Man pages for SantanderMetGroup/VALUE
Climate data validation in the framework of the COST action VALUE
| aggregateVALUE | Aggregation of value objects along selected dimensions |
| corrMat.VALUE | Correlation matrix for paper Figures 4 and 5 on spatial... |
| deseason.VALUE | Remove seasonal cycle |
| dimFix | Complete missing dimensions of VALUE objects |
| getIntersect | getIntersect |
| getLatLonDomainValueStations | Define geolocation of station datasets |
| getSeason.VALUE | Get season from a station or field object |
| getTimeDomainValueStations | Time index positions for station dataset selections |
| getYearsAsINDEX.VALUE | Get years as a factor |
| index.acf | Autocorrelation function |
| index.amountFreqGE | Amount from events above threshold |
| index.amountFreqGT | Amount from events above threshold |
| index.annual.cycle | Annual cycle statistics |
| index.annual.cycle.filtered | Filtered annual cycle maxima 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.lfvar | Proportion of variance in low frequency |
| index.mean | Arithmetic mean |
| index.meanGE | Arithmetic mean of days equal or above threshold |
| index.prcXXth | Sample quantiles |
| index.rv | Return Value |
| index.sd | Standard deviation |
| index.skew | Skewness |
| index.spatial.cor | Pairwise Spatial Correlation |
| index.spatial.laggedCrosCor | Lagged Spatiotemporal Cross-Correlations |
| index.spellmax.annual.prcXXth | Annual spell length percentiles |
| index.spell.mean | Spell length mean |
| index.spell.prcXXth | Spell length percentiles |
| index.sum | Sum |
| index.trend | Interannual trend |
| 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.cor | Correlation |
| measure.corlongterm | Correlation on Long time scales |
| measure.ks | Two-sided KS score |
| measure.ks.pval | Compute p-value of the two sample Kolmogorov-Smirnov test |
| 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 |
| parseArgumentString | Argument list parsing utility |
| preprocessVALUE | preprocessVALUE |
| read.lookup.table | Read lookup tables |
| show.indices | Display a summary table of VALUE indices |
| show.measures | Display a summary table of VALUE measures |
| string2date | POSIXlt conversion from character |
| subsetData | subsetData |
| subsetVALUE | Select an arbitrary subset from a VALUE object along one or... |
| timeBoundsValue | Compute time bounds |
| tmin.det | Observations and deterministic predictions of daily (minimum)... |
| valueIndex1D | VALUE index calculation |
| valueIndex2D | VALUE spatial index calculation |
| valueMeasure1D | VALUE measure calculation |
| wrapperFUN | Wrapper function to launch the validation |
