Commit 43a65eab authored by Oscar Corvi's avatar Oscar Corvi
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simpler_model.ipynb : modified the time serie plot (moving average of 3 days),...

simpler_model.ipynb : modified the time serie plot (moving average of 3 days), added RVE and MAE as metrics, created pandas data frame out of it and export them as tex tables, modify remku command to account for tex files
parent 4ee49686
Pipeline #230655 passed with stage
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...@@ -20,4 +20,4 @@ renku run papermill notebooks/Finished_project/location_stress_factor/location_s ...@@ -20,4 +20,4 @@ renku run papermill notebooks/Finished_project/location_stress_factor/location_s
renku run papermill notebooks/Finished_project/meaning_stress_factor/meaning_stress_factor.ipynb notebooks/Finished_project/meaning_stress_factor/meaning_stress_factor.ran.ipynb -p path_variable notebooks/theory/pyFile_storage/theory_variable.py -p path_equation notebooks/theory/pyFile_storage/theory_equation.py -p path_analysis_functions notebooks/theory/pyFile_storage/analysis_functions.py -p path_data data/eddycovdata/ -p dates_fPAR data/fpar_howard_spring/dates_v5 -p stress_factor_reconstruct notebooks/Finished_project/meaning_stress_factor/stress_factor_reconstruct.png -p constant_VS_fPAR notebooks/Finished_project/meaning_stress_factor/constant_VS_fPAR.png -p complete_VS_incomplete notebooks/Finished_project/meaning_stress_factor/complete_VS_incomplete.png renku run papermill notebooks/Finished_project/meaning_stress_factor/meaning_stress_factor.ipynb notebooks/Finished_project/meaning_stress_factor/meaning_stress_factor.ran.ipynb -p path_variable notebooks/theory/pyFile_storage/theory_variable.py -p path_equation notebooks/theory/pyFile_storage/theory_equation.py -p path_analysis_functions notebooks/theory/pyFile_storage/analysis_functions.py -p path_data data/eddycovdata/ -p dates_fPAR data/fpar_howard_spring/dates_v5 -p stress_factor_reconstruct notebooks/Finished_project/meaning_stress_factor/stress_factor_reconstruct.png -p constant_VS_fPAR notebooks/Finished_project/meaning_stress_factor/constant_VS_fPAR.png -p complete_VS_incomplete notebooks/Finished_project/meaning_stress_factor/complete_VS_incomplete.png
renku run papermill notebooks/Finished_project/simpler_model/simpler_model.ipynb notebooks/Finished_project/simpler_model/simpler_model.ran.ipynb -p path_variable notebooks/theory/pyFile_storage/theory_variable.py -p path_equation notebooks/theory/pyFile_storage/theory_equation.py -p path_analysis_functions notebooks/theory/pyFile_storage/analysis_functions.py -p path_data data/eddycovdata/ -p dates_fPAR data/fpar_howard_spring/dates_v5 -p timeSerie_oneSite_oneYear notebooks/Finished_project/simpler_model/timeSerie_oneSite_oneYear.png -p inverseModelling notebooks/Finished_project/simpler_model/inverseModelling.png -p Influence_atmo_E_dry notebooks/Finished_project/simpler_model/Influence_atmo_E_dry.png -p Influence_atmo_E_wet notebooks/Finished_project/simpler_model/Influence_atmo_E_wet.png -p Influence_atmo_rel_dry notebooks/Finished_project/simpler_model/Influence_atmo_rel_dry.png -p Influence_atmo_rel_wet notebooks/Finished_project/simpler_model/Influence_atmo_rel_wet.png -p sensitivity_parameters notebooks/Finished_project/simpler_model/sensitivity_parameters.png -p statistical_assessment notebooks/Finished_project/simpler_model/statistical_assessment.png -p different_sites notebooks/Finished_project/simpler_model/different_sites.png renku run papermill notebooks/Finished_project/simpler_model/simpler_model.ipynb notebooks/Finished_project/simpler_model/simpler_model.ran.ipynb -p path_variable notebooks/theory/pyFile_storage/theory_variable.py -p path_equation notebooks/theory/pyFile_storage/theory_equation.py -p path_analysis_functions notebooks/theory/pyFile_storage/analysis_functions.py -p path_data data/eddycovdata/ -p dates_fPAR data/fpar_howard_spring/dates_v5 -p timeSerie_oneSite_oneYear notebooks/Finished_project/simpler_model/timeSerie_oneSite_oneYear.png -p inverseModelling notebooks/Finished_project/simpler_model/inverseModelling.png -p Influence_atmo_E_dry notebooks/Finished_project/simpler_model/Influence_atmo_E_dry.png -p Influence_atmo_E_wet notebooks/Finished_project/simpler_model/Influence_atmo_E_wet.png -p Influence_atmo_rel_dry notebooks/Finished_project/simpler_model/Influence_atmo_rel_dry.png -p Influence_atmo_rel_wet notebooks/Finished_project/simpler_model/Influence_atmo_rel_wet.png -p sensitivity_parameters notebooks/Finished_project/simpler_model/sensitivity_parameters.png -p statistical_assessment notebooks/Finished_project/simpler_model/statistical_assessment.png -p different_sites notebooks/Finished_project/simpler_model/different_sites.png -p tex_file_whole notebooks/Finished_project/simpler_model/latex_files/whole_year.tex -p tex_file_dry notebooks/Finished_project/simpler_model/latex_files/dry_season.tex -p tex_file_wet notebooks/Finished_project/simpler_model/latex_files/wet_season.tex
\ No newline at end of file \ No newline at end of file
\begin{tabular}{lrrrrrrrr}
\toprule
{} & Varying\_gS & Constant\_gS & Mod\_var\_gS & Mod\_cst\_gS & fPAR\_PM & PT\_model & Bench\_PM & Bench\_PT \\
\midrule
RMSE & 0.867409 & 0.924532 & 0.931554 & 1.038747 & 1.789343 & 0.899593 & 3.849381 & 1.845079 \\
NS & 0.709874 & 0.670403 & 0.665378 & 0.583937 & -0.234599 & 0.687945 & -4.713745 & -0.312710 \\
RVE & 0.024020 & -0.002139 & 0.013361 & 0.024325 & -0.270482 & 0.021555 & -0.801912 & -0.364515 \\
MAE & 0.614918 & 0.692477 & 0.676997 & 0.799959 & 1.406583 & 0.619385 & 3.199727 & 1.600261 \\
\bottomrule
\end{tabular}
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