{ "layers": [ { "id": "aqueduct_water_stress", "description": "WRI Aqueduct 4.0 baseline water stress and drought risk indicators", "default_variant": "bws", "dataset_key": "aqueduct_water_stress", "variants": [ { "id": "bws", "dataset_key": "aqueduct_water_stress", "category": "water", "legend": { "type": "categorical", "categories": [ { "value": 0, "label": "Low (<10%)", "color": "#ffffb2" }, { "value": 1, "label": "Low-Medium (10-20%)", "color": "#fecc5c" }, { "value": 2, "label": "Medium-High (20-40%)", "color": "#fd8d3c" }, { "value": 3, "label": "High (40-80%)", "color": "#f03b20" }, { "value": 4, "label": "Extremely High (>80%)", "color": "#bd0026" }, { "value": 5, "label": "Arid & Low Use", "color": "#969696" } ] } }, { "id": "drr", "dataset_key": "aqueduct_water_stress_drr", "category": "precipitation", "legend": { "type": "categorical", "categories": [ { "value": 0, "label": "Low", "color": "#ffffb2" }, { "value": 1, "label": "Low-Medium", "color": "#fecc5c" }, { "value": 2, "label": "Medium-High", "color": "#fd8d3c" }, { "value": 3, "label": "High", "color": "#f03b20" }, { "value": 4, "label": "Extremely High", "color": "#bd0026" } ] } } ], "legend": { "type": "categorical", "categories": [ { "value": 0, "label": "Low (<10%)", "color": "#ffffb2" }, { "value": 1, "label": "Low-Medium (10-20%)", "color": "#fecc5c" }, { "value": 2, "label": "Medium-High (20-40%)", "color": "#fd8d3c" }, { "value": 3, "label": "High (40-80%)", "color": "#f03b20" }, { "value": 4, "label": "Extremely High (>80%)", "color": "#bd0026" }, { "value": 5, "label": "Arid & Low Use", "color": "#969696" } ] }, "source_info": { "name": "Aqueduct 4.0 Water Risk Framework", "authors": "World Resources Institute", "year": 2023, "license": "CC BY 4.0", "url": "https://www.wri.org/aqueduct", "institution": "World Resources Institute (WRI)", "short_name": "WRI", "version": "4.0", "notes": "HydroSHEDS Level 6 basin-level water stress indicators" } }, { "id": "aridity_index", "description": "UNEP-WMO Aridity Index (P/PET) — multi-decade climatology, absolute measure of chronic water availability.", "default_variant": "annual", "dataset_key": "aridity_index", "variants": [ { "id": "annual", "dataset_key": "aridity_index", "category": "precipitation", "legend": { "type": "gradient", "min": 0, "max": 20000, "colormap_name": "rdylbu", "unit": "P/PET × 10000" } } ], "legend": { "type": "gradient", "min": 0, "max": 20000, "colormap_name": "rdylbu", "unit": "P/PET × 10000" }, "source_info": { "name": "Global Aridity Index and Potential Evapotranspiration v3.1", "authors": "Zomer, R.J., Xu, J., Trabucco, A.", "year": 2022, "license": "CC BY 4.0", "url": "https://csi.cgiar.org/Aridity/", "institution": "CGIAR Consortium for Spatial Information", "short_name": "CGIAR-CSI", "doi": "10.6084/m9.figshare.7504448", "article_doi": "10.1038/s41597-022-01493-1", "article_title": "Version 3 of the Global Aridity Index and Potential Evapotranspiration Database", "journal": "Scientific Data", "version": "3.1", "notes": "WorldClim 2.1 climate baseline (1970-2000). Source raster stores Aridity Index × 10000 as INT16; dtype_original_range rescales to true AI ratio (0 hyper-arid → ~3 humid)." } }, { "id": "burned_area", "description": "GFED-MCD64A1 burned area fraction — direct observed fire activity per pixel. Strongest single predictor of future fire risk.", "default_variant": "annual", "dataset_key": "burned_area", "variants": [ { "id": "annual", "dataset_key": "burned_area", "category": "vegetation", "legend": { "type": "gradient", "min": 0, "max": 100, "colormap_name": "ylorrd", "unit": "% burned" } }, { "id": "climatology_22yr", "dataset_key": "burned_area_climatology_22yr", "category": "vegetation", "legend": { "type": "gradient", "min": 0, "max": 25, "colormap_name": "ylorrd", "unit": "% mean annual burned" } } ], "legend": { "type": "gradient", "min": 0, "max": 100, "colormap_name": "ylorrd", "unit": "% burned" }, "source_info": { "name": "Global Biomass Burning at 500 m (GFED500)", "authors": "van Wees, D., van der Werf, G.R., Randerson, J.T., Rogers, B.M., Chen, Y., Veraverbeke, S., Giglio, L., Morton, D.C.", "year": 2025, "license": "CC BY 4.0", "url": "https://zenodo.org/records/17338226", "institution": "Vrije Universiteit Amsterdam / GFED", "short_name": "GFED500", "doi": "10.5281/zenodo.17338226", "article_doi": "10.5194/essd-2024-XXX", "article_title": "Global biomass burning fuel consumption and emissions at 500-m spatial resolution based on the Global Fire Emissions Database (GFED)", "journal": "Earth System Science Data", "version": "C61_2023update", "notes": "Per-year ZIPs (~460 MB each) contain 225 MODIS sinusoidal NetCDF tiles with monthly BA_TOT (burned fraction per grid cell). Annual raster computed as sum across 12 months, clipped to [0,1], scaled to UINT8 percent (0-100). Ocean / no-coverage pixels set to nodata=255. Two variants ship: a single-year 2023 snapshot at 500 m and a 22-year (2002-2023) mean annual climatology at 0.25 deg." } }, { "id": "dem", "description": "Global terrain data from Copernicus DEM GLO-90 (90m native, stored at 250m)", "default_variant": "elevation", "dataset_key": "dem", "variants": [ { "id": "elevation", "dataset_key": "dem", "category": "terrain", "legend": { "type": "gradient", "min": 0.1, "max": 4000, "colormap_name": "gist_earth", "unit": "m" } }, { "id": "slope", "dataset_key": "dem_slope", "category": "terrain", "legend": { "type": "gradient", "min": 0.1, "max": 45, "colormap_name": "ylorrd", "unit": "°" } }, { "id": "tri", "dataset_key": "dem_tri", "category": "terrain", "legend": { "type": "gradient", "min": 0.1, "max": 500, "colormap_name": "ylorrd", "unit": "m" } } ], "legend": { "type": "gradient", "min": 0.1, "max": 4000, "colormap_name": "gist_earth", "unit": "m" }, "source_info": { "name": "Copernicus DEM GLO-90", "authors": "European Space Agency / Airbus", "year": 2024, "license": "CC BY 4.0", "url": "https://registry.opendata.aws/copernicus-dem/", "institution": "European Space Agency", "short_name": "ESA", "version": "2024_1", "notes": "TanDEM-X SAR interferometry. 90m global. Tiles on AWS S3 (public, no auth)." } }, { "id": "distance_to_coast", "description": "Distance from coastline in kilometers (NASA/PacIOOS). Negative=land, positive=ocean.", "default_variant": "distance", "dataset_key": "distance_to_coast", "variants": [ { "id": "distance", "dataset_key": "distance_to_coast", "category": "water", "legend": { "type": "gradient", "min": -500, "max": 500, "colormap_name": "rdbu", "unit": "km" } } ], "legend": { "type": "gradient", "min": -500, "max": 500, "colormap_name": "rdbu", "unit": "km" }, "source_info": { "name": "Distance to Nearest Coastline", "authors": "NASA Ocean Biology Processing Group (OBPG), PacIOOS", "year": 2009, "license": "Free for research (not for legal use)", "url": "https://www.pacioos.hawaii.edu/metadata/dist2coast_1deg.html", "institution": "University of Hawaii, Pacific Islands Ocean Observing System (PacIOOS)", "short_name": "PacIOOS", "notes": "Generated using GMT software. Uncertainty of up to 1km at any point." } }, { "id": "era5_extremum", "description": "ERA5 daily temperature/wind extremes and climate day counts from daily statistics", "default_variant": "climate_days", "dataset_key": "era5_extremum", "variants": [ { "id": "temperature_max", "dataset_key": "era5_extremum_temperature_max", "category": "temperature", "legend": { "type": "gradient", "min": -40, "max": 55, "colormap_name": "rdylbu_r", "unit": "C" }, "bands": [ { "index": 1, "name": "max", "description": "Annual Max Daily Temperature", "unit": "C" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "temperature_min", "dataset_key": "era5_extremum_temperature_min", "category": "temperature", "legend": { "type": "gradient", "min": -60, "max": 30, "colormap_name": "rdylbu_r", "unit": "C" }, "bands": [ { "index": 1, "name": "min", "description": "Annual Min Daily Temperature", "unit": "C" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "climate_days", "dataset_key": "era5_extremum", "category": "temperature", "legend": { "type": "gradient", "min": 0, "max": 365, "colormap_name": "ylorrd", "unit": "days" }, "bands": [ { "index": 1, "name": "hot_days", "description": "Days Tmax > 35C", "unit": "days" }, { "index": 2, "name": "tropical_nights", "description": "Nights Tmin > 20C", "unit": "days" }, { "index": 3, "name": "summer_days", "description": "Days Tmax > 25C", "unit": "days" }, { "index": 4, "name": "cold_days", "description": "Days Tmax < 0C", "unit": "days" }, { "index": 5, "name": "frost_nights", "description": "Nights Tmin < 0C", "unit": "days" }, { "index": 6, "name": "total_days", "description": "Total valid days", "unit": "days" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "wind_max", "dataset_key": "era5_extremum_wind_max", "category": "wind", "legend": { "type": "gradient", "min": 0, "max": 40, "colormap_name": "viridis", "unit": "m/s" }, "bands": [ { "index": 1, "name": "max", "description": "Annual Max Wind Gust", "unit": "m/s" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "storm_days", "dataset_key": "era5_extremum_storm_days", "category": "wind", "legend": { "type": "gradient", "min": 0, "max": 365, "colormap_name": "ylorrd", "unit": "days" }, "bands": [ { "index": 1, "name": "gale_days", "description": "Days wind gust > 14 m/s (Beaufort 7)", "unit": "days" }, { "index": 2, "name": "storm_days", "description": "Days wind gust > 17.5 m/s (Beaufort 8)", "unit": "days" }, { "index": 3, "name": "strong_gale_days", "description": "Days wind gust > 20.8 m/s (Beaufort 9)", "unit": "days" }, { "index": 4, "name": "severe_storm_days", "description": "Days wind gust > 24.5 m/s (Beaufort 10)", "unit": "days" }, { "index": 5, "name": "violent_storm_days", "description": "Days wind gust > 28.5 m/s (Beaufort 11)", "unit": "days" }, { "index": 6, "name": "hurricane_days", "description": "Days wind gust > 32.7 m/s (Beaufort 12)", "unit": "days" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "extreme_precip", "dataset_key": "era5_extremum_extreme_precip", "category": "precipitation", "legend": { "type": "gradient", "min": 0, "max": 60, "colormap_name": "blues", "unit": "days" }, "bands": [ { "index": 1, "name": "days_ge_10mm", "description": "Days precip >= 10 mm", "unit": "days" }, { "index": 2, "name": "days_ge_20mm", "description": "Days precip >= 20 mm", "unit": "days" }, { "index": 3, "name": "days_ge_30mm", "description": "Days precip >= 30 mm", "unit": "days" }, { "index": 4, "name": "days_ge_35mm", "description": "Days precip >= 35 mm", "unit": "days" }, { "index": 5, "name": "days_ge_50mm", "description": "Days precip >= 50 mm", "unit": "days" }, { "index": 6, "name": "days_ge_75mm", "description": "Days precip >= 75 mm", "unit": "days" }, { "index": 7, "name": "days_ge_100mm", "description": "Days precip >= 100 mm", "unit": "days" }, { "index": 8, "name": "max_daily_mm", "description": "Max daily precipitation", "unit": "mm" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } } ], "legend": { "type": "gradient", "min": 0, "max": 365, "colormap_name": "ylorrd", "unit": "days" }, "source_info": { "name": "ERA5 Single Levels Daily Statistics", "authors": "Copernicus Climate Change Service (C3S)", "year": 2025, "license": "Copernicus License", "url": "https://cds.climate.copernicus.eu/datasets/derived-era5-single-levels-daily-statistics", "institution": "ECMWF", "short_name": "ECMWF", "notes": "Daily min/max 2m temperature and wind gust at 0.25deg resolution." } }, { "id": "era5_monthly", "description": "ERA5-Land monthly reanalysis climate variables", "default_variant": "temperature", "dataset_key": "era5_monthly", "variants": [ { "id": "temperature", "dataset_key": "era5_monthly", "category": "temperature", "legend": { "type": "gradient", "min": -40, "max": 45, "colormap_name": "rdylbu_r", "unit": "C" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Temperature", "unit": "C" }, { "index": 2, "name": "min", "description": "Annual Min Temperature", "unit": "C" }, { "index": 3, "name": "max", "description": "Annual Max Temperature", "unit": "C" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "humidity", "dataset_key": "era5_monthly_humidity", "category": "water", "legend": { "type": "gradient", "min": 0, "max": 100, "colormap_name": "ylgnbu", "unit": "%" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Relative Humidity", "unit": "%" }, { "index": 2, "name": "min", "description": "Annual Min Relative Humidity", "unit": "%" }, { "index": 3, "name": "max", "description": "Annual Max Relative Humidity", "unit": "%" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "precipitation", "dataset_key": "era5_monthly_precipitation", "category": "precipitation", "legend": { "type": "gradient", "min": 0, "max": 400, "colormap_name": "blues", "unit": "mm/month" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Precipitation", "unit": "mm/month" }, { "index": 2, "name": "min", "description": "Annual Min Precipitation", "unit": "mm/month" }, { "index": 3, "name": "max", "description": "Annual Max Precipitation", "unit": "mm/month" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "potential_evapotranspiration", "dataset_key": "era5_monthly_potential_evapotranspiration", "category": "water", "legend": { "type": "gradient", "min": 0, "max": 500, "colormap_name": "ylorrd", "unit": "mm/month" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean PET", "unit": "mm/month" }, { "index": 2, "name": "min", "description": "Annual Min PET", "unit": "mm/month" }, { "index": 3, "name": "max", "description": "Annual Max PET", "unit": "mm/month" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "runoff", "dataset_key": "era5_monthly_runoff", "category": "misc", "legend": { "type": "gradient", "min": 0, "max": 50, "colormap_name": "blues", "unit": "mm/month" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Surface Runoff", "unit": "mm/month" }, { "index": 2, "name": "min", "description": "Annual Min Surface Runoff", "unit": "mm/month" }, { "index": 3, "name": "max", "description": "Annual Max Surface Runoff", "unit": "mm/month" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "wind", "dataset_key": "era5_monthly_wind", "category": "wind", "legend": { "type": "gradient", "min": 0, "max": 15, "colormap_name": "viridis", "unit": "m/s" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Wind Speed", "unit": "m/s" }, { "index": 2, "name": "min", "description": "Annual Min Wind Speed", "unit": "m/s" }, { "index": 3, "name": "max", "description": "Annual Max Wind Speed", "unit": "m/s" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "soil_moisture", "dataset_key": "era5_monthly_soil_moisture", "category": "water", "legend": { "type": "gradient", "min": 0, "max": 0.5, "colormap_name": "ylgnbu", "unit": "m3/m3" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Soil Moisture", "unit": "m3/m3" }, { "index": 2, "name": "min", "description": "Annual Min Soil Moisture", "unit": "m3/m3" }, { "index": 3, "name": "max", "description": "Annual Max Soil Moisture", "unit": "m3/m3" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "lai_low", "dataset_key": "era5_monthly_lai_low", "category": "vegetation", "legend": { "type": "gradient", "min": 0, "max": 4, "colormap_name": "greens", "unit": "m2/m2" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean LAI Low Veg", "unit": "m2/m2" }, { "index": 2, "name": "min", "description": "Annual Min LAI Low Veg", "unit": "m2/m2" }, { "index": 3, "name": "max", "description": "Annual Max LAI Low Veg", "unit": "m2/m2" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "lai_high", "dataset_key": "era5_monthly_lai_high", "category": "vegetation", "legend": { "type": "gradient", "min": 0, "max": 6, "colormap_name": "greens", "unit": "m2/m2" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean LAI High Veg", "unit": "m2/m2" }, { "index": 2, "name": "min", "description": "Annual Min LAI High Veg", "unit": "m2/m2" }, { "index": 3, "name": "max", "description": "Annual Max LAI High Veg", "unit": "m2/m2" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "solar_radiation", "dataset_key": "era5_monthly_solar_radiation", "category": "misc", "legend": { "type": "gradient", "min": 0, "max": 800, "colormap_name": "inferno", "unit": "MJ/m2" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Solar Radiation", "unit": "MJ/m2" }, { "index": 2, "name": "min", "description": "Annual Min Solar Radiation", "unit": "MJ/m2" }, { "index": 3, "name": "max", "description": "Annual Max Solar Radiation", "unit": "MJ/m2" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "snow_cover", "dataset_key": "era5_monthly_snow_cover", "category": "precipitation", "legend": { "type": "gradient", "min": 0, "max": 100, "colormap_name": "blues", "unit": "%" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Snow Cover", "unit": "%" }, { "index": 2, "name": "min", "description": "Annual Min Snow Cover", "unit": "%" }, { "index": 3, "name": "max", "description": "Annual Max Snow Cover", "unit": "%" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "snowmelt", "dataset_key": "era5_monthly_snowmelt", "category": "precipitation", "legend": { "type": "gradient", "min": 0, "max": 100, "colormap_name": "blues", "unit": "mm/month" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Snowmelt", "unit": "mm/month" }, { "index": 2, "name": "min", "description": "Annual Min Snowmelt", "unit": "mm/month" }, { "index": 3, "name": "max", "description": "Annual Max Snowmelt", "unit": "mm/month" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "snow_water_equivalent", "dataset_key": "era5_monthly_snow_water_equivalent", "category": "precipitation", "legend": { "type": "gradient", "min": 0, "max": 500, "colormap_name": "blues", "unit": "mm" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean SWE", "unit": "mm" }, { "index": 2, "name": "min", "description": "Annual Min SWE", "unit": "mm" }, { "index": 3, "name": "max", "description": "Annual Max SWE", "unit": "mm" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "snow_albedo", "dataset_key": "era5_monthly_snow_albedo", "category": "precipitation", "legend": { "type": "gradient", "min": 0, "max": 100, "colormap_name": "blues", "unit": "%" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Snow Albedo", "unit": "%" }, { "index": 2, "name": "min", "description": "Annual Min Snow Albedo", "unit": "%" }, { "index": 3, "name": "max", "description": "Annual Max Snow Albedo", "unit": "%" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "vpd", "dataset_key": "era5_monthly_vpd", "category": "water", "legend": { "type": "gradient", "min": 0, "max": 5, "colormap_name": "ylorrd", "unit": "kPa" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean Vapor Pressure Deficit", "unit": "kPa" }, { "index": 2, "name": "min", "description": "Annual Min Vapor Pressure Deficit", "unit": "kPa" }, { "index": 3, "name": "max", "description": "Annual Max Vapor Pressure Deficit", "unit": "kPa" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "precipitation_max", "dataset_key": "era5_monthly_precipitation_max", "category": "precipitation", "legend": { "type": "gradient", "min": 0, "max": 20, "colormap_name": "blues", "unit": "mm/day" }, "bands": [ { "index": 1, "name": "max", "description": "Monthly Max Max Precipitation", "unit": "mm/day" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "solar_radiation_max", "dataset_key": "era5_monthly_solar_radiation_max", "category": "vegetation", "legend": { "type": "gradient", "min": 0, "max": 30, "colormap_name": "inferno", "unit": "MJ/m2/day" }, "bands": [ { "index": 1, "name": "max", "description": "Monthly Max Max Solar Radiation", "unit": "MJ/m2/day" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "cape", "dataset_key": "era5_monthly_cape", "category": "wind", "legend": { "type": "gradient", "min": 0, "max": 1200, "colormap_name": "ylorrd", "unit": "J/kg" }, "bands": [ { "index": 1, "name": "mean_cape", "description": "Mean CAPE Estimate", "unit": "J/kg" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } }, { "id": "utci", "dataset_key": "era5_monthly_utci", "category": "temperature", "legend": { "type": "gradient", "min": -20, "max": 50, "colormap_name": "rdylbu_r", "unit": "C" }, "bands": [ { "index": 1, "name": "mean", "description": "Mean UTCI", "unit": "C" }, { "index": 2, "name": "max", "description": "Max UTCI", "unit": "C" }, { "index": 3, "name": "min", "description": "Min UTCI", "unit": "C" } ], "temporal": { "start_year": 2025, "end_year": 2025, "interval": "yearly" } } ], "legend": { "type": "gradient", "min": -40, "max": 45, "colormap_name": "rdylbu_r", "unit": "C" }, "source_info": { "name": "ERA5-Land Monthly Averaged Reanalysis", "authors": "Copernicus Climate Change Service (C3S)", "year": 2025, "license": "Copernicus License", "url": "https://cds.climate.copernicus.eu/datasets/reanalysis-era5-land-monthly-means", "institution": "ECMWF", "short_name": "ECMWF", "notes": "ERA5-Land provides enhanced resolution land surface reanalysis at ~9km" } }, { "id": "flood_coastal", "description": "Coastal flood inundation depth for 100-year return period (WRI Aqueduct Floods v2)", "default_variant": "inundation", "dataset_key": "flood_coastal", "variants": [ { "id": "inundation", "dataset_key": "flood_coastal", "category": "flooding", "legend": { "type": "gradient", "min": 0, "max": 3, "colormap_name": "blues", "unit": "meters" }, "bands": [ { "index": 1, "name": "historical", "description": "Historical", "unit": null }, { "index": 2, "name": "2050_ssp245", "description": "2050 SSP2-4.5", "unit": null }, { "index": 3, "name": "2050_ssp585", "description": "2050 SSP5-8.5", "unit": null }, { "index": 4, "name": "2080_ssp245", "description": "2080 SSP2-4.5", "unit": null }, { "index": 5, "name": "2080_ssp585", "description": "2080 SSP5-8.5", "unit": null } ] } ], "legend": { "type": "gradient", "min": 0, "max": 3, "colormap_name": "blues", "unit": "meters" }, "source_info": { "name": "Aqueduct Floods Hazard Maps", "authors": "World Resources Institute", "year": 2020, "license": "CC BY 4.0", "url": "https://www.wri.org/data/aqueduct-floods", "institution": "World Resources Institute (WRI)", "short_name": "WRI", "version": "2", "notes": "Coastal flood risk with and without subsidence scenarios" } }, { "id": "flood_forecast", "description": "Global flood forecasting from Copernicus Emergency Management Service (GloFAS)", "default_variant": "glofas", "dataset_key": "flood_forecast", "variants": [ { "id": "glofas", "dataset_key": "flood_forecast", "category": "flooding", "legend": { "type": "gradient", "min": 0, "max": 255, "colormap_name": "blues", "unit": "intensity" }, "bands": [ { "index": 1, "name": "flood_summary", "description": "30-day flood summary forecast", "unit": "intensity" }, { "index": 2, "name": "rapid_mapping", "description": "Rapid flood mapping", "unit": "intensity" } ] } ], "legend": { "type": "gradient", "min": 0, "max": 255, "colormap_name": "blues", "unit": "intensity" }, "source_info": { "name": "GloFAS - Global Flood Awareness System", "authors": "Copernicus Emergency Management Service", "year": 2026, "license": "CC BY 4.0", "url": "https://www.globalfloods.eu/", "institution": "ECMWF / European Commission", "short_name": "GloFAS", "notes": "30-day probabilistic flood forecasts at ~10km resolution" } }, { "id": "flood_riverine", "description": "River flood inundation depth for 100-year return period (WRI Aqueduct Floods v2)", "default_variant": "inundation", "dataset_key": "flood_riverine", "variants": [ { "id": "inundation", "dataset_key": "flood_riverine", "category": "flooding", "legend": { "type": "gradient", "min": 0, "max": 3, "colormap_name": "blues", "unit": "meters" }, "bands": [ { "index": 1, "name": "historical", "description": "Historical", "unit": null }, { "index": 2, "name": "2050_ssp245", "description": "2050 SSP2-4.5", "unit": null }, { "index": 3, "name": "2050_ssp585", "description": "2050 SSP5-8.5", "unit": null }, { "index": 4, "name": "2080_ssp245", "description": "2080 SSP2-4.5", "unit": null }, { "index": 5, "name": "2080_ssp585", "description": "2080 SSP5-8.5", "unit": null } ] } ], "legend": { "type": "gradient", "min": 0, "max": 3, "colormap_name": "blues", "unit": "meters" }, "source_info": { "name": "Aqueduct Floods Hazard Maps", "authors": "World Resources Institute", "year": 2020, "license": "CC BY 4.0", "url": "https://www.wri.org/data/aqueduct-floods", "institution": "World Resources Institute (WRI)", "short_name": "WRI", "version": "2", "notes": "Global flood risk assessment under current and future climate scenarios" } }, { "id": "ghsl_built_up", "description": "Built-up surface fraction from JRC GHSL R2023A (Sentinel-2 + Landsat, ~1km)", "default_variant": "built_up", "dataset_key": "ghsl_built_up", "variants": [ { "id": "built_up", "dataset_key": "ghsl_built_up", "category": "landcover", "legend": { "type": "gradient", "min": 1, "max": 100, "colormap_name": "plasma", "unit": "%" }, "temporal": { "start_year": 2020, "end_year": 2030, "interval": "yearly", "years": [2020, 2025, 2030] } } ], "legend": { "type": "gradient", "min": 1, "max": 100, "colormap_name": "plasma", "unit": "%" }, "source_info": { "name": "JRC Global Human Settlement Layer — Built-up Surface", "authors": "European Commission, Joint Research Centre", "year": 2023, "license": "CC BY 4.0", "url": "https://human-settlement.emergency.copernicus.eu/ghs_buS2023.php", "institution": "Joint Research Centre, European Commission", "short_name": "JRC", "version": "R2023A", "notes": "Built-up surface fraction from Sentinel-2 + Landsat, 30 arc-seconds (~1km)." } }, { "id": "glwd", "description": "Global Lakes and Wetlands Database v2 - 33 waterbody/wetland classes at 500m (HydroSHEDS/Lehner et al. 2025)", "default_variant": "classification", "dataset_key": "glwd", "variants": [ { "id": "classification", "dataset_key": "glwd", "category": "water", "legend": { "type": "categorical", "categories": [ { "value": 1, "label": "Freshwater Lake", "color": "#1E90FF" }, { "value": 2, "label": "Saline Lake", "color": "#4169E1" }, { "value": 3, "label": "Reservoir", "color": "#6495ED" }, { "value": 4, "label": "Large River", "color": "#00BFFF" }, { "value": 5, "label": "Large Estuarine River", "color": "#5F9EA0" }, { "value": 6, "label": "Other Permanent Waterbody", "color": "#87CEEB" }, { "value": 7, "label": "Small Streams", "color": "#ADD8E6" }, { "value": 8, "label": "Lacustrine, Forested", "color": "#2E8B57" }, { "value": 9, "label": "Lacustrine, Non-forested", "color": "#3CB371" }, { "value": 10, "label": "Riverine, Regularly Flooded, Forested", "color": "#20B2AA" }, { "value": 11, "label": "Riverine, Regularly Flooded, Non-forested", "color": "#48D1CC" }, { "value": 12, "label": "Riverine, Seasonally Flooded, Forested", "color": "#40E0D0" }, { "value": 13, "label": "Riverine, Seasonally Flooded, Non-forested", "color": "#7FFFD4" }, { "value": 14, "label": "Riverine, Seasonally Saturated, Forested", "color": "#66CDAA" }, { "value": 15, "label": "Riverine, Seasonally Saturated, Non-forested", "color": "#8FBC8F" }, { "value": 16, "label": "Palustrine, Regularly Flooded, Forested", "color": "#228B22" }, { "value": 17, "label": "Palustrine, Regularly Flooded, Non-forested", "color": "#32CD32" }, { "value": 18, "label": "Palustrine, Seasonally Saturated, Forested", "color": "#90EE90" }, { "value": 19, "label": "Palustrine, Seasonally Saturated, Non-forested", "color": "#98FB98" }, { "value": 20, "label": "Ephemeral, Forested", "color": "#DAA520" }, { "value": 21, "label": "Ephemeral, Non-forested", "color": "#F0E68C" }, { "value": 22, "label": "Arctic/Boreal Peatland, Forested", "color": "#8B4513" }, { "value": 23, "label": "Arctic/Boreal Peatland, Non-forested", "color": "#A0522D" }, { "value": 24, "label": "Temperate Peatland, Forested", "color": "#CD853F" }, { "value": 25, "label": "Temperate Peatland, Non-forested", "color": "#DEB887" }, { "value": 26, "label": "Tropical Peatland, Forested", "color": "#D2691E" }, { "value": 27, "label": "Tropical Peatland, Non-forested", "color": "#F4A460" }, { "value": 28, "label": "Mangrove", "color": "#9932CC" }, { "value": 29, "label": "Saltmarsh", "color": "#BA55D3" }, { "value": 30, "label": "Delta", "color": "#DA70D6" }, { "value": 31, "label": "Other Coastal Wetland", "color": "#DDA0DD" }, { "value": 32, "label": "Salt Pan/Saline Wetland", "color": "#FF8C00" }, { "value": 33, "label": "Rice Paddies", "color": "#FFD700" } ] } }, { "id": "coverage", "dataset_key": "glwd_coverage", "category": "water", "legend": { "type": "gradient", "min": 0, "max": 100, "colormap_name": "blues", "unit": "%" } } ], "legend": { "type": "categorical", "categories": [ { "value": 1, "label": "Freshwater Lake", "color": "#1E90FF" }, { "value": 2, "label": "Saline Lake", "color": "#4169E1" }, { "value": 3, "label": "Reservoir", "color": "#6495ED" }, { "value": 4, "label": "Large River", "color": "#00BFFF" }, { "value": 5, "label": "Large Estuarine River", "color": "#5F9EA0" }, { "value": 6, "label": "Other Permanent Waterbody", "color": "#87CEEB" }, { "value": 7, "label": "Small Streams", "color": "#ADD8E6" }, { "value": 8, "label": "Lacustrine, Forested", "color": "#2E8B57" }, { "value": 9, "label": "Lacustrine, Non-forested", "color": "#3CB371" }, { "value": 10, "label": "Riverine, Regularly Flooded, Forested", "color": "#20B2AA" }, { "value": 11, "label": "Riverine, Regularly Flooded, Non-forested", "color": "#48D1CC" }, { "value": 12, "label": "Riverine, Seasonally Flooded, Forested", "color": "#40E0D0" }, { "value": 13, "label": "Riverine, Seasonally Flooded, Non-forested", "color": "#7FFFD4" }, { "value": 14, "label": "Riverine, Seasonally Saturated, Forested", "color": "#66CDAA" }, { "value": 15, "label": "Riverine, Seasonally Saturated, Non-forested", "color": "#8FBC8F" }, { "value": 16, "label": "Palustrine, Regularly Flooded, Forested", "color": "#228B22" }, { "value": 17, "label": "Palustrine, Regularly Flooded, Non-forested", "color": "#32CD32" }, { "value": 18, "label": "Palustrine, Seasonally Saturated, Forested", "color": "#90EE90" }, { "value": 19, "label": "Palustrine, Seasonally Saturated, Non-forested", "color": "#98FB98" }, { "value": 20, "label": "Ephemeral, Forested", "color": "#DAA520" }, { "value": 21, "label": "Ephemeral, Non-forested", "color": "#F0E68C" }, { "value": 22, "label": "Arctic/Boreal Peatland, Forested", "color": "#8B4513" }, { "value": 23, "label": "Arctic/Boreal Peatland, Non-forested", "color": "#A0522D" }, { "value": 24, "label": "Temperate Peatland, Forested", "color": "#CD853F" }, { "value": 25, "label": "Temperate Peatland, Non-forested", "color": "#DEB887" }, { "value": 26, "label": "Tropical Peatland, Forested", "color": "#D2691E" }, { "value": 27, "label": "Tropical Peatland, Non-forested", "color": "#F4A460" }, { "value": 28, "label": "Mangrove", "color": "#9932CC" }, { "value": 29, "label": "Saltmarsh", "color": "#BA55D3" }, { "value": 30, "label": "Delta", "color": "#DA70D6" }, { "value": 31, "label": "Other Coastal Wetland", "color": "#DDA0DD" }, { "value": 32, "label": "Salt Pan/Saline Wetland", "color": "#FF8C00" }, { "value": 33, "label": "Rice Paddies", "color": "#FFD700" } ] }, "source_info": { "name": "Global Lakes and Wetlands Database (GLWD) version 2.0", "authors": "Lehner, B., Anand, M., Fluet-Chouinard, E., Tan, F., et al.", "year": 2025, "license": "CC BY 4.0", "url": "https://www.hydrosheds.org/products/glwd", "institution": "McGill University, WWF, The Nature Conservancy", "short_name": "HydroSHEDS", "doi": "10.5194/essd-17-2277-2025", "article_title": "Mapping the world's inland surface waters: an upgrade to the Global Lakes and Wetlands Database (GLWD v2)", "journal": "Earth System Science Data", "version": "2.0" } }, { "id": "jrc_surface_water", "description": "JRC Global Surface Water occurrence (1984-2021) - percentage of time water was detected over 38 years of satellite observations", "default_variant": "occurrence", "dataset_key": "jrc_surface_water", "variants": [ { "id": "occurrence", "dataset_key": "jrc_surface_water", "category": "water", "legend": { "type": "gradient", "min": 0, "max": 100, "colormap_name": "blues", "unit": "%" } } ], "legend": { "type": "gradient", "min": 0, "max": 100, "colormap_name": "blues", "unit": "%" }, "source_info": { "name": "JRC Global Surface Water v1.4", "authors": "Pekel, J.-F., Cottam, A., Gorelick, N., Belward, A.S.", "year": 2021, "license": "Free for research and commercial use with attribution", "url": "https://global-surface-water.appspot.com/", "institution": "European Commission, Joint Research Centre (JRC)", "short_name": "JRC", "doi": "10.1038/nature20584", "article_title": "High-resolution mapping of global surface water and its long-term changes", "journal": "Nature", "version": "1.4", "notes": "38 years of Landsat imagery (1984-2021). Native resolution 30m, resampled to 250m." } }, { "id": "koppen", "description": "Global climate classification based on vegetation and precipitation patterns", "default_variant": "climate", "dataset_key": "koppen", "variants": [ { "id": "climate", "dataset_key": "koppen", "category": "misc", "legend": { "type": "categorical", "categories": [ { "value": 1, "label": "Tropical rainforest climate", "color": "#0000FF" }, { "value": 2, "label": "Tropical monsoon climate", "color": "#0078FF" }, { "value": 3, "label": "Tropical savanna climate", "color": "#46AAFA" }, { "value": 4, "label": "Hot desert climate", "color": "#FF0000" }, { "value": 5, "label": "Cold desert climate", "color": "#FF9696" }, { "value": 6, "label": "Hot semi-arid (steppe) climate", "color": "#F5A500" }, { "value": 7, "label": "Cold semi-arid (steppe) climate", "color": "#FFDC64" }, { "value": 8, "label": "Mediterranean hot summer climate", "color": "#FFFF00" }, { "value": 9, "label": "Mediterranean warm summer climate", "color": "#C8C800" }, { "value": 10, "label": "Mediterranean cold summer climate", "color": "#969600" }, { "value": 11, "label": "Humid subtropical monsoon climate", "color": "#96FF96" }, { "value": 12, "label": "Subtropical highland climate", "color": "#63C764" }, { "value": 13, "label": "Subtropical highland cold climate", "color": "#329633" }, { "value": 14, "label": "Humid subtropical climate", "color": "#C8FF50" }, { "value": 15, "label": "Oceanic (marine west coast) climate", "color": "#64FF32" }, { "value": 16, "label": "Subpolar oceanic climate", "color": "#32C800" }, { "value": 17, "label": "Continental Mediterranean hot summer climate", "color": "#FF00FF" }, { "value": 18, "label": "Continental Mediterranean warm summer climate", "color": "#C800C8" }, { "value": 19, "label": "Continental subarctic dry summer climate", "color": "#963296" }, { "value": 20, "label": "Continental subarctic extreme dry climate", "color": "#966496" }, { "value": 21, "label": "Continental monsoon hot summer climate", "color": "#ABB1FF" }, { "value": 22, "label": "Continental monsoon warm summer climate", "color": "#5A77DB" }, { "value": 23, "label": "Continental subarctic monsoon climate", "color": "#4C51B5" }, { "value": 24, "label": "Continental subarctic extreme monsoon climate", "color": "#320087" }, { "value": 25, "label": "Continental hot summer climate", "color": "#00FFFF" }, { "value": 26, "label": "Continental warm summer (hemiboreal) climate", "color": "#37C8FF" }, { "value": 27, "label": "Subarctic (boreal) climate", "color": "#007D7D" }, { "value": 28, "label": "Subarctic extreme winter climate", "color": "#00465F" }, { "value": 29, "label": "Tundra climate", "color": "#B2B2B2" }, { "value": 30, "label": "Ice cap climate", "color": "#686868" } ] }, "bands": [ { "index": 1, "name": "historical", "description": "Historical (1961-1990)", "unit": null }, { "index": 2, "name": "current", "description": "Current (1991-2020)", "unit": null }, { "index": 3, "name": "2050_ssp245", "description": "2050 SSP2-4.5", "unit": null }, { "index": 4, "name": "2050_ssp585", "description": "2050 SSP5-8.5", "unit": null }, { "index": 5, "name": "2080_ssp245", "description": "2080 SSP2-4.5", "unit": null }, { "index": 6, "name": "2080_ssp585", "description": "2080 SSP5-8.5", "unit": null } ] } ], "legend": { "type": "categorical", "categories": [ { "value": 1, "label": "Tropical rainforest climate", "color": "#0000FF" }, { "value": 2, "label": "Tropical monsoon climate", "color": "#0078FF" }, { "value": 3, "label": "Tropical savanna climate", "color": "#46AAFA" }, { "value": 4, "label": "Hot desert climate", "color": "#FF0000" }, { "value": 5, "label": "Cold desert climate", "color": "#FF9696" }, { "value": 6, "label": "Hot semi-arid (steppe) climate", "color": "#F5A500" }, { "value": 7, "label": "Cold semi-arid (steppe) climate", "color": "#FFDC64" }, { "value": 8, "label": "Mediterranean hot summer climate", "color": "#FFFF00" }, { "value": 9, "label": "Mediterranean warm summer climate", "color": "#C8C800" }, { "value": 10, "label": "Mediterranean cold summer climate", "color": "#969600" }, { "value": 11, "label": "Humid subtropical monsoon climate", "color": "#96FF96" }, { "value": 12, "label": "Subtropical highland climate", "color": "#63C764" }, { "value": 13, "label": "Subtropical highland cold climate", "color": "#329633" }, { "value": 14, "label": "Humid subtropical climate", "color": "#C8FF50" }, { "value": 15, "label": "Oceanic (marine west coast) climate", "color": "#64FF32" }, { "value": 16, "label": "Subpolar oceanic climate", "color": "#32C800" }, { "value": 17, "label": "Continental Mediterranean hot summer climate", "color": "#FF00FF" }, { "value": 18, "label": "Continental Mediterranean warm summer climate", "color": "#C800C8" }, { "value": 19, "label": "Continental subarctic dry summer climate", "color": "#963296" }, { "value": 20, "label": "Continental subarctic extreme dry climate", "color": "#966496" }, { "value": 21, "label": "Continental monsoon hot summer climate", "color": "#ABB1FF" }, { "value": 22, "label": "Continental monsoon warm summer climate", "color": "#5A77DB" }, { "value": 23, "label": "Continental subarctic monsoon climate", "color": "#4C51B5" }, { "value": 24, "label": "Continental subarctic extreme monsoon climate", "color": "#320087" }, { "value": 25, "label": "Continental hot summer climate", "color": "#00FFFF" }, { "value": 26, "label": "Continental warm summer (hemiboreal) climate", "color": "#37C8FF" }, { "value": 27, "label": "Subarctic (boreal) climate", "color": "#007D7D" }, { "value": 28, "label": "Subarctic extreme winter climate", "color": "#00465F" }, { "value": 29, "label": "Tundra climate", "color": "#B2B2B2" }, { "value": 30, "label": "Ice cap climate", "color": "#686868" } ] }, "source_info": { "name": "High-resolution (1 km) Köppen-Geiger maps for 1901–2099", "authors": "Beck, H.E., McVicar, T.R., Vergopolan, N., Berg, A., Lutsko, N.J., et al.", "year": 2023, "license": "CC BY 4.0", "url": "https://www.gloh2o.org/koppen/", "institution": "GloH2O", "short_name": "GloH2O", "doi": "10.1038/s41597-023-02549-6", "journal": "Scientific Data", "version": "2" } }, { "id": "modis_land_cover", "description": "MODIS MCD12Q1 IGBP land cover classification at 500m resolution (17 classes)", "default_variant": "igbp", "dataset_key": "modis_land_cover", "variants": [ { "id": "igbp", "dataset_key": "modis_land_cover", "category": "landcover", "legend": { "type": "categorical", "categories": [ { "value": 1, "label": "Evergreen Needleleaf Forest", "color": "#05450a" }, { "value": 2, "label": "Evergreen Broadleaf Forest", "color": "#086a10" }, { "value": 3, "label": "Deciduous Needleleaf Forest", "color": "#54a708" }, { "value": 4, "label": "Deciduous Broadleaf Forest", "color": "#78d203" }, { "value": 5, "label": "Mixed Forest", "color": "#009900" }, { "value": 6, "label": "Closed Shrublands", "color": "#c6b044" }, { "value": 7, "label": "Open Shrublands", "color": "#dcd159" }, { "value": 8, "label": "Woody Savannas", "color": "#dade48" }, { "value": 9, "label": "Savannas", "color": "#fbff13" }, { "value": 10, "label": "Grasslands", "color": "#b6ff05" }, { "value": 11, "label": "Permanent Wetlands", "color": "#27ff87" }, { "value": 12, "label": "Croplands", "color": "#c24f44" }, { "value": 13, "label": "Urban/Built-up", "color": "#a5a5a5" }, { "value": 14, "label": "Cropland/Natural Mosaic", "color": "#ff6d4c" }, { "value": 15, "label": "Snow and Ice", "color": "#69fff8" }, { "value": 16, "label": "Barren", "color": "#f9ffa4" }, { "value": 17, "label": "Water", "color": "#1c0dff" } ] } } ], "legend": { "type": "categorical", "categories": [ { "value": 1, "label": "Evergreen Needleleaf Forest", "color": "#05450a" }, { "value": 2, "label": "Evergreen Broadleaf Forest", "color": "#086a10" }, { "value": 3, "label": "Deciduous Needleleaf Forest", "color": "#54a708" }, { "value": 4, "label": "Deciduous Broadleaf Forest", "color": "#78d203" }, { "value": 5, "label": "Mixed Forest", "color": "#009900" }, { "value": 6, "label": "Closed Shrublands", "color": "#c6b044" }, { "value": 7, "label": "Open Shrublands", "color": "#dcd159" }, { "value": 8, "label": "Woody Savannas", "color": "#dade48" }, { "value": 9, "label": "Savannas", "color": "#fbff13" }, { "value": 10, "label": "Grasslands", "color": "#b6ff05" }, { "value": 11, "label": "Permanent Wetlands", "color": "#27ff87" }, { "value": 12, "label": "Croplands", "color": "#c24f44" }, { "value": 13, "label": "Urban/Built-up", "color": "#a5a5a5" }, { "value": 14, "label": "Cropland/Natural Mosaic", "color": "#ff6d4c" }, { "value": 15, "label": "Snow and Ice", "color": "#69fff8" }, { "value": 16, "label": "Barren", "color": "#f9ffa4" }, { "value": 17, "label": "Water", "color": "#1c0dff" } ] }, "source_info": { "name": "MODIS Land Cover Type (MCD12Q1) v061", "authors": "Friedl, M., Sulla-Menashe, D.", "year": 2021, "license": "Public Domain", "url": "https://zenodo.org/records/8367523", "institution": "Boston University, NASA LP DAAC", "short_name": "NASA MODIS", "version": "6.1", "notes": "Processed by OpenLandMap/EnvirometriX. IGBP classification (LC_Type1)." } }, { "id": "ndvi", "description": "Annual NDVI statistics from MODIS at 10km resolution (mean, min, max, stdDev)", "default_variant": "annual", "dataset_key": "ndvi", "variants": [ { "id": "annual", "dataset_key": "ndvi", "category": "vegetation", "legend": { "type": "gradient", "min": -0.2, "max": 0.9, "colormap_name": "ylgn", "unit": "NDVI" }, "bands": [ { "index": 1, "name": "mean", "description": "Annual Mean NDVI", "unit": "NDVI" }, { "index": 2, "name": "min", "description": "Annual Minimum NDVI", "unit": "NDVI" }, { "index": 3, "name": "max", "description": "Annual Maximum NDVI", "unit": "NDVI" }, { "index": 4, "name": "stdDev", "description": "Annual Std Dev NDVI", "unit": "NDVI" } ], "temporal": { "start_year": 2017, "end_year": 2024, "interval": "yearly" } } ], "legend": { "type": "gradient", "min": -0.2, "max": 0.9, "colormap_name": "ylgn", "unit": "NDVI" }, "source_info": { "name": "MODIS Vegetation Index (MOD_NDVI_M)", "authors": "NASA Earth Observations", "year": 2024, "license": "Public Domain", "url": "https://neo.gsfc.nasa.gov/view.php?datasetId=MOD_NDVI_M", "institution": "NASA Goddard Space Flight Center", "short_name": "NASA", "notes": "Annual statistics computed from monthly NASA NEO MODIS NDVI at 0.1° resolution" } }, { "id": "slr_projections", "description": "IPCC AR6 sea level rise projections — median total SLR (mm), medium confidence", "default_variant": "projections", "dataset_key": "slr_projections", "variants": [ { "id": "projections", "dataset_key": "slr_projections", "category": "flooding", "legend": { "type": "gradient", "min": 0, "max": 1000, "colormap_name": "viridis", "unit": "mm" }, "bands": [ { "index": 1, "name": "ssp245_2020", "description": "SSP2-4.5 2020", "unit": null }, { "index": 2, "name": "ssp245_2050", "description": "SSP2-4.5 2050", "unit": null }, { "index": 3, "name": "ssp245_2100", "description": "SSP2-4.5 2100", "unit": null }, { "index": 4, "name": "ssp585_2050", "description": "SSP5-8.5 2050", "unit": null }, { "index": 5, "name": "ssp585_2100", "description": "SSP5-8.5 2100", "unit": null } ] } ], "legend": { "type": "gradient", "min": 0, "max": 1000, "colormap_name": "viridis", "unit": "mm" }, "source_info": { "name": "IPCC AR6 Sea Level Projections", "authors": "Garner, G.G., Hermans, T., Kopp, R.E., et al.", "year": 2022, "license": "CC BY 4.0", "url": "https://zenodo.org/records/6382554", "short_name": "IPCC", "doi": "10.5281/zenodo.6382554", "article_title": "IPCC AR6 Sea Level Projections (v20220323)", "version": "medium_confidence" } }, { "id": "spi_12", "description": "12-month Standardized Precipitation Index for drought monitoring", "default_variant": "observed", "dataset_key": "spi_12", "variants": [ { "id": "observed", "dataset_key": "spi_12", "category": "precipitation", "legend": { "type": "gradient", "min": -3.0, "max": 3.0, "colormap_name": "rdbu" }, "temporal": { "start_year": 2020, "end_year": 2025, "interval": "yearly" } } ], "legend": { "type": "gradient", "min": -3.0, "max": 3.0, "colormap_name": "rdbu" }, "source_info": { "name": "GDO Standardized Precipitation Index (SPI-12)", "authors": "European Commission, Joint Research Centre (JRC)", "year": 2021, "license": "European Commission reuse policy", "url": "https://data.jrc.ec.europa.eu/dataset/0d9e774d-4547-42aa-97c7-7f0f83c1806a", "institution": "Joint Research Centre, European Commission", "short_name": "JRC", "version": "1.2.0", "notes": "Part of Copernicus Emergency Management Service - Global Drought Observatory (GDO)" } }, { "id": "subsidence", "description": "Global land subsidence prediction from InSAR analysis (Hasan et al. 2023)", "default_variant": "prediction", "dataset_key": "subsidence", "variants": [ { "id": "prediction", "dataset_key": "subsidence", "category": "terrain", "legend": { "type": "categorical", "categories": [ { "value": 1, "label": "<1 cm/yr (nominal)", "color": "#2ecc71" }, { "value": 5, "label": "1-5 cm/yr (considerable)", "color": "#f39c12" }, { "value": 10, "label": ">5 cm/yr (severe)", "color": "#e74c3c" } ] } }, { "id": "probability", "dataset_key": "subsidence_probability", "category": "terrain", "legend": { "type": "gradient", "min": 0, "max": 1, "colormap_name": "reds", "unit": "probability" } } ], "legend": { "type": "categorical", "categories": [ { "value": 1, "label": "<1 cm/yr (nominal)", "color": "#2ecc71" }, { "value": 5, "label": "1-5 cm/yr (considerable)", "color": "#f39c12" }, { "value": 10, "label": ">5 cm/yr (severe)", "color": "#e74c3c" } ] }, "source_info": { "name": "Global Land Subsidence Mapping Reveals Widespread Loss of Aquifer Storage Capacity", "authors": "Hasan, M.F., Smith, R., Vajedian, S., Pommerenke, R., Majumdar, S.", "year": 2023, "license": "CC BY 4.0", "url": "https://www.hydroshare.org/resource/dc7c5bfb3a86479b889d3b30ab0e4ef7/", "institution": "CUAHSI HydroShare", "short_name": "HydroShare", "doi": "10.4211/hs.dc7c5bfb3a86479b889d3b30ab0e4ef7", "article_doi": "10.1038/s41467-023-41933-z", "article_title": "Global land subsidence mapping reveals widespread loss of aquifer storage capacity", "journal": "Nature Communications" } } ], "groups": { "temperature": { "image": "/img/layers/era5_monthly.jpg", "order": 1 }, "precipitation": { "image": "/img/layers/spi_12.jpg", "order": 2 }, "wind": { "image": "/img/layers/era5_extremum.jpg", "order": 3 }, "water": { "image": "/img/layers/aqueduct_water_stress.jpg", "order": 4 }, "flooding": { "image": "/img/layers/flood_riverine.jpg", "order": 5 }, "vegetation": { "image": "/img/layers/ndvi.jpg", "order": 6 }, "misc": { "image": "/img/layers/koppen.jpg", "order": 7 }, "terrain": { "image": "/img/layers/dem.jpg", "order": 8 }, "landcover": { "image": "/img/layers/modis_land_cover.jpg", "order": 9 } } }