Climate data validation in the framework of the COST action VALUE


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Documentation for package ‘VALUE’ version 2.2.2

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aggregateVALUE Aggregation of value objects along selected dimensions
corrMat.VALUE Correlation matrix for paper Figures 4 and 5 on spatial validation
deseason.VALUE Remove seasonal cycle
index.amountFreqGE Amount from events above threshold
index.amountFreqGT Amount from events above threshold
index.annual.cycle Annual cycle statistics
index.freq Relative/Absolute frequencies w.r.t. user-defined thresholds
index.freqDD Dry-dry probability
index.freqDW Dry-wet probability
index.freqWD Wet-dry probability
index.freqWW Wet-wet probability
index.mean Arithmetic mean
index.meanGE Arithmetic mean of days equal or above threshold
index.rv Return Value
index.skew Skewness
index.spatial.cor Pairwise Spatial Correlation
index.spatial.laggedCrosCor Lagged Spatiotemporal Cross-Correlations
index.spell.mean Spell length mean
index.spell.prcXXth Spell length percentiles
index.spellmax.annual.prcXXth Annual spell length percentiles
index.sum Sum
index.var Variance
index.wetAmount.prcXXth Total amount of precipitation of wet days above percentile
jointProbMat.VALUE Joint probability analysis
loadStationPredictions Load VALUE predictions data
loadValueStations Load VALUE station data
measure.bias Bias
measure.bias.circ Circular bias
measure.bias.rel Relative bias
measure.bs Brier score
measure.cm Cramer von Misses
measure.ks Two-sided KS score
measure.mae Mean absolute error
measure.nDays N days
measure.ratio Ratio
measure.rmse Root mean square error
measure.rocss Roc Skill Score (ROCSS)
miMat.VALUE Mutual Information Matrix
na.filter.VALUE Remove stations above a given proportion of missing data
show.indices Display a summary table of VALUE indices
show.measures Display a summary table of VALUE measures
string2date POSIXlt conversion from character
subsetVALUE Select an arbitrary subset from a VALUE object along one or more of its dimensions
tmin.det Observations and deterministic predictions of daily (minimum) temperature
valueIndex1D VALUE index calculation
valueIndex2D VALUE spatial index calculation
valueMeasure1D VALUE measure calculation