Create metadata.json
Browse files- metadata.json +127 -0
metadata.json
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{
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"title": "Remote-sensing-based Snow Water Equivalent Forecasting Training Data",
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"description": "This dataset contains information about snow water equivalent, temperature, precipitation, wind speed, relative humidity, and related climate variables across different locations and time periods. It includes daily observations and derived variables for hydrological and climate analysis.",
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"year": 2024,
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"authors": [
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"Ziheng Sun",
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"Justin Pflug",
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"Nicoleta Cristea",
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"Gokul Prathin Asamani",
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"Keenan Ganz",
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"Millie Spencer",
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"Kehan Yang",
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"Mahboubeh Bousshagh",
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"Juan S. Acero Triana",
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"Bonan Li",
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"Rebecca Gustine"
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],
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"columns": [
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| 19 |
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{"name": "date", "type": "object"},
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{"name": "lat", "type": "float64"},
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{"name": "lon", "type": "float64"},
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| 22 |
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{"name": "SWE", "type": "float64"},
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| 23 |
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{"name": "station_name", "type": "object"},
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| 24 |
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{"name": "swe_value", "type": "float64"},
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| 25 |
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{"name": "change_in_swe_inch", "type": "float64"},
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| 26 |
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{"name": "snow_depth", "type": "float64"},
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{"name": "air_temperature_observed_f", "type": "float64"},
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| 28 |
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{"name": "precipitation_amount", "type": "float64"},
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| 29 |
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{"name": "relative_humidity_rmin", "type": "float64"},
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| 30 |
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{"name": "potential_evapotranspiration", "type": "float64"},
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| 31 |
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{"name": "air_temperature_tmmx", "type": "float64"},
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| 32 |
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{"name": "relative_humidity_rmax", "type": "float64"},
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| 33 |
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{"name": "mean_vapor_pressure_deficit", "type": "float64"},
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| 34 |
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{"name": "air_temperature_tmmn", "type": "float64"},
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| 35 |
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{"name": "wind_speed", "type": "float64"},
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| 36 |
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{"name": "Elevation", "type": "float64"},
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| 37 |
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{"name": "Aspect", "type": "float64"},
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| 38 |
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{"name": "Curvature", "type": "float64"},
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| 39 |
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{"name": "Northness", "type": "float64"},
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| 40 |
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{"name": "Eastness", "type": "float64"},
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| 41 |
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{"name": "fsca", "type": "float64"},
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| 42 |
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{"name": "Slope", "type": "float64"},
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| 43 |
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{"name": "SWE_1", "type": "float64"},
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| 44 |
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{"name": "air_temperature_tmmn_1", "type": "float64"},
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| 45 |
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{"name": "potential_evapotranspiration_1", "type": "float64"},
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| 46 |
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{"name": "mean_vapor_pressure_deficit_1", "type": "float64"},
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| 47 |
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{"name": "relative_humidity_rmax_1", "type": "float64"},
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| 48 |
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{"name": "relative_humidity_rmin_1", "type": "float64"},
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| 49 |
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{"name": "precipitation_amount_1", "type": "float64"},
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| 50 |
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{"name": "air_temperature_tmmx_1", "type": "float64"},
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| 51 |
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{"name": "wind_speed_1", "type": "float64"},
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| 52 |
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{"name": "fsca_1", "type": "float64"},
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| 53 |
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{"name": "SWE_2", "type": "float64"},
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| 54 |
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{"name": "air_temperature_tmmn_2", "type": "float64"},
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| 55 |
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{"name": "potential_evapotranspiration_2", "type": "float64"},
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| 56 |
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{"name": "mean_vapor_pressure_deficit_2", "type": "float64"},
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| 57 |
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{"name": "relative_humidity_rmax_2", "type": "float64"},
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| 58 |
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{"name": "relative_humidity_rmin_2", "type": "float64"},
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| 59 |
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{"name": "precipitation_amount_2", "type": "float64"},
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| 60 |
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{"name": "air_temperature_tmmx_2", "type": "float64"},
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| 61 |
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{"name": "wind_speed_2", "type": "float64"},
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| 62 |
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{"name": "fsca_2", "type": "float64"},
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| 63 |
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{"name": "SWE_3", "type": "float64"},
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| 64 |
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{"name": "air_temperature_tmmn_3", "type": "float64"},
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| 65 |
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{"name": "potential_evapotranspiration_3", "type": "float64"},
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| 66 |
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{"name": "mean_vapor_pressure_deficit_3", "type": "float64"},
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| 67 |
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{"name": "relative_humidity_rmax_3", "type": "float64"},
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| 68 |
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{"name": "relative_humidity_rmin_3", "type": "float64"},
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| 69 |
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{"name": "precipitation_amount_3", "type": "float64"},
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| 70 |
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{"name": "air_temperature_tmmx_3", "type": "float64"},
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| 71 |
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{"name": "wind_speed_3", "type": "float64"},
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| 72 |
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{"name": "fsca_3", "type": "float64"},
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| 73 |
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{"name": "SWE_4", "type": "float64"},
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| 74 |
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{"name": "air_temperature_tmmn_4", "type": "float64"},
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| 75 |
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{"name": "potential_evapotranspiration_4", "type": "float64"},
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| 76 |
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{"name": "mean_vapor_pressure_deficit_4", "type": "float64"},
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| 77 |
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{"name": "relative_humidity_rmax_4", "type": "float64"},
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| 78 |
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{"name": "relative_humidity_rmin_4", "type": "float64"},
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| 79 |
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{"name": "precipitation_amount_4", "type": "float64"},
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| 80 |
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{"name": "air_temperature_tmmx_4", "type": "float64"},
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| 81 |
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{"name": "wind_speed_4", "type": "float64"},
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| 82 |
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{"name": "fsca_4", "type": "float64"},
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| 83 |
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{"name": "SWE_5", "type": "float64"},
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| 84 |
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{"name": "air_temperature_tmmn_5", "type": "float64"},
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| 85 |
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{"name": "potential_evapotranspiration_5", "type": "float64"},
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| 86 |
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{"name": "mean_vapor_pressure_deficit_5", "type": "float64"},
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| 87 |
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{"name": "relative_humidity_rmax_5", "type": "float64"},
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| 88 |
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{"name": "relative_humidity_rmin_5", "type": "float64"},
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| 89 |
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{"name": "precipitation_amount_5", "type": "float64"},
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| 90 |
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{"name": "air_temperature_tmmx_5", "type": "float64"},
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| 91 |
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{"name": "wind_speed_5", "type": "float64"},
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| 92 |
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{"name": "fsca_5", "type": "float64"},
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| 93 |
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{"name": "SWE_6", "type": "float64"},
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| 94 |
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{"name": "air_temperature_tmmn_6", "type": "float64"},
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| 95 |
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{"name": "potential_evapotranspiration_6", "type": "float64"},
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| 96 |
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{"name": "mean_vapor_pressure_deficit_6", "type": "float64"},
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| 97 |
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{"name": "relative_humidity_rmax_6", "type": "float64"},
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| 98 |
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{"name": "relative_humidity_rmin_6", "type": "float64"},
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| 99 |
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{"name": "precipitation_amount_6", "type": "float64"},
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| 100 |
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{"name": "air_temperature_tmmx_6", "type": "float64"},
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| 101 |
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{"name": "wind_speed_6", "type": "float64"},
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| 102 |
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{"name": "fsca_6", "type": "float64"},
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| 103 |
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{"name": "SWE_7", "type": "float64"},
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| 104 |
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{"name": "air_temperature_tmmn_7", "type": "float64"},
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| 105 |
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{"name": "potential_evapotranspiration_7", "type": "float64"},
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| 106 |
+
{"name": "mean_vapor_pressure_deficit_7", "type": "float64"},
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| 107 |
+
{"name": "relative_humidity_rmax_7", "type": "float64"},
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| 108 |
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{"name": "relative_humidity_rmin_7", "type": "float64"},
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| 109 |
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{"name": "precipitation_amount_7", "type": "float64"},
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| 110 |
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{"name": "air_temperature_tmmx_7", "type": "float64"},
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| 111 |
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{"name": "wind_speed_7", "type": "float64"},
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| 112 |
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{"name": "fsca_7", "type": "float64"},
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| 113 |
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{"name": "water_year", "type": "int64"},
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| 114 |
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{"name": "cumulative_SWE", "type": "float64"},
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| 115 |
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{"name": "cumulative_air_temperature_tmmn", "type": "float64"},
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| 116 |
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{"name": "cumulative_potential_evapotranspiration", "type": "float64"},
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| 117 |
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{"name": "cumulative_mean_vapor_pressure_deficit", "type": "float64"},
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| 118 |
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{"name": "cumulative_relative_humidity_rmax", "type": "float64"},
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| 119 |
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{"name": "cumulative_relative_humidity_rmin", "type": "float64"},
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| 120 |
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{"name": "cumulative_precipitation_amount", "type": "float64"},
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| 121 |
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{"name": "cumulative_air_temperature_tmmx", "type": "float64"},
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| 122 |
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{"name": "cumulative_wind_speed", "type": "float64"},
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| 123 |
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{"name": "cumulative_fsca", "type": "float64"}
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| 124 |
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],
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| 125 |
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"license": "CC-BY-4.0",
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| 126 |
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"related_conference_abstract": "Sun, Ziheng, Nicoleta Cristea, Justin M. Pflug, Annie Burgess, et al. “Operational Monitoring of Snow Water Equivalent in the Western US Using Machine Learning and Remote Sensing.” In Geological Society of America Abstracts, vol. 56, p. 402442. 2024"
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| 127 |
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}
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