juaAI / stationbenchLinks
Benchmarking of weather forecasts based on station observations
☆81Updated 5 months ago
Alternatives and similar repositories for stationbench
Users that are interested in stationbench are comparing it to the libraries listed below
Sorting:
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆69Updated last month
- Aggregating gridded data (xarray) to polygons☆101Updated last week
- Python tools to work with weather and climate data☆164Updated 2 weeks ago
- Demo for running ECMWF AIFS in the cloud☆42Updated 2 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆76Updated last week
- Batch generation from xarray datasets☆187Updated last week
- A format-agnostic Python interface for geospatial data☆89Updated last week
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Updated 2 weeks ago
- Xarray extension for DGGS☆126Updated this week
- Regridding utility for xarray☆93Updated 2 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆92Updated 9 months ago
- Save multichannel data from xarray datasets as videos to save up massive amounts of space☆96Updated 5 months ago
- A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive☆70Updated this week
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆136Updated 6 months ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆67Updated last year
- TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale☆54Updated 3 weeks ago
- A next-generation climate information system that uses large language models (LLMs) alongside high-resolution climate model data, scienti…☆53Updated last week
- Statistical climate downscaling in Python