mkdocs.yml

site_name: awesome-gee-community-catalog
site_description: Community Datasets in Google Earth Engine
site_author: Samapriya Roy
site_url: https://gee-community-catalog.org/

# Repository
repo_url: https://github.com/samapriya/awesome-gee-community-datasets

# Copyright
copyright: "Copyright © 2020 - 2025 Samapriya Roy"

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# Page tree
nav:
  - Home:
      - index.md
      - History of the Community Catalog: history.md
      - Stay updated & contribute: involved.md
      - About Us: about_us.md
  - Getting Started:
      - Navigating the Catalog: startup/navigation.md
      - Access examples repo: startup/catalog-examples.md
      - Catalog assets lists: startup/catalog-assets.md
      - Catalog Stats: stats.md
      - Code of Conduct: code_of_conduct.md
      - License: license.md
  - Publications:
      - publications/index_showcase.md
  - Data Catalog:
      - Data Themes:
          - projects/index.md
          - "Population & Socioeconomic":
              - High Resolution Settlement Layers: projects/hrsl.md
              - WorldPop Global Population Data 2015-2030: projects/worldpop.md
              - LandScan Population Data: projects/landscan.md
              - LandScan Mosaic Population Data (90m): projects/landscan_mosaic.md
              - GlobPOP Global Gridded Population Dataset: projects/globpop.md
              - POMELO Model Population Density Maps: projects/pomelo.md
              - POPCORN Scalable Population Mapping with Sentinel-1 & Sentinel-2: projects/popcorn.md
              - Global Administrative Unit Layers (GAUL) 2024: projects/gaul.md
              - World Bank Global Administrative Divisions: projects/wb_gad.md
              - GPW Version 4 Admin Units: projects/GPWv4.md
              - geoBoundaries Global Database of Political Administrative Boundaries: projects/geoboundary.md
              - Edge-matched Global, Subnational and operational Boundaries: projects/edge_matched.md
              - West Africa Coastal Vulnerability Mapping: projects/wacvm.md
              - Relative Wealth Index (RWI): projects/rwi.md
              - Rural Access Index (RAI): projects/rai.md
              - Social Connectedness Index (SCI): projects/sci.md
              - Gridded Global GDP per capita (1990-2022): projects/gridded_gdp_hdi.md
              - Global Human Modification v3: projects/ghm-v3.md
              - Global Human Settlement Layer 2023: projects/ghsl.md
              - Harmonized Global Critical infrastructure & Index (CISI): projects/cisi.md
              - Native Land (Indigenous Land Maps): projects/native.md
              - Gridded Sex-Disaggregated School-Age Population (2020): projects/wpschool.md
          - "Geophysical, Biological & Biogeochemical":
              - Geomorpho90m Geomorphometric Layers: projects/geomorpho90.md
              - Bare Earth’s Surface Spectra 1980-2019: projects/bss.md
              - Normalized Sentinel-1 Global Backscatter Model Land Surface: projects/s1gbm.md
              - Soil Organic Carbon Stocks & Trends South Africa: projects/soc.md
              - Mangrove Soil Organic Carbon Indus Delta, Pakistan: projects/indus_soc.md
              - PEATGRIDS Global Peat Thickness and Carbon Stock: projects/peatgrids.md
              - Global Soil Organic Carbon Map (GSOCmap): projects/gsoc.md
              - Soil nematode abundance & functional group composition: projects/soil_nematode.md
              - Global maps of habitat types: projects/habitat.md
              - Soil carbon storage in terrestrial ecosystems of Canada: projects/scs.md
              - Irrecoverable carbon in Earth’s ecosystems: projects/irc.md
              - Global Land subsidence mapping: projects/land_subsidence.md
              - Global Surface water and groundwater salinity measurements (1980-2019): projects/salinity.md
          - "Elevation and Bathymetry":
              - Copernicus Digital Elevation Model (GLO-30 DEM): projects/glo30.md
              - FABDEM (Forest And Buildings removed Copernicus 30m DEM): projects/fabdem.md
              - DeltaDTM Global coastal digital terrain model: projects/delta_dtm.md
              - Global Glacier Elevation change products: projects/glacier.md
              - ASTER Global Digital Elevation Model (GDEM) v3: projects/aster.md
              - ASTER Global Water Bodies Database (ASTWBD) Version 1: projects/astwbd.md
              - General Bathymetric Chart of the Oceans (GEBCO): projects/gebco.md
              - Coastal National Elevation Database (CoNED) Project -Topobathymetric digital elevation models (TBDEMs): projects/tbdem.md
              - NOAA Sea-Level Rise Digital Elevation Models (DEMs): projects/slrdem.md
              - ÍslandsDEM v1.0 10m: projects/iceland_dem.md
              - DEM France (Continental) 5m IGN RGE Alti: projects/france5m.md
          - "Soil Properties":
              - Soil Grids 250m v2.0: projects/isric.md
              - Soil Properties 800m: projects/soilprop.md
              - Polaris 30m Probabilistic Soil Properties US: projects/polaris.md
              - Soil Landscapes of the United States (SOLUS): projects/solus.md
              - gNATSGO (gridded National Soil Survey Geographic Database): projects/gnatsgo.md
              - HiHydroSoil v2.0 layers: projects/hihydro_soil.md
              - Global Soil Salinity Maps (1986-2016): projects/global_salinity.md
              - Global Soil bioclimatic variables: projects/soil_bioclim.md
              - Harmonized World Soil Database (HWSD) version 2.0: projects/hwsd.md
              - National-Scale Soil Erosion Dataset for Pakistan (2005 and 2015): projects/pk_nssed.md
          - "Global Land Use and Land Cover":
              - Global Mangrove Project: projects/mangrove.md
              - Global Mangrove Distribution, Aboveground Biomass, and Canopy Height: projects/gmd.md
              - Global Mangrove Canopy Height Maps Derived from TanDEM-X: projects/mangrove_ht_tandemx.md
              - Randolph Glacial Inventory: projects/rgi.md
              - Finer Resolution Observation and Monitoring of Global Land Cover 10m (FROM-GLC10): projects/glc10.md
              - ESRI 2020 Global Land Use Land Cover from Sentinel-2: projects/esrilc2020.md
              - ESRI 10m Annual Land Cover (2017-2023): projects/S2TSLULC.md
              - GlobCover Global Land Cover: projects/globcover_esa.md
              - GLC_FCS30D Global 30-meter Land Cover Change Dataset (1985-2022): projects/glc_fcs.md
              - ESA WorldCover 10 m 2020 V100 InputQuality: projects/esa_iq.md
              - Copernicus Climate Change Service (C3S) Land Cover Classification Gridded Maps (1992 -2022): projects/c3slc.md
              - Daylight Map Distribution map data: projects/daylight_maps.md
              - POI-based Large-Scale Land Use Modeling Framework: projects/poi_lu.md
              - GLANCE Global Landcover Training dataset: projects/glance_training.md
              - Global Land Cover Estimation (GLanCE): projects/glance.md
              - Global Impervious Surface Area (1972-2021): projects/gisa.md
              - Global 30m Impervious-Surface Dynamic Dataset (GISD30): projects/gisd30.md
              - Global urban extents from 1870 to 2100: projects/gue.md
              - Global urban projections under SSPs (2020-2100): projects/urban_projection.md
              - Global Intra-Urban Land Use: projects/giulu.md
              - Global 30 m Wetland Map with a Fine Classification System: projects/gwl_fcs.md
              - Global Peatland Fractional Cover: projects/peatland_ml.md
              - Global Peatland Database: projects/peatland.md
              - World Settlement Footprint & Evolution: projects/wsf.md
              - LandCoverNet Training Labels v1.0: projects/lcnet.md
              - Global Oil Palm Dataset 1990-2021: projects/global_palm_oil.md
              - CloudSEN12 Global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2: projects/cloudsen12.md
          - "Regional Land Use and Land Cover":
              - Mapbiomas Annual land cover and use maps: projects/mapbiomas.md
              - Land Change Monitoring, Assessment, and Projection (LCMAP) v1.3: projects/lcmap.md
              - Annual NLCD Land Cover Dataset: projects/annual_nlcd.md
              - Rangeland Condition Monitoring Assessment and Projection (RCMAP): projects/rcmap.md
              - West Africa Land Use Land Cover: projects/wa_lulc.md
              - High Res Land Cover Change & Carbon Storage Pakistan (1990-2020): projects/pk_lulc.md
              - CCI LAND COVER S2 PROTOTYPE LAND COVER 20M MAP OF AFRICA 2016: projects/cci_lc.md
              - South African National Land Cover (SANLC): projects/sa_nlc.md
              - Amazonian Peatland Extent: projects/amazon_peat.md
              - Mississippi River Basin Floodplain Land Use Change (1941-2000): projects/floodplain_lc.md
              - Continental-scale land cover mapping at 10 m resolution over Europe: projects/elc.md
              - Modeled Historical and Projected (1938–2100) Annual LULC and Forest Stand Age CONUS: projects/usgs_lulc_conus.md
              - Digital Earth Australia(DEA) Landsat Land Cover 25m v1.0.0: projects/dea_lc.md
              - UrbanWatch 1m Land Cover & Land Use: projects/urban-watch.md
              - Vermont High Resolution Land Cover 2016: projects/vt_lc.md
              - Chesapeake Bay High Resolution Land Cover Dataset (2013-2014): projects/cc.md
              - C-CAP High-Resolution Land Cover: projects/ccap_lc.md
              - C-CAP Medium-Resolution Land Cover Beta: projects/ccap_mlc.md
              - C-CAP Wetland Potential 30m: projects/ccap_wpotential.md
              - Oil Palm Plantation Layers: projects/oil-palm.md
              - Rasterized building footprint dataset for the US: projects/usbuild_raster.md
          - "Hydrology":
              - OSM Water Layer Surface Waters in OpenStreetMap: projects/osm_water.md
              - Global 30m Height Above the Nearest Drainage: projects/hand.md
              - High Resolution 30 m Water Table Depth for CONUS: projects/hres_wtd.md
              - Hydrography 90m Layers: projects/hydro90.md
              - HydroLAKES v1.0: projects/hydrolakes.md
              - Global Lakes and Wetlands Database (GLWD) Version 2: projects/glwd.md
              - HydroATLAS v1.0: projects/hydroatlas.md
              - HydroWaste v1.0: projects/hydrowaste.md
              - SWOT River Database (SWORD): projects/sword.md
              - Surface Area of Rivers and Lakes (SARL): projects/sarl.md
              - Global River Obstruction Database (GROD): projects/grod.md
              - Global Dam Watch (GDW) Database: projects/gdw.md
              - Global Dam Tracker (GDAT) Database: projects/gdat.md
              - Global Surface Water Transitions (1984-2022): projects/swt.md
              - United States Groundwater Well Database (USGWD): projects/usgwd.md
              - Global River Classification (GloRiC): projects/gloric.md
              - GLOBathy (Global lakes bathymetry dataset): projects/globathy.md
              - High-Res water body dataset for tundra and boreal forests North America: projects/nawbd.md
              - Global River Width from Landsat (GRWL): projects/grwl.md
              - TINITALY High-Resolution Digital Elevation Model of Italy: projects/tinitaly.md
              - GLOBGM v1.0 global-scale groundwater model: projects/globgm.md
              - Global Channel Belt (GCB): projects/gcb.md
              - Cyanobacteria Aggregated Manual Labels (CAML): projects/caml.md
              - DynQual Global Surface Water Quality Dataset: projects/dynqual.md
              - Global coastal rivers and environmental variables: projects/rivermouth.md
              - Global River Deltas and vulnerability: projects/river_deltas.md
              - Streamflow reconstruction for Indian sub-continental river basins 1951–2021: projects/streamflow_india.md
              - Global georeferenced Database of Dams(GOODD): projects/goodd.md
              - RealSAT Global Dataset of Reservoir and Lake Surface Area: projects/realsat.md
              - Global Hydrologic Curve Number(GCN250): projects/gcn250.md
              - Global high-resolution floodplains (GFPLAIN250m): projects/gfplain250.md
              - Global river networks & Corresponding Water resources zones: projects/grn_wrz.md
              - National Wetland Inventory (Surface Water and Wetlands): projects/nwi.md
              - National Hydrography Dataset (NHD): projects/nhd.md
              - Temporal trends of Surface water across Indian Rivers & Basins: projects/india_river_trends.md
              - Tensor Flow Hydra Flood Models: projects/hydra_water.md
              - High-resolution gridded precipitation dataset for Peruvian and Ecuadorian watersheds (1981-2015): projects/gridded_ppt.md
          - "Oceans and Shorelines":
              - Global Shoreline Dataset: projects/shoreline.md
              - S2Coast-2023 Global 10-meter Resolution Coastline Dataset: projects/s2coast.md
              - Digital Earth Australia Coastlines: projects/dea_shorlines.md
              - Digital Earth Africa Coastlines: projects/deaf_shorlines.md
              - Argo Float Data(Subset): projects/argo.md
              - Global gridded sea surface temperature (SSTG): projects/sstg.md
              - Global Storm Surge Reconstruction (GSSR) database: projects/gssr.md
              - Aqualink ocean surface and subsurface temperature subset: projects/aqualink.md
              - Plastic Inputs from Rivers into Oceans: projects/plastic.md
              - Mismanaged Plastic Waste Dataset in Rivers: projects/mpw.md
              - Global Ocean Data Analysis Project (GLODAP) v2.2023: projects/glodap.md
          - "Agriculture, Vegetation and Forestry":
              - Sensor-Independent MODIS & VIIRS LAI/FPAR CDR 2000 to 2024: projects/fpar.md
              - Forest Communities Mapping with AlphaEarth Embeddings: projects/fcm10r9.md
              - Global Satellite Embedding-based Map of Forests and Tree Crops: projects/gem_forest.md
              - Landfire Mosaics LF: projects/landfire.md
              - Vegetation dryness for western USA: projects/veg_dry.md
              - USGS VIIRS Evapotranspiration: projects/usgs_viirs.md
              - USGS MODIS Evapotranspiration: projects/usgs_modis_et.md
              - NOAA Evaporative Stress Index (ESI): projects/global_esi.md
              - Forecast Reference Crop Evapotranspiration (FRET): projects/fret.md
              - Carbon Security Index: projects/csi.md
              - Gridded Livestock Density Kazakhstan (2000-2019): projects/gridded_livestock.md
              - High Resolution 1m Global Canopy Height Maps: projects/meta_trees.md
              - High Resolution Amazon Canopy Tree Height Dataset: projects/ctrees_amazon.md
              - ETH Global Sentinel-2 10m Canopy Height (2020): projects/canopy.md
              - WHiCH (Western Himalaya Canopy Height) Map 2020, Pakistan: projects/which.md
              - Global Forest Carbon Fluxes (2001-2024): projects/cflux.md
              - Global Plant Functional Traits: projects/plant_traits.md
              - Field Boundaries of Agriculture (FIBOA) UK Fields: projects/fiboa_uk.md
              - GIMMS Normalized Difference Vegetation Index 1982-2022: projects/gimms_ndvi.md
              - CropSuite v1.0 Crop Suitability Assessment for Africa: projects/csa.md
              - High resolution map of African tree cover: projects/af_trees.md
              - Enhanced National-Scale Urban Tree Canopy Cover (CONUS): projects/us_tcc.md
              - High-resolution annual forest land cover maps for Canada's forested ecosystems (1984-2022): projects/ca_lc.md
              - High Resolution Tree Species Information for Canada: projects/ca_species.md
              - Canada Long Term Tree Species (1984-2022): projects/ca_species_ts.md
              - Canopy height forested ecosystems of Canada: projects/ca_canopy_ht.md
              - ICESat-2 Derived Canopy Height Model (IS2CHM): projects/is2chm.md
              - Canada Landsat derived FAO forest identification (2019): projects/ca_fao.md
              - Canada Landsat Derived Forest harvest disturbance 1985-2020: projects/ca_forest_harvest.md
              - Canadian Satellite-Based Forest Inventory (SBFI): projects/ca_sbfi.md
              - Landsat-derived forest age for Canada's forested ecosystems: projects/ca_fa.md
              - Multi-Source Land Surface Phenology (MSLSP) North America 30m: projects/mslsp.md
              - US National Forest Type and Groups: projects/us_ftype_fgroup.md
              - Global Natural and Planted Forests: projects/global_ftype.md
              - Congo Basin Forest Roads: projects/forest_roads.md
              - USDA Crop Sequence Boundaries 2015-2022: projects/csb.md
              - QDANN 30m Yield Map: projects/qdann.md
              - Global Cropping Intensity Dataset 30m: projects/gci30.md
              - ESA CCI Global Forest Above Ground Biomass: projects/cci_agb.md
              - geeSEBAL-MODIS Continental scale ET for South America: projects/gee_sebal.md
              - Global Fungi Database: projects/global_fungi.md
              - Global Forest Canopy Height from GEDI & Landsat: projects/gfch.md
              - Global Forest Management dataset 2015: projects/gfm_100.md
              - Global 30m Landsat Tree Canopy Cover v4: projects/global_tcc.md
              - Global tree allometry and crown architecture (Tallo) database: projects/tallo.md
              - Global Leaf trait estimates for land modelling: projects/ltrait.md
              - Global Long-term Microwave Vegetation Optical Depth Climate Archive (VODCA): projects/vodca.md
              - Global Long-term Microwave Vegetation Optical Depth Dataset Archive VODCA v2: projects/vodca_v2.md
              - Global Sunlit and Shaded GPP for vegetation canopies (1992-2020): projects/shd_sun_gpp.md
              - Aboveground carbon accumulation in global monoculture plantation forests: projects/monoculture.md
              - Rangeland Analysis Platform layers: projects/rap.md
              - NASA Harvest Layers: projects/harvest.md
              - ACES-Enhanced Rice Crop Maps for Bhutan (2016-2022): projects/aces_bhutan.md
              - Benchmark maps Secondary Forest Brazil: projects/secondary_forest.md
              - NAFD Forest Disturbance History 1986-2010: projects/nafd.md
              - Digital Earth Africa's cropland extent map Africa 2019: projects/dea_croplands.md
              - GFSAD Global Cropland Extent Product (GCEP): projects/gcep30.md
              - Ensemble Source Africa Cropland Mask 2016: projects/af_cmask.md
              - GFSAD Landsat-Derived Global Rainfed and Irrigated-Cropland Product (LGRIP): projects/lgrip30.md
              - Global irrigation areas (2001 to 2015): projects/global_irrigation.md
              - Tile Drained Croplands (30m): projects/tile.md
              - Global crop production tillage practices: projects/tillage.md
              - PEST-CHEMGRIDS Global Pesticide Application Rates: projects/pest_chemgrids.md
              - NPKGRIDS Global Fertilizer Application Rates Dataset: projects/npk.md
              - Global Fertilizer usage by crop & country: projects/global_fertilizer.md
          - "Analysis Ready Data":
              - Highly Scalable Temporal Adaptive Reflectance Fusion Model (HISTARFM) database: projects/histarfm.md
              - High Res Extended Spring Indices database: projects/spring_indices.md
              - Open Aerial Map Subset: projects/oam.md
              - HySpecNet-11K Hyperspectral Benchmark dataset: projects/hyspecnet.md
              - Santa Rita Experimental Range Drone Imagery: projects/srer_drone.md
              - USGS Consolidated Survey-Grade Checkpoints 3DEP 2010 to 2017: projects/survey_checkpoints.md
              - USGS Historical Topo Maps: projects/usgs_topo.md
              - USGS Historical Imagery Western US: projects/historical_us.md
              - S2 SR HARMONIZED SWITZERLAND: projects/s2hswiss.md
          - "Global Utilities, Assets and Amenities Layers":
              - Global Power: projects/global_power.md
              - Facebook Electrical Distribution Grid Maps: projects/electric_grid.md
              - Harmonized Global Night Time Lights (1992-2021): projects/hntl.md
              - Climate Trace Global Emissions Data: projects/climate_trace.md
              - Oil and Gas Infrastructure Mapping (OGIM) database: projects/ogim.md
              - Carbon Offset Project Boundaries: projects/carbon_projects.md
              - Industrial Land Maps across Global Cities: projects/industrial.md
              - Vulcan Fossil Fuel CO2 Emissions Dataset: projects/vulcan.md
              - Global NPP-VIIRS-like nighttime light (2000-2023): projects/npp_viirs_ntl.md
              - Global Annual Simulated NPP-VIIRS Nighttime Light Dataset (1992-2023): projects/srunet_npp_viirs_ntl.md
              - GAN based Synthetic VIIRS (NTL) India: projects/syn_ntl.md
              - Global Roads Inventory Project: projects/grip.md
              - TIGER Roads Time Series: projects/tiger_roads.md
              - Global Highres Mining Footprints: projects/global-mining.md
              - Global ML Building Footprints: projects/msbuildings.md
              - Global Google-Microsoft Open Buildings Dataset: projects/global_buildings.md
              - USA Structures: projects/usa_structures.md
              - GLObal Building heights for Urban Studies (UT-GLOBUS): projects/utglobus.md
              - Global Building Atlas Polygons: projects/gba.md
              - OpenBuildingMap Global Building Footprints with Semantic Information: projects/obm.md
              - Copernicus EMC-BUILT Global Built-up Surface R2025A: projects/emc_built.md
              - Global Human Settlement Open Buildings Attribute Table (GHS-OBAT): projects/ghs_obat.md
              - Global Electric Consumption revised GDP: projects/elc_gdp.md
              - Global Mining Areas and Validation Datasets: projects/global_mining.md
              - Global Healthsites Mapping Project: projects/health_sites.md
              - Global fixed broadband and mobile (cellular) network performance: projects/speedtest.md
              - Ookla 5G Map: projects/ookla_5g.md
              - Measurement Lab Network Extracts (M-Lab): projects/mlab_extracts.md
              - Global Power Plant Database: projects/pwplants.md
              - Global offshore wind turbine dataset: projects/gowt.md
              - Harmonised global datasets of wind and solar farm locations and power: projects/energy_farms.md
              - Global Renewables Watch Temporal Dataset of Solar and Wind Energy: projects/grw.md
              - TransitionZero Solar Asset Mapper: projects/tzero.md
              - Ground-Mounted Solar Energy in the US (GM-SEUS): projects/gmseus.md
              - Global Database of Cement Production Assets: projects/gcd.md
              - Global database of cement production assets and upstream suppliers: projects/gcd_assets.md
              - Global Database of Iron and Steel Production Assets: projects/gid.md
              - Global Photovoltaics Inventory (2016-2018): projects/global_pv.md
          - "Biodiversity, Ecosystems & Habitat Layers":
              - Biodiversity Intactness Index(BII): projects/bii.md
              - Biodiversity Intactness Index (BII) for sub-Saharan Africa: projects/bii_africa.md
              - Global Consensus Landcover: projects/gcl.md
              - Global Freshwater Variables: projects/gfv.md
              - Global Habitat Heterogeneity: projects/ghh.md
              - Global 1-km Cloud Cover: projects/gcc.md
              - Areas of global conservation value: projects/gci.md
              - Global Groundwater-Dependent Ecosystems (GDEs): projects/gde.md
          - "Weather and Climate Layers":
              - Global Reference Evapotranspiration Layers: projects/et0.md
              - Global Aridity Index: projects/ai0.md
              - Global Wind Atlas Datasets: projects/gwa.md
              - Global Solar Atlas Datasets: projects/gsa.md
              - Global Extreme Heat Hazard: projects/heat-hazard.md
              - US EPA Total Deposition Layers (TDEP Layers): projects/tdep.md
              - Brazilian Daily Weather Gridded Data(BR-DWGD) 1961-2020: projects/br_dwgd.md
              - International Satellite Cloud Climatology Project HXG Cloud Cover: projects/isccp_hxg.md
              - Current and projected climate data for North America (CMIP6 scenarios): projects/aogcm_cmip6.md
              - Terraclimate Individual years for +2C and +4C climate futures: projects/terraclim.md
              - Global MODIS-based snow cover monthly values (2000-2020): projects/snow_cover.md
              - MOD10A2061 Snow Cover 8-Day L3 Global 500m: projects/modis_8day_snow.md
              - MODIS Gap filled Long-term Land Surface Temperature Daily (2003-2020): projects/daily_lst.md
              - Global Seamless High-resolution Temperature Dataset (GSHTD): projects/gshtd.md
              - Global Daily near-surface air temperature (2003-2020): projects/airtemp.md
              - High-Resolution Global Monthly Universal Thermal Climate Index (2000–2022): projects/globutci.md
              - PRISM Climate Dataset (800m Resolution): projects/prism.md
              - PRISM Climate Dataset (800m Resolution) Daily: projects/prism_daily.md
              - Snow Data Assimilation System (SNODAS): projects/snodas.md
              - United States Drought Monitor Layers: projects/usdm.md
              - North American Drought Monitor (NADM): projects/nadm.md
              - Canadian Drought Outlook: projects/can_drought_outlook.md
              - United States Seasonal Drought Outlook: projects/ussdo.md
              - Global Precipitation Measurement (GPM): projects/gpm.md
              - ANUSPLIN Gridded Climate Dataset: projects/anusplin.md
              - AgERA5 (ECMWF) dataset: projects/agera5_datasets.md
              - Vegetation Drought Response Index (VegDRI): projects/veg_dri.md
              - ERA5-HEAT Dataset: projects/era5_heat.md
              - High Resolution Deterministic Precipitation Analysis (HRDPA): projects/hrdpa.md
              - High Resolution Deterministic Prediction System (HRDPS): projects/hrdps.md
              - Regional Deterministic Precipitation Analysis (RDPA): projects/rdpa.md
              - Regional Deterministic Prediction System (RDPS): projects/rdps.md
              - Climate Prediction Center (CPC) Morphing Technique (MORPH): projects/cpc_morph.md
              - Modern-Era Retrospective analysis for Research and Applications, Version 2 (MERRA2): projects/merrav2.md
              - Applied Climate Information System (ACIS) NRCC NN: projects/noaa_acis.md
              - Climate Hazards Group InfraRed Precipitation with Station Data-Prelim (CHIRPS-Prelim): projects/chirps_prelim.md
              - NOAA Monthly U.S. Climate Gridded Dataset (NClimGrid): projects/nclim_grid.md
              - High-spatial-resolution Thermal-stress Indices over South and East Asia (HiTiSAE): projects/hitisae.md
              - Long-term Gap-free High-resolution Air Pollutants (LGHAP): projects/lghap.md
              - Global High Air Pollutants(GHAP) PM2.5 Concentrations (2017-2022): projects/ghap.md
              - Global Monthly Satellite-derived PM2.5: projects/global_pm25.md
              - Urban Heat Island Intensity: projects/uhii.md
              - Reference ET gridded database based on FAO Penman-Monteith for Peru (PISCOeo_pm): projects/piscoeo.md
          - "Global Events Layers":
              - Global large flood events (1985-2016): projects/flood.md
              - Global Landslide Catalog (1970-2019): projects/landslide.md
              - Groundsource Global Dataset of Flood Events from News: projects/groundsource.md
              - NOAA NGS Emergency Response Imagery: projects/noaa_ngs_eri.md
              - MAXAR Open Data Events: projects/maxar_opendata.md
              - Wyvern Open Data: projects/wyvern.md
              - Planet Tanager Open Data: projects/tanager.md
              - Umbra SAR Open Data: projects/umbra_opendata.md
              - Urban Sky Open Data: projects/urbansky.md
              - Los Angeles Fires 2025 Lidar Collections and Change Analysis: projects/ladem.md
              - RADD Forest Disturbance Alert: projects/radd.md
              - Geocoded Disasters (GDIS) Dataset (1960 – 2018): projects/gdis.md
              - USGS Global Earthquake dataset: projects/global_earthquakes.md
              - Emergency Observation Data for the 2024 Sea of Japan Earthquake: projects/japan_eq2024.md
          - "Fire Monitoring and Analysis":
              - CEMS Fire Danger Indices: projects/cems_fire.md
              - Canada National Burned Area Composite (NBAC): projects/nbac.md
              - Wildfire Risk to Communities (WRC): projects/wrc.md
              - Global Fire WEather Database (GFWED): projects/gfwed.md
              - Global Fire Atlas (2003-2016): projects/gfa.md
              - Archival NRT FIRMS Global VIIRS and MODIS vector data: projects/firms_vector.md
              - Monitoring Trends in Burn Severity (MTBS) 1984-2019: projects/mtbs.md
              - 30m Global Annual Burned Area Maps (GABAM): projects/gabam.md
              - Canada Landsat Derived Wildfire disturbance & Magnitude 1985-2020: projects/ca_forest_fire.md
              - Canada 2023 Wildfires: projects/ca_fires.md
              - ESA Fire Disturbance Climate Change Initiative (CCI): projects/avhrr-ltdr.md
          - "Insiders only datasets":
              - Microsoft Bing Global Mined Roads: projects/msroads.md
              - Overture Foundation Building Footprints: projects/overture_buildings.md
              - National Structures Inventory (NSI): projects/nsi.md
              - EOG Annual VIIRS Night Time Light (2013-2021): projects/eog_viirs_ntl.md
              - Canada High Resolution Digital Elevation Model (HRDEM): projects/hrdem.md
              - swissSURFACE3D Raster Digital Surface Model (DSM): projects/swiss3d.md
              - Carbon Mapper Data Portal Methane Emissions: projects/cmapper.md
  - Tutorials:
      - tutorials/index.md
      - Global Land & Shorelines Masks: tutorials/examples/global_shorelines.md
      - Exploring Global 30m Land Cover Change: tutorials/examples/glc_fcs30d_lulc.md
      - Population Trends with Landscan: tutorials/examples/landscan_extracts.md
      - Exploring Dynamic Surface Water Extent (DSWE): tutorials/examples/dswe_landsat.md
      - Creating Country-Level Boundaries from GAUL Dataset in Google Earth Engine: tutorials/examples/gaul_aggregate.md
      - Performing Zonal Statistics on GHS-OBAT Building Data A Case Study in Amsterdam: tutorials/examples/ghs_obat_summaries.md
    #   - Assessing Brazil's Biodiversity and Conservation Needs: tutorials/examples/conservation_priorities.md
    #   - Forest Loss and Cost Surface Analysis for Brazil's Tall Forests: tutorials/examples/tree_canopy.md
  - Changelog:
      - Data Changelog: changelog.md
  - How to Cite:
      - reference/index.md
  - Insiders:
      - insiders/index.md
      - Insiders Program: insiders/insiders_program.md
      - "Insiders only datasets":
          - Microsoft Bing Global Mined Roads: projects/msroads.md
          - Overture Foundation Building Footprints: projects/overture_buildings.md
          - National Structures Inventory (NSI): projects/nsi.md
          - EOG Annual VIIRS Night Time Light (2013-2021): projects/eog_viirs_ntl.md
          - Canada High Resolution Digital Elevation Model (HRDEM): projects/hrdem.md
          - swissSURFACE3D Raster Digital Surface Model (DSM): projects/swiss3d.md
          - Carbon Mapper Data Portal Methane Emissions: projects/cmapper.md
  - Get Involved:
      - Community Actions (What you can do):
          - contributing/index.md
          - Submit or bring your data request to community catalog: contributing/submit.md
          - Submit update request for dataset in community catalog: contributing/update.md
          - Bug report for dataset in community catalog: contributing/bug.md
          - Submit example for dataset in community catalog: contributing/example.md
  - Blogs:
      - Substack Blogs: substack_blogs.md
      - Medium Blogs: medium_blogs.md
  - AI Search:
    - search_features/index.md
  - Forum:
    - forum/index.md
  - Browser:
    - browser/index.md