Weather
|
ECMWF Temperature 2m
|
Air temperature at 2m height
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
From ERA5 reanalysis by ECMWF; hourly at...
From ERA5 reanalysis by ECMWF; hourly atmospheric data aggregated to daily 2m temperature. Supports climate and agricultural modeling.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
2m_temperature
|
Active
|
Weather
|
ECMWF Dewpoint Temperature 2m
|
Dewpoint temperature at 2m height
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5-derived dewpoint at 2m height repre...
ERA5-derived dewpoint at 2m height representing atmospheric moisture. Used in humidity estimation HVAC modeling and crop stress analysis.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
2m_dewpoint_temperature
|
Active
|
Weather
|
ECMWF Surface Pressure
|
Atmospheric pressure at surface
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5 product measuring surface-level atm...
ERA5 product measuring surface-level atmospheric pressure. Key for weather modeling aviation and deriving derived meteorological variables.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
surface_pressure
|
Active
|
Weather
|
ECMWF Total Precipitation
|
Daily total precipitation amount
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
Daily totals from ERA5 combining convect...
Daily totals from ERA5 combining convective and large-scale precipitation. Supports hydrology drought monitoring and water balance modeling.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
total_precipitation
|
Active
|
Weather
|
ECMWF Boundary Layer Height
|
Atmospheric boundary layer height
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5-derived boundary layer height indic...
ERA5-derived boundary layer height indicating atmospheric mixing depth. Important for air quality modeling and wind energy studies.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
boundary_layer_height
|
Active
|
Weather
|
ECMWF Wind U-Component 100m
|
100m u-component of wind
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5 eastward wind at 100m height. Used ...
ERA5 eastward wind at 100m height. Used with v-component for wind direction/speed; relevant for renewable energy and transport modeling.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
100m_u_component_of_wind
|
Active
|
Weather
|
ECMWF Wind V-Component 100m
|
100m v-component of wind
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5 northward wind at 100m. Combined wi...
ERA5 northward wind at 100m. Combined with u-component for wind field analysis; applied in energy weather and dispersion modeling.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
100m_v_component_of_wind
|
Active
|
Weather
|
ECMWF Wind U-Component 10m
|
10m u-component of wind
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5 eastward wind at 10m height. Standa...
ERA5 eastward wind at 10m height. Standard meteorological height for surface wind measurements.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
10m_u_component_of_wind
|
Active
|
Weather
|
ECMWF Wind V-Component 10m
|
10m v-component of wind
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5 northward wind at 10m height. Stand...
ERA5 northward wind at 10m height. Standard meteorological height for surface wind measurements.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
10m_v_component_of_wind
|
Active
|
Weather
|
ECMWF Relative Humidity
|
Relative humidity
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5 relative humidity supporting comfor...
ERA5 relative humidity supporting comfort indices and agricultural applications.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
relative_humidity
|
Active
|
Weather
|
ECMWF Skin Temperature
|
Surface skin temperature
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5 surface skin temperature for energy...
ERA5 surface skin temperature for energy balance and thermal studies.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
skin_temperature
|
Active
|
Weather
|
ECMWF Total Cloud Cover
|
Total cloud cover fraction
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5 total cloud cover for solar radiati...
ERA5 total cloud cover for solar radiation and climate modeling.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
total_cloud_cover
|
Active
|
Weather
|
ECMWF Mean Sea Level Pressure
|
Mean sea level pressure
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5 mean sea level pressure for weather...
ERA5 mean sea level pressure for weather analysis and forecasting.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
mean_sea_level_pressure
|
Active
|
Weather
|
ECMWF Geopotential
|
Geopotential height
|
ECMWF ERA5
|
https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
|
https://confluence.ecmwf.int/display/CKB/ERA5
|
Ryan Michael (ryan.michael@mssm.edu)
|
NetCDF
|
NetCDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_download_generic.sh
|
31km
|
CONUS
|
EPSG:4326
|
Hourly
|
1940-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/ecmwf/era5_process_generic.sh
|
Bash, Python, GDAL
|
Copernicus license
|
Clear and visible attribution to Coperni...
Clear and visible attribution to Copernicus programme required
▶
|
ERA5 geopotential height for atmospheric...
ERA5 geopotential height for atmospheric dynamics and weather pattern analysis.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
geopotential
|
Active
|
Built Environment
|
MODIS LST
|
Land surface temperature
|
NASA MODIS
|
https://lpdaac.usgs.gov/products/mod11a1v061/
|
https://lpdaac.usgs.gov/documents/715/MOD11_User_Guide_V61.pdf
|
Ryan Michael (ryan.michael@mssm.edu)
|
HDF
|
HDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/modis/modis_download_generic.sh
|
1km
|
CONUS
|
Sinusoidal
|
Daily
|
2000-present
|
Quality control masking, tile mosaicking...
Quality control masking, tile mosaicking, reprojection, resampling, unit conversion
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/modis/modis_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily land surface temperature from MODI...
Daily land surface temperature from MODIS Terra/Aqua satellites. Supports urban heat island climate and energy balance studies.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
LST
|
Active
|
Built Environment
|
MODIS NDVI
|
Normalized Difference Vegetation Index
|
NASA MODIS
|
https://lpdaac.usgs.gov/products/mod13a2v061/
|
https://lpdaac.usgs.gov/documents/621/MOD13_User_Guide_V61.pdf
|
Ryan Michael (ryan.michael@mssm.edu)
|
HDF
|
HDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/modis/modis_download_generic.sh
|
1km
|
CONUS
|
Sinusoidal
|
16-day/Monthly
|
2000-present
|
Quality control masking, tile mosaicking...
Quality control masking, tile mosaicking, reprojection, resampling
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/modis/modis_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
16-day composite vegetation index from M...
16-day composite vegetation index from MODIS Terra/Aqua satellites. Supports vegetation monitoring agricultural applications and ecological studies.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
NDVI
|
Active
|
Built Environment
|
MODIS EVI
|
Enhanced Vegetation Index
|
NASA MODIS
|
https://lpdaac.usgs.gov/products/mod13a2v061/
|
https://lpdaac.usgs.gov/documents/621/MOD13_User_Guide_V61.pdf
|
Ryan Michael (ryan.michael@mssm.edu)
|
HDF
|
HDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/modis/modis_download_generic.sh
|
1km
|
CONUS
|
Sinusoidal
|
16-day/Monthly
|
2000-present
|
Quality control masking, tile mosaicking...
Quality control masking, tile mosaicking, reprojection, resampling
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/modis/modis_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Enhanced vegetation index with improved ...
Enhanced vegetation index with improved sensitivity in high biomass regions. Complements NDVI for comprehensive vegetation analysis.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
EVI
|
Active
|
Built Environment
|
MODIS Percent Tree Cover
|
Vegetation continuous fields - tree cove...
Vegetation continuous fields - tree cover
▶
|
NASA MODIS
|
https://lpdaac.usgs.gov/products/mod44bv061/
|
https://lpdaac.usgs.gov/documents/936/MOD44B_User_Guide_V61.pdf
|
Ryan Michael (ryan.michael@mssm.edu)
|
HDF
|
HDF4
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/modis/modis_download_generic.sh
|
250m
|
CONUS
|
Sinusoidal
|
Annual
|
2000-present
|
Quality control masking, tile mosaicking...
Quality control masking, tile mosaicking, reprojection, resampling
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/modis/modis_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Annual percent tree cover from MODIS sat...
Annual percent tree cover from MODIS satellite data. Essential for forest monitoring carbon cycle studies and land use analysis.
▶
|
1.0.0
|
1.1.0
|
1.0.0+
|
VCF
|
Active
|
Weather
|
GridMET Precipitation
|
Daily precipitation amount
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily 4km gridded data from U. of Idaho ...
Daily 4km gridded data from U. of Idaho blending PRISM and NLDAS-2. Supports drought analysis fire weather and eco-hydrological studies.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
pr
|
Active
|
Weather
|
GridMET Maximum Temperature
|
Daily maximum air temperature
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Derived from PRISM/NLDAS-2; high-res dai...
Derived from PRISM/NLDAS-2; high-res daily max temperature. Used for heat stress crop modeling and energy demand forecasting.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
tmmx
|
Active
|
Weather
|
GridMET Minimum Temperature
|
Daily minimum air temperature
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily minimum temperature from GridMET h...
Daily minimum temperature from GridMET high-resolution dataset. Essential for frost analysis and agricultural applications.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
tmmn
|
Active
|
Weather
|
GridMET Wind Speed
|
Daily mean wind speed at 10m height
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily wind speed from GridMET for wind e...
Daily wind speed from GridMET for wind energy assessment and fire weather analysis.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
vs
|
Active
|
Weather
|
GridMET Wind Direction
|
Daily mean wind direction
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily wind direction from GridMET datase...
Daily wind direction from GridMET dataset for atmospheric transport and dispersion modeling.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
th
|
Active
|
Weather
|
GridMET Maximum Relative Humidity
|
Daily maximum relative humidity
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily maximum relative humidity for comf...
Daily maximum relative humidity for comfort indices and agricultural applications.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
rmax
|
Active
|
Weather
|
GridMET Minimum Relative Humidity
|
Daily minimum relative humidity
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily minimum relative humidity for fire...
Daily minimum relative humidity for fire weather and drought analysis.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
rmin
|
Active
|
Weather
|
GridMET Specific Humidity
|
Daily mean specific humidity
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily specific humidity for atmospheric ...
Daily specific humidity for atmospheric moisture and evapotranspiration studies.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
sph
|
Active
|
Weather
|
GridMET Solar Radiation
|
Daily mean surface downward shortwave ra...
Daily mean surface downward shortwave radiation
▶
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily solar radiation for photovoltaic p...
Daily solar radiation for photovoltaic potential and agricultural modeling.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
srad
|
Active
|
Weather
|
GridMET Vapor Pressure Deficit
|
Daily mean vapor pressure deficit
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily vapor pressure deficit for plant s...
Daily vapor pressure deficit for plant stress and evapotranspiration analysis.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
vpd
|
Active
|
Weather
|
GridMET Burning Index
|
Daily burning index (fire weather)
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily burning index for fire weather ass...
Daily burning index for fire weather assessment and wildfire risk analysis.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
bi
|
Active
|
Weather
|
GridMET 100-hr Fuel Moisture
|
100-hour dead fuel moisture content
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
100-hour dead fuel moisture for fire beh...
100-hour dead fuel moisture for fire behavior modeling and wildfire management.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
fm100
|
Active
|
Weather
|
GridMET 1000-hr Fuel Moisture
|
1000-hour dead fuel moisture content
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
1000-hour dead fuel moisture for long-te...
1000-hour dead fuel moisture for long-term fire weather assessment.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
fm1000
|
Active
|
Weather
|
GridMET Energy Release Component
|
Daily energy release component (fire wea...
Daily energy release component (fire weather)
▶
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily energy release component for fire ...
Daily energy release component for fire potential and suppression difficulty assessment.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
erc
|
Active
|
Weather
|
GridMET Reference ET (Alfalfa)
|
Daily reference evapotranspiration (alfa...
Daily reference evapotranspiration (alfalfa reference)
▶
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily reference evapotranspiration using...
Daily reference evapotranspiration using alfalfa reference for irrigation management and water balance studies.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
etr
|
Active
|
Weather
|
GridMET Reference ET (Grass)
|
Daily reference evapotranspiration (gras...
Daily reference evapotranspiration (grass reference)
▶
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Daily
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Daily reference evapotranspiration using...
Daily reference evapotranspiration using grass reference for hydrological and agricultural applications.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
eto
|
Active
|
Weather
|
GridMET Palmer Drought Index
|
Palmer Drought Severity Index (5-day ave...
Palmer Drought Severity Index (5-day average)
▶
|
University of Idaho
|
http://www.climatologylab.org/gridmet.html
|
http://www.climatologylab.org/gridmet.html
|
Ryan Michael (ryan.michael@mssm.edu)
|
Raster
|
GeoTIFF
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_download_generic.sh
|
4km
|
CONUS
|
EPSG:4326
|
Pentad
|
1979-present
|
Temporal aggregation (daily, monthly, et...
Temporal aggregation (daily, monthly, etc.), Spatial processing (mosaicking, reprojection, resampling, clipping, masking, unit conversions)
▶
|
https://github.com/sandbox-msh/geospace_data/blob/v1.2.0/gridmet/gridmet_process_generic.sh
|
Bash, Python, GDAL
|
Public domain
|
Citation in publications
|
Palmer Drought Severity Index for drough...
Palmer Drought Severity Index for drought monitoring and water resource management.
▶
|
1.0.0
|
1.0.0
|
1.0.0+
|
pdsi
|
Active
|