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: 5 days ago
JSON representation
-
Radar
-
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
-
Visualization
-
Resources
-
Data Assimilation
- DAPPER
- pyWRFDART
- PSU_WRF_EnKF - Variational Data Assimilation System
Categories
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