scores — Peer-reviewed • Rank 16.4 • Science 98%

scores: A Python package for verifying and evaluating models and predictions with xarray - Published in JOSS (2024)

GSODR — Peer-reviewed • Rank 18.3 • Science 93%

GSODR: Global Summary Daily Weather Data in R - Published in JOSS (2017)

pypromice — Peer-reviewed • Rank 10.7 • Science 98%

pypromice: A Python package for processing automated weather station data - Published in JOSS (2023)

AixWeather — Peer-reviewed • Rank 10.6 • Science 98%

AixWeather: A Weather Data Generation Tool for Building Energy System Simulations. Pull, Transform, Export. - Published in JOSS (2025)

gridwxcomp — Peer-reviewed • Rank 8.3 • Science 98%

gridwxcomp: A Python package to evaluate and interpolate biases between station and gridded weather data - Published in JOSS (2025)

SounderPy — Peer-reviewed • Rank 12.0 • Science 93%

SounderPy: An atmospheric sounding visualization and analysis tool for Python - Published in JOSS (2025)

weatherOz — Peer-reviewed • Rank 11.7 • Science 93%

weatherOz: An API Client for Australian Weather and Climate Data Resources in R - Published in JOSS (2024)

WRF-CMake — Peer-reviewed • Rank 8.8 • Science 95%

WRF-CMake: integrating CMake support into the Advanced Research WRF (ARW) modelling system - Published in JOSS (2019)

Synthia — Peer-reviewed • Rank 8.9 • Science 93%

Synthia: multidimensional synthetic data generation in Python - Published in JOSS (2021)

wradlib • Rank 19.3 • Science 77%

weather radar data processing - python package

xradar • Rank 19.1 • Science 77%

A tool to work in weather radar data in xarray

pysteps • Rank 18.0 • Science 77%

Python framework for short-term ensemble prediction systems.

satpy • Rank 22.6 • Science 64%

Python package for earth-observing satellite data processing

jcclass • Rank 5.9 • Science 77%

Automated gridded version of the Jenkinson-Collison classification.

wetterdienst • Rank 18.9 • Science 64%

Open weather data for humans.

leaflet-velocity • Rank 17.9 • Science 52%

Visualise velocity data on a leaflet layer

synopticpy • Rank 14.3 • Science 54%

Retrieve mesonet weather data as Polars DataFrames from Synoptic's Weather API.

meteostat • Rank 20.1 • Science 44%

Access and analyze historical weather and climate data with Python.

metpyqc • Rank 5.5 • Science 54%

Python library for quality control and reconstruction of meteorological data

metpy • Rank 23.4 • Science 36%

MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.

awesome-agriculture • Rank 10.1 • Science 49%

Open source technology for agriculture, farming, and gardening

awesome-lwms • Rank 7.6 • Science 49%

A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

jmastats • Rank 9.9 • Science 46%

Download Weather Data from Japan Meteorological Agency Website

pywaterinfo • Rank 11.3 • Science 44%

Python package to download time series data from waterinfo.be

stationbench • Rank 5.5 • Science 49%

Benchmarking of weather forecasts based on station observations

riem • Rank 17.3 • Science 36%

:airplane: :sunny: R package for accessing ASOS data via the Iowa Environment Mesonet :cloud: :airplane:

PostWRF • Rank 4.2 • Science 49%

Visualization and postprocessing of the WRF and ERA5 data

neuralgcm • Rank 17.1 • Science 36%

Hybrid ML + physics model of the Earth's atmosphere

earth2studio • Rank 8.5 • Science 44%

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

weather-panel.github.io • Rank 6.3 • Science 46%

A practical guide to climate econometrics: Navigating key decision points in weather and climate data analysis.

vlinder • Rank 6.3 • Science 44%

☀️ VLINDER API and dashboard 🌧

graph_weather • Rank 13.7 • Science 36%

Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

iem • Rank 12.6 • Science 36%

Code that makes the Iowa Environmental Mesonet run, or run into the ground.

verif • Rank 11.7 • Science 36%

Graphical tool for creating verification plots of weather forecasts

improver • Rank 9.1 • Science 36%

IMPROVER is a library of algorithms for meteorological post-processing.

farmvibes-ai • Rank 8.8 • Science 36%

FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

weatherwiz • Rank 0.7 • Science 44%

A chatbot for conversational weather forecasts, built with Rasa, Python and love ❤️.

magics • Rank 7.7 • Science 36%

Plotting package to visualise meteorological data in GRIB, NetCDF, BUFR and ODB format.

earth2mip • Rank 7.7 • Science 36%

Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

gempak • Rank 7.4 • Science 36%

Analysis and product generation for meteorological data.

tsgettoolbox • Rank 5.3 • Science 36%

Command line script and Python package to get weather and hydrologic time-series from Internet services.

brightsky • Rank 14.6 • Science 26%

JSON API for DWD's open weather data.

herer • Rank 13.5 • Science 26%

R package that provides an interface to the HERE REST APIs: Geocoder API, Routing API, Traffic API, Public Transit API and Destination Weather API. Locations and routes are returned as 'sf' objects.

weather-tools • Rank 12.8 • Science 26%

Tools to make weather data accessible and useful.

hagelslag • Rank 13.0 • Science 23%

Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability diagrams.

https://github.com/unidata/python-awips • Rank 12.7 • Science 23%

A framework for querying AWIPS meteorological datasets from an EDEX Data Server.

wps • Rank 9.2 • Science 26%

Wildfire Predictive Services to support decision making in prevention, preparedness, response and recovery

weather-stations • Rank 7.0 • Science 26%

A list of public weather stations everyone can edit and share.

eeweather • Rank 6.7 • Science 26%

Fetch NCDC ISD, TMY3, or CZ2010 weather data that corresponds to ZIP Code Tabulation Areas or Latitude/Longitude.

msc-animet • Rank 5.3 • Science 26%

MSC AniMet is a simple tool enabling users to interact with MSC Open Data weather data and create custom weather animations for any area in the world. The resulting animations can be downloaded and shared with a permalink.

gis4wrf • Rank 7.0 • Science 23%

QGIS toolkit 🧰 for pre- and post-processing 🔨, visualizing 🔍, and running simulations 💻 in the Weather Research and Forecasting (WRF) model 🌀

clifro • Rank 5.7 • Science 23%

:warning: ARCHIVED :warning: Easily download and visualise climate data from CliFlo

rwunderground • Rank 17.3 • Science 10%

A simple R package to get historical and forecast weather data

https://github.com/aazuspan/wxee • Rank 13.1 • Science 13%

A Python interface between Earth Engine and xarray for processing time series data

https://github.com/chakravala/geophysics.jl • Rank 2.5 • Science 23%

Planetary science data for atmospheric geophysical models

https://github.com/arcticsnow/climatepy • Rank 1.4 • Science 13%

Collection of tools to perform timeseries analysis on climate data (Observation and Downscaled)

https://github.com/cjabradshaw/anemometer • Rank 0.0 • Science 10%

A handy function to create a simple anemometer plot for anywhere in the world

https://github.com/cemac/wcssp-fortis • Science 10%

ARCHIVED Repository for the WCSSP-FORTIS website - an access portal for the workshop training materials

extractoz • Science 36%

{extractOz}: Get local attribute information from GPS points for Australian agricultural research

open-meteo • Science 67%

Free Weather Forecast API for non-commercial use

climateR • Science 33%

An R 📦 for getting point and gridded climate data by AOI

metpy-cookbook • Science 54%

We provide a gallery of real workflows centered around meteorological data, and the building blocks you need to recreate those workflows or cook up brand new ones yourself.

graphcast • Science 49%

ncei.jl • Science 77%

Interface for the National Centers for Environmental Information (NCEI) API

https://github.com/geoscienceaustralia/nhi-tsed • Science 39%

Extraction and analysis of weather station observations for thunderstorm events

ruvpy • Science 67%

Reference implementation of the Relative Utility Value metric for forecast value assessment

easysnowdata • Science 67%

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.

climate2weather • Science 54%

This code accompanies the manuscript "A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulation"

dataaimsr — Peer-reviewed • Science 93%

dataaimsr: An R Client for the Australian Institute of Marine Science Data Platform API which provides easy access to AIMS Data Platform - Published in JOSS (2021)

rrricanes • Science 36%

Web scraper for Atlantic and east Pacific hurricanes and tropical storms

bomrang — Peer-reviewed • Science 59%

bomrang: Fetch Australian Government Bureau of Meteorology Data in R - Published in JOSS (2017)

solarcal • Science 57%

☀️ Solar calibration of radar data

nasapower — Peer-reviewed • Science 95%

nasapower: A NASA POWER Global Meteorology, Surface Solar Energy and Climatology Data Client for R - Published in JOSS (2018)

WRF • Science 36%

The official repository for the Weather Research and Forecasting (WRF) model

dwd_weather • Science 26%

Deutscher Wetterdienst integration for Home-Assistant