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README.md
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@@ -48,7 +48,7 @@ data = load_dataset("Geoweaver/SnowWaterEquivalent_trainingdata", data_files="tr
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- **SNOTEL**: [NRCS SNOTEL Website](https://www.wcc.nrcs.usda.gov/snow/)
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- **GridMET**: [GridMET Website](http://www.climatologylab.org/gridmet.html)
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- **USGS SRTM**: [USGS SRTM Website](https://www.usgs.gov/)
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- **MODIS
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@@ -61,15 +61,15 @@ data = load_dataset("Geoweaver/SnowWaterEquivalent_trainingdata", data_files="tr
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| **lon** | Degrees | Float64 | Longitude of the observation location. | |
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| **SWE** | Inches | Float64 | Snow water equivalent at the observation point. | |
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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. |
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| **potential_evapotranspiration_1** | Inches/day | Float64 | Potential evapotranspiration from one day before. |
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| **mean_vapor_pressure_deficit_1** | kPa | Float64 | Mean vapor pressure deficit from one day before. |
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| **relative_humidity_rmax_1** | Percentage | Float64 | Maximum relative humidity from one day before. |
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| **relative_humidity_rmin_1** | Percentage | Float64 | Minimum relative humidity from one day before. |
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| **precipitation_amount_1** | Inches | Float64 | Precipitation amount from one day before. |
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| **air_temperature_tmmx_1** | Fahrenheit | Float64 | Maximum air temperature from one day before. |
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| **wind_speed_1** | m/s | Float64 | Wind speed from one day before. | |
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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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| **potential_evapotranspiration_2** | Inches/day | Float64 | Potential evapotranspiration from two days before. | |
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- **SNOTEL**: [NRCS SNOTEL Website](https://www.wcc.nrcs.usda.gov/snow/)
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- **GridMET**: [GridMET Website](http://www.climatologylab.org/gridmet.html)
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- **USGS SRTM**: [USGS SRTM Website](https://www.usgs.gov/)
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- **MODIS 10A1 NDSI_Snow_Cover**: [MODIS 10A1 Website](https://nsidc.org/data/mod10a1/versions/61)
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| **lon** | Degrees | Float64 | Longitude of the observation location. | |
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| **SWE** | Inches | Float64 | Snow water equivalent at the observation point. | |
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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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| 65 |
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| **potential_evapotranspiration_1** | Inches/day | Float64 | Potential evapotranspiration from one day before. | GridMET |
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| 66 |
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| **mean_vapor_pressure_deficit_1** | kPa | Float64 | Mean vapor pressure deficit from one day before. | GridMET |
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| 67 |
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| **relative_humidity_rmax_1** | Percentage | Float64 | Maximum relative humidity from one day before. | GridMET |
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| 68 |
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| **relative_humidity_rmin_1** | Percentage | Float64 | Minimum relative humidity from one day before. | GridMET |
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| 69 |
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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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| **potential_evapotranspiration_2** | Inches/day | Float64 | Potential evapotranspiration from two days before. | |
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