GitHub - ZiskinZiv/Stratospheric_water_vapor_ML: Stratospheric water vapor and ozone analysis using Machine Learning models and Explainable AI

Stratospheric water vapor reconsturction tools using ML methods

This repository is used mainly to reconstruct and analyze the Stratospheric water vapor using traditional Multiple Linear Regression (MLR) and various more non-linear Machine Learning (ML) models.

License

This project is licensed under the MIT License - see the LICENSE file for details

Authors

Shlomi Ziskin Ziv - [email protected]

Name		Name	Last commit message	Last commit date
Latest commit History 315 Commits
Figures		Figures
gis		gis
regressors		regressors
.gitignore		.gitignore
L137_model_levels_1976_climate.txt		L137_model_levels_1976_climate.txt
LICENSE.md		LICENSE.md
ML_OOP_stratosphere_gases.py		ML_OOP_stratosphere_gases.py
MRI_analysis.py		MRI_analysis.py
README.md		README.md
aux_functions_strat.py		aux_functions_strat.py
cold_point_calc.py		cold_point_calc.py
era5_postp.py		era5_postp.py
era5_tools.py		era5_tools.py
h2o_all_timeseries_for_corr.dat		h2o_all_timeseries_for_corr.dat
igra2-station-list.txt		igra2-station-list.txt
igra_eq_stations.txt		igra_eq_stations.txt
make_regressors.py		make_regressors.py
merra_concat_script.py		merra_concat_script.py
pollution_index.py		pollution_index.py
randel_test.py		randel_test.py
siphon_script.py		siphon_script.py
sounding_script.py		sounding_script.py
strat_paths.py		strat_paths.py
strato_figures.py		strato_figures.py
strato_gases_ML_script.py		strato_gases_ML_script.py
strato_gases_simple_ML.py		strato_gases_simple_ML.py
strato_soundings.py		strato_soundings.py
swoosh.py		swoosh.py

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ZiskinZiv/Stratospheric_water_vapor_ML

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Stratospheric water vapor reconsturction tools using ML methods

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