Analyze

Create exposure table for a country

scripts.analyze.exposure(country, include_storms=True, parallel=True, save=True)

Creation of exposure table of the specified country.

Arguments:

country (string) – ISO2 code of country to consider.

include_storms (bool) – if set to False, it will only return a list of buildings and their characteristics (default: True).

parallel (bool) – calculates all regions within a country parallel. Set to False if you have little capacity on the machine (default: True).

save (bool) – boolean to decide whether you want to save the output to a csv file (default: True).

Returns:

GeoDataframe – Geopandas dataframe with all buildings of the country and potential exposure to wind

Estimate all losses for a country

scripts.analyze.losses(country, parallel=True, event_set=False, save=True)

Creation of exposure table of the specified country

Arguments:

country (string) – ISO2 code of country to consider.

parallel (bool) – calculates all regions within a country parallel. Set to False if you have little capacity on the machine (default: True).

event_set (bool) – if set to True, we will calculate the losses for the event set instead of the historical storms (default: True).

save (bool) – boolean to decide whether you want to save the output to a csv file (default: True).

Returns:

GeoDataframe – Geopandas dataframe with all buildings of the country and their losses for each wind storm.

Estimate risk per country

scripts.analyze.risk(country, save=True, parallel=True)

Estimate risk based on event set

Arguments:

country (string) – ISO2 code of country to consider.

path_to_eventset (string) – the location of the event set in the data directory

save (bool) – boolean to decide whether you want to save the output to a csv file (default: True).

parallel (bool) – calculates all regions within a country parallel. Set to False if you have little capacity on the machine (default: True).

Create exposure table for all countries

scripts.analyze.all_countries_exposure()

Function to estimate the exposure for all countries consecutively.

Estimate losses for all countries

scripts.analyze.all_countries_losses()

Function to estimate the losses for all countries consecutively.

Estimate risk for all countries

scripts.analyze.all_countries_risk()

Function to estimate the risk for all countries consecutively.