gkx97aB129/SjnlrruHs4ae6tNje/wCFR+CF8S/8JCPCejjXvP8AtX9pfYo/tHnf89N+M7vfrUfjD4ZeBfFF0+s+JvDOi6pcxRBGvNQs45XWNSSBuYdBk/nWRdfEnxFqTRzeGfBlzqtiV+aa9uBZuremxxk/Wq+o6h4w8SeHL+PVdF0/w1beWyzfbZhdRsh6k7cYA9KftJ3vdi9lTtblVvQ5fxl408KeN/FWiabf+CbXxb4LgRt3iG4tFntbCU/L5YDDgnCjgeld9qem/DuDwPDo19a6GPCilUj06SOP7MDu3KBH0B3c4x1rxBfC/jK8vNM1mw8ZW9j8NtPjNnPpfh20KG6LcCeN8kAKTznPSus0L9j3wDBp8Ae81TWYXna+El3eeZ5srHPmE45OTmlzyslfYfs4XbstT1DRPCvgrwjo95pOlaZoukabfZa4sreOOKObcoUlkGM5XA57V8p+MtH8F+Ef2nfClzomnaJ4bsdFlZ7mTTkEfmxNGhU7EHzYbeMjp3r1Wx+FuneD/FlzaeMLFfEehSQmSw1i6DPcKy5LRzEHso4PfgV518PfASaV+0V4VuLaGez0u1s9Te4SMEwIjlJYQzEEAMrdD/dNaU5zbdnun+TMatOmopuOzVreq/p+R9d6LrFn4g0231LT5hcWVwu+ORQQGHrzzV+qem3trqFnDcWEsU9pIMxyQkFCPbFXKwOoKKKKAPMf2kPFvinwH8FfFXiHwfFYya1ptm9yv9oMVjWNQS7DA5YAcA8E14p4b+OPjC8+KngqLxFqdzpmia19jtLCxsreGWPUZJbUSvLMxO+MBsjgV9Va1o9l4j0m80vUrWO+0+7iaGe2mGUkRhgqR6EVxlr8B/h/pvimHxRbeFbCHxBbRLFBqCqfMiVE2qF5wMKMUAc3ovg2w+KnhLXNL1OyurI2PiCS4tJp1GRPEwMc6DPK55GetUV/Y78Bw6l/asQ1AatiRlkkvJHgjkkUrK6Qk7FLBm6DvXUfDHxhoUd5qOhSa3p8euPqEzLprXcYuWGN2RHncRjJ6dBXU6p8SPCWiasdL1HxRothqYKqbK61CGObLY2jYzBsnIxxzmq5ZPoR7SC3ZP4I8H6d8P8AwjpPhzSI2i0zTLdba3RmLEIvTmtusTxF468N+EZYYtd8Q6Voskylok1G9itzIB1Kh2GQM9qfqPjTw/o+j22r3+u6bZaTc7fIv7i8jjgl3DK7ZC21sjkYPIo5ZaaBzx1V9jZpvmKeNwznHXvWPaeNfD1/oM2uW2vaZcaLDu83UobyNraPb97dIG2jHfJ4rytfFenN8XLbX9J8XWGvaDdxiwubLTr2OaCxkOWSeQqxwzY2AnGaOWW9g54tpX3PbaWuc0P4jeE/EWoDT9J8U6Lqt+QzC1stQhmlwv3jtVieO/HFE/xI8JWut/2NN4p0WHV/NWD+z5NQhW48w4wnllt245GBjPNPkle1he0ha/Mjo6KwPEHxA8L+ErpLbXPEmkaNcyJ5qQ6hfxQOyZI3AOwJGQefapta8aeH/DdjbXura7pml2d1gQXF7eRwxy5GRsZmAbjnjtS5Zaabj54667GweRXi37WmoXOm/DHTpbW9jspD4g0xDLJ0Km5UFfqRxXqA8aeH28OnX113TDoQGTqgvI/so+bb/rc7fvcdevFeJfGvxt4c+IWueBPDVjq+j6/ot9qhnvfsd1HOY3t1EyHKsQuMbjnsKOWW9g543tcvfsjWreHfCPiXwzckNqGna/fTTFfu7ZpmkTHfoa93X07187/BPxRotx+0R8VI7LxDpuqprRs72wjsLtJwY44Qkh+UkfeIr2aP4jeE5Nd/sZfFOivrPmm3/s5dQhNx5gzlPL3btwweMZ4p8ktrC9pC17o6SkZgqlmIUDkk9q57XPiN4T8M6h9g1jxRo2k320P9lvtQhhl2nodrMDg4NYPxs8ZaL4W+HetnU9bsdJlurGZbX7RdJE8zBOkYJBY8jpnqKXLLTTcftIa67HZNrmno0am+t98nCL5q5b6DPNXc18gfD7wNp9w3wpk8Cacviqw0m5M994qvrvzZLdpFLPGv97BOPbpX192AqSr31Q6iiigYV88fFj4kfEbSfF3iXQNFGlwsdDnutGMcm6Zp1AwZQ3ygc8c19D1zfiD4e+HPFUlzJq2kW99Lc27WkryKcvC33kJ9DQB83eAfiZf+Lbj4fw6pc6nrmv6NrcljqU09tHEWma23HaEO0oN3UHtXsmvfs8+FfFPiHxVquqQyXDeIo7dLpVco0bQKVjeNxyjAE8jmuW+IHgmP4f3nwz0X4e6bpOjPDqM/2W3ukk+yj9yc7th3HjOOa9Rvh41/4Q23Fm2g/wDCV/L5zTrP9h6/NtAO/p0yetWo36mbnZtWZyHhv9mvwn4W1jw7e2a3Lx6DJJc2SXEzSyfaJFKPNJIx3OxXj5q9EvvEml6VqVnp93exQXt4SILdm+eT6Csvw+PGn/CN339uNoJ1/wCf7IdPWYWv3Rs8wOd33s5x26V4fr1p4usv2gPh/q/jFdAmuPKmsrf+w1nBUOwLFvNJ9O1Pl31WglUvbR6n0vmjNcPoq/EgeJwdWbwqfD3mSZFklyLvZg+Xyx2bvu5/HFYPxZ1z4meFbDWtX8PDwtLo1nAJoo79bj7WxAG4Eg7Ouce2M0+TW10L2ml+Vnq2aK8l8OeJPif4y8BeGNa0u18M6dfXloZdQttWM8myXd8ojMRAxjrmuy1weNP+EYsv7GbQR4i+T7Wb5ZjafdO/ywp3/exjPbOaXJtqtRupZtWeh1NFctp48a/8Ifci+bQT4q+fyDbrP9h/2N4J3/XFJ4KHjYfbP+EubQG+79l/sVZx67t/mE/7OMe9HLo3cFO7Ss9TqqK4jwsvxIGuD/hJH8LHRtr5Glpci43fwffO3HrRdL8SP+EsBtn8Lf8ACMfaE4lS5+2+Rxv5B2b/AL2O3Sn7PW10L2ml+VnzN8cprqT4v+K76xt4oG0688P3F3eLlvNt45XLp6ZAr7JsbtL6zhuYjmOZFkUn0IyK+LTF4z8UfC344RaFLo8+lLreqwTm/SY3yspGBCV+XgYxnvntXs/w98T+Obn4Z+GtKs20Ky8W2NpCt/DrizbHh8sbHj8sgsfu5PTrS5NtVqP2m+j0/rQ9xzS1yyjxp/whJy2g/wDCX44YLP8AYM7/AEz5n3Pfr7UeEx41GnX/APwk7aC1/n/Q/wCyVnEX3f8Alp5hz9707UuXRu4c+qVmcf8AEbxR4m0P4reFrTSBHc6RNZXVzf2IP76by9u3y/cZNegeGfFml+LrNrrS7pblI22Shesb91PuK+Z7uH4ka5+1R4ei1TXfDdjqGl6LdeRa6fBM0UiyBdzMJDuOOOnAzXs3wd8C+JPBNx4iGt3OlzQXt59ot1022MIwVGSQSec0pR5XYqE+dXtY7LxZ/wAguD/r/sv/AEqirZrG8Wf8guD/AK/7L/0qirZqSwooooAxvBf/ACJ+hf8AXhB/6LWtisfwX/yJ+hf9eEH/AKLWtmgDzT9pC4vLX4JeLH07V10G/wDsZEF+ysVifIwTtBOPpXJfsn6B4n0/wzrGo+MrzS9S168uwwuLCMh1h8tdqOxAJOefxrof2nPElh4d+EWrLeyzpJfYtLZLe6Fq8kzfdUSkEJnHXFcJ+xHY6/pvg/xZD4gN8JhrTeTHfagL50j8tMATAAMPwoA+kcV5l8RD/wAXa+Gv/Xa8/wDRNem9q8b+N3iL/hFvH/w71EaXqWsmOe7H2PSbfz7h8xYyqZGQO/NNJydkTKSirs9lr56+L3iXT/h1+0R8OtXvrtILXV4rqyuWdWby9ke5MbQepOOa9Z1nx+dH8H2Ov/8ACNeIL43Xl/8AErs7ESX0O8Z/eRbht29Dzwa8X+Nni6G48J6X8QZtB1PQbTRbqSa9t9atltrl449p4UsRzzt55wav2crXsR7SF7X8zW8H+PvB/iLWfHV5b6l/bVjrkqJHBHbvk+WnluMMuMhqy/g54717wCuo+Drzwd4l1GS1mNxaTTsjM1s5+UZLckYOa4j4Wwa/4w8cNr/gyfX7PTdL02a6m0/W7dbeC6uLhzLCqKGORt7+49a6Lwr428YfGzUPDF3/AGHrXgnxlosk8VzfXVj5uk9MSxv8wJYjG3jgmj2ctdNhe1ho77nr91qHxSkdXs9N8OpC/wAwS5nlEig9AcDGcda838deItc8VeJ9d8Kt4lbQ/Een6amoWtpbWazWzyAEhkZxksCOlR+G/jdYfCvxlq/h3xTqniDxDqU96qvfLZILG3DYxsYyZCAHk47GtD4vfGXQvD+saR4g0TRNY8Sz2XMuqaLYi6tEgY4lRnDD58DIHvR7OV0rbh7aCTd9jL0rwV49+MXhjRT4i1e/sfDn+u1CxvALa7uXQ42ExfdjONwIOe1U/Ah+HXib4hPJ4Zju3tJJ5tJ1S4mvJgEmt8CNFBOOST9a1vit+0h4qtdH0b/hXfw+1jxHcakR5izQtA9vGVznGD82P1rzHVtP8Yy+HbmPRfD954Gv726i1mw02WyF5eT3ED/6RI0AZcs+4HJPIGaXJK1yvaRu1fzPdPGlj4V1zVn8C+H9PsE1+VQb2W3tEMllAesjMR1PQEHOTms7xb8GvDfwxtNB8SaKjWU+gzoZLu8vXZltSf3wyx5J4znrXG6bpuuXXg/xJ4l1KPX9M1TToRK0lzZDSLrUJSCdvmb33pngDjkgVgfDz4l6F4u1rRvBPjnwp4wOq+JbORjY+JFaW2wFz+7PGQe5xxVeznrpsT7ano777Hsfxs+IECWPhq10nxDHpc2pXIY6hbnzngiC7ydi54YfLkjjPFT678QPBPxE8IXnh2K4utXM8PlNZ2aSxyyewYgc/jXj3hbxJD8KfDuv/EHX/AX9i6va3cfh+2i02IypLaGUBH2/j1r6005oLu1guorfyRKiyAPGFYZGcEdjWRseV+DtQvrLw8vhTQ/AOp+HrNIjDFLqhXyEUjBztYn1rgvh/wD8J98DrUeHPHfiXRl07WtVkh0bUw7b4jIxMcGCMZx07cV9O81zHjb4Z+HPiINNHiDTIdSGn3K3dv5wzskXoR+dAHmOofDVvijp+r+Hb74q3WsWit5d9Z2qQxyR45wWT5l471w3ws8F+HtH8VeGdJTS7vOtvqcE9xcahOXKWPlrCQpbBDCQ5z6Cu78dfs42Ok6D4r1T4brD4W8Z6lbyj7eqF1lyhGxlzyPT0PNdF4IvoPCtt8MfDPiCz+2eK7jSZxHqBiUmJoY4vPyx5XfuXp1xzWkN9VfR/l+hlUbUdHbVfmtPnsel2djb6daxW1rClvbxjakcahVUewFT0UVmahRRRQAmKbIP3b/Q07NNkP7tvoaAPPfhj4e0qSTU9UfTLNtTTUJgt8bdDOBwMB8bunHXpXV33g3w/qmofb7zQ9Mu70lSbqezjeXK/dO4rnjAx9KxPhcf+Jbq3/YRm/mKxvit8ZLfwLpoGjwDxBrhkVRplu2WClgC7n+BR6nqRiq5n3J5YvobXxWs9Jj8H6tq+oaXYahcafZySQyXlpHMY+M8bgeM4ql8MfDt9q3wt0K08cWekape+WJTDDbK1sq8mPahXAwhA4HHNVfjRrX2P4C+KtTn5ZdIklOY+c7em369q0/gvNrk/wAL/Dk3iIwnU5LKN2+zjChSoKf+O4o5n3Dlj2Omt/DOj2ukyaXBpVjDpku7zLOO2RYXz1ygGDnvxXjPjLxD4KvtX8TfDDw9YWuneKZNLN/ELSyESNMhJiDFVAJDAHmvd9w45qn/AGPZLqh1EWsIvjH5X2jYPM2Zztz6Ucz7hyx3scH8D/Dlvb+A/D+oajp2k/8ACVraLFqF9Y2MULGfGJBlVGOetdhL4M8Pz6n/AGlLoWmyajvEv2trOMy7x0bfjORgc57VyPwY36fY+INOvZgL+LV7mZoHb50id8xkjsCOldh4g8V6T4VtY7rVr2KxtHkWL7RMwVA7HCgnsSSAPc0c0u4uSO1hdX8I6F4gnWfVNF0/UplXYsl5axysFznALA8ZJ4p+p+G9I1m1gttQ0qyvraDHlQ3NukiR8Y+UMCBxxxWHcfFzwXZ3ElvP4m02GeNtjxPcKGVh1BHrWbqvxq0TTbjZHY6xqMWMi5sLF5oiPUMOKOZ9x8sddNzrh4b0ldHOk/2VYjSjx9hFunkdd33MbevPTrXgnxU8LaZo/wC0Z8D4tK0mzsLZrjVGuI7O3SJWza4BYKBnjjmvRP8Aha994gsw/hPw1e6rchvmTUP9EQL3IZgcn2rzHVNb8X69+0V4Yiu/CdtZz2NhLMJV1JZPKLqRkoByKOZ9w5Y72G+KPDvw5/4aS0nw1Hoy6dr8+lSXVvfabG1stu6kKEPlgBs53c+ld98J/DNvpOp6jpniKx0q/wDFVjctcRax9ijW5u4mPyzu23hzyDg9verF94I8e3muJrEWvaJa3aRGGNn0zfJGh5K7s+tYnib4G+LfH2saHf6949uLJ9JmaWP/AIR+M2hlDABlkOTuGB0o5pdxckdrHqeseEvD2sXH2zU9F0u9udoX7ReWscjYHQbmGcDmvN/2ktQ8PXfwl1vzW0i7uRA1tDNcCKVrUyDaXQHOCOOnoKqWvgC28J/EhNNu9c12+0vWIGkQ6lf74UnBwIoxjglcnFY3x5+GPg210nStFsPC1i+qa1qEMauw2qiqwLyE56qDkDvRzPuPlj2Jv2Ub7RfBfgSy8HNqFvLqzXNzdolrEwVo5JWeMk7QAdpGR26V7/8Axe9edfA3TdY0/wAHXNpr4mN9barfQQNdoA5tVuHEG3/Y8sLt9sV6Nt98VdW/O7mdFJUoqKsrDqKKKyNgpMUtJQB5n8UMf8LE+GX/AGEp/wD0Qa7fxD4o0zwnZLeaveR2NqziPzZeF3HoM15r8cm1j/hKvh03h9bGTVf7Sm8ldSd1gP7k53FAW6eg610fjjw74h8WfDqPTZ9M8N6hrU4QXdrqEk/2D/b2FV3nHGMge9Wo36kOVr6HcpKs0avGwZXG5WHQjrXzD8ZtW1a2/aO0XUhNELDQNDuLqGzBJFxKWT/WemMnGOa7f4S+PNfaHXfAOqvpT+PdBhL26xvKLWeEjETsSu4Lu+U4HQV5vq2n+JvEXxhv9M8XQ6UjTRwh/wCw5ZmCoFJPMigjoKOXRu+wlUu0rPU+q7K4N1Z20zAK0sauVHbIBryv9qqa5HwI8U29jdNa6lcweTamMAs8hYEKM+wNTfCPxF4/8T2elahqlv4aTw3KjgNZy3P2zC7lT5WTZnIGefpXE/tMSeNbhtJ0+GPw7/Yt5q9vDZ7p5xeOxGSGXbs7N0PpT9nra6J9rpez+46v9nOa/sfDf9l6zqX27VZIkvwuzYIoWAVVA+oNev8Aevmi4svG3hH4oa54h0zW/DtlbxwLb3Fj4jupUjFuP9U0flqdo3Z57mvQNe+M0J0LTl8P+JfBsuvuUF1HqN/Ittyvz+WUUsfnxjIHHXmjk213G6lr6PQ9YpAevOa+aPDf7U2vapf+NfD83h3zfFGgsI45bKzuZNNmYtwRJt3lcdwOtdX4P+KnxF16xu2fwdY3N6rr5UUMk9qgTB3FjOgyc4xt96XLo3cfPdpWep7Yzbc0bwASSAAOa+YfFHx8+MPgXxV4P0rX/Avh9U8QXptYvsGpO7rtwWJ3LgYU598V6x4h0/4gXlvdSW+taZpdssMmYZLTzmb5Tg5yOlOcHC1+oqdRVL26f8P+p51+zPoc+reFfita+a9mt94x1Nop1UNlGK4YA8EV5v4o8IfGD4c6n8L7OW40/wASxWurzN/akzPHKqYdhHNgYMezoD/FivQv2d/C/ifXvh8YLjxPDFpj3Uyz/wBnWpgnL5+8r5O2uq8ZfAaC58K6gsnjDxRKkSC4PmX5b/VkPjp324rM1Oq1j45eDPDHh+01XXddstKSdkjMM0ymWN26Kyg5HNdBfeO9B0/S21CXVbY2oRX3RSBzg4wdq5PevEdB/Zc+FvjbwnqHiaHwzby6r4mtmuHvdQUyyIXHP0rt/gz4V8Iah4Y0rxBp3huz028VWtw6r837smPP47c/jQB5FpvxA8M65+1zqniaLWNtjoekLYOrW0mZZJwpXYcdvLOc+tfUmi6xDrumw3tvu8iUZXeMHrjpXzL4Cs7qx/aI8Q+KdUlhs/D1jDeWlzc3Myood5ITCNv8XCPz2/GvpnRNY0/XtPivtLu4b2xl5jmgYMjfQitJbR16fqzKG8tLa/fov+G+RW8Wf8guD/r/ALL/ANKoq2axvFn/ACC4P+v+y/8ASqKtmszUKKKKAMbwX/yJ+hf9eEH/AKLWtmsbwX/yJ+hf9eEH/ota2aAPIv2rLSyufgd4jfUljNjDD5szTR7kVR3bHzAc9V5rzv8AYE0jS9E+GGuw6PrFvrVm2rM4kt/PzHlF+VvOAbI9uK9R/aatbe7+B3iyO51CfS4/shxc28PnMrZGP3f8fPauA/Ynj1Cz8HeJ7HW9f/t7X7bVil7J9jFssbeUhVVGTuG0rz+HagD2PWvih4V0Gz1u6vNZt0i0UKb/AMtt7Q7hkAqMkkjsOa4jWPE2m+NvG3wm13Rbpb7Sr1ryWC5QEB18nGea8x8Zfs2eK5viF458U6DBZJHLq2n61punecETUnhgdJYZT/AGZs556VreDfAeq+EdV+D1nrinTNRjub+d9Msp99valos+UG/iUdfxoA+mq8G/am0LxF4q8Lw6QsOlzeGLzULKK4S43maQGUB1wOMEV7zzXA/HS31m6+EviePw9arda19ilNpuk2bJdp2uD6g8igDzr4P/AAx1G502/wBV0vx1q9la3F40H2M20O2JICY1jU4ztCjGetWz8IvCmj/E67s763mtrLVY/tlsy30ymW4XmZj82AMYr0H4L2Oo6d8KvDUOrWkdnqwsomu40bcGlKje5PqxyT7mub/aB+FfiH4mafoaeHtYj0i4stQhmmdo8tJAGHmx7s/dZeCO9AFD4R2F54k1/wAVjWfCmlReHbS5WHSLxoBJLdRhfmYlhkjPc16hqHhe0uPD93pVkselQXCMha1iVcZGCcYxWnZ262drDAoVVjQKFjXaOBjgdhU496APPPgf8Nb/AOFngmPRdU1qbX70Tyym8n67SxKqPoCBWT8fvFVh8O9N0bxdc7oprC8SOS6SJpDFbOf33AB4wBXrOO9R3VrDewPDcRJNE4wySKCCPTFAHz7ovxS1T41/GCy0a28NX9v8OoLAalBrc6bU1GXdgLtPIQdeRnIrqP2gPDNlct4U8WTal9guPCl6+oJCpAe6i8srLGvc/LzgenNeuQwxwRqkaKiKNqqowAPSuB+JHw/fxd4o8H6tKsE+m6HJeS3drIpZ51ltXiVUAGCdzAnOOK0hvvbR/l+uxlU1jtfVfmtfluZ+u3Fn44+IHhTTYG8sWMH9tzW8i/JNE42qCOhIYg816hXgv7M/iPUvGV74mvNf8P3ukappVydLtZ72ExmW1B3LjPavehWZqLRRRQA0965fXLPw7J4/8Kz6hPs8SQwXo0qLew8xGWL7Qdo4OAI+vTPFdTXL654Li1jx94W8SNfGGXRYb2JLXYCJ/PWIE5zkbfLHY53VcLX1dt/yMqibjor6r81+W51NFFFQahSUtFAGV4g8RaZ4U0e41XWL6DTtOt13SXFw4RVH1P8AKsRfit4UuPEVj4fj1q3fVtQtftdvbqc+ZGRxz0BIOdvXHOKyv2hPhqnxc+Dfivwt9gttRur6ykW0iu+EFxtPlsT2w2DmvnLwn+zD4/0P4v8AhnU7i3sW0Czv7DV7q9F2DKkkFj9naBU7gnJzQB9D+F/ENt4U8J69f3joix305SN5FjMrcYVSxAya8H+KPj+3+D/wp8RappK2upfEHVHX7UrQSyGRZGG1UIBHyqRnHHBNdppPgW08ea1d6HrfhLV9a0Bdcm1EatdXsDWkUuAyr5ZcSbQRgALjJ9Kr6x8VoPEPxI1Hw74X8Lza/pPhOE+dPptzaxi3uWTliruGKqpORjORxmtFBvT9UZOpFK+vbZ/5fjsU/HHjV779l2xsLeC41y4mht7HURZAqMN98gyYOP1r1Hwx4s8T32j2Ol6V4RuNKFvaRJFearIvkMoQAAbCTXz9q/iLXJvht4R8OyaLqetNqurfbTNbzQozor/JCRIy8OO/QV9T6l4i1bQ/CGm3lj4Qv9TvnWJX0e3ubdZrYFckM7yBDtIwdrH2zS5G7efmhupFNrXTyf8AT+RgpJ8WDOoaHwuId3JV5s7f8al1DwJ4v1yRbuXxxd6JKw+e006CN4VPsXGa2dP8XardeErvVrjwpfWOqRBymhy3Vs1xNt6YdZDGN3bLD3xXI+Df2jNC8STXsGqW/wDwjU8DBYory+tpmuG5yqCGR+QQBzjqMUcjs3280CqRbS118n/S+Zh+Hfhatv8AE7xLb+J9dvNdbVra3a1aQiBysSkP9zGeSKwPjH8FPCUf9h6FHo0+pW2ozySywTX8zDzIk8yHq3GXAGawvFnxy1+P4seGPEs/w+8UaRoenRTWd7JNZxzAiUja4aNzhRjk+9cn8fvEXxB8beLnttJ8OTaZAJLaNNRg1ePyzHFIs8pKA5z5eeDzT9nK9tPvRPtY2vr9z/yPqPwHoegeIPCenXc+g6at55Spcx/Z0cxygYdSxGSQe5qt4o8YNZ69Z+DtC04/aLxSGu0X/RrZR94Nt6NjoPpXgWpeIfivZ6lrHh34a6bd3Gh3Uceo2eqfZoAQJhufBmkQOcnseK6/WvBet+B/BOn3esza34i1+6lzN/YV7BprGQrnMu98O2flypJo5Hp5+aG6kVffTyf+WvyO4+Dv9k/D+HX/AAc920Z0m8897q8uMiQ3BMgALHPHp+VeZ6D8SNFtf2tvH+t3d1/xKrTQrTTVuIQZlEyyszABckHBHNct8HL6LxQ13rfi3QjBayfbI70anN9oIuIHCQiQ9nAP45zXp3wN8NR+H/iTqSS6NY6ZqF3oVvc3v2SIKJJDK3J/4Dioas7M0i1JXR33/C5NN1Wzabw3p1/4mnX71vaxGJgPX94AK4Xx98dviLo0cKeHvg/rV9K0iB5biaIRBScEcNnNe8xxooyqKv0GKe3SkM+UoviN4g/aQtvEWieGNW0vSfFfhq6ikgdIJfMs5sfMrhxjOCw44rG8W21141+I3hPw74h1TXJ9XsbqO4n026jWJBGxAEiyJwQcHjOa951a1s/Avxa0/VooYrK08Rr9hufs8QDXN2OY3kI9EBGaXxztf4weAoHjjeOZbtnDKMkqgKn8DQBifATwxpV9Z6rrwtXhv7fWtR09dlzKyGOC6kiQlWY/NtUZ969mC46Vy3w58Z2/jnR7+9trA6eltql7p7RswO9oJ3iaTgD7xUt+NdXWlT43pYyou9OLvfzCiiiszUKwdX8b6DoLXQv9WtrdrWFrmeNpAWijXkswHIH1rer56+M3wW1nxP4s1zVNB0HTZxf6LNayySTCJ7ubA8uOQ/3evPagDb1vxpovxB8SfCrWtBvU1DT5tSuNkqgqRiFhyp5HTvXQftCaD4q174U+IIvBmp3Gn+IVtWa0FuFzK4wduT0zzXivg34Va94U8S+Eb7xM39mar4g8QNfyaXYT749P8u0EYiWQfeB2Z6DrX1kehB5oA+YPDeseNT4u8JeJbG30Uv4g0ldK3aoHW786HLOX2jGMg1kW9p4m1rWPjdq19q1naLLa2tvDeaOrPJbSRptcIHHr1rY1nXtR8K/tFw2N7o/l+FtPRdUW88/PkyTt5ICrjoT/AA9utdH8FrVJtT+J8VygEcl8+AzD5uGNAHC/8Iz8Wj8L0tPCHi2/0b+xJ1W4vdVtYyb22UCR3t1UHlgSo3d6u+PvBfh3xZ47+FBu47zUUu/9KLS3Lo/mEcuVU4DDJ+lepeAfi9oGnfD/AEKXxNr1lpt9PCWKXMoUkeYyr/KvJNI8VP4f+P15aXFo+u+EZLZ9V8O3elQG5nVgR9oRnHQbzwtAHaN8I7rwj8cNKvtJ0WxvvDWpWZsrx76eWaWHy8sp2sSpyT3r07xPoPhbw/oF9qM+kaZbR28RYTfY0Oxjwp6epFYq/Fy81yGSLw94T1abVONkeq25tISO+ZDnHFcv8QvCPxF+NHhuTw7dxweBrZ5EllvrS7Fy0iqc+XtAGAfWgCfwzp+r+Ftc8CXV2ix3uqW8sOtXKABZCozDkdAcmvajkCvkfxN4o8VeJv8AhM9A1zxGlrpPhOW3uWl0i0zdTqjZKLg5DNj9a9d8O/CjTvEmk2GsweJvFiQXkS3Cw3GosrKGGdrLjg9iKAPMv2nPH2n2vxb+H9g9qZrjS7hr2OcSxgHK5ZRk/Kdqnk8GvU/Hnxw8L6f4V1mF7+W31BtMllRBbyPtYxEr8wUg9u9eF/FzwX4N8aeONKf7BDJq0F/Nozwz4ZrgCPALg8sACW49M167488dDS/2cNW1bwrpEmr3VrYvY2+nrHiSYp+6dUHsAxH0q5WtG39aszjfmlfv+i3/AK2scx+zj481XRvgJ4Eez8G6tr8l7pqXVze2hRVaZid2QxBzXpM2qfEnWrc3WmaPo2m20ykLZ6w0hnXjGH2ZXk+napv2eY4ofgf4KSC2ns4hpsWLe55kj9m969FXOOag0PjiHxH8cvgz4J1+TxlpUeq6c+oTXkV74RK79PgznYyy4HlgdMc9a2PC/i/Q7PU/Eum+K/FupajJFAuqWGlSWxiEEbRBt2YV5yT0r6X8ZeH4PFfhXVdHueIL23eF+M8EVy/wdm0/xB4NsNaTSre0u5ENq7qoLMsTFBk/RaAPBv2e9F0PWvGWgavoGk3X/CO65Zancan9sLzxSXSSwCMtvzs4eTapwevHFfWNjY22mwpb2lvFawJwsUKBFH0Arwb4KeLG0PxsfCdrZWyWWrX2uajLKoKuskM8CgKOmD5pz9BX0DitJbR06fqzGnbmnZ31+7RGP4s/5BcH/X/Zf+lUVbNY3iz/AJBcH/X/AGX/AKVRVs1mbBRRRQBjeC/+RP0L/rwg/wDRa1s1jeC/+RP0L/rwg/8ARa1rtQB5V+1NH9o+APjOHMoEtiyZt2VJeSPuM3Ab3PFeV/sK/C7SPDvhvVfES22tLrV1OIpZtY1GK5kZAowB5LFMfX5q7X9rHXNM1L4d6r4CuNQtbLVPENjItrFfyeVDchSMxGT+An1rB/Yb8JXXhTwF4hjurTQ7BrjVjILXQLr7RBGBGq4LYHzcc0AfSeOteZfEL/krHw19fOvP/RNenV5j8RP+StfDT/rtef8AomgD03mm+WCCCAwPXPen0UAN2gKAAAOmKXB9aWigBu3HSlpaKACiiigBrMsalmIVR1JNcF40TV7n4ifD6402ab+xre5vG1XyZwsew2riLzFz8w8wrjg4ODVT4tGW48ReBdOE88Nrfak8dwsLld6iIkA+2a4L4lar4a8C/EjwXoc2ufYrS+muf7VWeclo41t2eI5/hzIFGe+cVrTvzadn+TMa1uVX7r81/TPfhcWyEkSxgsckhhzT/tlv/wA94/8AvoV4peeLPhHptnNdXPjWGC2jXLyPfMFUevSnW/if4S3VtFcQ+M4ZIZVDpIt62GB7jisjY9p+2W//AD3j/wC+hR9sg/57R/8AfQry7w9D8PvFl8bTR/EJ1G6Vdxjgu2LAetcZ4R8d+B/G+ta1Yaf/AGpBFpuof2cLm8nMcd1KuRJ5f97YRg0AfQf223/57x/99CuJ8TeHbjVvip4I8Q29xbDT9Ht9Riug8uH3TrCI9q9+Y2z6cVn+EdD8GePNMOo6Bq8uq2CyNELm2uiyFlOCAfY1k+IfhvPD8UPBkVl/akmgS2+oHU2SZjErhYvI3nscmTH0Na07307P8mY1rcquuq/NHsKusi5Uhh6inV5d8Ew9veeObVrq5uYbfXpY4RcSl/LXYuFXPQe1eo1kbBRRRQAmOfamSfcfnsakpkv+rb6H+VAHmWg+Jh4Q8C+JtXa0m1D7LeXEn2e2HzyYxwK4X4S2uu2Nrql1D8O5tK13xTKbq/1S8ePyWyMJ5gQ5+5gcVP4k8C+KfHXhmC28M682iR2/iVLm8jjTmeFHBdCf7pHUd69/iTy40TjCqB8owPyoA+Mri/8AGF98UNNsbuLRbCxstRhso7myWTACNjam7gEe9fRUfwr1aa+L3/jrWdQsGYl7GRI1Rwf4cqAcCuJ0PT0034zW3hq623W64vNYlSRMp8+DEQfVcH6V72PvGgDz5fgH4MW4af8As+cysdzN9sm5P03V1cPhHQ7Xy/K0ewVo8bW+zJuGO+cda2Kb+FAENxHFPE1s5U+YhHltg5H0r598B/Cl9L+JWoaF4g16bX3V5dci8xAuEmUwmE4H3QPxrsPij8Ob7UPGOj+NrDVNTifRoZFl021mOy6QkZXZ68daX4W+ItN+IXxA8V+ILN083SyuiOsb787QJMn0OWxj2oAyG+JF/wDC34Q+Jr6bSX1bU/Dk0qw6PZkGYW+7ECgdeV6U/Rfh/qHxa8ReEfiF4nt7vQ3sFM9t4bmkBWIumA0uOC/6Ditjwz8CdN0H4yeJ/HxvL6e71iOGM2styWg+RcZMfTI7HtXqYoA+Zbfwp/wtLxN408K+H5z4c0/w54ngubrbGv8AprmIPKGPcNuXk8/LXcfC/Sb/AFP4p+Mtfk128ns7OUaOunTIgRTGA25SBnHzd6ztP1bQfDnxm8QQeHbtQt9FeXetsXYhL9EiAU56YQpwOOa7v4NWdxD8P9OudQg8nVrwNcXbMu1pJCx+ZvfAFXO3NoZU78uv4Hcig0L92lqDU84+P3g/xD46+GWpaV4Wurex16Qo1rdzg/umDA5XHQ8Y+hNcV4Xbx9qHxT0CHxj4bV30Wxyus6PIBZySSrtcEOd3AA6V7yRuyKX0/lQBy3w5uPDdxo9+3haIQ2C6percKEdc3YncXB+bnmTec9PTiurrlPhz4Z0vwro9/a6TqH9pW8+qXt5JL5ivsmlneSSPK8DazFcdRjnmurrSpbmdjKlfkV1r5BRRRWZqFIQfWlooA8x+KI/4uJ8Mf+wlP/6INega0L/+y7r+y/I/tHYfI+058rd23Y5x9K8/+KH/ACUT4Y/9hKf/ANEGvTaAPmb44+EdUhvLbWNV8T3VjqWoWoSW102NDbotqftDFd4zlgpXmk+Bnwn8J+NtA1PxLAt7qdlr0gv4bq7uXQ73BLoQhH3ScV6X8Z/Dtjrl14cfVZWh0hZZ7W6YcDbPEYsbu2d3FY37JPhVPA/wlbw9DdyXlnpmqXlrbPN95YVkwiE98DvQB5sPgJ4z13RdT0C0vbPwpovhy9J0hdNgE9xqKDDhJmmBwuScba9S8D2//CQePtI1O28qIaLpT2GoQKgRluHKseBx/Ca9dHbivOfBfwftvB/xK8W+KoL28d9caImCS4LRKUXBOztQB6OfrVfULg2un3E6gM8UTSBT0JAJqxnpXmH7QPxBsPBfgeS3k1KPT9V1R1tLBWOC8hYZA/AGgDj/AAz/AMSjw/ofj65Iig1i9e41WzEYILTHYgyR9xCM817vI3l6e72apIRGWhVfuscZGMdjxXI+Lvh/p3xH+F914Ye4ksbG+s/KEtk2xkyvVSPetjwH4Si8CeEdJ0CG6uL2Kwt1gE905eR9oAySaAPl+38CeJLjxlq3inW4bOwv9JiutVuLSMMysZraSJVVuzKSCa6b4evHrWkyaMkjSW/hGAzXEy7lY3lxGWVR/eUK/wCdXrXw7rnxC8VI8TONPtPEOr2mpSJIFVIGsykW5MjeN7DjnB54qXxJ8TtL8F/s96j4v/smaILILG4+xx73kKSiEO34D8M1pLaOvT9WZQtzT0tr9+i/4b5HrPwn02XSfhv4es55BJNDaKrOOhPNdbWJ4Pmin8M6a0ENxbReQpWO6XbIOM8itsVmageeD0r561z4taF8KZfiTpWsaqllIsbXmnWltG0rRwtHt3BEBP8ArDX0NXLr8NfDMfi2XxKuj2v9tTWxtJLooNzRk52mgDzv4I/EPQ9Y0j4eWK2f2rWNS0S5uk1L7MI9vlNCsykthwXaRDxwdvPQV7ZXH3Gm+FrX4heHt5S38SQaddx6bbIWUfZS8PnkKPl4YQ9eeeO9dhVytZWMoXvK/f8ARbmN4s/5BcH/AF/2X/pVFWzWN4s/5BcH/X/Zf+lUVbNQahRRRQBjeC/+RP0L/rwg/wDRa1sVj+C/+RP0L/rwg/8ARa1sYoA4jxj8IvDnj7xPo+t67aLfz6UjpbxPygLEZbHrxW94Z8I6R4PtZ7fRrCLT4ZpDK6RDAZj3rZ2ijbQAfw15l8Q/+StfDT/rtef+iaufHL4i6t8L/h1qWuaD4bu/FetRLttdLtOsr/7R7D3rzfQ/iUPiHq3wV1zUYl0rVdQN55+nM2WhlEPzR/UUAfRVFIWwM0UALRSbqN1AC0UlG7tQAtFIGzS0AebfFA/8Vv8ADf8A7Csn/olqv+MNesNN8ceDtGuNEtb+TxBPcwG6mVS0Iht2lBwVO7O3HUYzVH4of8jt8OP+wrJ/6Jasj4oabqFx8SPCUcPiOPTby8kuI9IRtKS4MEqwM0zeYWG3dGGHTvitIWvqr7/kZVG1HR21X5r89j0LUPBegalata3WiafNBJw6NbJg/pU0HhLQ7aCOGLRrBI4wFVFtkwo9Olef6l4H+JbaZerF8QommaCRYgNKRfnKnac545xVbwz4C+KFv4b0qG9+IUQvo7ZEuCdLRiZAOTnNZmp6LqHhuxXS7+Oyjg0eeaB41vbaFEeHKkbwcdR1/CvC9N/Y38D+G9Y8P+ItG1W70rWbIvNe3sdxuXU94/evIrEqCxOSVAr0q38A+Lr7T9W0/XPGY1Gzv7OS1Cw2CQvGXUrvDA9RmvkL/hT/AMT9Q1DVb6RfEVrZ3MK+CrKzMzMIIE4/tIrnjdsB/wCBUAfZvwi+Gen/AAg+HuleFtMmaezsQ+2aQANJvdnycdfvU3xN4wv9I+KXgnw7AsJsNZt9RmuWdSZAYFhKbTnAGZGzkHtXyGJvjR4ou9Ws9RsvE2m6TpdtaTaVLDbFHvL4S+Wd+DxHtUFh2BJrX8F/Er4xan8RtA8MeJYdVs57zW3zNNpSRKttEim4WKTOXjJdfn4wAOOa0hvtfR/l+m5lU+He2q/NafPY+jfg1/yGfiHn/oYZv/QEr0+vMPgzxrHxCHp4hmH/AI4len1mahRRRQAUyT/Vv9DT68Fuv2hda0/9oI+AtU8KS6XoVxKtrp+vzv8Aur6Vo95jT/aHPHtQB6L8LeNN1bHT+0Zv5iu1rgfhDqVpqGna6LW5juTb6tcQS+WfuSAjKn3Fd5uzyORQB4JJrVmv7VyozXCyHTfKUfZn2M2Ofnxive171H9niaZZvLUygYEm0Zx6Zp/3egyaAH0U1Wz2pc0ANmjE0bRsMqwwfpXD/Df4M+GfhXf+ILvQLRrSXW7s3l0N5I3kAcZPtXc7qO5yR/8AWoAdSfyoz7UmeaAPlr47WFr8N5I7a1uZ7278beLVN1PDbkmygkijV4yVzkfuVPY/N0r6dsAi2NssZyixqASMcAYrivh94Cn8P6p4zuNVitp11PxFJq1ltO8ohghRScj5WzG3T2rvfwrSp8W9zKlpDa2/5ir0pabu7UbvzrM1HUUmfak3UAcf8K/BFz4B0HUrC7nhuJLrWL/UVaAEAJcXLyqpz3AcA+4rsq4T4P6Zrmk+HdUi19bhbuTXNSmh+0y+Y32d7qRocHJwuwrgdhgYFd1urWrfnd3cxo2VONlbQWiiisjYKT60tcx8SvE2peD/AADr2t6NpLa7qthaPPbaarbTcyAcID2zQBzHxQ/5KJ8Mf+wlP/6INenV80aP8XofiRN8LNW1WGPQtbt9Vmt9U0iR8y2Nw0BIif8A2sEH6GvpUtQB5t+0BG8nw5kKqxVL60kcgZCqsyksfQADJNTfAuxmsfCN8ZVAW41W7uInVgyyRvJlXBHUEVp/GAufhP4xWMbpG0m6RRjPJiYCsz9ncSJ8DfAscylZo9ItkcYwNwjAOKAPRaSlpu6gB1Zur+HtN1x7V9QsYLx7WQTQmaMNscdxnvWjSNQAioFUKqhVA4AGBVHXvt/9i339lNGuoiFvs/nAlPMx8uce9aFJjvQB4D8PovHXgq9+Hen62LZLrxBf38+vCwgLIzC1d0LMQdnzqvIIz0pvhDQ5L99O+H9wySLp95PqWrxDDxPG0rNHC/ox3K34V6j4t8bS+HvG3grQEtY5ovENxdQSTM5DQiK3eUFRjnJXH41kfDn4PWPw98ceNfEVtPdSzeI7qO4lWaYuMqgXofpWkvhjp0/VmNN+9PW+v3aL/h/mejqoVQAMADApaTPtRurM2Fopu714pc+1AHLal4Mgv/iVoXihr8x3Gm6fd2SWW0fvVmeFi+c5G3ygOn8VdVXD6x4Pv9Q+MXhrxNGYhpum6Vf2UwZiJDJNJbsm0Y5GImyc+ldtu/KtJbR1vp+rMqe8tLa/fotf0+RkeLP+QXB/1/2X/pVFWzWN4s/5BcH/AF/2X/pVFWzWZqFFFFAGN4L/AORP0L/rwg/9FrWzWN4L/wCRP0L/AK8IP/Ra1s0AFFFFAHK/ET4e6d8SfD8mlak88ChhJDc20hSSFwMblI74JHPrXl3ibwzonwZ1D4Yw2VjcjQtGkulaSGBriRd0eAzYBOST1r3uvJ/2k/FHizwj4Btr/wAI3NpZXn9pWsdxc3a7gkDSgOFXHJIyKAC+/aO8M27WghstZulmmETsumzDylIPznK9Kt/8NDeEv7ur/wDgrn/+Jr55+LH7Q/xE8C+IvEs0F1dSWy2afZ7ddOjaxtlYqv2kTZ3uwzyhGATWLb/tJfEa81i+0VPFNtGnhXUbOC41T7Ah/t1p3AMCr0QqD1XPWgD6fP7Q3hLn5NXP/cLn/wDiap6r+0l4bsbeKS1sNZvneVI2jTTZlKqxwX5XoKpftSfEDxd8O/gfqHiXwolvb6pbNA0xuRuMMbSIrbVx8x+bFfO9j+1J8Q9N+LGv+H9a1RobDVby803Rpm0+MQWMiRK0LlxyxZm5DYHFAH1G37QnhJWIKatkf9Quf/4mmt+0N4S/uaucf9Quf/4mvl7wv8dvi9Y+GfBXizxJ4w0mTRtLFwninT7W0Q394wufKjaCP0wVzg19BftKfErxT8P9B8Gah4ZFvHBqXiCwsb2addziGZwCqrjuOp7UAal9+0h4ctruxigsNZukuJfLlkXTZgIVxnccryO3FXP+GhvCW4/Jq+R/1C5//ia+XP8Ahof4q3XjLxvoY1i4+0wWcl1ALHSopIraMXHlh7d2I85scFXxjms7Tf2qPivq/jyx05rs6ZZaPrOl6Vc29zp6edq8Vy5V5zj/AFZGM4XIGaAPorx78SPB3jmPTT/aHiPSLrT5jPBdWOmSh1Yrg9UPavPtVvND1LxT4fup/Gfj+5ksPPnt777CQLdmj8thjy85ZSRXo/x6+JXi3wP8RPhjpuhtZw6Trl/cW17JcDJYpbu6KePlXIBLDmvna1/aD+LOqWviezi16+/tGyv7NZpLbR4GW1jlLHFvlgJo2x99sEelNNrVEyipKzPYP+Eo0rI/4uJ48H/cPf8A+N0N4m0r/oovj3/wXv8A/G64H4N/tGfE3xx8XPCdz4kv7DSvCGtzzaZbaFZwiS8+0xIWL3OQDECFyMZHOK9Z+OHiDxn4b+Ifh0eGvG8KPeSjHhFrKJmuIlB8yUyk7lUcZI9aRRz8nirTlniRfH/j9lbq4sGwv/kOpf8AhKNLbJ/4WL499ONPf/43XhusftO/FbTbjR/Ddv4rtbybX7C+1ePxKunpssTAHItPL+6xOzG5sHmvVfgt8bvHHiyTwHr2sa0txJr1vDBdeD1skjlt8r8175n3tp67TxzQBujxNpY/5qN4+P1sH/8AjdYt9q2hXHjDR7mfxb49ubm1t7g22qGwYi2D7Q6f6vq4Vf8Avmtf9pn4meNvA3izPgXxPb3eo2elyX8/hSe1j8rykBYzSzn50DYKqADkivJfAf7QXxQ8Xatr+i6n43t9Ctbezsdbi8QNpkbJGJow7WO08E5ON3XimnYTXNufRXwZ8SeGNBv77SbLVfEGs3+sXr3r3GrWMiYYqARu2gAcd69tr5P+E3xg8fTfHZrHxf4gsbzwz4gmlt9C0nTbZWmtHhjDv9qbqhI5H1r6wpDCiiigArzu8+B3hq++IS+L54Zpr6OVbyO3kkJhW6VNizgdnCZXjjBr0SmnqKAPGPDPxY0DwXJrWnajb6lHdDUZmfyNMlZWJI5DKuD9a0LH9pDw3PdX0U1jrNtFbyBI5W02UicEZ3ABeMdK8X+LXx0+KGg+PvidoenzWenwaTBpcmmCCETyiOd3EjgMAGkIAwh49643wr+0h8U9ai8DeJBrkX/CKQ6Pf3OvJe2EcVxNPE7pGNo+6cheFzQB9Tf8NDeE/wC7q/8A4K5//iaP+GhPCTYBTVuf+oXP/wDE15L+xz8ZPHHxK17XLTxbqserwHSLDV7Zo7RYPs5uA5aA46ldo681D4s+KfxN0+T4pW51GGAaffxppo0u1S4urS22KSyo+FkbOchjwKAPVtO/aP8ADV5HM09lrNmUmaNVfTZiXUHhhhehq1/w0N4S/u6v/wCCuf8A+Jr5hsv2pfH6eIoZLnV47WzsJNPsW0/ULJY3vjchsXEhXJjwVzhcgV7l+yt4w8beILPxdpnxA1yy13X9M1Ro/M02FVtooWAZEVh9/AI5NAHWf8NDeE/7ur/+Cuf/AOJqnY/tHeG7q4vVnsNZtkt5vKjdtNmPnDAO8YXgdq+evjJ8fPi3oXjbx5oWn39vpaadrGk29k9naJcOlrOjtI2HwGY7Rwelcvpf7XfxN1XUvDeoXElzZ2urW13Ha2FrpqSQt5SNmaeQ/NHIu3cUAIx3oA+uf+GhvCX93V//AAVz/wDxNKv7QnhNmAC6tz/1C5//AImuI/Ze+JPizxZceJNE8SarD4nbTLezurbXYbdYEuvtEZcptXgbCAPWvCPHX7TXxe0ttdDXkGnSaX4rv7KaHTbRLk/ZYLZZUjXdjOT1brzQB7t8M/j/AG6XPjCfxEmvJFPrszaXHcafM/l2YjiVQuF4UsHOPc12/wDw0N4S/u6v/wCCuf8A+Jr5c0n9o74qeL7q+t4dXTQdb1bwz/aOlw3FhGdKtG+XEz3B+ckZ+ZSuATXvvwJ+IGteLvhJrtv4h8RRt4s0CSbTtT11bVVtluFQMZYgOHjAYHPfBqpS5nciEeRWvc6Vv2hvCgViserswBIX+y5hnA6fdqrpX7R/hm90+3ubmy1mymmXc0D6bMxTnoSFr5lb4vfF/Sb7V9NufiLY3Wi/Zv7Y0zxR/ZsIeWOJxG9q8QO1fMLZVuuKp+IP2p/ih4d1C2k/tSG5j8R+IP7ASzaxQHw9wv75yOXzuz83FSWfWP8Aw0N4S/u6v/4K5/8A4mj/AIaG8Jc/Lq/r/wAguf8A+JrkPgB4w8XfEL9ni5v9e8SxW3iSK5vrU699kREVYZmRZfL+7jaufSvHJvjB8ULHTdMlt/H9rqtksuoXlpqB02JW12K3QMIUUHCKeQGHJz0oA9o+HP7RlvcaDdyeKYdUivzqV4LdV0mVf9FE7fZ87V6+Xt56mvWvCPi+w8baX/aOmi4Fv5hj/wBJgaF8jr8rAHFfDHw//aS+MvxaiuH0vxBpmhaj4g8N3GpaZY6haKkWlXMVyIyjyEZbKBjhq+w/gZ4tvvF/w50y41W7/tDWbZfst/eLEI0nnX77oBxtJ6YqpPmbdrEQjyxUb3PQaKKKksKwvGnhGy8d+F9R0HUTILK+iMUjROUcA9wR0NbtFAHz5rvwz0L4L3Pg+/0+yuJrKDU5LvVrzymnnmbyPLSRwASTwBx6V1ep/tHeGbPTbi5trPWbyaJNy26abMpkI7Ala6D42at4i8P/AAt8Tap4VNuNcs7GW4ga6+4CiFicdzgV8Z2/7XnxJ8N+JNA1bW7mW78NXemaSJ4YtPQRJLcxEyztIPmG1gPlxjmgD6vk/aA8IXlqY7mDVtk0eJIn0uYjBHKn5fenWvx78GWFrFbwQarDBGoRI10qcBQOgHy182aX8avindaTrVrd+ObW21LStYuWt7pdOiKalbpB5qWo7Kx6bhzzXtHxb+LnjLSv2T3+IGgWFtYeJG0uC+lhucsLXft34BHzEZxg0AdLq37SHhuxsfPtbDWb+TzETyU02ZTgnBblew5q2f2hPCWQCmrE/wDYLn/+Jr5q1b9o74k2XxnfQ21Yx2N3ZXIsIYtPR7bzUsxKhkmPzCTeeVxjGOaxf+F8fGbSfBfhC71nxro9te6XE+oeLIY7RGvJrdpAIxbRY2scMM4OaAPq/wD4aH8Jf3dX/wDBVP8A/E1Xvv2jvDNu1oIrLWblZpRG7Lpsw8tcfeOV6VV/aB8YeKvDvwx03V/B91a2d1LeWfn3N6mSLd3XeAuPvEE/SvCvix8evih4Z8QeI49Hu7hpJLNFsrc6dE1jbZK/6Qs2dzt6owAyaAPof/hobwmGxs1cn/sFzf8AxNL/AMNDeEv7mrf+Cuf/AOJr5Q8JftTfEvxU19ZTas2ijwpqtrZ3F5eadGJNfMrhTEqdEI9Uz1r6V/aA8ZeNPC+j+FtQ8NTWemQS38Q1P7Wu5/KYcxqMdc45oAfq3x+8Gya3ojvoer6hKskpivhpMh+wnYQWyRkbgSvy+vPFazftCeE+66v/AOCuf/4mvmT4gfH/AOLug+JtZ0rTbu6xfakLeK4uNMhEWmxLgnyCD++LA4G/HStL4d/Hz4m+Lbr4a+J7vXLO28IS3Fxpus6Y1ogv7u4SRlRtn8C7QCdvFO4krNn0V/w0P4S/u6v/AOCuf/4mql9+0d4bgurCOGx1m6juJTHJIumzAQjBO4gryO3FYf7RXi7xF4d1LwvD4W8XLpes3sxEHh/7HHKdRAwWLOxzHGv8TDkA18z+D/2ovi94o8V6Vol7rlrpcfifT7u4a+isUePw89vMyZJP+sDBP4sfepDPr7/hoXwlu+5q/wD4K5//AIml/wCGhvCX93V//BXP/wDE18zaV+0d8SIvHGiNN4ghv9MS70vTJtNFgim/S5Zla9Vhyo4yFHFer/tT+J/Hvhu8s5vAHje003Vobc3A8NXVnE6XioSzs0rHcgKgqMDrigC/rHx8tm+Lnhme0Gu/8Iuul3y3yrp8wj+0F4TCWXbyQFkAP+0a7vTfjp4Y1bUILOBdU86ZtqeZpsyrn3JXAr5cl+OXxP1COzgj8bQadPr89hceadNiZdCWYMxtWzw5bGAzc8Ve+C/7RPxP8afFvwnN4m1TTbLwjrE9xpVvo+nwiS6a5hDEvcEgGJWVdwxkciqlLmSXYiMeVt33PsHxV/yCoP8Ar/sv/SqKtmsbxZ/yC4P+v+y/9Koq2aksKKKKAMbwX/yJ+hf9eEH/AKLWtms/w/p8mk6DptlMVaW2to4XZCSpZUAJGe2RWhQAUUUUAFVNT0q01m1Nte26XMG4N5cgyMg5Bq3RQBxzfB/wdJ4i1PXX0G1fVdTtvsl3cNk+bFjGwgnGMegqCP4I+BoYdAhTw3ZLHoLmTThtP7hj1I55P1zXcUUAZ+vaDp/ibS59N1S1jvbGcASwSjKvggjP4gVzX/Cl/BP2zXLo+HbNrjW4fIv5CpJnTGMHnjg9Rg12tFAHn1r8APh9Z32gXkPhayS50JDHpz4Y+QpOSAM4PPrmuv1rw7pviK3gg1KzivIYJ0uY0lGQsiHKsPcGtKigDiNS+CfgjWP+Eg+1+HbWY6+FGpN8wNwBjAJB46Dpirmn/Cvwnpd1olza6FaxT6LA1tp8m3LQRkAEAnr06nJrq6KAM3U/Dmm61dafc31nFdT2EpmtZJBkxORgsPfBxXIX/wAAfh/qek6pptx4YtHstTuhe3kQLL5swOQxIOevYcV6DRQBydn8KvCen+JoPENtodpDrMFutrFdqnzLGOgHb8etU/EXwT8EeLPG2m+LtW8P2954k04g2moOWEkWPTBxXcUUAcMPgf4FXTdQsB4Zsfsl/di+uIthw8wIIfrxyBwOK1LX4b+GrHxdJ4ot9Ht4dekgFs14i4bywMBQOgH4V0tFAHCeIPgb4F8VeNrXxdqvhy1vfEdtGIotQk3bwgOQvBwRnsRTrj4I+BrrRV0iXw1ZNpq3h1AW+0hfPJJ39fU9OldzRQByuh/C3wp4a8U6j4j0zRLW01vUFVLm8QHfIB06nA/CuqoooAKKKKACkpaKAOc1r4d+HPER1U6lpFvdtqkC214zrzNGudqk+2Tis3/hTPgr+0tEvx4etBdaLF5Ng4UgQJ6AZwfxzXa0UAYnhrwXofg+O8TRdNg05by4a6nEC48yRjlif8OlVfE3w38NeMNL1LT9Y0iC9tNS2/a42yvm4IIyQQewrpaKAORt/hN4QtdS0zUI9AsxeabbGztJimTHCRjbz149eateCfh14c+HFjc2fhvSodJtriZriZIc/PITyxJJ5rpKKAOS8UfCfwj40j1FNa0K1vxqJjN15gIMvl/cyQc8dqX/AIVV4S/tuDV/7CtBqMFn9gim2/cg/uAdO/XGa6yigDA8G+A9A+H2lHTfDumQ6VZGVpjDADgsxyTz71m658H/AAb4kWQal4ftLoSXo1F9ykbrgY/eHB68D8q7GigDitS+DPgrVr7Wby78PWk1zrFsLO+kII86EDAQ4PA47YrS0n4d+HND8GnwpY6TBbeHjA1sbFAdhjYEFSepyCepzXR0UAeVaH+y38LPDemjT9O8G2NtZLdJeiEF2XzkGFblj0HbpXSTfCDwbcX+tXsnh+ze51mAW1/IU5njAIAPp16jmuxooAwW8C6C3hE+GP7MhXQTB9mNioITy8Y28c1ymj/s5fDfQdB0/RbDwnZW2l6fefb7W3XcVhnyDvXJ46DjpXpNFAHF6l8GfBWsWmv2134ds5Yde2nUVClftG0ADJB46Dpiuj8P+H9O8LaPaaVpVpHZafaoI4YIx8qKOgrRooAKKKKACiiigCG8s4dQtJrW4jWa3mRo5I2HDKRgg/hXJW3wd8F2mv2+tReHrNdSgtPsEc20nbBjGzaTjGPauzooA8+j+APw+h0W20lPC9kNPtrv7dFDhsLPnO/Oc5rstY0HT9f0e40rULSK606dPLktnX5GX0x6cVfooA5Sb4V+E7jWrjV5NCtW1G4tPsMtwV+ZocY2e3HGetZNp+z/APD2xs9JtIfC1itvpM5ubNCpPlSE5JyTk89jkV6DRQBT1DSbPVrT7LeW8dxb5DeXIMrkcjj2rl7j4M+C7vXdV1mbQLaTUtUthaXk7biZYgMBCM4A47Cu0ooA4eP4J+B4oPD8K+HLMR6AxbTV2n/R2Pcc8n3Oa6zUtIstYhWK9to7mNWDqsgyAw6GrlFAHBf8KJ8BmXxFKfDlq0n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- } - }, "cell_type": "markdown", - "id": "34", + "id": "0cc58a48-5089-4189-9887-203975d619e9", "metadata": {}, "source": [ - "![AustinColman2007.jpg](attachment:9446061d-4a52-4880-a827-3d6c162a4431.jpg)\n", - "##### Figure 1\n", - "Summer (July–September) mean air temperatures (cross) and water temperatures (plus). Obtained from Austin&Colman (2007) [4]. and modified for explanation.\n", - "\n", - "![AustinColman2008.jpg](attachment:e2762eb2-39ac-487f-b8f8-061114ee3c04.jpg)\n", - "##### Figure 2\n", - "Summer mean water-temperature anomaly from Sault Ste. Marie (SSM) time series open-lake proxy (solid curve) and air temperature anomaly from regional Goddard Institute for Space Science (GISS) stations (dashed curve). Light lines are annual data, heavy lines are decadal averages. Warming in Lake Superior 2729. Obtained from Austin&Colman (2008) [5].\n" + "(section-4)=\n", + "### 4. Comparison to NOAA Great Lakes CoastWatch data" ] }, { "cell_type": "markdown", - "id": "35", + "id": "7e0c56db-f116-42f9-9cb1-f59ba5198646", "metadata": {}, "source": [ - "(section-4)=\n", - "### 4. Daily mean for two periods" + "#### Day of the year mean" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "22f7a279-0eb9-4412-bd5e-28747de2e8ea", + "metadata": {}, + "outputs": [], + "source": [ + "doy = daC.groupby(\"time.dayofyear\")\n", + "mean_doy=doy.mean(dim=\"time\")" ] }, { "cell_type": "markdown", - "id": "36", + "id": "b1c073a9-e95a-4989-b745-06d60dd8e251", "metadata": {}, "source": [ - "#### Create the subsets for periods: 1995-2004 and 2014-2023" + "#### Load the NOAA dataset" ] }, { "cell_type": "code", - "execution_count": 28, - "id": "37", + "execution_count": 122, + "id": "1caa6c2f-2637-4a68-aee5-0ad61425f236", "metadata": {}, "outputs": [], "source": [ - "# Select data for the two time intervals.\n", - "interval1 = da.sel(time=slice(\"1995-07-01\", \"2004-09-30\"))\n", - "interval2 = da.sel(time=slice(\"2014-07-01\", \"2023-09-30\"))\n", - "\n", - "# Group by the day of the year.\n", - "interval1_grouped = interval1.groupby(\"time.dayofyear\")\n", - "interval2_grouped = interval2.groupby(\"time.dayofyear\")\n", - "\n", - "# Calculate the average for matching days.\n", - "interval1_mean = interval1_grouped.mean(dim=\"time\")\n", - "interval2_mean = interval2_grouped.mean(dim=\"time\")\n", + "#NOAA data\n", + "df_noaa = pd.read_csv(\"/data/wp5/trigoso_camila/LakeSurfaceTemperature/avgtemps-s_1995-2024_C.csv\") \n", + "# Assuming your DataFrame is named 'df'\n", + "df_noaa_subset = df_noaa.iloc[182:275] \n", + "#The range is the day of the year fro the 1st of July and 30th of September" + ] + }, + { + "cell_type": "markdown", + "id": "fcc86756-72ab-41c5-863b-3f2fdfaad2cf", + "metadata": {}, + "source": [ + "The CSV file is titled \"Long-term Average Surface Water Temperature Compared to 2024 (CSV, 1995-2023)\" and is in °C. This file was obtained from the NOAA Great Lakes CoastWatch webpage [5].\n", "\n", - "# Convert interval1_mean and interval2_mean from Kelvin to Fahrenheit\n", - "#We convert to °F for comparison with EPA (2024)\n", - "interval1_mean_F = (interval1_mean - 273.15) * (9/5) + 32\n", - "interval2_mean_F = (interval2_mean - 273.15) * (9/5) + 32" + "The NOAA CoastWatch Great Lakes Regional Node dataset provides lake surface water temperature (LSWT) data derived from multiple sources, including the NOAA Advanced Very High Resolution Radiometer (AVHRR), the Visible Infrared Imaging Radiometer Suite on the Suomi National Polar-Orbiting Partnership spacecraft (VIIRS S-NPP), and the VIIRS instrument on NOAA-20 [6]. " ] }, { "cell_type": "markdown", - "id": "38", + "id": "0db52674-755e-4ca5-bca0-7a255dbc58be", "metadata": {}, "source": [ - "#### Create the subsets for periods: 1995-2004 and 2014-2023" + "#### Plot" ] }, { "cell_type": "code", - "execution_count": 30, - "id": "39", + "execution_count": 123, + "id": "c18f4593-ec49-451f-90ba-6ac9ac31d5de", "metadata": {}, "outputs": [ { "data": { - "image/png": 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OGDBggHr/srGxEf369ROvvvqqKC4uVtu15Dwa77t1z5kQtUbnjh07TJafPXtWAGL58uVNzhcQDz74oMmyW2+9VdjZ2YmUlBST5WPHjhWOjo6ioKBACFH7/Ro0aFCT4wjR+L1s6tSponXr1urnESNGiHvuuUd4eHioLzZ27twpALF582YhhBAnT54UgJg9e7ZJX8br89lnn210PsbrZe7cuSbLjS91vvzySyHEpZ2rFStWmI1X/3pr7m+IcT8bmmddo6tjx45i8uTJje63RCKEEDK8UCJpgsGDBxMREcGKFSs4evQo8fHxDYYWrlu3Dnd3dyZMmIBOp1P/YmJi8Pf3NwnLO3fuHLfffjv+/v5YWVlhY2Oj5sCcPHnSpF+NRsOECRNMlnXu3NksZOlSiYiI4PDhw8TFxbFgwQJGjBhBfHw8Dz30EH379jUJsTKGChr3JTY2Vg0jMoaWbdu2TV3Xo0ePyyY48vvvvwOYhfpNmTIFJycnfvvtN5PlMTExhISEqJ/t7e2JjIy8LMdt4sSJJp87d+5MRUUF2dnZgHItaDQapk6danIt+Pv706VLl0YT20tLS4mPj+eGG27A3t5eXe7i4mJ2HYCihjZx4kS8vLzUa2natGno9XrOnDmjtnvkkUfIzs5WQ4oMBgPLly/nuuuua1Th6/Tp02RkZHDnnXeahGs5Oztz4403smfPHrOQq8uBv78/vXr1MllW/7pft24dHTt2JCYmxuQ4jx49ullKmM05Jps2bUKn0zFt2jSTMezt7Rk8eLDJGCUlJTz11FO0adMGa2trrK2tcXZ2prS01Ox7DXDjjTc261hkZGQA4Ovr26z2l4oQwmQfdTqdui4uLo6EhASmT5+OlZUVADNnzkSj0TQZttsQcXFxuLi4MGbMGJPlxtDu5szLy8uL7du3Ex8fz6JFi5g0aRJnzpzhmWeeoVOnTqrSaEvOo5E77rjD5PPtt98OYBJGDbXnJT09/ZKOw++//87w4cMJDg42WT5jxgzKyspMwnih+ddNYwwfPpxz586RlJRERUUFO3bsYMyYMQwdOpQtW7YA8Ouvv2JnZ6fe2437Xf8e3KtXL6Kjo83uwQ1R/7jefPPNWFtbq/1fyrlqzjFp7m+IcR4NzbMuvXr1YsOGDTz99NPExsZSXl7e5Dwk/05k1qVE0gQajYaZM2eybNkyKioqiIyMZODAgRbbZmVlUVBQgK2trcX1xh//kpISBg4ciL29PS+99BKRkZE4OjqSmprKDTfcYHbTdnR0NHn4BrCzs2syB6clGBUGBw0aBCgP/nfddRerV69mxYoVzJ49G1CMUK1Wy9atWxk1ahTHjh1Tk9VdXFzo2rUrsbGxdO7cmaSkJG655ZbLNsfc3Fysra3VPAUjGo0Gf39/M/UwLy8vsz7s7Owuy49i/b7t7OwA1L6zsrIQQuDn52dx+9atWzfYd35+PgaDAX9/f7N19ZelpKQwcOBAoqKieOuttwgLC8Pe3p69e/fy4IMPmuxr165dGThwIO+++y533HEH69atIzk5mQ8++KDRfTUeV0t5f61atcJgMJCfn4+jo2Oj/bSU5py/rKwsEhISsLGxsdhHU9L+zTkmRqW+nj17WuyjriF6++2389tvv/H888/Ts2dPXF1d0Wg0jBs3zuJ111AuZX2M29a/D1xuPvvsM2bOnGmyTNTkKRmVCq+//no1/8XNzY0BAwawZs0a3nnnHdzd3Vs0Xm5ursXvSP1lcXFxZrmhSUlJJi8LevToQY8ePQAlH+epp57izTffZMmSJSxZsqRF5xHA2tra7Bo0fv/q32uM5+VS7y0N5dW2atXK4njNvW4aY8SIEYBiWIWHh1NdXc2wYcPIyspi4cKF6rr+/fvj4OBgMo+G5trcF1r172PGY23sv6XnytHR0UTsqiGa+xti/LehedZl2bJlBAUFsXr1ahYvXoy9vT2jR4/mv//9L23btm1yTpJ/D9LokkiawYwZM3jhhRd4//33efnllxts5+3tjZeXFxs3brS43ujx+f3338nIyCA2NtZE4a1+Iu+1xMnJiWeeeYbVq1dz7Ngxdbmbm5tqWBnl4Pv376+uHzx4MFu3bqVTp04Al1VEw8vLC51Ox8WLF01+NIUQZGZmNvgDfS3w9vZGo9GodZXqY2mZEQ8PDzQajZk0P2C27IcffqC0tJTvv//eREa8odpYDz/8MFOmTOHAgQO88847REZGMnLkyEb3xfiQceHCBbN1GRkZaLVaPDw8Gu3jSuHt7Y2Dg0ODnhZvb+8m+2jqmBj7+O677xqVai8sLGTdunXMmzePp59+Wl1eWVlJXl6exW2aW3PNOIeG+qmL0QCoL8rRHEnzCRMmEB8fb7bcKCAEDT8If/XVV+rLGXt7ezNhGTA3gr28vCyKE9S/zrt37242L6NBYgkbGxvmzZvHm2++qd6/mnsejeh0OnJzc00eso3zqv/gbTwvzbneLOHl5dXg98tSv5ejVl9QUBCRkZH8+uuvhIWF0aNHD9zd3Rk+fDizZ8/mjz/+YM+ePSxYsMBknqDcC+orVmZkZDR7/zMzMwkMDFQ/1z/WLT1XzT0ezf0NMc6joXnWxcnJiQULFrBgwQKysrJUr9eECRM4depUs+Yl+XcgjS6JpBkEBgbyxBNPcOrUKaZPn95gu/Hjx/P111+j1+vp3bt3g+2MPxD1H7yb8jhcKS5cuGDxzaUxHKr+w83QoUN57bXX+Oqrr+jevbtJ+ODgwYN58803+eGHH7CxsTExyP4sw4cPZ8mSJXz55ZfMnTtXXb5mzRpKS0tVxao/S32v1aUwfvx4Fi1aRHp6OjfffHOLtnVycqJXr158//33/Pe//1UfoouLi/n5559N2lq6loQQfPTRRxb7NhaQfeyxx4iLi+PNN99s8oElKiqKwMBAvvrqKx5//HG1fWlpKWvWrFEVDVvK5TrOr7zyCl5eXoSHh19SH00dk9GjR2NtbU1iYmKjIUwajQYhhNn3+uOPP0av11/S3IwYi5InJiY22dbPzw97e3uOHDlisvzHH39sclsvLy+LHsavvvqK8vJyFi5cqIaa1WXKlCkmHvGwsDC+/fZbKisr1eORm5vLrl27TDwSgwcP5ptvvmHDhg0mEupff/21Sf8uLi6qF6s+zb1/Nfc81mXVqlU8/PDDJscBMFNmNCqStm/fvln91mf48OGsXbuWjIwMk/vt559/jqOj4yWX1WjqOzZixAi++eYbgoODue666wCIjIwkJCSEF154gerqatUjBjBs2DAAvvzySxPjOz4+npMnT/Kf//ynWfNatWqViSLiN998g06nU4/rpZyr5tDc3xDjPBqaZ0P4+fkxY8YMDh8+zNKlS1XpeokEpNElkTSbRYsWNdnm1ltvZdWqVYwbN45HHnmEXr16YWNjQ1paGlu3bmXSpElcf/319OvXDw8PD+6//37mzZuHjY0Nq1at4vDhw1dk7kVFRWY1uECpkzV48GA6dOjA8OHDGTt2LBEREVRUVPDHH3/w+uuv4+fnx1133WWyndHoWrt2LY8//rjJOmPo5Y8//ki/fv1wcnK6bPsxcuRIRo8ezVNPPUVRURH9+/fnyJEjzJs3j65du3LnnXdelnFcXFwIDQ3lxx9/ZPjw4Xh6euLt7d1o3lN9+vfvz7333svMmTPZt28fgwYNwsnJiQsXLrBjxw46derEAw880OD2CxcuZMyYMYwcOZLHHnsMvV7P4sWLcXJyMvF2jBw5EltbW2677TaefPJJKioqWL58Ofn5+Rb7tbKy4sEHH+Spp57CycnJLLfBElqtliVLlnDHHXcwfvx47rvvPiorK/nvf/9LQUFBs74blujYsSMAH374IS4uLtjb2xMeHm7xob8h5syZw5o1axg0aBBz586lc+fOGAwGUlJS2Lx5M4899lijL0Cg6WMSFhbGiy++yH/+8x/OnTvHmDFj8PDwICsri71796pvul1dXRk0aBD//e9/1eslLi6OTz75pMVhd/UJCgqidevW7Nmzx8QIMFLXSDTmEq5YsYKIiAi6dOnC3r17/1R9r08++QQPDw8ef/xxiyGO06ZN44033uDw4cN06dKFO++8kw8++ICpU6dyzz33kJuby5IlS8xCwKZPn86bb77J1KlTeemll2jTpg0bNmxg06ZNgGXJ9/qMHj2aoKAgJkyYQLt27TAYDBw6dIjXX38dZ2dnHnnkEaD559GIra0tr7/+OiUlJfTs2ZNdu3bx0ksvMXbsWDPDc8+ePVhZWanh2S1l3rx5rFu3jqFDh/LCCy/g6enJqlWr+OWXX1iyZAlubm6X1G9T97Lhw4fz3nvvkZOTw9KlS9Xthg8fzqeffoqHh4eJ0REVFcW9997L22+/jVarZezYsSQnJ/P8888THBxsYsg0xvfff4+1tTUjR47k+PHjPP/883Tp0kV9QdXSc9VcmvsbEh0dzdSpU1m6dCk2NjaMGDGCY8eO8dprr5ldw71792b8+PF07twZDw8PTp48yRdffHHJL6Mk/2CunYaHRPLXpa56YWPUVy8UQpHYfe2110SXLl2Evb29cHZ2Fu3atRP33XefOHv2rNpu165dom/fvsLR0VH4+PiIu+++Wxw4cMBMsashhT+jClRTGFXgLP0Z5/7BBx+IG264QbRu3Vo4OjoKW1tbERERIe6//36Rmppq1mdRUZGwtrYWgFi3bp3Z+piYGAGYSXHXp6XqhUIoCoRPPfWUCA0NFTY2NiIgIEA88MADIj8/36RdaGiouO6668y2b0hVrT6//vqr6Nq1q7CzszNRqzIe9/rSyA2pwK1YsUL07t1bODk5CQcHBxERESGmTZsm9u3b1+QcfvrpJ9G5c2dVunrRokUWz/vPP/+sXm+BgYHiiSeeEBs2bGhQGTA5OVkA4v77729yDnX54YcfRO/evYW9vb1wcnISw4cPFzt37jRp0xL1QiGEWLp0qQgPDxdWVlYm135Dqpv11ciEUGTHn3vuOREVFSVsbW2Fm5ub6NSpk5g7d26T0vxGmnNMfvjhBzF06FDh6uoq7OzsRGhoqLjpppvEr7/+qrZJS0sTN954o/Dw8BAuLi5izJgx4tixYyI0NNRE8ay595i6PP/888LDw8NE1loIRVG1e/fuJssKCwvF3XffLfz8/ISTk5OYMGGCuo8tVS88fPiwAMScOXMabHPq1ClVtt3IZ599JqKjo4W9vb1o3769WL16tcXzl5KSIm644Qbh7OwsXFxcxI033ijWr18vAPHjjz82eVxWr14tbr/9dtG2bVvh7OwsbGxsREhIiLjzzjvFiRMnzNo35zwa701HjhwRQ4YMEQ4ODsLT01M88MADoqSkxKzPgQMHigkTJjQ5VyEsqxcKIcTRo0fFhAkThJubm7C1tRVdunQxU29s6fdLiIbvZUIIkZ+fL7RarXBycjJRqjWq9N1www1m/en1erF48WIRGRkpbGxshLe3t5g6darF34r6GO9f+/fvFxMmTFDP+W233SaysrLM2rfkXFnC0vXW3N+QyspK8dhjjwlfX19hb28v+vTpI3bv3m32XX766adFjx49hIeHh7CzsxOtW7cWc+fOFTk5OU0eD8m/C40QjVTyk0gkEsk/jrfffpuHH36YY8eOmRVC/bfydzgmGRkZhIeH8/nnn6sCNdXV1QQEBDBs2DC++eabazzDy8crr7zCc889R0pKilnu0NVgxowZfPfdd5SUlDTZNjExkbZt27Jp06Ym8yP/7cyfP58FCxZw8eLFS85/k0j+rsjwQolEIvmXcPDgQZKSknjxxReZNGnSX9a4uJr8nY5Jq1atmDNnDi+//DJjx44lPj6eVatWkZubayZt/XfinXfeAaBdu3ZUV1fz+++/s2zZMqZOnXpNDK6W8tJLLzF8+HBpcEkkkkaRRpdEIpH8S7j++uvJzMxk4MCBvP/++9d6On8J/m7H5LnnnsPR0ZEff/yRmTNnEhYWxrJly5g0adK1ntol4+joyJtvvklycjKVlZWEhITw1FNP8dxzz13rqTWJTqcjIiKCZ5555lpPRSKR/MWR4YUSiUQikUgkEolEcgVpWhZIIpFIJBKJRCKRSCSXjDS6JBKJRCKRSCQSieQKIo0uiUQikUgkEolEIrmCSCGNFmAwGMjIyMDFxcWkEKVEIpFIJBKJRCL5dyGEoLi4mFatWjVZzF0aXS0gIyOD4ODgaz0NiUQikUgkEolE8hchNTW1yRIX0uhqAS4uLoByYF1dXa/pXAoKCti5cyf9+/fH3d39ms5FIpE0D/m9lUj+XsjvrERy9fk7fe+KiooIDg5WbYTGkEZXCzCGFLq6ul5zo8tgMODo6PiXmItEImke8nsrkfy9kN9ZieTq83f83jUn7UgKaUgkEolEIpFIJBLJFeQvYXSlp6czdepUvLy8cHR0JCYmhv379wNQXV3NU089RadOnXBycqJVq1ZMmzaNjIyMRvtcuXIlGo3G7K+iouJq7JJEIpFIJBKJRCKRAH+B8ML8/Hz69+/P0KFD2bBhA76+viQmJqoxnGVlZRw4cIDnn3+eLl26kJ+fz5w5c5g4cSL79u1rtG9XV1dOnz5tssze3v5K7YpEIpFIJBKJRCKRmHHNja7FixcTHBzMp59+qi4LCwtT/+/m5saWLVtMtnn77bfp1asXKSkphISENNi3RqPB39//ss+5MYQQVFdXo9frr+g4VVVVWFtbU1VVRXl5+RUdSyKRNB8rKytsbGxkWQmJRCKRSCQq19zo+umnnxg9ejRTpkwhLi6OwMBAZs+ezT333NPgNoWFhWg0miYVTUpKSggNDUWv1xMTE8PChQvp2rVrs+d24cIFLly4YNIfKKoqBoPBrL1er6eiogInJyesra/sobW3t6dnz57Y29tfcQNPIpE0n8rKSkpLS7G3t8fKyspkXXFxscm/Eonkr438zkokV5+/0/euqKio2W01QghxBefSJMZwv0cffZQpU6awd+9e5syZwwcffMC0adPM2ldUVDBgwADatWvHl19+2WC/e/bsISEhgU6dOlFUVMRbb73F+vXrOXz4MG3btm3W3ObPn8+CBQvMln/11Vc4OjqaLQ8LCyMkJES+4ZZI/uUIIUhJSSE5OflaT0UikUgkEskVoqysjNtvv53CwsImlRavudFla2tLjx492LVrl7rs4YcfJj4+nt27d5u0ra6uZsqUKaSkpBAbG9siGUmDwUC3bt0YNGgQy5Yta9Y2ljxdgwcP5vz582ZjV1dXY2Njg7Ozc7Pn9GcwGAyUlZXh6OjYZAVsiURy9SkpKUGn05l4vYuLizlw4ADdunVrVk0PiURybZHfWYnk6vN3+t4VFRURGhraLKPrmocXBgQE0L59e5Nl0dHRrFmzxmRZdXU1N998M0lJSfz+++8t1u3XarX07NmTs2fPtmhuAQEB6mejC9Hd3d1sfGNe1ZUOKzSi0+kAZb+u1pgSiaT52NnZYWdnh4ODg9k6FxeXv3zBR4lEUov8zkokV5+/w/euJY6Pa+4i6d+/v5nC4JkzZwgNDVU/Gw2us2fP8uuvv+Ll5dXicYQQHDp0yMSIkkgkEolEIpFIJJIrzTV3kcydO5d+/frxyiuvcPPNN7N3714+/PBDPvzwQ0Dx6Nx0000cOHCAdevWodfryczMBMDT0xNbW1sApk2bRmBgIK+++ioACxYsoE+fPrRt25aioiKWLVvGoUOHePfdd6/NjkokEolEIpFIJJJ/Jdfc6OrZsydr167lmWee4cUXXyQ8PJylS5dyxx13AJCWlsZPP/0EQExMjMm2W7duZciQIQCkpKSYuPgKCgq49957yczMxM3Nja5du7Jt2zZ69ep1VfZLIpFIJBKJRCKRSOAvEF4IMH78eI4ePUpFRQUnT540kYsPCwtDCGHxz2hwAcTGxrJy5Ur185tvvsn58+eprKwkOzubTZs20bdv36u4V38ftm3bxoQJE2jVqhUajYYffvjBrE1WVhYzZsygVatWODo6MmbMGLP8uMTERK6//np8fHxwdXXl5ptvJisry6RNWFgYGo3G5O/pp59udH6xsbFMmjSJgIAAnJyciImJYdWqVWbt4uLi6N69O/b29rRu3Zr333/frM2aNWto3749dnZ2tG/fnrVr1zY47quvvopGo2HOnDmNzm/lypVoNBqio6PN1n3zzTdoNBqT2nPXgvnz55sd9/p//zSlvdjYWDQaDQUFBdd6KhKJRCKRSP7l/CWMLsm1pbS0lC5duvDOO+9YXC+EYPLkyZw7d44ff/yRgwcPEhoayogRIygtLVX7GDVqFBqNht9//52dO3dSVVXFhAkTzGqavfjii6oy5IULF3juuecand+uXbvo3Lkza9as4ciRI8yaNYtp06bx888/q22SkpIYN24cAwcO5ODBgzz77LM8/PDDJoIsu3fv5pZbbuHOO+/k8OHD3Hnnndx888388ccfZmPGx8fz4Ycf0rlz52YdQycnJ7Kzs80UN1esWNFoAe+rxeOPP25yzIOCgszOQ3Bw8LWeZrOoqqq66mNWV1df9TElEolEIpH8gxCSZlNYWCgAUVhYaLaurKxMlJWVmSyrrC4X6fkJV+Qv5eIpcSrloEi5eMpsXWV1+SXvIyDWrl1rsuz06dMCEMeOHVOX6XQ64enpKT766CMhhBCbNm0SWq3W5Njk5eUJQGzZskVdFhoaKt58881Lnp+RcePGiZkzZ6qfn3zySdGuXTuTNvfdd5/o06eP+vnmm28WY8aMMWkzevRoceutt5osKy4uFm3bthVbtmwRgwcPFo888kijc/n000+Fm5ubeOihh8Tdd9+tLk9NTRV2dnbi6aefFqGhoSbb/PTTT6Jbt27Czs5OhIeHi/nz54vq6mp1/euvvy46duwoHB0dRVBQkHjggQdEcXGx2ZgbN24U7dq1E05OTmL06NEiIyOj0bkaqX8eCgoKxD333CN8fHyEi4uLGDp0qDh06JC6ft68eaJLly7ik08+EcHBwcLJyUncf//9QqfTicWLFws/Pz/h4+MjXnrpJZNxAPHee++JMWPGCHt7exEWFia++eYbkzZpaWni5ptvFu7u7sLT01NMnDhRJCUlqeunT58uJk2aJF555RUREBCgHssvvvhCdO/eXTg7Ows/Pz9x2223iaysLCGEEElJSQIw+Zs+fbrFfRdCiC5duoh58+aZzHv58uVi4sSJwtHRUbzwwgvNOm91sXRPyM/PFz/88IPIz8+3uI1E8k9l59kfxao9r4ji8vxrPZUWIb+zEsnV5+/0vWvMNqjPNc/p+ieTU5LO57vMiytfaab1m0cr94jL1l9lZSVQW8gawMrKCltbW3bs2MHdd99NZWUlGo0GOzs7tY29vT1arZYdO3YwYsQIdfnixYtZuHAhwcHBTJkyhSeeeEIVRGkuhYWFJuF8u3fvZtSoUSZtRo8ezSeffKLWUNu9ezdz5841a7N06VKTZQ8++CDXXXcdI0aM4KWXXmr2nO666y4GDRrEW2+9haOjIytXrmTMmDH4+fmZtNu0aRNTp05l2bJlDBw4kMTERO69914A5s2bBygSpMuWLSMsLIykpCRmz57Nk08+yXvvvaf2U1ZWxmuvvcYXX3yBVqtl6tSpPP744xZDLxtDCMF1112Hp6cn69evx83NjQ8++IDhw4dz5swZPD09ASV8dMOGDWzcuJHExERuuukmkpKSiIyMJC4ujl27djFr1iyGDx9Onz591P6ff/55Fi1axFtvvcUXX3zBbbfdRseOHYmOjqasrIyhQ4cycOBAtm3bhrW1NS+99BJjxozhyJEj6nXx22+/4erqypYtWxA1pQWrqqpYuHAhUVFRZGdnM3fuXGbMmMH69esJDg5mzZo13HjjjZw+fRpXV1eL0u2NMW/ePF599VXefPNNrKysmnXeJBKJOdX6SrafWYNAsC95M0Pa3XytpySRSCRXHRleKGmSdu3aERoayjPPPEN+fj5VVVUsWrSIzMxMtXh0nz59cHJy4qmnnqKsrIzS0lKeeOIJDAaDSYHpRx55hK+//pqtW7fy0EMPsXTpUmbPnt2i+Xz33XfEx8czc+ZMdVlmZqaZcePn54dOpyMnJ6fRNkY1TICvv/6aAwcOqCqYLSEmJoaIiAi+++47hBCsXLmSWbNmmbV7+eWXefrpp5k+fTqtW7dm5MiRLFy4kA8++EBtM2fOHIYOHUp4eDjDhg1j4cKFfPPNNyb9VFdX8/7779OjRw+6devGQw89xG+//dbieW/dupWjR4/y7bff0qNHD9q2bctrr72Gu7s73333ndrOYDCwYsUK2rdvz4QJExg6dCinT59m6dKlREVFMXPmTKKiooiNjTXpf8qUKdx9991ERkaycOFCevTowdtvvw0ox1ur1fLxxx/TqVMnoqOj+fTTT9UC6EacnJz4+OOP6dChAx07dgRg1qxZjB07ltatW9OnTx+WLVvGhg0bKCkpwcrKSjUWfX198ff3x83NrUXH5fbbb2fWrFm0bt2a0NDQZp03ieTfyumEXD7+4hAJ5/LM1uWXZiFQXpacu3jkak9NIpFI/hJIT9cVxNs5kGn9rswbcL1OR1l5OY4ODljVK47s7Rx4WceysbFhzZo13HXXXXh6emJlZcWIESMYO3as2sbHx4dvv/2WBx54gGXLlqHVarntttvo1q0bVlZWaru6nqbOnTvj4eHBTTfdxOLFi/Hy8qJDhw6cP38egIEDB7JhwwaTucTGxjJjxgw++ugjOnToYLJOo9GYfDZ6ROout9TGuCw1NZVHHnmEzZs3m3j1WsKsWbP49NNPCQkJoaSkhHHjxpnlyu3fv5/4+HhefvlldZler6eiooKysjIcHR3ZunUrr7zyCidOnKCoqAidTkdFRQWlpaU4OTkB4OjoSERErUczICCA7OzsFs95//79lJSUmNW/Ky8vJzExUf0cFhZmUhnez88PKysrE9VQPz8/sznUF7Dp27cvhw4dUsdOSEgwqzhfUVFhMnanTp3MvKEHDx5k/vz5HDp0iLy8PDV3MCUlxazg+qXQo0cPk8/NOW8Syb8Nnc7A2l9Os35LAkJAxoViXnhyoEmbvNLaF1vZxSkUV+ThYu95tacqkUgk1xRpdF1BbK3tL2uYX110Oh0l1iU4OztjbX3lT2P37t05dOgQhYWFVFVV4ePjQ+/evU0eTEeNGkViYiI5OTlYW1vj7u6Ov78/4eHhDfZrDENLSEjAy8uL9evXq6IF9cPB4uLimDBhAm+88QbTpk0zWefv72/isQLIzs7G2tpaNSYaamP0fu3fv5/s7Gy6d++urtfr9Wzbto133nmHyspKEwPSEnfccQdPPvkk8+fPZ9q0aRbPjcFgYMGCBdxwww1m6+zt7Tl//jzjxo3j/vvvZ+HChXh6erJjxw7uuusuE0EHGxsbk201Go1qaLYEg8FAQECAmYcKMKkEb2k8S8vqC6dYwmjoGgwGunfvbjEk0sfHR/2/0dA0YhRuGTVqFF9++SU+Pj6kpKQwevToJoU2tFqt2XGyJJRRf8ymzpvkn8XRtO1oNVZ0COx31cc2GAQajflLor8aGZnFfLDyIOdTC9Vl59MK0ekMWFvXvoypa3QBnLt4lC7Bg6/aPCUSieSvgDS6JC3CGKJ19uxZ9u3bx8KFC83aeHt7A/D777+TnZ3NxIkTG+zv4MGDgOKlAQgNDbXYLjY2lvHjx7N48WI1j6Yuffv2NVEzBNi8eTM9evRQDYO+ffuyZcsWE2/b5s2b6ddPeagaPnw4R48eNelj5syZtGvXjqeeeqpJgwuUgt0TJ07km2++sShZD9CtWzdOnz5NmzZtLK7ft28fOp2O119/XfUi1Q8tvJx069aNzMxMrK2tr4i0/Z49e0yM5D179tC1a1d17NWrV+Pr64urq2uz+zx16hQ5OTksWrRIVV3ct2+fSRujZ0yv15ss9/HxMQl5LSoqIikpqckxmzpvkn8OyTnH+eXIRwD4uATh63r1FEgPHM7k3U/2MXpYa26e/Oc9tlcCIQRbt5/n6++PU1WtvGTx9XYkO6cMvV6QllFEWIi72j6v9ILJ9onZh6XRJZFI/nVIo0tCSUkJCQkJ6uekpCQOHTqEp6enKnf+7bff4uPjQ0hICEePHuWRRx5h8uTJJuIVn376KdHR0fj4+LB7924eeeQR5s6dS1RUFKCIXezZs4ehQ4fi5uZGfHw8c+fOZeLEiY3KqsfGxnLdddfxyCOPcOONN6reKltbWzVv5/777+edd97h0Ucf5Z577mH37t188skn/O9//1P7eeSRRxg0aBCLFy9m0qRJ/Pjjj/z666/s2LEDABcXFzVfyIiTkxNeXl5myxtj5cqVvPfee2bhekZeeOEFxo8frwqJaLVajhw5wtGjR3nppZeIiIhAp9Px9ttvM2HCBHbu3NmgAXc5GDFiBH379mXy5MksXryYqKgoMjIyWL9+PZMnTzYLs2spxlyxAQMGsGrVKvbu3csnn3wCKJ7B//73v0yaNIkXX3yRoKAgUlJS+P7773niiScICgqy2GdISAi2tra8/fbb3H///Rw7dszsBUBoaCgajYZ169Yxbtw4HBwccHZ2ZtiwYaxcuZIJEybg4eHB888/3yyDuqnzJvnncDRtu/r/5NwTV9Xo+n17Mnq9YMOviQzsG0KAn/NVG7s5FBZVsmLVIQ4fU8KIra213DihHX17BjLn2S0AJKcW1jO6TD1dybnH0Bt0WGnlI4hEIvn3IIU0JOzbt4+uXbuq3odHH32Url278sILL6htLly4wJ133km7du14+OGHufPOO00MGoDTp08zefJkoqOjefHFF/nPf/7Da6+9pq63s7Nj9erVDBkyhPbt2/PCCy9wzz33mPVTn5UrV1JWVsarr75KQECA+lc3zCs8PJz169cTGxtLTEwMCxcuZNmyZdx4441qm379+vH111/z6aef0rlzZ1auXMnq1avp3bv3nzp+9XFwcGjQ4AJFMXHdunVs2bKFnj170qdPH9544w3VyxcTE8Mbb7zB4sWL6dixI6tWrbokYY/motFoWL9+PYMGDWLWrFlERkZy6623kpycbCY8ciksWLCAr7/+ms6dO/PZZ5+xatUqNefK0dGRbdu2ERISwg033EB0dDSzZs2ivLy8Uc+Xj48PK1eu5Ntvv6V9+/YsWrTI5FoDCAwMZMGCBTz99NP4+fnx0EMPAfDMM88waNAgxo8fz7hx45g8ebJJblxDNHXeJP8MqnQVnMmq9Zqm5p2+amMbDILE5HwAhIBfNic0scXV5dCxLJ5/JVY1uFr5O/PCEwMYOyICdzd7PN2VMNvklEKT7YxGl9F4rdJVkJZ/9irOXCKRSK49GnEpSSD/UoqKinBzc6OwsNDsgbC8vBwwz0O6Uuh0OkpKrl5Ol0RyKWg0GtauXcvkyZOv9VSuOpbuCQUFBcTFxTF48GCTfDnJX4ejaTv45ciH6mcHG2ceHvEOGs2Vf0eZnlHMf16OVT9baTUsmj8MH69rL9JyLjmfha/twPjEMHJIOFMmRWNrW+slfuuDvRw8kkV4iBvznhoEQFlVMct+fRCAUR2m8fvJr9EZqujdehxD29161fejpcjvrERy9fk7fe8asw3qIz1dEolEIrkmZBWd56O4p9id8HPTja8Sx9N31vxPEbEory4hpyTjqox9NqlWbl2jAb1BsGHLX8Pb9WtcMkKAvZ0Vjz3YmzumdDQxuAA1pDA1oxidTsn1qhta6OsSQqiXUl8xMfvw1Zm4RCKR/EWQRpdEIpFIrgkHz/9ObukFdp/7+ZKUNy83xRV5JOeeAKBryFB1+dUKMUw8p4QWenk40Lenks+4bXcq+QUVV2X8higtqyb+oGJ49usVRKf2vhbbhQUrQks6nYH0C8WAqdHl6eRPhG8XAHJK0iksz7mS05ZIJJK/FNLokkgkVwwhxL8ytFDSPC4UngOUHJ+yquJrPBs4kbEbaor49gofi6eTP3D1jK6EJMXoatPag/Gj26DRKAbMxt8Sm9jyyrJnXzrVNSqFg/o1LCpSVzwjOaUAgLwSRbnQztoRB1sXWvt0Uducy5aFkiUSyb8HaXRJJBKJ5E9hMOibblQPnb6Ki8Vp6ueCsqzLOaVL4lj6LgACPdri4eRHsKeivJqad/qKe+JKSqu4kFUCQJtwD1r5u9A9RimlsXXHeYpLKq/o+I2xbVcKACFBroTWeLMs4eZqh7ubqZiG0dPl6eSPRqPB3dEHL+dWACRelCGGEonk34M0uiQSiURyyWw99TVvbL6XM5n7W7RddnEqBlFrrOWXZV/uqbWIrKIULhanAtCxVX8Agj3bAVBSmU/BFZ5fYo2XCyCitVIKY8LotgBUVenZvLXpWnJXguSUArX48aB+IU0WbA4LUYyy5Jpt8o1Gl3OA2iaixtt1Pvc4Or15YXKJRCL5JyKNLolEIpFcEnqDjgPnf0NnqOZwWlyLtr1QYGpEXGmjpimMAhpWWmvaBfQCUD1dcOVDDI2hhbY2WkKCFAWs0GA3OndQ8qd+jUuirPzqGyjbdiuGqI2Nlr49A5tsb8zrSk0volqnI6/Gg2kM1QRo7dMZgGp91VWV5JdIJJJriTS6JBKJRHJJZBWdp1qvhL2l559FCEOztzXmcxm5lp4ugzDU5HMpXhgHW6UgsZuDN672Ss29K2501YhohIW4Y21V+9M8cYzi7Sov1/FbXPIVnUN9Kqt07I5XQkB7xATg5Gjb5DbGvC6dzsDppDT0BsVQrGt0BXlEYmulhCHKEEOJRPJvQRpdEolE8jdHp6/mcGoc2UWpV3XcuoZIRXWpiVJdU2QW/nU8XedzjlNSWQBAh8D+JuvUvK78K2d06fUGks4bRTQ8Tda1ae1JdKRi+G36PZHKSt0Vm0d99h28QHm5Ml5jAhp1MYYXApw+Vyu1X9fosrayIdS7AwDnpNElkUj+JUijSyKRSP7mHEvfwYajn/BN/Gst8jb9Wep7f9LyzzZruypdBbk1ta9srBTvSUHptTO6jtWEFtrbOKn5RkaMRldBWTZF5Xlm21qiqLiSoyeyMRiaJ76RllFMRaWS39Ym3MNs/YQxkQCUlFYTu/N8s/q8HBhDC/18nGjX1qtZ27i72ePuZgfUKhgCeDj6m7SLqAkxzCvNJL/02ouoSCQSyZVGGl0SiUTyNye7SFGXK6nMJ7uOIuCVxCAMFoyuM83aNqvoPKJGmr2Nb1cASqsKqdJd/XpUVboKzmTtAyA6oDfWVjYm641iGgBpzfB2Xcwp4/lX4nj93T/4fVtys+ZQV0SjTWtzoys60ouIGmNsw6+JVFW3XC2ypWRmlXD6bC4AA/sFNymgUZfQYHcAMjKU0FMXe09sre1M2phIx1+U0vESieSfjzS6JLz66qv07NkTFxcXfH19mTx5MqdPmz5cCCGYP38+rVq1wsHBgSFDhnD8+HGTNh9++CFDhgzB1dUVjUZDQUFBg2NWVlYSExODRqPh0KFDjc4vNjaWSZMmERAQgJOTEzExMaxatcqsXVxcHN27d8fe3p7WrVvz/vvvm6z/6KOPGDhwIB4eHnh4eDBixAj27t1r0mb58uV07twZV1dXXF1d6du3Lxs2bGh0fitXrkSj0RAdHW227ptvvkGj0RAWFtZoH1ea+fPno9FoGv1LTk6+pnO83MTGxjZ5Hf5TqFtkNjXv1FUZ82JxGpW6MkDxEAGk5yeYtcsvKOf4qYucPZfH+dRCMrNKOJuaiL7KBoPeiki/nmrbaxFieDpzH9X6KsA8tBCUsDhHW0XYoqm8rqLiSl57dw+FRYqx0Vyv1NlzigfN19sRVxc7s/UajUZVMiworGTHnisfRmr0cmm1Ggb0DsZg0LPz7A8cSd3W5LbGEMP8HC3CoDEJLTTi6uCJj0swIPO6JBLJvwNpdEmIi4vjwQcfZM+ePWzZsgWdTseoUaMoLS1V2yxZsoQ33niDd955h/j4ePz9/Rk5ciTFxbUFTcvKyhgzZgzPPvtsk2M++eSTtGrVqlnz27VrF507d2bNmjUcOXKEWbNmMW3aNH7++We1TVJSEuPGjWPgwIEcPHiQZ599locffpg1a9aobWJjY7ntttvYunUru3fvJiQkhFGjRpGenq62CQoKYtGiRezbt499+/YxbNgwJk2aZGZg1sfJyYns7Gx2795tsnzFihWEhDQvF+JK8vjjj3PhwgX1LygoiBdffNFkWXBw8LWeZrOoqqq66mNWV/+1Za3rGl0puVfH6Kpr3HUPHQlAXukFkyLHhUWVPLMwlv++vYeXX9/JvEXbePrFrXz+oZ6zWyZzZuMNLHkli6RtI8k6HsOe/Ve/HpVRtdDd0ZdA9zZm6zUajUm9roaorNSxdPlesrJr75tpGcWkphc1OQejpyvCQmihkS4dfQkOVIy/9VsS0OmvXBipTm9QDbsuHXxxd7PnQMpvbD/7PeuPftxkOKDR6DIYtFSWuFo0uqA2xDAl96Rq+EokEsk/FWl0XUEqKnQkJuVfkb9zyQUkpxZxLrnAbF1FRcsSrTdu3MiMGTPo0KEDXbp04dNPPyUlJYX9+5W6O0IIli5dyn/+8x9uuOEGOnbsyGeffUZZWRlfffWV2s+cOXN4+umn6dOnT6Pjbdiwgc2bN/Paa681a37PPvssCxcupF+/fkRERPDwww8zZswY1q5dq7Z5//33CQkJYenSpURHR3P33Xcza9YskzFWrVrF7NmziYmJoV27dnz00UcYDAZ+++03tc2ECRMYN24ckZGRREZG8vLLL+Ps7MyePXsanaO1tTW33347K1asUJelpaURGxvL7bffbtb+559/NvHKLViwAJ2u9ry98cYbdOrUCScnJ4KDg5k9ezYlJSXq+pUrV+Lu7s6mTZuIjo7G2dmZMWPGcOHCBYvzc3Z2xt/fX/2zsrLCxcVF/ezg4MADDzyAr68vrq6uDBs2jMOHa98+z58/n5iYGNWIdHZ25oEHHkCv17NkyRL8/f3x9fXl5ZdfNhlXo9GwfPlyxo4di4ODA+Hh4Xz77bcmbdLT07nlllvw8PDAy8uLSZMmmXjdZsyYweTJk3n11Vdp1aoVkZFKfsuXX35Jjx491P24/fbbyc5WPCXJyckMHToUAA8PDzQaDTNmzAAgLCyMpUuXmswhJiaG+fPnm8z7/fffZ9KkSTg5OfHSSy8167xdC4QQFJXnqp9T8698IV+oNUC8nQNp69dNXV7X23X4WFaT9yMhoLLYnfzktnz/XQH/99Rmnns5li9WHyX+QAZFxVfOCCuuyCM59wQAHQP7NxhCZzS6ckrSKas0N6J0egPvfrKfc+cLABjcPwQrK6Uvo/pfQxQVV5Kdo3gM29YT0aiLRqNhQo2SYU5uOfEHMhps+2c5cixbPe6D+oegN+jYe67W45/ShDc1rCa8EKCi0KNBo6u1rxJiqDNUk5J78k/OWiKRSP7aWF/rCfyTSb9QzMLXdlz1cZ9/fECjb0yborBQKWrp6ak8ACQlJZGZmcmoUaPUNnZ2dgwePJhdu3Zx3333NbvvrKws7rnnHn744QccHR3/1BzrhvPt3r3bZH4Ao0eP5pNPPqG6uhobG5v6XVBWVkZ1dbW6n/XR6/V8++23lJaW0rdv3ybndNdddzFo0CDeeustHB0dWblyJWPGjMHPz8+k3aZNm5g6dSrLli1j4MCBJCYmcu+99wIwb948ALRaLcuWLSMsLIykpCRmz57Nk08+yXvvvWcy/9dee40vvvgCrVbL1KlTefzxxy2GXjaGEILrrrsOT09P1q9fj5ubGx988AHDhw/nzJkz6vFJTExkw4YNbNy4kcTERG666SaSkpKIjIwkLi6OXbt2MWvWLIYPH25ieD///PMsWrSIt956iy+++ILbbruNjh07Eh0dTVlZGUOHDmXgwIFs27YNa2trXnrpJcaMGcORI0ewtVVEFn777TdcXV3ZsmWLalBUVVWxcOFCoqKiyM7OZu7cucyYMYP169cTHBzMmjVruPHGGzl9+jSurq44ODi06LjMmzePV199lTfffBMrK6tmnbdrQUV1CVX62lyo8qpickrS8XEJumJjCiFUT1ewZxS+LsHYWNlRra8kPf8Mbf2UPK3jpy4C4OXpwIN396CqSkdJWRnf71uO0FsR5dsfb8c2/Ba/g8KLrhiqlfOdllFMWkYxv21LxkqrYfbd3eneJcDyZP4Eiky8cj11aNWvwXZ187pS888Q5d9D/SyE4LP/HeHIccXg79MjkOm3dqaoqJKDR7PYE5/OTROj0WotG3RGqXho3NMFimy7p4c9efkVHDt5kb49r8w5jtul5Ai6u9nRub0vJy/spqii1rBPyztDl+DBDW7v4W6Pi4s1xcW6GqPL8rkLdG+DnbUDlbpyEi8eJsK3i8V2TbEz4UcyChIZ1+lunOxcL6kPiUQiudJIT5fEBCEEjz76KAMGDKBjx44AZGYqMtD1jQc/Pz91XXP7njFjBvfffz89evRoeoMG+O6774iPj2fmzJnqsszMTIvz0+l05OTk1O8CgKeffprAwEBGjBhhsvzo0aM4OztjZ2fH/fffz9q1a2nfvn2T84qJiSEiIoLvvvsOIQQrV65k1qxZZu1efvllnn76aaZPn07r1q0ZOXIkCxcu5IMPPlDbzJkzh6FDhxIeHs6wYcNYuHAh33zzjUk/1dXVvP/++/To0YNu3brx0EMPmXjtmsvWrVs5evQo3377LT169KBt27a89tpruLu7891336ntDAYDK1asoH379kyYMIGhQ4dy+vRpli5dSlRUFDNnziQqKorY2FiT/qdMmcLdd99NZGQkCxcupEePHrz99tsAfP3112i1Wj7++GM6depEdHS06mmt24+TkxMff/wxHTp0UK/LWbNmMXbsWFq3bk2fPn1YtmwZGzZsoKSkBCsrK9VY9PX1xd/fHzc3N1rC7bffzqxZs2jdujWhoaHNOm/XgsI6Xi4jVzqvq24YYbBnFFqtFa3cI4BaBUODQXDitPLd6xTtQ+tQd9q19cY7sAjXgHTcglIYObgt40e1pffIi7Qd+SP9Jpzj9ps60K2LP05OyosSvUGwdfuVUew7lr4LgECPtng4+TXYzsclCDtr5SVR/RDD79edZntN/lOHdt7cfWcMWq2Gvr0UgyivoILTCebnyIixKLK9nRVBrVwana9WqyGqjaIiWNdYu5zkF5Rz5LgSPjigdzBarYY/En8xadMc+XxffyugcU+XldaaMG/l+3zu4pFL8tDmlWay/cwaErMPsTPhhxZvL5FIJFcL6em6ggQGuPD84wOuSN96vZ6y8jIcHRyxsrIyG/dSeeihhzhy5Ag7dph76OqH3gghWqRo9fbbb1NUVMQzzzzTYJsOHTpw/rzygDVw4EAzEYvY2FhmzJjBRx99RIcOHZqcn6XloOSo/e9//yM2NhZ7e3uTdVFRURw6dIiCggLWrFnD9OnTiYuLa5bhNWvWLD799FNCQkIoKSlh3LhxvPPOOyZt9u/fT3x8vEkonl6vp6KigrKyMhwdHdm6dSuvvPIKJ06coKioCJ1OR0VFBaWlpTg5KaIFjo6OREREqH0EBASo4XUtYf/+/ZSUlODlZSoJXV5eTmJiovo5LCwMF5faa8vPzw8rKyu0Wq3JsvpzqO8l7Nu3ryqesn//fhISEkz6BaioqDAZu1OnTqrXy8jBgweZP38+hw4dIi8vD4NByXFJSUlp1rlqivovBppz3q4FdfO5bK3tqdJVkJJ3im6hIxrZ6s9R1/Awht4FerTlfO4JLhQmoTfoSEsvpbhEydNp385HbX+hpj6XVmOFr6uS7+jh6EuyBgz2qYwa0ppRQ1tjMAi+/v44m7cmcepsLpWVOuzsLt9PVlZRCheLFWOpYytzAY26aDVagjwjScw+ZLLvv29L5ueNipEZEuTKQ3f3wNpa+T7EdPTD3t6aigodu+PTiY70tth3Qo2IRnioB1ZWTb8Hbdvak93x6WRdLKWwqBI3V3PhjT/D9j2pGG2fgX1DSLx4mIslSohkK/cIMgoSKSjLpqSiAGd79wb7cfOqhLNQWeSGs23DYZMRPl04nRlPQVk2eaWZeDm3zKN5IqM29PtY2g4GRd6Evc21+S5KJBJJY0ij6wpib2/9p8L8GkOn01FSYo2zszPW1pfnNP7f//0fP/30E9u2bSMoqDZsxd9feUuZmZlJQEDtD2J2draZd6kxfv/9d/bs2YOdnelDQo8ePbjjjjv47LPPWL9+vSpaUD8cLC4ujgkTJvDGG28wbdo0k3X+/v5mXrfs7Gysra3NjInXXnuNV155hV9//ZXOnTubzdPW1pY2bdqoc4uPj+ett95qlkfjjjvu4Mknn2T+/PlMmzbN4rkxGAwsWLCAG264wWydvb0958+fZ9y4cdx///0sXLgQT09PduzYwV133WUi6FA/ZFKj0VzSm2KDwUBAQICZhwrA3d290fEsLTMaP41hNIQNBgPdu3e3GBLp41P7oG40NI2UlpYyatQoRo0axZdffomPjw8pKSmMHj26SaENrVZrdpwsCWXUH7Op83atqDW6NET59eRo+nZSc0+3+KVISzDm9Lg7+uJirzxQB3ko+UZ6QzWZhckcr3G2aTTQvo7BcaFAMbq8XQLVGl3ujr7qvugNOqy01mi1GnrEBLB5axI6nYETZ3Lo2smyx+RSMApoWGmtaRfQy2RdRmYx7368n8KiCvx9nfH3c6baOpLisotUFedTXF7CmdPFfPHNUQB8vBx5dHZvHBxqvw+2tlb0jAlg+55U4g9mMPXmjtjamL4g0+kNJNXUsrIkFW+JthG1BkzCuTy6x1y+sEuDQbB9l2KIRkd64efrxJbdipfL2c6dUR2ms3LnC4Di7YoO6N1gXw5u+YAHwmBNZnY5wYHmId4ArX1q78GJFw+3yOgSQtSEiCpU6Ss4mradnuGjm92HRCKRXC2k0SVBCMH//d//sXbtWmJjYwkPDzdZHx4ejr+/P1u2bKFrVyVXo6qqiri4OBYvXtzscZYtW6YKEgBkZGQwevRoVq9eTe/eyo93aGioxW1jY2MZP348ixcvVvNo6tK3b18TNUOAzZs306NHDxPD4L///S8vvfQSmzZtanaIoxCCysrmJfN7enoyceJEvvnmGzPJeiPdunXj9OnTqmFXn3379qHT6Xj99ddVL1L90MLLSbdu3cjMzMTa2vqKSNvv2bPHxEjes2ePeh1169aN1atXqwIezeXUqVPk5OSwaNEiVXVx3759Jm2MnjG93rSmkY+Pj4ngSFFREUlJSU2O2dR5u1YU1RhdLvYehHl34Gj6dkqrCi/Ja9Ac6udzGWnl3gbQAIL0/LMcP+UOQFiwG87OtV7KzBpPV4Bb7X3GaHQJYaCoPFcN9YsI98DJ0YbSsmoOH8u+bEaXEIJTF/5QxvDpgoOts7rudEIub70fT1m5YognJOWrIYCg5H09vH1rzUsOcHG25bEHe+PuZm549+0VxPY9qZSX6zh8LIueXU0VW1PSiqiuVl5SWCqKbInAABcc7K0pr9Bx9lz+ZTW6Tp3N5WKuIuoxqF8Iafln1dpkPcJG4+caioONM+XVJaTmNW504ZQBKPuUnFKoKi/Wx9neHT/XMLKKkjl38Qi9wsc0e75ZRefJK1W+y1ZaG/SGavaf30KPsJFoNDJ7QiKR/LWQdyUJDz74IF9++SVfffUVLi4uZGZmkpmZSXl5OaB4JebMmcMrr7zC2rVrOXbsGDNmzMDR0dFEmS8zM5NDhw6RkKColx09elQN/QIICQmhY8eO6p9RhS4iIsLEs1af2NhYrrvuOh5++GFuvPFGdX7GfgHuv/9+zp8/z6OPPsrJkydZsWIFn3zyCY8//rjaZsmSJTz33HOsWLGCsLAwtZ+6qoDPPvss27dvJzk5maNHj/Kf//yH2NhY7rjjjmYfz5UrV5KTk0O7du0srn/hhRf4/PPPmT9/PsePH+fkyZOsXr2a5557Tj0eOp2Ot99+m3PnzvHFF180aMBdDkaMGEHfvn2ZPHkymzZtIjk5mV27dvHcc8+ZGTKXwrfffsuKFSs4c+YM8+bNY+/evTz00EOA4hn09vZm0qRJbN++naSkJOLi4njkkUdIS2tY9S0kJARbW1v1GP30008sXLjQpE1oaCgajYZ169Zx8eJF9TwPGzaML774gu3bt3Ps2DGmT59uFqJriabO27XC6Olyc/AyFXy4QnldheU5FFcoRkjd8extHFXxjvMXEziTqHw/O9QJLSytLFIFGQLcWqvLPWqMLoD8slo5cisrLR2jle2PHM+6bKqMBWXZFFUo86urvLh3fwb/fXsPZeXVaLUaBvcPoVsXf1r5O6tqhKAoLhoMAltbK+bc3wt/P2ezMQDatfVSjbE98elm6xPP1d7DmhsVodVq1LYJdbb/MxQVV3LwaCY//KIYWI4ONnTvEsCexHUA2Fk7EBMyFI1GQ5Cnct9uqmZZqSEVKztF4CU5taDRtkbp+NS8U1RUlzbati4nLyihhVqNFcPa3QYo5zYxW9b9kkgkfz2k0SVh+fLlFBYWMmTIEAICAtS/1atXq22efPJJ5syZw+zZs+nRowfp6els3rzZJBfn/fffp2vXrtxzzz0ADBo0iK5du/LTTz/9qfmtXLmSsrIyXn31VZP51Q3zCg8PZ/369cTGxhITE8PChQtZtmwZN954o9rmvffeo6qqiptuusmkn7qy8llZWdx5551ERUUxfPhw/vjjDzZu3MjIkSObPV8HBwezkMa6jB49mnXr1rFlyxZ69uxJnz59eOONN1QvX0xMDG+88QaLFy+mY8eOrFq1ildffbUlh6xFaDQa1q9fz6BBg5g1axaRkZHceuutJCcntyh8tCEWLFjA119/TefOnfnss89YtWqVmnPl6OjItm3bCAkJ4YYbbiA6OppZs2ZRXl7eqOfLx8eHlStX8u2339K+fXsWLVpkVoIgMDCQBQsW8PTTT+Pn56caes888wyDBg1i/PjxjBs3jsmTJ5vkxjVEU+ftWlFrdPng6uCpeo2akvW+VOr2G+Jp+mLBWOfqzLkc1YPTIbrW6DJ6uQD8LXi6wLxAcpeOyjWYl19BWkYxl4O6+xDs2Q4hBBt/S+S9FfvR6QzY2Vox5/6ezLy9Cw/f25NXnh/Kh2+OY+DkswT12E7bbumMHBrOE//Xp1FjSavV0KdHIACHj2dTWmYa+mr0oAX4OePsZGu2fUMYpeWTUwupqtY30doUnd5AckoBv8Yl8cHKAzw57zcefnozb70frxrKfXsFUlSZSUL2QQC6hgxX86SCPBTv5sXitAYNpPKqEiqqi7F3VfbvfEpho3OKrFGD1Bt0HE6NbdZ+CGHgZE0+V4RvF2JChuBkp4jl7Du/pVl9SCQSydVEI65GQZd/CEVFRbi5uVFYWGj2QGj0CrVUlvpSUXK6Si5rTpdEcrnRaDSsXbuWyZMnX+upXHUs3RMKCgqIi4tj8ODBJvlyf4alWx6gorqUvhETGBw1hV8Of8TR9O242Hswe+jSy57X9cuRjziath0Xe09mD33TpP9j6TtZd/gDsk92Iu9cO2xtrXh3yWhsanKZdpxdy46za7HS2vDoqA+w0tbeu97+9f8orSqkZ/gYhkfXetCLiit55JnNCAFTJkVz3ag/H9657vAHHEvfiauDN/cPfp3/fX+cLVsVg9DVxY5HZ/ciLMTdbLudZ39g+9nv0WqsmDvqfWysmhaxOJ9ayLxF2wCYcXtnhvSvNdIfe+5XcvPLGdgnmLvujGn2/I+fush/31YMjv882t8kz6sxDh3N4oOVByhvoHaara0VkRGe3DU1hp3nP+dY+g6stDY8MPR1nO3cAcgoSOTzXQsAuKnHo7TxNZ+3sc3F0x3ITWiPrY2W5a+PbVQo5MvdC0nLP4urvSf3D3kdrbZx73Nq3mlW7VFEbSbFzCa6VR92nP2BHWe/B+Duga/i7RLY1CFpkivxnZVIJI3zd/reNWYb1Ed6uiQSieRvSmV1ueptcHNQxCqCvRTvU3FFPoXlFy/7mMawsmDPKDODzujpKs1RvFNRbTxVgwtqlQt9XYJNDC4AdyfF21Xf0+XqYkfrMMWbdPhYFpeDlFzF0xXoGsW7n+xTDS5/Pyeef3yARYMLasMpDUJPRkGixTb1CQlyVRVld++tDZnNLygnN18xzJsromGkdZgHxkN/tgUhhuu3JJgYXH6+TvTrFcS0Wzqx4OlBLH9tDI8/1Acru1JVoKJT4ADV4ALwcw1VBVDSGggxzC1R8qzs3RRPV1W1gQtZJRbbGukRpuRyFVXkcTqr6bBm4/xsrOxoU1MXrmvIUPW62i+9XRKJ5C+GNLokEonkb0pduXij0VU35M9oXFwuiivyVKOofmghKGGCtsKbyiLFiKibzyWEILNGuTDAvbXFbQEKSs3LHnTuoKxLSMo3C9FrKQVlFymqyEVfZcsfm4LZf0hRPW3b2oPnHh2Aj3fDcuMB7q3Vh/qmcpqMaDQa+vZUPC6nE/LIzVOEKurW2WoT3jxPlREHe2tCgpQ3qmcTm2d0FZdUqgba8MFhvL14FIvnDePe6V0ZNiiM0GA31RO1N2kjBqFHg4berceZ9GOltSbQXVGqTM0/Y3Gs/FLlmLp4lanLkpsMMeyuXsPxSRsbbas36DiVGa9s59dd9Tg62bmp4h7H0ne0KD9MIpFIrjTS6JJIJFcMIcS/MrTwalHX6HKteWB1c/DGtUbG/XLndVmqz1UXjUaDTVlt/by6RldxRT6lVcqDd918LiNGMY2C8mwzwYwuNUaXwSA4dvLPee+MxyRtfz8y0pV8qB4xATzxf31NVBYtYWNlqwqANNfoAtS8LoDd+xRBDWM+l4ODNQH+loU4GsNoqCUk5TdLYOTI8Wy1/tbQAaG4OFsOjSyvKlHzqqICelosGh1Uc+4vFJyjWm9uBOfVGF1+nu641BzTpowurUZL97BRgBKemJ6f0GDb87knKK8pzh3dqo/Juh41fVTrqzicuq3RMSUSieRqIo0uiUQiuUoYRNM1zFpCkYnRpYi3aDQaNQzucisYGg0NR1sXPJ0sS5UbQwut7Mrx9qkNLawrohFgwegyerqq9VWUVpo+oIcEualFgI8cb3kB8Lqk5p6ivMCD8jzFIBwyIJTZd3XH1rZpBUuoNTbT8xPQGyznRtXH28uRyJq8q91707lQcI5TCUqoZESYB1pty/PujHlcxSVVZGU37dE5eEQZz8fLUQ13tMSB879SrVdKZPRpPd5im+AaBUOD0HOh4JzZeqPR5eXsT1iIIm7RlIIhQJegwdhaK2qP8ckNe7uO14QW2ts4Ee7d0WSdv1s4gTU14w6c33LJ3zkhBBeL0zic8Tu52jMYRMsESyQSiaQ+0ui6TFhZWZnVA5JIJP9e9Hq9iRR9cs4JPot/lnSrPy7bGEZPl5Otm5pnAxBSk9dVWJ5j4g37s9Tmc7WzKNAhhOBCqrLPTt7ZXCiszXu6UKg8nNtY2eHl3Mps24Zk40FRATSGGB45no3BcOn6Tyl5pyg4r6hV2tpacfPk6BYZPUajS2eoUnPUmkO/XoqcfvqFYt5fv4yUtCKg+fW56tO2Th5YU3ldVdV6jp5QjNWYzn4NiqtU6ytV5b8w7474u4VZbNfKPQKtRjnPqfmmHj8hDKrR5ekcoObHpaQVNXne7Gwc6Bw0GIDTmfssXrvV+irOZu4HoJ1/L7PcQIAeoYrabGF5jqrA2Bwqqss4nRnPhqOf8N7WuXyy/Vl2J/9AttVRjmTENrsfiUQisYQ0ui4TNjY2lJeXX7Y6MhKJ5O+LEILy8nK1MHdZZRE/H1pOpa6MIm0aVbryyzKOKhfv6G2y3LReV/PD4BqjrLKInJL0mv7NQwsBMrNLKSxUvD9O3lmk5Z+tXVdjoPi5hqG1ULjW3bE2jK2+mAbU5nUVl1SRnFJwSftQWJ5DXmEBRRkhAPTtGYijg00TW5kS6NEWDYrR0hJPYo+uAWqtr+wTnREGxWgJD2vY69QYnh4OeLgrXqGzdfLDLHHqTC6VVcpLwa4dGy4DcSR1mxq216f1dQ22s7GyUw2y+mIaxRX56AxKyKGnkz9hwYqnq6pKz4XMxsU0AHqEjQQ0CGHgwPlfzdYnZh+iSq/U/2rfqq/FPiL9e+Birxil+5MbF9QoqSxgd8LPfLn7Zd76dTZrD7zN4dQ4iitMDdkjGVsthlJKJBJJc5Fa45cJjUaDh4cHOTk5ODg4NKvY6p9Br9dTVVVFRUXFFR9LIpE0H71eT3l5OR4eHmg0GoQQrD/6iZrPBFBQcRFfLIfntYSicqXQsDG00IiHox/Odu6UVBaQknuKjoH9//RYdT0awRZENACO18m3cvTOIr3G6BJCqF6hgAa8J462Ltha2VOlryDfgtHVsZ0PVloNeoPg8LFswkJc+eXoxyAEYzvdhbVV08ZTat5pCtPCVINn2EDLc2kMO2sH/NzCyCxMIjH7CH1aX4fGghFZHwcHLR4BeeSkeVCeb8x1E1zQxdGF21o8D41GQ9vWnuw9kNFkkeRDRzNr5mBNZFvLNQSFMLC3RsDC3zWMUK/2jfYZ7Bml5l4ZDHpV4t3o5QLF6LKpCS8EJcQwsFXjRqa7oy+Rft04k7WfQymx9G8zWQ05hFrVQhd7DzXMsT5WWmu6hgxn25nvOJ97guyiVHxdg03a6PRVxCdvYnfCz6oRZ8TB1oXW3p0I9+lEWVkZv5/9grLqIo6kbqN72IhG5y+RSCQNIT1dlxFra2u8vb2xtW1+kctLpaysjPj4eMrKyppuLJFIrhq2trZ4e3ur9fMOpWw1C3EqLP9zeUm1/ShGjlH1zUhL87oKiypV+fKGMHrM7Kwd8XEJstjm+Kma+XgasLGvIKMgEYNBT2H5RVVJzpJyoXHOqoKhBaPLwcGGyDZKHtOR41mcu3iE4+k7OZ6xi5MXmheyeT7nJPkpSmhhRJg7ocFuTWxhmdbenQBIyz/N5uOfNyvCIfb0N9j6njRZZudSyKH0jc32RgphIO70t3y+awF5JRfUEMOMzBJKSi17YYQQHDqqhGt2bu+LdQO1si4UJqnXU4/w0U3WdzMWSa7SV5BdnKIur2t0eTj64+nhUCumkdq4mIaRnuGKfHylroyjadvV5RXVZSRePAJAdECfRo3dmOAhWGkVQ7yufLwQglMX9vLRtqeJO/1tjcGlIcijLQMjb2R6v/k8PPxtJsTcT8fA/rT17oG9wR2AP8790uw8PolEIqmP9HRdZjQazVUxuiorK9HpdNja2l61gswSiaRl5JSk89vJrwDwcm5FYVkOOkMVBZfB6KrWV1JWEwpW3+gCRdL95IU95JdlUVyRr4Zb1Scvv5znX4mjolLHI/f1pHMHy+FnRtW/YM8oi+GBOr2Bk2cVz1tkWxeKa+aYXZyqSogDqvqfJdwdfckuTrFodAF07uDHyTO5JKUUcjIlVV1+NG07nYIGNNivkWOnMqku7QLAsEFhTbZviN4R15Gce5yMgkQOpvyOVmPFiPZTGzRUzmTtJz5pI86+Wqxt9Oiqa/LePAsBwS9HPmLWgJdMPDr1EUKw+fjnHEz5HYDfTv2PHq1nqesTkvKJsRA6mJJWRF6B4snp2tm/wf5PZyq1say01rT17db4AQCCasQqAFLyTquKlHmlSo0uZzt37GyU36bQYDeOnbzI+SYUDGv7jsTfNYzMomT2JW+mW+hwNBotZ7L2ozdUA9C+nmphfRztXGnfqg9H07ZzPH0XQ6KmUFiew68nviKtjtc2yCOKEe1vt6ioCcpvupehHenaPRRV5HI8fRedgwc1az8aQ683sPKrI2RdLOXhe3s2qZwpkUj+/khPl0QikVwBdPpqfjq0HJ2hCiutNRNjHsDdoVYW/c9iDC2EWrn4ugR71eZdNebtWvvLaUrLqtHrBe9+vN9ivlRFdSnZRYqR01A+V1JyARU1hXd7dKo1rNLzz6qhhXbWjqo3yxJGefL8UstFkLt0rN32yInaNil5Jxs01IwUleeRekYJrbO3h57dzMU8moudtQM393xcfVDff34Lv5/6n0WPV2F5Dr8c/ggAF0cXenatHbdXJyWEr6Asm9hTqxscTwjBlhNfqAYXKLlNti75qupiQgP1ug4eUQxeK62GTu19LLYRQnCmxugK8+6oGkuN4WDrjI+z4vGsm9dl9HR5ONUaeEYFw/Ophc0SQdFoNKq3K78si4TsQ0BtaKGHox9+rmFN9mOUj9cZqvjqj0Ws3DlfNbjcHLyZ3PUh7ujzbIMGlxEX0QoPB2V/dif+fFlUSNeuO832PamcScxj2+6UpjeQSCR/e6TRJZFIJFeAbWe+I7tIeZgaHDkFP9fQWqOrwrJR0RIsFUaui5dTKxxtlQK6DRVJTs8oZseeWo9RZZWeN5fvVQv4GlEEMZSH5YaMLmNooZWVhi7RQXjWPHSn1TG6AtzCGw1bMyoYlleXUFFtHjod4OeMj5dSvDgzxdQrdDRtR4P9Apw4f5ySLMXg6d3TD1ubP5cLa2/jxC09n8DXVRHliE/aSNzpb00ML71Bx48H36VSV4YGDRNjHmDYgDYAWFtrGd6rN5F+3QE4kPIbyTnHzMYRQvDbyVWqqISfa5haDPiPpJ+JCHMHGlYwPFgTWhjZxgsnR8velIvFqapiZJRfj2Yfg6CanKq0/DPqfqvKhSZGlzLHyio9mdlNi2kAtAvohbOd4p2NT9pEaWUh53OOA4qARlPhjwB+rqHq9XqxOBUQ2FrZMzhqCvcMWkS7gF7N6keDhq5BiiJiflkWpy7sbdY+NMSR49ms21xbh+zoiT9Xe04ikfw9+EsYXenp6UydOhUvLy8cHR2JiYlh//796nohBPPnz6dVq1Y4ODgwZMgQjh8/3mS/a9asoX379tjZ2dG+fXvWrl17JXdDIpFIAEjOOcbepA2A4jnoGT4aADd7xagoLL+I+JNvy5syupS8LuWBsyFP13c/nUQIsLHRcsv1itelsKiSN97bS2lZtdrOmHNkY2WHn2uoxb6MRlebcA/s7a3VWklp+WfIKkwGLBdFrktdL5glz5VGo6FzjberNMcfYdCoD/dH03c0eky3704HofzkjRka3eg8mouDrTO39noKHxdFpGHPuXXsOFv7OxN3+lsyChTZ/AFtryfUqz1tIzx5/KE+PPF/ffDxcmJ0x5k42CriEuuPfGxibAoh2Hrqa/YlbwYUI+K23k/RNWQYAGey9tEqUMkSOHe+AJ3edP/z8ss5X5NHFdOpYdVCY2ihRqOlrV/XZu+/8foqqyomr/QCeoOOwjLlOjAxuurkzp06m0tzsNJa0z1UEa1IyTtJ3OnvEDWGf0OqhZZQao1pAA2dgwZz75Al9I2YgLVVy8L52nh3U6/P3Qk/XfL3Ny+/nA8/O2Cy7Exiruollkgk/1yuudGVn59P//79sbGxYcOGDZw4cYLXX38dd3d3tc2SJUt44403eOedd4iPj8ff35+RI0dSXFzcYL+7d+/mlltu4c477+Tw4cPceeed3Hzzzfzxx+WrkSORSCT1Ka8qZl1NOJmDjTPXdb5HTfg3erp0hiqKKwr+1DiFZYrRZW/j1GAuUEiNmEZu6QWzgsNnE/NUL8jIIa0ZOyKCmyYp7dMvFPPOR/vQ6ZQHS6PRFuTR1mJdpPLyahKTlf3p0M5HbQtQXJGnqsMFuP85owugS410vEFnA6XhDGh7PaAUij7fgEdPpzdw5pgyb9/AcgL8Lk2m3RKOti7c2usptfbYzoQf2JXwE2ezDqqGd6hXe/q2mahu0zHah6g2Sqijk50rYzrOUPahIo/fTq4CFIMr7vQ3ah++LiHc2utJ7G2c6NV6LNY1IhFltop3rLraQEo9oQqjgAZA10aMrjNZykvOEM92qgHYHIxiGqAY5vllWaphVLd4tpenA/6+TgD88MvpBkU/6hMTMgRrrWIcHUmLAxTD08u5+cqfEb5dmNF/PvcOXsy4znfhbOfe7G3rotVYqTL6F0vSONuC+l9G9HoDy1fsp6S0Go0GfCJP1SwXbN6zQ5ackUj+4Vxzo2vx4sUEBwfz6aef0qtXL8LCwhg+fDgREYrClBCCpUuX8p///IcbbriBjh078tlnn1FWVsZXX33VYL9Lly5l5MiRPPPMM7Rr145nnnmG4cOHs3Tp0qu0ZxKJ5N+GEIINR1dQUqnUTRrb6S4TAQuj0QW1ggOXSpGxRpeD5TwdaLhelxCCb344AYCTow3XjYpACAPXjWzDkP5KuNzJMzmsWHWYyupyMms8VQ1JxZ86m6vm6hiNrsA6QgtGmvJ0uTp4qUV36xdINhLVxgutlVJzShRE0davO3bWSsjh0fTtFrfZs/8c1RVKSF7PXpemWNgYTnau3NbradW7s+3Md/x48J2adW5MjHnAoviIkSj/nnRo1Q9QREESsg6y/ewa9pz7BQAf5yBu7fWkahA527nTJWQoADliF8YIufohhgdrpOIDA1zw9XGyOHZeaWZN6J0yj5bg6uCpXn+p+WfM5OKNaDQapt7cEYCi4iq++cFUxbEhHGxdzModtMTLZcTfLdxkPpdKx8ABuNgrCpo7T68jKaWAXXvTVG9iU3y/7rRaUy2ml8Az4hhaa8UA/X3vQb7cvVD1jEokkn8e11y98KeffmL06NFMmTKFuLg4AgMDmT17Nvfccw8ASUlJZGZmMmrUKHUbOzs7Bg8ezK5du7jvvvss9rt7927mzp1rsmz06NEtMrouXLjAhQu1D0YlJUosekFBAQbDn0+k/TMYvXyNefskEsnV5WTWbtVrEO3XD1/7CAoKCtT1VjpH9f9pF8/hbh14yWPllihGiaO1q8kYdbERTthZO1KpK+PshcP4Oyg5OMdO5qoPfx1iqvls91MUVeZio7XD2tsBd/9uFGR6sWtvGhfK9mEXqhg5HraBFsc6cDgNAAd7azzclHuklXBQxwZwsHHBUGFFQaXluRpxsfOksOIiWflpFscqKM/CwSuL0uxWXExzobS4jAivrpzI2snpC3vpHTgRW2tTIYhNWxWD09q+jG7t2jR4vP4s49rN5qfjyyiqyEFnqEaDhmFt7qS6XFBQ3viYvYImknTxGGXVRfxw8B10NSp9Hg7+jGv3AFXlBqrq9BHt1Z+D538Dmyqc3aooLrDlxOlsendTPGgVlTpOnFYM8+hI9wb3+bAqya7Bz6Hlx8bPOZzC8ouk5JzExdq7pictVNmY9BUUYEuPGF/2Hcpm264UOrd3o024e5P9R3n141DqVvVzoFP0FTt/liguLkanh+OnMskrMFCYOIzzaQWcKnYjTtQa+b27+zFhdDjOTpbrxZ04nccvNXlcEWGuWAf8iKZa4OFfSG6aD6UX/UkvOMjnuxYQ6dOTXiETLtkrJ5H83fk7PeMWFRU1u+01N7rOnTvH8uXLefTRR3n22WfZu3cvDz/8MHZ2dkybNo3MTOXNmZ+faWiEn58f58+fb7DfzMxMi9sY+2sOH3zwAQsWLDBbvnPnThwdHS1scfU5cOBA040kEskVR081CdbrQQO2whlDmg9xNSFRdbG2tkenqeB4wgFyz1z6y5tc6wuggcKLZcRlmY9jxMbKnUptGQkXDmNI9UUI+G0XgBZr+3IKXNejrVTmUW2opNpQiW+XOMrLhlJZ5EHSMX/8tWF4BKVw6uB5zpBmNsbBI0rOjIdrNdu3b6sztiuVWsXo0lY6sW3bNrNt66Oz0oIWUjITiEs33688bSLOvkWUZrciP0+wfmMcWkdbsAadoZr1u1bjIWo9aiWlkJqieJk8glM4ut8ODWeanMel4ktPyq3jqNaU4a1vT8KhCyTQPK+ml6YjZda7VIPLVjjjXdSdvbst3+ddtSEUWCVh5ZIGBa05ffYisbHZaDSQngV6vbLf1eXniYuz/HuZZLUDtOBg8GTf7kMt3t8ijQ6sobgyj6NJe0AL1sKBHdt3mrX1dQcbGw3V1RpWfnWEYX0FVs3QM3G28qdEm4mjwYf9e460eI6NIQTkFUJ5OVRUQWWVhsoqqKiEyiqorITySg1wtmYLDWBefuGP/VkcPJJJx0hBSCuoq89RVgFbdyvfETtbQVBYAlnVikHs46YhNw2qy5zRlbhh7VzImYvxnM0+gJchCi9DW7TX/lFNIrkm/B2ecVtSL/eaf5MNBgM9evTglVdeAaBr164cP36c5cuXM23aNLVdfYUhIUSTqkOXsk1d7rvvPiZOrI3DLykpYfDgwfTv3x9XV9dm93MlKC4u5sCBA3Tr1g0Xl8uXnyCRSC6NpLwjnDmlJMOP7jiTQDfz8Lri4mLOH96GTlOBs5ctg9sPvqSx9IZqTu75HoB2EZ3p3Krhfo5kGNiVvJZKTRExvdqzccchikuVHDDvyGNorQx4OwXRxrs7eoOOKn0F1foKQkYXsWO9ExWltmQd7U6EZ086d++Jp4edyX00v6CStZsVNbf+fdrSv3dtvs2BtEr2pqxT5hkSQ8+Qpvd3+7lsjmdmobXXMbiHefuNp87iXJmJMfjQ1V0Z85tDJ8gvzwKPAgZ3qt3uh/XngHTQGOjUxZYhXYc0OYc/i94wgqKKPDwcG86jaoi4RDiZtQs3ex8mdnwYJ9uGwyGLKjry9cGFOHjmUJDamopKDZ0698LL055V350GsnF2smHShN5otea/fcWVeZzcvwaAmNYD6dLIddQQBeXt+Pqg8mBUqlXy8AI8wxgcbbkvd68svlpzhpIyDZWGUMYOsyzMUpdKXU/OXIyntVdMo8ejpej1gk//d5JjJ5sn7gHg5WGPs0cppTYnsHfNZ0yXGzm8X0P8wWyqqjUcOK6hoMSVKZPaEODnhF5v4J2Pj1JVXYRGA7Pu6ESq4SeycpQSChPHjWLhceX4RTvOxMYvnpNZuxAaPTlWJ9C6lTK509xGw1Mlkn8af6dn3L+VpysgIID27dubLIuOjmbNGuWHwN9ficPOzMwkIKD2xzw7O9vMk1UXf39/M69WU9tYmlvdMY0H1t3d/ZobXUZcXFxMREckEsm14WJ6MqAIW0SHdG/wIclWOFPGRYoqcy75u6vUsVJyqPw9gxvtJ1LTlV3JiqLeV/tfJXGPoqRo61xIh4429Gv7GK19Olt8ITU0spiX3thBebmOnbGwMzYeVxdbwkM9iAhzp3WYBxmZpWr7nt1CcHevzR1qY+isGl3h/u2btb9+HsEcz4SSqgKcXZywtqoN1zIY9FwoSsDGsQw3Tz2FeVacTSpm/Jj2xIQOYeup1WQWn8NgXY6ncwBVVXr2HlDMMxe/dDqEd7hq90svGs61a4wJ3e6lc84AWrlHNFkvyx13OgT2Z39J7dvgrBwd4WFunDyjhI927eyPp6flwthnk2qFpbqEDcTd0b3F83Vzc8PR1pWyqiKM16SfW1CDx3nkUDcOHs3j5Jkcft2WyqD+rQkMaOqhyh0/70ktnltjCCFY8eVhE4NLowFnJ1tcXexwdbHDzdUOW1tBXk4agwZ0oUN0K5wcbamsLue9rRup1JWRodvBg3c/zskzOXz+9VEuZJVw7nwRr71zkNHDW6PTGUhKUZ4dJoxpS+fO3mz7/TAAHQP7ExEWSFCrs6RlFJOSWs3c8ffRp2gsv55cRUruSbJLznOxMrHF+XYSyT+Bv8Mzrlbb/Bci1/zVSf/+/Tl9+rTJsjNnzhAaqrz9Cg8Px9/fny1btqjrq6qqiIuLo1+/fg3227dvX5NtADZv3tzoNhKJRHKpJNfUEAr1at/oW2lblAfMwvIcdPrmqbjVx0Qu3tFcLr4uvq4hqtBEXlJrdBXK/2+a2I6p/Z4jwrdLgxEAga1ceOS+nni416ojFhVXcfhYFt+vO81r7+zhq++U/fbxcjQTawj2iKRL8BDat+pLa+9Ozdo3D1XBUJjsJ0BmUbKaI9Y+SvF4nDidQ+yO8wQ4dldVIo+mKzW7/tifQVm54n10D00kxMuyEMhfCa1GS7hP8woUA/SLmIitYxlWtopCZMK5PBLO5VFSqoQodu3UsIDEmSxFKt7PNQx3x0szEjUaDUEekSbL6ioXWmo/47bO2Nho0esFK7863KyCyZebNT+dYntNjbr2Ud68+fJIPn7rOt5ePJqXnxvCU4/05f6Z3bjhugjahkFkhLta58zOxkEtvHzu4hEuFJwjOtKbhc8O5sYJ7ZR9MwjWb0lk81alRl27tl5MHhfFsfRd6A3KNdklWPEGdmqvXPMnz+RSVa3H1zWEW3o+gWuNaMfepI1X7bhIJJIrxzU3uubOncuePXt45ZVXSEhI4KuvvuLDDz/kwQcfBJQb9Jw5c3jllVdYu3Ytx44dY8aMGTg6OnL77ber/UybNo1nnnlG/fzII4+wefNmFi9ezKlTp1i8eDG//vorc+bMudq7KJFI/uEUleeqaoRhXh0abWsnnGv+J8hvQBa9KZqq0VUXrUZLTMhQ9NW2FJxTFOTatvZgZL/uzQq3btfWmzdeGsGiF4Zyz7QYhg8KIzzEDSsr0207d/A121aj0TK20yxFvU/bvGLEjcnGGw1bjUZL/56KXHl1tYGV/zvCCwvjSd0xnqwTndl54ASVVdVs3Z4MgK1TEV4BFXjXyLr/k/Bw8qNDYF8cPJRr4nRCjloKwMZGS4d2lq+P0spCUvOU3LYo/+YXRLZEsKep0eXRhFKgn68Tk8Yq25w9l0/czobzs68Em7eeU4sTh4W48X/3Ki8WrKya/0jUI2ykWqR6d+LPgFLwesKYtrz83BA6t6+9jl1dbLl/Zjc0GjiSquQpBri1VgtrG42uqio9ZxMVBUorrTU9whSvdHr+WdLzzyKRSP7eXPPwwp49e7J27VqeeeYZXnzxRcLDw1m6dCl33HGH2ubJJ5+kvLyc2bNnk5+fT+/evdm8ebNJnGdKSoqJi69fv358/fXXPPfcczz//PNERESwevVqevfufVX3TyKR/PNJzj2h/j/Mu3Gjy1bU3rdySy7g4xLU4vGMRpedtYPqxWqMoe1uIetkB85WKW/db57cvkX5rRqNBn8/Z/z9nOnfWykEXFWtJyWtiHPJ+ZSWVTNySONy8M2lrtFVXzbeaHQFukfQITKAG8ZHsWtvGpnZSohjSYEdFESRnwQP7tmETqd4UNxDzxHiGaV6wv5p9I2YwDbPTynJCiL9QgkVFRkAtI/ywc7O8s/82awDGMMB/7zRFWXy2cu5aXn2MSMi2LMvnbSMYr754SQxnfxNPKpXij370lXvrK+3I4/O7o2DfcsfhRxsXegWOpw/zq3nTNZ+knOOq999X28n5s7uxf7DmRw8ksmooa1xd7MnoyCRiyWKEI3RywXKSxA7Wysqq/QcPZGtll3oEjyEnQk/UKkrZ2/SRq63UIZBIpH8fbjmRhfA+PHjGT9+fIPrNRoN8+fPZ/78+Q22iY2NNVt20003cdNNN12GGUokEknDnK8xBlwdvE2MBkvY4IhWY4VB6Mkvbb6aal2MNbpcHbybZTzl5ZfzW416XdfOfrSN8Lykcetia2NFm3AP2oRbzhe6VGysbHG286CkMt/E01WlqyS9QHnbH+rVAY1Gw8SxkUwcG0l2TilHT1zkyPEsjp7MwKC3Vg0ujVaHW1AyIV63XNZ5/pXwdgmkXYQvF08CaMjNLweUc90QpzPjAfBybqUWdr5UfF1CsLWyp0pfoZ6/prC20jLj9i68/PoOyit0rPruGA/d3XLjz2AQfPrVYRKT8unZrRVD+ofg4W45NPPYyYt89LlS1NjVxY7HH+qDq4tdi8c00rv1dRxN205ZVTEbjq7groGvYGut9KfRaOgRE0CPmNpQy8OpsQDYWNkR3aqPutzGxop2kd4cPpbFsZMX1eV2Ng50CR7C3qQNnMncR0FZdpP3F4lE8tflL2F0SSQSyd8VIYTqgQmrMQYsUVWlJ25XOnkFWtxCvMkvzyL3EgskF6pGl5e67GJOGRmZxeQXVJBfUEFeQbn6/9z8cqqrDWg0cNPE6Esa82ri7uhLSWW+SfhlWv5pNRemvjfR19uJ4YOcGD4ojI1Hv2TnwUOU5bTCobodeo+9WNlUE9JAYed/CmN6j2LH+kMIQ20YZ0xHy0ZXRXUp53OVAsV/1ssFoNVaEejRlqSco3g6BTTbi9om3INhg8L4LS6ZfQcvcPBoZqM5aJZYvyWB7buV3Kwf15/h541nienkx7CBobSP8lFVG8+dL+DtD+PR6wX29tY89mDvBgtGNxdHWxdGtr+THw+9R2H5Rbad+ZYR7adabFupK+dExh4AogN6Y1evllyn9j4cPpZFWkYxefnleHoo67uHjSQ+eRNCGIhP2sTIDnf+qTlLJJJrhzS6JBKJ5E+QU5JOaVUh0HBooV5v4N1P9nP4WBbW1hqGtPYnnyw1D6ylFJYrimtuDt7odAZW/3CCLTUJ+40xsG9IM5Tirj0ejr6k5Z828XQZDVtbK3tauUc0uG1MyAAOpW7GyTsbR9tEyqqKsbdxuqQwzr8TgZ5hePjsJS9LeVgPDLTD3c1yuN7ZrIMYhFLwOtLvzxtdAAPaTkZv0NEzfEyLtrtpQjsOHM4kv6CCz78+SniIe4Pzrs/Zc3l8v04R4nJ2sqGktBqDQXDgcCYHDmfi6+3IkAGhRLbx4q3391JZpcfaWsvD9/YkNPjySM+3C+jNiQt7OJt1gH3JW2jn34ugejluAKcu/EG1vhIwDS00UjcH7OjJiwzup+R7uTl4Ex3QmxMZuzmSto0Bba/HwdbZbPuWUFB2kY3HPiXEsx392kxsegOJRHJZ+GcGuEskEslVIjnnmPr/UK/2ZuuFEHy++iiHjyn5STqdhpJMJZwrrzQTIVqm3GYw6CmuqEm2r/bi1aW7zAwuB3trWvk706GdNwP6BDNhTFvumtqFO6Y0nm/2V8HdSXkALSi7iBBK4ebkXMXoCvaMwkrb8PtCf7cwfF2UB9ayquKabdr9Y/O56tIpKlj9f7XzQU5e+MNiO6NqoZuDD36uTdfJag6BHm25vc8ztPXr2qLtHBxsmHaLomyZX1DBm8v/oLxC1+R2pWXVvP/pAQwGgYO9NS88OZAl84cxdkQEzk5KmYHsnDK++eEkL722g+KSKjQauHd6V9pHNS4+0xI0Gg2jOkyvya0UrD/6iUVV0sM1AhrezoG0cm9jtt7Xxwm/Gs/b0ROmAjK9wscCUK2v5FDK1j81XyEEG45+QnLOMbad+Y6SyoI/1Z9EImk+0tMlkUgkfwKjB8bXJQQnO/P6fT9tPEvczhSTZWnnXHDupIR5lVeX4GjbfO9TcWU+QhgovejLd1sF5WVKPaYO7by57cYOeHk6XpIwwF8Jo2y83lBNcUU+1lobsouUYxjahFAJQKeggfx2cpX6OaSe0MM/lW4dWhO3TQk9dfRN5ceD71JUnkOv8HFqyF+VroKki0cBJbSwJYIqV4qunf2ZOLYtP204y/nUIt79eB9zHuiFdQNqgkIIPl11mNw8JXdt+m2d8fVWDJZbrm/P9eOj2HfwAlu3J3P2XL663dSbO9Gr2+VXsHSx92BY9G1sOPoJeaUX2JnwI4Ojpqjrs4tSyShIBBQvV0PHvGN7H7LiSjl+6iJ6vUFVU/R3CyPEM5qUvJPsP7+FXq3HNvrioTFOXviD83WEfxKzD1v0vEkkksvPP//Vn0QikVwh9AYdKXmnAMuhhdt2pbC2JvwpqJULg/spD3zpqQJdhRJClVfSshDD/NKL5JyNJnXvIMrLBBoNTBoXyWMP9iGolevf3uAC8HCszUXKL8s2eUhsSpIfoENgP7Sa2tymEK+/fh7b5aBTe19uGB/F9ZMD8PJWHuy3nlrN5uOfYTAo4YTnLh5BZ1BqeF2OfK7LxfXXRTGgj+KpO3byIiu/OtKgFzh2x3n2HVK+NwP7BtOnR6DJelsbK/r1CuI/jw1g4bODGT+qDfdO78rwQWFXbP6dgwYR5q2UZNhz7hcyC5PVdUfSFC+XldaaDoH9G+zDKB1fXq7jXHKBybpeNWGbJZUFnMjYfUlzrKwu5/eTX5ksS8g+dEl9SSSSliONLolEIrlEMgoS1TyN+kbXkeNZrPzfEQA8Pex57MHeDOitGF1CQGGGEgLXEjGN4pJKVq5MJudMR0CDk5M1j87uzfXXRamCAf8E6tfqMoYWOtq6Nis3y9HWhTa+MQA1+VzBjW/wD0GrVRQdJ43swZ39XlBVCQ+m/M6aA29RpatUVQud7dwbzY272mg0Gmbc3pmO0Ypc+o49qaz95bRZu7SMIr5ao1wPAX7OTJ3SsdF+gwNduWlSNP16XdmcPo1Gw5iOM7GxskMIA+uPfozeoEOnr+JY+k4AIv26N+rVjm7rhbW18lh2pF6IYYRvF7Xo9N6kjS0OSwbYcfZ7NZzQ3zUMUMKjL7VIu0QiaRnS6JJIJJJLxBhaaKW1JsijNoQt6XwB7368H4NB4Ohgw2Oz++Dh7oCPtwMebsrDUklGGKDkdTWHxKR85i3aRnKSku/i4J7HgqcGq2/H/0k42Dqr9ccKyrJJMqpDejesDlmfYdG3E+Ebw+gO09H+C/K56uPu6MOdfZ8nxFPx8iVmH+KrPS+TmH0YUAyAv1qem7WVlgfv7kFosBKm+9OGs8TuqC2cXFmlY/mKA1RXG7C21vLArG4N1iG7Frg7+qhhhdlFKWoNr4pqpY5cU2F8dnbWRLVRyjkcq2d0aTRa1dt1sThVvfc0l+yiVPad3wJAW7/uDGl3K6DkiRm99RKJ5Mry17rjSiQSyd8Iowcm0L2tWp8nO6eUN5f/UauUdl8PAlvVvt0OCVCMrvJCNyqLXZulYJibX86SZbvJy68AwCPsLDHDT+Lt1XRh5L8rxryupJxjal2y5oQWGnF39GFKj0dN6iH927C3ceLmno/ToVU/ADKLkqnSK9dQpH/Pazm1BnGwt2buA73x8lRUGD/7+giHjioiNP9bc4L0C4o4yq03tCck6PIoEF5OuoeOIKimiPHOhB/YlfAToIiWWBLaqU/HaOW6T04tpKi40nRdYH/VU7Y3aX2z5ySEYPPxzxHCgLXWlhHt7yDYM1KVrZchhhLJ1UEaXRKJRHIJVFaXq8nxxtDCouJKXn/3D4qKa5TSpnWlXVtTpbRAf9RQwMK00GZ5un7eeJbKKj0aDXQemIpfh0N4uFw+Bba/IkYFw8zCWmXGUO+mH1olplhb2TC+y30m0uAONs5/aXERdzclHNfJyQYh4L0V+1nz8ynV69Wti/8Vzc/6M2g0WsZ2uhsrrQ16g46cknTAKKDR9COXUTpeCDh+6qLJOmsrW7qFjgCUlxHZRanNmtOx9J2k5Suhmv3aTMTNwRsrrTXh3opqZEL2oUsKV5RIJC1DGl0SiURyCaTknVLlzMO8O2AwCJZ9EE9WthJKdOsNHejV3Vwpzc4W2kd6AFCUEUJeSZYqcmCJizllbN+lKPf16xWEk79ihLjaezW4zT+BumIaAJ5O/rg5/LMNzSuFRqNhUORNjOt0N55O/gyKugmt1qrpDa8hrfxdmHNfL6yttVRV6fl541kAPN3tmXVHl7+E6mJDeDkHMKDtZPWzBg2dggY0a9tWAc54uisiO0dPXDRb3y1kONZaRRI/Pmljk/1VVJey9dTXgPIdMsrPA0TU5D0WleeoxqFEIrlySKNLIpFILgFjfS47a0f8XcPY+UcaCUmKPPXoYa0ZPax1g9v26Kq8zdZVOFKS40lhTficJX7ccAa9QWCl1TBxbFuKKmoKIzv+sw2QumIa0LLQQollOgcP4t7BS+gaMuxaT6VZtI3w5P6Z3TDaVxoN3DezG85Ottd2Ys2gd/g4VayirV83XOw9m7WdRqOhY42369jJbAwGUw+Uo50rHQMVA+54xi5KKgoa7W/bmTWUVRUBMKrDNKytbNR1Eb5dAOXgJmQfbNb8JBLJpSONLolEIrkEjPlcoV7R6PXwQ43SWit/Z265vvEwuA5RXtjbK56GovTQBhUML2SVsPMPJYRoYN9gHF2q0RsUIY1/utenvtHVnPpckn8ePWICmHFbZ9zd7Ljjpo5Etfl7eHi1Witu6fUkYzrOZGynu1q0bacaBcei4ipS0grN1vesEdQwCD1f713MvuTNlNcUAq9LZmEyB8//BkC7gF6qpL0RR1sXAj2UQs2JMq9LIrniSKNLIpFIWkhxRR65JRmAElq4dcd5cvOVQq03TGjXpHy7jY2Wnl39lb4uBJFVYNno+nH9GYQAa2stE8ZGmnjEXP/hRpdHHaNLg4bQf0mtLYk5g/uHsvSVUYwYEn6tp9IiHGydiQkZioOtc4u2a9/OR72HWAox9HIOoH2rvgDklKTz64kveef3R/jhwDskZh/GIAwIYWDz8c8QCGys7BjW7naLY7XxiQEgPT+BMguGm0QiuXxIo0sikfyj+GN/Ok8v+J39h1pWdLglJOfUFuv1d26n5puEh7rTvYt/s/oY0DsUAIPehmPH88zWp2UU8cd+Jc9iSP9QvDwcVBU/+Od7ulzsPbCqyV3xdwvH3sbpGs9IIrk6ODnaEBHmDsDBo5lmIYYA13W+h1EdpuHvphiieoOOU5l7+Xbf6yzfOpe1B95RhX4GtL0eVwfL4Y3GvC6B4NzFI5d/ZyQSiYo0uiQSyT+KTb+dIzO7lNVrT1h8WLkcGEMLXe09if+jlOISpbjolIntmp3g3zbCEwenagDOnjTfZu0vpxFC8YqNH62EABk9XVZaa5zt/npy2ZcTjUZLgJuSFxfp3/0az0YiuboY6++dSy5gwZJtar6oESutNd1CRzCj/wJmDXiJHmGjcaiRky+uyOdM1j4AvJ0D6RE2qsFxfFyCVK+5Ma8rMSmf/605zqmzOVLVUCK5jPx1qgpKJBLJn0QIQWaNemB2ThmnE3KJjry8HiEhBOdrCpP6O3Vkwy/nAGgf5U37dj7N7ker1dC6nZ7j+23IyXCisKgSN1el1ldySgH7DylS8sMHhePupqiZFZYpRpervddfrrDtleD6bg+Rnp9Qk/Avkfx7GDEknANHMklOKeR8ahEvvbaDQf1CmDKpHS7OdiZtfV1DGNH+Doa2u4WE7IMcSd3GuYtH0GqtGd1xBlbahh/1NBoNbXxjOHD+V85lH2Xj7wl8u/YUeoNg0+/naB3mzriRbejW2b/JsGmArKIUvtn7X8J8OjK+871/aZVJieRqI40uiUTyj6G4pIqy8mr187ZdKZfd6MotyaCksgCAjNOhVFQoxWZvmtiuxX11jXHj+P5KEFp27k1m3AildtL36xRRDjtbK8aNjFDbG5ULXR3+HmICfxYnOzfp5ZL8K3F0sOH5xwewdft51qw7RXm5jm27Uth/+AJTJkYzqF+ImRFkpbUmyr8nUf49KassQi/0uNh7NDlWG98Y9iVuJelAZ45cOGmy7lxyAe98tA9/XyfGjIigX68gbG0aLjcQn7SB0qpCjqfvpFNgfzPxDonk38w//1WpRCL512CskWVk36ELlJZVN9D60kiqkYqvLnfg0P5KALp38ad1WNMPN/VpExKIvZuSz7Vrr6JSmHAujyPHswEYNaw1ri61b7ULy5Sk+n96PpdEIgErKy0jhoSz6IVh9OsVBEBpaTUr/3eEl17bQXJKQYPbOtq5NsvgArCpDuL8rhEUXwgBIKiVCwueHsTtN3XA00Pxsmdml7LyqyM88cJvrNt81uJ9VW/QcTarVnp+x9kfZHiiRFIHaXRJJJJLIqc4ndOZ+/5SP6qZ9Yyu6moDf+y7vEU/jflcpck90ekEGo2iWHgpeDoF4Bp4HoC09HIyMotVL5eDgzVjhtfW+hJCUFheU6NLGl0Syb8GN1c77p3elWfm9CMwQMnbOne+gAVLtrPxt8Q/1Xf8wQxefm0PlcWuAHiHZPP84wMIDXZj1NDWLFkwnHundyWolTJuYVEl3/14iv+8tJW8GsVWIym5J6nUlamf0/LPcD73BC1h74EMYnee/0v9rkgklwtpdEkkkhZjMOj56o9XWXtgGQl/ofouWdklgGKwBAcqDxHbdqdctv71Bh2puaeoKnEmK0lJdO/fO1h9EGopLvbueAVngsYAwBerj3LitJK3NWZ4BE6OtUVgy6qK0RkUwY5/uly8RCIxJ6qtFwueGcStN7TH3s4KIeDr708Qu/N8i/vS6w18/f0J3v14PxWVerRa8G1/EK+OcZRW18rUW1tp6dcriIXPDubR2b2IaquENhcUVvLbtmSTPk9nKuIddtYOONaIerTE25WcUsB7n+xn5VdHOHgkq8X7JJH81ZFGl0QiaTFl1cWUVRUBkFWUfG0nUwejp8vf15lB/ZRQmeSUQpMCo7+eWMXqvUuoqC612EduXhmlZVUW110oOEeVvoKLZzoihAZray2Tx0Ve8nw1Gi0+np44eSsPGCfPKJ4sJycbRtWrSWQiF+8ojS6J5N+ItZWWMcMjWPjsEDzdldC/z/53hL0HMprdR0FhBf99e4/qJXN3s+eR2Z3xDE9Ao8HiizSNRkPnDn48M6cfXTr6AbDzj1T0euWFkUEYOJt1AIA2vl3p3XocAGn5pzmfe9KsP0vUNeJ21BSFl0j+SUijSyKRtJjyqhL1/0U1IW9/BTJrPF3+vk707RmItbVyi9u2S/kBLyrPZV/yJpJyjnHw/O9m28cfzODxF37j4ac3s+zDePYfukB1tV5dn5x7nIpCd4ovBAMwdEAo3l6Of2rOXk4BuAWZvqm+bmQbHBxsTJYV/otqdEkkksbx+X/27jy+rbtK+P/nSrJkyZYt72vsJE6c1dn3tE1XaCm0UAqlZbowhcIMMw9l6MDTZxbaH2uBoVCYeabMA7QspaUbhbJ0oU2apEmafV+c2I7teF9k2ZYsa7m/P67uteRV3hLbOe/XK69auouu08jWued8z8l08NA/bsCZbEVV4cmnDnD0RNOIx50ub+WRx97hVLn2c3vB/Awe+cqVLF9UbMz8Gql64apN2s8/d4efoye1rNiF9nK6e7WbW6W5q1lZdL3Rwn5H+csjZru6vb0xpeCHjzXS2eUf8fsRYjqRoEsIMWpTMegKh1Uam/syXclJVmNQ8a69tfQGQrR19w1MPlG/O+b4ru5efvncUVQVQiGVA4cb+NH/7OPBf3mDXzx3lHOV7ZxtPEzzaa0bl81q5kM3zh/3dacn5ZGcU4fJoi1MT3Faue6q2QP204MuRTHhtI2+aYcQYmbJz3Xypc+vJzHRQiik8qP/2Ud5xcBB66CtCf3TG2d57IlduDu0YObG60r48j9uMEZSzIsMSq5pPz1kJQDA8qU5pDi10uftkfLtM5HSQovJypzMZVgtNtbP6ct2VbcNn+3asbuW3kDYeBwKqezZF3/2TojpQIIuIcSo+QKdxtd6G/NLrb2jh0Dkl3ZOdhKAUWLY7Q1w4HADbd0Nxv7NnTW0dPXdWf3t707i6dTKCq/YMMv4INLdHeCtd6r42vd2sPN3C+huzgMGdhYcq/SkXEzmEJnzj5PksHD3x8uw2QZO89CDLmdiOibT0C2bhRCXj9lFLh783FosFhO9vSEe/6/3qLngidmn2xvgiZ/s5be/O0k4rGJPtPCPn1nDJ25bjNnc9zFwXvZKAFQ1TGXz0SFfU1/nBXDoaCMdnh5ON+4HYG5WGVaL9nNxVfF1Mdmuoaiqyts7qrTji10Uz9IGv+98r3Y0fxWEwyG6/Z6RdxTiEpGgSwgxav0zXVOh01RjY9815UaCrkWlmWRm2AHtjmxbd+zi7JN1ewA4Vd7CO+9qd2w3ri3g03ev4Ptfv56H/mEDG9cWYLVqQU7AlwyAw2HhputLmAjpSVo2Ln1uOf/8lSLWrsofdD896Eq9TGZ0CSHis3B+Jp//9GpMJgWvL8B3f7TbGJ9xvqaDRx57x2hMMasghUe+chWrV+QNOE9OSjHJkSz6SCWGV27QbmiFQipv7DhmrDktzV1j7GO1JLJ+zk0A1LQNvbbr5JlWGhq1673mytlsXq8FdJXn3dQ1dA56zGD+fOxn/Oiv/8CR2u1xHyPExSRBlxBi1KKDrmA4gC/QNczeF0d0u/icLC3oMpkU48PB8VMtXGhoiTnmZP0eenuDPPWbI4DWwOLOjy4xjl26KIvP3reKH3zzeuasOYkjo4kEa4i7P16Go9+aq7FKT+r78BOdievPI+3ihRBDWFmWy6fvXgGAp9PPd3+8i7/89Rxf+94Omlu0Nu5XbSri3x66wqgE6E9RFEqylwNwrvkwYTU86H4ABflO5s52AbBz9wVUFUyK2ShR1K0qvh57gnazaqhs11vbqwBIciSwfnU+G9YUYI4Mft65J75sl8fXxtHaHQDsr3ojrmOi+QM+3jnzArVtZ0Z9rBDxkqBLCDFq3kDs3cepsK5Lb6KRmmKLaUJxxYZCFO33N+UntYxVYoL2oaOtu57n/rDfuMt6521LBi0ZbPFVYMs5RtGGbXzxn3PYuLZwwq7blmAn2eYyrmcwqqoad5KlXbwQYjCb1hXyyY9pa05bWn08+9IJgsEwCQkm7v+b5fztJ5cbWfuh6EFTT6CbC+3lw+571UbthlZ7q4mejjRmZy4xfrbqrJZE1s3Vs12nBmS73B09HDys3Wy6YsMsrFYzKU4bZUu0kRy73qslHB65kuLYhR2Atl+jpyqm8VA83j33Cu+e/T2/P/RfU6JyQ8xMEnQJIUYtOtMFUyPo6muiEftLPyPdwZKFWQA0VGShqrCy6FpMihl/p5O3t2plN4tKM42ylv6O1e4EtA8Q83NWTfi169muoTJdNe2n8Qe1QaSS6RJCDOWGq+fwkZsXGI9zspL4t4eu4MpIgDSS4owlmE3aTatTDXuH3Xfd6nwSErQ7Wh01synNWT3oftHZrp3lv4vZtu3dakKRoMpVdI7/eutBntz6z6xeqZU5trl7OHVm+ABKVVWO9ispPNt4cNhj+h+vl5p7etro8rvjPlaI0ZCgSwgxav3LCadCMw29vDAnO3nANv2ObLDHQXdLDnmuuczJXEbD0TWEwwoJCSbuu3MZip4SixII9XK64T0AFuSuJcE8/uYZ/enrulq7YjNdYTXMzvLf8Zvd3wJAQaEgbd6Ev74QYua45ab5fOquZdxy03y++pUrKSpMjftYq8VGSZZWYnjw/F9p8gw9L8thT6C4RCtB9NQVUZy2YtD9bBY76yJru6rbTlLdegrQBjS/tb0CgKTMJg43v4Cnp412byM9jn1GCfdIDTUutJfT7tVunimK9rFWnxkWj/qOipjfYU2e6riPFWI0JOgSQoyar3dqlRcGQ2Fj3UL/TBfAymU52O3aj7uOmjmkJ+XS27AcX7uWNbrm6owh1zmcbTxgZJmWFlwxGZdvBF0dvhaCIa2DosfXxm/2fJvt5S+homKz2Lll5d+TmVwwKdcghJgZFEVhy+ZibvvgwjGtPb1m4R1YTAmE1RB/OfazYdd2OfJPAxAOWjl1aug286tmX2+UHu4of5mqlmP858s/oaNDG5XhKjoL9JV+H6vfypqVWonhvoP19PQEhzz30QtalstqTmTN7PcBUN12ati299FO1b8X87jRc36IPYUYHwm6hBCjNtXKC1tavEbd/2DBU0KCmfmLtO2dDQV0tdvZsU2bVWNzdpBZcnbIcx+7oJUWpiRmUJS+YMj9xiM9WW+modLubeJMw35+tuNfqGnT7gjnu0r41BVfZ1He+kl5fSGE0KUl5XDF/NsAqHOf48D5Nwfdz+1txp94lAS79vtg+66hs2L9s13PvvcdTh/V1pdZbD7Wr5rDp674Grev+ScA/EEfWbO17JW/N8T+w4Ovdw2E/Jys10oDF+StZUn+JgDCaohzTYdH/F5VVeV0vzJKCbrEZJGgSwgxalOtvLChue+OZu4g5YUA+SWRoaGqif/48V58viCgklu2jzNN7w16N7fb30FFizavZknBJqN0ZaJlRHUw/PPRn/LSgR9G7tIqbCz5EJ/c8C+4HFmT8tpCCNHfujk3kpNSDMC2088P2pjiTON+FAVSZ1UBcOJ0C82t3iHPubr4BiOT1dudRHeLluG/YcsCbln5ADkpxRS45pHv0sZx1PjfIDvLAQzdxfB0wz56gz0ALCu8ipyUYlIS0wEobxq5xLCho9L43vRrk/JCMVkk6BJCjEo4HKInoP1i1RdcX+pMV2Okc6GiQHamY9B9wvYLJKZqgVdnl1bCt2pNEvY0beF0TdvpAcecqNuNGgnGlhZsnoxLB7TmGCZFu+tb5z4HQLLNxSfWfYUtCz6G2TRwWLIQQkwWk8nMTWV/i4JCIOTn9WNPD+jqd6ZhHwDzFoWNDrE7dg+T7Uqwc+uKz7Mgdy1p3lsjr6Pwvi2lxj6KorB2zo0AeHpaWLBY+5h68kwLre2+AefUG2i4HNkUppWiKArzIs2OKpqPEAwFhv0+9WYhZpPFeN12byP+wMDXEmK8JOgSQoyKloHRfvlmObVuf11+94i/3CaT3vI9I91OQsLgLZHbuxtInVVpPE5zJXLfxzZitSQCcLJu94Bj9NLCvNS5ZCQPPrR4IphMZtKScozHJdkr+Nsrv8HszMWT9ppCCDGc3NQ5RiByrvkwpyJlfKD9zK+NtJRfPneZ0SF2x+6aYVu8z8lays1lf8/p49rjlctySHPZY/ZZkLOGlERtCHwoTVtvpapa+/hoHb4WowV9WeGVRiOk+dla0NUb7KG6bfCBzNo5+0oLZ2cupSh9obGtqVOyXWLiSdAlhBiV6NLC3JTZxtdd/vZLcDUavXPhUKWFvUE/nT3tpORX40jSMmL33FFGSrKD+ZE2x6cb9hIK9y3Wbu6spdFTBWilhZNtw9ybyUjO5/rFf8Ptq7+Iw+qc9NcUQojhXFl6G6l2LaB648SvjPW85Q0H0G++Lchdw5UbZwHQ2uYbscX73gN1dHVrN+muvXL2gO0mk9loiNEWOM6c2X0lhtHZtmO1+mwuJaYSoShjITaLdsxwXQwbPedxe5sAWJi7lmxnUcw2ISaaBF1CiFHxRnUu1Gv+ATouYYmhXl44VAdCvZ2wOSHI5z5XyDf+9WpWLtPWEyzO2wBoweT51hPGMccjWS6TYjb2mUxlhVfymau+zZrZ7xu0db0QQlxsCWYbNy79FADeXg9vnfoNAKcbtdLCzOQC0pPzWLkslySHVm7+zjANNQDe3q4FNDnZSSwqHXzu4LJZW4wqBNcsLetU39hFZXUHEJnNdWEHAMUZi2LmF5pNFkqylgFQ3njQKBHvT+9aaFLMzM9ZhS3BjsuhdUyUdV1iMkjQJYQYlehMV05qX9B1qdZ1+XuDtLm1hdRDZbrao4YOF+UWkp/bl0WanbnEWEB9IlJiGFbDHK/bBcDcrGU4bCmTcu1CCDHVzclaamSSjtZu51T9e1RHyvpKc9cAYE0ws2GNNs5i36F6ur29g57rfE0HZyu1qohrrijGZBr8BlNigoPlhVsA6LbvICFB+7i6M7JmrKb9tJGlWlZ41YDj9SH2Xf52GjqqBmxXVZVTkfmLczKXGr8D9BuJkukSk0GCLiHEqES3i09PysNisgKXroNhU3Nft6zBZnQBtEWCLrMpgRR7Rsw2s8nCgty1AJQ37icY6qW69SSdPVrTjclsoCGEENPBdYvuMkqef3/o/xJWQ4BWWqjTSwyDwTBvbqvi+Klm3nm3mpf/eJqf/vIQj/1wF9//L21dWEKCiSs2zBr2NVfPfh8KCqaEAAVztBEfu/dfIBgMGw00bBY7pbmrBxw7N2u50ZxosBLDps5qI2jTf/5DX9DV0nUhptxciIkgQZcQYlT0oMukmLFZ7EYQc6kyXQ2NUZm3IYMubcZLmiMb0yBt3xdFygf9QR8VzUeNBho2i4N52Ssm+IqFEGJ6sVudXLfokwBGwJVqz4pZB1U8K5VZBVpVwMuvnua7P9rNz359mFf+dIbtu2s4eaaFDo8WPG1YU0ByknXY13Q5soyASMnYD0B3d4D9R2qN0sCFeetJMNsGHGtLsFOcoTUiOtO4f8D2/qWFOj3oCoWDtHTVDXt9QoyWBF1CiFHRywvtCckoijIpQdd7FX/m1cNPGq3ph6M30TCbFTLTB28X396trelKS8oddHtRxkKSrKkAHK7dZnS0WpS3Hot5+A8GQghxOVicv5G5kbVSoGW5otefKorCdVtmDzgu0WamIM/JssXZXH1FMZ+4bTF3fnRJXK+pd0+0umpxRO6pvfrGcXr8WuBXVnjlkMfqwVRL1wUa2ut4Y2slb2+vIhwOG0HX7Mwl2K19ZenZKX1BZJOUGIoJJsNfhBCj4os00tB/UemtfSeqvNDjazMWayfbXFy98I5h92+MDEbOyUoacn2AXl6YPkTQZVJMLMxbx/7zb3Cu6ZDxvJQWCiGERlEU3r/0Pp7a8e/0hnpYWnDFgH22bCoi3ZVIKKSSnmYnM8OOw54w5uZABWnzKHDN44L7LKkF5/GeKaamOoil8UbmrDxPfmrJkMfOz1nJa8eexlNXxNe+vZ/uSFGEauk0mitFlxaC9jvHYU3B2+uh0VNN2ZiuWojBSaZLCDEqRqZLD7qiMl39h2eORW37GePrg9Vv4w8OP6SyYYTOhb7eTuOahwq6ABblx3YodDmyKUibH9c1CyHE5SDVnsmnr/o2D2z5DtkpA9dkKYrCsiU5rFyWS/GsVJIc1nF3Y9WzXc45+5kdibGCfjvluxfy2BO7qa3zDHpcc4NC/Z6bqD+03gi4AN58pyJyrSZKo0oL9evPiWS7pJmGmGiXPOh65JFHUBQl5k9ubt8Ho/7b9D/f/e53hzznU089NegxPT09F+NbEmJGMzJdCdqiaj3oCoT8kcHJ4xMddPmDXg5Xbx12/8YmPdM1eOfCtkhpIQwfdBW4SkhJTDceL8nfJK3bhRCinyRbSkyL9slWmrOaVHsmJkuIxIUvULh2OwkOLYo6Xd7Kv3/rHX7z4nF8Pm32V7vbx0+ePsj/990deFq13wsJjk5WLtOuua7aRG93MrMzFmMfZB5idmRdV5OnekJuJAqhmxLlhUuWLOHNN980HpvNZuPr+vr6mH3//Oc/c//99/PRj3502HOmpKRw+vTpmOcSExMn4GqFuLzpjTT6lxeCVmIYXR8/FtFBF8C+qtdYPfsGzKaBP666vb10dmmtiXNzhu9cCJCWlDPk6yqKiYV563mv8s+AlBYKIcRUoA9L/uvJZwCV5OwGFi+4QLL7Fl59rZzeQJjX3qpg974LrFmZx/ZdNfT2amu+Em0mnHMPkj67nLUlf8vhYxAOQ/v5uSzcsGbQ19ObafiDXjp8LbgcWRfrWxUz3JQIuiwWS0x2K1r/51955RWuueYa5s6dO+w5+2fMhBATwxvVSAMgxd6XHfL4WmMGJo+WP+ij2aPNYSlMm09tezmenjZO1b/HkoJNA/bXs1wwdLv4dq8WdFktiUazjKFsmHszrV11FKTNHzZAE0IIcfEsK9zCjvKXjXLzFcVXsHhjKRvXFfKbF49z4HADHR4/f91WBYCiaOvLPvLBBfzmwNu4vSr13kMUzZ1N1VkTHbVzKE5bMehr5UQ102j0nJegS0yYKRF0lZeXk5+fj81mY/369Xzzm98cNKhqbGzkj3/8I08//fSI5+zq6qK4uJhQKMSKFSv42te+xsqVK0d1XfX19TGZtq4u7cOm2+0mHB58wvnF0tnZGfNfIS4GVQ3TE8l0KSGL9l4I9VUpN7bVkmUb/obIcGrcp1DRyjlWF3wAj+8ZPD3NvFv+B/IdiwaU+1VUNRtf221h3G73gHM2tmtBXKoti46OjhGv4Yb59wMMeq7xkvetENOLvGenjoXZGzlc9xY2i4Ns21zcbjcJZrjn4/NZuyKDF189R0trDyVzUvnIB+ZSmJ+MGu6hKHUxbm8Tlc1HSMzzwNkVhANW9rzXyPpVA19HUROxmKwEw71UN50mJ3Hexf9mL3PT6X3n8Qy+pnAwinqJC1b//Oc/4/V6KS0tpbGxka9//eucOnWK48ePk5ERO8T0O9/5Dt/+9repq6sbtlRw9+7dnD17lrKyMjweDz/84Q/505/+xOHDh5k/P/6F8Y888giPPvrogOefeeYZHI7BW1MLMZOF6OVMwh8AyAuuxqXOBuCM5VVCip/0UCk54bH3e2o2naDFfBJFNVEavIUO03kazAcBmBW8gmQ1Nvt04qzC6QoFi1nlg9eqDLYEq8LyJn6lg5TwLApC68Z8bUIIIS6dMCHaTedwqJnY1fSB28Pg6wGHnZjfBd1KM9WWdwBQVajc9n56u1NIS1G5esPgH4GrzG/jM7WRHM5jVmhglYUQOq/Xy1133UVHRwcpKSnD7nvJM1033XST8XVZWRkbN26kpKSEp59+mn/6p3+K2fdnP/sZn/zkJ0dcm7VhwwY2bOjrRLZ582ZWrVrFj370I5544om4r+2zn/0st9xyi/G4q6uLLVu2sHnz5hH/YidbZ2cnBw4cYNWqVTidAxeCCjEZ3L4mzhzUgq4VS1dTnL4UgJbDe2nuriYtO5ktC7aM+fx/OH4UOiAnZTbXlF1LMNTLr/afoSfYjZrZwpbFH4/Zv6r+JNBCbnYyV1898JalqqqU7/kDhGF+0RLWFo392iaCvG+FmF7kPTvVXDvqI8JqiF/s3U9PsBtFgbTiChpPrKDdozB33ipmFQxch6yca+RE4w7URB9b1sT3e0NVVWm+NEGm0/tuNJmuSx509ZeUlERZWRnl5eUxz2/fvp3Tp0/z3HPPjfqcJpOJtWvXDjjnSPLy8sjLyzMe63+xLpfrkgddOqfTicvlutSXIS4T3WqL8XVmWo7xby8tOZvm7mp6Qp64/j36e4OcLm+jtCSdxETtx1A4HKKpS2vROztrsXGeNXPex47yl6l1n8Jv8sTU27e5tSYa+fmpg75uZ08bwXBkn4zZU+a9Iu9bIaYXec9Ob/NyVnLswg4Aliyz0V5uojcQZu+hVsqWFA7YvyhrPicad9Dd68bqMOMYpMuhrqu7l29+fydt7h4Wzc9g6eJsli7MGnKMiYjfdHjfmUzxN4K/5C3j+/P7/Zw8eTIm2AH46U9/yurVq1m+fPmoz6mqKocOHRpwTiHE6Ojt4oGYVrvGrK44ByT/5sUTfP+/9vDr548ZzzV1VhMI+QGtiYZuVfH1WExWAN6r+JPxvKqqRiONoZpoxNsuXgghxMw1P2oeV1nRGtavKQBg995aur2BAftnR93caxphXterr52lrqGLnp4gB4828svnjvKVR9/in7/6V57+zRH2H6rH6xv4GuLyc8mDroceeoht27ZRWVnJnj17uP322/F4PNx7773GPh6Ph+eff55Pf/rTg57jnnvu4eGHHzYeP/roo7z22mtUVFRw6NAh7r//fg4dOsTnPve5Sf9+hJjJ9CHD0Ne9EPqCrs4eN6FwcMTzlJ9rA2DvoXqCQa0pTU1bX6v46KHEDquTZYVXAnCyfg8enxbYdXj89Pi1tsC52YO3qW+Ps128EEKImaskazklWcspSl/E4vyNXHfVbAB6A2He3VMzYP8s5ywUtFLBRk/1kOdta/fx5rZKAArzneTn9v0uam7x8vaO8/zof/bxD19+jd/98fRQpxGXiUteXlhbW8udd95JS0sLWVlZbNiwgd27d1Nc3Nd2+tlnn0VVVe68885Bz1FdXR2T3nO73TzwwAM0NDSQmprKypUreeedd1i3ThbRCzEeXr1zIQqJCX3NZPpmdal09rQP22I3HFZpbNYyVD09QU6fbWXJwiwutGvlv5nJBQNmfa2dcyMHqt8irIbYV/U61y66k4amvgAwJ2v4GV0OawqJCVLqIYQQlyOLOYGPrf2S8Xh2kZ05xS4qz7t5a/t5rr96Tsx6rASzlYzkfFq6LtA0TND1uz+dIRgMoyjw9/evJj/XSWu7j+Mnmzl2spnjp5vp7g4QDqv87k9nmF+SzpKF0oL+cnXJg65nn312xH0eeOABHnjggSG3b926Nebx448/zuOPPz7eSxNC9NMTyXQlWpNRlL4bHan22AHJwwVdrW0+I7sFcOhYI4sXZBpDkaOzXLq0pBwW5K7hdMNeDtW8zaZ5t9IQNaNrqNp5PeiS0kIhhBDRrr2ymJ+ed1Pf2MWp8lYWlWbGbM9JKaal6wKNQ5QX1jV0sn2XFpBdsWEW+blayX1Gmp2rNhVx1aYiwmGVivNufvjf79HZ1ctTvznC1/9lCzbrJf/4LS6BS15eKISYPryRNV2OhNhMVEp00OUbfl1XdIYK4NDRRtzeZrr8bgAK00oHPW793A8A0Bvs4XDN28Z6LmeyleQk66DH6EGXlBYKIYSItm51Pg57AgBvvVM1YLu+rqu1q45AqHfA9pf+cBpVBYvFxIdvXjDoa5hMCvPmpHHnR5cAWsnhK386M+i+YuaToEsIETdfpLywf/mfw+rEbNJ+eY0YdDXGBl3NLV6OnD1lPC4cJNMFkO8qoTBN+8W2r+p16hu1AHCoLFc4HMLtbQIk0yWEECKWzWrhyo2zADhwuAF3R0/M9pwUbZmLikpzZ+y6r4qqdvYdqgfg+i2zyUizD/taG9cWULZYqwD5y18rOF/TMSHfg5heJOgSQsTNF9ACHXu/9rmKYiIlURtWOXKmS8tQJTkSjAGWBw7Xac/ZUnE5soc8Vs92dfa0U12nta8fqolGh6+FsKo12pCgSwghRH/XXKEFVqGwyrZ3Y9du5cR0MOzbpqoqz79yEgB7ooUPvm/wG4XRFEXhnk8sw2o1Ew6r/PyZw4RC4RGPEzOLBF1CiLgZma6EgYFOvG3j9fLC2UWpzCl2AVBZoQVHhWmlww6XnJe9nIykPFQV2tu1LokjNdEASE+ScRFCCCFi5eYks3iBtpZr247zMYGQ3eo0biZGr+s6fqqFk2e033M3XV9CcvLg5e39ZWU4+OiHtGqNquoO3thaOSHfg5g+JOgSQsStr7xw4KBIvYPhyOWF+mytZFYs1dZaeZqdhHqtQ5YW6hTFxLq5HyDgS0INmyLnGSnoUobNngkhhLh8XXOllu1qc/dw+FhTzLbsSImhHnSFwyov/F7LcqU4bbzvmrmjeq0brp7LnKJUAF569TTNLd5xXbuYXiToEkLERVVVY07XsJkuXyuqqg56Dn9vkNZ2H6AFSyvK9AYXCl3NuUM20Yi2JH8Tlt6+csGh1nTpM7pSEtNJMMd3J1IIIcTlZeWyXFypiQC89Oopai54jG16M43mzhrCaph9B+upqtbWY91y03wSE0fXhdBkUvjUJ5djMin09oZ4+tkjQ/6+FDOPBF1CiLj0BnuMNVL9G2lAX9DVG+rBHxz87l1Tc9/zuTnJzCpIISlZ+4XjbSowfsENx2JOIMe2xnjcYxo42BKgzdsIyHouIYQQQ7OYTVy/ZTYAtXWd/Pu3tvHzZw7T4fEbzTQCoV5aPPW8+KrW9Ckrw8HVm4uHOuWwigpTufG6EgCOnWxm194L4/8mxLQgQZcQIi56Ew0YIuhKjG4b3zboOeqjOhfmZiejKApp+Vo5YndzHqoa348kS6BA+2+il/01rw66j8zoEkIIEY8P3DCPj9y8AKvVjKrCtp3VfOXRtzi6z0I4pP1eenP7GWNUyUc+uACLZewfoT/8gVKyMx0A/ObF43R2+cf/TYgpT4IuIURc9PVcMHx5IQzdTENvomGxmMhItxMKBzG7tJklwYCZ8nODB2v9NbdorX2tSZ2cbz1BnftczPZAqNdYW5YmQZcQQohhmEwKt36glMe+eg2b1xcC0NMT5NU/11C57SY6aovY/o5WdjirIIUNawrG9XpWq5n77lwGQGdXL8++dGJ834CYFiToEkLERR+MDNpcrv5S7OnG10M109CbaORkJWEyKTR0VGFLr0cxa50IDx1tjOta9LuNdqe2Puzds7+P2a7N59LKFiXTJYQQIh5pLjufuWclX/3ylZSWaL/TAj4H9YfX4+vWPjLffstCTKahu+zGa/HCLK7YoM0J27mnlmMnm0d9jnBY5eCRgTPGxNQkQZcQIi56Ew0YPNOVYLYZXQ2HDLoima7cHK35RW37GUzmMEmZWrB16NjIQVcgEKKlTVsbVjJLu9t4tukgTZ6+tV1t3fXG1xJ0CSGEGI05xS4e/uImPn//apJT+trIl5aks2zJxHXD/cRHFpPi1Bo9/fK3RwkEQqM6/pfPHeWHT+7liSf3Ttg1ickjQZcQIi4+I9OlkJgweMdAo238IOWFqqrGtIsHqG0vByCvSKtnb2zqpiFq3ddgmlq86M2eVi9YicWk/cLade4Pxj76ei6TYibVnjnStyaEEELEUBSFtavyuf+zaWQtOkxKfjV33jF32FmSo5WcbOWOjywGtN9/f37z3AhH9Dl9tpW3d2it7CvOu6mt84xwhLjUJOgSQsRFz3QlJjgwmcyD7hPdNr6/zq5evL4AoAVdqqpyoV1bz7V0UZqx38ERSgyj2/kW52exvOhqAE7V7zGCrfZu7RwuR/aQ1yqEEEKMJD99Nhlzz5C/cg+hhPhK4Edj07pCFszTShn/8Fp5XLO7AoEQTz1zJOa5PfvrJvzaxMSSoEsIERdjMPIgpYW64YKu6AxWbk4S7d0Nxjqx+bPmGwMjDw9TYtja7uOZF44DkJSUQGamg/VzbsKkmFFR2X3uj4B0LhRCCDExMpPzMZu0eVw1bacn/PyKonD3HWWYTAqBQJhfv3BsxGP+9MY5oxtwclICAO8dqJOZX1OcBF1CiLgYQdcg7eJ1enlhp7+dcDi2Nr0h0vwCIC87mZpIlgugIG0+K8q0AOnMuTa6vb0Dzu3vDfLEk3vxdGqliPfduQyL2USKPYOlBVcAcOzCDjy+Vgm6hBBCTAizyUJhWikAeyv/MimBV2F+Cu+7Zi6gNZQ6eKRhyH3rGjr5w2taaf7C+Rkx5Ynnazom/NrExJGgSwgRF29kTpd9kM6FutRIpktVw3T53THb9CYaSUkJJCdbuRBZz+VMTCfVnsnypdri5HBY5eiJ2C5Oqqry018eNn6hfOTmBaxdmW9s31ByMwoKYTXEO2dexNurlSCmJeWM9dsVQgghAHj/knuxWhIJqyFeOfifdPsnPrj58AdKSXMlAvCr54/h7w0O2CccVnnqmSMEg2EsFhP33bmMVctyjZlh7x2QEsOpTIIuIWY4VQ2PvFMcRlNeCANLDPVMV16/Jhr6HcTiWam4UrVfOP1bx//+L+XGL5O1K/O45ab5MdvTk3JZmLce0LJd0c8LIYQQ45GenMfNyz4DQJffzSsH/2tANcd4JSZauPOjSwBobfPx6mtnB+yzfVc1ZyLzLG+5cT4+UxU/2fm/yJ+lrZfes09KDKcyCbqEmMH+cPhJvvuX+/nvrQ/x273f480Tv+bA+b9S1XKCzp62Uf1w7ok00hhsRpdOLy+EgR0M9TVdOdlJeP0eo617YZoWQCmKwopItuvoiSZCIS1Y3Huwjpdf1co5imel8ul7VgzaPWpjyQcHPCdBlxBCiImwIHct6+bcBEB120neOfPChL/G2pV5LFmoddz985vnYtZCd3j8PPfySQDyc5P5wA3zOFyzFX/Qi5p+CNDWPZ+rbJ/w6xITQ4IuIWYof8DH8Qs7Cash3N4mKpqPsK/qNV4//jTPvvdt/vOtB3n89c/y2rGnRjyXqqp448h0JdlSMClat8DoTFc4rNLYHMl05SRT6y43thWmlxpf6+u6ur0Bzla2c76mg//5xSEAUpw2/tdn12KzWgZ97eyUIuZlrzQeJ5itJNvSBt1XCCGEGK2rF3ycWekLANhd8UfONOyf0PMrisLdHy/DYjERDIb55W+PGjdHn3nhmNEB+FN3LcdiMVHfUQmAPfM8CQnazcg9UmI4ZUnQJcQMFZ1pmpu1jFnpC0mypcbs0xvq4WD1W7i9zf0PjxEI9RIKaz/sh2ukoSgmnIla69vooKul1UsopP3iyMlOorZNa6JhtSSS5Zxl7LdoQQYJCdqPpXfereaHT75Hb28Ii8XE//rsWjLS7MNe58aSDxlfpyXlTug8FSGEEJc3k8nMrSs/b/wu/eORnxgjSiZKbk4yN11fAsDxUy3sPVjP4WONRkv4a64oZn5JOt7eTjp82u9ukyXEnBLthuTeA3WEw1JiOBVJ0CXEDBUd9Fy78E4+ueH/8I/X/YgHb/hv7t30CNcuusvY3to1/J0xX6DT+Hq4oAv61nV1RAV9ehMNgNQ0lcM12wBtPZdJ6fsxZLNaWLwgC4Cde2ppa+8B4FN3LWPenJGzVgVp85ibtcw4txBCCDGRkm0uPrzyH1AUE/6gj5cOPEEg5J/Q1/jg++eRmaHdZHzmheP84rmjALhSbdx+6yIAGiJZLl1OsbbWy93h58y5gWNbxKUnQZcQM1R0pstpTze+TkxwkOeay6qia1HQMkEjBl29fUGTPWHoNV0w+Kyu+kattFBR4EjTy/iD2vDH6MyUTl/Xpbvp+hI2r581YL+hfHjlP/Lhlf/IltKPxX2MEEIIEa9Z6Qu4ZsEdADR31vDasacmtIGFzWrhkx9bCoC7o4fWNh8An/zYUpIc2lyuendFzDFKajmJNq28f8+++EoMO7v8g45oEZNDgi4hZig96ElMSMJmGViWZzFbSXVoWaXWSFOLofgiQ4zVsEJ7i4mde2r4zYvHeeGVkwQCsR2cUhMHBl2NkUxXSoqZsy3vAbCq+HqjNj7airIc9KrA5Uuz+Vjkrl68rBYbC/PWYksYvhRRCCGEGKu1c25kQe5aAI5d2Mnhmq0Tev6VZbmsKMuJepzDmhV5xuP6fpmuFm+Vsf++Q/VGM6qhVJx388///lf+96Nv09zincArF0MZfEW6EGLa04Oe6I6C/WUk5eH2Ng2a6VJVlTPn2qiqdnO0vJ7Kqhvwd6Zw+s+xgyFTUmzGUEfoy3T5g178AR+2BLuR6VJtjcY1bVkweCYqzWXn03evoOZCJ7feNB+TSdZlCSGEmFoUReEDZZ+mubOWtu56Xj/+C8ymBMoKr5iw1/jkx5ZSed6Noij8zR1lxjplVVWp79AyXWmOHNq9jYTVEKWLzOzeB51dvZw808LSRdmDnrfbG+C/frqPHn+IHn+Ip589wpc+v17WQU8yyXQJMUPp5YXRs7P6y0jWBgwPFnS9+PtTfOvxd/nNiyc4dsSP3+MCdeCPjH0HY7NkMbO6ItegZ7rMDq2V7Y1lnxo0+6bbvH4Wn7htMXZ7wpD7CCGEEJeSLcHOR1b9I1azNjj5j0d+wlsnf0N4guZjZmU4+O6j1/GdR6+NaSTV2dNuDGheWXSt8XxyVrNRfqg33uhPVVV+9qtDtLT6jOeOnWxm194LE3LNYmgSdAkxQ3l82qLaeIIuX6ALb29nzDb9B7aiQKpLxZlXQ+6iU3zx79bx+Deu56MfWghAeUUbns6+RcQxs7p8rfj9QdrcWkMMa1InSws2G80uhBBCiOksy1nIJzf+Kyl2bb7We5V/5oV936cnMHLJXkNHJb/d+z2eePPznG89Oeg+VqsZa4I55jk9ywUwJ6uMNIdWVtjUVcHqSAni/kMNA8r/AV5/u5L9hxsA2Ly+kOxMBwC/efE4nV0T2xBExJKgS4gZKKyG6eyJBF3DlRdGgi6IzXY1tXTT3Kr9wrjvzmXcfJebglW7mb20keVLc0hz2Vm9Qpuppapw8EiDcWx00w5PTys19W1921xhrovqmiiEEEJMdzkpRdy76REK07R1yhXNR/jlu4/S1t0w6P5tXfX87uCPeWrnV6loPoK3t5MD59+M+/X0zoUJZhsZyfnkubQS//qOStat0n6ve30Bjp2KHQdTUdXOb393AoDCfCf3fmIZ992p3QTt7Orl2ZdOjOK7FqMlQZcQM1C3v4Owqt3hSokKgvrLHCLoOnG6xfh68cIso3th9GDk/FwnuTlJAMZdMwCbxU5igva8x9fK24feMrbdsPJG7Nbhux8KIYQQ002SLYU713+F5bO2AFqDqqd3PkJl8zFjn86eNv5y9Of8z/aHOVX/XszxVS3H4y5L1DsX5qTMxqSYyEvVgq7WrnrmzLHjTLYC8F5UiWFXdy//+dP9hEIqNquZz396DVarmcULs7hig9YheOeeWo6dHH5upxg7CbqEmIGiOwcOl+lKTEgiyaoNeRws6MrOdJCV4cAXiARd/WZ0rV6eZ+zv8wUGvGZ54wFOn68CwGQOs6Z0/Vi/JSGEEGJKM5ss3Lj0b7l+8d9E5nh5+e2+77Gn4k+8feo5ntz6zxyqeRtVDWM2WVgz+/3cVPa3gNZ8qv/srcFoTTS0/fJccyL/1ZtZqTR3VbM2ku06eKSB3t4Qqqry018eMlrP33fXMvJy+n6ff+Iji0lxaoHa0785gt8fnJC/DxFLgi4hZqDoGV3DrekCSE/WAie9bXw4rHIyEnQtXqDVqOst46MzXQCrl2slhsFgmCMnmga8ZkvXBXq7tGNys5Mxm+VHjhBCiJlLURTWzH4fd6x9iMSEJFQ1zNunnmVPxR8JhgOAwtKCK/jMVY9x/eJPsjB3PYqi/W6sbD464vnbvY3GrEs9w5WTUmyco6GjgvWRoKvHH+Lw8UZee6uCg0e17sFXby5i49rCmHMmJ1u563ZtLlhzq5eX/3hm/H8Rk8TrC/DL546ya28tXd3Ta8aYfAISYgbSM12KYiLZ5hp2X73EsCWS6bpQ30lnl/aDbPECbY6XUV7YrzRwdpGLNFciEFtiGB3o9XZrx+Tnpo7pexFCCCGmm9mZS7ln01fJSOqbrTU/ZxX3X/kNPrj8AVyROZm2BDsFrnkAVLYcG/Rc0aKHIuelapmuBLOVbKdWIljnrmB+STquVO138x/+Us7zv9OadMwqSDGCq/7Wr85n2RKtxfxrb52jqto9mm/3ojlX2c5f36niyacO0tjUfakvZ1Qk6BJiBtKDLqctDZPJPOy+ejMNj6+FQMjPidN99dwLS7XgyReIZLr6lReaTAqrlmnZriPHm4xOSXp5oapC0KsFW7nZSeP6noQQQojpJD0pl3s2PcL7ltzLPZu+ykdXP0iWs3DAfnMytUDogvss/oBvwPZoemlhYkISLkffHC4961XfUYHJpLBulRbsVdd6CIVVEm1mPn//aqzWwT8TKIrCvZ8ow2Y1o6rw82cOjzhgORwe2B1xsp2t0EbPWCwmimdNr5u5EnQJMQPFM6NLF30XrrWr3ljPNasghRSnjUCol0BIy3w5EgY2wdBLDHt6gsaxBWnaXTtTKIVgQPsBH10/LoQQQlwObAl2VhVfR76rZMh95mSVAaCqYc63Dd9BsCHSLj4vdU7MMGN9XVdnTxtdPW7Wry6IOe6+u5aTO8Lv4Yx0B7ffoo2DOV/j4fW3h15j9urhJ/nBG39HbXv5sOecaGcrtY7Ic4tdWCzTK4yZXlcrhIhLPDO6dNFt45s6LnC6XAvY+tZzdRnb+2e6AErnZxjDGPUSw1npC/ibDf/K9XO/aOyXky1BlxBCCNFfbuocbBZtXlZV89AlhuFwiEbPeaAvs6WLflzfUcHc2S4K8rQbpddcUcyGNbFB2FCu2zKHubNdALz86imaWgaW8Hl7Ozl2YSe9oR7KGw/Edd6JEA6rnKtyAzBvbtpFe92JIkGXEDOQkelKHLpdvM6ZmE6C2QbA6YoGevxauYARdAWGD7osZhMryrTBjAePNBAOqwAUppfS1WEx9pPyQiGEEGIgk2JiduYSYPh1XS1ddUblSW6kc6EuMzmfBLPWgbDeXYGiKDz0D+v54t+t4+47yuK/FpPCp+5ajtmk0BsI85sXjw/Yp7r1lPF1t98d97nH60J9Jz09WmfFeXNG/nwz1UjQJcQMEwj5jW6D8WS6FEUxSgzPndPuaJlNCgvmRdZzRc4FA7sX6lZFSgw7u3opr+gbhlzfqJ3PmWwlOck62m9FCCGEuCzo67ravY24vU2D7lPfEd1EIzbTZTKZyUmZE7NfmsvO8qU5mEwKozGrIIXrr9bOdeR4E76e2Bby1a19JZDd/o5RnXs8oj9fTMdMl2XkXWK1traydetW9uzZQ0NDAz6fj4yMDBYsWMCVV17JmjVrJuM6hRBx0ksLYfgZXdEykvNp8FRRV6Pdh5k720ViovbjYaRMF8DSRVlYE0z0BsIcONxgBGyNTdqxkuUSQgghhjY7s6+rYGXLMVYWXTtgH32OV7ItDWfiwKAj3zWX2vbT1LkrUFU1Zs3XaK1blc9rb1UQCqmcONXM6hV967/PRwVdXRcx6NKbaORkJZHitF20150ocWe6tm7dykc+8hHy8/P52Mc+xm9/+1tOnDhBfX0927dv59///d9Zt24dc+fO5Rvf+AYej2cyr1sIMYSYwchxZLpAC7rCITOdrVpQpbeKh/gyXTarhbLFWhel/YfrUVWtxLDeCLpkPZcQQggxFJcji/QkrWqkcoh1XXq7+NzU2YNu11vI+4Ne2r2N47qeOcUunMlahcrh432Zt64etzHXEy5ueeHZSKZrOma5IM6g633vex+33norqampvPTSS7S1tVFVVcW+ffvYsWMHx48fx+PxcPToUT73uc/x0ksvMXfuXP70pz9N9vULMa2FwkH+euLX/GrX1+KaRB8PfT2XGlbY/o6HH/+/fXg6/cMek5Gch68tEzWsdRrU13NBXyONBLMNi3noEkG9xLCl1ae1qA2FaW7WBjiO1DFJCCGEuNzp2a7zrScGtGMPhgI0ddYAfZ0K+8uL6pAYPc9rLEwmxbiZeuR4k3EzNTrLBeDt7SIUDg44fqJ1ePw0tWifKebNmcFB15YtW6iuruapp57i5ptvxuVyDdhHURSWLFnCl7/8Zfbv389LL71EODx8f38hLmehcJBXDv4ne6teo7a9nN/s+TYX2s+O+7weXytBv43avVfzhz9Xsu9gPS/8/tSwx2Qk59Pdov1wTUhQKIn6gaaXF/YfjNxfdN34gcMNNLd6CUWaakh5oRBCCDG8OZlawwt/0GvM49I1dVYTVrVATM9o9ZdqzzR+V0ev/xorfViyu6OH6lqtgu1868l+e6l4eye/uk1vFQ8wb+70a6IBcQZd//Iv/0Jq6ugGkF111VV88IMfHNNFCTHTBUO9vLT/h5xp3G885w/6eG7vd6htOzOuc1ee91C143q6W/qyVTt219DQ1DXkMWmOHLytWgfC3Hw1ZvaFnukaqrRQl5xkZeF8rZxx/+F6GqImxUumSwghhBheUcZCTIpWcdK/i2G9uy8IGyroUhTF2NY/aBuLssVZ6MvCDh/XyhWr27SgK7o78sVopqGv57InWoxW+NNNXEFXU1MTodDFnzotxEzUG/Tz/L7vc675MAAlWcu5deXnMSlmeoM9PLf3uzHtWOOlqipbd5zn7d+nEezR5n1s2VyE2awQDqv87o9DB3M+X5ieDhcAabmxd6z0TJdjiCYa0fQSw9q6To5EasAVBbIzHaP+foQQQojLic1ipyBtHgBVLUdjtumZK5cje9jKE72rYWNH1bjL/pIcVuZHskpHjjfh9jYbnRUX5W809uvqcY/rdeKhr+cqmZM26m6MU0VcQVdeXh779/fdkVdVlQceeICamppxX8AjjzyCoigxf3Jzc43t991334DtGzZsGPG8L774IosXL8Zms7F48WJefvnlcV+rEOPlD/j47d7vGjXRC3LXctvqL7Aobz0fXf0gZlMCgZCf3+79HlUtA2djDKU3EOJnvz7MU785gho2oZiDbLrew6fuWs7Vm4sB2LP/ArV1g5cAnCpvBbQfYrb0CzHbvJFGGiNlugBWL+97727fVQ1AZoaDhARz3N+LEEIIcbnSSwwvuM/RE/Aaz+vrvofKcunyI+u6guEAzZ21474evcTwXGU7p2v7Ppcsjgq6unsnN9MVCISorNZeY7qu54I4gy598ZwuHA7z05/+lObm5gm5iCVLllBfX2/8OXo0Nrq/8cYbY7aP1KBj165d3HHHHdx9990cPnyYu+++m49//OPs2bNnQq5XiLHoCXTz7HuPUduuZZwW52/k1hV/j9mktWYvyV7O7asfxGJKIBju5YV936ei+ciI521p9fKt7+9k+y7tJog1qYvZm//K0jLtTtiHbpyPNcGEqsJLr54e9BwnTrcAYErw4084F/OeN8oLR1jTBdpMkLnFLgACAW1Np6znEkIIIeKjz+tS1TDVkfVT/qCPlq46AHJTB2+ioYsOyiaiQdfypTmR64F9R7WbqSmJGWQ7ZxnDmCc703W+1kMwqH2mmK7ruWAcw5H7B2LjYbFYyM3NNf5kZWXFbLfZbDHb09OH/wv/wQ9+wA033MDDDz/MwoULefjhh7nuuuv4wQ9+MGHXLMRoeP0entnzLaM8YFnhFj64/LOYTLEZoDlZZdy+5kskmK0EwwFe3P8DzjYeHPK852s6eOSxd4w7QGVLMije/AY2p8doF+9KTeS6LdoP4QOHG6g47x5wnhOntRsoSRnN9IZ8MfXZvkAk0xVHeSHAqhW5MY+lXbwQQggRn5zU2SQmaDcrKyMlho0d5wHtc3eea/hMl8OWQqpdW9NdN84OhgCF+U7SXYkAnCvvAaA4YzGKopBkcwGTv6ZLLy1UFCiZ7ZrU15pMox6OPBnKy8vJz8/HZrOxfv16vvnNbzJ3bl8kv3XrVrKzs3G5XGzZsoVvfOMbZGdnD3m+Xbt28cUvfjHmufe///2jDrr0zJquq0u74+92uy95Z8bOzs6Y/4qpy9vr4Q/Hf0y7rwGAJblXsnHWR/B0DF7q57Lk84FFf8efTvw3gbCflw48wQ2l9zEnY/mAfX/z4jG6ugMoCtx0XTHL16i8fFSr4TYFrbjdbgCuWJ/FW9ur8PtD/PblY3zuvr4hjO4OPw2NWtMLR6a2UPZ84xkKUksJhYP0BrUfsgTNxvmGM39ObGYr1WmK67jLgbxvhZhe5D0rLoWClFLOtR7kXNMR3G43FQ1aWZ+Cgl1NG/F3aoajkA5fC7Vt5RPy+3fBfBe79jbgbkgnqwyy7MW43W4SzclAE+1dzRP6e77/++7kae2zSW62A7+/G//wU3AuqtHMJY476Dp9+jQWi7a73lTj1KnBF/uvWrUq7gtYv349v/jFLygtLaWxsZGvf/3rbNq0iePHj5ORkcFNN93Exz72MYqLi6msrOTf/u3fuPbaa9m/fz822+DTqBsaGsjJyYl5Licnh4aGhrivC+DJJ5/k0UcfHfD8zp07cTimRmOAAwcOXOpLECNoMB2k3az920sPzSdUk8U7NdtHPC5f2UiNeQdhgrx+6inmBz+Amb45WcEQnDmnAAolRSo2UyXvHbxgvKuPHyqnnDpj/zkFCqcqFE6Vt/Pi77aRGSmLrq4DPemdlKEtkH3vyA7Sw/UE8EGCtl9FeTWtZ7bF9T07kxQ6u7U1YvV15WzbVh7XcZcLed8KMb3Ie1ZcTF5FAQt4elp4Y9sfaTIfBxNYVSfv7tg94vFdphCYoa27jre3/RXTOHMs4QCAiXDAhq89g+qTrdSf3Ea32Q8maGipZdu2+D4fjMaBAwdQVThVrn3WsSV0T8rrjIfX6x15p4i4/y/cd999A577m7/5GxSlr4OIqqooijKqToc33XST8XVZWRkbN26kpKSEp59+mn/6p3/ijjvuMLYvXbqUNWvWUFxczB//+Eduu+22Ic8bfV3R1zYan/3sZ7nllluMx11dXWzZsoXNmzeTkpIyqnNNtM7OTg4cOMCqVatwOqdn68zLxQuH90A3zHIt5gOLPjuqf4c17Yv448n/i6qEmL+skFlpi4xtJ063EQ5rd79uumE5JXNSOVL3NheqABSuvfJ9xnoxgHXrg3zte3vx+oJcaHZx263LUBSFX79wGmjClWrFlWbBG4CsghSumLuFtu46zh7W1lCuWraWQteCuK67y1/FG9u0NWbXX7uBNNfgN0guN/K+FWJ6kfesuBQ6/WX8er8W6OcvSKXpgg/8MDt7EVvmbxnx+LqOAn5//CgosHDlbPJSSkY8Zjh+f4i9R3YSDisE20u4/oPaZ/cdFc0ca7iAxa6wZfXI1xWv6PddbzCB372xF4BNGxawbmXOCEdfXBOe6Xr77bfHfDGjlZSURFlZGeXlg98Zz8vLo7i4eMjtALm5uQOyWk1NTQOyXyPJy8sjLy/PeKz/xbpcrksedOmcTuegw6rF1BAKB42ywjnZi0lLG13XnWTnGv58ykxYDeEJNeFy9XULqjivdSWyJ1pYvmwWFrOJQL1PO87mIiM9M+ZcLuDm983n+VdOUlHlobY+wNJFWZyt1P5dL1mYjTOlgKpWN52BFlwuFx2hvvLazLQcXKmuuK77xhsWcORkG8WzUpldnD3qGx4znbxvhZhe5D0rLiYXLjKS8mjtrqfKfZhOfysAxdkL4vp36EheinJcQUXFE2xikWv1uK5HVVWSMlvpbMrE21xgXEN6SjY0gC/gITU1dcJ/1zudTk6W980YXb6kEJdrajXnMpnib48RV9C1ZcvERa8j8fv9nDx5kiuvvHLQ7a2trdTU1MQEQ/1t3LiRN954I2Zd1+uvv86mTZsm/HqFGE5rV50xJyM7pWjUx1vMCWSnFNHQUUl9vwWxR09qpYCLF2ZiMWtveo9P+8GcYh+82cz1W2bz2lsVeDr9vPSHU2Sk22l3a2u2Fi/IxJucT1XrcVq7tGBL71wI4Iije6EuI83OY1+9Nu79hRBCCNFndlYZrd311LT1dR3OG6Fzoc5qSSQzuYDmrloaOsbfTKOl6wL2zBo6mzJxt1pod/tIc9lJsqUCWnt6f9BHYsLEL73RhyI7k61kZ02NpT1jNebuhRPloYceYtu2bVRWVrJnzx5uv/12PB4P9957L11dXTz00EPs2rWLqqoqtm7dyoc+9CEyMzP5yEc+Ypzjnnvu4eGHHzYef+ELX+D111/nscce49SpUzz22GO8+eabPPjgg5fgOxSXs6bOvll22c7RB13Q1/41uvVrU3M3jU1a84uyxX1NZYygKzFj0HPZbBY+dON8ACqrO3jmhaiZGwuyyEjOB6DL344/4KMn0Bd0xdu9UAghhBDjo7eO15kUM1nOWXEfn+fSArSJ6GB4vvUEydl9FWRHTmgdj5Mj3QsBuv3ucb/OYM5Wap0L581Nm/ZVM3EFXb29vTz22GPccsstfOlLX6KlpWXCLqC2tpY777yTBQsWcNttt2G1Wtm9ezfFxcWYzWaOHj3KrbfeSmlpKffeey+lpaXs2rUrpra6uro6psvgpk2bePbZZ/n5z3/OsmXLeOqpp3juuedYv379hF23EPFo9JwHtMHCzsSxDfTT72x1+d109mg/fI6caDK2xwRdPXqma/CgC+DqzUWkp2ntX4+d1H5w5uUkk+ZKJCO5L4Pc2l1nDEa2mBJIMMu6LCGEEOJiKEpfiEnpGyuT7ZyFxZwQ9/H6Z4cOXzNef/zrjgZzvvUk1qQu7MnaEoYjx7RugnqmC6Arqm18V1cvP/zv9/juj3bx+tsVNLfE32wimt8forpWu/b503g+ly6u8sIHHniAs2fP8vDDD/PMM89www03cODAgQmJOJ999tkht9ntdl577bURz7F169YBz91+++3cfvvt47k0IcatyaMNEsxOKRrz+0W/WwVQ767EmZvO0UjQVZDnJCPNDkAwFDBmZQwXdCUkmLn1plJ+/kzf4OXFC7T1X3qmC7TSSF8g/sHIQgghhJgYVksihWmlVLdpA5KjPwvEI+azQ0clJdkDx87EIxw1pLloronTR+D4qWaCwfCgma5AIMQTP9nLmXPaTeLjp1p45oXjFOY7Wbksl5XLcpk9KxWTaeTPROdrO9HHAs+bM7Yb11NJXEHXiy++yKuvvsqWLVvYtGkTmZmZnDt3jnnz5k329QkxbamqagRdOSnFYz5PRnI+CWYbgZCf+o4KZmes4OQZLaNVtrhvkLieBYOhywt1mzfM4k9vnKOxWStR1IOuJGsqNosDf9BLa1c9vkimy54gpYVCCCHExTQnc6kRdOWmDj8Uub8sZyEWUwLBcIAL7eVjDrqaPOfxB7VM1aqyPE4faaPHH+LM2VYWLshAQWvY0eXvQFVVfv7MESPgSk9LpK1dWzdeW9dJbV0nf/hLOa5UGyuW5vCB980jO3PoxhhV1VqWy2xWmF3kGtP1TyVxlRcuW7aM559/Hq/XyzPPPIPT6aSgoGCyr02Iaa2zp93IFI2liYbOpJjISZkNaHerys+10durjWVYNkhpIQyf6QKwmE189EMLAXDYE1hYqgVdiqIYJYat3XVGIw1ZzyWEEEJcXPNyVqKNRFYoSl84qmPNJguFaaUAlDcdHPM1nI9kuUBh08pl2KxayePh402YFBMOq9bNu9vv5g9/Kefd97TOysuX5vC9/+96/uNr1/E3H1/K0kVZmM1adsvd4Wfrzmq+9fi7eDqHnnSsB13Fs1KxWs1D7jddxJXp+tWvfsUDDzxAdnY2JSUlvPzyy9jt9sm+NiGmtabIei4YexMNXZ5rDrXtp2noqESt0UoLbVYz80v6apw9vqhM1whBF8C61fkkJ1tJddpIcvTViWck51PnPkdrVx2JCdodKAm6hBBCiIsry1nIneu/goKJtKTRz6ean7OaqtbjNHfW4PY243JkjXxQP+dbTwBaxY7T7mTxwkwOHmnk8PFG7vzoEpISU+nu7eDkcT/vvaV1WiwqTOHvPrUKk0khI93B9VvmcP2WOfh8AY6ebObA4QZ277tAu7uH//75AR76hw0Dyg1VFapqtGqbmbCeC+LMdM2ZM4c33niDrq4uDh8+zDXXXDPZ1yXEtNfYqZUWmk2WmAYVY6EviO0JdHPouNY0ZtGCTBIS+u786Jkui8kadzng4gWZFOTHrtfKjKzravc20dXjBsCRIGu6hBBCiIutOGMxRRmjy3Lp5uesNL4ub9w/6uND4SC1bWci17EIgOVLtOCvobGbpuZukm0ufO3p7NvqAsCVauPBz60jMXFgXsduT2Ddqnw+96lVvP9a7XPNidMtvPTqqQH7dnaD16eN3JkJ67lgCrSMF2Km0tdzZSYXYDbFlVQekt42PuCz09iodQ+K7loIsTO6xtPkJiNJC7pUNWwEcomS6RJCCCGmlRR7hrEW7EzjgVEf39BRSW9IW5NVnLEYgLIlfZ89Dh9vAn86tfs2Ew6bsFrNPPi5daSnjVwN97EPL6I0Uq3z6mtnOXi0IWZ7m7vv63mXU6arubl5TCefyNbyQkw30Z0Lx8vlyCYxIYnu5lzjuegmGjDyjK54RXcw1I1mMLIQQgghpobSnNUA1LadNsbAxEtfz6UoJgrTtfVhGWl2ZhVo67j2Hqhj518yCPUmAiqfvW9l3A0vLGYTf/e3q0lxauNofvL0QZpauo3tbR3azeOMdDtprsRRXfdUFXd54Re+8AWOHj064r7d3d386le/YtWqVTz55JPjvkAhLoaGjip+uetrnKjbPSHn8wd9tHu1ORbj6VyoUxSFvNQ5dDVpQVdudtKAjj/xzOiKR6ojC7MpdhaIdC8UQgghpp/5OasAUFE523RoVMfq67nyU+dis/Rlr5ZFsl1nzrXR0a6FElmLjrCibHRrxtJcifz9/draL58vyI//Z5/RKKzVHbn+GZLlgjgbaezatYt//dd/ZcWKFZSUlLB582bKysrIysrCZrPhdruprKxk//797Ny5E5fLxVe+8hU+97nPTfb1CzEhtp56jgvt5XR4W1iUt37cM+iaPTXG1xOR6QLITp6Lt1X74bZ0UewPNlVVo8oLxxd0mRQT6Um5NHf2fQ/SSEMIIYSYfjKTC3A5snF7myhv3M+ywivjOi4Y6uVCeznQV1qoW74kmz++ftZ47Co6R/qcM3T7PaTYRxckLZyfye23LOS3vztJda2HXz53lBuvK6CrW/scNlPWc0GcQVdZWRmvvPIK586d4xe/+AV//etfefbZZ/H7+9o8FhUVsXnzZn71q1/xoQ99CItlfGtYhLhYvL2dnI/Mwejyt9PhaxlTh59oTZEmGqBNkZ8Iwc58wkEtsCqeE5uk7gl0Ewhp78fxlhcCZCTlxQZdkukSQgghph1FUSjNWc17lX+msvkYgZCfBLNtxOMuuM8RDAcAKIo00dCVzEkjxWnF09lLSYkDS+lBFEVrGz/aoAvgputLOFfZzv7DDWzfXYOny2dsmzf3Mgu6dCUlJTz66KM8+uijALS3t9PT00NGRgZWq3VSLlCIyVbeeABVDRuPa9vPjDvoaoys50q1Zxpt18ersUZL7SumEI6M2HWWnp7RtYsfSf91XXZZ0yWEEEJMS/NzVvFe5Z8JhnupbD5Gae7qEY+pbNaWFJlNFgrS5sdsM5tNPPh36zlztpUVK+08tVsFoMvfMabrUxSF++9eQW39dhqbujl8TOsJYU0wGevHZoJxdS9MS0sjLy9PAi4xrZ1u2BvzWG+POh59TTTGv55Ld/qMNiTQkdFEi7cqZpteWgiTFXRJpksIIYSYjgrS5hsNsc7E0Tq+J+DlYPVbgFZamGAe+Dl/brGLG68rIT2lL7PV7XeP+Rod9gT+4dNrsCb0hSZFhU7M5pnTaH3mfCdCjEFPoJuqluORR1r9cG37+IKucDhklOZNVGlhu7uHmgta0JWU1UC9uyJme3TQ5Uwc/6LT6LliZpMFq3lmdA4SQgghLjcmxcS8bK2hxrmmQ4TDoWH331/1Ov6gF4CNJR8adl+rJdH4jDDWTJduVkEK99213Hg8p3jmZLlAgi5xmStvPEhY1X74lBVcAUBL1wV8o2yrGq3N22DUQU9E50KAYyebjK+Tsxpo6qwhGAoYz+mdCx1W56B3pEYrPSkPPQi1JySPu7GIEEIIIS6d0kgXQ1+gi9pIg4zB9AS8vFf5FwBmZyxhVvqCEc+dZEsFxpfp0m1aV8hHbp5LbpbKVRsHjrCZziToEpc1vbTQ5chmVfF1xvO17WeHOmREemkhTFznwqMntDVcLpeFhKQuwmooplnHRM3o0iWYraTaMwFpoiGEEEJMd8WZS4wGGsOVGO6LynJdMf8jcZ1bD7rGm+nSbdlUwMaVKs7kmbV8SYIucdnyB3xUthwDYEHuWnJSio0fSOMpMdSbaNgsDiNwGY9QKMyxk1rQtWxJDnrSqd5daewzUTO6omU5CwFITpw5nYOEEEKIy1GC2crcrGUAlDfuR1XVAfv0BLrZq2e5MpcaA5FHkmxzAROT6ZrJ4gq6rr32Wk6dOjXZ1yLERXWu+RChSBngwty1mExmClzzgPEFXX1NNGZNSFlexXk3Xp92nSvL8nE5tKGE9R1967omakZXtCtLb2Nx/kauLL1tws4phBBCiEtDH5Tc4WuhKWosjC4myzXvw3Gfd6IzXTNVXEHX1q1b8Xg8k30tQlxUp+q10sKUxAxyU+cAGHd16t0VBEK9YzrvRHcuPHpCW89lsZhYND+TvNS5ADR0aJmucDhEV087MHHlhaCtR7tlxd+R7yqZsHMKIYQQ4tIoyVqOomgf/cv7lRhqWa7XgNFluSA609UxaAZNaKS8UFyWeoN+KpqPALAgd42RkSpM037IhNWQEdSMRpffTXevdqcnxzlB67mOa0FXaUk6iYkW8iIBYktXHf6gj05/OyraD7mJzHQJIYQQYuawW5MpSl8IDFzXNZa1XDo90xUKB4xziIHiDrqke5mYSSqaDxMMa5msBXnrjOfzXSXGXaCxzOua6CYank4/ldVaEFe2WCsrzHPNjWxVaew4P+EzuoQQQggxM+klhk2eatxebb14dJZrTuZSCvsNQx5JcqLL+LpL1nUNyRLvjnfddRd2u33E/RRF4fDhw+O6KCEmm961MNmWRkFU+ZzVkkhOSjENHZVjWtelB10mxUxm8vhbnZ460xdQlS3OAiAnZTYKCioq9R0VRlofJra8UAghhBAzy/ycVbx54lcAnG06yJrZ72Nv5WtjznJBX6YLoKung8zkgom52Bkm7qBrwYIFZGVlTea1CHFRBEK9nG06BEBp7mojs6UrTCuNBF3lqGp4wPbh6J0LM5LzsUzAvKzKajcA9kQL+bnaNHmrxUZmcgHNXbXUd1QYs8BMipkk28waJCiEEEKIiZNqzyQnZTaNnirONO5nacFm9lXpWa4yCkaZ5YLYoEs6GA4t7qDr3//931m3bt3IOwoxxVW2HCUQ8gOwMHfgv+nCtFL2VWl3fZo7L5CdMivuczd5zgMTN5+rKlJaWDwrFZOpr8Q31zVHC7rclcYcrRR7xqgCRCGEEEJcfkpzVtHoqaKm7TTvnHkRf9AHjC3LBeCwphgVONLBcGjyCU1cdk5HuhY6rCmDducpTO+7yzOaEsNAyE9bdwMA2RPQRENVVc7XaD+8ZhelxmzTOxh2+JppjAR6UloohBBCiJHMz1kNgKqGOXD+TQDmZi2jIG3emM5nUkw4IpU2kukamgRd4rISDAU423QQgNKc1ZgGyQwl21ykOXKA0QVdzZ21RhfBnAnIdDW3eI35XLOLXDHb9A6GAHXucwCk2NPH/ZpCCCGEmNmynIWk2mOXDG0exVyuwUS3jReDiyvouvfee2U9l5gRqlqPG2n0hXlrh9xPbx0/mg6GE925UC8tBJg9KzbTlZ1ShNkUWx0snQuFEEIIMRJFUSiNdDGE8WW5dH0Dkt3jOs9MFlfQVVNTwy9+8QvefPNNuru7J/uahJg0etfCxIQkZkVmVQxGLzv09LTS4WuJ69x6mZ8zMQ2H1TnOK4WqGjcAiYkWsrOSYraZTZYBJYxSXiiEEEKIeCzK3xD5ShnzWq5oo8l0NXmqeWbPt4zPZJeLuBppeDwevvnNbxIIBDCbzSxbtowrrriCK664gs2bN5OfP/7W2EJMtlA4SHnjAUArLeyfKYqmZ7oALrSXk2rPHPH8TZ01wMSs54Khm2joclNnU99RYTyWTJcQQggh4pHvKuFja76ExZxAftTonLEaTaZrR/nLVLeepLHjPHMyy7BaEsf9+tNBXJmu9957j46ODrZu3cqjjz5KXl4ev/71r7njjjuYNWsWc+fO5Z577uHJJ5/k+PHjk33NQoxJdetJegJapnZB7tClhQDpSblGtiqeEkNVDRvlhXoL9/GIaaLRr7RQpzfT0EmmSwghhBDxKsleTnHG4gk5l57p6gl0EwwFhtxPVVUutJ8FwB/0cqT2nQl5/ekg7pbxiYmJXHXVVVx11VXGcydPnmTnzp3s3LmTd999l1//+tcoikIwGJyUixViPE437APAZnEwO3PJsPsqikJhWilnGvdTE0czjXZvk9GGfiLWczW3eun26k00hgi6XLFBl1MaaQghhBDiEoiZ1dXbMWSFUIevme7evhLEfVWvs6r4+kEbm8004/oOzWYzZrMZk8mEoiioqkpKigxnFVNPOBziTKMWdM3LWTlsaaFOLzFs7qw1MmRDmdQmGv06F+oykvNJMNsAbY2azWIf9+sKIYQQQoxW7IDkodd11baXxzx2e5uMrtIzXdxBVyAQYNeuXXzve9/jIx/5CDk5OSxatIjHHnsMVVV56KGHOHbsGG1tbZN5vUKMSX1HBd7eTgAW5K6J65i+GV59qfCh6EFXgtlGmiN7zNep00sLExMt5PRroqEzKSZyUmYD4EyULJcQQgghLg29vBCGX9dVF/k85bA6cSamAbC38rXJvLQpI67ywiuvvJL9+/djNptZs2YNGzdu5P7772fTpk2kp8uHPTH1eXr6bgZEz7gaTk5KMRaTlWC4l9r2M5RkLx9yX71zYXZKEcoEpMirqt0AFBemDNpEQ7e6+DqaO2tYPmvLuF9TCCGEEGIskqKCrmEzXW4t01WQVkq+ay7bTj9PTdspGjqqyE2dPclXeWnFFXTt3LkTh8PBHXfcwZYtW9i0aRMlJePvdCLExeKLZLkA7AnxtXM3myzkp5VQ3XpyxCHJTZ2RJhoT0LlQVVWq9CYaQ5QW6hblb2Bh3noUZejATAghhBBiMlktNqyWRHqDPXT1uAfdxx/00ezROj0Xps1jWeEW3j37CoFQL3urXuNDyz97Ea/44ovrlvzx48f54Q9/SDgc5utf/zqlpaXk5uZy22238b3vfY93332X3t7eyb5WIcZMLy20WhKxmBPiPk5f11XvrhiyG4+3t5POnnZgYtZztbT56O7WXqt4iM6F0STgEkIIIcSllmTVPrMMlemqd1eiogKQ75qH3ZrM0oIrADhZt3vIYG2miCvoWrRoEffffz8/+9nPOH36NI2NjTz55JPMnz+f3/3ud1x33XWkpqayefNmvvzlL0/2NQsxanrQFW+WSzcrEnQFwwEaPVUDtnf2tPHq4SeNxxPTRMNtfD1U50IhhBBCiKkkOdEFENOdMNqFSGmhSTGTG1nqsWb2+wEIqyEOnH9z8i/yEhrT4pPMzExuvfVWHnvsMf7617/yhz/8geuvv57du3fzH//xHxN9jUKMm15eqM/eile+ax4KWiYpusRQVVWOX3iX//fO/6Gi+QgABWnzjR8i43E+0rkw0WYmNzt53OcTQgghhJhsxoDkITJWFyKdC3NTZ5NgtgKQkZxHSZa2Zv5g9VsEQjO3ci7uOV265uZm3n33XXbs2MHOnTs5cOAAgUAAk8nEypUr2bx582RcpxDj4h1j0GVLsJOdUkSj5zw1bWdYP/dmuv0eXjv2lNGCHhTWzbmRq0o/OiFzJvT1XEWFqcM20RBCCCGEmCr0ZhqDlReqapg69zlAu6Edbe2cGznXfBhfoIvjF3YyO2XlpF/rpRBX0PXTn/7UGIJ89uxZVFXF6XSyfv16/s//+T9s3ryZDRs2kJQ0eGtrIS41X28XAHbr6DNHhWmlNHrOU9t+htMNe3nt2FNGEOdyZHPzss8wK33BhFynqqpGeaGUFgohhBBiukiOZLq6eztQVTVmzXlrd70x87QwbX7MccUZi8lyzqK5s4a9Va9RXLbiol3zxRRX0PWZz3yGwsJCNm/ezD/+4z9yxRVXsGzZMkymmT89WswMfZmu0Q/vLkwvZf/5N+gJdPPygR8Zz68quo6rF96B1ZI4YdfZ2uajK9JEY6TOhUIIIYQQU4We6QqFg/QEumNudEfPO+2f6VIUhTWz38efj/6U1q46atwnL8r1XmxxBV1VVVUUFY2/QYAQl4KqqvgCkUYaY8p0xd6RcSam84GyTzMna+mEXF80vbQQJNMlhBBCiOlDz3SBNiB5sKArJTGdFPvAGb9L8jey7fTzeHs9HKnfipMlk3/BF1lcqarhAq5jx47x/PPPs337dlRVnbALE2Ki9AZ7CIWDwOjXdIEWZKWyDHf1HBbnXsH9V35jUgIu6OtcaLNKEw0hhBBCTB/DDUi+YAxFjr2RrbOYrawsuhaAWvcp/Hgm5yIvobgyXb/+9a957bXX+MUvfhHz/L333suvfvUr4/GaNWt44403SEkZfQmXEJNFz3IB2McQdB053sT+1xYRDIZJXlJGYsLkrV2sinQuLJ4lTTSEEEIIMX0kRwVdXX638bWvt4vWrjpg6KALYFXxdeyueJVQOEibudx4PhDqpb27gdbuelq76mnrqqPd28Tdm/59QhqYXSxxXelTTz2F1WqNee6Xv/wlv/zlL3n/+9/PK6+8wne+8x2OHTvG448/PqoLeOSRR1AUJeZPbm4uAIFAgK985SuUlZWRlJREfn4+99xzD3V1dSNeb/9zKopCT0/PqK5NzAz6ei4AxyjndB053sQTP9lLMBgGoKLKPZGXFkNVVc5HyguLpbRQCCGEENOI3ZqMEgmCojNdetdCgIJ+67miJdlSWZy/EYAOpZo/nvhv/u/bX+I/XvsMP9vxr7xy8D/ZUf4SJ+p3U99RQYe3eZK+k8kRV6br+PHjfOpTn4p57le/+hUul4sXXngBh8PBBz/4Qbq6unjhhRf46le/OqqLWLJkCW++2TcQzWw2A+D1ejlw4AD/9m//xvLly2lvb+fBBx/klltuYd++fUOdDoCUlBROnz4d81xi4sQ1PBDTR3TQNZpM15HjjTzxk31GwAVQ39g1odcWra3dR2eXNp9i9iwJuoQQQggxfZgUE0nWFLr87pigSy8ttJisZKcM3yNi7ewbOVq7HVUJU+M+MWC7xWQlPTmXjKQ8VKbXsqa4gq729nYKCwuNx6FQiB07dvCBD3wAh8NhPH/FFVfw/e9/f/QXYbEY2a1oqampvPHGGzHP/ehHP2LdunVUV1cPu9YsOmMmLm++6ExXnEHX4WON/Oh/tIDLZjUzb24ax0+1UNfQOaAN6kTRSwtBOhcKIYQQYvpJsrno8rtjygv1Jhp5rjmYTcOHHtkps1iefx0nLuwiKzWfHFcR6Ul5ZCTnkZGcT0piupFNm27iCrry8vKorq42Hu/duxefz8eVV14Zs5+iKGNqI19eXk5+fj42m43169fzzW9+k7lz5w66b0dHB4qi4HK5hj1nV1cXxcXFhEIhVqxYwde+9jVWrhzdsLX6+nrq6+tjzgngdrsJh8NDHXZRdHZ2xvxXDK2tQ0s/K5jo6e7F73UPu//xU2387JkThEIqVquJB+5dQmt7D8dPteDzBampbSbFaR32HGNxqrwRAKvVhN0WxO0e/jrF9CPvWyGmF3nPCjE6NpOWjOnobtU+L6sh6tq18sJM+6y4PtsszbiW3vMuVhWvwunsu1mu+qHDP7UabHg88V9PXEHX1VdfzXe+8x2uueYasrKy+N73vofZbObWW2+N2e/gwYOjbi2/fv16fvGLX1BaWkpjYyNf//rX2bRpE8ePHycjIyNm356eHv73//7f3HXXXcM261i4cCFPPfUUZWVleDwefvjDH7J582YOHz7M/PlDL+Dr78knn+TRRx8d8PzOnTtjMnyX0oEDBy71JUx5TaYTYAaTmsA772wfdt+GZthzSCGsKpjNKuuXB6k9f4i2DtCXQL7+5i6yBnY7HbcjRxVAIdkRYvv2dyb+BcSUIe9bIaYXec8KEZ8OsxdM0OyuZ9u2bfTgJpDgB6D5fDfbqrbFfa7p8L7zer1x76uocfR5r62tZd26dTQ2NmIymQiFQnz5y1/m29/+dsx+K1asYMuWLfzwhz8c/VVHdHd3U1JSwpe//GX+6Z/+yXg+EAjwsY99jOrqarZu3TqqDonhcJhVq1Zx1VVX8cQTT8R93GCZri1btnD+/PlL3qGxs7OTAwcOsGpV7F0AMdDWs89wqmk3afZc7lj5f4bc7/ipVn72zElCIRWb1cxn713C3Nna2qqeniD/+2u7ALj9QyVcsSF/Qq9RVVX+7Vt76OoOcNXGfG77YMmEnl9MDfK+FWJ6kfesEKPzXvWrHKh9HZvFwafWfZvjDdvZXvE8APeu/Qb2OBqaTaf3ncfjobi4mI6OjhFjg7gyXYWFhZw4cYLnn3+ejo4OVq9ezTXXXBOzT0tLC3fffTc333zz2K8cSEpKoqysjPLyqFaRgQAf//jHqays5K233hp1wGMymVi7dm3MOeORl5dHXl6e8VhPIbpcrksedOmcTueIpZaXuyDaHZZke+qQf1fl59r4+W9OEQqpJNrMfOnzG5hfEpvOSnMl0u7uwe0JT/jfeWu7j67uAAAL5mfL/9MZTt63Qkwv8p4VIj4Zbq2fgj/oJdnpoK3qAgBpjhzysmaN6lzT4X03mmVVcQVdoAUan/nMZ4bcnpmZycc+9jG2bt3KwoUL476A/vx+PydPnjTWi+kBV3l5OW+//faAksN4qKrKoUOHKCsrG/N1ienLF9DW4jmsQwfKb22vMppmDBZwAeTlJNPu7qG+ceJr+/WhyACzZ7km/PxCCCGEEJMtydbXfbm718MFt9ZEoyBt6Fbxl4sJbf+xd+/eAa3lR/LQQw+xbds2Kisr2bNnD7fffjsej4d7772XYDDI7bffzr59+/j1r39NKBSioaGBhoYGent7jXPcc889PPzww8bjRx99lNdee42KigoOHTrE/fffz6FDh/jc5z43Yd+rmD707oX2hOQh92lp1WpyFy/MHDTgAsjL1Y6vb5j4tvF650Kr1Wy8jhBCCCHEdJKc6DK+bvScx+1tAoYfiny5iDvTNVlqa2u58847aWlpISsriw0bNrB7926Ki4upqqri97//PaCtF4v29ttvc/XVVwNQXV0dk95zu9088MADNDQ0kJqaysqVK3nnnXdYt27dxfq2xBSiz+ly2IauC25p8wGQmTF0g5S8HC0YanP34OsJYk+cuLfP+UjQVVSYgsk08e3ohRBCCCEmW3JUputMw37j6wKXBF2XPOh69tlnh9w2e/Zs4ujzwdatW2MeP/744zz++OPjvTQxA4TDIXoC3QBDLt4MBsO4O3oAyEwfOujKz+07vqGxiznFrgm5RlVVqapxA1JaKIQQQojpK7q88GzTQQCslkQynQWX6pKmjOk5XUyIOPkiARcMPRi5rd2HHttnptuHPJee6QKoa5i4dV3t7h48nVq57Oyi1BH2FkIIIYSYmhLMNmwW7bOUftM73zUP0zQdaDyR5G9AzGje3r6hdUMFXfp6Lhi+vNCVajNKCidyXZe+ngsk6BJCCCHE9Bad7QIocEkTDYizvNDpdKIoI68zCQaD474gISaSr7cvOLIPEXQ1R9ZzAWRmDJ3pUhSFvNxkKqrc1DdOYNAVKS20JphismlCCCGEENNNks1FW3eD8Vg6F2riCrq+9KUvxRV0CTHVxJPpam3TMl32RAsOe8Kw58vL0YKuuknIdBUVpmI2S/JZCCGEENNXckymSyHfVXLJrmUqiSvoeuSRRyb5MoSYHLGZrsGzSC2tWqYrI90+4s0FvZlGU3M3wVAYyziDpMambsor2gAoltJCIYQQQkxzSTaX8XVWcgGJCUmX7mKmELmtLmY0b0BreJFgtpJgtg26j76ma7j1XDq9/C8UVmlq7h5h7+FdqOvkm4/vxOfTynJXluWO63xCCCGEEJdadKZL5nP1kaBLzGj6jC67NWXIfVoi5YXDtYvX5UcNLh5PM42qajff+sFOOjx+AP7m40tZuihrzOcTQgghhJgKohtp5Mt6LsMln9MlxGTy6YOREwYvLQyGwrS7IzO6hmmiocvKdGA2K4RC6pibaZSfa+P7/7UHX08QRYG//eQKrtw4a0znEkIIIYSYStKT9ModhaL0BZf0WqYSCbrEjNaX6Rq8iUZ7e0/fjK44ygvNZhM5WUnUNXSNqZnGiVPN/ODJvfT2hjCbFD77qVWsW5U/6vMIIYQQQkxF+a55vH/pfdgTnLgc2Zf6cqYMCbrEjGZkuoaa0dUWNaNrmMHI0fJzndQ1dI0603XwaAP/+f/2EwyGsVhM/MNn1rBiac6oziGEEEIIMZUpisLKomsv9WVMORJ0iRnNN0KmK2YwchxrugDyIuu66hu7UFU1rnEKe/Zf4CdPHSQUVrFZzXzhc+tYvCAzrtcTQgghhBDTmzTSEDOWqqpGeeHQmS6tXXyizUxS0vAzunR6B8OeniDujp4R9z94tIH//vkBQmEVu93CQ/+4QQIuIYQQQojLiARdYsYKhHoJhgPAMEFXVLv4eAeAR3cwjGdd159eP4uqQnJSAl/5XxuZPzc9rtcRQgghhBAzgwRdYsbyRWZ0wTCDkdv6BiPHS890wchBl6fTz9nKdgDef20Js4tccb+OEEIIIYSYGSToEjOW1+8xvnYMMafLyHTFuZ4LwGazkJGmBWkjNdM4eLTR6I64arkMPxZCCCGEuBxJ0CVmLF+gLyAaLNMVipnRFX/QBVHNNBo6h93v4JEGAHKykmLKEoUQQgghxOVDgi4xY+lNNGDwTFe7u4dwWEtDxdsuXhfdwXAofn+Q46eaAVi5LCfuNWNCCCGEEGJmkaBLzFh9QZdCYkLSgO0xM7pGm+mKrOtyd/jx+gKD7nPsVDOBQBiAVcuktFAIIYQQ4nIlQZeYsYwZXQlJmJSB/9RbWn3G16NppAHxdTA8cFgrLXQmW5knHQuFEEIIIS5bEnSJGWvEGV2RJhpWqxlnsnVU587P7Ttn/SBBVygU5vCxRgBWLM3BZJLSQiGEEEKIy5UEXWLGMjJdQwRdrZF28Znp9lGvt3ImW0lyaMOU6xsHNtM4W9FOV7dWdrhSSguFEEIIIS5rEnSJGWvETFdb32Dk0VIUJaqD4cBM14FI10JrgoklizJHfX4hhBBCCDFzSNAlZqyRMl36mq7Rdi7U6c006vp1MFRV1Qi6lizKwma1jOn8QgghhBBiZpCgS4xKOKzyn/9vH//1s/1Gu/WpyhuZ0zVYpiscVmlrjwRdY8h0Qd+6ruYWL4FAyHj+Qn0nzS1aFk26FgohhBBCCAm6xKiUn2tj78F63ttfx+mzrZf6coYUVsP4erWga7BMV3tHDyFjRtfYgi69vDAcVmlq7ms/r2e5FAWWL80Z07mFEEIIIcTMIUGXGJWmlr7g4kL9wAYSky0YGnwmVn89gW5AC6oGy3TpnQsBMjPGVl6YnxPdNr7v7+LgEa1r4fy56aQ4bWM6txBCCCGEmDkk6BKjEh2sDNZAYjLtqfgjj7/xWf564tcj7uvr7QuC7AnJA7bHBl1jy3RlZjiwWLS3UH1kXVe720fleTcgXQuFEEIIIYRGgi4xKs1RwcpQQ4Enw86zr/D2qecIhYMcvbADVR1+PZk3KugaNNMVaRdvTTCNekaXzmRSyM1OAvr+LvQsF8h6LiGEEEIIoZGgS4xKS0zQdXHKC3eU/47tZ140HvcEuvH2eoY9JjroGmxNlz6jKyPdMeoZXdH0Zhp6pktfz1WQ5yQnEpAJIYQQQojLmwRdYlSig64Oj59ub3xrrMZq+5mX2FH+EgCJCX1BTEvXhWGP88VkulIGbNe/j7Gu59IZs7oau+j2Bjh5pgWAlcukgYYQQgghhNBI0CXiFgyGae/oiXmufpKyXaqq8s6ZF9l59ncApCflcffGfze2t3bVDXu8numymBJIMA8sHzSCrjF2LtTps7p6e0Ns23meUEgre5TSQiGEEEIIoZOgS8Sttc1H/6VUFyZhXZeqqmw/8yLvnn0FgIykPO5a/zAZyXk4E9MBaBkh6IoejNy/fDAcVmmNzOjKGGemKz+3r0nH629XAOBKTWR2kWtc5xVCCCGEEDOHBF0ibi1t3gHPTXSmS8twvcC7534PQEZyPndueJjkRBcAmcn52rWMUF6oZ7oGa6LR4ekxMlLjzXTlZiejx3TuDj8AK8tyMJnGvk5MCCGEEELMLBJ0ibhFdy6cVaCtk6qrn9hM17bTz7Pr3B8AyEwu4K71D5NscxnbM5ILAGjtHCHTFRh6MHJLq8/4eqzt4nVWq3lA4Cat4oUQQgghRDQJukTc9HVQSY4ESuakAVDXOHGZrkbPeXZXvApAVnIhd65/mCRbasw+eqaru7cjpllGf16/1t1wsExXdPCYmT6+8kLoW9cFkJhoYVFpxrjPKYQQQgghZg4JukTc9AxRZobDWMvU2ubD7w9OyPkvtJcbX3983T+TZBvYdTAzkumC4dd1eYfLdEXKJC0WEylO25ivV5cXta5r2eJsEhLM4z6nEEIIIYSYOSToEnFrjmqzrgddqto3o2q8mjw1AKTYM3Empg26T0Yk0wXDdzDUs2COhOQB2/QZXZnp9glZexXdTENaxQshhBBCiP4k6BJx08sLszIcxlBggLoJ6mDY6DkPQE5K0ZD72K3JRsnhUJmuQKiXQEhrajH8jK7xrefSLVqQicViIjXFxvKlEnQJIYQQQohYlkt9AWJ66O0N0eHRApnMdAdprkQSEy309AQnJNMVVsM0d9YCkO0cOugCrcSw299B6xAdDKPXetmtAzNdLVGZromQnZnE9/6/67BazTjsCRNyTiGEEEIIMXNIpkvEJbpdfGamA0VRjAYSdfXjb6bR3t1AMNwLQPYwmS7oKzEcKtPljQq6+me6wmG1r7xwgjJdoM3mkoBLCCGEEEIMRoIuEZeWqI5/WZEW6fpapokoL2z0VBtf56QUD7uv3sGws6cNf8A3YPtwmS5Pp59gMAxAxgRluoQQQgghhBiOBF0iLrGzrbRgRV/X1dTcbQQyY9UUCbpsFjup9sxh982I6mDY2j0w2xWb6YrtXhgdPE5kpksIIYQQQoihXPKg65FHHkFRlJg/ubl9w2VVVeWRRx4hPz8fu93O1VdfzfHjx0c874svvsjixYux2WwsXryYl19+eTK/jRlP71zoTLZis2lLAfPztCxSKKzS2Nw9rvM3dWpBV5azCEUZvqNgTNv4zoHruqKDLnu/7oX6ei5gwFBjIYQQQgghJsMlD7oAlixZQn19vfHn6NGjxrbvfOc7fP/73+fHP/4xe/fuJTc3lxtuuIHOzqHXEe3atYs77riDu+++m8OHD3P33Xfz8Y9/nD179lyMb2dGiu5cqMvPie5gOL51XXqmKztl1oj7OqxOI5hqiWqm8ZsXj/NP//IG56u1csfEhCRMptiZWfr3oXcbFEIIIYQQYrJNiaDLYrGQm5tr/MnKygK0LNcPfvAD/uVf/oXbbruNpUuX8vTTT+P1ennmmWeGPN8PfvADbrjhBh5++GEWLlzIww8/zHXXXccPfvCDi/QdzTyDtVnPynRgsWj/hOrHsa6r299Bl98NjLyeC0BRFKPEUJ/V1e7u4fW3K2hz97D9DRNqWBlQWgh9ma6MtImZ0SWEEEIIIcRIpkTQVV5eTn5+PnPmzOETn/gEFRUVAFRWVtLQ0MD73vc+Y1+bzcaWLVt49913hzzfrl27Yo4BeP/73z/sMWJ4LYN0/DOZojoYjiPoaoppojF850JdZr8OhvsO1aOq2raOdgsdtbOxDxZ0RQ14FkIIIYQQ4mK45HO61q9fzy9+8QtKS0tpbGzk61//Ops2beL48eM0NDQAkJMTO3A2JyeH8+fPD3nOhoaGQY/RzxcvvdxR19WlBRZut5tweHyNI8ZLL68crsxyovj9ITq7tHbuSXbt+9dlplupuQA1F9wxz4/G+aYzACiYsISS4zpPkiUdgA5fC82tjezaWx2zveXMEpTF5wecq6lZ+3/oTLaM+XqFGKuL+b4VQoyfvGeFuPim0/vO4/HEve8lD7puuukm4+uysjI2btxISUkJTz/9NBs2bAAY0FhBVdURmy2M5Zj+nnzySR599NEBz+/cuROHY2o0YThw4MCkv0ZHJ+hJ0Qu1Z9jWc8bY5vNq2+obu9i6dRuj/CvWzmk+ACawqsns3B5fNrJbaYz861X545t/oaIqDVDISldpblMI+u2c3O/E2b7NOEZVoaVNARQ87jq2bRt8zpcQk+1ivG+FEBNH3rNCXHzT4X3n9XpH3inikgdd/SUlJVFWVkZ5eTkf/vCHAS1zlZeXZ+zT1NQ0IJMVLTc3d0BWa6RjBvPZz36WW265xXjc1dXFli1b2Lx5MykpKcMcOfk6Ozs5cOAAq1atwukcWEY3kY6dbOWtXScA2HLVWnKy+gLO1PRmTp07RTissHTZWjLHMPvquYPvgg9mZc1nS+mWuI7p8rv51f4dAARN2UAQgAfuW8sTv/wLnc2ZNFbls+KjG0hNsQLQ2dXL797QmqmsWrmINSuyR32tQozHxXzfCiHGT96zQlx80+l9N60yXf35/X5OnjzJlVdeyZw5c8jNzeWNN95g5cqVAPT29rJt2zYee+yxIc+xceNG3njjDb74xS8az73++uts2rRpVNeSl5cXE+zpf7Eul+uSB106p9OJy+Wa1Nfw9bQZX8+ZnYM1oa8j4LwSE3AKgC6viXlzR3ctgVAv7p5GAGZlzov7e0lVU7FZ7PiDPsrP9AImigpTmDc3h8yFh+hsvo5gUOGtHfV86q7lALS2txvHFxVmTPrfmxBDuRjvWyHExJH3rBAX33R435lM8bfHuOSNNB566CG2bdtGZWUle/bs4fbbb8fj8XDvvfeiKAoPPvgg3/zmN3n55Zc5duwY9913Hw6Hg7vuuss4xz333MPDDz9sPP7CF77A66+/zmOPPcapU6d47LHHePPNN3nwwQcvwXc4/elNNFypiTEBF0BOVpLRBXAsHQxbOmtRVW19XLZz5M6FOq2DYT6BnkQa67TXX7cqn56AF1tKOymF2pq/d96t5kJdZ+T7kMHIQgghhBDi4rvkQVdtbS133nknCxYs4LbbbsNqtbJ7926Ki7UP4F/+8pd58MEH+fu//3vWrFnDhQsXeP3112PSjdXV1TENLzZt2sSzzz7Lz3/+c5YtW8ZTTz3Fc889x/r16y/69zcTNA/T8S8hwUx2phbA1NWPfsFjU2eN8XV2nJ0LdZnJBXTWFwJa0LV2ZT6+yGDkrNJjWCwKqgrP/U4rjWxp1YJHs1nBlZo46msVQgghhBBiLC55eeGzzz477HZFUXjkkUd45JFHhtxn69atA567/fbbuf3228d5dQIGH4wcLS83mYambuoaR5/pavRoGalkm4sk2+hKNjOSC+hs0O4bzCpwkpOdRG271hwjwe7jis0ZbN3WwpHjTZw41UxrJNMlM7qEEEIIIcTFdMkzXWLqa44ajBwOh3hh3+O8sO9xAiE/AAW5Wtaxrr4TVR+WFacmj5bpGm2WC8CmZuNrywRgyVJtXpi3t29B443XF+NM1ppoPPe7EzS1RIKudCktFEIIIYQQF48EXWJY3d4APp/WGTAzw0F12ynONh3kbNNBjtXuBLRMF4CvJ4i7wx/3uVVVpblTm6+V7Rx90FVTYUUvLSyaq72ur7cv25bmTOPWD5QCcL7Gw/FTzZHvQwYjCyGEEEKIi0eCLjEsvbQQICvdTnt3o/H4QPVfUVWV/Ny+9XX1DfGv6+rwteAPauuscsaQ6Tp6VMtq2VLaCVm169IzXWaTBaslkauvKCY3OwnQ5nSBNNEQQgghhBAXlwRdYljNUUFXZqaDNm/f/LPmzhpq28+Ql5NsPHdhjsv/DQAALMlJREFUFB0M9fVcMPryQndHD+UVWiv7lLxaWrouAH2ZLnuCE0VRsJhNfOzDi2KOHcssMSGEEEIIIcZKgi4xLD3TpSiQnhab6QI4eP6vJCZayEjTApnRZLqaPFppocVkJS0pd1TXte9gvZG5cubV0NqlNdDwRroXOqx92bdVy3IpLUk3HkumSwghhBBCXEwSdIlh6ZmudJcdi9lEuzc26DrVsJdufwf5eVq2q24Uma6myHquLGchJmV0/xTfO6AFWRlZYE3qpq27gVA4aLSMt1v7sm+KonDnR5dgtZpxJluZVTA1BlsLIYQQQojLwyVvGS+mNn22VWaGnbAaxu1tAmBJwWaOX9hJWA1xuGYb+bklHD3RTN0oMl2NkUxXTkr8Q5EhtrSwbGkKDUBYDdHubRw00wUwp9jFt/7tahISzDjsCaN6PSGEEEIIIcZDMl1iWC1R7eI9vlZCYa2T4fzslRRlaGulDlW/RW6O1qzC09lLV3fviOftCXTj8bUAo1/PFV1auGnN7L5r7awzgi57v6ALtFbxKU7bqF5LCCGEEEKI8ZKgSwxJVdWYoMsdVVqYlpTDqqLrAPD0tKHa6o1t9XGUGOrzuWD0QZdeWlhUmMK84lmYTVrmqrW7Dl9g8EyXEEIIIYQQl4oEXWJInV29+HtDAGRlOGiLaqKR5shhfs4qkm0uAC70vGtsuxBHiWFf50KFLGdh3NcUXVq4dmU+JsVERlKeds6O8/QGewAJuoQQQgghxNQhQZcYUkubz/g6K8NBe7fWLj7JlorVkojZZGH5rKsBuNB5mORkbYlgXJmuSBONNEc2Nkv8LdyjSwvXrtKCrczkfABq208b+w1WXiiEEEIIIcSlIEGXGFJLS9SMrgw7bZHywjRHX3v3FUVXo0Q6DyalalmmeJpp6O3ix1NamJutdSjMcBYAfe3iQZvTJYQQQgghxFQgQZcYUkubFnSZTQppLjvuSHlhelKOsY8zMZ3SnNUABK3agOK6+uEzXaFw0BhmPJrOhf1LC3V6piualBcKIYQQQoipQoIuMaTmSKYrPd0Oiorb1wxo67mirYw01LA4WgFobffR0xMc8rytXfVGF8Rs56y4r2ew0kKAzOSCAftK0CWEEEIIIaYKCbrEkPTByFn92sWnJcUGXcUZi8hIysOa3Ffe19A0dLZLX88FkD2KTNfRk1rQV5jvNEoLAVyObEyKOWbf6OHIQgghhBBCXEoSdIkh6eWFmVFNNADSknJj9lMUhZXF12FN9hjPXagfel2Xvp4rMSEJZ2JaXNcSDqucOatl0hYvyIzZZjZZSI+6JpvFgdkkc7+FEEIIIcTUIEGXGFQ4rNLSqnUvzMyw0+6NbRff39KCK7A7wpgs2mDk4ToY6u3ic1KKURQlruupru3AFylZXDg/c8D2jKh1XZLlEkIIIYQQU4kEXWJQnk4/wWAYgMz0vhldyTYXVottwP6JCQ6WFmw2Sgxr6t2DnldVVZo6tcHIo+lceKpcy3IpCpTOSx+wPXpdl6znEkIIIYQQU4kEXWJQ+nougKzMvvLC/uu5oq0svhZbpMSworp50H26/O34Iq3ds52jD7pmFaSQnGQdsD0zJtMlQZcQQgghhJg6JOgSg2qJCroy0x20e5uA2Bld/eWkFJNXoK2l6uxQ+L9/+TqHa7bRG/Qb+zR5aqL2jy/oCodVTkfWcy2YnzHoPhnRmS6Z0SWEEEIIIaYQ6TYgBqVnuiwWE85kC2496ErKHva4m6+4mlN7zgFQVRmkI/xT3jr5G5YWbGZl8bXGei6TYo5ZhzWc6toOfD59PdfgQVd6Ui4KCioqDpsEXUIIIYQQYuqQoEsMymiikW6nq7eNsBoChs90AZTNXUxOdj2NTV4C7bOhuAJ/0Mv+82+w//wbWC2J2nmdBXF3GNSzXIoCC+YNHnRZzAksyFvLmYb9zMlcFtd5hRBCCCGEuBgk6BKD0ssLMzMctEW1i08fZk2XbtniHN5oqsTbmsMdax7myIW3Od2wl7AaojfYA0COM/75XKfOaEFXYf7g67l0t674PIGQ3wjshBBCCCGEmAok6BKDam6NntHVZDzvGqRdfH9LF2XxxtZKenqC9HqyuXXl39Pt7+BIzTscrHmbrp52FuStjes6tPVcbcDQpYU6RVEk4BJCCCGEEFOOBF1igHBYpa1NKy/MynDQ7tUyXcm2tEHbxfe3cH4GFouJYDDMsZPNLJiXQZItlY3zPsSGkpsJhHrjDo5qLnjw+gLGeYUQQgghhJhupHvhDKSqKu+ceZG3Tz2LqqqjPr7d7SMU1o7LynDQHpnRNVy7+Gg2m4XSEm2W1rETTTHbFMU0qmyU3ioehl7PJYQQQgghxFQmQdcM1Oip4t2zr7Cn4k9caC8f9fF6Ew2AzAw77V4t6IpnPZeubLHW5bCqpoPOLv8Iew/tVHkLEJnPlTz0ei4hhBBCCCGmKgm6ZqBGT7XxdVskYBqN6MHI6Wk23F5t0HFaHOu5dEsXZQGgqnD8VMuorwG0MsczkfVckuUSQgghhBDTlQRdM1BrV53xdUckYBoNvXOh1WombPb0tYsfRaarMN+JK1UrIzzar8QwXrV1Hrq9kfVcpRJ0CSGEEEKI6UmCrhmopeuC8XWHb/RBl57pyspw4Pb1BUwjzeiKpiiKke06drJ5TGvLYtdzpY/6eCGEEEIIIaYCCbpmoJbO6KBr9KV9LZHOhZkZdqOJBkBaUvaozqMHXR0ePzUXPKO+Dj3oKsx34kweuWuiEEIIIYQQU5EEXTOMP+jD09OXIerwji7oCgbD1NZpAVJWRpKxJsyZmEaCeXSBz9KFWSiK9vWxk6PLuGnzubTvY4G0ihdCCCGEENOYBF0zTPR6LoDOnjZC4WDcxx8+1kh3t7aOqmxxFu3d2oyu0ZQW6pKTrcwucgFw9MTogq4L9Z3Gdch8LiGEEEIIMZ1J0DXDRJcWAqiodPa0xX38O7tqAEhzJVK2ODtqRtfoSgt1eolheUUbfn/8wd+pM30ZOulcKIQQQgghpjMJumaY6CYaOnecJYbt7h6OHNeCrM3rC4GwsSZsLJkugLJI0BUMhjkZ1RhjJPp6roI8JylOWc8lhBBCCCGmLwm6Zhg96MpKLjSei7eD4bvv1aI3GbxyQxEdvpYxtYuPNndOGvZECwDH4iwxDIdVTkXWc0lpoRBCCCGEmO4k6Jph9PLCgrT52Cx2IL4Ohqqqsn2XNlR5wbx0crKTaIus5wJITxpbpstiNrF4QSYAx07GN69L1nMJIYQQQoiZRIKuGSS6c2Gms4AUuxbsxBN0lZ9ro6GpG4ArNxYB0O7taxfvcmSN+br0dV0NTd3GDLDhxMznkqBLCCGEEEJMcxJ0zSDRnQszkwuNQKnDO3JZ3/ZIA41Em5m1K/MAjCYazsT0UbeLj7Z0cV8TjmMnRs52nSrXgsT83GRZzyWEEEIIIaY9CbpmkJbooMuZT2qcmS5fT5D3DmjHrltdgM2mrcHSM11jXc+ly8pwkJudBIw8ryscVjkdyXQtLM0c1+sKIYQQQggxFUjQNYO0dNYCkJiQRJI11Qi6Onvah53VtfdAHf5erWHGVZuKjOeNdvGO8QVdAEsXadmuE6dbCIbCQ+5X19BJl6znEkIIIYQQM4gEXTOIXl6YmVyAoiik2vV1WCoe39Dt2vUGGvm5yZTMdgEQCgdxR7oepo8z0wWwdLF2Lb6eIBWV7UPud+pM33VK0CWEEEIIIWYCCbpmkOZIu/jM5AIAUh195XlDlRjWN3ZRXqEFQVduLEJRFGN/VdUyUmOd0RVt0fwMLBbtn9vRYUoM9SYasp5LCCGEEELMFFMq6PrWt76Foig8+OCDxnOKogz657vf/e6Q53nqqacGPaanp+cifBeXRm+wB08ksMp0RoIue3TQNXigozfQMJkUNq3rm+2llxbC+Nd0AdhsFubPTQeGbqbR2xvitMznEkIIIYQQM4zlUl+Abu/evfzkJz9h2bJlMc/X19fHPP7zn//M/fffz0c/+tFhz5eSksLp06djnktMTJyYi52CYjsXakFXYkISNosDf9BLh3dgpisUCrNzjxZ0LV+aTWpKX2Yptl189oBjx6JscRYnz7RQVdPB+ZoO2t091FzwGH8amrqM4cwL50sTDSGEEEIIMTNMiaCrq6uLT37yk/zP//wPX//612O25ebGlra98sorXHPNNcydO3fYcyqKMuDYmawlUloIfZku0EoMmzzVg5YXHjnRRIfHD8BVG4titumDkVMS00kwWyfkGssWZ/Pb351EVeGr335nyP2cyVaWLJKgSwghhBBCzAxTIuj6/Oc/z80338z1118/IOiK1tjYyB//+EeefvrpEc/Z1dVFcXExoVCIFStW8LWvfY2VK1eO6rrq6+tjMm1dXV0AuN1uwuGhO/BdDJ2dnTH/rW2pAMBmcRDwqrh9bgAcFhdQTWtnA263O+Ycb23TjnEmJ1BUYI3Z3tyhdUJ02jIHHDdWyQ6V9DQbbe1+4zmzWSEny0F+bhL5uUkU5CVRXOgk0OvF3TvyIGUhppP+71shxNQm71khLr7p9L7zeDxx73vJg65nn32WAwcOsHfv3hH3ffrpp3E6ndx2223D7rdw4UKeeuopysrK8Hg8/PCHP2Tz5s0cPnyY+fPnx31tTz75JI8++uiA53fu3InD4Yj7PJPpwIEDANSYj4MJTL123nmnL4vkMXnBDC2eerZt22Y83+OHY6cUQCE3s5cdO7bHnLfBUgMKdLcFYo4brxULob4ZkuyQkgzOJDCZOoFOCEPDBe2PEDOZ/r4VQkwP8p4V4uKbDu87rzf+BMElDbpqamr4whe+wOuvvx7Xequf/exnfPKTnxxx3w0bNrBhwwbj8ebNm1m1ahU/+tGPeOKJJ+K+vs9+9rPccsstxuOuri62bNnC5s2bSUlJifs8k6Gzs5MDBw6watUqnE4nv97/Nvhhdt4CtpRsMfY7Wg87K88SVHq44spNmE0JALy9oxZVrQTg9g+vISerL4gMhUOc2v0yAAvnLmNFwRaEEOPX/30rhJja5D0rxMU3nd530ybTtX//fpqamli9erXxXCgU4p133uHHP/4xfr8fs9kMwPbt2zl9+jTPPffcqF/HZDKxdu1aysvLR3VcXl4eeXl5xmP9L9blcl3yoEvndDpxJNvp9LcBUJAxF5fLZWzP9c+CSgAVxRbClZSFqqrsPXgQgHlz01gwPz/mnG1d9aho5ZP5mbNjzieEGD+n0ynvKyGmEXnPCnHxTYf3nckUfyP4Sxp0XXfddRw9ejTmuU996lMsXLiQr3zlK0bABfDTn/6U1atXs3z58lG/jqqqHDp0iLKysnFf81TUGt1EIzk2gIppG+9tIT0pl4oqN3UN2vq0K/s10ABoi+pcmOYYf7t4IYQQQgghLmeXNOhyOp0sXbo05rmkpCQyMjJinvd4PDz//PP8x3/8x6DnueeeeygoKOBb3/oWAI8++igbNmxg/vz5eDwennjiCQ4dOsR//ud/Tt43cwnFdC5MLozZljLIrK49+7X9rVYz61bFBmkQPaNLIW2C2sULIYQQQghxubrkjTTi8eyzz6KqKnfeeeeg26urq2PSe263mwceeICGhgZSU1NZuXIl77zzDuvWrbtYl3xRtURmdNksDpJsqTHbEhMcJCYk0RPoNtrGnzit/XfJgkzsiQP/CegzulIS07FMULt4IYQQQgghLldTLujaunXrgOceeOABHnjggbiPefzxx3n88ccn+MqmrpZOrb17lrMARVEGbE+1ZxpBl6fTT22d1oJz8YLBZ2G1R2Z0pSVJaaEQQgghhBDjFf/qLzFl6ZmujOSCQben2rMA6PA2c/JM35DkRUMEXa1d2mwyWc8lhBBCCCHE+E25TJeIn6pCT2+PsVYrc6igy6EFVx2+Fk5WaUFXitNKQd7ANpydPW14eloByE2dPQlXLYQQQgghxOVFgq5pyO8P8sLvz7LvkAL2SuP5LOdQmS4t6Oryuzl/WgvQFpVmDlqKWNve11a/ML10Ii9bCCGEEEKIy5KUF05DVquZY6fa6PErHDnRZjw/UnlhwOugucUHDL2eq7btDAD2hGQykgZ2NhRCCCGEEEKMjgRd05CiKCxbkgHA+aoQ4ZAZm8VBss016P56pqu7ta/9+1DruWrbtaCrIG3+oJkwIYQQQgghxOhI0DVNLV+iBU2hoEJ3Uy6ZQ3QuhL41Xd4WLejKzLCTnZk0YD9/wEeTpxqAWVJaKIQQQgghxISQoGuamlOUgs2qAtDZUDBkEw0Am8VOoiUZbyTTtah08CxXnfssKto5C9Mk6BJCCCGEEGIiSNA1TZlMCnnZYQC6mvJJS8wbdv+EQCFBvx0Yej1XTaS00GJKICdl9sRdrBBCCCGEEJcxCbqmscycbgDCwQQ6mjKG3benva8pxlCZLn09V55rLhZzwgRdpRBCCCGEEJc3CbqmseT0VkwJfgAqy9Vh9+1oTAUg0dmFKzVxwPZQOEhd+zlASguFEEIIIYSYSBJ0TWMBcyfOnDoAjh5vJxgKD7pfOKzSeEEbyWbPqCcQ6h2wT6PnPMGw9rwEXUIIIYQQQkwcCbqmMb/iwZlbC0C3N8Dp8tZB96uu7cCvJcRwZDTh8bUM2EefzwUKBWnzJuNyhRBCCCGEuCxJ0DWN+RUPjswmEqxahmvfwfpB9ztxWg+yVBwZzXQMFnRF1nNlOQtJTBjYTl4IIYQQQggxNhJ0TVOBUC8BujGZw8wuMQOw/3AD4fDAtV160JWY2o45IUCHNzboUlXVCLpmSWmhEEIIIYQQE0qCrmnK7WuEyCzklWVaN0JPp5/yiraY/YLBMGfOac+lZLsB6PA1x+zT3t2At7cTgEIZiiyEEEIIIcSEkqBrmmr3NRhfr19ZgtWqZbv2HYotMTxX1U5vbwiAvMIgAO5+QZc+nwukiYYQQgghhBATTYKuaardqwVXVnMi6c5Mli3OBmD/oXpUta/EUC8tNJsVZhVpreL7lxfqpYUpiRmk2Ief9yWEEEIIIYQYHQm6pql2r5bpSnPkoigKa1bmAdDW3kPlebex38lI0DVvThoZKVpA1b+Rht65UEoLhRBCCCGEmHgSdE1TbZHywjR7LgDLl2RjsWj/O/USQ78/yLmqdgAWL8gi1a6t/fL2egiEtB7y3f4O2r2NgJQWCiGEEEIIMRkk6JqGVFUlxzkbm5pKZlIhAHZ7AksWZgFa63hVVTl9to1QSCs1XFSaQao9yziHnu2qlfVcQgghhBBCTCoJuqYhRVG4bv49zA1ez9K8q4zn16zQSgybWrzUXPBw8owWWNmsZubOTiPVkWnsq6/r0ksLbRYHWc6Ci/UtCCGEEEIIcdmQoGsGWbksB7NJ6yO/71C90USjdF46FovJKC+Evrbxte3lABSmzUdR5J+DEEIIIYQQE00+Zc8gyUlWFpZqzTJ27qmlurYD0NZzASSYbTisKYBWXtgb9NPgqQKgIG3+xb9gIYQQQgghLgMSdM0weolha5sPvXP84gV9GS4929XhbaHOfQ5VDQPSuVAIIYQQQojJIkHXDLNqeR6K0vc4KSmBWQUpxmN9XVeHr8VoomFSzOSlzr2o1ymEEEIIIcTlQoKuGSY1xUZpSbrxeNH8TEymvihM72Do9jUbQVde6hwSzNaLe6FCCCGEEEJcJiTomoH0EkOARVGlhQCuSNDl6+2UochCCCGEEEJcBBJ0zUDrVheQ4rSRlJTAqmU5Mdui28YHw72AzOcSQgghhBBiMlku9QWIiZeaYuOb/3Y1qJCcHFs2GN02XiedC4UQQgghhJg8EnTNUMlJg6/RSukXdGUk5+OwOi/GJQkhhBBCCHFZkvLCy0yC2UqSNdV4LKWFQgghhBBCTC4Jui5D0eu6JOgSQgghhBBicknQdRnS28YDzJLOhUIIIYQQQkwqCbouQ1nOQkBrqhEdgAkhhBBCCCEmnjTSuAytKr4ehf+/nXsPivI6/wD+XS5dwEXWC7JcBJMYYCwVQpwA3lCRQIsJAgG8g7cxmQWtJjNRRyOi6Ngak4xMqla8S/BCoTbSFjESTSFKYFawY1EiCAkQWy7CgmCQ8/sjw/vLhouSsOyi38/MO+Y973nPeV4yj/jseffI8JytB2Qy2eNvICIiIiKin41F1zPIwtwKfuNfM3QYRERERETPBL5eSEREREREpEcsuoiIiIiIiPSIRRcREREREZEesegiIiIiIiLSIxZdREREREREesSii4iIiIiISI+MqujauXMnZDIZfv/730ttsbGxkMlkOoevr+9jx0pPT8eECRMgl8sxYcIEZGRk6DFyIiIiIiKinhlN0VVQUIADBw5g4sSJ3a4FBwejpqZGOrKysvocKz8/H9HR0Vi8eDGuX7+OxYsXIyoqClevXtVX+ERERERERD0yiqJLq9Vi4cKF+POf/4wRI0Z0uy6Xy6FSqaRj5MiRfY734YcfIjAwEBs2bIC7uzs2bNiAgIAAfPjhh3p6AiIiIiIiop6ZGToAAFCr1QgJCcHs2bOxffv2btdzc3MxZswYKJVK+Pv7IykpCWPGjOl1vPz8fKxdu1anLSgoqN9FV9fKWhetVgsAaGxsRGdnZ7/GGmjNzc06fxKR8WPeEg0tzFmiwTeU8q6pqemJ+xq86EpLS0NRUREKCgp6vP7b3/4WkZGRcHFxQXl5OTZv3oxZs2ahsLAQcrm8x3tqa2thZ2en02ZnZ4fa2tp+xbZ//35s3bq1W/u//vUvWFlZ9WssfSkqKjJ0CETUT8xboqGFOUs0+IZC3rW2tj5xX4MWXVVVVVizZg2ys7NhYWHRY5/o6Gjpvz08PDBp0iS4uLjg/PnzCA8P73VsmUymcy6E6Nb2OKtWrcLrr78unWu1Wvj7+2PKlCkYPnx4v8YaaM3NzSgqKoK3tzesra0NGgsRPRnmLdHQwpwlGnxDKe+GzEpXYWEh7t27h5dffllqe/ToES5fvozk5GS0t7fD1NRU5x57e3u4uLjg9u3bvY6rUqm6rWrdu3ev2+rX49jb28Pe3l467/rBKpVKgxddXaytraFUKg0dBhH1A/OWaGhhzhINvqGQdyYmT749hkE30ggICEBJSQk0Go10TJo0CQsXLoRGo+lWcAFAXV0dqqqqdIqhn/Lz88OFCxd02rKzszF58uQBfwYiIiIiIqK+GHSly9raGh4eHjptw4YNw6hRo+Dh4QGtVouEhARERETA3t4eFRUV2LhxI0aPHo2wsDDpniVLlsDR0RE7d+4EAKxZswbTp0/Hrl27EBoair/+9a/IycnBF1988YviFUIA6N9Sor40NTWhtbUVTU1N/aqyichwmLdEQwtzlmjwDaW866oJumqEvhh8I42+mJqaoqSkBMeOHUNjYyPs7e0xc+ZMnDp1Sucdz8rKSp3/KZMnT0ZaWho2bdqEzZs344UXXsCpU6fg4+Pzi+Lp2kVl7Nixv2gcIiIiIiJ6OjQ3N8PGxqbPPjLxJKUZAQA6OztRXV0Na2vrfm/KMdA0Gg38/f3x+eefw8vLy6CxENGTYd4SDS3MWaLBN5TyTgiB5uZmODg4PHZVzqhXuoyNiYkJnJycDB0GAEChUEh/GsumHkTUN+Yt0dDCnCUafEMt7x63wtXFuF+UJCIiIiIiGuJYdBEREREREekRi64hyt7eHlu2bOlz63wiMi7MW6KhhTlLNPie1rzjRhpERERERER6xJUuIiIiIiIiPWLRRUREREREpEcsuoiIiIiIiPSIRRcREREREZEesegiIiIiIiLSIxZdREREREREesSii4iIiIiISI9YdBEREREREekRi64hSiaTITMz09BhEBERERHRY7DoMhKxsbGYO3fugI13+fJlvPbaa3BwcGCBRjRA8vLyYGpqiuDg4EGdd82aNXj55Zchl8vh5eU1qHMTDUX37t3DqlWr4OzsDLlcDpVKhaCgIOTn5+t9buYrPSsMlWd1dXUIDg6Gg4MD5HI5xo4di7i4ODQ1Nen0Kykpgb+/PywtLeHo6IjExEQIIfQaW1/MDDYz6VVLSws8PT2xdOlSREREGDocoqfCoUOHEB8fj4MHD6KyshLOzs6DMq8QAsuWLcPVq1dRXFw8KHMSDWURERH4/vvvcfToUTz//PP47rvvcPHiRdTX1+t9buYrPSsMlWcmJiYIDQ3F9u3bYWtri7KyMqjVatTX1yM1NRUA0NTUhMDAQMycORMFBQW4desWYmNjMWzYMLz99tt6ja9XgoxCTEyMCA0NFUII4eLiIj744AOd656enmLLli3SOQCRkZHxRGP3py8R9Uyr1Qpra2vxn//8R0RHR4utW7fqXD98+LCwsbHRacvIyBA//Wt227ZtwtbWVigUCrF8+XLx7rvvCk9PzyeKYcuWLU/cl+hZ1dDQIACI3NzcPvs1NjaKlStXCltbW2FtbS1mzpwpNBqNdL0r3/bt2yecnJyEpaWleOONN0RDQ8MTxcF8paeZseRZl48++kg4OTlJ5x9//LGwsbERbW1tUtvOnTuFg4OD6Ozs7NfYA4WvFxIRPYFTp07Bzc0Nbm5uWLRoEQ4fPtzv1xROnjyJpKQk7Nq1C4WFhXB2dsaf/vQnPUVM9GxSKBRQKBTIzMxEe3t7j32EEAgJCUFtbS2ysrJQWFgIb29vBAQE6HxKX1ZWhtOnT+Nvf/sb/vGPf0Cj0UCtVg/WoxAZLWPKs+rqavzlL3+Bv7+/1Jafnw9/f3/I5XKpLSgoCNXV1aioqOj/Aw8AFl1ERE8gJSUFixYtAgAEBwdDq9Xi4sWL/Rpj7969WL58OZYuXQpXV1e89957+M1vfqOPcImeWWZmZjhy5AiOHj0KpVKJKVOmYOPGjTqv+l26dAklJSU4c+YMJk2ahBdffBG7d++GUqnE2bNnpX5tbW04evQovLy8MH36dOzduxdpaWmora01xKMRGQ1jyLP58+fDysoKjo6OGD58OA4ePChdq62thZ2dnU7/rnND5S+LLiKixygtLcW1a9cwb948AD/8somOjsahQ4f6Pc4rr7yi0/bTcyL65SIiIlBdXY1z584hKCgIubm58Pb2xpEjRwAAhYWF0Gq1GDVqlPSJvUKhQHl5Ob7++mtpHGdnZzg5OUnnfn5+6OzsRGlp6WA/EpHRMXSeffDBBygqKkJmZia+/vprrFu3Tue6TCbTOe96O+Wn7YOFG2kYIRMTk26vLX3//fcGioaIUlJS0NHRAUdHR6lNCAFzc3M0NDRgxIgRT5y3vf0SIKKBZWFhgcDAQAQGBuK9997DihUrsGXLFsTGxqKzsxP29vbIzc3tdp9Sqex1zK78NdQ/2oiMjSHzTKVSQaVSwd3dHaNGjcK0adOwefNm2NvbQ6VSdVvRunfvHgB0WwEbLFzpMkK2traoqamRzpuamlBeXm7AiIieXR0dHTh27Bjef/99aDQa6bh+/TpcXFxw8uRJAD/kbXNzM1paWqR7NRqNzlhubm64du2aTttXX32l92cgImDChAlSfnp7e6O2thZmZmYYP368zjF69GjpnsrKSlRXV0vn+fn5MDExgaur66DHTzQUGCrPuj7A7Pp+mZ+fHy5fvoyHDx9KfbKzs+Hg4IBx48b9kkf82Vh0GaFZs2bh+PHjuHLlCm7cuIGYmBiYmpr2awytViv94xAAysvLodFoUFlZqYeIiZ5en376KRoaGrB8+XJ4eHjoHG+88QZSUlIAAD4+PrCyssLGjRtRVlaG1NRU6RWLLvHx8UhJScHRo0dx+/ZtbN++HcXFxY/9NK+srAwajQa1tbV48OCBlNs//mVCRD+oq6vDrFmzcOLECRQXF6O8vBxnzpzBH/7wB4SGhgIAZs+eDT8/P8ydOxf//Oc/UVFRgby8PGzatEnngxALCwvExMTg+vXruHLlClavXo2oqCioVKpe52e+0rPAkHmWlZWFw4cP48aNG6ioqEBWVhbeeustTJkyRSqoFixYALlcjtjYWNy4cQMZGRnYsWMH1q1bZ7iVaoPsmUjdLF68WERERAghhLh//76IiooSw4cPF2PHjhVHjhzp95bxly5dEgC6HTExMfp9EKKnzJw5c8Tvfve7Hq8VFhYKAKKwsFAI8cMW8ePHjxcWFhZizpw54sCBA922jE9MTBSjR48WCoVCLFu2TKxevVr4+vr2GYO/v3+P+VxeXj4gz0j0NGlraxPr168X3t7ewsbGRlhZWQk3NzexadMm0draKvVramoS8fHxwsHBQZibm4uxY8eKhQsXisrKSiHE/29l/fHHHwsHBwdhYWEhwsPDRX19fZ/zM1/pWWDIPPvss8+En5+fsLGxERYWFuLFF18U7777brdt5ouLi8W0adOEXC4XKpVKJCQkGGy7eCGEkAnBLxQYg+DgYIwfPx7JycmGDoWIBlFgYCBUKhWOHz9u6FCI6EcSEhKQmZnZ7TVhIho4z1KecSMNA2toaEBeXh5yc3Px5ptvGjocItKj1tZW7Nu3D0FBQTA1NcUnn3yCnJwcXLhwwdChERERkR6x6DKwZcuWoaCgAG+//bb0DiwRPZ1kMhmysrKwfft2tLe3w83NDenp6Zg9e7ahQyMiIiI94uuFREREREREesTdC4mIiIiIiPSIRRcREREREZEesegiIiIiIiLSIxZdREREREREesSii4iIjEZCQgJkMhlkMhlMTExgY2ODiRMnIi4uDjdv3jR0eD0qKiqCr68vrKysIJPJ0NjYqHO9tLQUFhYWSExM7HZvTU0NbGxsEB8fP0jREhGRIbDoIiIio2JpaYn8/Hzk5eXh7NmziI2NRU5ODry8vHDixAlDh9eNWq3Go0ePcP78eeTn58Pa2lrnupubG9avX4+dO3eirKxM59ratWuhUCiQlJQ0mCETEdEg45bxRERkNBISErB7925otVqd9ra2NoSEhOCLL77AzZs38fzzzxsowu6USiVWr17d40pWl/b2dnh6esLZ2RnZ2dkAgAsXLuDVV19Feno6wsPD9Rbfw4cPYWZmBhMTfs5KRGQo/BuYiIiMnoWFBfbu3YuHDx/i4MGDUvuxY8cwdepUjBw5EiNGjMCMGTNw7do16XpxcTFkMhlycnJ0xuvs7ISzszPWrVvX57yZmZl46aWXYGFhAZVKBbVaLRWEubm5kMlkuH//PrZt2waZTIYZM2b0OI5cLsf+/ftx4cIFpKWlob29HWq1Gq+99ppUcJ0/fx4+Pj6wtLSEra0t3nrrLbS0tEhjtLS0IC4uDm5ubrCyssK4cePw5ptv4v79+zpzjRs3DnFxcfjjH/8IFxcXWFpaoq6u7vE/ZCIi0hszQwdARET0JCZMmABHR0fk5+dLbRUVFViyZAleeOEFPHz4EKmpqZg+fTqKi4vh6uqKiRMnwsfHBykpKZg9e7Z0X3Z2NqqqqrB8+fJe5zt37hzCw8MRGRmJHTt24M6dO9iwYQNKS0uRk5MDb29v5OfnY9asWViwYAFWrFiB4cOH9zqev78/li5dirVr1+LatWuoqamRisGzZ88iOjoaS5cuxdatW1FTU4P169ejoaEBaWlpAIDW1lY8evQISUlJsLW1RVVVFZKSkhAWFobPPvtMZ6709HS4urrio48+gqmpKaysrH7Wz5yIiAYGXy8kIiKj0dvrhV38/PzQ2NjY46YanZ2d6OzshIeHB8LDw7Fjxw4AQEpKCuLi4lBdXY0RI0YAAKKiolBZWYkvv/yy11i8vb1hbm6Oq1evSm2ffPIJFixYgEuXLkmrWgqFAu+88w4SEhIe+3z19fVwd3fHf//7X+zZswdr166FEALPPfccJk+ejNTUVKlvVlYW5syZg5KSEvz617/uNlZHRweuXr2KqVOnorS0FK6urgB+WOlqaWnB3bt3WWwRERkJvl5IRERDhhACMplMOr958ybCwsJgZ2cHU1NTmJubo7S0FLdu3ZL6zJs3D+bm5lJBU1dXh3PnzvW5yqXVaqHRaBAVFaXTHhkZCTMzM1y5cuVnxT9y5EisWLEClpaWWL16NQDg1q1buHv3LqKiotDR0SEd/v7+kMlk+Oqrr6T7jx8/jpdeegkKhQLm5uaYOnWqNMaPzZgxgwUXEZERYdFFRERDxjfffAOVSgUAaG5uxquvvoq7d+9iz549uHLlCgoKCuDp6Ym2tjbpnmHDhmH+/PlISUkBAJw4cQJmZmaYN29er/M0NjZCCCHN1cXMzAyjRo1CfX39z36GX/3qVzAxMYGpqSkA4H//+x8AICwsDObm5tKhUCjQ2dmJqqoqAEBGRgaWLFmCV155BadPn8aXX36JjIwMANB5XgAYM2bMz46PiIgGHr/TRUREQ8K///1vfPvtt4iNjQUA5Ofn45tvvsGnn34KT09Pqd/9+/fh5OSkc+/KlStx4MABaDQaHD58GJGRkd22dv8xpVIJmUyG7777Tqe9o6MDdXV1GDly5IA9V9dYycnJ8PHx6XbdwcEBAHDmzBl4eXlh//790rXPP/+8xzF/vBpIRESGx6KLiIiMXltbG+Lj4yGXy7FixQoAwIMHDwD8sHLUJS8vDxUVFd2+AzVp0iR4eXlhzZo1uH79OpKTk/ucT6FQwMvLC6dPn9bZ4TA9PR0dHR2YNm3aQD0a3N3d4eTkhDt37kCtVvfa78GDBzrPCgAnT54csDiIiEh/WHQREZFR6ezslDa40Gq1KCkpwYEDB3Dnzh0cOXIE48aNAwD4+vpCoVBArVZj/fr1+Pbbb5GQkABHR8cex125ciXUajVcXV2l70L1JSEhAXPnzsX8+fMRExMj7V4YEBDQ69bwP4dMJsOePXuwYMECtLS0ICQkBMOGDcPdu3dx/vx57NixA66urggMDIRarUZiYiImT56Mv//977h48eKAxUFERPrDoouIiIzKgwcP4OfnB5lMBoVCARcXFwQEBCAjIwPu7u5SPzs7O5w5cwbvvPMOQkND4erqin379mHXrl09jhsWFga1Wt3nBho/9vrrryM9PR2JiYkIDQ2FUqnEokWLeh3/l4iMjIRSqURSUhJOnDgB4IddCIODg2FnZwcAWLVqFe7cuYPk5GTs3r0bQUFBSE1Nha+v74DHQ0REA4tbxhMR0TPh0KFDWLVqFaqqqrptkEFERKRPXOkiIqKnWkVFBW7fvo1t27YhOjqaBRcREQ06bhlPRERPtYSEBISEhMDFxQXvv/++ocMhIqJnEF8vJCIiIiIi0iOudBEREREREekRiy4iIiIiIiI9YtFFRERERESkRyy6iIiIiIiI9IhFFxERERERkR6x6CIiIiIiItIjFl1ERERERER6xKKLiIiIiIhIj1h0ERERERER6dH/Ab53jzSYCEbtAAAAAElFTkSuQmCC", + "image/png": 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"text/plain": [ - "
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" ] }, "metadata": {}, @@ -656,20 +612,19 @@ ], "source": [ "# Create the plot\n", - "plt.figure(figsize=(10, 5))\n", + "plt.figure(figsize=(9, 5),dpi=160)\n", "\n", "# Plot interval 1 mean (1995-2004) with label and color\n", - "interval1_mean_F.plot(label='1995-2004 Mean Temperature', color='#87B55D')\n", + "mean_doy.plot(label='CDS dataset', color='#87B55D')\n", "\n", - "# Plot interval 2 mean (2014-2023) with label and color\n", - "interval2_mean_F.plot(label='2014-2023 Mean Temperature', color=\"#5F6AB2\")\n", + "plt.plot(df_noaa_subset.index, df_noaa_subset[\"Average (1995-2023)\"], label='NOAA dataset')\n", "\n", "# Set x-ticks to represent the days from July 1 to September 30\n", "plt.xticks([182, 213, 244, 273], ['Jul 1', 'Aug 1', 'Sep 1', 'Sep 30'])\n", "# Add title and labels\n", - "plt.title(\"Mean LSWT on the day of the year (Jul-Aug-Sep) for two periods\")\n", + "plt.title(\"Day of the Year Mean LSWT (Jul-Aug-Sep)\")\n", "plt.xlabel(\"Day of Year\")\n", - "plt.ylabel(\"LSWT (°F)\")\n", + "plt.ylabel(\"LSWT (°C)\")\n", "\n", "plt.grid(True)\n", "# Show legend\n", @@ -681,38 +636,40 @@ }, { "cell_type": "markdown", - "id": "40", + "id": "cd6c635f-b79d-436c-9a1e-5724a048e4c1", "metadata": {}, "source": [ - "#### Comparison to literature" + "##### Figure 3\n", + "Day of the year mean for the period 1995 to 2023 comparing the CDS dataset and the NOAA dataset." ] }, { + "attachments": { + "c9c2a7a9-e3cf-45d9-b4d7-5c12bb4b3e70.png": { + "image/png": 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Dh6PUsZ9AigmDm5OSknB9QV5A5QwePPjff//FDyFfcHFoL3YmCjzSip0GUJihF5FTf/75p9BtD2CW5P34owTK8JEjR4QiBFHOXsy9e/eyEJgEkPgdO3Zku8+ePcNRiC0hZxEr4V1GOIwNlLFFixYhPps3b0ZGIxqCToWEwquK3EH64JVEWgljhwBecJaAgKlz3FoYW49MhzJGNYKSP2fOnM8++4yF4wVUnAxQlqKlSCGiH2VGeHyUvZ9++gk3RR0ydOhQIWdhvAUHB7PzFUU/gLJHBYiCNGXKFKFYIgsAihwyEZmOl1fIFFxfsGqURD9AIcHT4e3GK8CD5LL+0aNH7CcoV3369OEH5NYgihNyB++LUPKRtoqWNo6ycAaeEXUjIrxy5UqY3IGBgSg2eGTceubMmXhwFFGAuhplWxD3iCcrGHj7kKF4CwQxjRKL2oBlNOpJZgeWUfQzUEKQgCgh8+bNQ8FG+UdDgAqQHW3WrNn06dPxIIgqqiwWVTw74sZuh4ZD8EmFLP7hhx+QFOzRkAtIRrQLJPqJcoREP1ExKKnoj4qK8vHxwa/4vpz4+Hg0VOwKqKkh01m4kuhHc4tqXWhNIYUfPnyoqAIh2tghgEZL0Ii4qdDrifYA1xc62ArixYsXaPmE5lkRxBC6ZMKECWiZFEeOllH047KTJk1C44Q4I3po2gXdCSMHWg33ysrKgpnEbB40/5MnT2ZDUQFUFNKQKUtcav369SxuSqIfQgqqS5iqiF8hkQsS/ceOHROa1aZNm0INs3SDUoEWYeEAjSiizX6ipMxmz54dGhqK6OEQtHLh3jZxAswJ/su3wRNBx0AW3Lx5k12NUXbRj/9hIDENjaQQZobgXvyMatV27NjBAhlIBMgjoNiHClCwhbExiNXly5dZuIeHR8OGDVk45BGKIsQQewpcCkmHhGVnotSxzlcAM9XU1BRpwk6DKIeyYYegkxwdHdlPCgHlU1DeMGxsbW0RCEuYhSB6KAYQ7myXDdvAkwrqdsCAAcIodiQLngL6CUnEQgDeYogwwQKHwFJ8HQqfyHvjxg0hTaDSEDeWIOnp6cLHQABJLWS3UtGCOVT8oqVIIaJ/5MiRPLRatQ0bNghfVCDuhfKADEKlJIQriv7vvvuOyVzUgUI6A/wEz4ukQ/ocOnRI6ICAxSXUlkqiH0KfFRKAciW8ngBXZrmAVBUqKGhiX19f9noiNSCL8cqwQ3j9UQnIb/KW6EcpgtZnBR53QWFgY+fwpiiVbQQiMoKBgToEryE/VoyJvGUX/SiK7u7u7KnxqqL+gd319ddfs6MNGjQ4fPgwa1OQwk+fPm3dujU7hPKPXYTjiVCfs0CUN8FBGR4NhRwpbGxsXJwPaAShJkj0ExWDkop+EB0dferUqZ9++qlbt26QXGjqgNBsoBmbMmUKOxO1vKLohxwRWgg0Hnp6eqyRE1B0yN21a1dEhjF69GihdxyMGzcubz+9EmgMgoKChCmPeUGbClGuOPy9jKK/Vq1aiu4RIWIUP15DUaFVRrMk9FdB30MK8CeUAytIaOmhPtlMQSXR/8MPP+TtJM5X9CMCiuNtEBnElp0PIFX5ATkXLlxg4YrKDPlVZDorgfP//vtvxQFFSsAIgX7iZ6tC9CuOUVakENHPwAUR/v3333fu3PmLL75AGWaj8NlP8A/EJTvz5MmTLBCg3CLOLFwAhY39gyIk5CDeCJRbnrXyMly/fn12CFkvXLwQPD09UQ7ZT5Ck165dg6pjVhyiB3EGhbR79252AgQrjk6fPl3QkX/++WemwpxpvIz379+fO3duv379IKrYa4vEF86HCFMceVKI6Md9dXR0hCeFvENq8+ccM0ZxUgHOETKujEVLoCDRj/dL6LEGEJo8QmPGwBhAFrNwPC+KKDPGlIb3QGqzrMQrtmjRIhYOhg8fLngRMDMzE4olCgwqGRauJPqhhlk4Y+fOnfyA/CMSs7ERMR4kt11ZVBkQ38z+BzhfqKYURT/KrdIUBQYeAZp427ZtKBKdOnViZfuTTz7BA7IfIpUU3xp1i35YlVevXhXeEQaMXuGmKNuKmTVq1Cjhcw1gk9RjYmJ+/PFHFoIfojq9cuUKXhCWjwRR7pDoJyoGJRX9UOqKAyfyBY0NO1lJ9AugyRfaVwHEhB8uioEDBxbfFf2zZ8+WL1/eu3dvNEIff/yx8I2bsXDhQn5eoaJfX1+fHyhY9EPSsSEWAv/++6/QcqMlS0hIiIqKEmRc4aClZ11fSqIfIo91mCmSr+iPjY2FYcYCwYoVKxQlIFA0sdavX88CFZVZ3759WWCJQLZ6eXlt2LAB2fTll182bNhQKc379Okj9EAXIvrv3r0rxLAg0Q89oWi2KVKI6M/KyoKSaNCgAT+cHxBGeAR2vjBfFsDQVfo+oMimTZsEDV0IkMLCXMZCQOmCjcd/U60aLm5pacn+79mzJxPN0PFMISGpkXqC4MYtzpw5w4oKcsTd3b3IggczW9GeLET0o2TCeODHigL6j/1KsWihDLDAUlCQ6Eep40FFMW3aNKZcFUU/CpvwxQYphpeXhYPff/9d6Gt3cHAQxi+hPgnMde+jJPqVFlFGIvAD8qEsyA4EFlmRMqDXUf+w6yiKfpgiSp0mAGbboUOHBPMyX/A+bty4kf9A/aIf/7DeekUUE6Rwli1bhvORI6dPn1asshiwZFC3b9myJSAgQPE7FUFoGBL9RMWgRKIf7Su0BT+1WrVevXpNnz59vhzFcavffvstO78g0Q9FMnr0aLSLiro/Pj6eHy4K3BetNf9Z8UB7gOYZCmnJkiVNFZw5osnnZ7wt+iGAeKicq1ev8gOFin7WlgtAZwtjJyDc8YCRkZFfffUVCymcJk2asDE8SqIfkVRMNEa+oh+iUFEy6ujoKKlVYbQJEEZkKSqz77//ngWWDiiS0NBQ6JW1a9cqriALyS4odUXRj3MUrSakuTC4pSDRD73r6enJwpUoRPSbm5sLN4X9OWTIEOb+b86cOTA8WDiEkWAILVVYcQwxyau0BPCkxRH9OGf27Nn8NwWDG8FeFYrQjz/+iF32P6LKigdSo1OnTgiBcQXpI+hIlB9TU1N2Hby2eK9ZxPC3Xbt2U6ZMmTdv3oIFC1C0hA57lMxiin6USUSAHysK4cOOqopWQaIfhYcHFQXeC2YyKYp+SHY9PT12KaA4/u3PP/9kFjgopuhXks4WFhb8gNxNECvngiwuHCjdO3fusOsoin6Y9CxQEWS6oMJRhpG/rGzDSFMcbSiUbVBS0a/4wRCGpWDSFyT6O3bsqFQxAtyUHS0SFFT2k4yMDJTD8ePH44KobIVyy0DEBPOSIDQPiX6iYlAi0a/o4g0SzcvLKz09HRoU4h5yhx8oWPRDZQqi6v3330fTq+h6H7pcaK4AGt1rBYDKXegqLimI8KJFiwRlhqaCH3jz5sKFCywQIJ48VI6iXilI9H/00UeKrU5OTs5vv/0m3GjSpEmQSrGxscLIVMjNX3/9lT9SHu7du8fGWiiJfkSymKIfSYT2ngUCtPpCbyVAviMC/Fi1aocOHWLhik+KDGKBZQQRRmvNLyrv+ROWxYX6EZQ9RAkUFQvHT/bt2ycMSChI9KPtRyFk4UoUIvqRFPyAXH0KA6ATEhKEIQSKol8YQgOgmBWdHSlx8OBBQYtANPO8zMP169eFJy2cc+fOCZME8Maxabu4xf79+5ntERUVhXcWgXh3YHgLw5P69OkjdDYbGhoKOhWJfPfuXRgM7CPA8ePHBdFWfNGP5ILxzI9VqzZy5EjEkz9bHoTkUlXRKkj0ozIRXjeA03gM8gAVy756KYp+JJHQoQ7KKPqZ3xsBpA8/IP8mEyCfOaDYUYIE4ZHLA6oCGM/sOoqi/5dffmGBiigOaGRThlie4nmFWQolFf2Ky7198cUXwvwfVFCKi0IUJPphlDJ//4rY2NgIY7GQnoVkltLsF1ShqN+QU5cvX96+fTssdvbGIevxvMwSJgjNQ6KfqBiUSPQrjnMVxvAAtCvdunXjBwoW/WgVUIkLI2LfeecdSC7Fb7KK8/AgWJkuUSIuLq7IsT1o4SCOIW7yvQKac0EcINo8VD6ehAUCSChBAMFOEOIMChL9aEpXrlwpKHKIALSg/Fiu6720tDRhsjLaKjxjvq0UdAxygV2q1KIfpwmThgGaXkE3gytXrrBwhtAql0WZnThx4vTp0/nOyNTT0+MXlathYVg87itIqKZNmwouJmNiYhTHJqlW9CsOOhfG8ABfX1/hK5Ci6IdGFIZp1a5d+/Dhw0rlSviEYmtrK5wJi6WgggoVxSZsFAmyUkgfFBimbxo2bPjgwQN2AmKycOFChKNIC7cGSD3Bi/zVq1cFVTdo0CAhVojDzz//LLwLSqJfKFEAtgEPzQWJIMzcgHgV/OEogusrjtdSt+hHgRf6FMDOnTtZuBLQrIJsVZ/onzlzJgtnjB49mh+Qf0Vk9rxigiAaSqPvGMgRFHi+UwzRr5gCBw4c4KHytd6EgfJKoh9PLRzq3bu3z9ve8QFSiR0FeEEEFQ6DU/FVKpHoh0UqFDAkI6qjvNUazFqkKqshUc6VRu/gfCSjubm58PF54MCBQnYQhIYh0U9UDJRE/+DBg9GqoQlXIjY2FlXwxo0b+Xnyrvo7d+6gkn327JmipwtQkOhHywcJC9kqdF6CqVOnCm7v7t27J3Q/QzP99ddfaPDQXOEuaDYuX748efLkBg0a7Nu3j51fEBkZGWxIRps2bRBnS0tLCB1cB00IVKnQZgNIcP4beTvERBUDEcOvcF/8w4PkFCT6AVr9U6dOBQQEoJn87bffBBGGODM/fWiokGhC3zZMiwULFkCy4wEBfsVW3MT5uA5TlqUW/eDJkyeCPgYTJkyARMaNIBmb5y7wBL7++mt2PiiLMlu3bh0UJNrg5cuXGxsbszRHauDZFYf39OvXT/jmgMhgl4Uj8XFHFCf8BJdS/BChWtEvdOeD1q1bo3ggGlD2il41FUU/ZOXQoUMFcQwLELrT398fT4csQ04hPuxM6BLF7lsopIsXL7IzEX87O7vt27d3794dj1bMaax4PdnoHUUQT0UxDUWu+IkMQNUJ47UAXivB0w7U/+7duxEZlPYVK1YIzp2AkugfMmQIP1CtGh4f7w6rCtjUSbwXihEbPnw45BcuiydFvpuamuLisO5Q5NjVgLpFP9i2bZtg5eIlwq6npycrhLAzYZSiCmrWrJlgMqlP9KO04O5ICuT+ypUreag8XCiNiJjijFXUokhDRBXhsD/x1qB2wlMoplWRoh9GHT8sL9socoihmZmZ4guoJPpxU2G9BZRt1Nj4CTIamp7pbNhIwqPht7Bn8NLheWFtskBGiUQ/aoBFixYJNSSKCnJHqDGePn0KiwXP0q5dO2aExMXF/f777zBl8UK5u7sLqYRyLlQUsECECBCEhiHRT1QMlET/hx9+iCbtizyggka1i7pbsZVCA9CoUSOoc7RkiiKycNGP8KNHjwoqBMYDxH1MTAzCU1JSZs+eraj2cBTKqXHjxkIg9E3xRT8DahJmBp4LkRekG8BzQfDx38gVm2KTCSCg8UP8BP/woIJFPxowPBT+ouFUtGoQMm3aNEHk4Sdoy4UxFYAlI34lfO8GKhH90HCbNm1SvBcyS+lGaG7R6rPzQRlFP/+lHAhK5B10uWKaIx/PnDnDfyAvfv/8848g1ADOh5bCTxBVQROoVvRfuXJFsYzhRihgiAMKv6B+FEU/zF2Yaigt7BADWQwlJPR2szMBxCWUCgsEeBCkA85UTAfcvZiiH0yfPp39SgDvF0oRP/zmDYSd8DYxUM7xjPyw/AuGoimCaKC8IT5IXihgwdBVEv1INBbOwDUh45AIFhYWOIrCibdY0U0TLouyhxxXNCTGjx/PrgY0IPpDQkJGjhwpFBuAPEXiQzoLbwFiqAHRj3OQIEhkpImQ76BXr16srmPs2bNHsW5BzBFVFELFhC2R6MfLpfj4imVbUbgrin6Yf4I3T4DCiTOR0VOnTmXDL1EFQegLT4F/8OCwHlFycH2h/JRI9AOkJN5rdg4DdTuenZVMFoLaSRD9gjtgxB8FHiksfL8C+AkaKaVpSwShMUj0ExUDJdFfED/99FNsbCzk5ubNmxUbdYDadt68eYq9WUWKflTNaLkF+wH6SUdHBzHB9dFsL1myROkWisC6EKa1FQSuv3fvXkXlnRdc59y5c0qjLKDY8rrUGDBgwNatW/lOwaIft9PV1RU8TAsMHTpUSZiGhYWtXbu2oOihTUWj++jRIybuyyL6QVJS0oEDBwQtqwhu1K1bt3v37im2lGVRZshr4SNGvkBv7d+/P2+aK7X9oGPHjr///rtwNdWK/oSEBNiWipYPgHzBswuL6SqKfgAz8u7du5DF7Ghe+HlyzMzMkOmKlowiCB84cGDxJ6VAxvFfysHrBiOZGYQMlBBoI35YDsqPosyCNQsbAGnFD8vBdaCP8ciCGlYS/VFRUZ07d2aHFBFmu2ZmZl6+fFnRl64S0GR4r9nJQAOiH8ni7u4+ZcoUQYnmpXfv3pCb7Hz1if6rV68KV2bgdcOtlUaop6SkHDx4UNE7ghKoCRVHoBUp+nHBGTNmKJU9ZARegQkTJrBdJdGPfNy0aZMwG0QA1Q6bS4BUhaUn1DACPXv2RM2PF4ftllT047K2trajRo0qKLNQMnGUXTM+Ph7Zyg/kB87MOzCJIDQGiX6iYlAi0Y/zodggE6FpatasCdk6ePDgmzdvInDPnj381GKIfoD7/vPPP4Lw+r//+z+05ewQBBYa4+XLl/fq1QtKBU0U/nbv3n3+/Pm4NaKhKE0KAhcJCgq6dOnS3Llz0dY2btwY9wKQv2jMEFu0JWxkrSLQ056ennPmzIE8RZQgg3BmZGRkcfz0QwGgbQOIJ2RBrVq10OrD9sAj55Xp0Nn+/v5oevv27YsfonnDZbt27QoxeuPGDVgFwjOWUfQDaL4XL17AWuvTpw9SEomAp0NenDhxgo3a4ufJKYsyw0OFh4fDJEOJgq5FUkMQ4HYNGjQYNGgQIgBhlDfNUUiQU4sWLYJKQKGC1bRixQqojdu3bzcpyk9/6UQ/EhAa4tixY0hwaJ1GjRpNnDjRysoKuSlMfVYS/QDxhLUAMYeTv/jiCxQPWK2QxdA9jx8/5ifJYWci/pMnT0ZU8VBIB6QGRDbMQhg5UPx5M7Eg8OAsSgyUK8VPJQzF+Q8AJpPSO4IyADUMmYgXAVdAadm2bRsKNowBZBD7lZLoByiiCxcuxMMqikhFFzd4UuT4qVOnxowZw14ZPCzMZujLw4cP+/r6Khp4GhD9AAmblpYGab5gwQLITehdRB5ZDNN96dKlsMeQNWzUClCf6A8ODkbKwLZv27YtkgXFAHod5TxvvuONQF2Eh0KlyqopZBB+hcxCRqMqUEzDIkU/iIuLO3r0KMo27osLIqmtra0Rf0E0K4l+gNry/PnzSCJU6UKPviD6AWoJ1GwzZ85k5QdFBeUHL9HFixeR4+z8kop+gNSAlWJqavrrr7+2adMGV2ZVNJoVlBYbG5vExESUMZzJShqMTNTnMDZQpcBqxWvVvHlzFH68a/lWswShMUj0E0TlR0n0C/5SCIKoUiiJ/kJcPBEEUfkg0U8QlR8S/QRBABL9BFGVIdFPEJUfEv0EQQAS/QRRlSHRTxCVHxL9BEEAEv0EUZWptKK/V69e/D+CqPIkJCR0ymXAgAEB8oU2CYKoagQHBw8dOpTXBZ06KU0vJgiipMyZMycuLo7vaD2VVvR/9dVX/D+CIAiCIAiCUDUzZsx4rbAgiZZDop8gCIIgCIIgSgyJfq2ARD9BEARBEAShPkj0l5j09PSgoCAfOcHBwYprfCgikUhwgqcC3t7eiot0KkKinyAIgiAIglAfJPpLRmho6IYNG7p169a/f/++ffv27NlzxYoVYWFh/LACaWlpTZs2bdGiRZ9chg4dWpDzARL9BEEQBEEQhPog0V8CRCLRnj17GjVqdPXqVTc3t2fPnh05cqRGjRpKi28zIPo///zzLVu2sG8CwM/PT2k9dgES/QRBEARBEIT6INFfAlJSUubNm9evXz+JRMJCYAbUrl174sSJbFcRiP4vv/zy7NmzfL9QSPQTBEEQBEEQ6oNEfwmAxN+xY0eTJk3s7OzCw8PDwsLu379ft27do0eP8jMUgOhv1qzZpEmTli5dunr16nv37kVGRgrWghL5in6cnJqaihsFBwcHEkSZQUFCIczIyJBKpbyQEQRBEARRNSDRXzIgmxYtWtSwYcNBgwYNGDDg008/haaHiuKHFUDguHHjkL44f8qUKa1btx47dqyPjw8/LAdWhI2NzfXr17/88ksepEBSUlJERASuU5CpQBAlQiwWw4xkup8HEQRBEARRNSDRXzJ8fX0nT548adKkM2fOnDp1avz48X379jU1NeWHFYBSDwwMTElJgbJPTEy8du1aq1at5s6dyw/LgQjz9va2sLDAIR6kAMRZZmYm3yEIFZGQkJCcnMx3CIIgCIKoGpDoLwFJSUnz588fOHAg630H0E+ffPLJyJEjcYifVACQWdOmTfv444/5/tvkO7wnIiIiJyeH7xCEikBZLbK4EgRBEARRySDRXwICAgL69++/ePFivi/nu+++69atm5+fH98vgMzMzN9++61WrVp8/21I9BMag0Q/QRAEQVRBSPSXgFevXg0fPvzrr79OTU1lIZGRkS1atBg4cGBUVBTr+E9LS2OH4uPjBckulUqdnJx69uyJn7MQJUj0ExqDRD9BEARBVEFI9JeArKysXbt21a9ff+LEiUePHj18+PC33377zjvvHDhwQCwWQ+VD0+MEdvKxY8dmzpy5b9++8+fPb926tU+fPi1btjQ2NmZHlSDRX2piYmL++eef69ev832iKEj0EwRBEEQVhER/ycjMzLxw4UKvXr3q1asH9T9o0KAHDx4waR4ZGVm9evXZs2ezMw0NDUeNGvX555/Xrl37008/RUK7uLhISuKyU8tF/8iRI1u1aqWvr8/3y4ng4OBu3bpt2rSJ7+eHubl5u3bt2rRpQxOjAYl+giAIgqiCkOjXCiqc6Pf29n7nnXfq1q27atWq8lXSRYp+kUi0bt26xo0bf/jhh/fv3+ehVRgS/QRBEARRBSHRrxVUONH/77//Nm3aFIq/T58+YWFhPPTNm6ioqKNHj3p6elpZWR07duzUqVOurq5isRiHJBKJk5PTzZs3o6Ojb9++feTIkWvXrsXGxrIfpqen44d2dnZsFwQGBl68eJGdkJ2djetcvXr18OHDuKaNjY3gab5I0R8SEjJ8+PA1a9Z06NBhzpw5WVlZCIyJicF1goKC2DkgNTX17NmzlpaWbBey+PHjx3iEEydOmJmZCRkRGRmJQA8PD3Nzc/zz4MEDPJ2/vz+e6Pjx4wjR09MT5nUwvLy8cGUcxU+QVqdPn0YqsUN4LqTJmTNn8FxIGVychasVEv0EQagPqWwaG/+fIAitgkS/VlCxRH94eHjnzp1///13aHQo6YcPH/IDb948ffq0Zs2aP/zww6hRo3788ceOHTsOHDjQ0dERh/AsO3bs6Nq16/jx40fLadGixU8//cSeESq8Xr1669atk19GBjR3p06d3N3d8T+U/aRJk/CTyZMnf/PNNwg/f/48W1a2SNFvbGzcsmVLRGzv3r24OyQ4AiG7W7duDd0vDLh68uRJkyZNoLzxP8T3r7/+2qZNm7Fjx8JgaNu27caNG5npYm9vX7t27XHjxo0YMQKRX7lyZXx8/Pz587GL5x05cmT79u0XLFjATgYuLi49e/bEfXHyoEGDkGiff/45SxAofjwFIj9kyBCkCc75/vvvNeBBn0Q/QRBqQiyR7jX207nrEfz6rb4PgiC0ARL9WkFxRP/gPZYdNxipdZt30ZnfrFCuXLlSv359Z2fnuLg4KF3AD8hFf7Vq1aDLfXx8srKyAgICIIKhyCFwmeivUaPG6tWrMzIyMjMzDx48+OGHHxoZGeGHhYt+nI/UwF9cE7IYF4QiZ8K6cNGPc5YuXQrtDh0fGxvbuHHjc+fOIRzXmTNnzsyZMxMTE9mZGzZs+PTTTxFJmAFr1qxp1KiRt7c3IombHjt2rGHDhmwSNkQ/HhAy3dfXFxfBc+EvLp6WloZ/cP7Vq1dr1aplaGiIk3F3SHlkblBQEI4iuWA/CKIf18dTwBRJT0/HD11dXfG8//zzjyw26oREP0EQakLPI7Llav0WOnobH3rzIIIgtAYS/VpBcUR/762mX67SU+s246xMjBYOFOrcuXO7d+/Odnfv3g2xHh4eznYh+j/44AMIWbYLKbxgwYJp06alpKQw0d+sWTPoe3bU398fxgMC8X/hol8qlULr43woYxcXl6NHjzZp0gSyG4cKF/34FXT2tm3bRCIRZPdPP/3066+/Qujjgjdu3GjXrh1bYAFJDcPg77//xv8Q6ND0MBUQyMDTffLJJ2vXrsVRiH4YKnhq2dVzgWEA8wZRRdxsbGzq1Kmjo6ODcOzWrFmTPSBj//79guiHLdGjRw9bW1t+m4iIWbNmIRGErwRqgkQ/QRBqYvHVZ6w1+e6wNQ8iCEJrINGvFVQg0e/h4dG1a1eIV7b77Nmzzz77bMOGDWwXoh+Slw2SAZmZmStWrPjhhx8gvpno79+/v9C5Hh0d3aBBAyamCxf9kZGRS5Ys6dWrV+/evfv164dwmBZWVlY4VLjoR0y+/PJLMzMz/C+RSP777782bdp4e8u6oDw9PWG6sI5/S0tL2Absgniizp07d+nSZZQCeCiYOjgK0Y94Cg8I8Dh79uzpKQdxwwO+++678+bNw6F79+4hnngQdiYwNjYWRD9sjEaNGg0ePJjfY9SoVq1aVa9ePS4ujp2sJkj0EwShDnLEkl657VSnDUbZovy91REEUV4UKfqhQC5evLh3796AgAAWAt2CXSUuX77MjqqVKi36bV6+NvONUevmFsrleEFAN6M0/N///V+fPn3GyYFUrVWrFpR0QkICToDo/+ijj+7evcvOh+hftWrVxIkToTKZ6P/mm28E0R8bGwvRv2bNGvY/xDT7n3H79m1B9J8+fbpDhw64tZeXl5+fH7R706ZNzc3NcagQ0S+VShFPxAfCmsW2b9++77///uHDh3E0LS3tt99+GzFihEgk2rVrFyLG5tEy0b9s2TKIdUVYTCD669evrziNwdDQEHbFkSNH3NzcEDdXV1fcEVfGoQcPHkD0K52sKPoRvUuXLvEbyNHT08uSTzVWHyT6CYJQBy9jUoUuJGy+UWqfoUQQRIkoXPRDDkFuNWnSpFq1aoJ0QchUBcaOHVu7du0pU6awo2qFJvKWMxkZGT///DMkPjL+11yg+1ECoNFxQqlFf3p6OsQ06yBnbN68WRD9ixcv/vHHH4VxQRD9derUKVL0Ozs7v/POO/369eMR/fXXmTNntm/fvmfPnuyEc+fO4abe3t5DhgxZv349U9shISHDhg1DtNk5SuQV/WfOnGnVqpXQPY+bIjWY6Pfw8KhZs6auri47BHbu3CmI/lOnTiEmbHyRJiHRTxCEOrj7LFxR9F93esUPEAShHRQu+l+8eAHJBIH37rvvCjoHlkC2Ao8fP/7ggw804wCdRH85A0HcqFGjw4cPK447T01Nbdy4MWQuSkOpRT/49ttvW7du7eDgAB3/5MkTmBaC6N+/fz+UvbGxcWhoqJWV1ciRI1EiCxf9EolkyZIltWrV8vT05EFyILURQya7AwMD27Zti/L9xRdfoByzE/DDXbt24TFv3bqFE169eoXXwNLSkrn9ySv6UfQ/++yzBw8e4Eyo/FmzZsHSYKIflxoxYkS7du1sbW0RcxcXl44dOwqi39/fv3v37n/99Zevry9+GxQUBIPh3r178quqERL9BEGogw0PvRVFv87dt+pegiDKnUJEPwTbnDlzFi9efPz4cUXRr8Svv/7at2/fly9f8n11QqK/nNm8eXP79u2hy/l+LsuWLYN+heQti+h3cnIaOHAgZPHw4cO///77FStWCKIfxQshXbt2hdwfO3bs7NmzP/3008JFP0Q2Ox/KmwfJgYJnQl8qZ+bMmdDoiBVkNz9DPqZt48aNeCLEZ9iwYYMHDx49ejTsEBzKK/qRTX/++SfMlSFDhuB2urq6sDSY6Ac+Pj6IcOfOneWD9kf9888/LVq0gLjHISSInp4erty7d++hQ4fi57jdli1b2A/VB4l+giBUTkaO+JdTDoqif8xBmstLENrF9OnTjx07dunSJQMDA0UlADl06NChXr16eXl5XblypSDRD8HTpEkT6LqM3LWS1AqJ/nLGxcXFzs4uPT2d7+cSHh4OCQ6tDEFvZGQkLD4Fwe3r64tfiUQiFKmAgACIZuGhsrOzTUxMFMe3+Pv7m5qampmZ4czo6GgrKyvmtx7XgSi3sLDAxWFa4Hb4n42oQcmztraGlJdf4H8gJjiHefhRRCwW29jYMAUPYE5AeUOFK/nMgbkCewORwR3Z9dngn4SEBGNjY8SNncaIiYnBOTjT0dEREcYJiCQ/9uYNYo7EwZPiXfrvv/9gSzx//pwdwk3ZZw1DQ0Oc4+bmpgE5Ltf8JPoJglAlATGpI/Y/URT9HdYbpmaK+GGCILSAGTNmQPNABUHhKGo56KWmTZveuXMHUq0Q0b9x48bPPvsMBgPfVzMk+okKRmpqKuwH4X8o/qlTp8bHx7OQcoFEP0EQKsfMN6b3trdczLVao+8VTlUNQWgR+Q7viY6OHj58+OLFi9nIiIJEf1paWt26db/++muIGR6kZkj0ExUMGNPt2rX76aefJk2a1Lx5c4h+thhZOUKinyAI1SJ98+Y/m6B26wyg9TttMOq1Rab+W67Wf+DGl3AhCEIbyCv6pVLpyZMnoU9MTU0d5ejq6kL07927ly1Rys978+bChQvVq1c/dOgQ31c/JPqJCkZKSsrFixfxCq1du3b//v2urq54wfixcoJEP0EQqiUzRyzM4p1w1HbOeSf800JHf6+xpr2TEQRRCHlFv0QiOXv2bBcFPv/8c4h7mAFTp04NCgpip6Wmpk6YMOHjjz+GNGUhGoBEP0GUFRL9BEGolujkzNnnZEK/+Sq97fo+6+57MQNg0ZVn5d7NQRCEQL7De2JjY70U2LFjx7vvvnv48OGAgABh4SArK6sWLVr8/fffbFczkOgniLJCop8gCNXiF5UydI8l69039Yk+avGy1RrZUJ+fT9onZlArRhDaQr6iX4m8Y/rFYvGWLVs++OADtoapxiDRTxBlhUQ/QRCqxe7l67ZrZSq/9Rr9qKTMe65hXTYZY3f0ASv/6BR+EkEQ5U1xRL+RkdHAgQOtrf/ncjcuLm758uWLFy/W8Ic7Ev0EUVZI9BMEoVrO2QZB4mMbttcSqsAhMK7/DnPs4q/1i1h+EkEQ5U1xRL/2QKKfIMoKiX6CIFTLkutuTPRveChbufxVXPrI/VbY7bTB6LZLGDuHIIhyh0S/VkCin9AYJPoJglAtQ/fKBvRjM/WRLVyYLZZMPGaL3ear9I6Yv5TQXF6C0A5I9GsFJPoJjUGinyAIFfI6NauFjj4kfus1Bkm503b/ucH7/lff80zNonV5CUIrINGvFZDoJzQGiX6CIFTIA7dwpu/HHvzfzL8TlgEscNY5x5gU7vWPIIjyhUS/VlBRRL9EItHT01u4cGFsrKbnZt24cWNUASA+/CSNcOzYsbFjx5qamlZQ/9Mk+gmCUCHLbrkzfa9z14MHvXlj5hPNAkfutwp+ncZDCYIoV0j0awUVSPSfPHmyW7dur1694kGawtraep0cHR2dfv36NW7ceO3atSwEKpyfpH4g9L/44ovq1avD0khPT+ehFQoS/QRBqApUib23mjF9f93xf+1CaEI6C+y0wcg7IpmHEgRRrpDo1woqh+hPTU19/vy5g4ODk5MTThCLxSw8OTn56dOnsbGxoaGhOOTo6IijQjc5/klMTHR3d8cPfX19Y2Jinj17lpCQwI7mJSsra/ny5V26dEFkWAhSKSAgAFfGXXAFIdGys7Pt7Oxw07CwMBx1dnZOS0tzdXWNj49nMUEIboczEUMPDw9EwMfHB79iP8+Xhw8ffvzxx1OnTm3fvj0uixA8Jp4aP2QnMOLi4nAj3A7/I564C3bt7e3xmDjEnh0/fPny5YsXLyDBEY7IIAFFIlFwcDA72cXFJTIyUnhMkJGRgQdk10Giubm5Kd43MzMTR5EISOGgoCBcih94GxL9BEGoilfx6c3l4r79ekPn4HgeKqv3pF/JXfVjM3kum91LEES5Q6JfKyiW6D948M3Wrerdrl3j9yqAQkQ/itHWrVtxaMCAAb179x45cuTjx4/ZIWtrawjlFStWTJ48efDgwa1atRozZgwULTsKEbxkyZLOnTt//fXX48aNmzt37pdffqmvr8+O5kVJ9EMHnz17tm8uuPXu3bvZwtFQzO+8886UKVOmTZs2VA7EdMeOHdeuXTtp0iTEpF27dj///DNE9vr160eNGoVrdurU6c6dO4JBogRk9HfffderVy9LS0uc/N9//yEQ9/rtt9+Qg4rWws6dO7/55huYIvgfNgzi0KdPn4EDB+K38+fPxx0RDuX9+++/IynmzZs3YsSI0aNHe3l54ScIQVRxMm6BeMIYYPGBCYHE79q1Ky6F2OIpkFCIj+x+8qutW7cOKdC/f38kAhLz3r17+ep+ueYn0U8QhAp47BHBlP2oA1YBsak8VM70M0/ZoaMWL3kQQRDlCol+raBYov+TT95Uq6bebdQofq8CKEj0i8XiS5cuff7559Dffn5+EPS//PJLy5YtQ0NDcZSJfqjtu3fv+vr62tjY4EwIfSbNT5w40aZNm3Pnzr148QJnjh8//v333y++6H/48GGLFi0OHz4Mxfz8+fMjR47UqlXr9u3bOATRX7169fbt2+PiiBVuzUR/hw4dDA0NsXv16tWmTZsOGzZs5cqVHh4enp6eY+UUtNC0m5tbkyZNtm/fnp6eDkMCCp7J8evXr9euXfvJkyfsNAQiif7991+YAZDdUP/Q7ra2tnhAIyMj7EKdI/JQ3hD9derUWbNmDW6NozBgkOk4x9vb29/f39HREZp+4cKFTKM7ODggSTdu3IiY4/xly5bVrFlTEP2wWxo3boyY+Pj44ChMLNgGeCh2VBG55ifRTxCECtim78OU/fxLLq9T35qwu9vIjx3665orDyIIopwQSaTxadlTp00n0V/+VHTRn5qa+tNPP02dOjUxMZGFQOM2atRo586d+F/o6Rd60BcvXgxtjQfE/7179545cyauwA5dvHgROriYoh+/gib+8ccfhSvjn549e/7888/4n4l+xEoYaMREv66uLtvFFbp37464CfOS79+/37lzZ+ErhBJbt2798MMPmUlw5swZWBcQ4vgfGhrGw7x58+RnvXn69Cme/d69e/j/0aNHzZo1U7QHDh061KlTJ9gD+BVEf9u2bQsahwPu3LmDxwkICEBUkZg9evQIDAxkh/AszZs3Z6IfxhUMp9WrVwvpgLca1g4Sk+0qItf8JPoJgigrkBHTzjgwZb9V3ydb/L+xiMD4eRQ7NOqAFQ8iCKKciEzKHH3A6uNuw0n0lz/FEv0TJrwZNEi927//8nsVQEGiPyEhAdp0y5YtQoSh/r/44otp06bhfyb6L1++zA4BqOdhw4axUS5169Zdt24dCwfm5ubQssUU/UgiGA9du3adowB+PmTIkLS0NDa8R5D4gIl+KGm+/+bNiBEj2rVrx3dye9OtrPJpoqKjo8eMGTN+/Hi2GxISAjU/d+5cRAO7MGMguxEfyG7EAVFiswXWrFmDB4QRwuIGvv7669q1a+MpmOifOHEiuwID5seqVavw8y+//BIJ2Lhx49atW/v4+MAwwL1gWQn2SUpKCuwTJvoR4U8//XTo0KH8HnPmTJ8+HYbH3r17BYNHgEQ/QRAqISQubcxBa8j6DusNrziE8NBcIpMymP/+tmsNsnKUKyKCIDSJR1hi6zX69buS6NcCiiX6tYBCRD8Cd+zYIXRap6amQrP+8ssv+J+JfkWpvX37dijUoKAg/F+nTp2NGzeycGBpaQnZXUzRHxYWNmrUqIEDB65/m7Nnz2ZmZjLRv2/fPv7LXNGvp6fH99+8wc8Rc77z5o2Tk1OLFi0QB76vgKmpKVQ+dP/mXD777DNElXW9u7m5QWRfvXoVufbJJ58sXbqU/WrZsmUNGjT4888/ecxyQUIx0T9z5kxF0b9w4UJE4MCBAwYGBrB/cBfsPn/+HOf/9ttvSM+4uDh2Znp6OooNE/04s2nTpj/++CO/ei4wBhQvziDRTxCESrDyj+23Xea6B3+tXygriWyRpO82U9bZD8HBQwmCKA/O2QbhTSTRrxVUdNGfkpIC9Tlv3jz8w0Lc3d2bNGnCuvALF/2dOnXCD6HR2aGbN2/i5GKKfhgbv/7669SpU/mxt1Gh6MdNdXV18UQjRoyQD/uXgd/CYjl16hROEIvFsD0WLVqE9Pnggw9wI/bD8+fPw/ixt7dnu4rkK/rr1auHEGY7SaXS3bt3M9GP68M0wi2ElPfz82vVqhUT/fgfpyl+0ygEEv0EQaiEyw4h7dcbQkmMOWj9Kl7ZhbHi4J9Leb4DEAShSeZecCbRry1UdNEPkXrgwIFGjRq5ublhF9FesWLF+++/7+vri93CRf/69evbt2/v7OyM/xMTE2fNmlWtWrXiT+Q9ffo0hLKxsTE7CtLT09l9VSj6Y2Nj+/btu2TJElwcWlygc+fOMDmYqXPs2LGePXviaj169GC/AjBmPvnkk/nz5ycnc0/ViD80On6br+hv3br16NGj2QoAKABffvklE/3YNTExwZOyZMRPYA8oTuT95ZdfGjRoAFuL7eL6eHw2xEgJEv0EQZSdbJFkqx6fxTv9zFOxhE8oEkDI+gfe7ITlt3jVRBCE5sHL2HGDzD4n0a8VVCzRX6dOnSFDhoxRAEo0ODgY8rdly5aTJ08eMWJE27Zt9+/fz35VuOgPDQ3F+R06dJg+fTok7ODBg5s2baoo4pVQEv0Q08uWLWvWrNmwYcMgfL/99tt27dodPHgQh1Qo+p88edKwYcP79+/z/Vxg6iDmjo6O+N/f3x/6vkaNGrBD2FGGoaEhbtG7d+8pU6b88MMPvXr1WrBggVgszlf0X79+HWk4cODASZMmde/eHT8RRH9CQsLSpUvxpBMnTvzxxx9//vlnWFn4n/0wOjp67NixSHakIdJh+PDhgwYNQsqzo4qQ6CcIouzEpmTNuyjrO8S2w+CthUoYUumbi/bB7IRR+61yvQwQBKFpnIMT2JtIol8rqCiiXyqVQhZvyIOtrS2OIsKXL1/esmXLnj17TE1NBb/1ISEhO3bsYMqVATF6/vx5tgIXrvnixYvjx4/jh9euXbt06dJnn33m7e3NzsyLSCQyMjI6duwYfshCMjMzEQJxjytA7uvr67MynZKSsnHjRjs7O3YagBlw5MgRqHO+L3cWhFvznTdvwsPDYauwGcaKWFlZ4Yc4yvdzQci2bdvYhwXc7r///sMdld4o6HsvLy8YS7q6urt374asDwgIQORhvTx48ODu3bvCgwD8j2fZtWsX0tDc3BxRRXyEybv45+rVq7jOiRMnkObt27dfvHgxOwQg5W/fvr1z586tW7fiofDgbHUwJUj0EwRRdl7GpI7cb8WUhL5n/m6OLXxj2qwxwAkd1xsmphe27iFBEOpjv4k/iX4toqKIfnUATcxGs4DU1NRly5a1a9dOGAxDCCChMjIy2GcB/H/hwoX69esLK6AVHxL9BEGUHafg+PbrZAMGsIUnZPDQt3ELTWQzfduuNXANLXCddYIg1IdU+mbiMVsS/VpEVRb9ISEhQ4cOnTp1KuT+gAED3nvvvYMHD0LU8sNELomJiXPnzh07duzKlSvHjRtXu3bt0aNH82MlgUQ/QRBl58rTECYj+m8340F5CIxNnXBUpjZar9G/4xLGQwmC0CCRiZndN5vIX0ODRt1HkOgvf6qy6E9NTT1+/PjkyZOHDx8+ZcqUGzdu5DsohUBh0NPTmz179qhRo8aPH79r1y7BfWeJINFPEETZWXHbg4n+lbfzWfmb8To1a/4l2bj/Fjr6uw1lwyCJciQjR5ySKaLJFVUN4+dRHTcY4TUcssey8+BxJPrLn6os+gkNQ6KfIIiyM+oAH9D/2EO2tnq+ZInE6x544Zzmq/QWXXmW18MPoTEiEjPWP/Bad9/LMyyJsqFKsdfYr7V8as2Ms0+Hf/8Tif6S8fz582XLlk2cOHHChAkrV65UnJ+qRHZ2tp6e3syZM0eOHPnHH384OTkp+mlRhEQ/oTFI9BMEUUYS0rOZjGi5Wj8uLYuH5scxy5dt1srO/PmkfVwazeUtNw6YyqZyIr82PPROzeLLaBKVnrQs0YLLLjLDW0dv9V3PX6ZOI9FfAkxMTD7//POGDRsuWrRo3rx5TZs2fe+998zM8hnRCH1//vz5mjVrDh06dPny5ZD1jRs3hu7nh9+mINEvOMAhCFWRmJhIop8giLJg5B0JGYFt+L4nhXcb33cN76prjDNHH7DyiSQPDeWDVCqddpovlPbdIeuQOOWV1IjKysuY1PFHbJDvHdYbnrcLnjFjBon+4pKZmfnPP/80a9YMsomFvHjx4t13350+fTrbVSQ+Pr5du3Zz585lAisgIGDIkCHDhg3Ld4pqvqI/To5IJFJ06UgQpQYFCWZkTEwMzZogCKIsrL3vyRTkvzeKWHXLMSi+/w5znNlvu9kTf+59mNAw0cmZYw5asyxrs9bA5kWFkX1EGcFL12ebzINWzy2mT4PiSPSXgIyMjCVLlkDKCy4mo6Ki/u///m/hwoVsV5FHjx41atRIWJFKIpHo6urWqlXr5cuXLESRfEV/Tk5ObGxsdHQ0/hKESkBxSkhIIOdIBEGUGolUOmSPBVOQ5+2UVzVRIjwxY8S+Jziz43rDW86hPJTQLC4hCYN2ykwvtm3Tz2cxNaLygVf1on1wq9X6yPShey0T0rNJ9JcAqVSqp6fXvHnzsWPH7t+/f8+ePSNHjuzXr1++K0mtWrWqffv2T58+5ftv3ly9erV+/frXr1/n+wrkK/oBTIWsrCwYGzAzCKKMoCBlZ2fThyOCIMoCdHzrNTIZ0W6doe3LIgREjljy4zE7nNxcR++I+Quay1suPHSL6KYrc9rINug/agiqAmnZorX3+Ee5hZddkOck+kuMlZXVxx9/XENOs2bNrl27lu/LM3v27K5du3p5efH9N28eP37cqFGjgwcP8v03b6DDYBv07t27Tp06PIgoHkhxqrEIgiA0j7F3VAsdmegfvveJX1QKDy2Y5bfcmezQuetJU0jLhWOWAWzitbA9j6SZXZWf2NQsYVmuS/YhCCHRXwJEItGtW7c6dep04sQJpFp0dPSePXs+/PDDLVu24BA/KZe5c+d26dLFw+N/DowfPHjQsGHDo0eP8n0FCurpJ/Il6HXaHiO/I+Yv4gv1GkEQBEGonL3Gfs11ZDJiznmn6ORMHlowp60DmeyYedYxJoUqbU2TkSMW5mAIm+6jAh0PEpWGlzGpneQe+vHCvoiR2eck+ktAZGTkuHHjJk+ezPflZkDv3r379u0bFqa81qCurm6bNm1sbW35/ps358+fr1u3LqQ/31eARH/xycwR7zTwZWPUjlrkM0GCIAiCUBM5YsnvF5yYcNz0yBsVMj9QMFb+sez8YXufkN8YzQPDDOYZ0h/Kr/8O2ZxObAN3mqfTV5fKzn3XcJ7dO8zZyDoS/SXg5cuX0Pe//fYb35czePDg7t27v3jxgu/nYm1tDYl/+fJltisWi1etWlWzZs2YmBgWogiJ/uLzOjWLOZ3FNumEXWIGeTUlCILQEGEJ6eMOyzwAtl9neN62iFm8jKikTFZj4yfPI8hrp6Z5EZ3KXPcwJ/09NssG97dZY2AfUGHEH1E6hJF1wrLZJPpLQGxs7OTJk+vXr//q1SuJHFtb2+rVq48dOzYjI0MkEnl7e4eHh7OTEdKjR4+JEydGR0fjTDc3t27duv3yyy/sqBIk+otPWELGzyftWTkesMPcPiCOHyAIgiDUDKrcgXI/MH22mVr45tOHlS9MaGIz9IriQYSmcAlJ6LpJtlRC6zUGln4xU+UO+1vo6O808OVnEJWUAbkfdvQ8IlkIif6SYWxs3L9//08++WTcuHHffvvtF1980atXLzaGJzIyEgbA7Nmz2ZlSqdTQ0BBCH+dD63ft2nXo0KG+vvm/YyT6i8/LmNThcgdw2NquNThlFSghLwQEQRAa4YZTKBslPHK/VdDr4q74MfucI6u0D5n58yBCUzz2iGCJ31XXODVLtPnxczYPe8pph6QMWvW/0hIYm8ryveN6w/DEDBZIor9kQMr7+PicP39+165du3fvvnz5clBQEDuUmpq6bdu2R48esV0gEolcXV2PHz++c+dO/CQgIKAgJ1kk+ouPV3iSouuxv665JqTTCB+CIAi1ky2W7DL0ZbN4p552yCrGgH7GARN/VmMvuuLCgwiNANGxz5gn/oyzMh/iwhrJ3+y2cAqKZ6cRlY/zdsEs3388bpeca92R6NcKSPQXn6eBcayXgm1D91gWx2ccQRAEUUbi07IXXXnG6t5Nj/JZoKYgLHxj2K+G7bXkQYRGkEil8y45s8Q/aCabfBgYmzZsr+xredu1Bhftg+lLeWXlt9wJ9xsfegv2OYl+rYBEf/ERZqMLm4EnH6xGEARBqI/g12lj5VNCsd134xPYisPr1Cz2qxY6esVx+EOoCoj+wbv58slsJTWpVPr7eW4GLL/tnpxJI3wqIckZOb23miKLm+vo3XQOFUw7Ev1aAYn+4nPU4iWrrdgnZmzLbrnzYwRBEITacAtN7LyRu/0u/oB+AKHPpv9icw5O4KGE+olPy24p93Ddeo1BSq6+v+b4iuXFyP1PQuJKkI9ERcE+IK6LfPZ23+1miv5OSPRrBST6i8/q3DWlRx+0Yv/02WZGXUcEQRDq5o5LGKt1+24zE8ndfheTbJHk1//4XN7/bPhEOEIDmOcOrBq+9wkPevMmIjGj7VrZAr2wBIrvgomoQJy2DmRZ/ONxO0X7nES/VkCiv/gILQfKdK8tshm9zVfpmftG88MEQRCEelh334tVv0tuuPKg4gELYdMj79zfuvFQQv3sNPRlyf7ntWc8SD67d/rZpyx8wwMvHkpUFnLEkn9vurHREH9dd83I/l+vKIl+rYBEf/ER/HXavYz794Yb+3/eRWd+mCAIglAP4w7zAf13XJQXoS8ciVR6ySGE/XYozeXVIJNO2LFkP2b51gL2d3Nnx/XfYU5urysZYQkZk+XLGbVZa3BYPntbgES/VkCiv5igbmIuopuv0otKynjoHt5KPlqx7VqD16lZ/CSCIAhC1aRkitqskQ0YaLlaPzyBu/0uPhZ+MWy8AerwuDSqrjVBVo64/TpDpHkLHX0zn7e+h8enZ3fZJGtMsTkHk+POSoVjUPzXu2Szt7vqGpu+ne8k+rUCEv3FJCaFL+eOZkMklvhFpQh+Ce49K4ErCYIgCKJEWPrx0eHf7LYQl2RAP8MtNJHN5YUMJZWpGXyjklmWdd9s4h2RxEPl5Iglcy9yHz46dz14KFHxkUrf3HkW1m6dzMDuv8M8IndZLgaJfq2ARH8xcQiKY5XU8L1PJFJpfFr24quuLOSva66SkrdDBEEQRHHY8vg5q2z/vPqsFANCAmNTJx6zxc/brDW46RzKQwl1Ini4/v6ITUhcOg+VIxtwZc8HXPXaapqaKeIHiApOlkiyw4BP5Jhy2kHpVSXRrxWQ6C8mVx15JTXzrCOKMgrzyScBreVfnMcctCbXYwRBEGpi9AHuMO2UVWApBoHHpWYtuOyCn7dcrQ9RwkMJdbLdwIdl2aIrz+LSlJeudwlJYK7c2641sPAjHz6VhMT0nJm5/k4OvT2gHxQp+iUSSVZWVkZGhlj8llNEhGdnZ2fKwQnY5QfUCYn+qs4WPd7VtPKOB2t17AJeD9gh+2TcfbOJnget0kUQBKF6YlOy2shH5OPvE/9YHloSssWS9Q+8mstnZC267FIij59EKRBLpHPO8zVZt+r5ZImUVVpEYgZThzDD0LaW4usNoYWEJ2T0ktty2JxDlMfRFS76IeXNzc3btGlTrVq1hw8f8tA3b5KTky9cuDB69OhOnTp17Nhx0KBBd+/e5cfUCYn+qo5QhR00fcEqqIS07EnHZd4JUG3tNPTNW68RBEEQZcTSL6bVGpnXhMG7Lb0jknloCTluGcDm8k4+aQ8rgocS6gEp/N1hG6Q20vy8XXBeRZ8jlmzX92FLd0055UDOMCoHsMmZs86uusYZeZYwKlz0R0VFTZkypW/fvjVq1FAU/Xv37u3Ro8fmzZtNTExgFVy7ds3R0ZEfUyck+qs6wrTdW7lDQiH9t+nzL5jTzjhEJpXYpwRBEARROIfNX7TQkanDGWefKk0NLD4P3SMgRHCR0QesnpfWciCKiVto4jfyFrPnFlMj7yge+jZ6HhHddGXL3QzaZaG4bitRcREU0dz8XJkXLvp37tz5ww8/7Nix49133xVEf3h4eLNmzbZs2ZKZmclCgGx0tfoh0V+lyRJJ2PB9WLFWCt+XHQL57N4um4xRzfFQgiAIQhVIpNIFl2TD8bGtueepuNZPiXAJSei/wwwX6bvdzNKvNGOEiOKj5xnZfbNM0A/b+8Qz/C3XPQJhCRk4inNardY/ZxtEA3wqAd8e4otpXHII5kEKFCL6PT09v/zySz09vStXriiK/q1bt7Zs2dLMzOzBgwe6urqXL1+OjIykMf1lgkR/cQiJS2Pfl7vpmjwLSeCh8gXe+26TNSTYTlsH8lCCIN4mKSOn1HKNqMpEJWUKjndOPgngoSUH12ESs/16Q+FrLaEOoN5PWQWyaRjIu4KG7kDl/3HlGWs9/7nhhiqCHyAqJrEpWWy8Vps1Bn5R+XxMg+iHrLexsXF3d09P/59Dp7CwsC5duqxcuVIsFiuJ/nHjxjVu3HjYsGF9+/YdPXo09GqnTp309fXZUbVCor9KYx8Yx0rzkD2WPpFvleaduQ6qJp+050EEQShg7hvz93XXPUZ+NHJXC9HMt/JS4xwcz4ZW9txialzAQJHiIBJL2AKxzVfpHTZ/QXN51UdmjnjjQ2/WLC647FLIugqCW09kMXnAq+g8dOO5OXK/VXwef01g+vTpx44du3TpkoGBQVIS//6TkpLy999/DxkyJDZW9v1NSfQPHDgQu1OnTvX398/OznZ0dBw6dGj37t2V3PuoAxL9VZq7rmFM9P9wzC747bop6HUam7nSZq1BZGnHmxJEZcUhMI75c2i3ztDQi5xcaRc2L2KnnHTYa+yXmqWlvtLvuYZ/tVE2Fn/oHkv/6BQeWipW3vHAdbDhnxTyDa82YlOy2NpbsK9g6vPQ/EhMz2azq9G8mni/tXorUeFYftudvV//3nRLz++7bt7hPVKp9M6dO1ChXl5eLERJ9I8ePbphw4bXrl1juxKJZNeuXR9++CFsABaiPkj0V2mOWrxkM8l+u+AUk/y/CSVA+ubNd4f5OLYTlqX/+kwQlY8XMSmj9nMP69jW3PPkBwgtICkjh42cgaq+4xLGQ7UJsUR6wMyfFZ4JR23L6CHtnG0Qu9T0Mw7kwEd9BMamsrHdzXX0HrlH8NACmHeJL8274jYtzVuByRZJBu+xZFl51iYo3887eUW/WCzeuXPnewq888471apVw99+/fr5+fktW7bs008/NTAw4D948+bkyZO1a9fWgAMfEv1VmrX3PVl3/rJb7imZykMP95n4sbI+cv+THDE57iQIGeGJGQsuuTBrmW3f7LYQiWlYhbbgFZ40JLed1s7O78T0nCU33FgMV98tq8VoF8D9Lgzebfkq/q01YgkV4haayNzy4N0v8uOMgVcUy5Q+20wz8zh5JCoKqEx6bJFlejddY3Pf/Fdby7en39nZ+ZACM2fOhOKfN2/ejRs3EhISHBwcGjZsuHfv3pwcme5KS0tbsmRJ/fr1cYhdQX2Q6K+6SKTS3y/w3oites/zqhabl687bzTC0Zar9QvyVEAQVYpskUTnrifzeYWtlXx0HCxncnKlPZg8jxZW0oH6f1G2wTPqICwhffwRmbt3bDfLPPs2LjWL9d20XWfgHUEVtbow8IpsIU/nrzYZZ4mK0PHxadlsaV5slrQ0b4XlhlNoh/WGyMRvD1krzXsUKMR7j4DS8B6xWDx79uzOnTvv27fv0aNHGzZsaNGixdKlS9lRtUKiv+qSnJnz80l7lGYomOP5DeAJiUv74Zh8ipiObIoYDyWIqgrs5M2PvdloXWx/XnUV1mbf9NCbn0SUN5ccQlg7ja3lav2bTlrn0+Z5RPJXm2T9KdjKOKAfSKVvmNdObHqeNL1EXRzKHZE15ZQDDyqYbJHkz2uu7Py/r7vyUKJCgQp//QMv9lF37kXnxPT8HTGVQvSDsLCwtWvXdurU6bPPPuvSpcv27dujozUx/YNEf9XlVXz6OPnigp03Gl3Pr13MyBGjxLNqa+ppB3JNSFRl0ACcsw1mXar4+8spe7EEIXw4dc8tpjTCRxuQSKS7DLnnMbZNP/NU2zJGzyOCxa3LRmOVeBmanzuCfJ9xYRNMibKw8DJfV2FvMRIZ1cV1p1esuuiqa5xMjjsrIK9Ts2adk3XrtFytv1XvOQ/NQ3FEv/ZAor/q4hGWxBw899pqavI8fxPzlnMYczExZI/ls1dqH21GENqJSCzR94zst13Wn9pCR3/CUVvfKFkHrUtIAlsPFYHOwfSClD/JmTnLbnFvG2xrtUY/IDaVH9YONj9+zuIGHcmDysZRi5fsgvmuGEqohKG5E0UUF7IshGchCQN2mON8uYOv0ntlJcoLz7CkkXKHDZ02GN13DeeheSDRrxWQ6C+SJ/6xTMQM2mUB7cJD38YvKkVY+eWyQwgtLkhUTfCCjD7A3fV8s9sC7w5z4xCWkD75lGyMXHMdvQOmNASu/IlIzJh+9inLKTbjAtv6B9xxnpbAhk1iu+IQwoPKhvWLWHbBQTsttHyBggpKYno2m8nTeo1+QcM8lIhOzpx9zgk/ablaf8NDLwnlS0XDyCuKTWvstdW0kGF4JPq1AhL9RfLALbzLJlkn5Yj9T4Je57+ASI5Y8tt5WbWFbeVtj7wefgii0pOQlv3dIWs+sGeVnr5npDCSJzNHjOacvSAzzj7N14szoUnQNo/YJ+unQH79doHXXajo4lLzWVWnXECZaZc7LSS4gIq3pMSmZLG11aEviylJiRJh5c/NqiF7LHlQUYjlI82Y5Tn5pH1U0ltOsQktRySWHLN4iQof2Tf2oFUhDgxJ9GsFJPqL5LxdcBt518W4wzaFjDi8ZB/CKrvRB6wKsg0IorICQ3f8EZnTd2xovy/ZB/MDudx0CmW9QcP2PiEnV+XOs1cJgs8xPY/IgTtl4ytk03nL7CRHVdgFvGbFqf8O8+yyeegXgLUpeCm1exnHQwnVsdeYO7BeVJIRWcbeUd03yxw+Iq9tXlQYXUiA1CzRH1efsUzfWKifBhL9WgGJ/sIRS6T7TLgvgqmnHQr58vgqPp3ZBq3X6FsU4KeWIColcanZK257sD7+DusNt+v75H1RIPTZ6i3QmrddQukTfvli4BXJqrUum4xiU7L+uubK+urmXXTWElcEe4y4fJx30UWU31o/pSArRzwn95MsraWoDqaccmDJe8isBKP4opIy2XenVqv1z1gH5ru0E6GdvE7JGrzbgmW6qU9hfnVI9GsFJPoLJy1LtO4+H5aw7KY7D80PqByhvlv/gPwSElUFvCMHTV902iDrNm69xmDpTfeYlHw+0Kdni6efkQ0ih22g+/h5Bi3EU64cMedTWqfI+zIu2gd3lOfgkD2WrtrhimDiUf7hCPJRVeO8c8SSLbmTg/+48oyHEioCNlVneSnCO27kXYIpucjef2/yVdgWX31GI68qEG6hiWxoVrt1BonphQ0OJNGvFZDoL5z4tOxFV/inq/0m/jy0AO65hrMz++8wl1BfBVE1uPss7Cv5QBFsk07YhcanF1T0D5q9YKdNPmkfkZjBQ4ny4J8b3Dn6DgMf7PpHpTCnK23WGpyxDiz3yZSoeNnoI+gJ45LIx8LBc119ysdhfrOL5vKqmBfRKex7UTddY/cSLsNnmLs0b7/tZiFxND62wnDiSQDLuEnH7XhQAZDo1wpI9BcOpAkECivTN51e8dACSM8Wsf5ObE8DacAoUcmBZHILTWi/ji/w1F3XpPDZLK6vEtiZ0HMl1QSEamFrj2AzkC9Thaz8I7d3Y95F59epWey08sLu5Wu2uNvAneaqLSoWvjHt5CUWhTCa5oyqlEfufF2Fbw/ZBJZwYltGjlioSfRp6bSKw7TTfIDDgaJ6RUn0awUk+gsHIoaNNcRmW9QEI4lUKqxL8u9NNx5KEJURyESXkIS+2/gSpwN3WjgHx/NjBZAjljDvt9jO2ynP9CU0BjKC9aM3X6UXnsA/uZg+j2ZZ02OziVt5m2SnrALZmIFfTjmExqfzUFUAy/PrXbIhyB3WG9oHUNeMKlGYhuEcm1Jiu3HJDT7C569rtDRvxSA1U8RW9W65Wv9pUBH1P4l+rYBEf+H4RCYzrwLYinQbJ33z5rrjK7YYNRrO+DRtcX5HECoHr8bPJ+zZ5N2+280euIUXZ6zEFj0+onrWf448iNA4L2NSWS6gchMmTaZni5gaxlaiWZgqRyKR/nPDjRWtZbfcU7NE/IAqCHqd9uNxmfv/NmsNrjkW8fGWKD4SqXRe7oLHmx55Z5Z80o6lXwz7eTddY3J7XSGwecFdbA3YYR6VXMR3MxL9WgGJ/sJxDo5nIr6Fjl5xajH30ES2uGCrNfqGXvSNkqicxKVmLbryjPXFdtxgdOJJQDHbeO+IJNZItF9nSO16eXHHJYzlwqQTbw3DPWHJh+d+s9uiHGclvU7J+lk+qLL1GoPD5i9UO/A+Pi17gfx7bMvV+lv1nvNQosy8Ts2aIJ97DWvqtHVgKTItIT17gNx1LDYa4VMh2GHgy/Jr7kXnQhyaM0j0awUk+gvnce4gxQE7zHhQocSkZP1+Qdbb0VxHT+euh2qbK4LQBkQS6VY9H/ZeoJwvv+VefDfqYol08G7uKP2eaxgPJTSL4JFM564nD5ID1cU+1mN74hfLQzWOW2giW+C8m67JY48IHqoiUHqFx59/yUVU8FpCRInwDEtic8F7bDYpnWTPEkmW3XLPzRpnajy1HIlEOv4Inxp0wNQ/u6hXiUS/VkCiv3CEmekzzj7lQYUCTbPfxL+1fNHHCUdtyUUJUcnIzBGffBLAhl600NH7vRgdPIpIpNK1uZJr1jlHsorLhe9zm+qzNkE8SA6qr7+uca8+s/5zLC936XoeEd10ZYugf73L4nlEMg9VHScsA9gs4ckn7aOLGpNAFBND76ieW0yRqrDqSzf3GpXDTedQ1nrCcqCs0XKCX6f1lc/R6rDe8LF70cY5iX6tgER/4Qh9QhsfePGgojD3jem9VVb39dlmZuZDq3QRlYccseSSQ0jH3M5gqPZSrJn/2COCjQuSuU+hdl3jwGxjblJa6CgvIwiN/8gtggliNOS+UaoX3EUCS+O4ZUBLeQkZd8RGtQP6GRAoXeVGxaj9Vl60OLSK+M82iJWccYdtSjGLl+EamviNfKUnFNGHbuE8lNBK9D0jv9oke4+G7i3W4h4k+rUCEv2FIyzfeLHYzkbiUrPHHLTGT9CmHjZ7IRJTZyZRGZBK35g8j2ZTVrB9f9jGMyypFIXbOyKZLc0L6f9I1YM3iCLxj05hOdh9swlykIfm8jIm9Tu5N0/I7oOm5TCdNyVTtOK2B4vhUvX4QINAYV6k+mwzo9XTVUKWSCLM0UejWepvRLGpfHwsWs/Vdz0l9ClQi9lj5Mc+y0w/87Q43Tck+kuARCJJTk5GeimBQH6GAlKpND4+np8hJy4uTizOf5odif7CGbnfilVkNi9KMMJ1zT1P9qvfLziVu8drglAJL6JThNcBagkGAD9QQvBGLLgkm0kpn/fiSc26hjHwjGSZ+O0h67zrKmTmiNfd92LDtyaftNe8C7LIpEzmXQfbJYcQHqpSYlOyhu6VmZ1t1xrccg7loUQZiEvNEtxV7zDw5aElB7UBpGQruZT86YR9WK4/WULbgHHO1i1FXbHqjkdxzDMS/SUAKfXnn392VODTTz+tXr361KlT+RkKpKWlNWnS5JNPPuGnduzYu3fvoKC3xm4KkOgvBJRjYbEtwZt1cbD0i2W/6r3VVB1jUglCw4QnZkzJXYQFL8Vlh5BSd8KxeS9shM8Px2xphI+GOWzO10Wec94pJiWfxH8sG1Iv81Pctzw6wv2iUwQvyWoaeyORSCfl2hUHTV/k0FzeMhMclyZMFLnvWqZhORZ+MT3kBaDPNrMnfvQdRkt5EZM6/ojMWVP7dYYX7YtlnJPoLwE5OTkvXrxwVGDmzJnvvPPOjRs3+BkKQPR//vnna9eu5ac6Orq4uGRm5t+ykugvhNiULFaLddxgmJVTgoYhLUvUSz6sv/kqvatP1dJZRRAaA7p87gU+zq3dOsPTVoFl1EnGz/mcv/47zEv0DY0oO0uu86m6a+55oqbioQogu8fKByi2XK2/x8gvq9iumVSCyfMo9p2hyybjrJL7ei8mwsfY5bfdUzJVP22gqgHzTDDVfCLL1M8Vl5bFFsRE8TvxJIDGx2on1i9iWR3eVdf4WUjRA/oBif7SExcXN2DAgGbNmkHf8yAFEPjll1+ePXuW7xcKif5CcAyKY7XY8L1PSlr1rH+Q66KEFiEiKjIpmTk6dz3YxEr83WXom1FmKRaRmDFKPlKo9Rr9M9aBNHJXY6Rni5kLfDbjKN+UR9g2fe6S9cfjdhp2QYYCxm49+7wTD1IDl+xD2F2mnHYo9axTQsDMJ5otaNN2rUHxHfjmC0rk6lyTbN4l58R0Ws1D60C9cdkhhOX4wJ3m6dnFMptJ9Jee+/fvN2nSZNeuXXz/bSD6YQ/MnDlz48aNO3bssLa2Tk1Nlb5duWMXpyUkJHTq1IkHEXm47vSKVT0zzjwt6cwk99BE9kq0WqOfRNUWUTFB+33KKrBdrrOXRVdcVKWQ/pCPB8X27w23pJI4/STKQvDrtNEHZOZW541GNwsezv48MolXX6v1bQM02k5POSWzSbDBGuRBasApKJ7dZdBO89D4dB5KlJajFi9Zeiot91Y6nvjzpXl7bjENiStiIXxC82TkiHXu8Nn2f15z5aFFQaK/lKSnpy9ZsgSiPy4ujge9DU4YMmTImDFjfvjhhxEjRnz55Zc//fRTYOBbFWhWVtaVK1d0dHSaNm3Kg4g8bM/t7lpx272k61NmicTsGyW2Yo54IwitQip989A9oscW/tUezblfVAo/VmZuOfNFYfGa5J1OSqgJh8C4gfJFT/ttN7PyL3BglVQq/ekEF98rbnvwUPWTmSOGNYKbNtfR81bnbKjE9Gz28ar1GgPy2ll2Fl/lNvwuw9LP4hXIzBb3zK127j6jJfy0jqSMnO8Oy0YAYiv+VHgS/aXEx8ene/fuCxcu5Pt5EIvFnp6eCQkJOTk5sbGxJ0+ehO6HncAPvw0N7ymEuRdlvsOw7TfxL+kIBLFEKrgwm3DUttQuzAiivHjiF9M/10HnkD2WbqHFGrhZTCKTMpm7tzZrDCxpup6meOAWzlzUw9byjy7MhDP0imJZ303XJE5TLshcQhLYTftsM8t3voEKYf7gsT10I7+xZWV4bg+XqmZ+r7nLR/jMvaDGUV5E6Qh6nSZ8/i2+jxMS/aXk6tWr9evXt7Cw4PtFAfU/efLkJk2a8P23IdFfCMPkbt2wXXd6VULNL8PUJ5q9GB3WG/oV2r4ShLbhHpr49S6uinptMX32KkG1ZiteqF/kg8uxbdXz4aGEmjn5JID5TZp4zLbwUVUpmaLBu3kFeM42f+dvKuewGfcsNOucYxmHhhfJn9d45/ROVXROV2VSs0SsUEECqmqo3tNAPqGu3ToDGv6nbdxyDmW5A2NPaeh4IZDoLw0SieS7774bNWpUeHhxvWJlZ2fPnTv3gw8+4PtvQ6K/ILJEYibZm+uUsvfiRXTqd4dkXsxQISotd08Q2kxIXNrPJ7hPwy6bjO+7hqtjru1VRz5nBi0HzeXVAJk54k2PvFmaz7vozEMLQCyRCtN5h+61VLcEZwgD+vcY+6n76+gpqwB2LxgYPIgoFbYvX7OU/Ga3haryDEKfLeGH7bYLraWgXfx5jXsAW//QiwcVAxL9pcHPz69u3bo7duwQif736ROWVnJysuCUE/8LR3HIw8Ojf//+gwYNYiFKkOgviFfx6WxR8a66xk7B8Ty0JKRkipbfdofN0HyV3vxLzhnZ6nI/RxAqJC41a+lNdzbiuf16wwOm/moaaBGdnNlhPberCx9qQqiEuLTsRVf4CkrF6d62fhHbVb7Mfrt1hlbq96wKnceGHrVarf/YI0LdVqBDAO9L7rvdjGzOsnAw9/vM/EsuqkpHGKirc0f4zD7nSBmkPcD+FzySG3lH8dBiQKK/NMybN69169b29vZ8X05iYuKUKVOOHz/Ods+dO7d06dL//vvvzp07x44dGzVq1Jdffnn//n12VAkS/QXxNCiuzRqZ6B+yx7J0U8pQS120D+4olzWj9lupdV4aQagEkVii++g5M3exrbnnqb41WXEvYcGvvcZ+PJRQG6/i0icek62ng+1OMeZHhidkTD/zFCe30NFfe99LpOaud6egeBiZuB1UuEvxPH+XhZiULGFccmx+i5QRxWTGWVkhwbbP2J8HlRmo/LvPwlhF1GuL6SvysKQ1eIYlsezuvtkkuCS+lUj0l5iIiIgPP/xw4sSJWVlvTauKjIysXr367Nmz2e6DBw+GDRsG26BJkybNmzefNGmSmZlZdnb+LTeJ/oK47xbOFgNHM1lq7yIeYYnMV0anDUbFaWUJohyRSqX7Tf0Fxf/beadkdY6mRbt+JNfT35A9FjTZXd08j0zut92MJbhbaCIPLRjkCIwxNt/6+yM2gbHqdbJ03i64tbyfZdJxu2D1O3RKzRIJDtZoKnmpEUkkX8kdLmHT94jkoarAPTRx2F5ZBsEUpBE+2oMwLm7KKYcSdQmR6NcKSPQXxIknAWyEw+zzTtHJpewHyhFL2FI42DY98k6nET6EtgKFd9slTBhvA1tXfX38ArYvX3fcIFMM7dYZekeQ50T14hAYx+q0Fjr6KZnFMufsAuL6bJPZCV9tNH7gFq4+s0wqfbPyjgcihnv9fd1VrdYmIzNHPC/XP9th8xc8lCghAbGprFB12WT87JUqv8+g/pl/STYaDdXRitvu6v7QRBQHvKezz/HV2Tc9el6ihRpJ9GsFJPoLYsNDb9YC/XvTLbl4DWS+wHhgb8j4Izbhml3bkiCKCRT/E7/YIfKZc2hixxy0dg5O0MAw2sDY1AlHZQNOWq3WP63OxZgIcC135vTg3ZY8qCjSskSTc7st1tzzVJ8bzYT07KnysV4oCXuM/TQwhjtHLBFWYpl3qYhpzURB6HtGsoYSlcbLmFQeqgpQBA6a+beRf3j8USMff4giiUnJGiT36tZ6jcF1x5J5NSTRrxWQ6M8XNDnzL/NOIN1Hz0Xi0nuugKxhdWK7dYb2Afmvp0YQ5Yt/dMr4I7bN5QW+5xZTQ68ozfSrQUSuuC1b2RG3XnDZJbMk/UZESdn8mK8csuR6cRfRBOftgtmvYCqob3lUr/CkUftlSwV32WR8z7W4vunKAip5wQr6ZreFSKIJ90SVjwMm/s11ZGn4Wxk+iReE7cvXPTbLVunqucXEzCeahxLlh5V/LMuR/jvMkTs8tHiQ6NcKSPTnS0qmiE0xbL1G/4j5Sx5aKtC0TJT3ZWLbbkD+yAmtA6V9wlFb1nJju+0SmlMGK7dEwLA4bxvMxhSNPWjtr7oVf4m8zPzPkWVxifzux6dlt1sn621toaN/x0VdE5OMvaPZ2s8Ddpi7F2O+gUqw9IvpJB9d1lXXOKzYawwRAlLpm4WXuT+odQ+8SjTYozikZonYsl8tdPTQEGusXiIK4pRVIJv+/sNxuxLN4gUk+rUCEv35EhafPv6ITKmjSbjm+IqHlpZL9ryrbOgeSwkNTCS0iZTMnDnnuRZsvcagjCZuKXAJiYfOw9276ZroqXQiIKEI6h2WztjcSjj2mn2NwTb1tIM6xt1IpNL/bILYF9HRB6w0MKCf4RaayBYg67jByEb9PkkrHzAIfzwuW9Cj9Rr945ZqqTo2PeQrS8w655SQrvZZRkQhZIkky265s+xYfPVZSdfuINGvFZDozxev8CTm2KHnFpMSeaLNl8ikTNafhE1jnVgEUSRJGTlb9J6zUbPt1hmuveeVnq2uQdsFAavjB7kfyeY6enuM/DSzCFQVJCEtu4X8Yw6yu6QeBdxeJTKfTq1W66tjRYW0LNHa+164PrZFV1x4qPoJfp026YRsxgKe7rJDCA8lio13RBLriYfF/sg9goeqFMcgvpxCN11j1c4ZIEpKaHz6L6dkIyDarDE4WvLuIRL9WgGJ/nyxefGa9Yrhr3OpVuZSBPbx7HO8M3XdfU8eShDlSo5YctE+mC2H1HK1/vxLLuU1wkFY+fXX/xxjU97yR0yoCpuXsSyRh+0t7ixegYxsseCFbP39EqzBWUxiUrKmyMUEtrManM+dmJ69UL5aGcr/5sfPeShRbEx9onvL12n6epfFM/UsrYDWc5Dc7TW2K0/JMCtPoIW4C/KNRk/8S/xljES/VkCiP18ee0QwMYQGstRO+gXYx2tWbaGKTNN4ZypB5CUuNWv0AdnUSWwj9j0JjE1Vv8eU/LHPXRu1m64JDetXE0ct+LKp8y6W2FONYg3Wa6vp61QVG2aoY9kan9hcVer2sXAkEun6B95sNsuCyy7Ql/wAUTwu2YewT0BjD1mrfBavwFY9PgF92hkHHkRoHDQOD9wiWsnds/bYYoLmgx8oNiT6tQIS/fly2SGEjXkYe9A6MV0FA0wdg+JZq9ZunSEtBENoA14RSUzutFyt7xtZnstF54glXTfJbGxst5xpFR61IPik32Xoy4NKwrNXCayTDyLvpqrzyOblaxa3dmsNNKy8hYmJk0/aR5JL5ZKQLZbsMPBlGTf9zFNYhvyAqnF9ldhSPt+jxWr9uBQa1l8+ILuFT7JTT5fG+iLRrxWQ6M+LWCI9ZMZ7xX4+aa+Suiw8kS9oD4G15fFz9dWPBFFMTuauIPHDMTseVH7o3OVTRRdc1tyQ7qoDKpz+uWvxlm5p8Pi07EVXnjWXT7344+oz1a4zeDC3vp1WKjFRFvQ9I9lH3ZH7rTzCaHm4EoAisfjqM5ZxaNR4qBpITM8Wvklesg/moYRmScviLg2xnXgSwENLAol+rYBEf17Qnm3M9Riw5LobDy0bObCS9XzYyoW/nHKIoYHLRHkDgcUK+QHT8l+OVBjh00XXOFVtK0BVWWJTMtl3+XbrDB0CS7NaiFT65j/bIOZcdfi+J24qdUgw8z9Zhwi2oxaadh7lGZ7UV24O9dpqau5L32BLQGh8OltZD9tttflyBZk5/2uRfzllLyYPeOUBREuX3O+xPqX6MkyiXysg0Z+XhPT/dWDsMfLjoWVG3zOym3xViwElX9WCIFRLWpaIDcbF5qKeGXglAkJ/wA7eFW3oVVZ/WYQSTwPjmEPMr3dZlK7BBv7RKWyET+s1Bhfsg1X1uVIskXTeyJ2bub7StHMz1PZsIWo81E0nGlpWAlCQesqXVsDmHaHG8YEoaA/dIlh91XOLKfnwKRdgErO87rPNtHR2F4l+rYBEf16ikjIFVxJld9IvEJmUwbybtVytf8Y6kLoriHLEIrcGh4zTBoc5OWLJvzfcWJRgcvNQQkVcffqKif6fTtiHxqfz0BIiVVinfMFll0QVOU33DE9k1+yma5ySqSEP/QJ4qJ/lXjuxHTB9Qcs/FR+rF9wfVOs1+lki9a6l7RmeNEo+wqf9esOr5MOnPNjwgDvV/etaKevnKif6ExIS/Pz8XF1dHR0dPTw8goKC0tNLWfmqEBL9eQmJSx+5X6bOsVmX3C9VQUilb5bkypo/rj5TVZNJEKVA9xF3iLHwsktKZvkPp8HbccMplI1/67HZJCGN3g5VsvnxczZp+89rz8qywpGZTzQrNt03m6iqc/eUVSC75rTTT1W+pGtx2PCQq5mlN9204V2oKJy0EiYF2fIgtZGUkZM7pUR/6U33zPIoJ1UZiUQ6dK/sgxi266XtCa0qoj85OfnRo0fLly//4YcfBgwY0LVr144dO/bo0WPIkCHTpk3bvHnz06dPc3I03b0hQKI/L/7RKZAdrHwHxpbVX6cihl5R7LL9tpsFxtI3SqJ8yBZJvj1kzYqi9ixu/ywkob98cYy2aw1Mn0fzUKLMiCXS3y44sezeove8LNmdkS0eIl/CFtshM9VMBZlznsdtq55PuRTFa46vWAR+Pmmvcm+klZgl111Zum3T9+FBakMqfXPM8iUb4TPhqG0AjfDRLCFxaexTYYf1hs9La+1XCdF//vz5Pn36fPzxx++9994777zToEGDdu3a9ezZs0WLFnXq1KlRo8YHH3zwySeffP/99/b29lIVDZEsEST68+IamsDKd3MdPdX2KKRliTpukM2Ew5Xvu4bzUILQLH5RKWxJnc4bjbRnAH1kUuav/8nWsGupQyslqZLY1KyJ8jWPoZnOWgfx0NJywpL37w7caS4p8xjF9GxRry2yoth8ld7dZ2Hl0Qa+cQvl44v6bTcrr/XpKiLC93Dj55qoQ5yC43vIpxB01TU29aFOAY1y0ymU5fV3h2xKvSBDJRf9Dg4O/fv3r127dvPmzWfPnn379u2IiLcWqc7JyXn+/PmpU6dGjx7dpEkTnDl//vzYWJUNJikmJPrzYuAZycp3/+3mPEh1LL/lzi5OrgmJ8gLqqtMG2dTJUfutPMO1xU2hWCLdqvec2dtTTjvE0wgfFeEdkcRmE3XfbKLn8VYzVArQ5Avzbs3K7O4GgpsVRUj/0rkVKjswPNi4MpQ9pBUPJQolPVvM/EEh0TQzKShLJBYcdx4w9c+m2Rca5N+bfGQyBEyph8AVLvqlUqmTk1OnTp2qVav28OFDFhgSElK9evWaNWvWzaVfv35+fgW6V8nKyoqJiXFzcztx4sSKFSvmzJkDXb1u3brr168HBgbGx8eLRMWNfIlF/+LFi0eNGnX8+HFEuvAufETC3d19/fr1ffr0uXTpEg/VFCT683I6d4zp9DNPeZDqsH35mskaNJw0rJ/QPBKpdEuu99jZ55ziUrWoED50C2dO0wfvtnQKjuehRNkw943ps03mGenrXRZl99SUmSP+6xof1zHnvJOobJ39156+YmM2xh+xLUevLCPlRhE22MM8iCgUWGgsxQbttChjGSg+uwz5WmBTTzuoZNFMojikZOawWdRl9EFSuOiHIp83b17Hjh1r1KihKPoh9FeuXHkvFzMzs5SUfFZtx89NTEzWrl3btWvXDz744L333qtTp06jRo0aNGhQq1YtXPOjjz4aOXLkwYMHHR0dYRvwnxVMiUW/p6enUtd+4YjFYm9v7+BgTS88QaI/LxtyXQKvv+/Fg1RHckbO4D0W7Ppq9W1MEPkSn5b9m3wUNWpwXS1bJy7odRrkPuLWbp3h1aevtClqFZjrjq+Yf/0xB63Dy7zoLAoMlDFbxbabrkmpHYAC5O+6+16sE2TRFZeyzDAuI4LnqK16ah+eXjk4avGSpdjvF5w05onOKzyJ3bTTBiP/6HyUH6EOXF8l9JX3GvTYYmJShtlWhYv+U6dOfffddxs2bHj33XcVRX/jxo3v3LnDdvNFKpVaWlr++uuvn332GSwEXGT16tXnzp27ffv2o0ePcKkbN24cP378zz//7N+/f82aNTt16gQrws/Pr/Du+NJP5NVySPTn5fcL3C3dOduyjn/NS7ZYsva+J7t+6dayJoiy4B2exL6Sd9xgdEfLzE4ISmFa55p7nrRKV9mBIDtg6t9cnqQ/n7RXyUxZ38gUNhG89RqDw+alX04rOSOHzeJosVp/m75POdqfqOpZqZt2hurkYjE79z3dbeirsYxDYWYD1bCVfXYKUUyuOb5iY/DGHrL2jSq9kV+I6A8MDGzfvv21a9cuXbqkJPrr16+/YsUKmARXr1599Sofx0E5OTkNGzZs06bNjh07goKCEhISMjMzlQS9RCJJT0/H3R0dHRctWvTxxx8jMjiTH86PUop+3Bg3K8ieYEf5TjlBoj8vwsDBJ36qn2KBsvDYPaL1Glnn1lcbjV/Fq9I7EEEUicnz6K/kY7J7bjHxK0MNriYu2AWzt++7QyroliZSMkUr73iwJF1x252Hlo3MHDGuyXyAzjj7NK60Hm98o1IgI3CRzhuNbjipbEWUUuAUHM+SqMdmk3K0PSoKYomEObiDMXnfNVyT6bXP2I/l1A/HbCmjNAAMrU0PvVvIX/Y5553K4tMWOtvLyysiIgLiW3FsfXJyct++fWfPno3AK1euKIp+qHwI9GbNmn3xxRdNmzaFuNfV1cX57CgDv9qwYUN0dHE/QUB4+/r6/vfff0lJhU3gKaXoNzAwuHz5cmRkJN9/GxcXl5MnT+Iv3y8PSPQrgRpfmKb2Kk4titw7Ion5PWi71uDq0/Js6oiqhkgsPZb7XX7MQatskdZNhguJS2MTBPF2OAbRsP6yEp2cOVPem47ttFUgDy0zD9wi2Jr8/babWZV2MRNz3xjmRarPNjPn4PJcFjomJZONgMIWQaZmUQTFprWRz8T4aqORhl9Sj7BENgmk5Wr9kLjyX+mo0hOTksW+viLBt+mXyana9OnTV65cuWnTpjNnzghd/hkZGZDsXbt2DQuTfXZWEv0pKSkmJiaxsbHp6en+/v6LFy9u3LjxxYsX2VG1UhrRHxUVBQNl4sSJBYl+Z2fnBg0afPfdd/nOS9AMJPqViE3JYlU/2oC0bLWMLkjKyFl89Rlu0VxHb8kNtyztE15EZSUtS7Toigsr4RsfevNQbQJW9/gjMv+S2Pab+PNQorQExqaNyB0RYVFmZzsCUMnC+uIyVyolr8SQ0RftQ1rJv3kO22tZvsuxJWfkjMn9wGuiEQeUFRoj7yiWcSP3W/lFaVS9oJyMP2LDcurkkwAeSqgNr/AkVoG0X2f4yL1Mvr/yHd5jbGzcvXt3S0tLtqsk+pUICAgYOHDghAkT+L46KY3oP3jw4Mcff3zjxo1ChvesWrUKhoHwwJqHRL8SwnfeoXss1STHURxQW7GZcOMO27yIpnVGCA0Rl5Y9aKdsASxs5j4qk4Cq5ZQ1d5/17SFrHkSUFs/wJDYeF1togsp6RtGkbdXjizr/eNyuFE4bM7LFm3KXhf7tvFP5DtVIzxYvvMyNYTI1i+Sw+UsYe0irWecco5JK6bW9dKBR3qbvw3IK6l9jc4irLGY+0UyrdNlkHFK2sQ95Rb9YLN65c+d77733+eeffymnYcOG1atXb9So0ffffw+Jz8/LBT//5Zdf+vbty/dzsbKy6tSpk7f3/7qxQkND/f3L9CKXRvR/++23rVq1KtyHj6+vb+3atY8cOcL3NQ6JfiVuOvNFKKaecVCfJ2Dn4HjmRK+rrrG+Z/4fgghC5QjrELVda5CmrdNkX8Wns35EbGHx9AW/TJg8j2YpCemv2tHqflEpbCAW9N/TwBKP8YhLzZpx9imL2zHL0s8GVgmo6ncacHeQsEB4KJEfKER/X3NlU8N17nrCXuIHNAVaTDYWq+cW01KvDksUB9hUgpum0QesCuq/LiZ5RT8uaGlpqaMAtH6NGjUmTZp09OjR2NjYrKwsxZt6eXn16tVrypQpfD8XY2Pjjz76yNXVle+/eTN69Oh69erxnVJRGtHfrl27bt268Z0CwPPUqlVr3bp1fF/jkOhXYmeuJ+Clt9xEYnX1IkBvTTxmx26EO2aJNF1vElWTQ2YvWKnTZs9RGTniH+QryGI78aSc5WBFB3qapeSUUyrOcTReuCa7+PJbJZ4i/Couvd92WccHtqfltCyXAMyh646hbLbi17sstHCui/aQmJ7980l7JBQs88PmLzT/icYnMnnsQdn87/brDM/badrLeZUiM0c8/xL/ArZNv6zebPMd3qOE0vCe48eP37hxw8bG5unTp4aGhlOnTv3ss88ePXrEjgrkK/rr1q3Ld0pFaUR/69ate/TowXcKpnbt2mvXruU7GodEvxILcj/y7jH2U+unw/0m/uxGP50ozcdxgigFPxznpuZxLRbTIol0tyH30fE9fcEvG//keqDfYeDLg1SHgRdfvLzLJuOSVmIOgXFsiEi7dQapZXAJoiosfGO+2iibmtx9s0nwa3KqViDQ3GypJmT6PddwHqpB0rJEi68+ay6fFIfina6eqXcESM7I6Ztrmdu+LEKvF0kpRD9btbZ79+5Qqh07dhwzZsz169fT0pRfT20R/f3792/Tpk18fGHfPUNDQz/44IMdO3bwfY1Dol+JUfv5dK4rT0PU2ofhG5XMbtR2rYFXOK39TqidhPRsNh4DjaVHWCIP1UpMnvOBpF9tNHoRQ6vwlJ7vDsv6RLFBoPMg1RGflj10j2wxNWxnbErmGujEkwD2w0kn7HlQueIWmsiepfNGI0s/LZ3uog1Y+MWwpZoG7DAvr2WzT1sHCpPi/GiVLrXhFprAPPN2WG9Y9imOxRH96enpYWFhGRncgxb0fUxMTEREBALxNzExUSzOZ1iEtoj+VatWNWrU6P79+wUNhJJIJJs2bSpyvTG1QqJfERRr5q8TBV3dPhxQKpjjTmyHzF/wUIJQG4ZeUay8QdzEJGt0+l1J8Y1MYV/w26w1uOwQwkOJEiISS9rLtREqNHXMjsgWSbboPWfDu0ftt8rMKcEwxbkX+epOe439eFC5EhKX9tMJ2agVqMkLNGikYK46vmKFatQBq0jNzuIVcA9NZAsFoL028iZvS+riYO5w0Blnn/KgMlAc0V86tEX0u7u7465jx459/vx5Xt2fnZ1taGjYsGHD3r17h4aG8lCNQ6JfkdD4dDZDqMsmYwf1DzM9mdvXBX1DYxgIdbMmdynoP689K8saKxogKSPnr2uuiCr7gk9jrEuHf3QKy/Hum01gAPBQ1YE6y8wnuquubFQM5NeTYjvszxFLesk99GOze1nOA/oZKHKL5GM7W67W3/TIm6rjfEHG7cldHmvqaQdROTVbWSLJ97mOO3cb+VH9oCYm5s6tOmahguGgahX9H3744YYNG87m0rlz55o1a/Kdt+G/KYrSiH4IfR0dnVq1ag0ePPjEiRM+Pj7p6ekikSgpKcnBwWH9+vVt27Z9//33L1++zH9QHpDoV8QpOJ59NPxmt4VnmNqH3ATGpraX2xhoZsgLAaFWMnLEY+R9581lA/oDyqu1LiZS6ZvjlgFsFZ4JR21pjHXpuO0ShgTE9tMJO9W67hEIjU9n03lRiW186F1M5wd+UdwaKcVkADWB9EH8W+jIxr8tuOyieac0FYLE9Jy/r/NZIuW70Ifgk+DH43aIFQ8lVEdcahargVut1lfJEmxqFf3Vi0eNGjX4b4qiNKIf4Annzp0LZV+7du3GjRt/9tlnzZo1+/TTTxs0aPDBBx/ANIExkJNTnuWVRL8ij9wj2EKD44/aBMSq3X1+WpZIcH+xUw3T7AhCwCs8qfc2Wd9q103GFeKDuO3L12y51l5bTc20dUkBLWf9Ay9Wvay646Em0S+RSHca+jIXqz8cswsqnnl20S6YReznE/ba4zr2TO5I8ckn7cMTaF3efAhPzIDIZnl3w6ncRiiAoNg0Fo3Wa/Rf0LB+NWD8nA8HHbLHErY9Dy0D6hP9fn5+y4oN/01RlFL0g5SUlGPHjnXs2LFp06Yff/xxvXr1oPih/keOHGlubi6RlPNnKRL9ipyyCmSt16//OWpgtKJILD1i/pJNlBmyx6JEI2IJokTcdA5lizSNOWjtXRE+KyVl5IyWOwnBC3Lc8qWWf5rQTsYf5V/nUbOpR/PLsAt43WOLbID1V5uM9Twji3MfYSWsDQ+9tWdshpFXFBuqNGL/E3ftnuleXvhFpzBTHJtneSfRd4f4JPWj5uTYV/Xo5q6dt+CyS0K6ChbMVp/oVwelF/2M1NRUe3v727dvX7ly5f79+56enllZWvFNk0S/IrqP+Ofdv6+7QnPwUHXyxD+2my6fkKSBWQRE1UQskeo+fs48JM4575SoihpcA6y5xychzL+kmlanSpGRLe4kd0uAfFerW4L0bPGkE7z3d/0DryIHxmRkiwbKl4VGZXvN8ZWaPkGUgucRyWzNxJ5bTMx96eNSPti8eM2ayHbrDMvdV+ZxSz4pbsxBK5oUp1qychdLaa4jW6NaJZZ51RL9WguJfgG0PX9ckXn/RUFH05WjtuV4FQnOdRnReo3BXmM/rWn+iEpFbEoWtD6KWavV+lv1nmuPzCocCC/EGVvfbWZ4U3goUTz8o1JQqyD1emw2eRaSwEPVw0V7Plznm90WEYlFDIzxDk/6ahP3iA8RyUO1gOTMHMQfEWu1Rv+mUyjVxnk5axPIMnr8EVseVH74RCYzxxswa30jaVKcKvGPThkkt8w7bzR64Kaa1RhI9GsFJPoFUjNFbFl41PgHTP15qJqBabH2nhcb4TPrnBN1ZxLqwDMsacQ+mX/YjusNVVWDa4DMHHHHDbJGHS+Ivqfq3cxXbgy9otiyDGMPWr+IUe8MpaSMHCa/kFNFLth02yWM+Xz89pC1X5QWjcaGyJ96mk+yUlXvZiVj6U0+i1f3UXnO4mXEp/G1gbFprMmuIjxyj2BD3YbuffLslWq6DEj0awUk+gXCEzJ+OCb7SN1xg5EmXYPffRbGFgcYssfSWc0dckTVxNg7iqnnHptNAtU/Q12F/H1d5rgTG9QGDyKKxzGLl2wkxqxzjlHqn6Gkc5ePxfrllEMhn5JwYEvuSLO5F53jUrVrMXJhHPM/N9y03K1tucCm2WDTBiM8SyTZZeTLPs6PO2xDRpqqwOu719iPzW+ccspBVf61SPSXgPT0dCMjo5N50NfX52e8jVgs9vX1vXHjxpkzZ+7fvx8aGlrQAmEk+gW8I5LZcrzdN5sYaLBGC4lLG7RL9h2t7VqDK09DKsrQC6KiIBJLDptz93bfHbYWlbfzgBIBc4XFvNcW0wya6V5sUIksvenOPiGuvOOhAQ85z0ISmOsbCHqfiAL9HadmiX6/IBtpBoNk0yNvbRuKfdsllJW3H4/bxaXSd9e3QCliPhyRxWHa4d3IwCuSDRXrtdXUNZTmXquGpIycxVefsZcUtYeqNAmJ/hKQmJi4a9euSQr06tWrevXqixcv5mcoAH1vYWExaNCgvn37jh8/vnv37hMmTHj5Mv/p7ST6BewCXrPpZf22mz1VhVfaYoJmb/4l7sti2S13NIr8AEGoAjTVcy84swK2Xd+Hh1YQXqdmCd5CrLVp/LeWg0yfdkY2WBH6bJ+Jvwa6EpIzcibnjrVYf9+Lh+bhZUwqW1ap43qjS9q31vLziCT2CBCRRU5OqGo4BcezxEFDmaUdFrh/dMq4w7LiBIPztFUgDyXKxovcl7SNvCOSh5YZdYv+zExVfs8speiXSCQZGSqoOKDj8TypCsydO/fdd9998uQJP0MB3HHgwIHfffcdhH5KSoq1tXWXLl1mz57ND78NiX4BA89I5khn8G7LADUPgVXi3rNwVpl+vcuivBY2JyorCenZzEM/NvuACuYhKjNHvOgKN4lX3fHkoURRBMelfScXQ502GF1zfMVD1YlIIj1lzWd59t9hHlPAkABYbv22yzzkQFXba5+/smyRuPVqWWd2cx09r3C1r89YsTiRu4T87HOOmnF0USRZIvFf11zZCB/8Q11mKsEu4DUb0A/LXIVvgfpEf1pa2tatW5s3b/7NN9+8eqWa6q40ot/S0rJXr14Q3Hv27MnOVuWHwpCQEIj1rl275uvm/+nTp3Xq1Llw4QLbFYlEy5cvr1mzZnx8Pr3XJPoF0DSyb5ej9ltp2KdhUkZOu3WyW2Mz84nmoQShChyDeP8cavCsnAo27FUskZ6zDWJj0/tvN9eehZy0HKegeOaIps82M0u/WB6qZlDSBu2U3bTjesPbzvms3CSVvrnh9KqN3KfQ4N2WsSna2MExNtf7+838HqEqM/fi/z4Yas+4rPN2wWxcGTLOh3z4lBmJVHrZIYRlNOxzFVp36hP91tbW8+bNi46OPnXq1Pz58wsazV4iSiz6xWJxjx49rKysYHZMnDgxNlZl1S6e59y5c/Xr17958yYPehtYPK1bt0Yq8P03b/7777+6des+fvyY7ytAop+BKuyYxUtW0H88bqf5Gk3ozvz3Bk1YJFTJLkM/VrRmn3PiQRUK+4C4XvIRPp02GNm8pBE+xULPg3+3HLLHUmMecuLTsuddcmku7yZfcsMtr4WWlSPeYeDLSuP0s09V0jarnJV3PFgMNz0sfwc12gPEH/tEg/y95axF/kx9o5K7b5YV9Y4bjPQ9I7WyTFUkssWS5bfc2Svwr0rdJ6hP9BsZGa1evTojI8PNzW3SpEkqWfS2xKIfd+3cufOzZ8+ioqImTJigQtGfkJDw66+/tm/fPj09/4WRYfF06dLFw8OD77958+DBg4YNGx47dozvo/LNyrpy5YqOjk7Tpk15UNUmI1u8Oddvw59Xn/FQDWLyPJrdvauucSp5jSBUx9iDvOfyrE0QD6pQvIpP/+WUzJFi6zX6+0z8eChRMNA9/9kEMecb3x22SdbIOoMA9z1jHci6XUfut/IMUx4YkJCe/Zt8vQhs+0201Mfipdxuzp9P2vMgQu5wguVs541GdgFaZHvDGpl0nK8Nt1XPh3z4lBFooeFy/87YHrlH8FBVoD7RHxQUNFfO6NGjr1+/zkPLRmmG9xgYGLRu3RrSf+3atSpcf9fV1bVFixabN2/m+3mYPXt2165dvbz+N5Xq0aNHjRo1OnToEN+Xfy5ITU2Nj4/v2LEjD6raJGXkCM4Bdxr68lAN8jo1q7+8HwUbuSQnVEVMciYbG9Nytb53wT5VtBk06qvveTJHNL9dcErO1JCErbhkiSTb9H1YZQKRrcmuz5cxKWwCSes1BnlX241IzPh6l2z8DzbrFxoadFRSXF8lsBh22mAkoXVeczF9Ht1GPvwVivB5hHaNojmdO5lk3GEbzSylX4l5FZfOmgz8TVRpYqpP9EskElzZzs4O6j8nRzVxLuVE3qSkpNDQUJFIlR230O5NmjRxcXHh+3lYvnx5hw4dHB0d+f6bNzB96tevf+XKFb6vAA3vYcSkZE07w5dlUeF09eID8/rf3HVPFlxy0c4P30SF474bnyM+cr9VVHJFnSN+wykUCow9hUcYOeYrgoS0bOZxD9t2A412YaDimpc78nvhZRclV/fuoYkt5MZbqzX6Wmu8xaRksoVTsIXQOtC5HLN8yVZXmHH2qbb5NQpPSGeLT1fcrg3tQRjQ//1hGx6kItQn+tVBKUW/yoER07t3719++aWQtLt7927jxo3v3bvHdmEDbd26tVatWr6++dT+JPoZYQnpwrIjT/zLoQtKIpVez53i1mcbeYsjVMOK3NGZFXqxIb+olP47ZO50O24wuucaThZx4YQnZvwoX2cQ222XMB6qKSz9Ytitu+ka+0e/NZ3gnG0wO/T9ERXrCRWSmJ4z7jAfEUcfXRmw5ZbedGNf25bfdte2+fSI3k8nuLvY3UY0ArBM/CZfRgPbNlX7dybRXxrMzc0//vjjEydOKM5UEIvFERERCQl8MdeYmJjWrVv/8ccfycmyb3DBwcEjR44cNGgQTmMnKEKinxEQm9pzi2wyEDb8z0M1y7OQhMG7LRGBjhsM7xe1lD1BFElqpmiM3JRtoaN30ipAVGHHKmSLJL+c4o36lsfPaZWuwnkRk8rmXGJz1/iKRZk54mF7+ZjgQ+YveKicP3LdFahcT6gQKFrhO8kuUpBykjJypp6WfQlvtVp/v4m/Flrd522DWJZ9s9tCezwLVTjSs8Xsmyo2U1U7EiTRXxpGjBjRuXNnH5+3aszo6OgGDRoIC3XBHoBVUK9evfHjx2/atGnAgAFNmzbN16M/INHP8AxLYt+dsaHR4qGaJS4t+3f5IkotdPRX3fGgmosoI26hCX22ycRf980mJs8rtivY45bcR/iPx+1UtSx8ZcUlJF6ozcqlU/ZkrkN3FD9xbv+UVCplXpiwWfjGsEAtBBbmHiPu8OrX/57y0KqNX1TKGLk/gK82Gt921vS3o+LwMia14wbZPOPmOnpur2gEYCkR/Dv33mqq8t5PEv0lJiIiolOnTsuWLVMa8B0bGwtLYM2aNXxf7pzn1q1b3377bbdu3aZOnWpjY5NvNz8g0c8w8ebOc/ptN+NBGge5us/Yn41NnHTcLiQuf+9MBFFMrj19xbptxh6y9q3gHqz9o1PY9LJ26wzIG3fh3HQOZbXZ0L2WPEizvIpL77pJtrgPNpPnUSww+HUaC+mw3jBai6eXoB6+6RTKCpv2LD1bvlj5x7JvR/j7VPuWVAPxadnT5UtQY9uh2XkslYnD5i9YGiIxC1pfr9SQ6NcKSPQz/sv9ODj1tAMPKg9sXrxmLod7bjE11+LOMEL7yRFLNjz0ZtqlEji9kUilI/fzWTe03n7hbNHj3oeXlNOiH6lZor+ucWdov19wEsnX97nu9IqFTDxqm6LdpdHCN4atSIp6+GU5jfbUKmBGwlRDggzf9yRcK+ebZYsk+0382ayD7w7bkNvrUiCWSH/9z5G9pLqPn2dkq9jcVZPol0qlL1++VBzxXiSZmZnh4eGF+/kpseh3cXFJSSnZkiiBgYF+fpoeQUiin7Ep10n/2nvludQ/2kKmbKDVYHOrcDE8oqoRnZw565ysBm+1Wn+HgW8lmPx6wNSfvaQ/nbDjQUR+zMxtuc/Zls/KDLDQIBOZW/feW02Zh8d/bnDvZDp3PctrCGUxcQtNZNMSvtpobFblO1/QDOHVay7Pu8kn7bW2VTL2jhK6zOwDtPFzhJYTnpDBij3e3KtPX6m8yVCT6Id2HzRo0L59+yIjizXt3t3d/Z9//lm6dKkwDzZfSiz658yZ07Zt26tXr2ZkFG0WI66rV69u2LDh+fPneZCmINHPEBYYP2tdzgsYCb10M84+TUwvZX8Y6uWEtOyw+HS/qBSXkAQrv1h9z8hbzqHnbYNhS0ACrrvvhTZ43kXnlbc9vMLJx1klxCMscehe2bzwDusNK4cTEr+oZNaT13K1vso/PVcmhFm8LiHxPEjjQOizUeBt1xoctwxAjSR46L9oH6zkv1/beBWf/vNJ2cRxqJ/yMpy0h+SMHMGd9Nr7/1v/R9sIfJ064agtItl6jQGsFB5KFBtLvxg262bgTnNbNax9ribRLxaLf/7559q1azdp0mTu3Lk2Njb5qu64uDgI8mHDhtWrV69x48Z79+7NzCxskGGJRb+RkdGAAQNw9ebNm69YscLMzMzf3//Vq1fQ99HR0eHh4cHBwV5eXjdv3pwyZUqDBg2aNm2Kf3AC/72mINHPEPx1mvmUc7+O66sENgmv0wYja/9Yz/Ckp0FxFn4xeh6RN6Ha7YKPWbzcY+yn++j5yjsef15z/e2C0y+nHMYfsRm+70n/HWZddY3brNFnvTLF3Gadc6y4HtyJfIGkMvCKhN5C/nbfbBKWUBnmh0B8jD3EfSleciiHxTQqBAnp2SyJWq/RL8dRNJk54qW33JmRNue8k31AXDd5L+xXm4xRm/GTtBWk20K5oyGYlxsfeleCr2RlITIp86cT3APsVUdNS5TiI5JIV9z2YAMa515wjkvN5geIYoAyfsoqsN06WZMx8ZhtaLzqmwz1jenPzs6+d+/eoEGDoPvfe++9unXr9u/ff9KkSb///vusWbPGjRvXqVMnhNesWfOLL75AuJtb0eMeSzOmPzk5+dSpUz/88MNnn332zjvvIDY9e/YcOnTomDFjEDlEok6dOgjv3LnzvHnzDAwMSjQmSVWQ6AcSqVRYjSWwvEdwouYaukfWQYutxWrZX3VvaIZttHV1TKJ05IhlI1xZ/k44als5FhbNEkmgwNhDTT/zlFZLzRfrF7EsiYbvfVK+IzHuu4WzeeT9d5jr3PXouF72/6gDVtr/aREtAkoak48LLrtom1t6DRMQm9pX7gQMm5vGPcCWiPuu4Wzuwde7LFxCChu8QSiRni1eeccDSdd8ld7iq8/UUXWoeyJvamrq48ePly1bBpUPZQt937Bhw8aNG7do0aJPnz6//PLL9u3bnZ2dlRzhFEQpJ/Li6jExMVZWVkeOHIHBAeOjTZs2zZo1g+IfPnz4P//8c+XKFVdX15KO/lchJPrB69Qs1jWO+kIb5jsKY5dLvbVcrd9xg2GPzSYDd5qj7R932GbSCbsZZ5/Ou+j81zVXvNsbHnrvMPBlwz+w6T7y5vcmKgWowYUpWftMKsmXbtTVD1zD2eeLXltMabXUfDlq8ZLlO1728l2ZAfXqN/IhPVDP3TebsPVcZ51zjKkI3xXP2gS1l89J+PmkvTp6PSsQDoFxLO/arDHQcvsHRYsNUGm1Wv+KQ4iWjyLTKl7Fp7O1UJB0xy0DeKhKUbfoZ4hEosjISDc3NxsbGzMzM3Nzczs7u+fPnyckJJSoY72Uol9ALBZnZmbCEElOTk5KSsLftLS07OzsYtoc6oNEP3AO4b5ph+yxhFrioeUHaq4fjtmyL+N4A7tsMh6ww3zkfquJx2wh3Bdedll2y33jQ+/dRn54OS/aB999FmbsHWX78rV7aOLLmNTIpIyE9OykjBwYMCmZotQsEWpqPFcGthxxZo44SyTJFklgygv+NHpsMS3fTkFCtSSmZ3fV5YvNub6qPD1eKOEwYvFQsM9R7HkoocD8S3x60g4Dn3IXPVtzZyixDXXa6nueFWIFEpPn0ah4Eefh+55ofoEzreKCHV9H+bvD1jxIW0HB+vsan36w6MozWsWv+Dx7ldBXPheo3TpD+wC1SHPNiH5VUVbRr7WQ6Ae3XMJYNTHltIOWuJUQSaSpmSJERq1mYVaOpOcWvlyO5pfrJ9SHTe4Yj666xhV3Id68xKVmszn3LXT011QQ+ahJoPIH7jRnWX/TKbTcOzpfRKewhUfY1n6d4VmbijEv1jcqpbe8z7j7ZpMq7j15xW3ZqA9sGx5q7yxeASv/GPbdvruusTYvB6FVoJ546B7O+hnRZCRnqGW8A4l+rYBEP9idu/7iPzfcskVVq8N74yM+SHrMQessEfWLVBJ0c7N14WUXHlQpgKjdY+zHdOTkU/ba6TK8HIlJzmKDUvDX5oVWtK8zzvIlk7BBQFv7V4zpQ6lZom92y8YmtVytf8NJ9e4LKxDf5s6ef+gWwYO0GLRiA3ZwuxcZx0OJQhFLpFse849ys8458lBVQ6JfKyDRDxZdecaK+05D38rULVocbF7EsknMLXT01fRRj9AwUun/5oJfrnRebsx8orvJF07qv0MtfuUqNE+D4tich693WXiGacV8WX3PSFYUsUGNRSVVmM7XGbkrvO419qtqnUEC6dnitnKPLs119F5VkLkNm3NX3Zl0wq7cR1BXCFC8fzzOHTRdsAvmoaqGRL9WQKIfjJX7k5YVd613IK1yIhIzhNXLV97x4KFERSY0Pp19qIX+84mUrYtUmYhPyx60k00PlbVPNFdPkWuOr1qvkc25nHTcLvi1Vkx0jkrOHJbrMACxqkDZtU3Ph0X7r2uuqVXVgc+zVwksEfptN1P5Eq1qwiUkgc08bqGjH0zT/YtBYnp2G3lnAbZX8epKMRL9WgGJfti4rOMQFYShVxQPrTKIJNKDpv6t5FXk6IPWQdohFIiycMMplFXf3x2yrkAdq8UHIow94JIbrrTeviLb9H1QjyFlFl15BuuIh5YrGTni7fo+MEWgw45avOShFYH7ruGsmI0/aqslial5zlgHskSY+Z9jRfncEZ2c+f0RGxbtYxWqyJUXUD4sub7eZcGD1ACJfq2ARH9YQjob39Jlk3HVHC1gH/B6gHzy31cbjW85l//kP6IsIPv+vs418fJb7imVURPreUSwB0QTFZlEw/o5MOAXXHZpLve0vfGhd7bW+OMKiEmF7t9u4JOQXpGk84voVFbMum82iayMxnNxWCRfpAzblsfPK8rYV9iZW/Ses+m8k07YpWdTv0ARLL/F52ovv+3Og9QAiX6tgES/c3C8sJyHlq88oibSskQz5ZPtUEvinVfTzH1CMySmZ4/aL1teuuVq/TPWgZXSv01SRk5H+TuLZ3yi9cu7aozY1KyfTso8bbdda3DiiVo8bZeabJGkwhVFxLmjfHGx5jp6bpXI723xQZYJzqCuO1aY2cyI5iP3COZxtc82M2dapatQkMt9tmnCiR+Jfq2ARP9jj8h2cn8X447YvIgut1XSypdLDiHsnYfl4xdVRROhcuAUHI92DlnZa4upmU80D610MMed2NbdrwBuBDXD84jkUQdk9l43XeMK4WhF+5lw1JYVs2tPq6IfmND4dLamMowfLXEGVUzQlH93WDbCBwawmpaaqjSgxWeFHHntHaHG2f8aFv0SiSQmJiY1NZXvlxAViP7k5GQ/Pz9bW1tDQ0MWgjiFhYVFRUWV4wRzEv1nbYKYB8AZZ59GVFUPgLEpWexzB7YrTyubv5cqxSX7YNYL/t0hG//Ka8TefcbX1ui/3YzWlWM88Y/tJ19ep/8Oc+fgeB5KlIG19zxZMVt735MHVSUsfGNYj9jQvZZe4VrhDKqYoE5Yct2N+TNYdOVZxRpXpmEu53b5wcRVqxNkzYj+nJwcBweHyZMn16xZs0aNGgcPHkQgNLaNjc3UqVM9PYv7IpdV9Pv7+y9cuPDzzz9/9913EQ8WmJWVNWvWrGnTppXjJw8S/Vv1fNhM/8VXnyVW4ZEtq3Obt59O2JFHlApKtkiy7r5XC3lTN/eis5avmV8WwhIy2Px7bC70+V7OLedQZroP3/ekyvZfqJZrjnzN8olHbXlQVeKUVSDrEZt62iEsoWL46xS46RzKnI3CYvEIq9JrKheC4hywFbc91DoHTAOin4l7yNoOHTpMmTLl//7v/w4cOMAOeXh4dOvWTUdHh+0WSZlEf1xc3IgRI+rWrbto0aJ+/fq98847/MCbN3v37v3000+NjIz4vsap4qIfRQQlns34WXPPsyp3GQbEpraR1++o5amKrKBA6s0464hMbLVaf4+RHw+tjKBxmn1O9qTYtug956FVGLFEetTiJeva/PGYLX39UAnuYYmsjMGaqmpJCjm44rY7K1H/3nSrcE5LURl2lfcLoEW77RJKPVn5Ep+WzRZfQ5MBG0+tqaQB0Z+TkzN79uyOHTtCVEdERNSvX18Q/UlJSdOmTevZsyfbLZIyif6zZ8/WrFlz06ZNiNCcOXMURX9YWBgO7du3j+9rnCou+lGRzZJLh5YQScaVWSQVCV72mXK9iG3JdVceSlQo3EIT2TKi7dcbmjyvtAP6gUgsPWb5khXXoXstK4ozQfWBqkz4WLf0phpdcFQpopIzu23mH5RexJRycHAFJTkzh/UgoHHcbeRb4TQz4jv/Ep/5s+S6W1aVryLyxSkoni1g3GurqbqbDA2I/oyMjM8++2z16tVZWVmpqamKoh8sXbq0bt26fKcoyiT6Fy1a9P7778fFxeH/3377TVH0gzp16qxZs4bvaJwqLvojEjMmnZD5u+iw3vC82haiqyjcdHrFRjq1W2dAwwMqHGjk9Dwi2dpM3TebRCdXcieD5r7RrCevm64JjfCJTcma9R832k9qmeueiktCWrYwl/e+WzgPrRq8jEllc2E7bzS64VQh5zFDxbK8673VNC41i4cSuaDJuPr0FZurPeagtbrngGlA9Kenp9esWZON41cS/VKpdMWKFTjKdoukTKJ/5syZwp2URL9IJCLRX474RCajrKPEQz089qjq/i78opKH7XuC1Giho3/aOpCHEhUEkVi6y9CXNXI/n7Cv9F+zIUqYIGu71oBk7qv49JH7ZS8vNgtfcmOqGlKzRH/ljnjepu/DQ6sGti/5+i19tpnZBZTbtMOykJEtFpxRPqhiNltxSM7IWXbLnc0Bm33OUd0LGmimp79x48ZbtmyBtFYS/cnJyYhAixYt2G6RlEn0L1my5P3334+JkVXESqLfzs6uVq1aih8gNEwVF/0OgXFf75INh0C9hv95aFUFLdyqO3yRjulnniamk8P+ikRGjnjqaQeWfVVhHUo87783ZA46sP159VmFG3OsWnwjk1mPHbbwBPpMpxqyRZJ9Jv4sVaedceChVYO7z8I7rJeVqCF7LCvcLF6Btff5mDfUjTyIyAWap/dWmVHUUj6gn4eqDQ2I/uzs7JEjR44bNy4qKkpR9EulUjMzMyj+WbNmsTOLpEyi/9KlSzVr1ty5cyf+VxT9KSkpPXr0aNasmbm5OQvRPFVc9Bt5R3XfbIJCP2iXxYsY8k8v84TI1jTpv8Pc+kUsDyUqAjDSOm7gflchAXlopeacbVB7uUvB7w7bVPH1JSx8Y1jWf7XRmOYsqgqk4y3nUNYVOnCnedVZ21UkkR4x53Nmxh+xqbhr/NkFvGZzkVvo6NOYVUUkEqmwEG/PzSZJ6nddWKTo9/Hx6d+/f+3atfX19XmQAosXL8ah5cuXZ2YWOHIV4v7KlSsffvjhn3/+GR0dzUR/VlbWxYsXP//88zp16jg4FNf2K5Poh8ExePDghg0b7tu3DyYIRL+7u/uNGzcGDBjw7rvvzpw5E9YJP1XjVHHRL/PqtVbmsmb4vifkyheExqePlc/lh+m/z9iffIBUIMx8+ADWPttMUffx0EqNR1hizy2ynqqvNhkbekfx0CrJiScBLPennX7KgwhVAGuKdQz12mpadQzLlEzRittcEa6648FDKyDhiRlj5SN4sZ2xDuKhhHxsMxM/aOtvOIXyUHVSuOhPSUn5999/Ic2rV6/+8OFDHipHIpHcvXu3QYMGEPF//fVXRkZhxlt8fPyyZcugt99//32IbfwDU6FGjRpNmjTZuXNn4b9VpEyiH/j7+//000/16tVjfvoRD8QGDwDFHxqqieQuiKos+sUS6cknAcxf54SjtjB8+YEqDMTixoferIqcfNKeukYqEILzliXX3XhQZSczR/z9EdlcQ2z7TPyrsg+ff264sXTYYVC1hp6rG/fQxOHymU5dNhlXbo9YisQkZ/1yio8VvGhfgZdrTMsWrX/gxR5k6mkH1Bj8QNUmSySZcfYpS5YfjtlmiTSRLIWL/lu3bo0cOXLFihUQyUqi38vLa9CgQadPn+7atWuRoh8kJiZeunRp1qxZQ4cO7dev35AhQ+bMmYPrp5Zkdd6yin4QHR19//79VatWTZGzevXqx48fwyjhh8uJqiz68f5v1fNh5X7RlWc8tMqDRo6lSft1hlb+NMKnYgCTtb/c8xq2W87l2Y+gYfYY+bGnnnbmqQa+UGstzNk2Nj2PSB5EqILQhPTJJ2Ue3tqtMzxrU1W6ioPj0tjqzthcXlVg11hSqWzMaueNsskJqCHRuvEDVRtDryjBU5+ep4ZqjEJEf1hYWJ8+fU6cOHH+/Hkl0Q8F/+eff86fPz87O7tI0S+RSGAhRERE4J/k5OSgoCA/P7/AwED8z88oNmUS/b6+vjY2NikpKVKpVCwW58jBP9rwCb4qi/7kjByhe6yqeWYoBJRKofdUpyJ/2K1SvIhOZVnWYb1hlRrd7hWexB98nSH0GQ+tYogl0jbyL/XYXsWl8VBCFaRlixZeeYaEbaGjv+GBFw+t7Li+SmDfwFvo6GVkV+zecZmPvgNWeJb2MrONvNLJPHb8LLdjsc0+5xSjKefO06ZN69u378CBA+fNmxcS8r/PRxDDw4cPHz9+fGZm5pUrV5RE/6NHj3r37u3hIZMiRYr+9PT0Dz/8cPv27bgmDyotZRL9U6ZMef/999PStLEursqi/3VqlvCF61JF/oKpch57RLDJT103GVfl3tMKxEX7YFaSJx6zjUqq5B76FZFKpYN28U8cVx2r6FvsF5XMUqDnFpOKLtG0kE0PvVvqyLpFF152ScmsEvXhlachrESNOWjFgyosWSLxoisurEX7+5prctVu0SRS6X3X8G66smkqnTca3XQK1Vjvc749/Tk5OQcOHPjiiy9evpR5nFMS/ZGRkb169Tpy5IhIJJtDX6Tox6FGjRodOnSI75eBMon+xYsX161bt+yWhzqoyqI/IjFjtLwDAJulH3m2/h/p2SK2sCu2/6rMF+2KC2pttGosv3TuelY155XCID3Y8DyoinHbOZSlwE8n7GnlUZVzzja4ndxJ1M8n7UPiqsTXJJ27fBbvmnuePKgic9khhH0KG7nf6nlElfBsVhCxKVnzLzmzzzhTTztosocoX9FvZ2fXu3fvW7dusV1F0Z+amvrjjz/+9NNPwq+KFP3Z2dnDhw9ftmxZenpZ39Myif5Lly7Vrl3b3t6e72sTVVn0B8elMdcf2F5WsSXWC0cile404Ms8DdltSZOftJzXqVlozJBZrdfon7MNqmoeGx2D4plTxfbrDJEUPLQqsT538v2K2x7kcUvlmPvGfCV3ZDxsr6Vb1RgULozwvPMsjAdVZF7Fp7Nh/ZD+D9zCq1gF+RYmz6NZUrRcrX/bJUyTSZFX9Eskkr1799aqVWvEiBFj5UDWV69evUePHn///Tek//vvv9+2bVt2CHz00UdffvnlqFGjCpLTUqn0+vXr+PmdO3d4UGkpk+jPyckZM2YMHsbHR+sGjldl0e8bmdxC/tEWWxbp2rd5GhjHHPa3XmOANo+HElqJXcDrPttks+7w16LqfbOKTcmCGmMv8h2XyqBRSsoPx2QrE2M78SSAnPSrnJcxqax7qKuucVWoDHNEktZreMsYFFsZusPwSvz6Hx/Ku+K2e5U1jFE3zMwd0jxi3xMNp0O+ov/x48ezFfj6669r1KgxbNgwXV1dGxub3377jR+QU79+/Q4dOuA6rq6u/BJvA7GNH+IiH374Yd++fZcvX75169Ztb8NPLYoyif5Tp07NmjULkahXr97w4cPxGPPe5vbt2/xUjVOVRb+5L/dr3ne7GQ8icolKypx1zhGJ01xHb/ktDxF1H2ox52yDO6yXDT8Yd8QmoFI00iUiPVu0Mten+PxLLlVN9WZki7vK7fMWOvr6npEk+VVOZo6YLdzeQkfvhtOrSl++BAdufbaaVZqxgo89IthD9d9uVmUnqln68SX82q41sHmpPNJG3eQ7vEeJvBN5FSnOmP66CkBy54WfWhRlEv1//PHHl4VSfOND5VRl0X/Bjs99nHKKFuhWRr4i4wu2eMeYA1ZVfLlTbQaKZM09T9hmzeWStwqOxYLKv/r0VZs1srI6YId5ZFWaxwzwbjKTr8dmk6dB5ewDurLyq7wHBNtuI79KvxzEOdsg9rDTzzzNqCz1CayXnltks1exGVfJhfwS03PYKFBsaCk07z1SA6JfJBKdOnXqdKHwU4uiTKI/ICDAqVDKcX2uqiz6tzx+zl4AnbvkmDIfnEMSBu6U+UXpuN7ommPl79+qoIQlZEw7I/ti22q1/kGzFzy0iuEYFM/6Yr/aaKyvKbfTWoKhV1TbdTKDZ/QBK9+oKj1JUX3sMuRznP64+iytsk+U/+u6K3vYjQ+9K9NImOW33dlzzT7nxIOqEkIvZzddE5sXmu7mB8UR/ZGRkSYmJjEx+Q+is7Oz8/X1lUg0USbLJPq1maos+udfcmbvwEkr8t2bD6jup5/hizIuueGWSL47tRLXV4nMNmu3zvCJfxWdfRGdnDldbvk0l68kHfy6CvmqP275spV8BPaMs09pCW01oecZyWrC7w5bJ6Zn89DKiFQqZfYztssOIZVpsJwwuKW5jl5sFZvxH5mU+d1hPjn7n3JqzYsj+rWHyiv627R5U61a1dxe16w366dNeu0GKYXTprh5Nm01+rejrp+2UwqnTXu2i92//f7X/UqBVXC7+dXIrxec3T9wWsKHdZQOVe5t7chF03/ZohRIm2q38I8a4S1z/qyDUnjl28TVawyde/J+xyFK4ZVg82/4xdg5h59+3kkpvCps+u0Gtl96x71puUm+Gf/3f+oW/TBZA4qCn1oUZRL9z5490yuUcvTqU5VFf2SdhlOmbLNu3l0pnDbFLfudd2f+rHum90RRjXeUDtGmDVvWO++tH7kQm1J4Fdyk1aoZtBvw87SdEMFRtRsoHa3E24SZezcPm6sUSJtqt9c166G9MGndVym88m0hdZv2/ePCs8rY0YPa8u/vV/z77b9K4ZV+Q+md/suWNaP+kFarrnRIY5sGRH9mZmbPPPTKhf3PTy2KMon+hQsXNmvW7LO3QQgD/2/ZsoWfqnGqsugPqffJj9N3P/u0vVI4bYqbpHr1Cz2+m/vjOtQaSoe0asup8a79F1+F1m2iFF7pN9iuMydvpg9WbBPXqOH8WYdpv2xFCxdY/zOlo5VyS3vvg25/X7vRZaRSOG2q3ZL/r9bi8Ssvdf9WUr2G0qFKtt3vMHjIvFNxNesqhVeODW8K3pfED2orhVfiDUL/TqdhI387FlOrvtIhTW4aEP1ZWVmj8vD11183bNjw/fff79q1K3b5qUVRJtF/5MiRX99m+vTp/fv3//DDDxs0aIDd69ev81OLwsbGZvTo0XiATz75ZNy4cc7OzvyAAmlpaTAk8IQCuIufnx8//DayMf3Z2VVwe/YyutWKB81XPh620zQ1JV3pKG3CFhOX0k7nMRKq9YoHjn6RSke1ZPMMjG29/EHLFQ9brXg447i10tFKvCUmprZf9Qi5gwcPjUpUOloFN3Fm1h2HoG7y1WeQJu1WPtz50CM7PVPptEqzubyIHr5T5pOkj66RpWeY0lHaVLhtuefWYuWjlise6Vx3UTpUmbZ1N5+1Xvmo+arH/152SkmubC2jV1Ds6D2yGVBd1updsXqhdLRSblLo4F2mKLdoJuadsVM6qsltxrRpGhjTL8qPlJSUxYsXDxs2LCysuAu5qGVMPyQ7NHcxVwzGOdu3b69Xr94vv/xy4MCBvXv3zp07N1/HRkz0z549+2wuly5dSkpK4offpspO5L3zLIxNapl8yj49m1bmKhCRWDovd8bz/IvOWjivKy71f2szYWu+Ss83sqr4MNH34PMLv95loXkXbNqJWCK97xo+eDefjIht+S338IT0Spk8hl5R3TfLRP+gXRa+5FdXndxyDmXF6dtD1jyo0pGaJZp9zgnP2FJHf7u+T+V7ZdDWz73ojDYCz7jslnulWYWgEM7bcQesnTcYBcaWp4eD8p3IGxoaOmbMmDVr1vD9olDXRF4rK6tPP/1UX1+f7xfM48ePP//882PHjuXk/G/adb6uiyD6v/zyS2h9vl8oVVb07zX2Y2/C39ddq6Br8+KDev+OS1gbucP+ThuMXsZo19pP2WLJHiM/VokLW6VsrvLl3xvcCd3KO+R29n8g9+0DXk8+aS8UjBlnnzoHJ0gklapY4DEv2gcz1z2j9lslk38tdeIRlshWcG+3zjAju3KKRYjC8Udkqzt33GB05WkID61c/GcTxF6ZsQet/aMruZ0clpDee6tsMWlsGx5489ByonxFP9TykiVLWrduzfeLQl2iXywW16tXr8gx/dDxf//9d8+ePTMyMiwtLW/fvu3i4sKP5QEnwzxYvnz5rVu3Hjx4EBQUVEgXYJUV/X9ee8behG36PlV2Ue5i4heVgvoRadVytf4Rc+3yBO8QGJe7WKZ+h3WGrFVGuxWWUPl9F6Lc9pD38mJ74BrOQ4lcYKAuvvoMhZYVj7GHrJ/4x1YmF4RZIslOA+4//tf/HKuIoVteRCRmCPrJO6JyfktEdTpIXp322mJqXR6u3DVAYGxq+3WyxezarjUw9KrMK1hD+O3MXV8C2er6KpEfKCfKV/SLRKI//vijVq1afL8o1CX6ExIS3nnnnSK/OISFhY0ePXrixIndunXD+TVq1MDfkSNH5jtoB6K/cePGOIfx0UcfbdiwAYH88NtUWdE/Ltdn7TnbIHHl6v9TOZk54tX3PFly/XLKIT5NW9xUJ2XkLL3lxiL2zW6L/Sb+fbaZ4f+um4wfuFV+EewVnsSe/auNRn60KlN+JKZnL73pxnQ/ts4bjSz9Ks9SBokZOX9d4+sobdUrNxdwVYS4tOwfj9ux1L7lXG7raaqVh+4RnTbI5sN8vcviVXzRo44rKD+ftGf5uO6+VyVu/X0jU4QleDc88Cr3xZXLV/S7urp27ty5Q4cOfL8oyiT6Ic1j8hAeHu7l5fXTTz/VrVv3zJkz/NQCCAoKGjRoEBT8999/7+vrGxsbu2vXrg8++GD+/PnZ2coKLCcn586dO8HBwenp6X5+fgsWLKhXr96xY8f4YTmZmZnHjx///fffGzZsyIOqEtkicS95n00LHf3HHlVr/c7S8cg9opuurFO57zYzC19tkU0GXlEd5U0UtoOm/glp2bBJ2K7OXc9KP17zjHUge9ifTthFJmXyUOJt0rNFW/Weww5kadVqtT7SLTG9MoyEiUrK/J8MdSnuBDWidKA++ecG72LQfVTOIyXUAeTviScB7AHHHbapxB/A77jwGX2wbSrr+srZIslBM382LnfgTnP7gDh+oPzQgOiH+l2Xh1WrVk2fPr1JkyYfffTRkSNH+KlFUSbRv2/fvkl5GDt2bKtWrd55553x48e/evWKn1oAUPCDBw9GjKOioliISCT6+uuvu3XrVpBbHoHQ0NDRo0cXZN9UzZ7+sIT0rroyEfDVJmMr/1geShRMVHLmt4f4CJ/dhr5ZWjALIj4tm0UJ24QjtgnyZTLP2HAdPGSPpV+lntcokUrnXeQTrNfe96qsTZdKgJq5+jRk8B4+27vDesOND70rweK1Qa/T+m6XfdrC5hGWv6sGQlVkiyX7TfxZav9yyr7yDaZCHaJzl3/RXXrLnYdWRpIycrrJBQC2J5Xo058iL2JSx8gH5WJbecdDG5psDYj+jIyMevXq1X+bjz/+uFmzZpDQe/bsSU4u7ifxMon+efPmNX2bTz75pEWLFkOGDNm5c2dgYCA/r2Cio6N/+OEHpSkIf/31V9u2bR0cHPh+AWRnZ8+dO/eDDz7g+29TNUW/S0hCZ7lTv0G7LPA/DyUKBi3cDgMfVoNMPGpb7oJJKpWuuefJpmkiK70iuOKJTs5sJ+/bgHFyyb5yTkRjRCVlsk+3bdYaXLALJtc9hZMjllj4xow8wD92t19nOPeic0xyxV6K3/VVAhu5hL9k9akbvGE3nUNby+eAfrPbAsKRH6gsvE7Nmnaafyk9ZxvEQyspf1/n4+IWXi5wemSF5qjFS1Y5tFqjryX9XxoQ/RKJxNbW1i4Pzs7OQUFBWVklqPDLJPrRHiMqeUF4MZvqnJycVatW1alTR3Ewz+jRo7t06fL8+XO+XwAwGCZMmNCyZUu+/zZVU/QbeEZ1WC+byvPtYevK3R+sQgJiUlkt2VxHr9w/j1j7xzIPDNj2GfspvkZCZ9UPx2x5UGUEKdBnm2yIWr/tZk/oa1XxCIhNZdO+2TZgh3lIXAUeuHw7d5TCiH1PeBChTmA39twiXxVhm1nlm8sblpA+YKfMhz02p+B4HlpJMfKKYk/aQkevcgz2UyQ9W9RVPhwXm/YMRSvfMf0lpUyiH5K9EAsDOl4kKrqTxsLCok2bNr/++quXl5e/v/+5c+feeeedRYsW4ecZGRmXL1+2t7dnZ1paWuJkX1/fwMBAnLx+/frGjRvv3LmTHVWiaor+87bBbeX9wVNPO1QFNy+qYvqZp6we+euaKw8qD2JSsqae4T1SE47aBsa+5UUUxkk7uXMGGCduoeXsr0BNwMY5ax3EfFB8f8QmJK48vS9XLF6nZP12wYmVEGzf7LYw84nOElXI4ctb9fjHt39uuPEgQp14hCWO3P8ECd5lk7GhFx9qW2nA07G+4dZrDFIyK/mHo6DXaUNyx/vdrFzTsiVSKYQ+e7S+28zYwFdtQAOiXywW3717NyAggO+/zfPnz3GU7xRFmUT/pUuXNm7cyHfyoKur+/jxY75TMBD3uE6/fv169OiBv506dVqwYEFIiGwAQ2RkZPXq1WfPns3OPHXqFM4ZOHDgN99801MO7h4fn7/hXjVF/04D31by2m3hZRfteSW0HwvfGOYTs/NGo/Ia4ZMtkpy1CWIuJr7aZHzlaYjobfcL2Jl9zpFVefMvuRTzY1rFIj1brHNXNroJG8ow0oQfIIpBbErW5sfPUXhYIfl6lwVKUUWctvj/7Z0HWFRH18djiT1qLImJJgGxYIldY03UqEmMn0aTqNHYY4ktRqMCoghiV+zYCyp2sbH03qX33jtIh122+53dGfZFQNrCcnc5v+c+PDszdwt37p35n5kzZ5Zdo0b4dVcVd8ZgCKl5nIXSwC9gNF52rlpYKC8PvenuY7NOOdMs1aWQw9/+kG5ysu62jyqtWg5JLSD9I5hw5x1imNP/KUD0s9nsdu3aGRsb0/S7gBJ+n6N7ZeQS/QsXLvz0009pohKff/75zp07aaJawIiJiYlxd3d3dnYOCAiQrUgAe8DR0TEiIoIk8/LygoKC4DQnJyc3NzfIr2bH32Yo+kEF/vsgQE1L8rTvehKkwjEKGpxiruCH09Qr+pRt0wTsj8kqniEdbINj1U3v/KpsNjP/VDJkpbnXMloVt19JzmWTOEWkWae5SK0pYPOuusT115FM98ExQt/G0DxM6cb7iX8XHN7xKu6MwRA4fOH6O75wwdW1WHufh6jSng+A7rMQcjvtbgY7/UHd3fZIIJOlU487qswuXTyBaOfjQLLa7aczzPJebnLRr6ur2759e5qoiUYU/T169Ni9ezdNKJxmKPpLuILVt6Q7jWuzjlhSSwmpDUKRGLQ+6RjGGto2SdxfWc8ER9h73GrBMCC7iYFpZ2QTRXNVCP+kvG+kOxIM2GPhEas0XpJMwzEya6Au1f1w/H3XV4k2tc0t4ZGf3U+HVaXpizQG+i/DyIDC+tu+KraWd955yV68cDzwVs1dCCrgl5hHPHyG6lmpzL/sFU+3V9PQZkHfV2EavGlpWtFfWlq6Zs2anj170nRN1Ef0FxYWJkiZM2cOKHvyujyxsbGWlpYdOnQ4evQofY/CaYaiPz2fTtGClY/T4nXFKy5nzAHJ+CLITXOFb3HgGv2G+GVBv3va9r1qns0T6r0IJZ5I8y+4ZRUpd5CWCkAr/jwgVV06VTVC36awVNVWoSkSz7ic2WdciIyDv2tNfCIzipRi/NYpMgt+MxwzjJxKeBi6R0GYuCeQBSG/GrsnvFGdtTRcvpAMe0OzGZHeLHb6K+YKVpQ5gmo/DYZegxYoLfAv7H9JOz5oFsIYVo+NJ/qzsrIOHTq0atWqZcuWtW7desKECfC6PCtXrvz+++87d+4Mv4G+pybqI/ofPXo0Tcqnn37atm1b8ro8kyZNArNDTU3NyanJYi80Q9EfkVFE4rsP22/9IiCN5iK1AwT0Guk8CYjOfx8GlCpwsD81jyPbX3DRZY/iapeaWYZkjJYaJ6MO2LCCVWr/NaFIDCYNuQ6rb3nTXKReiMTigOR86PtJTwl39cJLHmAJ0GIGc94hhtwDf5n4KPIxbOY4R2WTcM/fHlOpcM/BZdt7jzW0bT4TR8aOscTg/79zrhUCQigjQSn5k8riLx2zimDaZsONJ/oTExN///13dXV1kNMtW7bs0aMHvC5P3759R4wYAT8gMLC2G1DUR/Tfvn0bvgb4+OOPP/zwQ/JaxsiRI8EcgR/BYrHqFD20YWmGov91fC601/BUjDG0dUfXiDoCIumiUywZ65p1yjm0LEB+YyMQigzNw4kyAx1vF55ZfXuWW8Ijs9Xwln0vQlUpijlfKIIuCv41OEy9atjXD6kRsfhtSi5btqoPDug4n/imiJi9P/8GqXM5HIdY4bgwSWGkF5SOkk11qtBowm2PRHI7Lbrs0Xz2fIjMKCR71kKPZs+Ynebrzb7nIWSx4kh9m8xCxu3R3niiHyR0dHR0QECAp6dn27ZtdXR04HV5QOtHRETk5OSIRLVtKuXy6V+0aFGvXr1ogmE0Q9FvE5YJqhEejImH7VVm+Y4iCU4tIOGcobm865WomMVs7rE5ZAwDGjVtsyB2LfwZztnT5QczTzrHZavORDzYM32lxg8cDGzZlZeTNpHEaQqOIfusrrvFM1ZMi8XiyWVDevdeJ6nYilImA1d+zllqcp+1j1YZc+vfMqN3z7MQJY1gWz/mnKXb1hq8ClPq5yg1j018X+Ew8UiguUyi8US/DIFAcOfOncjISJqWA7lEPxgZDg4ONMEwmqHof+KbQlbvTT3umFeCC+DqjEAkJh4+cGw09VPAzibwFf/cDyDfOO2EYy2j7yflssu8VM2f+KXQXOXnqV8quRQzjFQ/sp4i4fCE11zjZCFxBu+zOm0bVcDIjXvA2CMhR+EOd4xU+hFK5eJg2fYIG+741Wb0gfkIRWKy/wAcN9zimeYW0qiYetEpjmknnLhK6ybHE4jW3aZTfz+edmamv58CRH8DIpfoZzLNTfSLROKrLnEkoNWcs67NqnVrQCzKtjMcfcD2fSF0GpDnAakk8DAcl51ja+93IdtrffEVT5UZDAWpQf4p3echNAtpIKCzfBGQOkXq/gdHPx2L7Q8D4pm3XtMzLofsKT7lqIN/kmruQMdY7CMyye3x3TFH1XB/Ty/gjDCQzH5r7rW0Ccukuc2D3BIesZ/VtMy9lGExT5WA5S/zU7r/OomZnZ3CRH9RUZGdnd3Zs2cNDAz0KkFPqokGEP1+fn67d++eO3fu1KlTv3uXixcv0pMUTnMT/dCpH7ag4zTrbvvQXKSOsHmCSYepd8E5+8YN2A/dKnSu5Lt+v+RRXBd/0/D0QrJOq7+ORUiqgpYfNCpwA5N1hHCYB+Ey9IZHKBIHp+b/Uha+UE1qMQYybGvn+97JZE/x+RfcVcl1TSko4PA1dCStioY2SzUcRN1i3gyRtipgQ/qp0OrkWkL2XoDjH+Xc2bqolL/2tg8Zylx02TM59737MjUtihH9GRkZW7ZsUVNT69ChQ6tWrVq8S8uWLel5NSGv6L969eqHH34o+wXwxQB5DZm13JyrMWhuor+oVCBbsXfgVRjNReqOLHjIpCP2jbrr7fZHtL40dS0Tc+qmb0DALZZuYgXH1vv+NFeZ8U3MI//OKAMbRm28omJkFHCWXafh/OCYfsIpiEm6/4hFBLFm1932ySlWqYi0SoHMrd/US7IpvrJj4p5AbMhfL6pUHNJa8jwgjdRmPx1W9UHhmIlNWOYYQ4lTIolCztg5bQWIfpFIdPLkSVDXixcvNjMza9Omzfbt2x89egRf/dFHH23YsMHOzo6eWhNyiX5PT8+uXbuOHj2aBPHs3r27j4/PvXv3fv31108//fTcuXOpqan0VIXT3ER/bglv2TXal99yZ+JiF2UhLZ8zTDorCodteKPMCEPjZRuWSXqjfjoWRjZRdXXHgk8w9Uoiy5s091oydgik9lxwpLYWGDPpBbiKtxGBO3z7w0AyaQ7H+EN2cDcywVlWIBRvvCtx8VKTLrvE0D2Kx+BlGLkrNpn60SylBRrJfS9CiQ35910/FdtxrDZEZRbJIl0+828yMVY/oL7+fUAXvM0955aSx6EFzEMBop/L5Y4dO3bu3LmZmZlFRUXt2rW7fPky5IMx8PDhw0GDBpmbm5Mza0Qu0b93714wOKysrOD1ggULZLvz5ufng+UBxkBERJPtC9vcRH9GQSnZqxUOB+UP0dWEcAUimcf8n9e8GmPnP2i/ll71IrOWC4zr6cYQkV4446RkjZq6FsvYMYbmKidwkVffpEuo9z0PVYHdZBhOHptnZBs1vMy4HbLPCm4hyKTFTUR2EXfxFcn8FRgk5x2U+5ZWUixC0sktMe6gnbIvDCvhCv4y8YH/BVpIZY9gUz/gid58j/Zlm+/5MWoX2xpxi3kzUroeAw5mBu2RoQDRz+FwunTpcvDgQaFQCKK/bdu2Muf5wsJC+AEzZ84kyRqRS/SvWLECDA4eT9JV/Prrrx9//DHJB8Ac6dq1a5WbBiuG5ib6k3PZZCIMjpgs9I6oP9A1vAhIJcPww/ZbB6c0sMc8Xyi64hJHwu98vd/6vndy/TpX6NK0zYJJ9GKQSm+U2RciOY9NticbqGt520NBwVKbOTyB6KlfyvhDdnDZ4Ri8z2rv85DcJr2LwtMLf5SOXMBzp3QDk6pBXHYxWVqjJulHlHtTp4SckvkX3OF/GbTXsnnOfoOdc80ljvRlM42clGuXLmKwSX+5cxGzd2dXmOg/ffo0vC4uLu7YsaORkZHM/fi///7r1q0beV0jcon+1atXd+7cmbxetmxZq1atiAFAgJ+oo6NDEwqnuYn+6MwissETHMwMa6VEwMUku0RpaLNOWkfR3AYi/k3xlKM0iMrSq16lgvpX1svAtBH6krGQsYa2do3jiaQYHCKy4F+Af2TiYXvX6EZfEYUQoMtwjMyaULZyHY6/TLx5ctyQcuIanT3hsMQIGXfQzjshl+YiCiS7iCtb6n3fW7k3yINbiOxWOcrAxqm5hn/1is8h3Q0Y0mbKY0h7xuWQmxCMT6coptedAkR/aWmpurr6gQMHhEIhm83u37//li1bQP1DEdgDq1at6tChAzmzRuQS/bq6um3btiX/7f79+9u0afPq1SswPgBnZ+cPP/wQMsmZiqe5iX6nyGzykEB/SbOQ+gJW097nIWSjqEWXPRpwoyiBULz7SRCpqeH61sHyBd7JKCglxomalvlBVriSGnsgPS87x5LhqLnn3FIZ7Lupkvgk5M4+4yIbMlhn4ttU7lUgSgbtlQwzf3fMMS0fb4MmoJgr2PmYNlDbHyplyBcZ5sHpZNZi4mH7ZriKl1DA4S+5KnGZgz5C70WoUvQRxaWCuefpgvLl118zf22PAkQ/j8ebN2/e6tWrCwoK4PXatWu//PJLExMTb2/v8+fP9+7de9asWfTUmpBL9D958qRTp05mZmbw2sPDo2vXrmPGjDl+/PjRo0dBc/fq1evFixfkTMXT3ES/bLPxhZc9aBYiB5YhGWQQfcwBW9uGC/DMCk4n6hYsiqsu8TS3voBcPm4VSeoddFtSjlIu55XoDKkhpCZdPijA5ZsKJzGnZOv9ALK0F9T/A+9kxTtYCUXii06xxF1t7nk3XMXbJEAtXHGOIxbgj6edlXeLLvhHJBvXSG+nn067KO/uVPJzyjaKXIcFxu6JytBHPPRJ7qdD3WstQ9KZ7+2pANEvEolMTU3Xr1+fng4XROzq6jps2LD27duD3G/Xrl3//v1tbGzoqTUhl+jPzs7esmXLnTt34DWfzz916lTHjh3hd8CPaNWqlba2dklJk5nXzU30H2TRIP27ngTRLEQO8tk86PPgekL/d6iBBtFT8jiywPzLr78ubIhoEglvSkgP3U+H9Uo5w9sn5bJ/u+gB/0JfbRYIDpqLKBaohVVla6nnnXeLVbj7bwlPoPsshPyAbcoZVlw1sArJGK4vWeE9/pBdeHqjb1DYSLB5Qt3n9HZSjaDG9SYktYCEMBq019I1hunOkxmFpUvKolysNfHJLlKCtWoKEP0AyOm0tDRQ2vCax+MFBgYePXp0w4YNhoaGr1+/Jvm1QS7RTzx5aEJKYmLipUuXzp07FxkZSbOaiOYm+tffoatejJ0w6kXDcMo2mlzSH0+7yB9EUigS73sRQhrfEfo2LtHZtEBuZAueVt7wpllKhV9S3ugDEof+fjoWvonoyd1kWIRkjDogmd2Cu9TIJkrBY+25JTy4gcmdfNExluYiCicopYCsqh+23/pFoLIup4bb6c9rXuR2uuLSrIcSQKRNPyGJ8wbHUcsmC6hYG0BOPvFNIbvUw+331C+FFjAbBYh+oVBob28Puhpe0Kz6Ipfof/Xq1cmTJ4uKmBgrprmJ/p/O0HidFiHpNAuRj8ScEhJjR13L3Do0g+bWC2jLnKOyJx+RLKjS0GHpPg8paritUrwTcslkaD8dluIHaOXniV8KuXXBFuJgsM6mo5Qv3FYWGPu7Y44Bit20Ky2fM9OIShPH5rrskglkF3GXXpXIZWhVTlhHMd+5okrgdppcFi/BMy6H5jZXrrvGk0sxy8iZyYE74d5bWTbfuPiyZz6niYMI1xIFiH42m92mTZvDhw83seiHf7Vjx45cLhPnX5qV6Id2+WvpiiU4lHdCloFsKNvGfNVNuQbR89i8jaZ+xLFy2gnH0LSGrCOeQLTAWBKZDg6tp8E0V0kQicXaZsHkx/99V+n3A1J2ojKLRksH++H4576/SIH6IDqraLB0hA8OXMXbhAhF4l1PgojT4JZ7/sVcpXTrD00rIEMhGtqsfHaz25arAlmFpeThgmpVsDFfJ14FpWnulQy0qe2Wd6BNkShA9HM4nD59+pQP01lv5BL9O3bs6NSpU+19iRRJsxL9OcVc4gMHD4xSx2tnGq/jc0jnN2CPRf220CI89UsZKJ00gOO2R2LDbhMDH3bLPYHcACP0bZRLMIHCIL4EcChRRDlVBe6lh95JpDrgnjcPUty0oWNkFrmHRxnYCBv0AUHqynXXeBJv4FdjdyWNewNNLrmNZ5x0wpsJkK3Y2fUkkGYxDIFI/PNZ6rCw/PprnkBplvIrQPSDzF64cOGaNWsKCuTdOEgu0c9isTp37mxmZia/8dHgNCvR75+UTx6Vb485NMPNxhuPYq5g7jkatdrQPJzm1pHCUj7oGPIhv110b4zR05DUArJEWEObdcNN3qBAiiSrsJRcGXUt8wIlmcxVbcAiXXbtNamUkfo2uSUKGkS45BxHvnTJVS+ahTQRHrE5JNjlhMN2r+OVcpmN3otQcjvteMRQjatgHngnkwsC5hwztzyX/cJ+OqyoTGXaYFQBoh9wdnbW0NA4deoUj8cTCATCStDzakIu0Z+enr5o0aK+ffvevHkzMDAwJiYm9l1ycprMl65ZiX4zfzqq8fslDyWdjWUmApH4vEMMGeyfeNg+p7jOqrSUL9z+MJDUzlhD28iMRmnLwNKDbyHuQ8uuv1Yiw8/Ui4aanXPWlWYhTY1rTDbZ3hvufEPzMK5ChtxkywkOWzB6rWFzILeERzbL09BmPQ9IVbp5F/jBskVu914r9xZjDUVYWuE3ZdtvWwQzbuFfVmEp2URMbbf5f48DlStirwJEPwh9+BaQta1atQLpP3/+/GXLli1/F3pqTcgl+vft2zdx4sQ2bdp06NBh0KBBkyZN+vZdLly4QE9VOM1K9BvZRJGHefM9f1wK2bB4xeeQLUs191o+qWMwAegrXwWmDZI6KfbfY3HWPlogbJT+Ez70kU/y1/slgfbg17ooz6a2soAtB16F0SykqSkqFex7EUJcoicdsXeNeaMA1feTNEIuHEoaeVaVANG86LJkRyc4jllFKN2eCWn5HDBX4McP2GMRk6VMY8aNx5ti7vrbdInajkcBQiYt5xWJxRccYkiDA5aJm0IanAZEMT79ffv2BbkPf8mLytBTa0Iu0b9r165R1XLq1Cl6qsJpVqL/n/v+5GE+YB6mRJ5wSkFuCW+tNCammpZkWVudbKqkXPYfVzzJAPzCSx4JOY3oHQv93Axp8JO+2qyT1lGKGZ2VkxKuQLbUwUp5lm01B0LTqMOYuhZr24OAPHbjel5Bq0WcyOFhiX+jfBGoVI/TZQGLwSxnpjdINTzyoY4iP51xQX9XAqh8Y0cqrOGyQN9ECxhAbFbxvPMSN1p4/Lc/DGzA0HaKQQGiXyQShdUEPbUm5BL9TKZZiX7ywMBxxSWOURa8anDVJY5o0xknnQJrHfpAIBJfdo4lA05D9aygH6IFjYbBqzByG/xywU0plvO6x74hP/ibQ3YRjeP4hNSbC46xpHb661jYhTfYptRVEp5eSL5rjKFtg2xah8iJd3wuqZFxB+2UTjdvNPUjP17raXCD7KuoGrjGvCGz1iMNbBS5Rr96QLFcd40n1gg8/soYrlcxPv0NBYp+pYcnEH1zUOKrp67FehaQipK/wYnMKJoobSv777Ew8UiopVkFOmbqcbr/7rrbPgrY0D6sLEod/G1sldYgnLalbml/XvPKkHv7M6RhKeEK5px1JRU0+4xLo8Y9lA3N/nbRA76X5iJNB2hl4pcIR3Aqc4M8VgaMRtJc99VmmXo1cKg0pSa3hEf2PgepcJAVzpDZ4JQ8zi9lo5Yb7vgqo6uCgkW/WCzmcrkCQT3byQYT/fAj8vMZ1DQ0H9Gfls8Bwx0emK/1rBxwU5tGQCASbyobOvrLxKc26gfesuUe9bkaY2gboZDNEyRxV67TuCvQetJcpsIXilbcoL9W/2UoBwfkmIdfYt5wfclCETgMzcMaL2z/vhch5Fv+exyoFJ5pzQGZW/9lZ2XaINkzLmeYdHXTOENbtxilGX9VDEcsIkidLrrsAWqb5jYpt9zjyUb1A3UtApLzaK5SUaPoz8zMPH369O7du2VOOAUFBQ8ePDh+/Liurq6hoeHdu3dTU1NrDIMJ73r27Bm8ZcuWLfb29pADb0lISHj69GleXm0vXQOIfk9PzxUrVnzzzTejRo0iORwO58SJEzdu3Kh9FKEGp/mIfv/kPNLGTTpi752glOHVmI9LVDZpK4fss6rN9mdPfVP6Swfd4bj3Oklhg00yh5mBupaM8tqsTPybEhKhf9Bey7teiTgcx0CEIvERS6oShupZNZ6E+rVsd7nzDjFgMNNcpEk5YR1JKgWMc5qlDFxxjiPrQxYYu0MjQ3MRKWDGk90woCNjgloo5PDHl8UU0jELVtJpmepFP5/PP3fuXI8ePT744IMXL16QTC8vr0GDBs2ZM2f58uULFy7U0NCYMWNGRER1gcuysrJA6/fq1atVq1YtW7aUrZh1dXUdNmyYqakpSdaIXKIfjAwwUNq0adO2bdvWrVvD76AFb98uWLCgf//+oaGhNK1wmo/otwrJIJvt/XTaBbfjbSTgVv/uGN3U/ZhlDSEFU/M54w5KAt7BsfKGtyLdFUr5Qtn+JvXeWEAx2IZnkriQYKx6xDb3ffIZS1Rm0eyy6IfLr79uDId7Dk9ANrJQ12K9DExDyc8QnMtGOgbpWiqLJcYXiraWhbX450EAzh9WADqySVLfJzhO20bR3CYCbqnjVnRMYbi+dVaRsnp4Vi/6QQaPHTsWxD2IZJno5/F45cf1/fz8+vbtu2/fPpquhEgkMjY2BrENn+Ph4dGlSxeZ6E9OTv7hhx9AcpNkjcgl+v39/cF8gf+HxWL9/vvvYH/QgrdvbWxsunXrdvv2bZpWOM1H9Ju4J5BlposuezJ8cFepuemeQJqn8YfsqtHxbJ5w/4tQsn533EE7p6hsRfaWJEQDiCf4dpDU2UUM3Z5ZJBZfdIrtLx2Qm3feDR36GQuovWuu8cS9e/h+6wfeyQ2u/yIyCslc5agDNu7oj8EYEnNKoEagXuCofQCDpiUxl/2r1G19wB4LaAlpLlKOC44xpE5/PuvatCPrMVnFxDO5rzbriKXyRYaVUY3oLykpWbJkyY4dOy5evFhe9FcgPj5+ypQpW7dupelKcLncCRMmzJ07NzMzs7i4+OOPP5aJfrAf1q9f/+WXX5Jkjcgl+vfv39+2bVtbW1t4vXr16vKiH/7Vjh07HjhwgKYVTvMR/cesIjV0JCJv3W3f3BLc07SxSMnjfFM2fm/mn0pz3wWaUKfILLKMrJ+Ohd6LUMXvleaXmDfpCF12fM+LoRvTFJXydzyie5Ztue+PIaeYTGZh6R9XqHv3AmP35LwGHlmwCs0gRsWsU86haThXyRSyi7gyt34w/Ggus3GPzSHN7wgDG6eobJqLlCM9n6MpHSXU0GaFNZ1rAE8gOmAeRkbHpp9wClASq7JK3if6RSKRoaEhiPWoqKi7d+9WEP1CoTAyMtLa2trMzGzLli2amprvMwkADofTtWvXw4cPw7sqiH5g165dHTp0oImakEv0r1ixApQ9ny+Z8K0g+gH4ibt376YJhdNMRD+ozP8e0a1Y4QUG6W88OHzhrsdBcJ3hWGDsJqhqWKKAwwfTi1TH5KMOsVlNEHE8n80ny47VpMuOmRnzODGHPV/qxg3X6oa7cuiJ5oxbDF0rAp30qYb2CrjsHEfmfJZc9UplxuJCBCjhCXSf0QXWG+4yPTAAIBaL73snER056Yj9m2KGznM2OUuvepFq1XvRZA7Ygcn5ZGMZqC/9l2FKHVl1yZIlCxcuXLZs2f79+9PS/re3oKWlZffu3eEv8YSvIPpLS0v37dv3+eeff/LJJ1988cWVK1fY7PeOp4Do79Spk5GREbyuIPrBtNi6dWuXLl1IskbkEv2rVq1q164dfCW8riD64We1bdsWLgFNK5xmIvrZPAEIO3hy+mqzDrEY7cOt7IjfvmUFp5MxkuH7rX0Sq1gs/8w/hTSmoGWbcPv3u56JZJnHlKMOnnFMdJf3T8qDa0ju2+DUApqLMBidZ8FkCSAI9IZdH6ljFkwc0rbe98d4ncxBLH57yz2BVM30k07M3zKJwxPuex4KvxaO1be8aS5SCahWcpW+1rNuErXNE4hO2kSR0bEJh+2VxXnsfVQ50p+amvrtt9/u3LmTJCuLfgLo55SUlF27dvXv3594zVQJWAj9+vX777//QP1XEP3Ep3/cuHEkWSNyif4DBw6Asndzc4PX5UW/QCA4evQo+vQrgIyC0sXSmfeBupZXXOJoLtI4xGYX/3JBElG4n47FUcuICk4pSbnsb8oCEay66S2QGsNNAmiy6SfoIMo5+xgG+ko+9KZx2UcfsMHpKaUgp5g746TkpoLjjyueDSUBQeWvueUNnwnm30Hz8Cb1MUYqYhueOfqAxKcRWjYw1GkuU8kt4c2/QMNAga6luUglQGSTIApg0dmFN0GY75isYtkmNnufhyj7XgqVRb9YLDY2Nu7Tp8/9+/dfSdmxYwcoZF1dXVdXV1Dt9Lwy8vPzly9fPn36dJquBIjqLVu2DBkyxM7OrqCggIh+MBiSkpL09PS6dOly4sQJempNyLuQ95NPPvnxxx9DQ0NXrlwJ/xL8q+np6RcuXOjZs+fIkSPj45ts4r6ZiP6ozCKygQ6Y7M/e42iONBQgT/Vf0kW6Cy95pJRzbmbzhJvv0Vj+k484NKGvJABtqI5ZMPkx8DszCxm3TPa/x9Sh/9+HATQLYTZwUz3wThoinUECoxdEVYN01WAqL5A6eg3aa4lCjWlAO/bjaUnspqF6Vo99U2guUwEpSWY44WgS10plAXqEVTcllrbabnPtp00QKPOIRTipJjApVSD6SGXRD3L81q1b35RDQ0OjRYsWAwYMAKmcmJhIzyuDy+X++++/ffv2pemq8PX1HTVq1IgRIzZv3tyhQ4e5c+fu3r37hx9+6NSp0/fffw/qn55XE3KJfqFQeOXKFfh6+E8+/fTTli1bzps3b9iwYWB2tG3b1szMjHj+NAnNRPT7JORNPSaxmEcdsMGNSBSAfUTWCH1JwIHh+tbWoRk09+3bp36p0C9CPuihi06xTT64HpxaQFrV/nssXKMZd2PI4p9ahvzvGiIMJ7uIS5wJ4fi/c66RGUW0QA78k/LIrNRIAxul2Ea6WVHA4ZP9/vpqsw5bhDN8RBbMEnJzQvOCsQGqAS7OKdtoMnoFD7KCF9IkvCkZIu0r4TB2VKZ9395Hle49BQUFIO5lnD59unXr1levXk1PT+fz+aGhoTze/8KuBAUFgZqfP38+TVeFQCDw8PAAfQ9KG2jTpg18IPDLL78EBgbWXmzLJfoJ5ubmgwYNat++PQh9AGwAENzu7u60uIloJqIfNCiZfh1/yK5B+mCkejh84axTki2l4DB4RZcfJeeyF16SxImDgzmBU3+9SGe6tz1g1mh6Sh6b/LB+Oiw2+nArFbZh1N9DXYt1wjpS/t1zbcIySdi+CYfsIjIwdA/jkK242HjXrzabkTchW8rmWnWfBdMs5D04RGaNOyhxRh1jaGtVbvSq8QCDsYQreB6QKnOCnXrcsYCtCvEG3xe9pzwVfPoXL16spqb2xx9/bN26deHChV27dh0wYICXlxcprR6Q+OfOndu/f/+ZM2fAWqC5taYBRD9QWFjo6uoK/xXg5uZWUlLnZV45OTlgxFhYWFhaWnp6eubnV72wQygUgs1kb28PlgZ8Y1ZWVvkNDsrTTET/s4BUEqR/ylEHjNepGK44x5E2a/oJp7R8sAJExo4xZA/IoXpW74vmqXigKe8rHcsZvNcynUmB8K+7xpMLCGYJzUKUBJ5AJIthNeGwvX+SXCvwoPE29aLhVuBpKipltKZsnph6JZLGbe55txgG+8zAnUn81NV2m9vilFFNZBdxfzkvWZ8GFt0xqwheY05Nw2MOHdDLwLQ/rnj2k4YXh0NT1xI6AtXYfrs2ot/JyWn+/PmvX9PNrX19fQ0NDVeuXLlgwQJ4+/Hjx6Ojo9+nZisAehtkcExMTFJSUuXlATXSMKKfzWaHhoY6OjrCPxYREcHl1i1Ulo+PD9g6Y8aM+V7Kt99++/z5c1pWDrgiYBjMnj177NixcNqoUaOWL18O/zwtfpfmIPpFYvENt3gSUuOn0y44oakYMgtKv5bOTkJz+cw/NSytcLI0Lj4cjAo/Usjh/1A2KXHSuok3XyyPbFbkaE17GyMMJDGHTUKhw7HWxKfK2LW1BITaCetI8lFLr3nVrstDFEpAcj5ZyDHmgC0zQ4ER4HeSG2mkgU1aPgZ+rQF41vRfhtFH76pX440K5RRz779OWnnDmwS+I8fw/dYGr8LSC1Skmmoj+huEzMzMy5cvg+6dOXPmd99998MPP6xevfr27du5ubn0jFrQAKL/2bNn06dP19DQ6NOnzxdffNG/f/8ff/zRxsaGFtdEXFzctGnTxo8f7+/vn5KSkpycHBkZmZVVxYry0tLSWbNmzZgxw9vbOzU19eXLl0OGDNm8eTMtfpfmIPq5AtExK9plrrnlQ3ORxmdn2WDnbxfdV0pXRMExysAmNZ9Ba5IEIvFp22jy2yYctmfI1Dz8jP46koFDdS3zJgkcgcjPq8A0MtagocN64F3/0LRFpfx/HgSQWxREAM1FmASbJ5BFennsm8JYw+yUbRS5kf685lXIwSmjmgETjlyxr/WsGiM0k1gsfhWUBl3kUD0r0lzA0U/HYut9/4CkPFWa1lOM6E9KSvrjjz+6dOnSokWL9u3b9+jRo23bti1btuzWrdu6detqr/vlXchraGgI39quXbuPP/64X79+ffv27dq1K/kpZ8+erXFtAdwWJ06cgB8Nl4zP53O5XIHgvQOlYBV07Njx+vXrJAlnbtu2rUOHDkVFVfiyNwfRX8wV7CyLgqL/ssl22WiGBKbkE88Z2QHJp8yLbvE6Pnes1HFzoK7lUz9G/DyHiCxyxSYfsUcfbiWFKxCtv+NLOnKprVvPEbs3xdxfpaF74Hjsk0xzEYaxWhpTFQ4wzBgY/xcAU2SBscRZBY5jVpEYBbg2CEXisVJzDg5jp4ZcUAvtg1d8rix8KjkG7LH4/aKHd0Iuw5eD1wMFiH4Q23v37m3duvXkyZNdXFyITgbNbGlpOW7cOMg/d+4cObNG5BL9VlZWH3300dChQ2/evEnsDBDxmZmZFy5cUFNT++qrr2pczpuTkwO2y8yZM21tbf/7779Vq1bt378f3kV2+a3AkSNHNDQ0nJ2dafrt26tXr3bu3Bn+bZqWXpqwsDAnJyc4k2apLnls3sobktAKcNx0w21NFUcBh7/oMvVRgUNNS+LnwMChCxBV6277gDiDX7jJ1K+E1/SuR8csI8hFW3HjNQNjiSK1ATptt9g346UL8sDc1XsRyubVZ4uflDwOWU0IB+7Rxlhki3AWXfbkMHLn1ORcNpmOGKhr+TIwDd3EaomRDfUU+OW8W4No8QI23yUqe9uDAOISRo4R+jZLr3o+D0itXyvBfBQg+ktLSwcMGPDDDz+U3/GXEB4ePn78+NoPc8sl+rdt2/bhhx+yWCyaLsejR4/at29/7Ngxmn4PiYmJ06ZN69+/v6am5vbt20HxT5w48csvv4S30zPKsW7dOvjHAgMDaVrqWdSjRw9jY2Oalg7/u7q63rt3D0wOmqW6ZBdxfz4jCaIMB0a7UyQCofiSc6xssH/SEXunqGwGjl9AO37NNX7QXokz5bQTjn5Nvb1OKV/45zXJDvBghxx4FSZ/7BekqSjhCgxehfWTempNPFzP+z+4bMas/x4LNgMsUqRKItILoY7gGK5vncfIcCus4HQSMXna8aZv5ZSIhJwSskobHuRo+VZpw/NrE5YJcn/UAUkwLnL017H4y8TnmX9qnkpHGVGA6OdwOB999NHRo0cru8+A6N2yZUvnzp1puibkEv3Lly/v0qVLlQ45fD4ffsSePXto+j3ExcVNmjSpZcuWz58/Z7PZ8C7I+eSTT6ZPn17ZrX/lypXDhw8PCQmh6bdvX7582bNnzzNnztB0OZqDe09aPmdc2fRcVCbG61Qo3vG53x6VBJvX0GbtfxHaJJuZ14bYrOJJR6S/U4d11SWuaaMlRGcWzTCSBGUfvM/q3uv6+4IjTCAmq/hb6X4L6lqsTab1ief41I8GVp9p9L/5W4RpQKNBlBzY6sxcy3vEIpzEgPrzmhfOH9YeoUgsC6twmFX/sAqBKfnrb/vCTaKmReU+HL9ddLcLz8wp5qmeP08FFDPS/+WXX544caJyhB8wA/7555/qN/Yqj1yif/fu3e3btwexTtPlKC4uBnvg9OnTNP0ekpOTZ8yY0adPH5qWsnr1ak1NTW9vb5ouY9u2bYMHD/bx+d+K1YcPH3br1s3ExISmy9EcRH9cdjEZJ4MnDcfJFAybJ9xjFgzidfYZF4YHi9h635+0wn9eew1NMM1VOGAXXXGJI1tmTj7q8Dq+DgEHEGZy0y2edPPQEFnWPdr3QRaNH4IbMzOcNWVu/SdtGBQHjFDI4a+V7hkHxqeOWRPsL6u8wJW6XBaBevQBm7quheALRSBC4OEln0COfjoW0084mfmlMHP5R2OgANEvEAjWrVs3f/781NSKMcEjIyOnTZsGapyma0Iu0e/p6ammpqavr5+X986EWnZ29o4dO0aPHh0cXMMeGQUFBatWrfrqq6/Kz1n89ddfIPrLi3vC/fv3e/XqJdvdACyeI0eOdOzYscpvaQ6i3zX6DXnMxh60pVmIAuHwhYEp+cyfuPSKy+kr3V5n0F5L7yaS2gUc/inbKDIFD8cfVzxziusW2BdhIFyBaPEVT1Kn0084ZtVxkJX4esFxzRWXJDGai06xpKYWXGDc3hrh6YU/Sd1coX3D+cO64puYR3bHA7vdOSqb5tZEKV/on5R/iBVOllKQA67/vPNul5xis4qaV9uuANEPCvnp06dDhgxZsmSJtbV1QEBAWFiYv7+/ubn5vHnzxowZ4+DgEFEO+raqkEv0w1euX7/+008/XbFixeXLl1+9egWK/MKFC3/88UfXrl23b99uaWlpVUZUVBUjBPCfGBsbd+vW7eXLlyQnKSkJbICpU6dmZWVBaWZmZmEhDfGRnp4ONgZ8LNmPICUl5eeff4b/tkr/oiFDhqr8UKKpVxJ52H6/5EGzEKQSfKGI7MMCh/bTJtirMimHve1BAHEehWPSEXuHCAzWqSIEpeTLYoDomAULhLUdZxWLxTLFAHYpzUUYiWdcDplVHqhrwbSAmLZhmcP1reG3jT5gi8vB60p6AWfZdek6Ky3z/S9DK3uPVAB6E7/EvP0vQqced5QF4oR7Y/4F9xtu8Yk5dd6YVQVQjHvP+PHjv/jii1atWnXp0mXYsGHjxo37+uuvO3fu3Lp1aw0NjQnvQt9WFXKJ/nXr1vXq1Qu+kvwOUP/ARx99BMkPP/wQij4rx8GDB+nb3iUjI+Onn36CN27atElPTw/+k7Zt24JNAzdfdna2pqamlpYWOVMoFJ44cQLOBBvj5MmTs2fP7t27d5XLiIGBQ4b/c9+fJlSUwxbh5JHb+eh/i5sRpDIvAlPJrTJkn6WCd24OTy9cfNlTvczX8//OuUZlFuFGcioDiIBTNlHEyWfYfmv7iNpGFMgqLCXv0tS1RD9shgNiblLZjmzusY2rb+qEQCS+5BRLbqQZJ524TF1bxVjASj9qGUEsugXG7tU/iRmFnL3PQiYctifnk2PSEQdTryQwHpqPP08FFCP6x4wZM7bW0LdVhVyi/8iRI/9Xa6r0vCcUFRXp6OgMGjQI7Ji5c+f6+vqS/MzMzO7du4MxQJIA/OfwOfAvgUUxa9YsOzs7sARo2btojpky6Yg9T6DKTcDfd33JU3feIYZmIUhVFHB4ZM0lHBcdGzIkczWIxW9DUgtmlwWY6qvFWnbNKzmXQfuXIQ1CdFbR3LKppBXXX9fSqnSMzCZvmWHkBIKB5iKM5E0xd/l1Gh76rH00zWUAxVzBZlO6ZmmPWRNMY6oANmGZYw5I5tzGHbSzr2oOVigSZxdxT9tGy2Zr4QDdP+6grZFNVHFpc19PqADR34DIJfqZzKDx00fo24SmqfLuP7J4neZB6TQLQaqCLxQdZoWT8bDvTzgpYIKeJxDZhWd+d8yR3KIaOqx/HwSg4ldJRCLxTfeEwXslCzaG6lmZeiXVJkjUeYcYcm/8ZeJdwm3uuoHhcPhCg1d01fWqm97MWSwLYlTWyFjVfSk5AmQUlP581hUuoIY264xddPkBe5D70VnFV13iZpx0It0HHP10WDONnPRfhUZnFuGqaQBFPyMYPGHGoL2WT5ixC2ljIBaLvy5bFhmCjoxItUDL7ByVTYZz4LlgBTeulVhUKoB+gqwPg2PIPqtTtlFNGDgIaWxySriyVblzzrqm5NUcz0o2UXnAPAy3UGU4oO3ueCb2lw70fn/SCaQ2LWhq/JLyiKuJpq6lageDbzygcvc8CyYP48ob3mQZLgiMuOwSsAHmnncj4VDhAN3/3XHHk9aRQSn5GCVJBop+RjBo/HRoCwzNw2ha5cgt4ZFlNOgRi9QGuElW3JBM0EPD/e/DAG6jeb6B4j9qGSEL1DPKwOaBdzLuw6XyBCTnE3GgrsU6yAqnue9BJBJPO04HaG97JKKAYD6OkdnfSLdPhr/MWXh91j6a3EWLMJqFHDhHUV+7EfrWoWkS9/yLTrEzTjqV9+cZss/qmGVkbHYxYzelaSoUKfpFIlFcXFxAQIBvJegZNSGv6IdfUFhYGB0dbWdn97ISYWFNprk1x0yG23StiU+xik4cByTlkUdxylEHHOFAasN5hxjSiM865Ryc0iizQyVcgdbTIHJnwjHhsJ15UBpKumbCEUvqQqauzap++jG9oHR02byTTRjuJq4ERGcVEycQEH+mXok0t6lZYOxOmhpjR1zYVn/4QtFIfToxu+62L7HuyAFP9LD91tsfBqQyezuaJkQxor+goODUqVOff/55y6po1aoVPa8m5BL9XC73/v3748aN+/DDD+k3v8vOnTvpqQpn4PCxcL/OPecq5+bSjOV5AI3H8puxO9NiqCHMJDStYMIhSQgOkP4mHgkNG0IHlH14euHKm3QTHzhmn3FxispGwd98eFPMnSPVhXD8dtGjmsEIr7gcUBJw2uSj9j4JuE2bEgD2/Crp062uxTJ4FVb72KyNR24Jr5+OZBSjnw4rIDmf5iL14hCLBgOUHSD3Jx2x33rP3zMuhwnVzVgUIPqFQqGBgUGnTp2GDh06Z86c36qCnloTcol+Fov1ySef9O7de8uWLUZGRucr4ebmRk9VOAOGDIO7FgxW12il8bWqE2fs6LTmxrt+JbgdL1ILoOGGu4XcNmtu+eSzG2yCCOwHt5g3vxq7k4Hevtqstbd9IjJUeRk9Uhm4DR75JBM1P1DX8qpL3PsMSzht0F5LOG3eebcYFR2XUT1A6xMH+nW3fcHAo7lNBys4HX4MHNNOODJnmYGSEpVZRCwocowysNExC3aOykbPzBpRgOgvLS3t27fvtGnTXF1d2Wx2jdspVINcon/jxo2tW7d+9uxZSUmJqNyWukxggOYQuHE1tFkPvJNVcqxx+8NA8nDqvwzDxxKpJbJdnEFyNeD6b4fIrG+POahL9/2FnuO/R4FpOBfcLMkp4a2/7UuWG/18xvV98dOOW0Vq6EjultW3vJkgH5Ha8NQvhazlnX3aJTKjiOY2HbueUE/Cf+77q6ofr8IQCEVkJqevFmvLPb+A5Hy4pDi8XxsUIPo5HE6nTp2OHj0qv9KWS/SvWLGiY8eONMEwBg6SiH44DM3DVXLdya9lvoyXnGJrEyAPQQCxWPz9SSdy5xi8bIAlNzyh6HlAav89NLxDfx0LHbNgnHpqzjhFZo0+QP2Dj1hEcPkVeymBSLT1Po2tvutxEKgNWoAwGxD6g6XzM8P2Wzf5Fl1cvnDaCclacLAwq5lTQmpPRmHpY9/ksDQMBlg3FDPSP3DgwBMnTsgzxk+QS/QfOnToo48+yslh4g7qg4YMJZ3Ksmuv89mq5vLOE4jI/ojqWqwnfinoNo3Unnuvk4gTzqgDNnIuAX8j2bElSjYp/M0hO2OH2Ga7LyNCAPml+yyE3BJjDG0ru+xnF9P4nmAinrZl0E5PSPVAvzOxbF/ee15J8usPeQhMzidrwUfo29iFV7GlFIIoBsX49O/du3fBggXx8fE0q77IJfqjoqKGDBmira1dUlJCsxjDkKFfk7Zp3EHb9AJV8zSA/wh6U/jvhuyzsg3H2BdIHcgoKJ1ylO7Oe9Ot/i1IRmGp1tMguAPJR31/0ul5QCqOtyEA3GPfn6ATSkuuelaYa43MKCJxYIbqWT1V3a1UVBLZFI2OWXDTTtHc9Uoky0LgXmKCrxHSbFGA6AcSExM3bty4dOnSO3fuuLq6elWCnlcTcol+MPSDg4Nnzpw5d+7cixcvPq9EaGgoPVXhfP3115q6khZBXYvlHa9q0SECk/NHSANsTTjMoJDJiFLAFYj2vwwlPfdMI2dOvZzf3hRz/7jiSRx84Zh2wkka4QHH+BGKbXgmCdvfV5t13fUd29IjNocMGI8+YPta5Rpn1eahTzJ55Oedd2vCtWQCkRisDnXpjOW6275FpehPiDQZihH9RUVFBgYGXbp06datW+/evfu8yxdffEHPqwm5RL9QKHR2dgZ53bJly9atW39Yid27d9NTFQ78KhAlpHk676BqEXxtwjLJ5kc/nHJ+31I5BHkf9uGZJMTKED0r2zpGSReKxGFphd+WzRWApIObMDmXTYsRREoJV7D1fgBxJBtzwDa2XIieV0FpZIwWpH96Pm4sqEyk5HFInQ7YY9GEfrPpBaVLpR5i/XRYx60iaS6CNAUKEP0ikejUqVPt2rUD0f/VV1+NGjVqTCXoqTUhl+h3dXX9RMqcOXPWrl27uRJmZmb0VIUDov90WVDL5ddf01xV4a5nIpnH+P2SR2IO6i2kbqTmcZZclXSZINm1zYJrvzsvTyCyCs2YaeRMniyQblvu+2OwPKQyYumI/mSpcaihzdpjFkziq4DReM0lntw/P51xwSAEyoVYLJ50hLr1N6EnvV9i3nfSHZ2H6llBi0RzEaQpUMxC3iFDhowePdrOzk7OtTRyif7//vvvww8/vHjxYn4+4/bFANHvFZ9L2qav91vXXtYoBSdt6OrJNbd8cnE7XqSOgPA6ZRtFo++dcallQH2RSHzbI0G2HmDwPqtDrPDMQhypRaqGwxPCHdJf2lJ9c8jOPiILeivI1HtBvcu23POnpyLKg8ytX/9l07jvwl30PCBtgK7kvhpjaIs7xSJNiwJEP4fD6dy584EDBwQCeT3Z5BL9JGQnl8vEcT4Q/SBHxpRFjlOl7fqgydv9JIjMsW57EMDDIP1I3QlMyR8rXQs+YI/FA+9kUU2DB1yB6MCrMNmyXXUt85vuCSUYGxupluRc9pSjkoFhaK/+MvEpLOUXcPiry7ZtNnZUNcfL5oCJRwKpvplGTjRLsUCXd9gigvyGRZc9amy7EKRRUcxIv7q6+smTJ5s4ZOeePXtA9IMJQtNMAkR/IYe/9Cp167/kFEsLlB82T7jhji/8U2Q7dJqLIHUBesrl11+Tp2PjXT9QY7SgEtDG5BRzdz0JIptxgnobfcC2risBkGbLY98UcufA8TwgNauIO8OIBvZxjMRIi8pHQFI+WaINR5NsrAaNlWzB3jl7tBuRJkYBol8gEGzdunXJkiUZGfI6s8kl+v39/fv373/ixAkGhuwE0c/lCw+8CiNNw+qb3iozGpBZWLpU6pA9YI/FRRUyZhAFYxOWSXZOHa5vE57+Xg+f2KziLff8iTsZqLc5Z12dorJxdA2pJQKR6C8TH9IOTzhs7xr9ZvBeyXwRWI+qF0y5OZCYw55eFo8V2hCaq0DS8jnD9SVxCKD5Ck7BnaSQJkYxC3nNzMxGjx69adMme3v7wMDAkErQU2tCLtHv6+u7efPmL774YuPGjbdv33716pX5u4SHh9NTFQ6IftAlD7yTyJjE5KMO+RwV2aIrJqt47nk3+KeG7LN6glGukfrC4QtnlO3Oe+w9ETB8EnIXXvJQ16IDe0uuevkn5WEwfqROhKYVyFZ//nzGhbwYfcAGTUdlJKeEt7bMijtiEUFzFYhVaAb59m8O2eFWgEiToxj3njFjxvTp06dVq1a9e/ceOXLk2ErQU2tCLtG/Zs2aHj16kGCdXbt27VkJPT09eqrCAdEPf12j34w9KHFcHmlg45uYR4qUHb+kPLL9+Ah9G5fobJqLIHXnhht1zx1lYFMhYD/oMehcJ5dpNTg23/PPKuKiTkPqCiizc/YxMicfcvx5rba7ySCMgisQHbGkLvWLL3sq3nLTehpEvv3fBwE0C0GaDsWI/nHjxn1TLfTUmpBL9J84ceLXajExMaGnKhwi+qMzi+eekwyKD9predcriRQpO05R2WQ73rGGthG4EyEiB5kFpaPLFrs/8E6mudKlcmZ+KeQ2g2PgHgv9l6FNuBcPouzEZhcvMHYntxM5DrGabB4YkZP73kkDpTGjvz/plJKn0JjRYGOQnd3gMPPHiW6k6VGA6G9A5BL9TIaI/gIOf91tyZrXvtosvRehqjGb/CowjQTph7YvpynWUSEqA4cv1HoaTHpQ0GRsnmSwv6hUcMU5jmz5DMdIA5tz9jGFquIdhzQJ0PTe9Uoke3KR40VgGi1DlA23mDcTpXOA4w7aOkcpdLY5KrOI3D9D91nFZf9vxzcEaSoULPrFYnFpaSmfX88eucFEP/yI3FwGbahORD9cHUNWOHHrX33TWwVC2oPdctsjkay/nGXkjN7ViDyAFGMFp5PdeeGvS3R2ekGpjlkwGcaDY9xBu6d+qcQYQBB5ALtxZVmwTnUtVhTOUiotiTkl/3fOFepRc6/lTbd4mqsQrrnSnd1+veieg3vUIAxAYaI/Pz/f1NR006ZNy5Yts7CwgByQuNHR0Xfu3MnJySHn1EgDiH4XF5f58+drampqaGiQHDabbWBgYGxsLBQ2mVYgoh945Js8WBpcfPYZl2pClCgLPIHopE0kafVW3lC1nYYRxZOYw/79kgfcTn21WatuesMhi8c3w8gJl+0iDUh0ZjGZpfz+pBPuKqi8QDdENltQ222+70WowvaKAYmzoizQsN6L0ArLkBCkSVCM6M/MzFyzZs3HH3/cqlWrFi1anDp1iuS7uroOGjTo1q1bJFkjcol+0PRXrlxp27Yt/I727du3bNmSFrx9u3jx4n79+gUFBdG0wpGJ/qCU/FFSr+VRBjYqEBaazRPuLlvGtPd5bYM0Icj7EInFh8pmw2SHuhZrgbF7WJrSG8kI0/CIy9n2IMA+PAuNSaXmmFUkWZm96qa3wrblzi7iTj4i2RFcQ4f1wDsZgwogTEABol8kEp05c6ZDhw7r169//fp1ly5dZKI/NTX1p59+mjdvHknWiFyiH767e/fuU6ZMsbOzW7hwIdgftODtWwcHB7AEam98NDgy0V/MFUw9Lol1Azrmjmeisrv1F3D40MgSZXbVRaHzqoiq8johd6QB9eCHA/rydbd9ojPR+wJBkKqxCE7vL927Y4aRk8Km0B0iskhLNemIvUdsbf0ZEKRRUYDo53K548aNW7BgQXZ2dnFxMahrmejn8/kbNmzo06cPSdaIXKJ/7969bdq0cXZ2hterV68uL/rZbHbHjh0NDAxoWuHIRD/w910/omb2PgtR9gnBnGLenLMSZ0o4rEPl3ZsNQQAuX7ikbO9qTV3Lg6xwhQ3dIQiijCTnsomn1qC9lgqLHH3OIWbAHoml8dtFD/gBNBdBmhQFiH4Oh9OlS5cjR46IRKIKoh/YtWtXhw4daKIm5BL9y5Yt69SpE3HcryD6ga5du+7evZsmFE550X/LnQYj//2iRz5buYOQgBobd9CO/DuRuBIOaSACkvOh8x6ub33dLb6EK6C5CIIgVSESi8kUOhw33OLFjT+FDu3SPw/84evUtMy3PQjAbbkQhqAY0Q9i28jICF5XEP1gBmzZsgX0NknWiFyiH4R+27ZtBQKJRKgg+vPy8tq1a6evr0/TCqe86I/IKCThbobtt04vUO4hzMQ3JcSTEho+FGdIA8LhCzAaBoIgtUTHjEb7/fdhgAJWaMRlF8+/INnqYcAeC3RtRZiDAkR/aWmppqbmtm3b2Gx2BdEfHx///fffT5o0iSRrRC7Rf+jQIVD2Dg4O8Lq86Ofz+fv37+/evfvdu3dJjuIpL/oFQtGoMpdlBQcVbnA8Y3PIPzLG0JZmIQiCIIhisQhOJ53RTCMnBQTwcYt5Q7YL/Hq/tXcCg+KDI80cBYh+gUCwY8eOgQMHmpub5+fnE9EvFAqjo6N37tzZuXPns2fP0lNrQi7RHxIS8umnn06bNi0gIGDFihUg+sVicUpKytGjR0Hxjx49Ojn5f3t8Kpjyoh9Ya+JDmqejlhE0Szm5751E/pHfjN1pFoIgCIIoltxiLon61U/HIqOAQ3MbB5FYfMczUV36dZOO2BeV4iw3whQUIPqBwMDA8ePHDxo0aNmyZe3bt581a9aGDRumTJnSoUOH2bNnp6am0vNqQi7RLxKJTE1N27Vr17t3b7A8WrZsCQaAurp6x44d27Zta2lpqQA/v/dRQfRfL9vRY/4FN5qlnIDRQv6RHQ8DaRaCIAiCKBbo3Wedcib90YuAxt1fuZQv3PWExqrecs+f5iIIA1CM6BcKhQEBAT/++CMo7RYtWrRu3bpVq1bwd+HChZGRkaDG6Xk1IZfoJ1hbW4P90bNnz65S4MXkyZO9vb1pcRNRQfQHpxSoa0nHJLQtlNoVfmNZJKKzdtE0C0EQBEEUjnbZpjE7HjXuIFQBh/9DmYHx1C+F5iIIA2g80Q9Cv6SkpIKgDw0NvXr16rFjxy5fvgyvaW6tqY/oT0xMrDCVUFxc7OXl9VQKyH02u+ljaVUQ/VmF3EnSTT3gcFVUfLHGQBavs7FHVhAEQRCkGh75JJP+aOJh+0ZdyxuVWdRPui1Afx0LDCiMMIoaRX9+fv7Lly9v3bol83gvKiry8/ODzLt37z548AD0M6hoUlQe0PRbt25NSkqi6YagPqJ//vz5mzdvpgmmUkH0F3L4q2/RPa1OWkfRXGVDLBYP229N/ouA5HyaiyAIgiAKJzA5f/A+K+iP1HabJ+aU0NxG4KY7ddD9v7OuuBEvwiiqF/0CgcDExOTzzz//4IMPXrx4QTKPHz8+evTob7/9ds6cOZMmTRo0aJC+vn5eXh4plWFtbd25c2d//4b0Z6uP6IdfP2XKFJpgKhVEP08gOmYVSVqNhZc8mnCxgTzklfBI7NGBeyzS8ht34RSCIAiCVENSLvun0y6kY30eUNulhPVg2XUv8i3KHooDUT2qF/2xsbEg7hcsWNC6dWuZ6L906ZKjo2NmZiYI/aysrP3794O4Z7FYpFQGiv46UEH0g8Z/6pfST0fi1j/xsH12EZcWKBWByfmk4Zt8xOFNsVL+CwiCIIhqkFfC22RKl5npvaize3EtKeEJ+ks34lXXYrnFNPqKSQSpE9WIfj6fv2HDhr/++uv8+fPlRX8FgoKCNDQ0DAwMaLoMFP11oILoBzxic0DuQ8Mx0sBGSRuOF4FppHldYOyu7FsLIwiCIEoNXyg6aR2lpiXplX6/5FHKl2zP3+A4RWWTjg968JS8pl8xiCDlWbp06d27d1++fOni4lLeNV8sFl+/fn3EiBF+fn5wQjWi39XVFXT1xYsXaboMFP11oLLoj39TQvbz09S1vO6mlPv5nbWPIW3fhju+xRioGEEQBGlSHvumDJG69U8/4RSTVcViRPk5YB5GOr6/THxwtAthGiD6TU1NX716Bdq9vOh3d3fv06fP7du3RSJRNaJfIBDAJwwfPjw4OJhmlQGiv02bNnPnzl1ZC+h7aqKeor99+/bqteDQoUP0Pe8HLKEBAwZ8VY7x48fTsndhs9mjRo2iJ0kZPHhwbGwsLX6XyqKfwxNukMa7VNMy1zYLVsC24Q3Of48DSdu370VoIxzMaIYAAD9OSURBVI2pIAiCIEgteR2fO+WoJDLeGENbm7BMmttw8IWi/yuLWXfKNgqStABBmEGV7j3Z2dlz5sxZs2YNj8eD5PtEP9gDGzdu7NWr140bN0D909wyQPSTqPw1AqfR99REPUU/GB/dasG+ffvoe97PqVOnevbsebocYAbQsncpKSnp3bv34sWL6XmnTxsbG1de70yoLPqBY1aRGlK3/uXXX2cVKp9P/MLLHqTtO+8QI8C2D0EQBGlS0vI58867Qa80YI/FZee4Bh9Li8womiD1yx2iZ/UqCANVI4yjsugXi8VXrlzR0NDw9/ePk2JkZASi//Lly6mpqXw+na0qLi7+77//OnXqBDK4yt21QPS3a9du586dZ2oBfU9N1FP0Dx48GEyWGqnNxgHw33711Vc0US0g+uHMa9eu0XS1VCn6XwamkYnIWUbOIakFNFdJ4AlF3x6TDKioa7Ee+iRj2DIEQRCkaRGIxBvu+ELHBIe2WTCH18BT0Gb+qV/rSQJVzzjpFIiBqhHmUVn0g4K/dOnSgHL06tWrRYsWIJ5//fVXsAHgnNzcXG1tbU1NzYsXL74vnqRq+vSD6O/Tp4+bm9urV688PT1B2dOCSkDRl19+CZeJxWLZ2NgkJ4Pwfa/yrVL0R2cVjTKwgebjaz0ru/CGn4hsVNILSr85aAc/HuwWq9AMmosgCIIgTcdZ+2iy4f2f17waNpa0UCQ+yArvqy358GXXvPJKJJ4SCMIoqhzpT01N9SiHnp5eq1atjh07FhwczOFwBALBtm3bQKaamJhUo2NVVvR36NChW7duXbp06d69+8iRI728vGjZu4Do/+STTzp16tS1a9ePP/5YXV39+PHjFXb/hat58ODB2bNnwzk0qxx8oWj6cUdoPtR2m193jVcut/6glIJRByQWy/hDdu6xOTQXQRAEQZoOx8hs4jf77TGH0LSGnELPKeb+ZeIDnwy6X+9FKM5vIwykmpCdMir49O/cubNjx44zZ848cuTIyTKsrKxIqQzVFP0g8eEfg0uWn5//8OHDQYMGgawPDAykxeXg8XhgFcXExID6DwkJ+eOPP+DMmzdv0uJ3qXKkH9hZthYWXnCUai2sbXgm2Y53ppFzsLL5JiEIgiAqSXZR6UBdS+ib+ulYOEZm0dyGIDStcJaRM3yypq6lmV8jbv6FIPWmNqL/+fPnAwcOtLOzI8lly5ZpVGLXrl2kVIZqiv4KvHr1qkWLFv/88w9Nv5+EhITp06cPGzaMpt/lfaL/iV8KEf1zzroWcJQp+Ne910mD9koa1l+N3RPeNOKG5wiCIAhSe2T78ho7xjTgeLxtWOZg6TK8Yfut47IbJR4ogshJbUR//QgNDd28eXNSUhJNNwT1Ef1Pnz4F+4MmGpq8vLwPPvhg3rx5NP1+uFzumjVr2rdvT9Pv8j7Rn5LHJjuJgIBOzlWmbT5O20X315HsSrjyhncObseLIAiCMINDrHAi+jfc8RU1kOoXiMTn7KPJx84+4yIQonMPwkQaT/Q3BvUR/Y2Kn59fixYtVq9eTdPvJzs7e/78+e+L/PM+0Q/NEQkqDAcrOJ3mKgN7zIKJubLlnj9XgPE6EQRBEEbgGvOG9KoTD9uDWKe58sHhC9fc8iYfe4gVQXMRhGGg6K8DhYWF3t7e8fHxWVlZIOJDQkJmzJjRuXPnV69eQSmXy7WysoJMcrKXlxe8zsjIgOubmpp68uTJ7t27v28rgPeJfmD7wwDSjux9Tj+Z+XB4wk2mkp3F1LVY+17UHAgVQRAEQRRDKV84YI9kIhqOpJyG8T7NZ/PGGNqSz/SKw9gVCENB0V8H0tPTV65cOW7cuFmzZs2cOXPo0KHjx48/f/68UChZYgulLVq0kG0vfO7cOZDy06ZN+/HHH+G0wYMHb926FawFUlqBakT/A+8k0o7MNHJSlmgAWUXcZddfw2+GhvW8QwzNRRAEQRAGMP+CO+lY73ol0iz58IijswfD9a1LBbgDPcJQUPTXAT6fHxERYWlp+fjx4wcPHrBYrPDwcFomjb957949T09PkszIyHB0dDQzM7t///7Tp0+9vLwKCwtJUWWqEf3h6YVkTEJDm5VZWEpzmU1sdvEvFyS7Hg7eZ/XIJ5nmIgiCIAgDMHgVRjT6utu+NEs+DM3pB641aZgPRJDGAEU/I6hG9IPQn3HSibQmliHK4dYfkJz/vfQ3D9tv7RSVTXMRBEEQhAG8CkojveoQPasG2QNn2gnJpjpwmHgk0CwEYR4o+hlBNaK/kMPfKPWPh8PgVRjNZTau0W/GHpR4N44+YBuW/t75DQRBEARRPCGpBcOlO8nAES53J5WcxyYfNWCPRcNu+IUgDQuKfkZQjejnC0Wn7WggsPnG7pCkBQzGIjhdU7r7yTeH7N5gvE4EQRCESSTnsokPKhymr+WNLH7fO5l81M9nXdILlMMLF2meoOhnBNWIfuB5QCrZ6GriYfukHKZH6xeJxaZeiSRe5/TjjhiuGEEQBGEUBRz+v2WR8XY+DqK59WXLPX/yUf89DioqFdBcBGEeKPoZQfWi3zsh97tjkmj9I/Rt7MIzaS5TkU5NRJEW8M9rXjQXQRAEQZiBSCw+ax9NBqd+ueBewq2/Us9n82YaOcPnqGuxrrnGN9RuXwjSGKDoZwTVi/6UPPbvlzygTRmwx+KiYyzNZSocvlDHLJiIfh0zpdlbAEEQBGk+vAhIHa4vceufetwxLK3+bv2ecTnjDtrB54w1tLWPqDoqN4IwBBT9jKB60c8VCLfc81fTMleTTEQGQpIWMJKiUsFft3yI6L/sHEdzEQRBEIQx+CflgdyHfmqkgY08G97fdIsn/rdzzrrGZBXTXARhJCj6GUH1oh84YxfdT0cSrX/JVa/UfA7NZSR5bN7/nXMlot8qJIPmIgiCIAhjyCnmki26+umwzjvEiOvlllMqndkmQ3Lrbvtw+LgtF8JoUPQzghpFv21Y5pB9VtA8TT3uGJCcT3MZyZti7jfSuU445A+FhiAIgiANDoj8rWULcHc9CSqul1t/Sh77jyue8AkaOqzTtlE0F0GYCop+RlCj6IeWZaSBDbQsmrqW1qGMHj6Hn6qhzYKfqq7Fkmd1FIIgCII0Hldd4qCfgt5q0WUP6Llobl3wTcybeNhe0jXvtcSdKBHmg6KfEdQo+oUi8ewzLtCywGHsGCtoiB0EG4nX8bnkd445YFu/CVMEQRAEaWygt+orHaIaf8guOLXOm2pB//bMP5UMco0+YJtbwqMFCMJUUPQzghpFP7D/RSgR01vu+TPZcfCRD92mZIGxO81CEARBEIZRVMona3BB+tdjCp0vFOm/pP3yihuvcYgLYT4o+hlBbUQ/NEmkcZl+0qmwlE9zmcdxq0jyO/99EECzEARBEIR5LJSGw4bDyKbOHvmlfOG883RbXxOPBJqLIAwGRT8jqI3ozyvhkWnEvtqshDclNJd5bDb1I43gKVzVhCAIgjCY8/YxpMOqx1B9RmFpf2lUPeiUk3KZvlk+ggAo+hlBbUQ/8ONp6tb/yCeZZjGP/ztL43Wa+aXSLARBEARhHkEp+aTDGn3Ahi8U0dza8cQvhbz3+5OOuIANUQpQ9DOCWor+vc9DSBOzjameM9Dwfb1fEloUDr/EPJqLIAiCIMyDJxCN0JdExlPbbR6aVre1vH/f9SWdHXTNNAtBmA2KfkZQS9H/KjCNNDHjDtoxc1whj80jv3DAHotknO5EEARBmM2fV71It3XRKZZm1QKwFsgiYDhwG0pEWUDRzwhqKfpjsoplrUxiDhPd+mVTpZOO2GcWltJcBEEQBGEkJ6yjSLe1+IonzaoFsuDUow/YxGYV01wEYTYo+hlBLUU/yOg5ZR7zT3xTaC6TeBVE5yJ+ueCWg0GLEQRBEGZjHZZBovVr7rWs/b68p+2iSWe39JpXVhGX5iIIs0HRzwhqKfqLSgXbHwaQhmb30yCayyQuONJICOtu+xZymBtXFEEQBEGA0LTCcQftSM/lk5BLc6tFIBIvvepJ3mJoHl7K4J1zEKQ8KPoZQS1Fv1AkNnaMJQ3NT6ddeIK6hRpQAFpPg8jP030WzOZhO4ggCIIwmtQ8jixa/zXXOJpbLQlvSqYed4TzNXUtHzI4mB6CVABFPyOopegHWMHpX++3hrZm4mH7qMwimssYlpStiDpjF13X8GcIgiAIomCKSgW7ntDhqq33/WsTI8MqNGOUgSTmz7fHHLzic2gugjAeFP2MoPai3z8pf/oJJ2hrhutbgwFAc5kBly+cfkIy+KGuxTL1SsKwxQiCIAjDEYklU+j9dCRu/XPPu+XWtBoNzj9jF91Pui3Xbxc9MjBkBaI8oOhnBLUX/ZmFpYsvS1wJocU5bRdNc5mBb2Le6AO28NuG6llZYggzBEEQRBlgBaeTkfvvjjkGJOfT3PdQwOFvve8PJ6tpme94FCgU4fgWojSg6GcEtRf9IrH43wcB0NZAi/Pvw4ASXm1DDTQ28MMOssI1pDEQfj7jGpHBONcjBEEQBKlMaFqBbAr9eUANe8nHZBX/3zk3OLmfjsUdz0SaiyDKAIp+RlB70Q9cdo7rL51YXHjJIzGHKRtgQTs477ykHeyrzdr3IlQgQod+BEEQRAkoLOX/dtFd0n9psU7bRouqdU51i3kzTLqyTnOvZV038UWQpgVFPyOok+h3jX4zeJ8VtDiTjtj7JubR3CYFmsiH3snQAsKvGq5v7R1fq6hnCIIgCMIEdj4OhP4Ljm0PAwreH28aOrubbgnkzClHHbjMi6GHINWAop8R1En055RwR+hLhhn66Vi8CkpngjthMVew4oY3aQfX3PJmYCxRBEEQBHkfd70SSRc2/4J70vun0PlC0eZ7fuRM7afBNBdBlAQU/YygTqIfVP6vxpKJSDiMbKIEwqaX/QFJ+WRHQzhwmB9BEARRLkJSC9SkXdhIA5uglPc67ZTyhRMP25POzj4ik+YiiJKAop8R1En0Ayeso0ijs+aWD6ep9wIUicXr7/iS3/P7JXcxhupEEARBlAqeQDRE6jcLh3nQe8Nhh6UVknM091qyGRNIA0FqCYp+RlBX0e8R+4a0OxMO2xe+3/tQMYSkFpCIxf11LDBSJ4IgCKKMrL5FnVQNzcNpViXO2EaTc5Zc9aJZCKI8oOhnBHUV/WyuYJB01ay6FqtpoweIxOLtD+n6p1+N3bOLuLQAQRAEQZQHEw+6Qve3ix40qxJzzrqQc847xNAsBFEeUPQzgrqKfoDEF4Pjuls8zWoKwtMLJ0gdHMH8uOIch9uUIAiCIMpIYk4J6VUH6lrwhVWEo8gq4pJNcvpqs3D1GqKMoOhnBPUQ/UcsI0jztPqWN81SOCDxT9tGD9gj8e2ZYeQUlFLDRoYIgiAIwkzEYvG4g3akY/WKq0LTvwxMI6Xfn3RKyCmhuQiiPKDoZwT1EP224ZlkyGGEvg1X0DRreZNy2QsvecBv6KvN2v00qLSplxQjCIIgSL1Zd5sGpThmGUGzyqFjFkxKN5r65bF5NBdBlAcU/YygHqI/Nrt4lIENaYBCUpvArV8slgx7DJYuLRiyz8olKpsWIAiCIIgSYuwYQ3rVn8+40qwyikr5c6W7zqtrmZ+xi2ZCsGwEqSso+hlBPUR/ZmGpzK3/lnsCzVUgHJ7w77t0UGS+sRt68yMIgiBKjXNUdl8tyZ4zGtqs/HfH8gOS8ycdkSxgG2FgU01MTwRhMij668apU6c6dOjweTnGjBlDyyqRmpqqq6s7dOjQL7/8cty4ccbGxkVFRbTsXeoh+ou5Aq2ndKpx8z1/xSvu8PTCgbqSYf6+2iybcNyjBEEQBFFuoF+bctQB+jV1LVaF6euH3slD9SSB/GcZOTdt0DwEqTfVi36xWOzq6qqpqfnBBx+8ePGCZHK53L///nvy5MndunWDfHNzc5KvABgh+nv16mVdDmdnZ1r2Lnw+f8uWLUOGDDEyMnr16pWWllbfvn0vXLhAi9+lHqJfKBJfdYkj++D+cNq5qFTR0fr/fRgAXw3H3HNuVQY6QBAEQRAlIr2A8+c1L+jX1LTMz9lH01zo0IWiA+ZhYAlA0bJrrxXf4SJIg1C96M/Ozl6+fPnIkSNbtmwpE/0lJSWLFy/euXMn/G3RokWzE/1fffUVTVRLbGxsz549Dx06xONJpgjz8/OXLl2qpqYGNhM5oTz1EP2AVWgGceufcNhewZFzorOKyEYB0DKa+afSXARBEARRWjg84Z5nIdC1wbH+tq/MbTWzsHTVTcnWXaD7D5qHozMroqRUL/rPnDkzd+5cAwOD1q1by0S/SCTKzc0VCAS3bt1qjqL/888/v3fv3smTJx8/fpyXl0cLKmFsbPzll1/a2NjQ9Nu3586d69Spk6trxeVBQP1Ef0hqwaxTztAMfb3f+qlilffe57RZnH3WNb2glOYiCIIgiDJz1SWuvzQO9dxzrhmFtHcLTSucetwRMvvhxvOIMlON6I+OjlZTUzMzM7tz50550S+jOYr+y5cvDxkyZOTIkaNGjVJXV//ss8+uXbtW5eD9pk2bhg4d6u/vT9Nv3z558qR79+5wPk1L7afk5OTQ0NABAwbQrLqQW8JbelUyEamhzTpuFSkSK2j0If5NyWTpeib43tO2UTwB+vYgCIIgqoBNWOYYQ1vo4KYcdXhdtgMXZPbTkfj2DN5nlYHjXIjSAqLf1dUVZGdcXFx57ZqdnQ2ydvPmzQKB4O7duyj6KXCZ4GIVFxez2Wxvb+8FCxa0a9fu5cuXtLgcK1euHD58eEhICE2/fQun9ezZ8/Tp0zQt9ftnsVhnz57t06cPzaoLoPK1ngYTL8PN9/wLOIrwMhSKxJedYzWlS3i/O+bgnYC7EiIIgiAqQnRW0YyTTtDBDdWzeuSTDDnQ1Z6wjoQcOOZfcFPU8BqCNDxLly49fPgwyM6HDx/KfFVKSkp27do1fvz4jAzJLBaK/vfi6+sLl2DVqlU0XY6NGzdWOdJ/9epVmi5H/dx7gNseCWQicv4F97hsRWwQmJbPWXb9NXyjupb51nv+bJ6AFiAIgiCIklPKF5JNJ9W1WMetI/lCkUAkXnTZk4j+C44x9DwEUUIqu/eIxeKXL18OHz789evXJAdF/3sB8+iDDz6YM2cOTZcDDKmvvvrKzs6OpqVe/p06dXJycqLpctRb9Psm5pEFtWMP2ipm0N0uInPwPsk3wvdahaJrI4IgCKJS7CtbtLbJ1C+3hFfCFZDJbThisqqOu40gSkFl0S8UCg8dOgRqvl27du2ltGnTBpQt/J08eXJkZCQ9rxmKfpFIxOVywSoiSYFAYGZmBpdgx44dkIR8DofD51Mfm6ioqG7duh0/fpzkFBUVrVy58vPPPy8trcIdsN6iv5grGH1A4n2ormX+zD+1sacduQLRjkeBpO2bfcallC+kBQiCIAiiEjz1SyHd3M9nXBJySmzCMkhywmF7mQBAEGWkypF+d3f3g+X4/fffW7ZsCWfevHkzJyeHntcMRT9cqYsXL8JVsLa2trGxOX/+/JAhQwYMGEB8eAoLC0H9379/n5zM4/HWrl07YsSIq1evOjg4GBoa9uvX78SJE6S0AvUW/cAKqbMNHIdY4Y29MXhMVtEIfWvydS8CMFIngiAIomrEZReTbm6onpV/Ut5/ZUNd2x8G0jMQRDmpLPorU9m9x8XFBbT+v//+C6JfT08PXst8gRqVphf9WlpaY8aM0dTUBAUPSh1kvZ+fHzH909PT4XKsXLmSnAzEx8dv374dTuvfvz+869ixY+8L8SmP6L/iHEfaoyVXPRt76H3fCzrpOeuUMweH+REEQRCVQyAUf3PQjnR2918nkel0OB77ptAzEEQ5qZ/onzVr1ueff/7xxx9/8MEH3bt3h9dLly6lZY1J0/v0C4VCHo/HlQIvIEkLpFMkkCkQvLOwVXY+n88Xid4b2lIe0R+WVkjao2H7rYsbc5vArKJSDekGwHCYeiXRXARBEARRLbY9oFvO/3Lejbz4Ws86NLWAFiOIclIb0U9c2ctLVpnulSFzZW9UGLeQt6GQR/QLReLh+6nLjV/iezcLkxOx+O1xqwjyLdNPOCXnsmkBgiAIgqgWZv7UrV92/GrsnprPocUIopzURvQzBxT9VbPyBnXrP2MXTbMamuQ89kwjye6/fbVZhy0icAkvgiAIoqqkF3BkM9vk0DELLuZiiGpEuUHRzwjkFP3nHWJIq/T7JQ+a1dDc9kgYvM8KvmLiYXuX6GyaiyAIgiAqh1Aknn7CkXSscAzYY3HDLQFD9yDKDop+RiCn6PeIyyENU18tcw6v4cfg3xRx15r4kK9YfcsbN+RCEARBVBiQ9/+UufXDMf6QnVMUjnYhSg+KfkYgp+iPf1My4RANNeAZ97+gqg2Fc1T2qAM28OED9liY+WOkTgRBEESVEb99e90tnvSqcMw565qEK9kQ5QdFPyOQU/RnF3H/vOZF2qYG3yScLxTtLduecKaRcz5bEUu2EQRBEKQJcY15oynd8F5tt/mGO37QFdICBFFaUPQzAjlFP5sn1HsRSnT5mlveDet2mF5QOspAMswPx12vRJqLIAiCIKpLZEbR9yedoONT12JdcoqluQiizKDoZwRyin7AxD2BhBqYaeScU8yjuQ3BcatIovi/OWgnEOEyJgRBEET1KSoV7JDuxaupa4G+PYhqgKKfEcgv+u0jssYdlOwaOP6QnXdCLs2Vm+wi7rD9kqA96losY0cc6kAQBEGaC1mFpc8DUqMyi2gaQZQcFP2MQH7RD63ST2dcQJ0P1bO6791g2+VeKAsG+u1Rh+isYpqLIAiCIAiCKBUo+hmB/KK/mCv487pkLa+6FusgK1zYEH44mYWlc866EtGv9yKU3QjBQBEEQRAEQRAFgKKfEcgv+oH9L0JB8YNA33DHN6ekAdz6H/umfK1nDR841tDWLjyT5iIIgiAIgiDKBop+RtAgov+RT0p/HQvQ6D+fdZXfFSefzd9yzx8+TW23+fLrr3MbwopAEARBEARBmgQU/YygQUR/eHqhpq4kqPBwfWv5t+h6HZ87XrrhVz8dC4zUiSAIgiAIotSg6GcEDSL6eQLRN1KZrqZl/sA7WZ5o/UKR+LBFBHwOfNqEQ3Z5OMyPIAiCIAiizKDoZwQNIvqBTaZ+INPh0H0eIk9M/RKuYNQBuiEXbkqCIAiCIAii7KDoZwQNJfrvvU4iSv2XC248Qf33DAehTz5nrKFtUamA5iIIgiAIgiDKCYp+RtBQoj8xh018cgbvs6r30lt4I/Hmh+OkTSTNRRAEQRAEQZQWFP2MoKFEv0gsnnTEnuh1p6hsmltHTDwSyCeA9A9JLaC5CIIgCIIgiNKCop8RNJToBzZL42zCceBVOM2qC0Wlgrnn6IZcu54EoW8PgiAIgiCICoCinxE0oOi/7hZPJPsPp53rGsAHTjcPSh9pIFnCO0Lf5lVgGi1AEARBEARBlBkU/YygAUX/6/ic/nskW3T11WZlF3Fpbu0oLOXvfBxEtvVddNkjs7CUFiAIgiAIgiDKDIp+RtCAoj/+TcnU445ksN8uPJPm1o6g5HyyJAAMhisucfJE+kcQBEEQBEGYA4p+RtCAov9NMXfNLW8i+o9Z1SH2Dkj8cw4x5I2D9lnWO/gPgiAIgiAIwjRQ9DOCBhT9pXzhQVY40e7LrnkJa71FV1GpQDZFUCdrAUEQBEEQBGE4KPoZQQOKftD4pl5JmrqWoN1nGDml5nNoQU3Au4jiH33ABr35EQRBEARBVAkU/YygAUU/4BKdPeGwxDX/m4N2rtG1ql02TzChbEMu/ZdhNBdBEARBEARRCVD0M4KGFf0Jb0rmnJXE2h+019LEI5HmVssTvxSi+L/WswpKzqe5CIIgCIIgiEqAop8RNKzo5/KFq25K1vKqSYbtQ/lCES14D0WlgiVXPcn5m+/55+ESXgRBEARBENUCRT8jaFjRDxy2iCDh9tfc8smqKVq/XXjmWENbOHnYfuvHvikiDNWJIAiCIAiiWqDoZwQNLvrNg9L76Ui26Jpl5ByZUURzq4LNE+x7EaquLbEQ/u+ca1qtF/4iCIIgCIIgygKKfkbQ4KI/MYc9QLovr+ZeS/fY6ioYTILpJyWROtW0zI1somgugiAIgiAIokKg6GcEDS76RSLxlKMOIOXhMPFIrMZh57prvBpZwrvfOjGnhOYiCIIgCIIgKgSKfkbQ4KIf2P00iIj+/x4Fvm+LLq5A9OMpZ3La3mchNBdBEARBEARRLVD0M4LGEP3mQWlEzc865Sx4j+h/EZBK1vsO3meVXoDe/AiCIAiCIKoJin5G0BiiP4/NI347alrmVUbhFJZzAdr5OIjmIgiCIAiCICoHin5G0BiiH5hp5EQ0vXlQGs0qh0VIBin9Ws+6+sW+CIIgCIIgiFKDor+eFBUVmZiYaGlp+fj40Kx34fF4Bw4cgBNk6OnpZWdn0+J3aSTRv+sJdevf9TiQZpVRwhWsNfEhpX+Z+GTXFMsfQRAEQRAEUV5Q9NcTKyurPn36tGzZ8vr16zTrXUpKSj777LMpU6asKWPTpk0ZGRm0+F0aSfQ/8E4msn78ITvxuxF83GLeTDhsD0WD91nd9kzEDbkQBEEQBEFUGBT99YHH402cOHHevHm9e/euRvR/9dVX165do+lqaSTRH5ScP1AarR+O5Fw2zYXfLxAdZIWraUnyfzztEv8GI3UiCIIgCIKoMij66wyHw/n7779B8T948OCLL76oRvR/+eWXJ0+ejI+PT0xMLCqqblvcRhL9CTkloOmJ6H8Z+D+3/pis4tlnaP4B8zAc5UcQBEEQBFFtUPTXDbFYfOPGjc8++8zb29ve3r560Q+nDR8+fOrUqTNmzFi/fr2VlRWPV0UUHaCRRH9uCe/vu75E3Ou/DKO5b9+aeiX205FE6hy4xyIqszprBEEQBEEQBFEBUPTXDR8fH9DxpqamoP6rF/1cLldLS+vBgweOjo4mJiYTJ0786quv4C20WEppaem5c+eWL1/evXt3mtWg8IWiY1YRRPQvvOTBE4ggE375/51zJZn/PghAb34EQRAEQRCVB0V/HSgoKPjrr7+WLVtGktWL/gqEhISMHj166tSpNP0ujTTSDzzySR6yzwr0/fcnneKyiyHHJSqbKH4NbVZK3v8c/REEQRAEQRBVpUbRHxQUNGzYsA8++ODFixc06+3bvLw8Q0NDdXX1jz76aMaMGY6OjiKRZBC5sWli0e/s7NynT5/jx4+bSzl06FDPnj3/+ecfUP81Wk4cDmflypWdOnWi6XdpPNHvGZczWboD11hDW/vwTK5ANP+CGxH9m0z96EkIgiAIgiCISlO96M/Pz9+0aVO/fv1atGghE/0CgWDt2rUaGhq6urrXr1+fN2/egAEDbG1tSWmj0sSi383NbVw5NDU127RpA6bP3Llzvb296UnvobCw8I8//gAjgabfpfFEf1o+Z+45icofqGtxzTXeKTJbXRq0Z8g+K9vwTHoSgiAIgiAIotJUL/pNTEx+/PFHbW3t1q1by0S/u7t7jx49Tpw4QValxsXFTZ069ddffyWljUoTi34Oh5NQDlNT088///zo0aMpKSlQJBQKIVN2NePj49ls6jwjEolevnzZp0+f5cuXk5wKNJ7oF4jEa29LNuFS222++0nQ6lveZJh/2bXX6QWl9CQEQRAEQRBEpalG9CcmJg4fPvzmzZu3bt0qL/o3b96soaHx+vVrkhQIBHv27OncufP7ItM0IE2/kLc8FXz609PTW7RosXLlSpLU1dWF0kWLFm3duvXnn3/u0KHD6NGjwUIipRVoPNEPnLaNUteSxOoZoW+jqWsJLwbssbjsHIcreBEEQRAEQZoJIPqTk5PZbHZpaWl5v3wulztp0qSFCxfy+fy7d++WF/3jx48HYyAt7X9h3y9cuNCxY8fw8HCabjSYJfqDgoJA4tvY2JBkbm7unDlzTp06RZIBAQF6enrLly//5Zdf4CqfPn0aLjQpqkyjin77iKy+2hLRLztmnHSKyCikxQiCIAiCIIiqs2TJkvXr12/bts3IyCgzk/p4g+I/fPjwwIEDExISIFlB9A8ePHjUqFE5OTkkCVy7dq1z586enp403WgwS/Q3II0q+rOKuP3L9uUlx55nIQIRjvMjCIIgCII0F6p073FwcBg9ejSLxSLJCqIfFP/IkSNlFgJw6dKlTp06BQYG0nSjgaK/PojFb38q25eXHKFpBbQMQRAEQRAEaQZUFv1CofDYsWPt2rUbPnw4SH9AXV29RYsWGhoay5YtS0hIWLRokaamZlgY3eBVLBYfOnSoTZs2hYWN7jCCor+eGJqHyxT/qpt0NQaCIAiCIAjSTKgs+kUikbW19aZyzJw5s2XLlrNnzwZjIDMz886dOz179nzw4AHIfTg/Nzd36dKlYBuQtzcqKPrriWvMGzVppM6BuhZByfk0F0EQBEEQBGkeVOneU4EK7j1sNnvs2LE//fSTo6NjWFjY+fPn1dXVL126REobFRT99YTNEy667Kmpa6n1NEiEUXsQBEEQBEGaGfUQ/YCLi8u8efNGjx49YcIE+Lt///7y63obDxT99SctnxOaWpDHbvS4qgiCIAiCIAjTqI3oz83N9ff3Lyj43+JPoVCYmZkZEhISEBAQHR1dUlJCCxoZFP0IgiAIgiAIUmdqI/qZA4p+BEEQBEEQBKkzKPoZAYp+BEEQBEEQpPFA0c8IUPQjCIIgCIIgjQeKfkaAoh9BEARBEARpPFD0MwIU/QiCIAiCIEjjgaKfEaDoRxAEQRAEQRoPFP2MAEU/giAIgiAI0nig6GcEKPoRBEEQBEGQxgNFPyNA0Y8gCIIgCII0Hij6GQGKfgRBEARBEKTxQNHPCFD0IwiCIAiCII0Hin5GgKIfQRAEQRAEaTxQ9DMCFP0IgiAIgiBI44GinxGg6EcQBEEQBEEaDxT9jABFP4IgCIIgCNJ4oOhnBCj6EQRBEARBkMYDRT8jGDJkyNPG54kUmkCYBFYNY3n8+DF9hTAMfGQYCzZojAXrhbEopq/57rvvUPQ3PaamplcanxUrVujo6NAEwiR0dXXB/qYJhEmoqanRVwjDmDJlCn2FMIylS5fu27ePJhDGYGxsPH36dJpAGEb//v3pq8bk4sWLHA6HSk/Go7KiXzFcu3bN29ubJhAm4e/vf+nSJZpAmMTo0aPpK4Rh/PXXX/QVwjAuXLgQFBREEwhj4PF4mzdvpgmEYUyaNIm+QspA0S8XJiYmvr6+NIEwicDAwOvXr9MEwiQmT55MXyEMY9OmTfQVwjCuXLkSEhJCEwhj4PP5O3bsoAmEYcyYMYO+QspA0S8X8fHxubm5NIEwifz8/Li4OJpAmISdnR19hTAMHMJgLLGxsQUFBTSBMAaRSBQQEEATCMNwcHCgr5AyUPQjCIIgCIIgiIqDoh9BEARBEARBVBwU/RQul1tQUPDmzZuMjIz8/HyaWwaPx8vNzc3MzMzOzi4qKhKJRLRAilAohLdkSYEXkKQFZcD5hYWFUAqfAF/BZrNpAVITYrEYqgauKlz5Kq8enFBSUkJKoY6gpmhBGRwOB94FpTk5OfBRNLcMyIF88slwJnwaLUBqAu7z4uJicvXg3oY7vMKdz+fzZU8N1BHNLQNK8/LySCl8ToVnigCZ5PMrvx2pBrhucMXg4pM2Bx4fuNq0TIpAIICLD6WkQaO5ZcjaKwBaxQrVSpo7eCOUQu2UlpbSAqQWQAsD7Qy5+FA1lRsluLzvu/hQL/CkkPdCP1W5Xso/j5UrDqkeeEbgypPOgjRKtKAMuNVJKfwtf9uTTgouOLwL6gUeqMr9CKl32YfDF1XZ4iFVAncyXNVq+hqZQoMrXEEhQE3J9ANpryrUDlQE1J3keZM+NSpfLyj6KceOHZs+fXrfvn3btm37+++/01wpcLsYGhqOHTt2yJAhw4YNW7Bggb29vey+gXvR2Nh44sSJgwcP/vrrrydNmvTgwYPytx2ccP/+/ZkzZ44cOXLEiBETJkzYvXs3LUNqAp7hw4cPT506Fa4/XF6ogjVr1vj7+9NiaZSeZcuWDR8+HKpm3LhxJ0+ehCeclr19Gx0dvWHDBngjlMI5cOVTU1Np2du30Ars379/9OjRUApV8/fff8P5tAypCTs7u99++238+PFwYaFeZs2aBfe5rC2GioOnZtSoUXBthw4dCnUUGBhIigDoUK9evQoPC5QC8Dmurq60rBze3t4DBw5s06bNqVOnaBZSC4KCguCCQ6MEbQ5UDdTR6dOnoVMkpdAiXbt2jTxQwC+//OLi4kKKAGjZXr169dNPP5Gq+f777x8/fiyTONApwnsnT54MNQsfDvz333/41NSeuLi4jRs3wp0PzQ48F4COjk5CQgIpBe0IF//HH38kVTNjxoyHDx+SIiAmJgb6Jrjm3bt3b9GiRfk1S1Brnp6eixcvhv4FToDOCNpMqKnKgyBIlUCXfePGDbjtoROB2x6emoULFzo5OdHit2+h49i6dSt0E1AKtaalpZWUlESK4IGCBurbb78F/dC6dWsoqmDIgY709fVdv349PHTQWsLfJUuWgMSkxUhNWFpagu6S9TXwgDx69EimwUCh6evry/qalStXypa8gyEHnf60adPGjBkDRVB9//zzDzxHpBSAqnn69CnIMyiFJw7OfP78eXmLTvVA0U+BhxbE5ZkzZ6C5rCD6Dx06pKamdvDgQTc3N7j5oGGF2ystLY2UXrhwAUTJ5s2bwRJwcHCAB/6rr76ChpvckdDmXrlyBdoC+BAo9fDwgE948eIFeS9SI9CxgS6/fv26o6Oju7v7zZs3e/XqBX0h0e7wcIKpNmXKFHhuoc+DiwyXGtpucvHz8vKgbe3Zs6epqSnU3eXLlzt16gTPPAmpC/IUanzAgAHnzp2D9969exeqFRp6WVOCVM/t27cNDAzMzc29vLwsLCwWLVr0xRdfwB0ORQKBAFphsJ/BBgM1D7XTr1+/n3/+WWZxQcOqrq4OcgfqFD4B+lpolHNyckgpAUwyUK7z5s1D0V9XXr58uXPnTjMzM7i8IFzg9WeffQYSEHo4AHTk559/rqurC1qfxWKBrIenJjIykrwXFDwYWvDggFHn7OwMNjMk4QEhpQ8ePOjRo4e2tjY8j/BMQePWpUsXsJYrqBzkfcADAtoRzGO4+MDZs2ehgdqxYwcIRygFwxiUx4oVK6DWoL9YvXo1VI2Pjw95b1RUFFTlxYsX165d2759+/KiH6oVqhLqFDoXeB6tra3hQ6Cm4IvoGUi1QGcBjQwIALjt4W6HZwRaJGij4JpDKfTjv/32m4aGBnRA8ExB0wf1Ak8BmQ0oLCyETufYsWMmJibQ+1cW/YmJiWASgK6Adg9qB54deFF5JgF5H3DZDQ0N4Q6Hqwf9BRgA0NeQqAPQ18BtT/oIaJGePHkCVTN//vz09HQohYqDFgzeDk0ZVBw8bv3794euSvqpEiAfGsOlS5dCvcMTt2rVKk1NzSpHoFQGFP0UEIJgFIIoIQ8nzZUCTz7cJUSRgCKEGwLum3379kESnvapU6d2794dXkjPlXzOuHHj1qxZQ8aboSuFJNyU5afXUVbWHnikS0pKZFcM+ra9e/d++umn8ORDEtQkdGzQ4EI+JN+8eUPGukgSlGjv3r1PnDhBkvBRmzZtAgXz+vVrSILBALbcli1biOsIlB49ehQUjKyLRaqHzWbL+jaoIOjJoFPctm0bJCMiIsCCAr1OBhqh9NGjR/CY3Lt3T3r6W2iUf/jhh+TkZFIKXSCo0tOnT5NSAKoMBCUZ0UHRX1egFQJo4u3bhISE7777DlQL3OTQjoGgnzx5MpmNJBX3wQcf7Nmzh5wMzwhYwqB7yEMXHBw8evRoMJVJKdhpYDnLPhwsZ2gAwQiHR4/kINUDj0x5XzW4gCA4xo8fT2ZLwIoeNGiQLIZSSEgIJH/55ReShJPhykO9XLp06aOPPqoQnQwaNIAmpO/98ssv4SmjaaRaoMGBeoEHRJaE9qdly5bGxsaQBBusdevW8IyQE6AU+nRQh9DQQRJqBKoViuD6g81WWfSD7gQTAmqEPFNIXYHGSjZnBdfQxsYGjCswgCEZGho6dOhQMANkfY2pqeknn3wC6p8ky3tSwTnQvrVt27agLBAW9EQff/yxbOw/KSmpX79+UNHlHyUVA0X/O1Qp+kFzbN26VdYcwP1B5k/hNZwPDzPoG1IEwE0Gnes333wTGxsLSbBNu3XrBt3qq1ev9PT0QNaEhYVV8K9F6sThw4d79eoFFxZeL1++HB5R2Z41cPFBuEN9kWEzkPvweJefRfXw8ABZb2JiAq8DAgJAvpSP5Q+GPhj9+vr6NI3UBbi2IBa3b98Or1+8eAF1BI0vKQLg8enYsSM0piBcoJrgodi9e7fsQUhJSYHOEh49kgRApw4fPhwUP9hgKPrlBJqpmTNnQrMGtQDictiwYSBZoBZIKdQIKMhp06ZBdUAmVBzoeJkwhd4RnjLoVkny4sWLnTt3BpM7Pz8fiiIjI+GRgeYRPoScgNSVv/76a8KECUT0T58+HboPWZMFYgVUO9z/FSRIlaK/AtBPqampgdlM00gduXPnTqtWreCGh9dgjIFhDP04KQLs7OzatWsHXQZNS6lS9ENm+/btV6xYAbbckSNHQAZYWlrCsyN7AJG64uzs3Ldv3127dsHrx48f9+zZE/6SIgAMY+hrDA0NZVpfBjRT//77L6gCohAyMzP79+9ffgMvaPf++OOPn376qcK0syqBov8dqhT9gwYNmjNnDvHngQfVwsLiyy+/BLsfbqni4uJZs2aBjpS597158wbOV1dXDw4OhpNB5X/66afjpYAxCrcX9KmQibq/fkBPBsoS6ohM3oFxBY1sRkYGKQWuXbsG3aG/vz/oG2h84TUtkAJPMlSckZERvH748CFUzbNnz0gREBISAk3J0qVLaRqpNWw2e+/evb179yazKDdu3IArXyHoOzSv69evh0cG9CLUwrFjx2iBtF8cO3YsPBokCdUEWufvv/+Gk1H0y8+9e/egasC+hRYJLGS4zpcvXy6vOUaMGAHXH7pAuOAgbubPn08LpNbatm3bZM8R6FGQ+J988sl3330HTR8oftlMOlIP/Pz8+vTpA0KEOHv069ePPCOkFFi9enXLli0r6PsaRT/onsOHD/fo0QPMZpqF1AXoU6DTh9ubDN6BYQbPRfkL7uXlBd0HGT+SUaXohycOjIeRI0eCaTdv3jz4WOhllixZUr7bQmoPPB0g96FBI4vEwCoDiQ9yi5QCIK40NDT++ecfMpkpA1o86JLGjBmzcOFCkgNVA1pu5cqVJAlADW7fvh0qS4XbNBT971Cl6D9//vxnn322Zs0a6DuNjY3BCuzcuTM0AWQ66c6dOx9++OHcuXNBboLWAWUPPeIXX3wBdyTcZGButmjRAt4SFRUF9xO0IL/88kvXrl1lPrJI7UlOToa2EurC3t6e5AyTLs8tb5TfunULbDA3NzeonR07dkC3RwukQCsAPSiRmzdv3oQ2/dWrV6QIiIyMhMYCapCmkVoDlx30ir6+PpkQu3LlSocOHcLCwkgpgSzCLiwsBPu5bdu25XW8UCgEqxgeK3gNTbauru7gwYNJF4uiX04cHR0HDRq0bNky0PSQBHu4e/fuUF/lRT/IkVGjRqWkpLx58wZatsWLF9MCaU/533//QRNHkvAh0OOC4oeW7cSJE7/99tvEiROfPHlS/tOQWhIQEACXHS5+aGgoyQEDYPPmzeVds8D0hSYrPDycpqVUL/pF0rWJYGODtSZzikBqT0FBgba2NshBmckEjw88FyAPSBKAdgkqCxo6mpZSpeiHzgje+9VXX5mamoJghQ8HFQG92IULF+gZSF24evUqdNOHDh0ibc7Zs2fbt29ffm0u9CDQ4m3cuLG88QxA4wZG1zfffCMLBEIqccOGDSQJQMVB9UFXJVu0qXqg6H+HKkV/UVER3GdgIPbs2RMeaZCMIFCgzSX3HNwl5ubm8C54jEk7u3PnzoEDB4LigROMjIzggS8fgQE6yNatWx8/fpymkdqRl5e3du1aaDpdXFxk03YgOIYOHVr++YRWuFOnTmDBg47U0dHp2LEjLZCSlZUF8oX4jkNFfPrpp9A7kiIgODhYXV19xYoVNI3UDri9e/Xq9c8//0AdkRzQlKDgyai/jL59+4KCKSkpgQcKHoEjR47QAunA5NixY3v37g2vWSwWnAk9JSlC0S8PoPjhqpLlE6S9gkcDbN2LFy+Wl+nQrI0bNy47OxusYmivoGukBdIedOvWrV27diWvDQwMvvjiC5Cb8Boesdzc3KlTp0LrRwZEkdoDHQRcN5AvIOhldTFgwABo5YjvAWHlypUg+mXhfQjVi35XV1doJ9evXw8VSrOQugAGLWjBGzdukCEMAC4mPBflo1R5enp+8sknd+/epWkpVYp+kJjw3lmzZsnCysHDMmXKlNmzZ5MkUnvAcIK+ZteuXWA7kRx4FqDHL78pMjRN0I//+++/5Y1nOP/7778fPHiwvb29zBcxJCQEnhSw6EgSgBoECTd69GgVnodB0f8OVYr+CsATO2rUqDlz5tD0u0DzvXDhwh9//JGMCjx79gyabFtbW1IKkCVB6DheJ8BkB70Iz6eFhUV5sQI2OghE0IUkCcbAgQMHOnToQJ72M2fOtGvXrnx/CRXRrVs3spw0IiICGovy6sfKygoaFLTHag80r9DtwWVcvXp1+eWJUE0VhsFATbZv337//v3EYAMLGRplaGFJKcgXaI5/+ukneH3+/PkePXpAJRKgBqHLBN3fr18/VJa1B64zKH64qtCglQ9iC9cQurT//vtPZjlDLUDVgGFA+kLoLydPnix7C8j6xYsXg0kGrzMzM3/55RdQ+aSIAAoJqgZMcZpGakFMTAxc8OHDh1fwIvj555/nzp0ry4Tna/r06aDv4QXJIbxP9INItbOz69Kly5IlS1Dx1wPoOOB+hj4C+o7y1/zYsWPQCllaWtK0tImD1qlCmJcqRT+YcMQXQJYJ2gBq/7vvviNJpDbweLybN2+2bdsWOv3yfjvPnz+HXhuKaPrtW2i7oEE7evQo6dnhb1paGlzw8j4ChJycnEGDBo0ZM0bWGEJlLViwYN68ebIBLNUDRf87VCn64aYp30GeOnUKBA20rSQHekqZaoQXzs7OcG9BG0GajKCgILirdu/eTTpUyNy3bx/cuOXXnSDVk5SUtHLlShAWcNFkQy8EBweH7t27Q42Qq52SkjJ79mzQjqS+oC5AwWzfvp2UQoMONTts2DCw7yEJTfCIESPAyifxy6F0z549IDdJQAakRuBZuH79uqam5tatWyt4T4KhNXHixClTppCoVlAdUEfQNMuC1a5atQpOIOHw4NEwMTHp2bMnGTaD2oEW/GoZurq6rVq1WrRoEZhqshhZSI3Y2NiMHz8erpssPD+hoKBg7dq1IDeJKIQm69GjRyBoZLYuGGZgXVtbW5NmzdPTEywHPT09eA19JHygmpqabBgMnpr58+eD0JHNmCM1EhoaCm0UaL7KF+306dN9+/YlC0bh+ru5uUFy3bp1pFRGlaIfnkeoSjh/+fLlxJULqRPwREAXAA0R1EJ51Q74+fm1a9du48aNZDgJuiESkKfCMESVoh8AU3nkyJHE7xyqFSzkgQMHkpgHSG2A/gXu+f79+8NFq9DXwFMwevToqVOnyvoaUF+g0MAqIyeAgQ39PpwDeoDklOevv/7q3Lmzl5cXSQYGBkLrd/jwYRX2i0PRT4EHEhTMyZMnBwwYAA8zvL5z5w7xG4mOjtbR0YEkNKk7d+6ELnDXrl0y9Qml//77L8iUBw8e6Ovrw9t/++23xMREUlpSUgL9JdxG2traoGngde/evX/++WcVtiMbFpAXq1ev/vDDD9evX//06VNQjQCLxSLj96Dmly5dCjUCkgVMAjgTbAPZ2ly4+KBH4ZHeu3cvSEZoL9q3b3/w4EHyPEPrAJoS+kg4B94LdaehoQFVSbQOUiNw0b788ktQ9qampqReAOKWAzoe2mgwbqHWoPTQoUOffvrpn3/+KROgxNEcFCQ8NefOnYMWGWRQBRdMArr31APow+DyAmfPnqUV8+IFXHO45+H2BkEPtz10hNCmwQlgAMD1l/nIpaenjxs3DjpReDpu374N9TJ27FhiJ0O1XrlypWvXrnPnzoVSePumTZs6duwIf6usO6QyERERYO726NFj37590FKRqgELjUytgBk8efLkadOm3bp168aNGz/88MPQoUPLK0vomACQ9aBBjxw5Aq+hWkFiQrVaWlpCCzZixAjojMjHAlZWVvSdSLXADWxgYAD3NjwX0LLRy/fiBVHq0N3v2LHjs88+A6sAmqzdu3dD0wedDqh88nZopqAuLl++DP377Nmz4YWJiYlsxgZK4WEE6Q91Ck/QzJkzhwwZAoYEKUVqBDoR0PHwXMDFpxVTrq85f/48KIS///4benlDQ0Poa0AJkAcK+nq47JADmo2+TYqsJwILHJ6a6dOnQ4MGNQhfAc1d+X0kVQ8U/RQw7j/66KNOnTq1atWqdevW8Przzz8nk0HQEH///ffwkPfq1QtaZGiOy484gvoEEa+urg4twqhRo8DKfPPmTXnhWFBQALLm66+/hjsP7HtoNcovPEWqB5pLaB8/+OADaI4/LuOLL76A55OckJqaCgYV2FpweUGAmpmZlR9lgZqCGgGrAOpu5MiR165dK++FAq+hNuEh/+STT+BbwL7Hqqk9mzdvhnoBzUdrRYrMURW6wydPnowfPx6eC6gdMJvLh3IHaw2EzqxZs6Be4NmBj3qfgzKK/noAcgSqBowuWitSJk2aRMxduPgODg7Qz0ETBxd/3bp1FVatBQUFgS0NTxmc8Ntvv4EJAT0rKeJwOA8fPoRmEKoVnpphw4YdPXq0wmQCUg1w9eB+hl6mfIMGvQNxSobrDC/APAbtCCrn119/hfufvJEAHRMAir9Fixbw6MHrlStXwvUHVQqmNVR6+/bt6YdKgUePvhOpFuIBAhewS5cu9NpJAbFIToDOAlohuOGhyQJL7OLFi+WXXuzdu5dUTcuWLaF+4UXPnj1lG/qCse3i4jJv3jyoVnhwFixY4O7uLnumkBohayoq9DUyF2voa+Cx+uabb+DagsSCupD142w2myi6CtUqi6QCUi0kJAQsPXjcAGju4AFU7apB0Y8gCIIgCIIgKg6KfgRBEARBEARRcVD0IwiCIAiCIIiKg6IfQRAEQRAEQVQcFP0IgiAIgiAIouKg6EcQBEEQBEEQFQdFP4IgCIIgCIKoOCj6EQRBEARBEETFQdGPIAiCIAiCICoOin4EQRAEQRAEUXFQ9CMIgiAIgiCIioOiH0EQBEEQBEFUHBT9CIIgCIIgCKLioOhHEARBEARBEBUHRT+CIAiCIAiCqDgo+hEEQRAEQRBExUHRjyAIgiAIgiAqDop+BEEQBEEQBFFxUPQjCIIgCIIgiIqDoh9BEARBEARBVBwU/QiCIAiCIAii4qDoRxAEQRAEQRAVB0U/giAIgiAIgqg4KPoRBEEQBEEQRMVB0Y8gCIIgCIIgKg6KfgRBEARBEARRcVD0IwiCIAiCIIiKg6IfQRAEQRAEQVQcFP0IgiAIgiAIotK8ffv/xYFpIj/kq2oAAAAASUVORK5CYII=" + } + }, "cell_type": "markdown", - "id": "41", + "id": "fd3e833f-03a8-4907-8fde-445d75096515", "metadata": {}, "source": [ - "Figure 2 shows an analysis similar to the one obtained by the code, but for all days of the year. It shows that the LSWT for both periods of time is very similar. The only differences that stand out for the period of July, August and September are on mid August and slightly lower temperatures at the end of September for the period of 1995-2004. Comparing to our results, The values of LSWT in the period analyzed are very similar. However, the dip observed on around the 20th of August is not notizable in our analysis. " + "![glisa.png](attachment:c9c2a7a9-e3cf-45d9-b4d7-5c12bb4b3e70.png)\n", + "##### Figure 4\n", + "Annual (blue) and long term average (red) Lake Superior surface water temperatures from 1995 through 2021. Source: GLISA (2024)[4]" ] }, { - "attachments": { - "39c27554-c142-4b4d-8520-36fedd27e3bd.jpg": { - "image/jpeg": 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" - } - }, "cell_type": "markdown", - "id": "42", + "id": "f1278bea-3243-4bfd-8701-7b72fd9e1046", "metadata": {}, "source": [ - "![epa2024.jpg](attachment:39c27554-c142-4b4d-8520-36fedd27e3bd.jpg)\n", - "##### Figure 3\n", - "Average daily temperatures change between two time periods for comparison: 2014–2023 versus 1995–2004. Obtained from EPA (2024) [4] and modified for explanation." + "#### Analysis\n", + "The shape of the summer yearly mean LSWT calculated in this analysis closely resembles the pattern observed in GLISA’s yearly mean from 1995 to 2021 (Figure 4), though the absolute values differ due to the seasonal focus. Additionally, plotting NOAA’s summer LSWT data against the CDS data (Figure 3) shows strong alignment, with both datasets reflecting very similar values for the summer months. This similarity in patterns supports the reliability of the CDS dataset for monitoring seasonal trends." ] }, { "cell_type": "markdown", - "id": "43", + "id": "23", "metadata": { "editable": true, "papermill": { @@ -733,25 +690,30 @@ "### Key resources\n", "\n", "Dataset documentation:\n", - "[LSWT v4.5: Product User Guide and Specification (PUGS)](https://confluence.ecmwf.int/pages/viewpage.action?pageId=348800177)\n", + "* [LSWT v4.5: Product User Guide and Specification (PUGS)](https://confluence.ecmwf.int/pages/viewpage.action?pageId=348800177)\n", "\n", "Code libraries used:\n", - "* [C3S EQC custom functions](https://github.com/bopen/c3s-eqc-automatic-quality-control/tree/main/c3s_eqc_automatic_quality_control), `c3s_eqc_automatic_quality_control`, prepared by [BOpen](https://www.bopen.eu/)\n", + "* [C3S EQC custom functions](https://github.com/bopen/c3s-eqc-automatic-quality-control/tree/main/c3s_eqc_automatic_quality_control), `c3s_eqc_automatic_quality_control`, prepared by [BOpen](https://www.bopen.eu/)\n", "\n", "### References\n", "\n", "List the references used in the Notebook here.\n", "\n", "\n", - "[[1]](https://doi.org/10.1038/s41558-024-02122-y) Wang, X., Shi, K., Qin, B. et al. (2024). Disproportionate impact of atmospheric heat events on lake surface water temperature increases. Nat. Clim. Chang.\n", - "[[2]](https://climate.copernicus.eu/lake-surface-temperatures) Copernicus (2018). Lake surface temperatures. Climate Chenge Service.\n", - "[[3]](https://doi.org/10.1029/2006GL029021) Jay A. Austin, Steven M. Colman (2007). Lake Superior summer water temperatures are increasing more rapidly than regional air temperatures: A positive ice-albedo feedback. Geophysical Research LettersVolume 34, Issue 6. \n", - "[[4]](https://www.epa.gov/climate-indicators/great-lakes) EPA (2024). Climate Change Indicators: Great Lakes Water Levels and Temperatures.\n", - "[[5]](https://www.researchgate.net/publication/262138032_A_Century_of_Temperature_Variability_in_Lake_Superior) Jay A. Austin, Steven M. Colman (2007). A Century of Temperature Variability in Lake Superior. Limnology and Oceanography 53(6):2724-2730." + "* [[1]](https://doi.org/10.1038/s41558-024-02122-y) Wang, X., Shi, K., Qin, B. et al. (2024). Disproportionate impact of atmospheric heat events on lake surface water temperature increases. Nat. Clim. Chang.\n", + "* [[2]](https://climate.copernicus.eu/lake-surface-temperatures) Copernicus (2018). Lake surface temperatures. Climate Change Service.\n", + "* [[3]](https://doi.org/10.1029/2006GL029021) Jay A. Austin, Steven M. Colman (2007). Lake Superior summer water temperatures are increasing more rapidly than regional air temperatures: A positive ice-albedo feedback. Geophysical Research LettersVolume 34, Issue 6. \n", + "* [[4]](https://glisa.umich.edu/lake-superior-retrospective/) GLISA (2024). Lake Superior Retrospective.\n", + "* [[5]](https://coastwatch.glerl.noaa.gov/statistics/average-surface-water-temperature-glsea/) NOAA CoastWatch Great Lakes Regional Node (2024). Average Surface Water Temperature (GLSEA)." ] } ], "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, "language_info": { "codemirror_mode": { "name": "ipython",