Set of Common Tools for Forecast Verification


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Documentation for package ‘s2dverification’ version 2.5.0

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s2dverification-package Set of Common Tools for Forecast Verification
ACC Computes Anomaly Correlation Coefficient (Spatial Correlation)
Alpha Estimates AutoCorrelation At Lag 1 following Guemas et al, BAMS, 2013b
Ano Computes Forecast or Observed Anomalies
Ano_CrossValid Computes Anomalies In Cross-Validation Mode
Clim Computes Per-pair/Kharin/Fuckar Climatologies
clim.colors Generate Climate Color Bar
ColorBar Draws 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
Consist_Trend Computes Trends Using Only Model Data For Which Observations Are Available
Corr Computes Correlation Skill Measure (Temporal Correlation Along Start Dates)
CRPS Compute Continuous Ranked Probability Score (CRPS) For Ensemble Forecasts
Enlarge Extends The Number Of Dimensions of A Matrix
Eno Computes Effective Sample Size With Classical Method
EnoNew Computes Effective Sample Size Following Guemas et al, BAMS, 2013b
Filter Filter Frequency Peaks From An Array
FitAcfCoef Fits an AR1 AutoCorrelation Function Using the Cardano Formula
FitAutocor Fits an AR1 Autocorrelation Function Using Dichotomy
GenSeries Generates An AR1 Time Series
Histo2Hindcast Chunks Long Simulations For Comparison With Hindcasts
IniListDims Creates A List Of Integer Ranges
InsertDim Adds A Dimension To A Matrix
LeapYear Checks Whether A Year Is Leap Year
Load Loads Experimental And Observational Data
Mean1Dim Averages A Matrix Along A Dimension
MeanListDim Averages A Matrix Along Various Dimensions
Plot2VarsVsLTime Plot Two Scores With Confidence Intervals In A Common Plot
PlotACC Plot Plumes/Timeseries Of Anomaly Correlation Coefficients
PlotAno Plot Raw Or Smoothed Anomalies
PlotClim Plots Climatologies
PlotEquiMap Maps A Two-Dimensional Variable On A Cylindrical Equidistant Projection
PlotSection Plots A Vertical Section
PlotStereoMap Maps A Two-Dimensional Variable On A Polar Stereographic Projection
PlotVsLTime Plots A Score Along The Forecast Time With Its Confidence Interval
ProbBins Computes probabilistic information of a forecast relative to a threshold or a quantile.
RatioRMS Computes The Ratio Between The RMSE Scores of 2 Experiments.
RatioSDRMS Computes The Ratio Between the Ensemble Spread and the RMSE of the Ensemble Mean
Regression Computes The Regression Of A Matrix On Another Along A Dimension
RMS Computes Root Mean Square Error Skill Measure
RMSSS Computes Root Mean Square Skill Score
s2dverification Set of Common Tools for Forecast Verification
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 Computes Seasonal Means
SelIndices Slices A Matrix Along A Dimension
Smoothing Smoothes A Matrix Along A Dimension
Spectrum Estimates Frequency Spectrum
Spread Computes InterQuartile Range, Maximum-Minimum, Standard Deviation and Median Absolute Deviation of the Ensemble Members
Trend Computes Trends