A Set of Common Tools for Seasonal to Decadal Verification

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Documentation for package ‘s2dv’ version 0.0.1

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AnimateMap Animate Maps of Forecast/Observed Values or Scores Over Forecast Time
Clim Compute Bias Corrected Climatologies
clim.colors Generate Climate Color Palettes
clim.palette Generate Climate Color Palettes
ColorBar Draws a Color Bar
ConfigAddEntry Add, Remove Or Edit Entries In The Configuration
ConfigApplyMatchingEntries Apply Matching Entries To Dataset Name And Variable Name To Find Related Info
ConfigEditDefinition Add Modify Or Remove Variable Definitions In Configuration
ConfigEditEntry Add, Remove Or Edit Entries In The Configuration
ConfigFileCreate Functions To Create Open And Save Configuration File
ConfigFileOpen Functions To Create Open And Save Configuration File
ConfigFileSave Functions To Create Open And Save Configuration File
ConfigRemoveDefinition Add Modify Or Remove Variable Definitions In Configuration
ConfigRemoveEntry Add, Remove Or Edit Entries In The Configuration
ConfigShowDefinitions Show Configuration Tables And Definitions
ConfigShowSimilarEntries Find Similar Entries In Tables Of Datasets
ConfigShowTable Show Configuration Tables And Definitions
Corr Compute the correlation coefficient between an array of forecast and their corresponding observation
Eno Compute effective sample size with classical method
InsertDim Add a named dimension to an array
LeapYear Checks Whether A Year Is Leap Year
Load Loads Experimental And Observational Data
MeanDims Average an array along multiple dimensions
PlotClim Plots Climatologies
PlotEquiMap Maps A Two-Dimensional Variable On A Cylindrical Equidistant Projection
PlotLayout Arrange and Fill Multi-Pannel Layouts With Optional Colour Bar
PlotMatrix Function to convert any numerical table to a grid of coloured squares.
PlotSection Plots A Vertical Section
PlotStereoMap Maps A Two-Dimensional Variable On A Polar Stereographic Projection
Regression Compute the regression of an array on another along one dimension.
Reorder Reorder the dimension of an array
RMS Compute root mean square error
RMSSS Compute root mean square error skill score
sampleDepthData Sample of Experimental Data for Forecast Verification In Function Of Latitudes And Depths
sampleMap Sample Of Observational And Experimental Data For Forecast Verification In Function Of Longitudes And Latitudes
sampleTimeSeries Sample Of Observational And Experimental Data For Forecast Verification As Area Averages
Season Compute seasonal mean
ToyModel Synthetic forecast generator imitating seasonal to decadal forecasts. The components of a forecast: (1) predictabiltiy (2) forecast error (3) non-stationarity and (4) ensemble generation. The forecast can be computed for real observations or observations generated artifically.
Trend Compute the trend