snotel 开源项目推荐（13 个）

heigeo /climata

用于加载和迭代气候和流量时间序列数据的Python库（来自ACIS/NOAA RCC、CoCoRaHS、Hydromet/USBR、CNRFC ESP/NWS、SNOTEL/AWDB/NRCS，以及NWIS/USGS）

bluegreen-labs /snotelr

一个雪数据网络（SNOTEL）R 包

egagli /easysnowdata

用于雪科学数据的包，可便捷访问卫星影像（Sentinel-1/2、HLS、MODIS 等）、气象站数据、气候再分析数据、土地覆盖数据、DEM 以及作为 xarray 对象的派生雪产品。

egagli /snotel_ccss_stations

无需克隆此仓库，即可每天轻松访问 SNOTEL 和 CCSS 站点数据。仅需 pandas 和 geopandas（或直接下载 CSV 文件），无需复杂的 API 或下载函数。

tavo7876 /snotelpy

Snotelpy 是一个轻量级 Python 包接口，用于访问 USDA SNOTEL 站点数据，使研究人员能够通过 NRCS AWDB RESTful API 快速检索、筛选和分析所有 SNOTEL 站点及流域的积雪变量。

andypicke /GoldenStreamGauge

一个 R Shiny 应用，用于可视化科罗拉多州戈尔登市 Clear Creek 沿线的河流流量和天气状况。

bryjudy /seeding-verification

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.

bdgroves /rainier-snowpack

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

aidanlloydtucker /ha-snotel

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

zadams03 /powder-buoy

Tests the Utah "powder buoy" folklore: does a wave-height spike at a buoy near Hawaii predict Wasatch snowstorms two weeks later? A pre-registered, held-out evaluation finds no skill beyond the base rate.

yunglim /red-mountain-pass-snowpack-analysis

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

andrewnakas /powderbench

The live, open benchmark for mountain snowfall forecasting: ~2,400 QC'd snow stations & ski resorts, scored daily against ECMWF, GFS, NOAA and friends. Humans, ML models and AI agents welcome.

allydetre /snotelprocessr

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