Codes used in data processing in a study related to manuscript: RoadSurf 1.1: open-source road weather model library
Description
Codes related to manuscript: RoadSurf 1.1: open-source road weather model library
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run_rwm_models.py
-Moves data to right place and calls the program that does the road surface temperatur simulation
config.json
-Configuration file for a program thad does the road surface temperature simulation
get_hourly_rws_obs.py
-reads road weather station observations from smartmetserver and picks nearest values for each full hour.
read_data.py
-contains functions for data reading
rmse_and_bias_persistence.py
-Calculates rmse and bias of road surface temperature simulations and for "same as yesterday" and persistence forecasts
plot_map.py
-plots map with road weather station locations.
plot_example_forecast.py
-plots example forecast generated with RoadSurf library.
plot_verification.py
-plots RMSE and bias of the road surface temperature simulations, "same as yesterday" and persistence forecasts
plot_verification_multi_start.py
-Plots rmse and bias of road surface temperature simulations with different star times
Files
karsisto_manuscript_codes_2023.zip
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