geom_doc module

geom_doc.classify_inventory_rf(earthquake_inventory_features, rainfall_inventory_features, test_inventory_features)

function to predict the trigger of landslides in testing inventory

Parameters:

earthquake_inventory_features (array_like): geometric features of known earthquake inventories landslides
rainfall_inventory_features (array_like): geometric features of known rainfall inventories landslides
test_inventory_features (array_like): geometric features of known testing inventory landslides

Returns:

(array_like) probability of testing inventory landslides belonging to earthquake and rainfall class

geom_doc.get_geometric_properties_landslide(poly_data)

function to calculate the geometric properties of landslide polygon

Parameters:

poly_data: readed landslide inventory shapefile (output of read_shapefile function)

Returns:

(array_like) Geometric features of landslide polygon.

geom_doc.latlon_to_eastnorth(lonlat_polydata)

function to convert the (longitude latitude) coordinates of polygons to (easting, northing) coordinates

Parameters:

Returns:

(array_like) easting and northing coordinates of landslide polygon data when polygon data has longitude latitude coordinates

geom_doc.plot_geometric_results(predict_proba)

function to visualize the trigger prediction of landslides in testing inventory

Parameters:

predict_proba (array_like): probability of each landslide in inventory class belonging to earthquake and rainfall class.

Returns:

Visualization of landslide probabilities belong to earthquake and rainfall class and trigger prediction of entire landslide inventory

geom_doc.read_shapefiles(path_filename)

function to read the shapefile from the local file path of landslide inventory

Parameters:

Returns:

read shapefile from file path