Visualizing climate4R data and Communicating Uncertainty in Seasonal Climate Prediction

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Documentation for package ‘visualizeR’ version 1.6.0

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AR5regions AR5 regions from the IPCC 5th Assessment Report.
AR6_WGI_AtlasSynthesisRegions AR6 WGI synthesis regions from the Atlas chapter of the IPCC 6th Assessment Report (land).
as.MrEnsemble Convert a gridded data set with more than one member to a S4 class.
as.MrGrid Convert a gridded data set with just one ensemble member to a S4 class.
as.MrStation Convert station data to a S4 class.
bubblePlot Bubble plot for visualization of forecast skill of seasonal climate predictions.
cascadePlot Cascade plot to visualize the climate change modelling uncertainty cascade.
climagram Implementation of the so-called "climagrams" for seasonal forecasts
convertIntoS4 Convert a dataset to a S4 class.
densityPlot Density plots for climatological series
detrend.data Detrend data from a S4 object
map.hatching Map hatching
map.lines Add lines and polygons to climatological maps
map.stippling Climatological map stippling
MrQuantile Get quantiles from a S4 object
nboxplot.stats boxplot.stats with set probs
plotEOF Plot EOFs
PRUDENCEregions PRUDENCE regions.
QuantileProbs Get exceedance probabilities from a S4 object
regions World regions.
reliabilityCategories Reliability categories of a probabilistic forecast.
rocss.fun Compute the ROC Area Skill Score and the significance of the Area under the Curve
seasMean Get the seasonal mean from a S4 object
skillMap A wrapper of 'spatialPlot' for the creation of verification maps for seasonal forecast systems
spatialMean Get the spatial mean from a S4 object
spatialPlot Lattice plot methods for climatological grids
spreadPlot Box plot for visualization of forecast skill of seasonal climate predictions.
tas.cfs NCEP CFSv2 hindcast of DJF mean temperature for the entire globe.
tas.cfs.operative.2016 CFSv2 operative seasonal forecast of global DJF mean temperature (2016)
tas.cfs.operative.2017 CFSv2 operative seasonal forecast of global DJF mean temperature (2017)
tas.ncep NCEP/NCAR reanalysis DJF mean temperature for the entire globe
temporalPlot Lattice plot methods for climatological series
tercileBarplot Tercile bar plot for visualization of forecast skill of seasonal climate predictions.
tercileMap Tercile map for visualization of forecast skill of seasonal climate predictions.
tercilePlot Tercile plot for visualization of forecast skill of seasonal climate predictions.
violinPlot Lattice plot methods for climatological series