Package index • MultiHazard

All functions

Annual_Max(): Generate annual maximum series

bootstrap_block(): Implements a block bootstrap

bootstrap_month(): Implements a monthly bootstrap

Conditional_RP_2D(): Calculates joint and conditional return periods

Conditional_RP_2D_Equal(): Calculates joint and conditional return periods

Con_Sampling_2D(): Conditionally sampling a two-dimensional dataset

Con_Sampling_2D_Lag(): Conditionally sampling a two dimensional dataset

Cooley19(): Derives bivariate isolines using the non-parametric approach of Cooley et al. (2019).

Copula_Threshold_2D(): Copula Selection With threshold 2D - Fit

Copula_Threshold_2D_Lag(): Copula Selection With threshold 2D - Fit

Dataframe_Combine(): Creates a data frame containing up to five time series

Decluster(): Declusters a time series

Decluster_SW(): Declusters a time series using a storm window approach

Decluster_S_SW(): Declusters a Summed time series using a moving (Storm) Window approach

Design_Event_2D(): Derives a single or ensemble of bivariate design events

Design_Event_2D_Grid(): Derives a single or ensemble of bivariate design events

Design_Event_2D_Multi_Pop(): Derives a single or ensemble of bivariate design events

Detrend(): Detrends a time series.

Diag_Non_Con(): Goodness of fit of non-extreme marginal distributions

Diag_Non_Con_Sel(): Demonstrate the goodness of fit of the selected non-extreme marginal distribution

Diag_Non_Con_Trunc(): Goodness of fit of non-extreme marginal distributions

Diag_Non_Con_Trunc_Sel(): Goodness of fit of the selected non-extreme marginal distribution

GPD_Fit(): Fits a single generalized Pareto distribution - Fit

GPD_Parameter_Stability_Plot(): GPD parameter stability plots

GPD_Threshold_Solari(): Solari et al (2017) automatic GPD threshold selection

GPD_Threshold_Solari_Sel(): Goodness-of-fit for the GPD

G_3355: Groundwater Levels at Well G-3355

G_3356: Groundwater Levels at Well G-3356

G_580A: Groundwater Levels at Well G-580A

G_860: Groundwater Levels at Well G-860

HT04(): Fits and simulates from the conditional multivariate approach of Heffernan and Tawn (2004)

HT04_Lag(): Implements the version of the conditional multivariate approach of Heffernan and Tawn (2004) proposed in Keef et al. (2013) which incorporates lags between the variables.

HURDAT(): HURDAT

HURDAT2: Atlantic hurricane database (HURricane DATa 2nd generation) - HURDAT2)

Imputation(): Imputing missing values through linear regression

Intensity(): Intensity

inverse_pit_gpd(): Inverse PIT GPD

Joint_RP_2D(): Calculates joint return periods

Kendall_Lag(): Kendall's tau correlation coefficient between pairs of variables over a range of lags

Mean_Excess_Plot(): Mean excess plot - GPD threshold selection

Miami_Airport_df: Rainfall Totals at Miami International Airport

Migpd_Fit(): Fits Multiple independent generalized Pareto models - Fit

NOAAetal2012: 2012 NOAA Sea Level Rise Projections for Miami Beach

NOAAetal2017: 2017 NOAA Sea Level Rise Projections for Miami Beach

NOAAetal2022: 2022 NOAA Global and Regional Sea Level Rise Scenarios for the United States

NOAA_SLR(): NOAA sea-level rise scenarios

OsWL_Intensity(): Ocean-side Water Level Intensity

Perrine_df: Rainfall Totals at Perrine, FL.

PVAL_AU2_LMOM_1: Automatic Peaks Over Threshold (POT) Threshold Selection

PVAL_AU2_LMOM_2: Automatic Peaks Over Threshold (POT) Threshold Selection

PVAL_AU2_LMOM_3: Automatic Peaks Over Threshold (POT) Threshold Selection

PVAL_AU2_LMOM_4: Automatic Peaks Over Threshold (POT) Threshold Selection

return_curve_diag(): Evaluates the goodness of fit of the return curve estimates

return_curve_est(): Derives return curves that capture uncertainty

S13.Detrend.df: Measurement from Control Structure S-13

S13_Rainfall: Rainfall Totals at S-13

S20.Detrend.Declustered.df: Declustered Time Series for Case Study Site S-20 in Jane et al. (2020)

S20.Detrend.df: Time Series for Case Study Site S-20 in Jane et al. (2020)

S20_T_MAX_Daily_Completed_Detrend_Declustered: Declustered Time Series of the Ocean-side Water Level at control structure S-20

S22.Detrend.Declustered.df: Declustered Time Series for Case Study Site S-22 in Jane et al. (2020)

S22.Detrend.df: Time Series for Case Study Site S-22 in Jane et al. (2020)

S22_T_MAX_Daily_Completed_Detrend: Time Series of the Ocean-side Water Level at control structure S-22

SLR_Scenarios(): Sea level rise scenarios

sl_taskforce_scenarios_psmsl_id_1106_Fort_Myers: Sea Level Projections for Fort Myers

Standard_Copula_Fit(): Fit an Archimedean/elliptic copula model - Fit

Standard_Copula_Sel(): Selecting best fitting standard (elliptical and Archimedean) copula

Standard_Copula_Sim(): Archimedean/elliptic copula model - Simulation

Surge_Criterion(): Surge identification criterion

Time_Series_Plot(): Rainfall and O-sWL time series plots

USACE2013: USACE Sea Level Projections for Virginia Key

U_Sample(): Implements (unconditional) bootstrap procedure in Serinaldi and Kilsby (2013)

Vine_Copula_Fit(): C and D-vine Copula - Fitting

Vine_Copula_Sim(): C and D-vine Copula - Simulation

WL_Curve(): Derive water level curves