Skip to content
BranchesTags

Folders and files

NameName
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
 
 

Repository files navigation

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

About

Stratospheric water vapor and ozone analysis using Machine Learning models and Explainable AI

Topics

explainable-aimachine-learningozonepythonwater-vapor

Resources

Readme
MIT license
Activity

Stars

3 stars

Watchers

1 watching

Forks

2 forks
Report repository

Releases

Packages

Used by

Contributors

Languages