snotel

Python library for loading and iterating over climate and flow time series data (from ACIS/NOAA RCCs, CoCoRaHS, Hydromet/USBR, CNRFC ESP/NWS, SNOTEL/AWDB/NRCS, and NWIS/USGS)

a snow data network (SNOTEL) R package

package for snow science data, providing streamlined access to satellite imagery (Sentinel-1/2, HLS, MODIS, etc), weather station data, climate reanalysis, land cover data, DEMs, and derived snow products as xarray objects.

Easily access SNOTEL and CCSS station data daily without cloning this repo. Requires only pandas and geopandas (or just download the CSVs), with no complex APIs or download functions.

Snotelpy is a lightweight Python Package interface for accessing USDA SNOTEL station data, allowing researchers to quickly retrieve, filter, and analyze snowpack variables across all SNOTEL stations and watersheds via the NRCS AWDB RESTful API.

A R Shiny app to visualize stream flow and weather conditions along Clear Creek in Golden CO

Does Utah's cloud seeding add the 3-15% it claims? Independent, reproducible evaluation from public data: 46-winter SNOTEL panel + storm-level designs that shrink the naive +335% to +1.5%. Paper, datasets, code.

Live Mt. Rainier snowpack monitor — SNOTEL station data, SWE trends, and streamflow outlooks for the White and Carbon River watersheds.

A home assistant plugin for Snotel sensors gain data such as SWE and height of snow.

Statistical analysis of long-term snow water equivalent trends at Red Mountain Pass using R and linear regression.

Package, tools used for large-scale downloading and processing of SNOTEL data