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 |