AdamontAnalog |
CST_AdamontAnalog finds analogous data in the reference dataset to experiment data based on weather types |
AdamontQQCorr |
AdamontQQCorr computes quantile-quantile correction of seasonal or decadal forecast data using weather types |
Analogs |
Analogs based on large scale fields. |
as.s2dv_cube |
Conversion of 'startR_array' or 'list' objects to 's2dv_cube' |
BEI_PDFBest |
Computing the Best Index PDFs combining Index PDFs from two SFSs |
BEI_Weights |
Computing the weights for SFSs using the Best Index PDFs. |
BiasCorrection |
Bias Correction based on the mean and standard deviation adjustment |
Calibration |
Forecast Calibration |
CategoricalEnsCombination |
Make categorical forecast based on a multi-model forecast with potential for calibrate |
CST_AdamontAnalog |
CST_AdamontAnalog finds analogous data in the reference dataset to experiment data based on weather types |
CST_AdamontQQCorr |
CST_AdamontQQCorr computes quantile-quantile correction of seasonal or decadal forecast data using weather types |
CST_Analogs |
Downscaling using Analogs based on large scale fields. |
CST_AnalogsPredictors |
AEMET Downscaling Precipitation and maximum and minimum temperature downscaling method based on analogs: synoptic situations and significant predictors. |
CST_Anomaly |
Anomalies relative to a climatology along selected dimension with or without cross-validation |
CST_BEI_Weighting |
Weighting SFSs of a CSTools object. |
CST_BiasCorrection |
Bias Correction based on the mean and standard deviation adjustment |
CST_Calibration |
Forecast Calibration |
CST_CategoricalEnsCombination |
Make categorical forecast based on a multi-model forecast with potential for calibrate |
CST_DynBiasCorrection |
Performing a Bias Correction conditioned by the dynamical properties of the data. |
CST_EnsClustering |
Ensemble clustering |
CST_Load |
CSTools Data Retreival Function |
CST_MergeDims |
Function to Merge Dimensions |
CST_MultiEOF |
EOF analysis of multiple variables |
CST_MultiMetric |
Multiple Metrics applied in Multiple Model Anomalies |
CST_MultivarRMSE |
Multivariate Root Mean Square Error (RMSE) |
CST_ProxiesAttractor |
Computing two dinamical proxies of the attractor in s2dv_cube. |
CST_QuantileMapping |
Quantiles Mapping for seasonal or decadal forecast data |
CST_RainFARM |
RainFARM stochastic precipitation downscaling of a CSTools object |
CST_RegimesAssign |
Function for matching a field of anomalies with a set of maps used as a reference (e.g. clusters obtained from the WeatherRegime function) |
CST_RFSlope |
RainFARM spectral slopes from a CSTools object |
CST_RFTemp |
Temperature downscaling of a CSTools object using lapse rate correction or a reference field |
CST_RFWeights |
Compute climatological weights for RainFARM stochastic precipitation downscaling |
CST_SaveExp |
Save CSTools objects of class 's2dv_cube' containing experiments or observed data in NetCDF format |
CST_SplitDim |
Function to Split Dimension |
CST_WeatherRegimes |
Function for Calculating the Cluster analysis |
DynBiasCorrection |
Performing a Bias Correction conditioned by the dynamical properties of the data. |
EnsClustering |
Ensemble clustering |
lonlat_data |
Sample Of Experimental And Observational Climate Data In Function Of Longitudes And Latitudes |
lonlat_prec |
Sample Of Experimental Precipitation Data In Function Of Longitudes And Latitudes |
MergeDims |
Function to Split Dimension |
MultiEOF |
EOF analysis of multiple variables starting from an array (reduced version) |
MultiMetric |
Multiple Metrics applied in Multiple Model Anomalies |
PlotCombinedMap |
Plot Multiple Lon-Lat Variables In a Single Map According to a Decision Function |
PlotForecastPDF |
Plot one or multiple ensemble forecast pdfs for the same event |
PlotMostLikelyQuantileMap |
Plot Maps of Most Likely Quantiles |
PlotPDFsOLE |
Plotting two probability density gaussian functions and the optimal linear estimation (OLE) as result of combining them. |
PlotTriangles4Categories |
Function to convert any 3-d numerical array to a grid of coloured triangles. |
Predictability |
Computing scores of predictability using two dynamical proxies based on dynamical systems theory. |
ProxiesAttractor |
Computing two dinamical proxies of the attractor. |
QuantileMapping |
Quantiles Mapping for seasonal or decadal forecast data |
RainFARM |
RainFARM stochastic precipitation downscaling (reduced version) |
RegimesAssign |
Function for matching a field of anomalies with a set of maps used as a reference (e.g. clusters obtained from the WeatherRegime function). |
RFSlope |
RainFARM spectral slopes from an array (reduced version) |
RFTemp |
Temperature downscaling of a CSTools object using lapse rate correction (reduced version) |
RF_Weights |
Compute climatological weights for RainFARM stochastic precipitation downscaling |
s2dv_cube |
Creation of a 's2dv_cube' object |
SaveExp |
Save an experiment in a format compatible with CST_Load |
SplitDim |
Function to Split Dimension |
training_analogs |
AEMET Training Training method (pre-downscaling) based on analogs: synoptic situations and significant predictors. |
WeatherRegime |
Function for Calculating the Cluster analysis |