# A Set of Common Tools for Seasonal to Decadal Verification

## Documentation for package ‘s2dv’ version 0.1.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

AMV | Compute the Atlantic Multidecadal Variability (AMV) index
AnimateMap | Animate Maps of Forecast/Observed Values or Scores Over Forecast Time
Ano | Compute forecast or observation anomalies
Clim | Compute Bias Corrected Climatologies
clim.colors | Generate Climate Color Palettes
clim.palette | Generate Climate Color Palettes
ColorBar | Draws a Color Bar
Composite | Compute composites
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
GMST | Compute the Global Mean Surface Temperature (GMST) anomalies
GSAT | Compute the Global Surface Air Temperature (GSAT) anomalies
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
Persistence | Compute persistence
PlotAno | Plot Anomaly time series
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
RandomWalkTest | Random walk test for skill differences
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
Smoothing | Smooth an array along one dimension
SPOD | Compute the South Pacific Ocean Dipole (SPOD) index
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.
TPI | Compute the Tripole Index (TPI) for the Interdecadal Pacific Oscillation (IPO)
Trend | Compute the trend