Note: work on version 2 in progress
This handy tool converts Gribfiles to Geotiffs. Gribfiles (.grb, .grib or .grib2) are the de-facto standard file format in the Meteorology world while Geotiff (.tif) has the same rank in the GIS world. Because Gribfiles are binary with a lot of free configuration capabilities, not every GIS tool can handle these files properly.
A Gribfile can contain hundreds of records, while one record usually represents one specific meteorological parameter with a rich set of metadata. grib2geotiff converts all records of a Gribfile to atomized Geotiffs. The converted Geotiffs are grouped by the parameter's metadata so that the bulk of them is manageable. The important parameter's metadata like level, unit or reference and forecast time is applied to the Geotiffs metadata.
To install this tool you need to install Git, Maven and Java 8 first.
- clone this repository via Git:
git clone https://github.com/MeteoGroup/grib2geotiff.git - go into the directory:
cd grib2geotiff - build the java sources with Maven:
mvn package
java -jar target/grib2geotiff.jar -in [inputDirectory] -out [outputDirectory]
inputDirectoryshould contain one or more Gribfiles form the Global Forecast System (GFS), which can be downloaded from their FTP server: ftp://ftp.ncep.noaa.gov/pub/data/nccf/com/gfs/prod/ .outputDirectorywill contain all Geotiffs in the file structure schema below. This folder will get created if it does not exist.
[outputDirectory]/
└── [referenceTime]/
└── [category]/
└── [parameterName]/
└── [parameterName]_[level]_[forecastTime].tif
referenceTimeis the time the whole forecast is referenced tocategoryis the parameter's categoryparameterNameis the name of the parameterlevelis the elevation (if set), often in meters (m) or hectopascal (hPa)forecastTimeis the time when the forecast affects
Currently this tool is only tested with Gribfiles from the GFS. But feel free to try Gribfiles from other data sources.
Currently grib2geotiff is overwriting already existing Geotiffs. So the processing the Gribfiles with the same referenceTime und forecastTime but different resolutions has to be done in two steps. See this two Gribfiles:
gfs.t18z.pgrb2.1p00.f003gfs.t18z.pgrb2.2p50.f003
- The GFS Gribfile
gfs.t18z.pgrb2.1p00.f003was downloaded from the GFS FTP server and placed in the folder/geodata/weather/input/ - The tool is executed with the command
java -jar -in /geodata/weather/input/ -out /geodata/weather/output/ - The output folder now contains XXX Geotiffs where each of them represents one record / parameter of the given Gribfile (see list below)
/geodata/weather/output/
└── 2015-09-12T18:00:00Z
├── Cloud
│ ├── Cloud_Work_Function
│ │ └── Cloud_Work_Function_0_2015-09-13T00:00:00Z.tif
│ ├── Cloud_water
│ │ └── Cloud_water_0_2015-09-13T00:00:00Z.tif
│ ├── SunShine_duration
│ │ └── SunShine_duration_0_2015-09-13T00:00:00Z.tif
│ └── Total_cloud_cover
│ └── Total_cloud_cover_0_2015-09-13T00:00:00Z.tif
├── Ice
│ └── Ice_cover
│ └── Ice_cover_0_2015-09-13T00:00:00Z.tif
├── Long-wave_Radiation
│ ├── Downward_long_wave_rad_flux
│ │ └── Downward_long_wave_rad_flux_0_2015-09-13T00:00:00Z.tif
│ └── Upward_long_wave_rad_flux
│ └── Upward_long_wave_rad_flux_0_2015-09-13T00:00:00Z.tif
├── Mass
│ ├── Geopotential_height
│ │ ├── Geopotential_height_0_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_100000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_10000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_1000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_15000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_20000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_2000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_25000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_30000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_3000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_35000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_40000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_45000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_50000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_5000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_55000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_60000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_65000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_70000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_7000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_75000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_80000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_85000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_90000_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_92500_2015-09-13T00:00:00Z.tif
│ │ ├── Geopotential_height_95000_2015-09-13T00:00:00Z.tif
│ │ └── Geopotential_height_97500_2015-09-13T00:00:00Z.tif
│ ├── ICAO_Standard_Atmosphere_Reference_Height
│ │ └── ICAO_Standard_Atmosphere_Reference_Height_0_2015-09-13T00:00:00Z.tif
│ ├── MSLP_Eta_Reduction
│ │ └── MSLP_Eta_Reduction_0_2015-09-13T00:00:00Z.tif
│ ├── Meridional_Flux_of_Gravity_Wave_Stress
│ │ └── Meridional_Flux_of_Gravity_Wave_Stress_0_2015-09-13T00:00:00Z.tif
│ ├── N5-Wave_Geopotential_Height
│ │ └── N5-Wave_Geopotential_Height_50000_2015-09-13T00:00:00Z.tif
│ ├── Planetary_Boundary_Layer_Height
│ │ └── Planetary_Boundary_Layer_Height_0_2015-09-13T00:00:00Z.tif
│ ├── Pressure
│ │ ├── Pressure_0_2015-09-13T00:00:00Z.tif
│ │ └── Pressure_80_2015-09-13T00:00:00Z.tif
│ ├── Pressure_of_level_from_which_parcel_was_lifted
│ │ └── Pressure_of_level_from_which_parcel_was_lifted_25500_0_2015-09-13T00:00:00Z.tif
│ ├── Pressure_reduced_to_MSL
│ │ └── Pressure_reduced_to_MSL_0_2015-09-13T00:00:00Z.tif
│ └── Zonal_Flux_of_Gravity_Wave_Stress
│ └── Zonal_Flux_of_Gravity_Wave_Stress_0_2015-09-13T00:00:00Z.tif
├── Moisture
│ ├── Categorical_Freezing_Rain
│ │ └── Categorical_Freezing_Rain_0_2015-09-13T00:00:00Z.tif
│ ├── Categorical_Ice_Pellets
│ │ └── Categorical_Ice_Pellets_0_2015-09-13T00:00:00Z.tif
│ ├── Categorical_Rain
│ │ └── Categorical_Rain_0_2015-09-13T00:00:00Z.tif
│ ├── Categorical_Snow
│ │ └── Categorical_Snow_0_2015-09-13T00:00:00Z.tif
│ ├── Cloud_mixing_ratio
│ │ ├── Cloud_mixing_ratio_100000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_10000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_15000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_20000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_25000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_30000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_35000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_40000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_45000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_50000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_55000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_60000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_65000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_70000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_75000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_80000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_85000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_90000_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_92500_2015-09-13T00:00:00Z.tif
│ │ ├── Cloud_mixing_ratio_95000_2015-09-13T00:00:00Z.tif
│ │ └── Cloud_mixing_ratio_97500_2015-09-13T00:00:00Z.tif
│ ├── Convective_Precipitation_Rate
│ │ └── Convective_Precipitation_Rate_0_2015-09-13T00:00:00Z.tif
│ ├── Convective_precipitation
│ │ └── Convective_precipitation_0_2015-09-13T00:00:00Z.tif
│ ├── Percent_frozen_precipitation
│ │ └── Percent_frozen_precipitation_0_2015-09-13T00:00:00Z.tif
│ ├── Potential_Evaporation_Rate
│ │ └── Potential_Evaporation_Rate_0_2015-09-13T00:00:00Z.tif
│ ├── Precipitable_water
│ │ └── Precipitable_water_0_2015-09-13T00:00:00Z.tif
│ ├── Precipitation_rate
│ │ └── Precipitation_rate_0_2015-09-13T00:00:00Z.tif
│ ├── Relative_humidity
│ │ ├── Relative_humidity_0_1_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_0_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_100000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_10000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_1000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_15000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_1_1_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_1_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_20000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_2000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_25000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_2_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_30000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_3000_0_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_3000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_35000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_40000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_45000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_50000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_5000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_55000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_60000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_65000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_70000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_7000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_75000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_80000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_85000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_90000_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_92500_2015-09-13T00:00:00Z.tif
│ │ ├── Relative_humidity_95000_2015-09-13T00:00:00Z.tif
│ │ └── Relative_humidity_97500_2015-09-13T00:00:00Z.tif
│ ├── Snow_depth
│ │ └── Snow_depth_0_2015-09-13T00:00:00Z.tif
│ ├── Specific_humidity
│ │ ├── Specific_humidity_2_2015-09-13T00:00:00Z.tif
│ │ ├── Specific_humidity_3000_0_2015-09-13T00:00:00Z.tif
│ │ └── Specific_humidity_80_2015-09-13T00:00:00Z.tif
│ ├── Total_precipitation
│ │ └── Total_precipitation_0_2015-09-13T00:00:00Z.tif
│ └── Water_equivalent_of_accumulated_snow_depth
│ └── Water_equivalent_of_accumulated_snow_depth_0_2015-09-13T00:00:00Z.tif
├── Momentum
│ │ ├── Absolute_vorticity_100000_2015-09-13T00:00:00Z.tif
│ ├── Absolute_vorticity
│ │ ├── Absolute_vorticity_10000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_1000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_15000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_20000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_2000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_25000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_30000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_3000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_35000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_40000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_45000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_50000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_5000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_55000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_60000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_65000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_70000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_7000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_75000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_80000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_85000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_90000_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_92500_2015-09-13T00:00:00Z.tif
│ │ ├── Absolute_vorticity_95000_2015-09-13T00:00:00Z.tif
│ │ └── Absolute_vorticity_97500_2015-09-13T00:00:00Z.tif
│ ├── Momentum_flux_u_component
│ │ └── Momentum_flux_u_component_0_2015-09-13T00:00:00Z.tif
│ ├── Momentum_flux_v_component
│ │ └── Momentum_flux_v_component_0_2015-09-13T00:00:00Z.tif
│ ├── U-Component_Storm_Motion
│ │ └── U-Component_Storm_Motion_6000_0_2015-09-13T00:00:00Z.tif
│ ├── U-component_of_wind
│ │ ├── U-component_of_wind_0_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_100000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_10000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_1000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_100_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_10_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_15000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_1829_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_1_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_20000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_2000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_25000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_2743_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_30000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_3000_0_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_3000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_35000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_3658_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_40000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_45000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_50000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_5000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_55000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_60000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_65000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_70000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_7000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_75000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_80000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_80_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_85000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_90000_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_92500_2015-09-13T00:00:00Z.tif
│ │ ├── U-component_of_wind_95000_2015-09-13T00:00:00Z.tif
│ │ └── U-component_of_wind_97500_2015-09-13T00:00:00Z.tif
│ ├── UnknownParameter_D0_C2_224
│ │ └── UnknownParameter_D0_C2_224_0_2015-09-13T00:00:00Z.tif
│ ├── V-Component_Storm_Motion
│ │ └── V-Component_Storm_Motion_6000_0_2015-09-13T00:00:00Z.tif
│ ├── V-component_of_wind
│ │ ├── V-component_of_wind_0_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_100000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_10000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_1000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_100_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_10_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_15000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_1829_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_1_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_20000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_2000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_25000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_2743_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_30000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_3000_0_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_3000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_35000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_3658_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_40000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_45000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_50000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_5000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_55000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_60000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_65000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_70000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_7000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_75000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_80000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_80_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_85000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_90000_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_92500_2015-09-13T00:00:00Z.tif
│ │ ├── V-component_of_wind_95000_2015-09-13T00:00:00Z.tif
│ │ └── V-component_of_wind_97500_2015-09-13T00:00:00Z.tif
│ ├── Vertical_speed_sheer
│ │ └── Vertical_speed_sheer_0_2015-09-13T00:00:00Z.tif
│ ├── Vertical_velocity
│ │ ├── Vertical_velocity_100000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_10000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_15000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_1_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_20000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_25000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_30000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_35000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_40000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_45000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_50000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_55000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_60000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_65000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_70000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_75000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_80000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_85000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_90000_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_92500_2015-09-13T00:00:00Z.tif
│ │ ├── Vertical_velocity_95000_2015-09-13T00:00:00Z.tif
│ │ └── Vertical_velocity_97500_2015-09-13T00:00:00Z.tif
│ └── Wind_speed
│ └── Wind_speed_0_2015-09-13T00:00:00Z.tif
├── Physical_atmospheric_properties
│ └── Albedo
│ └── Albedo_0_2015-09-13T00:00:00Z.tif
├── Short-wave_Radiation
│ ├── Downward_short_wave_rad_flux
│ │ └── Downward_short_wave_rad_flux_0_2015-09-13T00:00:00Z.tif
│ └── Upward_short_wave_rad_flux
│ └── Upward_short_wave_rad_flux_0_2015-09-13T00:00:00Z.tif
├── Soil_Products
│ └── Field_capacity
│ └── Field_capacity_0_2015-09-13T00:00:00Z.tif
├── Temperature
│ ├── Dew_point_temperature
│ │ └── Dew_point_temperature_2_2015-09-13T00:00:00Z.tif
│ ├── Latent_heat_net_flux
│ │ └── Latent_heat_net_flux_0_2015-09-13T00:00:00Z.tif
│ ├── Maximum_temperature
│ │ └── Maximum_temperature_2_2015-09-13T00:00:00Z.tif
│ ├── Minimum_temperature
│ │ └── Minimum_temperature_2_2015-09-13T00:00:00Z.tif
│ ├── Potential_temperature
│ │ └── Potential_temperature_1_2015-09-13T00:00:00Z.tif
│ ├── Sensible_heat_net_flux
│ │ └── Sensible_heat_net_flux_0_2015-09-13T00:00:00Z.tif
│ ├── Temperature
│ │ ├── Temperature_0_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_100000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_10000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_1000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_100_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_15000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_1829_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_1_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_20000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_2000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_25000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_2743_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_2_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_30000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_3000_0_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_3000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_35000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_3658_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_40000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_45000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_50000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_5000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_55000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_60000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_65000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_70000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_7000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_75000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_80000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_80_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_85000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_90000_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_92500_2015-09-13T00:00:00Z.tif
│ │ ├── Temperature_95000_2015-09-13T00:00:00Z.tif
│ │ └── Temperature_97500_2015-09-13T00:00:00Z.tif
│ └── UnknownParameter_D0_C0_21
│ └── UnknownParameter_D0_C0_21_2_2015-09-13T00:00:00Z.tif
├── Thermodynamic_Stability_indices
│ ├── Best_lifted_index
│ │ └── Best_lifted_index_0_2015-09-13T00:00:00Z.tif
│ ├── Convective_available_potential_energy
│ │ ├── Convective_available_potential_energy_0_2015-09-13T00:00:00Z.tif
│ │ ├── Convective_available_potential_energy_18000_0_2015-09-13T00:00:00Z.tif
│ │ └── Convective_available_potential_energy_25500_0_2015-09-13T00:00:00Z.tif
│ ├── Convective_inhibition
│ │ ├── Convective_inhibition_0_2015-09-13T00:00:00Z.tif
│ │ ├── Convective_inhibition_18000_0_2015-09-13T00:00:00Z.tif
│ │ └── Convective_inhibition_25500_0_2015-09-13T00:00:00Z.tif
│ ├── Storm_relative_helicity
│ │ └── Storm_relative_helicity_3000_0_2015-09-13T00:00:00Z.tif
│ └── Surface_Lifted_Index
│ └── Surface_Lifted_Index_0_2015-09-13T00:00:00Z.tif
├── Trace_gases
│ ├── Ozone_Mixing_Ratio
│ │ ├── Ozone_Mixing_Ratio_10000_2015-09-13T00:00:00Z.tif
│ │ ├── Ozone_Mixing_Ratio_1000_2015-09-13T00:00:00Z.tif
│ │ ├── Ozone_Mixing_Ratio_15000_2015-09-13T00:00:00Z.tif
│ │ ├── Ozone_Mixing_Ratio_20000_2015-09-13T00:00:00Z.tif
│ │ ├── Ozone_Mixing_Ratio_2000_2015-09-13T00:00:00Z.tif
│ │ ├── Ozone_Mixing_Ratio_25000_2015-09-13T00:00:00Z.tif
│ │ ├── Ozone_Mixing_Ratio_30000_2015-09-13T00:00:00Z.tif
│ │ ├── Ozone_Mixing_Ratio_3000_2015-09-13T00:00:00Z.tif
│ │ ├── Ozone_Mixing_Ratio_35000_2015-09-13T00:00:00Z.tif
│ │ ├── Ozone_Mixing_Ratio_40000_2015-09-13T00:00:00Z.tif
│ │ ├── Ozone_Mixing_Ratio_5000_2015-09-13T00:00:00Z.tif
│ │ └── Ozone_Mixing_Ratio_7000_2015-09-13T00:00:00Z.tif
│ └── Total_ozone
│ └── Total_ozone_0_2015-09-13T00:00:00Z.tif
├── UnknownCategory_4
│ └── UnknownParameter_D2_C4_2
│ └── UnknownParameter_D2_C4_2_0_2015-09-13T00:00:00Z.tif
└── Vegetation_and_Biomass
├── Ground_Heat_Flux
│ └── Ground_Heat_Flux_0_2015-09-13T00:00:00Z.tif
├── Land_cover
│ └── Land_cover_0_2015-09-13T00:00:00Z.tif
├── Soil_temperature
│ ├── Soil_temperature_0_0_2015-09-13T00:00:00Z.tif
│ ├── Soil_temperature_0_1_2015-09-13T00:00:00Z.tif
│ └── Soil_temperature_1_2_2015-09-13T00:00:00Z.tif
├── Volumetric_Soil_Moisture_Content
│ ├── Volumetric_Soil_Moisture_Content_0_0_2015-09-13T00:00:00Z.tif
│ ├── Volumetric_Soil_Moisture_Content_0_1_2015-09-13T00:00:00Z.tif
│ └── Volumetric_Soil_Moisture_Content_1_2_2015-09-13T00:00:00Z.tif
├── Water_runoff
│ └── Water_runoff_0_2015-09-13T00:00:00Z.tif
└── Wilting_Point
└── Wilting_Point_0_2015-09-13T00:00:00Z.tif