utopia.results_processing.process_results

Classes

ResultsProcessor

Provides functionalities for restructuring, analysing and plotting the UTOPIA model results.

Module Contents

class utopia.results_processing.process_results.ResultsProcessor(model)[source]

Provides functionalities for restructuring, analysing and plotting the UTOPIA model results.

processed_results

model

R

Results_extended = None

process_results()[source]: Reformat results dataframe for easier analysis by specifying size fractions, MP forms and compartments and deriving mass and number fractions, input and outup flows.

addFlows_to_results_df(Results_extended)[source]: Calculate inflows and outflows (mass and number) and update Results_extended.

plot_fractionDistribution_heatmaps(fraction)[source]: Plots the mass and number fractions after they have been extracted to the Results_extended df.

generate_flows_dict()[source]

estimate_flows()[source]

extract_results_by_compartment()[source]

create_rateConstants_table()[source]

plot_rateConstants()[source]

plot_compartment_distribution(mass_or_number)[source]: Bar chart plot of the mass or particle number distribution of particles by compartment.

process_all()[source]: Runs all processing steps in order automatically and stores the results in the processed_results dictionary of the the class.

estimate_exposure_indicators()[source]: Estimate overall size dependent exposure indicators

estimate_emission_fractions()[source]: Estimate mass emission fractions: - Environmentally Dispersed Fraction (ϕ1): quantifies the relative extent to which the pollutants (MPs) can reach remote regions. - Remotely transferred fraction of mass (ϕ2) expresses the relative extent to which the MPs are (net) transferred to the target remote compartment following environmental dispersion to the remote region.