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{
"dataset_info": {
"features": [
{"name": "date", "unit": "-", "dtype": "string", "description": "Date of the observation."},
{"name": "lat", "unit": "Degrees", "dtype": "float64", "description": "Latitude of the observation location."},
{"name": "lon", "unit": "Degrees", "dtype": "float64", "description": "Longitude of the observation location."},
{"name": "SWE", "unit": "Inches", "dtype": "float64", "description": "Snow water equivalent at the observation point."},
{"name": "SWE_1", "unit": "Inches", "dtype": "float64", "description": "SWE value from one day before."},
{"name": "air_temperature_tmmn_1", "unit": "Fahrenheit", "dtype": "float64", "description": "Minimum air temperature from one day before."},
{"name": "potential_evapotranspiration_1", "unit": "Inches/day", "dtype": "float64", "description": "Potential evapotranspiration from one day before."},
{"name": "mean_vapor_pressure_deficit_1", "unit": "kPa", "dtype": "float64", "description": "Mean vapor pressure deficit from one day before."},
{"name": "relative_humidity_rmax_1", "unit": "Percentage", "dtype": "float64", "description": "Maximum relative humidity from one day before."},
{"name": "relative_humidity_rmin_1", "unit": "Percentage", "dtype": "float64", "description": "Minimum relative humidity from one day before."},
{"name": "precipitation_amount_1", "unit": "Inches", "dtype": "float64", "description": "Precipitation amount from one day before."},
{"name": "air_temperature_tmmx_1", "unit": "Fahrenheit", "dtype": "float64", "description": "Maximum air temperature from one day before."},
{"name": "wind_speed_1", "unit": "m/s", "dtype": "float64", "description": "Wind speed from one day before."},
{"name": "fsca_1", "unit": "Percentage", "dtype": "float64", "description": "Fractional snow-covered area from one day before.", "source": "MODIS fSCA"},
{"name": "SWE_2", "unit": "Inches", "dtype": "float64", "description": "SWE value from two days before."},
{"name": "air_temperature_tmmn_2", "unit": "Fahrenheit", "dtype": "float64", "description": "Minimum air temperature from two days before."},
{"name": "potential_evapotranspiration_2", "unit": "Inches/day", "dtype": "float64", "description": "Potential evapotranspiration from two days before."},
{"name": "mean_vapor_pressure_deficit_2", "unit": "kPa", "dtype": "float64", "description": "Mean vapor pressure deficit from two days before."},
{"name": "relative_humidity_rmax_2", "unit": "Percentage", "dtype": "float64", "description": "Maximum relative humidity from two days before."},
{"name": "relative_humidity_rmin_2", "unit": "Percentage", "dtype": "float64", "description": "Minimum relative humidity from two days before."},
{"name": "precipitation_amount_2", "unit": "Inches", "dtype": "float64", "description": "Precipitation amount from two days before."},
{"name": "air_temperature_tmmx_2", "unit": "Fahrenheit", "dtype": "float64", "description": "Maximum air temperature from two days before."},
{"name": "wind_speed_2", "unit": "m/s", "dtype": "float64", "description": "Wind speed from two days before."},
{"name": "fsca_2", "unit": "Percentage", "dtype": "float64", "description": "Fractional snow-covered area from two days before.", "source": "MODIS fSCA"},
{"name": "cumulative_SWE", "unit": "Inches", "dtype": "float64", "description": "Cumulative SWE over a specific time period starting from October 1.", "source": "SNOTEL"},
{"name": "cumulative_air_temperature_tmmn", "unit": "Fahrenheit", "dtype": "float64", "description": "Cumulative minimum air temperature over a specific time period starting from October 1."},
{"name": "cumulative_potential_evapotranspiration", "unit": "Inches/day", "dtype": "float64", "description": "Cumulative potential evapotranspiration starting from October 1."},
{"name": "cumulative_mean_vapor_pressure_deficit", "unit": "kPa", "dtype": "float64", "description": "Cumulative mean vapor pressure deficit starting from October 1."},
{"name": "cumulative_relative_humidity_rmax", "unit": "Percentage", "dtype": "float64", "description": "Cumulative maximum relative humidity starting from October 1."},
{"name": "cumulative_relative_humidity_rmin", "unit": "Percentage", "dtype": "float64", "description": "Cumulative minimum relative humidity starting from October 1."},
{"name": "cumulative_precipitation_amount", "unit": "Inches", "dtype": "float64", "description": "Cumulative precipitation amount starting from October 1."},
{"name": "cumulative_air_temperature_tmmx", "unit": "Fahrenheit", "dtype": "float64", "description": "Cumulative maximum air temperature starting from October 1."},
{"name": "cumulative_wind_speed", "unit": "m/s", "dtype": "float64", "description": "Cumulative wind speed starting from October 1."},
{"name": "cumulative_fsca", "unit": "Percentage", "dtype": "float64", "description": "Cumulative fractional snow-covered area starting from October 1.", "source": "MODIS fSCA"},
{"name": "station_name", "unit": "-", "dtype": "string", "description": "Name of the observation station.", "source": "SNOTEL"},
{"name": "swe_value", "unit": "Inches", "dtype": "float64", "description": "Measured value of SWE.", "source": "SNOTEL"},
{"name": "change_in_swe_inch", "unit": "Inches", "dtype": "float64", "description": "Change in SWE in inches.", "source": "SNOTEL"},
{"name": "snow_depth", "unit": "Inches", "dtype": "float64", "description": "Depth of the snow at the observation site.", "source": "SNOTEL"},
{"name": "air_temperature_observed_f", "unit": "Fahrenheit", "dtype": "float64", "description": "Observed air temperature.", "source": "SNOTEL"},
{"name": "precipitation_amount", "unit": "Inches", "dtype": "float64", "description": "Amount of precipitation recorded.", "source": "SNOTEL"},
{"name": "relative_humidity_rmin", "unit": "Percentage", "dtype": "float64", "description": "Minimum relative humidity recorded.", "source": "GridMET"},
{"name": "potential_evapotranspiration", "unit": "Inches/day", "dtype": "float64", "description": "Potential rate of evaporation and transpiration.", "source": "GridMET"},
{"name": "air_temperature_tmmx", "unit": "Fahrenheit", "dtype": "float64", "description": "Maximum air temperature recorded.", "source": "GridMET"},
{"name": "relative_humidity_rmax", "unit": "Percentage", "dtype": "float64", "description": "Maximum relative humidity recorded.", "source": "GridMET"},
{"name": "mean_vapor_pressure_deficit", "unit": "kPa", "dtype": "float64", "description": "Mean vapor pressure deficit.", "source": "GridMET"},
{"name": "air_temperature_tmmn", "unit": "Fahrenheit", "dtype": "float64", "description": "Minimum air temperature recorded.", "source": "GridMET"},
{"name": "wind_speed", "unit": "m/s", "dtype": "float64", "description": "Wind speed at the observation location.", "source": "GridMET"},
{"name": "Elevation", "unit": "Meters", "dtype": "float64", "description": "Elevation of the observation site.", "source": "USGS SRTM"},
{"name": "Aspect", "unit": "Degrees", "dtype": "float64", "description": "Compass direction the slope faces.", "source": "USGS SRTM"},
{"name": "Curvature", "unit": "-", "dtype": "float64", "description": "Terrain curvature at the observation site.", "source": "USGS SRTM"},
{"name": "Northness", "unit": "-", "dtype": "float64", "description": "Degree of orientation towards the north.", "source": "USGS SRTM"},
{"name": "Eastness", "unit": "-", "dtype": "float64", "description": "Degree of orientation towards the east.", "source": "USGS SRTM"}
],
"splits": [
{"name": "train", "num_bytes": 4187593113.6, "num_examples": 1000000}
],
"download_size": 4187593113.6,
"dataset_size": 4187593113.6
},
"configs": [
{
"config_name": "default",
"data_files": [
{"split": "train", "path": "training.csv"}
]
}
],
"license": "cc-by-4.0",
"task_categories": ["climate-analysis", "hydrology"],
"language": ["en"],
"tags": ["snow", "water", "equivalent", "climate", "hydrology"],
"pretty_name": "Snow Water Equivalent Forecasting Training Data"
}
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