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🌐 Datasets for Earth Sciences and Applications 🌎

Welcome to the Earth Science and Geospatial Datasets Repository! This repository offers a curated collection of links to reliable and widely-used datasets across multiple Earth science disciplines. Organized by category and application, it includes datasets for hydrology, climate studies, natural hazards, land use, oceanography, and more. Each entry provides essential details about the dataset, its features, and access requirements. Whether you're a researcher, practitioner, or enthusiast, this repository is designed to help you discover and utilize datasets for environmental analysis, decision-making, and scientific exploration.


πŸ“š Table of Contents

  1. Digital Elevation Models (DEMs)
  2. Administrative Boundaries
  3. Hydrology and Water Resources
  4. Climate and Meteorological Data
  5. Land Use and Land Cover
  6. Satellite Imagery
  7. Infrastructure, Population and Urban Data
  8. Natural Hazard Data
  9. Oceanographic Data
  10. Ecology and Biodiversity
  11. Contribution Guidelines

🌍 Digital Elevation Models (DEMs)

Digital Elevation Models (DEMs) provide critical topographical data, representing the Earth's surface in three dimensions. These datasets are widely used for flood modeling, terrain analysis, infrastructure planning, and geological studies.

  1. USGS EarthExplorer
    πŸ”— https://earthexplorer.usgs.gov/
    βœ… Features:

    • Offers a variety of DEMs, including SRTM and ASTER datasets.
    • Requires registration to download.
    • Resolution: Up to 1 arc-second (~30 meters) globally and 1/3 arc-second (~10 meters) in the U.S.
  2. NASA Earthdata
    πŸ”— https://earthdata.nasa.gov/
    βœ… Features:

    • Provides global data, including ASTER GDEM and SRTM.
    • Requires registration.
    • High-resolution data for research purposes.
  3. Copernicus Open Access Hub
    πŸ”— https://scihub.copernicus.eu/
    βœ… Features:

    • Offers data from Sentinel missions.
    • DEMs derived from Sentinel-1 are available.
  4. OpenTopography
    πŸ”— https://opentopography.org/
    βœ… Features:

    • Provides LiDAR-derived DEMs and other high-resolution data.
    • Free access to datasets in many regions.
  5. ESA’s Earth Observation Portal
    πŸ”— https://earth.esa.int/eogateway
    βœ… Features:

    • Offers the Copernicus DEM with resolutions up to 30 meters and even 10 meters for some regions.
    • Open to users after registration.
  6. Mapzen Terrain Tiles
    πŸ”— https://www.mapzen.com/
    βœ… Features:

    • Open-source terrain data.
    • Global coverage with decent resolution.
  7. Google Earth Engine
    πŸ”— https://earthengine.google.com/
    βœ… Features:

    • Allows analysis of DEMs and other geospatial data.
    • Requires programming knowledge (JavaScript or Python API).
  8. Google Earth Engine Dataset Catalog - DEMs
    πŸ”— https://developers.google.com/earth-engine/datasets/catalog
    βœ… Features:

    • Includes DEM datasets such as:
      • SRTM Digital Elevation Database.
      • ASTER Global Digital Elevation Model (GDEM).
    • Global coverage with varying resolutions.
    • Free access for research and analysis with a Google Earth Engine account.
    • Requires programming knowledge (JavaScript or Python API) to interact with the datasets.

πŸ—ΊοΈ Administrative Boundaries

Administrative boundary datasets define geopolitical boundaries, including countries, states, provinces, and municipalities. They are essential for urban planning, policy-making, socio-economic analysis, and disaster management.

  1. GADM (Global Administrative Areas)
    πŸ”— https://gadm.org/
    βœ… Features:

    • Free access to global administrative boundary data.
    • Provides shapefiles for use in GIS software.
    • Covers countries, states, and municipalities.
  2. Natural Earth
    πŸ”— https://www.naturalearthdata.com/
    βœ… Features:

    • High-quality cartographic boundary data.
    • Seamless integration with mapping projects.
    • Includes cultural, physical, and raster layers.
  3. Countries, States, and Cities Database
    πŸ”— https://github.com/dr5hn/countries-states-cities-database
    βœ… Features:

    • Open-source and easy-to-use database of countries, states, and cities.
    • JSON, SQL, and CSV formats available for seamless integration.
    • Provides administrative boundary data useful for applications in GIS, urban planning, and socio-economic analysis.

πŸ’§ Hydrology and Water Resources

Hydrology and water resource datasets offer insights into river basins, water bodies, precipitation, and water flow dynamics. These datasets support sustainable water management, flood risk assessment, and hydrological modeling.

  1. HydroSHEDS
    πŸ”— https://hydrosheds.org/
    βœ… Features:

    • High-resolution hydrographic data for river basins worldwide.
    • Derived from SRTM DEMs.
    • Supports watershed analysis and water management projects.
  2. GRDC (Global Runoff Data Centre)
    πŸ”— https://www.bafg.de/GRDC/EN/
    βœ… Features:

    • Repository of global river discharge data.
    • Facilitates hydrological studies and water resource management.
  3. NOAA National Water Model Data
    πŸ”— https://water.noaa.gov/about/nwm
    βœ… Features:

    • Provides hydrologic modeling data and streamflow forecasts.
    • Real-time and historical data available for watersheds in the United States.
    • Supports research and decision-making in flood management.
  4. USGS National Water Information System (NWIS)
    πŸ”— https://waterdata.usgs.gov/nwis
    βœ… Features:

    • Offers real-time, daily, and historical water data for surface water, groundwater, and water quality.
    • Extensive network of monitoring sites across the U.S.
    • Includes tools for data visualization and analysis.
  5. Global Surface Water Explorer (JRC)
    πŸ”— https://global-surface-water.appspot.com/
    βœ… Features:

    • Tracks surface water extent and changes using Landsat imagery.
    • Provides data on surface water occurrence, recurrence, and seasonality.
  6. NOAA Advanced Hydrologic Prediction Service (AHPS)
    πŸ”— https://water.weather.gov/ahps/
    βœ… Features:

    • Real-time river forecasts, flood stage monitoring, and probability information.
    • Interactive maps for water levels and streamflow conditions.
  7. USGS StreamStats
    πŸ”— https://streamstats.usgs.gov/
    βœ… Features:

    • Interactive tool for streamflow statistics, drainage area delineation, and watershed characteristics.
    • Includes data for hydrological and flood frequency analysis.
  8. Global Streamflow Indices and Metadata Archive (GSIM)
    πŸ”— https://gsim.stanford.edu/
    βœ… Features:

    • Global archive of streamflow records.
    • Includes metadata and indices for river discharge.
    • Supports hydrological trend and variability studies.
  9. Global Flood Awareness System (GloFAS)
    πŸ”— https://www.globalfloods.eu/
    βœ… Features:

    • Operated by the Copernicus Emergency Management Service.
    • Provides global flood forecasts and risk maps.
    • Combines hydrological models with meteorological forecasts.
  10. NASA Global Precipitation Measurement (GPM) Mission
    πŸ”— https://gpm.nasa.gov/data-access/downloads/gpm
    βœ… Features:

  • Offers high-resolution precipitation datasets.
  • Useful for hydrologic modeling, water resource management, and flood forecasting.
  • Data updated in near-real-time.
  1. European Flood Awareness System (EFAS)
    πŸ”— https://www.efas.eu/
    βœ… Features:

    • Provides flood forecasts and risk analysis for Europe.
    • Integrates hydrological models and meteorological predictions.
  2. USGS WaterWatch
    πŸ”— https://waterwatch.usgs.gov/
    βœ… Features:

    • Visualizes real-time streamflow conditions compared to historical data.
    • Includes maps and graphs for drought and flood monitoring.
  3. International River Boundaries Database (IRBD)
    πŸ”— https://www.transboundarywaters.orst.edu/
    βœ… Features:

    • Provides geospatial data on river boundaries for transboundary river systems worldwide.
    • Useful for international water resource management and hydrologic modeling.
  4. World Bank River Basin Data
    πŸ”— https://datacatalog.worldbank.org/
    βœ… Features:

    • Geospatial data for global river basins.
    • Includes hydrology, water resources, and socioeconomic indicators.
  5. Copernicus Global Land Service - Water Bodies
    πŸ”— https://land.copernicus.eu/global/products/wb
    βœ… Features:

    • Provides datasets on inland water bodies, rivers, and reservoirs.
    • Useful for hydrology and water resource studies.
  6. Global Lakes and Wetlands Database (GLWD)
    πŸ”— https://www.worldwildlife.org/pages/global-lakes-and-wetlands-database
    βœ… Features:

  • Comprehensive data on global lakes, reservoirs, and wetlands.
  • Supports hydrology, ecology, and biodiversity research.
  1. Global Precipitation Climatology Project (GPCP)
    πŸ”— https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00832
    βœ… Features:

    • Provides monthly precipitation data globally from satellite and ground-based measurements.
    • Long-term dataset (1979–present).
    • Ideal for climate and hydrological applications.
  2. Global Rainfall Data (TRMM and GPM)
    πŸ”— https://gpm.nasa.gov/data-access/downloads/trmm
    βœ… Features:

    • High-resolution rainfall data from NASA missions.
    • Real-time precipitation data for flood forecasting and hydrological modeling.
  3. Global Water Resources Database (AQUASTAT)
    πŸ”— https://www.fao.org/aquastat/en/
    βœ… Features:

    • FAO’s global database on water resources and agricultural water use.
    • Covers river basins, irrigation, and water withdrawal statistics.
  4. World Bank River Basin Data
    πŸ”— https://datacatalog.worldbank.org/
    βœ… Features:

    • Provides geospatial data for global river basins.
    • Includes hydrology, water resources, and socioeconomic indicators.
  5. Surface Water and Ocean Topography (SWOT)
    πŸ”— https://swot.jpl.nasa.gov/
    βœ… Features:

    • Satellite mission data to measure surface water storage and dynamics.
    • High-resolution data for rivers, lakes, and reservoirs.
  6. Water Resources Global Information System (AQUARIUS)
    πŸ”— https://waterdata.com/
    βœ… Features:

    • Manages and analyzes water data for hydrology and water quality applications.
    • Supports real-time monitoring and reporting.
  7. SWAT (Soil and Water Assessment Tool)
    πŸ”— https://www.swat.tamu.edu/
    βœ… Features:

    • Hydrological model for river basin simulations.
    • Integrates climate, land use, and hydrological data for water resource assessments.
  8. World Water Quality Assessment (UNEP)
    πŸ”— https://www.unep.org/interactives/wwqa/
    βœ… Features:

    • Provides a comprehensive overview of global freshwater quality.
    • Includes analyses of pollutants, ecosystem health, and human health impacts.
    • Offers interactive tools to explore specific water quality issues.
  9. LakeNet Global Lakes Database
    πŸ”— https://www.worldlakes.org/
    βœ… Features:

    • Provides information on global lakes and their ecological status.
    • Focuses on conservation and sustainable water management.
  10. Transboundary Freshwater Dispute Database (TFDD)
    πŸ”— https://transboundarywaters.science.oregonstate.edu/
    βœ… Features:

    • Data on shared river basins and international water treaties.
    • Supports research on water conflict and cooperation.

🌦️ Climate and Meteorological Data

Climate and meteorological datasets provide crucial information for understanding and analyzing atmospheric conditions, historical trends, and future projections. These datasets support a variety of applications, including climate change research, agricultural planning, disaster risk assessment, and weather forecasting.

Below is a list of widely used datasets, offering global and regional climate information such as temperature, precipitation, wind, humidity, and more.

  1. ERA5 Reanalysis Data
    πŸ”— https://cds.climate.copernicus.eu/
    βœ… Features:

    • Global climate reanalysis data from 1950 onward.
    • Includes temperature, precipitation, wind, and other essential climate variables.
    • Requires registration on the Copernicus Climate Data Store.
  2. CMIP6 Climate Models
    πŸ”— https://esgf-node.llnl.gov/projects/cmip6/
    βœ… Features:

    • Multi-model climate projections for historical and future scenarios.
    • Widely used in IPCC reports and climate research.
    • Free access for registered users.
  3. NOAA Global Historical Climatology Network (GHCN)
    πŸ”— https://www.ncei.noaa.gov/products/land-based-station/global-historical-climatology-network
    βœ… Features:

    • Provides long-term climate records, including temperature, precipitation, and snowfall.
    • Data collected from land-based weather stations globally.
    • Supports trend analysis and climate variability studies.
  4. NOAA Integrated Surface Database (ISD)
    πŸ”— https://www.ncei.noaa.gov/products/land-based-station/integrated-surface-database
    βœ… Features:

    • Comprehensive global dataset of hourly weather observations.
    • Includes variables like temperature, wind, humidity, and pressure.
    • Useful for weather modeling and climatological studies.
  5. NASA Earth Observing System Data and Information System (EOSDIS)
    πŸ”— https://earthdata.nasa.gov/
    βœ… Features:

    • Provides access to satellite-based observations of Earth’s climate and weather.
    • Includes MODIS, Landsat, and other missions covering cloud cover, temperature, and radiation.
    • Supports atmospheric, land, and ocean studies.
  6. ECMWF Seasonal Forecasts
    πŸ”— https://www.ecmwf.int/en/forecasts/datasets
    βœ… Features:

    • Long-range forecasts of temperature, precipitation, and wind.
    • Monthly, seasonal, and yearly projections.
    • Ideal for agricultural planning, disaster preparedness, and energy management.
  7. WorldClim
    πŸ”— https://www.worldclim.org/
    βœ… Features:

    • High-resolution climate data for temperature, precipitation, and other variables.
    • Historical (1970–2000) and future (2050, 2070) scenarios available.
    • Widely used for ecological and biodiversity research.
  8. CHIRPS (Climate Hazards Group InfraRed Precipitation with Station Data)
    πŸ”— https://www.chc.ucsb.edu/data/chirps
    βœ… Features:

    • Provides rainfall data globally with a resolution of 0.05Β° (~5 km).
    • Combines satellite imagery with in-situ observations.
    • Supports drought monitoring and agricultural research.
  9. GridMet
    πŸ”— http://www.climatologylab.org/gridmet.html
    βœ… Features:

    • Provides daily high-resolution (~4 km) meteorological data for the contiguous United States.
    • Includes temperature, precipitation, humidity, wind, and solar radiation variables.
    • Widely used in agricultural, hydrological, and ecological modeling.
  10. NOAA Climate Prediction Center (CPC)
    πŸ”— https://www.cpc.ncep.noaa.gov/
    βœ… Features:

    • Offers real-time and historical climate data.
    • Includes ENSO (El NiΓ±o-Southern Oscillation) monitoring and seasonal outlooks.
    • Essential for long-range weather forecasting.
  11. Copernicus Atmosphere Monitoring Service (CAMS)
    πŸ”— https://atmosphere.copernicus.eu/
    βœ… Features:

    • Provides global data on atmospheric composition, including greenhouse gases and air quality.
    • Includes real-time and reanalysis datasets.
    • Supports climate and environmental research.
  12. HadCRUT Global Temperature Dataset
    πŸ”— https://www.metoffice.gov.uk/research/climate/maps-and-data/data/hadcrut5
    βœ… Features:

    • Offers a historical record of global surface temperature anomalies.
    • Combines land and ocean temperature measurements.
    • Useful for trend analysis and long-term climate change studies.
  13. CRU TS (Climatic Research Unit Time Series)
    πŸ”— https://crudata.uea.ac.uk/cru/data/hrg/
    βœ… Features:

    • High-resolution gridded dataset of historical climate data.
    • Includes temperature, precipitation, and cloud cover.
    • Widely used for ecological and hydrological studies.
  14. JRA-55 Reanalysis
    πŸ”— https://jra.kishou.go.jp/JRA-55/index_en.html
    βœ… Features:

    • Japanese 55-year reanalysis dataset for global climate.
    • Includes upper-air, surface, and oceanic parameters.
    • Ideal for atmospheric research and climate diagnostics.
  15. TropICSAT (Tropical Rainfall Monitoring)
    πŸ”— http://www.tropicsat.org/
    βœ… Features:

    • Provides high-resolution satellite rainfall data for tropical regions.
    • Combines multiple sensors to improve accuracy.
    • Useful for flood risk and agricultural planning in tropical zones.
  16. Google Earth Engine Dataset Catalog - Climate
    πŸ”— https://developers.google.com/earth-engine/datasets/catalog
    βœ… Features:

  • Offers climate datasets such as:
    • ERA5 hourly data on single levels from 1979 to present.
    • CHIRPS rainfall estimates.
  • Covers global historical and real-time datasets.
  • Requires programming knowledge to access via Google Earth Engine.
  1. NOAA Environmental Data Access
    πŸ”— https://data.noaa.gov/
    βœ… Features:

    • Centralized access to NOAA’s climate, oceanographic, and atmospheric datasets.
    • Includes real-time and historical data for weather, fisheries, and ecosystems.
    • Supports interdisciplinary Earth system science research.
  2. DataONE Earth and Environmental Data
    πŸ”— https://www.dataone.org/
    βœ… Features:

    • Federated repository of Earth and environmental data.
    • Includes datasets on ecology, hydrology, and climate.
    • Provides tools for data discovery, integration, and sharing.
  3. Caravan Dataset
    πŸ”— https://zenodo.org/records/10968468
    βœ… Features:

  • Open community dataset of meteorological forcing data, catchment attributes, and discharge data for catchments around the world.
  • Includes code to derive meteorological forcing data and catchment attributes from cloud-based data sources, enabling easy extension to new catchments.
  • Supports hydrology, meteorology, and climate research projects.
  1. NOAA Physical Sciences Laboratory (PSL)
    πŸ”— https://psl.noaa.gov/data/index.html
    βœ… Features:
  • Comprehensive repository of global atmospheric and oceanic datasets.
  • Includes variables such as temperature, precipitation, sea level pressure, and wind.
  • Offers historical and real-time data for climate analysis and forecasting.
  • Widely used for climate research, atmospheric modeling, and hydrological studies.

🌳 Land Use and Land Cover

Land use and land cover datasets depict the distribution of natural vegetation, agricultural areas, urban zones, and water bodies. These datasets are crucial for land management, urban planning, and environmental conservation.

  1. CORINE Land Cover (Europe)
    πŸ”— https://land.copernicus.eu/pan-european/corine-land-cover
    βœ… Features:

    • High-resolution LULC data for Europe.
    • Provides detailed classifications for urban, agricultural, and forested areas.
    • Updated regularly to track land cover changes.
  2. MODIS Land Cover
    πŸ”— https://modis.gsfc.nasa.gov/data/dataprod/mod12.php
    βœ… Features:

    • Global land cover classifications with annual updates.
    • Includes multiple classification schemes such as IGBP and UMD.
    • Suitable for global-scale studies.
  3. ESA WorldCover
    πŸ”— https://esa-worldcover.org/
    βœ… Features:

    • High-resolution global land cover maps (10 meters).
    • Covers natural and human-modified landscapes.
    • Designed for environmental monitoring and policy-making.
  4. Global Land Cover by National Mapping Organizations (GLCNMO)
    πŸ”— https://www.iscgm.org/
    βœ… Features:

    • Provides standardized global land cover datasets.
    • Developed collaboratively by national mapping organizations.
    • Useful for global land cover comparisons and studies.
  5. Global Urban Footprint (GUF)
    πŸ”— https://www.dlr.de/eoc/en/desktopdefault.aspx/tabid-9628/16557_read-40454/
    βœ… Features:

    • High-resolution data on urban areas worldwide.
    • Developed by the German Aerospace Center (DLR).
    • Useful for urbanization studies and planning.
  6. Copernicus Global Land Cover
    πŸ”— https://land.copernicus.eu/global/products/lc
    βœ… Features:

    • Detailed global land cover data at 100-meter resolution.
    • Includes 23 classes, such as forests, croplands, and wetlands.
    • Supports ecosystem monitoring and climate modeling.
  7. Google Earth Engine Dataset Catalog - Land Cover
    πŸ”— https://developers.google.com/earth-engine/datasets/catalog
    βœ… Features:

    • Extensive collection of LULC datasets.
    • Includes MODIS Land Cover Type, ESA WorldCover, and custom regional datasets.
    • Accessible with Google Earth Engine tools.
  8. GLAD Global Land Cover
    πŸ”— https://glad.umd.edu/dataset/global-land-cover
    βœ… Features:

    • Annual global land cover data at 30-meter resolution.
    • Focuses on agriculture, urban, and natural landscapes.
    • Developed by the University of Maryland's Global Land Analysis and Discovery (GLAD) Lab.
  9. Global Land Cover Facility (GLCF)
    πŸ”— https://glcf.umd.edu/
    βœ… Features:

    • Offers a variety of LULC datasets, including Landsat-based products.
    • Useful for historical and time-series land cover studies.
    • Focused on sustainable land use and biodiversity.
  10. USGS National Land Cover Database (NLCD)
    πŸ”— https://www.usgs.gov/centers/eros/science/national-land-cover-database
    βœ… Features:

    • U.S.-focused land cover datasets.
    • Provides detailed classifications for urban, agricultural, and natural landscapes.
    • Supports hydrological and ecological modeling.
  11. Human Footprint Dataset (WCS)
    πŸ”— https://datadryad.org/stash/dataset/doi:10.5061/dryad.7k1nc
    βœ… Features:

    • Measures human impact on natural landscapes globally.
    • Combines infrastructure, population, and land use data.
    • Ideal for conservation and sustainable development planning.
  12. OpenLandMap
    πŸ”— https://openlandmap.org/
    βœ… Features:

    • Provides spatial data on land cover, soil, vegetation, and climate.
    • High-resolution global coverage.
    • Supports machine learning and geospatial analysis.
  13. FAO Global Land Cover-SHARE Database
    πŸ”— https://www.fao.org/geonetwork/srv/en/metadata.show?id=49439
    βœ… Features:

    • Combines global land cover datasets for agriculture and forestry applications.
    • Provides harmonized land cover information.
    • Widely used for food security and resource management.
  14. WRI Global Forest Watch (GFW)
    πŸ”— https://www.globalforestwatch.org/
    βœ… Features:

    • Provides near-real-time forest monitoring data.
    • Tracks deforestation, land degradation, and conservation efforts.
    • User-friendly tools for policymakers and researchers.

πŸ›°οΈ Satellite Imagery

Satellite imagery datasets provide high-resolution, multi-spectral data captured from space. They are widely used for monitoring land use, vegetation, urban growth, and disaster impacts, as well as for geospatial analysis and remote sensing applications.

  1. Sentinel Open Access Hub
    πŸ”— https://scihub.copernicus.eu/
    βœ… Features:

    • Free access to Sentinel-1 and Sentinel-2 imagery.
    • Covers optical and radar datasets.
    • Ideal for vegetation, urban, and hydrological studies.
  2. USGS Landsat Data
    πŸ”— https://landsat.usgs.gov/
    βœ… Features:

    • Long-term archive of optical satellite imagery.
    • Free to download.
    • Useful for time-series analysis and land cover change detection.
  3. Google Earth Engine Dataset Catalog - Satellite Imagery
    πŸ”— https://developers.google.com/earth-engine/datasets/catalog
    βœ… Features:

    • Includes various satellite imagery datasets:
      • Landsat Collections.
      • Sentinel-2 Surface Reflectance.
      • MODIS imagery products.
    • Provides imagery at different temporal resolutions for change detection.
    • Accessible via Google Earth Engine.
  4. GEE Community Catalog
    πŸ”— https://gee-community-catalog.org/
    βœ… Features:

    • A versatile repository offering datasets across multiple disciplines, including satellite imagery, land use, climate, hydrology, and natural hazards.
    • Fully compatible with Google Earth Engine (GEE), enabling seamless integration for analysis.
    • Community-driven platform with regular updates and contributions from researchers worldwide.
    • Ideal for diverse applications such as environmental monitoring, disaster management, and urban planning.

πŸ™οΈ Infrastructure, Population and Urban Data

Infrastructure and urban datasets provide detailed information on roads, buildings, utilities, and urban development patterns. These datasets are critical for urban planning, infrastructure development, and smart city initiatives.

  1. OpenStreetMap (OSM)
    πŸ”— https://www.openstreetmap.org/
    βœ… Features:

    • Free and editable map data.
    • Includes roads, buildings, and utilities.
    • Widely used in urban analysis and planning.
  2. Global Human Settlement Layer (GHSL)
    πŸ”— https://ghsl.jrc.ec.europa.eu/
    βœ… Features:

    • Provides data on urban density, settlement patterns, and infrastructure.
    • Global coverage for research and urban development projects.
  3. Gridded Population of the World (GPW)
    πŸ”— https://sedac.ciesin.columbia.edu/data/collection/gpw-v4
    βœ… Features:

    • Provides spatially explicit population distribution data.
    • Useful for urban planning, disaster risk assessment, and resource allocation.
  4. High-Resolution Settlement Layer (HRSL)
    πŸ”— https://www.ciesin.columbia.edu/data/hrsl/
    βœ… Features:

    • High-resolution maps of human settlements, created using satellite imagery.
    • Supports humanitarian and development projects.
  5. Global Urban Footprint (GUF)
    πŸ”— https://www.dlr.de/eoc/en/desktopdefault.aspx/tabid-9628/16557_read-40454/
    βœ… Features:

    • High-resolution data on urban areas worldwide.
    • Developed by the German Aerospace Center (DLR).
    • Useful for urbanization studies and planning.
  6. Atlas of Urban Expansion
    πŸ”— https://www.atlasofurbanexpansion.org/
    βœ… Features:

    • Provides data on the spatial expansion of cities worldwide.
    • Includes detailed maps and statistics on urban growth.
    • A resource for understanding urbanization trends over time.
  7. Global Road Inventory Project (GRIP)
    πŸ”— https://dataverse.harvard.edu/dataverse/GRIP
    βœ… Features:

    • Provides a global dataset of road networks.
    • Useful for transportation planning, infrastructure analysis, and logistics.
  8. Urban Social Vulnerability Index (USVI)
    πŸ”— https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/2TL2GS
    βœ… Features:

    • Measures social vulnerability in urban settings.
    • Combines data on demographics, housing, and economic conditions.
    • Useful for urban resilience and disaster risk reduction planning.
  9. World Settlement Footprint (WSF)
    πŸ”— https://www.dlr.de/eoc/en/desktopdefault.aspx/tabid-12760/
    βœ… Features:

    • High-resolution global dataset of settlement patterns.
    • Combines satellite imagery and geospatial analysis to map urban areas.
    • Ideal for urban studies and monitoring human settlement growth.
  10. Global Infrastructure Mapping and Analysis Project (GIMAP)
    πŸ”— https://gimap.earth/
    βœ… Features:

    • Open data on global infrastructure, including transportation, energy, and telecommunications networks.
    • Useful for understanding critical infrastructure and resilience planning.
  11. Google Earth Engine Dataset Catalog - Urban Data
    πŸ”— https://developers.google.com/earth-engine/datasets/catalog
    βœ… Features:

    • Includes datasets such as nighttime lights, urban extent, and infrastructure maps.
    • Provides tools for spatial analysis and urban research.
    • Accessible with Google Earth Engine tools.
  12. WorldPop
    πŸ”— https://www.worldpop.org/
    βœ… Features:

    • High-resolution population density datasets.
    • Combines geospatial and demographic data.
    • Useful for urban planning, health studies, and disaster response.
  13. Humanitarian OpenStreetMap Team (HOT)
    πŸ”— https://www.hotosm.org/
    βœ… Features:

    • Provides geospatial data for humanitarian and development purposes.
    • Focused on mapping underserved or high-risk urban areas.
    • Widely used in disaster response and risk reduction.
  14. Open Infrastructure Map
    πŸ”— https://openinframap.org/
    βœ… Features:

    • Global data on infrastructure, including roads, utilities, and energy networks.
    • Derived from OpenStreetMap and other public datasets.
    • Useful for infrastructure analysis and planning.
  15. UN Habitat Global Urban Indicators Database
    πŸ”— https://unhabitat.org/
    βœ… Features:

    • Comprehensive indicators for urban infrastructure, development, and sustainability.
    • Covers key metrics such as housing, transportation, and urban governance.
    • Essential for monitoring global urbanization trends.
  16. SEDAC (Socioeconomic Data and Applications Center)
    πŸ”— https://sedac.ciesin.columbia.edu/
    βœ… Features:

  • Integrates geospatial data with socioeconomic information, such as population density, urbanization, and environmental sustainability.
  • Focused on the intersection of human and environmental systems.
  • Provides downloadable datasets and visualization tools.
  1. European Building Characteristics Database (EUBUCCO)
    πŸ”— https://eubucco.com/
    βœ… Features:
  • Open database providing detailed characteristics for over 200 million individual buildings across Europe.
  • Includes information on building stock, footprints, and other attributes.
  • Ideal for urban planning, infrastructure studies, and sustainability research.

πŸŒ‹ Natural Hazard Data

Natural hazard datasets include information on earthquakes, floods, hurricanes, and other natural disasters. These datasets are vital for risk assessment, disaster preparedness, and emergency response planning.

  1. FEMA Floodplain Data
    πŸ”— https://msc.fema.gov/portal/home
    βœ… Features:

    • U.S.-focused floodplain and flood risk maps.
    • Essential for disaster risk management and urban planning.
  2. Global Disaster Alert and Coordination System (GDACS)
    πŸ”— https://www.gdacs.org/
    βœ… Features:

    • Real-time alerts for disasters like earthquakes, tsunamis, and cyclones.
    • Provides geospatial hazard maps for global events.
  3. European Flood Awareness System (EFAS)
    πŸ”— https://www.efas.eu/
    βœ… Features:

    • Provides flood forecasts and risk analysis for Europe.
    • Integrates hydrological and meteorological predictions.
  4. NASA Earth Science Disasters Program
    πŸ”— https://disasters.nasa.gov/
    βœ… Features:

    • Provides geospatial data for natural disasters like hurricanes, wildfires, and landslides.
    • Offers satellite imagery and hazard-specific datasets.
  5. Global Earthquake Model (GEM)
    πŸ”— https://www.globalquakemodel.org/
    βœ… Features:

    • Provides data on seismic hazard, exposure, and risk.
    • Includes models and tools for earthquake risk assessment.
  6. USGS Earthquake Hazards Program
    πŸ”— https://earthquake.usgs.gov/
    βœ… Features:

    • Real-time earthquake monitoring and historical data.
    • Includes information on seismic hazard maps and fault lines.
  7. NOAA National Hurricane Center (NHC)
    πŸ”— https://www.nhc.noaa.gov/
    βœ… Features:

    • Provides hurricane forecasts, advisories, and real-time tracking.
    • Includes historical data for Atlantic and Eastern Pacific hurricanes.
  8. Global Active Fire Database (GFED)
    πŸ”— https://www.globalfiredata.org/
    βœ… Features:

    • Tracks global fire emissions and burned areas.
    • Useful for wildfire risk assessment and climate studies.
  9. Global Landslide Hazard Map (NASA)
    πŸ”— https://maps.nccs.nasa.gov/landslides/
    βœ… Features:

    • Provides a global map of landslide susceptibility.
    • Integrates precipitation and terrain data to assess landslide risk.
  10. Pacific Disaster Center (PDC Global)
    πŸ”— https://www.pdc.org/
    βœ… Features:

    • Real-time disaster alerts for cyclones, earthquakes, and tsunamis.
    • Provides hazard risk maps and decision support tools.
  11. OpenQuake
    πŸ”— https://platform.openquake.org/
    βœ… Features:

    • Open-source platform for seismic hazard and risk assessment.
    • Offers tools for modeling earthquake impacts globally.
  12. Tsunami Event Database (NOAA)
    πŸ”— https://www.ngdc.noaa.gov/hazard/tsu_db.shtml
    βœ… Features:

    • Tracks historical tsunami events globally.
    • Provides data on event characteristics and impacts.
  13. Copernicus Emergency Management Service (CEMS)
    πŸ”— https://emergency.copernicus.eu/
    βœ… Features:

    • Provides maps and reports for rapid response to disasters.
    • Includes data on floods, wildfires, and other natural hazards.
  14. Global Volcanism Program (Smithsonian)
    πŸ”— https://volcano.si.edu/
    βœ… Features:

    • Database of volcanic eruptions and activity worldwide.
    • Provides geospatial data and hazard assessments for active volcanoes.
  15. Hazard Mapping System (HMS) Fire and Smoke Data
    πŸ”— https://www.ospo.noaa.gov/Products/land/hms.html
    βœ… Features:

    • Tracks fire and smoke events in real-time.
    • Provides satellite-based data on wildfire locations and emissions.
  16. World Risk Index
    πŸ”— https://weltrisikobericht.de/
    βœ… Features:

    • Assesses disaster risk at the country level.
    • Combines exposure, vulnerability, and coping capacity metrics.
  17. Global Multi-Hazard Exposure Database (GMED)
    πŸ”— https://www.preventionweb.net/
    βœ… Features:

    • Combines multiple hazards such as earthquakes, cyclones, and floods.
    • Includes population and infrastructure exposure data.
  18. Drought Severity Index (Global Drought Information System)
    πŸ”— https://www.drought.gov/
    βœ… Features:

    • Tracks drought conditions globally using satellite and ground-based data.
    • Provides historical and real-time drought severity assessments.
  19. CATDAT Natural Disaster Database
    πŸ”— https://www.emdat.be/
    βœ… Features:

    • Comprehensive database of natural disaster impacts globally.
    • Includes data on fatalities, economic losses, and affected areas.
  20. International Disaster Database (EM-DAT)
    πŸ”— https://www.emdat.be/
    βœ… Features:

    • Tracks global disaster events and impacts since 1900.
    • Includes geospatial data for risk assessment and mitigation.
    • Provides geospatial hazard maps.

🌊 Oceanographic Data

Oceanographic datasets offer insights into the physical, chemical, and biological properties of the ocean, including wave height, sea surface temperature, salinity, and ocean currents. These datasets are essential for marine science, coastal management, and climate research.

  1. USACE Wave Information Studies (WIS) Data
    πŸ”— https://wisportal.erdc.dren.mil/
    βœ… Features:

    • Provides long-term wave climatology data for U.S. coastal waters.
    • Includes parameters such as wave height, direction, and period.
    • Useful for coastal engineering, hydrodynamics, and wave energy studies.
  2. NOAA National Data Buoy Center (NDBC)
    πŸ”— https://www.ndbc.noaa.gov/
    βœ… Features:

    • Offers real-time and historical oceanographic data from buoys worldwide.
    • Includes wave height, wave period, wind speed, and sea surface temperature.
    • Ideal for monitoring marine weather and ocean conditions.
  3. Copernicus Marine Environment Monitoring Service (CMEMS)
    πŸ”— https://marine.copernicus.eu/
    βœ… Features:

    • Provides global oceanographic datasets, including sea level, sea surface temperature, and currents.
    • Offers forecasts, reanalysis, and observational data.
    • Supports ocean monitoring and climate change studies.
  4. NASA Physical Oceanography Distributed Active Archive Center (PO.DAAC)
    πŸ”— https://podaac.jpl.nasa.gov/
    βœ… Features:

    • Hosts a wide range of oceanographic datasets, including sea surface height, salinity, and temperature.
    • Datasets from missions like Jason, Aquarius, and MODIS.
    • Ideal for studying ocean circulation, climate variability, and sea-level rise.
  5. Global Ocean Observing System (GOOS)
    πŸ”— https://www.goosocean.org/
    βœ… Features:

    • Provides observational data on physical, chemical, and biological parameters of the ocean.
    • Supports sustainable development, climate studies, and ocean health monitoring.
    • Integrates global observation systems, including Argo floats and moored buoys.
  6. Argo Float Program
    πŸ”— https://argo.ucsd.edu/
    βœ… Features:

    • Offers temperature, salinity, and ocean current profiles from a global network of floats.
    • Real-time data for monitoring the upper 2,000 meters of the ocean.
    • Essential for understanding global ocean circulation and climate change.
  7. NOAA Tides & Currents
    πŸ”— https://tidesandcurrents.noaa.gov/
    βœ… Features:

    • Provides tidal predictions, harmonic constituents, and real-time water level observations.
    • Includes current speed and direction at specific locations.
    • Useful for navigation, coastal engineering, and flood risk studies.
  8. Global Sea Surface Temperature (SST) Data
    πŸ”— https://www.ncei.noaa.gov/products/sea-surface-temperature
    βœ… Features:

    • Offers high-resolution SST datasets from satellite and in-situ observations.
    • Supports marine ecosystem studies, climate monitoring, and fisheries research.
  9. GEBCO (General Bathymetric Chart of the Oceans)
    πŸ”— https://www.gebco.net/
    βœ… Features:

    • Provides global bathymetric data for ocean floor mapping.
    • Useful for marine geology, navigation, and habitat studies.
    • Available in gridded formats and visualizations.
  10. HYCOM (Hybrid Coordinate Ocean Model)
    πŸ”— https://www.hycom.org/
    βœ… Features:

    • Offers global ocean circulation model outputs, including temperature, salinity, and currents.
    • Combines satellite observations and in-situ data.
    • Useful for operational oceanography and climate research.
  11. OceanSITES
    πŸ”— https://www.oceansites.org/
    βœ… Features:

    • Long-term time-series observations at fixed ocean locations.
    • Includes physical, biogeochemical, and ecological parameters.
    • Supports studies of ocean-atmosphere interactions, carbon cycles, and climate variability.

🌱 Ecology and Biodiversity

This section provides access to datasets that cover ecosystems, species distribution, biodiversity metrics, and conservation priorities. These datasets support research and decision-making in ecology, conservation biology, land management, and environmental policy.

  1. Global Biodiversity Information Facility (GBIF)
    πŸ”— https://www.gbif.org/
    βœ… Features:

    • The largest collection of biodiversity data, providing occurrence records of species worldwide.
    • Covers plants, animals, fungi, and microorganisms.
    • Free access for ecological and conservation research.
  2. IUCN Red List of Threatened Species
    πŸ”— https://www.iucnredlist.org/
    βœ… Features:

    • Comprehensive assessments of species extinction risk.
    • Includes geographic range, population trends, and threats for thousands of species.
    • Essential for conservation planning and policy-making.
  3. Biodiversity Indicators Partnership (BIP)
    πŸ”— https://www.bipindicators.net/
    βœ… Features:

    • Tracks global biodiversity targets and indicators, including habitat loss and species status.
    • Useful for evaluating progress on international conservation goals like the Aichi Biodiversity Targets.
  4. PREDICTS (Projecting Responses of Ecological Diversity In Changing Terrestrial Systems)
    πŸ”— https://www.predicts.org.uk/
    βœ… Features:

    • Global database of biodiversity responses to human activities.
    • Focused on land use, habitat change, and conservation strategies.
    • Supports ecological modeling and global biodiversity assessments.
  5. Global Forest Watch (GFW)
    πŸ”— https://www.globalforestwatch.org/
    βœ… Features:

    • Real-time monitoring of deforestation and forest degradation.
    • Includes biodiversity-relevant data like habitat loss and protected areas.
    • User-friendly tools for policymakers and researchers.
  6. NatureServe Explorer
    πŸ”— https://explorer.natureserve.org/
    βœ… Features:

    • Database of species and ecosystem conservation statuses in North America.
    • Focuses on rare and endangered species and habitats.
    • Useful for regional biodiversity studies.
  7. Map of Life (MOL)
    πŸ”— https://mol.org/
    βœ… Features:

    • Global species distribution maps and biodiversity indicators.
    • Integrates data from GBIF, IUCN, and other sources.
    • Ideal for biodiversity assessments and habitat management.
  8. eBird
    πŸ”— https://ebird.org/
    βœ… Features:

    • Crowdsourced database of bird observations worldwide.
    • Provides species distribution maps and migration trends.
    • Widely used in avian ecology and citizen science.
  9. Try Plant Trait Database
    πŸ”— https://www.try-db.org/
    βœ… Features:

    • Comprehensive plant trait data for ecological and evolutionary research.
    • Includes information on morphology, physiology, and ecology.
    • Supports studies on ecosystem functioning and species interactions.
  10. Living Planet Index (LPI)
    πŸ”— https://livingplanetindex.org/
    βœ… Features:

    • Tracks population trends of vertebrate species globally.
    • Provides insights into biodiversity health and conservation priorities.
    • Useful for understanding long-term biodiversity trends.
  11. Protected Planet (WDPA)
    πŸ”— https://www.protectedplanet.net/
    βœ… Features:

    • World Database on Protected Areas, including terrestrial and marine reserves.
    • Tracks the coverage and effectiveness of protected areas.
    • Essential for conservation planning and international biodiversity reporting.
  12. Encyclopedia of Life (EOL)
    πŸ”— https://eol.org/
    βœ… Features:

    • Comprehensive database of species information.
    • Covers taxonomy, distribution, ecology, and multimedia resources.
    • Useful for biodiversity education and outreach.
  13. Global Ecosystem Dynamics Investigation (GEDI)
    πŸ”— https://gedi.umd.edu/
    βœ… Features:

    • High-resolution data on forest structure and biomass.
    • Useful for studying habitat complexity and carbon storage.
    • Supports ecological modeling and biodiversity conservation.
  14. RAMSAR Wetlands Database
    πŸ”— https://rsis.ramsar.org/
    βœ… Features:

    • Information on globally significant wetlands and their biodiversity.
    • Tracks wetland health and conservation status.
    • Supports studies on ecosystem services and waterbirds.
  15. Terrestrial Ecosystem Research Network (TERN)
    πŸ”— https://www.tern.org.au/
    βœ… Features:

    • Long-term ecosystem monitoring data from Australia.
    • Covers vegetation, soil, and carbon flux data.
    • Useful for ecological research and land management.

🀝 Contribution Guidelines

Contributions to this repository are highly encouraged and greatly appreciated! Whether you’re a researcher, developer, or earth science data enthusiast, your contributions can help make this resource more valuable for the community.

πŸ’‘ Ways to Contribute:

  • Add New Datasets: Submit links to relevant datasets with a detailed description, including features, access details, and potential applications.
  • Fix Issues: Report or correct broken links, typos, or formatting inconsistencies.
  • Suggest Improvements: Propose new sections, dataset categories, or structural changes to better serve the community.

πŸ› οΈ Steps to Contribute:

  1. Fork the Repository: Create your own copy of the repository by clicking the "Fork" button.
  2. Create a Branch: Work on your changes in a new branch with a descriptive name (e.g., add-new-dataset, fix-links).
  3. Make Your Changes: Add or modify content while maintaining consistent formatting with the repository.
  4. Test Your Updates: Ensure that links are valid, formatting is consistent, and descriptions are clear.
  5. Submit a Pull Request:
    • Provide a clear title and description of your changes.
    • Reference related issues, if applicable.
    • Follow the repository’s contribution format and guidelines.

🎯 Contribution Tips:

  • Ensure datasets are from credible and reliable sources.
  • Follow the existing format for dataset entries to maintain consistency.
  • Include as much relevant detail as possible about each dataset, such as its scope, features, and applications.

By contributing, you help build a more comprehensive and accessible resource for Earth sciences, fostering collaboration and innovation in the community. Thank you for your support!