car-park

Repository for the project of car park occupancy models in BCN with ATM.

This repository contains the source code and data to reproduce the numerical experiments of the paper:

A Simple and Explainable Model for Park-and-Ride Car Park Occupancy Prediction.
Andreas Kaltenbrunner, Josep Ferrer, David Moreno, Vicenç Gómez,
EPJ Data Sci. 14, 74 (2025). https://doi.org/10.1140/epjds/s13688-025-00588-0

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Name		Name	Last commit message	Last commit date
data		data
matlab		matlab
Cars_per_day.ipynb		Cars_per_day.ipynb
GenerateFigure5_TN_Model_Example.ipynb		GenerateFigure5_TN_Model_Example.ipynb
GenerateFigure6_TNL_Model_Example.ipynb		GenerateFigure6_TNL_Model_Example.ipynb
LICENSE		LICENSE
Normalized_allStations_regressionV2.ipynb		Normalized_allStations_regressionV2.ipynb
Normalized_allStations_regressionV3_Figure15.ipynb		Normalized_allStations_regressionV3_Figure15.ipynb
README.md		README.md
TN_Normalized_Vilanova_V1.ipynb		TN_Normalized_Vilanova_V1.ipynb
TN_Normalized_Vilanova_V2_norm.ipynb		TN_Normalized_Vilanova_V2_norm.ipynb
TN_Normalized_Vilanova_V2_normCDF.ipynb		TN_Normalized_Vilanova_V2_normCDF.ipynb
TN_Normalized_allStations_V2_normCDF.ipynb		TN_Normalized_allStations_V2_normCDF.ipynb
TN_Normalized_allStations_V2_normCDF.py		TN_Normalized_allStations_V2_normCDF.py
TN_Normalized_allStations_V2_normCDF_th.ipynb		TN_Normalized_allStations_V2_normCDF_th.ipynb
TN_Normalized_allStations_V2_normCDF_th_indiv.ipynb		TN_Normalized_allStations_V2_normCDF_th_indiv.ipynb
TN_Normalized_allStations_V2_normCDF_th_opt.ipynb		TN_Normalized_allStations_V2_normCDF_th_opt.ipynb
TN_Normalized_allStations_V2_normCDF_th_opt_beta.py		TN_Normalized_allStations_V2_normCDF_th_opt_beta.py
TN_Normalized_allStations_maxNorm_th_indiv_simplified_load-Figure8.ipynb		TN_Normalized_allStations_maxNorm_th_indiv_simplified_load-Figure8.ipynb
TN_Normalized_allStations_maxNorm_th_indiv_simplified_load.ipynb		TN_Normalized_allStations_maxNorm_th_indiv_simplified_load.ipynb
TN_Normalized_allStations_maxNorm_th_indiv_simplified_load_experiments.ipynb		TN_Normalized_allStations_maxNorm_th_indiv_simplified_load_experiments.ipynb
TN_Normalized_allStations_max_normCDF_th_indiv.ipynb		TN_Normalized_allStations_max_normCDF_th_indiv.ipynb
TN_Normalized_allStations_max_normCDF_th_indiv.py		TN_Normalized_allStations_max_normCDF_th_indiv.py
TN_Normalized_allStations_max_normCDF_th_indiv_load.py		TN_Normalized_allStations_max_normCDF_th_indiv_load.py
TN_Normalized_allStations_simplified-Figure7.ipynb		TN_Normalized_allStations_simplified-Figure7.ipynb
TN_Normalized_allStations_simplified.ipynb		TN_Normalized_allStations_simplified.ipynb
TN_Normalized_allStations_simplified_load.ipynb		TN_Normalized_allStations_simplified_load.ipynb
TN_Normalized_allStations_simplified_loadFigure5.ipynb		TN_Normalized_allStations_simplified_loadFigure5.ipynb
WSIPT_Normalized_4camins_V10.ipynb		WSIPT_Normalized_4camins_V10.ipynb
WSIPT_Normalized_Granollers_V10.ipynb		WSIPT_Normalized_Granollers_V10.ipynb
WSIPT_Normalized_Vilanova_V10.ipynb		WSIPT_Normalized_Vilanova_V10.ipynb
car_park_functions.py		car_park_functions.py
compare_TH_noTH_violin.ipynb		compare_TH_noTH_violin.ipynb
compare_TH_noTH_violinReg.ipynb		compare_TH_noTH_violinReg.ipynb
compare_th_noth_violin.py		compare_th_noth_violin.py
errorplots.ipynb		errorplots.ipynb
errorplotsNowCasting.ipynb		errorplotsNowCasting.ipynb
main.py		main.py
makeTable_parameters.ipynb		makeTable_parameters.ipynb
plot_parametersNoTH.ipynb		plot_parametersNoTH.ipynb
preprocessCarParks.py		preprocessCarParks.py

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