Spatial Modeling of Extreme Events


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Documentation for package ‘SpatialModelsZAMG’ version 1.0.2

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alt.at Altitude data from Austria
border.at Border data from Austria
cond_returnlevels Calculate conditional return levels
cond_returnlevel_map Create conditional return level maps for Austria
cond_returnlevel_plot Create conditional return level plots
conf.int Confidence intervals for GEV and MEV distributions
get_data Exemplary function output from 'get_data_from_Robj'
get_data_from_Robj Extract the snow data from a saved 'robj' file
GEVparameters_from_models Calculate GEV parameters according to given linear models
GEVparameters_map Create GEV parameter maps for Austria
lat.at Latitude data from Austria
lon.at Longitude data from Austria
MEVparameters_from_models Calculate MEV parameters according to given linear models
model_difference_map Create model difference maps for Austria
model_selection Find best linear models according to AIC
model_selection_MEV Find best linear models for MEV distributed data according to AIC
optimizer_biv_ext_gauss_model Optimize the coefficients of the best fitted linear models via bivariate Extremal-Gaussian model
optimizer_biv_ext_t_model Optimize the coefficients of the best fitted linear models via bivariate Extremal-t model
optimizer_biv_hr_model Optimize the coefficients of the best fitted linear models via bivariate Huesler-Reiss model
optimizer_smooth_model Optimize the coefficients of the best fitted linear models via smooth modeling
optimizer_smooth_model_MEV_mle Optimize the coefficients of the best fitted linear MEV models via smooth modeling and maximum likelihood estimation
optimizer_smooth_model_MEV_pwm Optimize the coefficients of the best fitted linear MEV models via smooth modeling and probability weighted moments
optim_hr Exemplary function output from 'optimizer_biv_hr_model'
returnlevels Calculate return levels
returnlevel_map Create return level maps for Austria
returnlevel_plot Create return level plots
sample_grid_data Sample grid data for snow depth and snow water equivalent
sample_snow_data Sample snow data from 36 examplary stations distributed over Austria
sd_GEVparam Exemplary function output from 'GEVparameters_from_models' for sd
sd_m_select Exemplary function output from 'model_selection' for sd
SpatialModelsZAMG Package 'SpatialModelsZAMG'
swe_GEVparam Exemplary function output from 'GEVparameters_from_models' for swe
swe_m_select Exemplary function output from 'model_selection' for swe