leafletClimex: Leaflet interface in the 'climex' app

In theGreatWhiteShark/climexUI: Shiny-based User Interface to Analyse Large Amounts of Station Data Using The Climex Package

Description

Leaflet interface to select stations or visualize spacial information.

Usage

leafletClimex(input, output, session, reactive.chosen, buttonMinMax,
  radioEvdStatistics, sliderYears, reactive.extreme, reactive.fitting,
  sliderThreshold, fit.interactive, cleaning.interactive,
  deseasonalize.interactive, extremes.interactive, selectDataSource,
  checkboxIncompleteYears, checkboxDecluster, selectDeseasonalize,
  sliderBlockLength, selectDataBase, climex.environment)

Arguments

input	Namespace input. For more details check out http://shiny.rstudio.com/articles/modules.html
output	Namespace output.
session	Namespace session.
reactive.chosen	Reactive value containing a list of the list of all provided stations and a data.frame containing the meta data.
buttonMinMax	Character (radio) input determining whether the GEV/GP distribution shall be fitted to the smallest or biggest values. Choices: c( "Max", "Min ), default = "Max".
radioEvdStatistics	Character (radio) input determining whether the GEV or GP distribution shall be fitted to the data. Choices: c( "GEV", "GP" ), default = "GEV".
sliderYears	Numerical (slider) input to determine the minimal length (in years) of the time series to be displayed. Minimal value is 0 and maximal is 155, the default value is 65 and the step width is 1.
reactive.extreme	Reactive value returning a list containing three elements: 1. the blocked time series, 2. the deseasonalized time series, and 3. the pure time series.
reactive.fitting	Reactive value containing the results of the fit (fit.gev or fit.gpd depending on radioEvdStatistic) to the blocked time series in in the first element of the list returned by data.extremes.
sliderThreshold	Numerical (slider) input determining the threshold used within the GP fit and the extraction of the extreme events. Boundaries: minimal and maximal value of the deseasonalized time series (rounded). Default: 0.8* the upper end point.
fit.interactive	Function used to perform the actual GEV/GP fit. fit.interactive
cleaning.interactive	Function used to remove incomplete years from blocked time series or to remove clusters from data above a certain threshold. cleaning.interactive
deseasonalize.interactive	Function used to remove seasonality from a given time series. deseasonalize.interactive
extremes.interactive	Function used to split a time series into blocks of equal lengths and to just extract their maximal values or to extract all data points above a certain threshold value. Which option is chosen depends of the radioEvdStatistic. See extremes.interactive.
selectDataSource	Menu output in the sidebar. Since this function should only be triggered when selectDataBase equals "Input", this input will be a character string describing the selected station's name.
checkboxIncompleteYears	Logical (checkbox) input determining whether to remove all incomplete years of a time series. This box will be only available if radioEvdStatistics equals "GEV" and else will be NULL.
checkboxDecluster	Logical (checkbox) input determining whether to remove all clusters in a time series and replace them by their maximal value. This box will be only available if radioEvdStatistics equals "GP" and else will be NULL.
selectDeseasonalize	Character (select) input determining which deseasonalization method should be used to remove the short-range correlations from the provided time series. deseasonalizeSelectionInput
sliderBlockLength	Numerical (slider) input determining the block length used in the GEV flavor of extreme value theory. On default it is set to one year.
selectDataBase	Character (select) input to determine the data source. It is either of one of the names of the provided list in the list.data.sources argument of the climex function or Artificial data. In case of the latter choice, the function data.selection will provide a reactive object containing random numbers drawn from the distribution specified using radioEvdStatistics. Default = a random element of the provided input.
climex.environment	Environment containing the global variables used within the climex app. Namely the last values displayed in the table and the lists containing the station data.

Details

This module provides an interactive map to display the locations of the individual stations. The user can choose individual stations by clicking at them. In addition a dialog will pop up telling the stations name, the length of the time series, and the 20, 50, and 100 year return level calculated with the setting in the basic map without station positions select only those stations in Germany with a certain minimum number of years.

Value

Reactive value holding the selected station.

Author(s)

Philipp Mueller

See Also

Other leaflet: data.chosen, leafletClimexUI

theGreatWhiteShark/climexUI documentation built on May 22, 2019, 2:25 p.m.