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awesome-atmos

A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning
https://github.com/MeteoAI/awesome-atmos

Last synced: 3 days ago
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Radar
- wradlib
- PyART
- ARTView
- PyCINRAD
- pyrad - time data processing framework developed by MeteoSwiss.
- PyCWR
- SingleDop
Numerical Model
- wrf-python
- salem - processing, including WRF pre/post processing
- esmlab - model analyses with xarray.
- CAMxtools
- geos2cmaq - Chem results to CMAQ boundary condition
- ingest_cm1
- CESM_postprocessing - processing code, documentation and issues tracking.
- SuPy - enhanced urban climate model with [SUEWS](https://github.com/Urban-Meteorology-Reading/SUEWS) as its computation core.
- xskillscore
- pysplit
- MET
- MONET
Satellite
- PyCAMA - 5P Level2 product
- pyresample
- satpy
- pys5p - 5P Level1B product
- TorchSat - source deep learning framework for satellite imagery analysis based on PyTorch.
Calculating Index
- Metpy
- Sharppy
- atmos
- GeoCAT-comp - comp is the computational component of the GeoCAT project. GeoCAT-comp wraps NCL's non-WRF Fortran routines into Python.
Data Processing/Anslysis
- siphon
- iris - memory manipulation of labeled arrays supported by the UK Met office
- Pandas
- climlab - oriented climate modeling
- CDMS - oriented data management system for multidimensional, gridded data used in climate analysis and simulation
- statsmodels
- Pysteps - source Python library for probabilistic precipitation nowcasting
- cfgrib
- h5netcdf
- PseudoNetcdf
- netcdf4-python
- PyNio - format data I/O package with a NetCDF-style interface
- xESMF
- esmlab-regrid
- geopandas
- PySAL
- cdat
- aospy
- eof2
- QGIS
Machine Learning
- IDEA Lab - impact real-world applications
- sklearn
Visualization
- Basemap
- Cartopy
Resources
- pangeo
- ECCO - ice state estimate tutorial.
- NMC-WFT
Data Assimilation
- DAPPER
- pyWRFDART
- PSU_WRF_EnKF - Variational Data Assimilation System

Programming Languages

Python 27 Fortran 3 Jupyter Notebook 1 C 1 Cython 1 C++ 1 NCL 1 FORTRAN 1

Categories

Data Processing/Anslysis 20 Numerical Model 12 Radar 7 Satellite 5 Calculating Index 4 Resources 3 Data Assimilation 3 Machine Learning 2 Visualization 2

Sub Categories

Keywords

python 12 xarray 3 meteorology 3 weather-radars 3 netcdf 3 dask 2 satellite 2 closember 2 geospatial 2 data-visualization 2 kalman 1 kalman-filtering 1 particle-filter 1 state-estimation 1 pyart 1 radar-processing 1 matplotlib 1 radar 1 data-quality-monitoring 1 meteoswiss 1 cesm 1 parallel 1 climate-model 1 land-surface-modeling 1 science-research 1 urban-climate-model 1 air 1 arl 1 cmaq 1 noaa 1 quality 1 verification 1 visualization 1 bayesian-filter 1 bayesian-methods 1 chaos 1 data-assimilation 1 enkf 1 ncl 1 grib 1 h5py 1 hdf5 1 netcdf4 1 earth-science 1 esmf 1 esmpy 1 interpolation 1 regridding 1 remapping 1 earth-system-informatics 1