Update README.md
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README.md
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@@ -56,11 +56,11 @@ data = load_dataset("Geoweaver/SnowWaterEquivalent_trainingdata", data_files="tr
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## Data Fields
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| Key | Unit | Data Type | Description | Source |
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|-----------------------------------------|--------------|-----------|-----------------------------------------------------------------------------------------------|------------------|
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| **date** | - | Object | Date of the observation. |
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| 60 |
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| **lat** | Degrees | Float64 | Latitude of the observation location. | |
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| 61 |
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| **lon** | Degrees | Float64 | Longitude of the observation location. | |
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| 62 |
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| **SWE** | Inches | Float64 | Snow water equivalent at the observation point. | |
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| 63 |
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| **SWE_1** | Inches | Float64 | SWE value from one day before. | |
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| **air_temperature_tmmn_1** | Fahrenheit | Float64 | Minimum air temperature from one day before. | GridMET |
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| **potential_evapotranspiration_1** | Inches/day | Float64 | Potential evapotranspiration from one day before. | GridMET |
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| **mean_vapor_pressure_deficit_1** | kPa | Float64 | Mean vapor pressure deficit from one day before. | GridMET |
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@@ -68,18 +68,18 @@ data = load_dataset("Geoweaver/SnowWaterEquivalent_trainingdata", data_files="tr
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| **relative_humidity_rmin_1** | Percentage | Float64 | Minimum relative humidity from one day before. | GridMET |
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| **precipitation_amount_1** | Inches | Float64 | Precipitation amount from one day before. | GridMET |
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| **air_temperature_tmmx_1** | Fahrenheit | Float64 | Maximum air temperature from one day before. | GridMET |
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| **wind_speed_1** | m/s | Float64 | Wind speed from one day before. | |
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| **ndsi_1** | Percentage | Float64 | Fractional snow-covered area from one day before. | MODIS
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| **SWE_2** | Inches | Float64 | SWE value from two days before. | |
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| **air_temperature_tmmn_2** | Fahrenheit | Float64 | Minimum air temperature from two days before. |
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| 75 |
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| **potential_evapotranspiration_2** | Inches/day | Float64 | Potential evapotranspiration from two days before. |
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| 76 |
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| **mean_vapor_pressure_deficit_2** | kPa | Float64 | Mean vapor pressure deficit from two days before. |
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| **relative_humidity_rmax_2** | Percentage | Float64 | Maximum relative humidity from two days before. |
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| 78 |
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| **relative_humidity_rmin_2** | Percentage | Float64 | Minimum relative humidity from two days before. |
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| 79 |
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| **precipitation_amount_2** | Inches | Float64 | Precipitation amount from two days before. |
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| 80 |
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| **air_temperature_tmmx_2** | Fahrenheit | Float64 | Maximum air temperature from two days before. |
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| 81 |
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| **wind_speed_2** | m/s | Float64 | Wind speed from two days before. | |
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| **
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| **cumulative_SWE** | Inches | Float64 | Cumulative SWE over a specific time period starting from October 1. | SNOTEL |
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| **cumulative_air_temperature_tmmn** | Fahrenheit | Float64 | Cumulative minimum air temperature over a specific time period starting from October 1. | |
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| **cumulative_potential_evapotranspiration** | Inches/day | Float64 | Cumulative potential evapotranspiration starting from October 1. | |
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@@ -89,7 +89,7 @@ data = load_dataset("Geoweaver/SnowWaterEquivalent_trainingdata", data_files="tr
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| **cumulative_precipitation_amount** | Inches | Float64 | Cumulative precipitation amount starting from October 1. | |
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| **cumulative_air_temperature_tmmx** | Fahrenheit | Float64 | Cumulative maximum air temperature starting from October 1. | |
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| **cumulative_wind_speed** | m/s | Float64 | Cumulative wind speed starting from October 1. | |
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| **
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| **station_name** | - | Object | Name of the observation station. | SNOTEL |
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| **swe_value** | Inches | Float64 | Measured value of SWE. | SNOTEL |
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| **change_in_swe_inch** | Inches | Float64 | Change in SWE in inches. | SNOTEL |
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## Data Fields
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| 57 |
| Key | Unit | Data Type | Description | Source |
|
| 58 |
|-----------------------------------------|--------------|-----------|-----------------------------------------------------------------------------------------------|------------------|
|
| 59 |
+
| **date** | - | Object | Date of the observation. | GridMET |
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| 60 |
+
| **lat** | Degrees | Float64 | Latitude of the observation location. | GridMET |
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| 61 |
+
| **lon** | Degrees | Float64 | Longitude of the observation location. | GridMET |
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| 62 |
+
| **SWE** | Inches | Float64 | Snow water equivalent at the observation point. | GridMET |
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| 63 |
+
| **SWE_1** | Inches | Float64 | SWE value from one day before. | GridMET |
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| 64 |
| **air_temperature_tmmn_1** | Fahrenheit | Float64 | Minimum air temperature from one day before. | GridMET |
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| 65 |
| **potential_evapotranspiration_1** | Inches/day | Float64 | Potential evapotranspiration from one day before. | GridMET |
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| 66 |
| **mean_vapor_pressure_deficit_1** | kPa | Float64 | Mean vapor pressure deficit from one day before. | GridMET |
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| 68 |
| **relative_humidity_rmin_1** | Percentage | Float64 | Minimum relative humidity from one day before. | GridMET |
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| 69 |
| **precipitation_amount_1** | Inches | Float64 | Precipitation amount from one day before. | GridMET |
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| 70 |
| **air_temperature_tmmx_1** | Fahrenheit | Float64 | Maximum air temperature from one day before. | GridMET |
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| 71 |
+
| **wind_speed_1** | m/s | Float64 | Wind speed from one day before. | GridMET |
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| 72 |
+
| **ndsi_1** | Percentage | Float64 | Fractional snow-covered area from one day before. | MODIS |
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| 73 |
+
| **SWE_2** | Inches | Float64 | SWE value from two days before. | GridMET |
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| 74 |
+
| **air_temperature_tmmn_2** | Fahrenheit | Float64 | Minimum air temperature from two days before. | GridMET |
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| 75 |
+
| **potential_evapotranspiration_2** | Inches/day | Float64 | Potential evapotranspiration from two days before. | GridMET |
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| 76 |
+
| **mean_vapor_pressure_deficit_2** | kPa | Float64 | Mean vapor pressure deficit from two days before. | GridMET |
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| 77 |
+
| **relative_humidity_rmax_2** | Percentage | Float64 | Maximum relative humidity from two days before. | GridMET |
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| 78 |
+
| **relative_humidity_rmin_2** | Percentage | Float64 | Minimum relative humidity from two days before. | GridMET |
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| 79 |
+
| **precipitation_amount_2** | Inches | Float64 | Precipitation amount from two days before. | GridMET |
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| 80 |
+
| **air_temperature_tmmx_2** | Fahrenheit | Float64 | Maximum air temperature from two days before. | GridMET |
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| 81 |
+
| **wind_speed_2** | m/s | Float64 | Wind speed from two days before. | MODIS |
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| 82 |
+
| **ndsi_2** | Percentage | Float64 | snow-covered area from two days before. | MODIS |
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| 83 |
| **cumulative_SWE** | Inches | Float64 | Cumulative SWE over a specific time period starting from October 1. | SNOTEL |
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| 84 |
| **cumulative_air_temperature_tmmn** | Fahrenheit | Float64 | Cumulative minimum air temperature over a specific time period starting from October 1. | |
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| 85 |
| **cumulative_potential_evapotranspiration** | Inches/day | Float64 | Cumulative potential evapotranspiration starting from October 1. | |
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| 89 |
| **cumulative_precipitation_amount** | Inches | Float64 | Cumulative precipitation amount starting from October 1. | |
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| 90 |
| **cumulative_air_temperature_tmmx** | Fahrenheit | Float64 | Cumulative maximum air temperature starting from October 1. | |
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| 91 |
| **cumulative_wind_speed** | m/s | Float64 | Cumulative wind speed starting from October 1. | |
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| 92 |
+
| **cumulative_ndsi** | Percentage | Float64 | Cumulative fractional snow-covered area starting from October 1. | MODIS |
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| 93 |
| **station_name** | - | Object | Name of the observation station. | SNOTEL |
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| **swe_value** | Inches | Float64 | Measured value of SWE. | SNOTEL |
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| **change_in_swe_inch** | Inches | Float64 | Change in SWE in inches. | SNOTEL |
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