Man pages for CSTools
Assessing Skill of Climate Forecasts on Seasonal-to-Decadal Timescales
| AdamontQQCorr | AdamontQQCorr computes quantile-quantile correction of... |
| Analogs | Analogs based on large scale fields. |
| as.s2dv_cube | Conversion of 'startR_array' or 'list' objects to 's2dv_cube' |
| BEI_EMWeighting | Computing the weighted ensemble means for SFSs. |
| BEI_PDFBest | Computing the Best Index PDFs combining Index PDFs from two... |
| BEI_ProbsWeighting | Computing the weighted tercile probabilities for SFSs. |
| BEI_TercilesWeighting | Computing the weighted terciles for SFSs. |
| BEI_Weights | Computing the weights for SFSs using the Best Index PDFs. |
| BiasCorrection | Bias Correction based on the mean and standard deviation... |
| Calibration | Forecast Calibration |
| CategoricalEnsCombination | Make categorical forecast based on a multi-model forecast... |
| CST_AdamontAnalog | CST_AdamontAnalog finds analogous data in the reference... |
| CST_AdamontQQCorr | CST_AdamontQQCorr computes quantile-quantile correction of... |
| CST_Analogs | Downscaling using Analogs based on large scale fields. |
| CST_AnalogsPredictors | AEMET Downscaling Precipitation and maximum and minimum... |
| CST_Anomaly | Anomalies relative to a climatology along selected dimension... |
| CST_BEI_Weighting | Weighting SFSs of a CSTools object. |
| CST_BiasCorrection | Bias Correction based on the mean and standard deviation... |
| CST_Calibration | Forecast Calibration |
| CST_CategoricalEnsCombination | Make categorical forecast based on a multi-model forecast... |
| CST_ChangeDimNames | Change the name of one or more dimensions for an object of... |
| CST_DynBiasCorrection | Performing a Bias Correction conditioned by the dynamical... |
| CST_EnsClustering | Ensemble clustering |
| CST_InsertDim | Add a named dimension to an object of class s2dv_cube |
| 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... |
| CST_QuantileMapping | Quantile Mapping for seasonal or decadal forecast data |
| CST_RainFARM | RainFARM stochastic precipitation downscaling of a CSTools... |
| CST_RegimesAssign | Function for matching a field of anomalies with a set of maps... |
| CST_RFSlope | RainFARM spectral slopes from a CSTools object |
| CST_RFTemp | Temperature downscaling of a CSTools object using lapse rate... |
| CST_RFWeights | Compute climatological weights for RainFARM stochastic... |
| CST_SaveExp | Save objects of class 's2dv_cube' to data in NetCDF format |
| CST_SplitDim | Function to Split Dimension |
| CST_Start | CSTools data retrieval function using Start |
| CST_Subset | Subset an object of class s2dv_cube |
| CST_WeatherRegimes | Function for Calculating the Cluster analysis |
| DynBiasCorrection | Performing a Bias Correction conditioned by the dynamical... |
| EnsClustering | Ensemble clustering |
| lonlat_prec | Sample Of Experimental Precipitation Data In Function Of... |
| lonlat_prec_st | Sample Of Experimental Precipitation Data In Function Of... |
| lonlat_temp | Sample Of Experimental And Observational Climate Data In... |
| lonlat_temp_st | Sample Of Experimental And Observational Climate Data In... |
| MergeDims | Function to Split Dimension |
| MultiEOF | EOF analysis of multiple variables starting from an array... |
| MultiMetric | Multiple Metrics applied in Multiple Model Anomalies |
| PDFIndexHind | Computing the Index PDFs for a dataset of SFSs for a hindcats... |
| PlotCombinedMap | Plot Multiple Lon-Lat Variables In a Single Map According to... |
| PlotForecastPDF | Plot one or multiple ensemble forecast pdfs for the same... |
| PlotMostLikelyQuantileMap | Plot Maps of Most Likely Quantiles |
| PlotPDFsOLE | Plotting two probability density gaussian functions and the... |
| PlotTriangles4Categories | Function to convert any 3-d numerical array to a grid of... |
| PlotWeeklyClim | Plots the observed weekly means and climatology of a... |
| Predictability | Computing scores of predictability using two dynamical... |
| print.s2dv_cube | Print method for s2dv_cube objects |
| ProxiesAttractor | Computing two dinamical proxies of the attractor. |
| QuantileMapping | Quantile Mapping for seasonal or decadal forecast data |
| RainFARM | RainFARM stochastic precipitation downscaling (reduced... |
| RegimesAssign | Function for matching a field of anomalies with a set of maps... |
| RFSlope | RainFARM spectral slopes from an array (reduced version) |
| RFTemp | Temperature downscaling of a CSTools object using lapse rate... |
| RF_Weights | Compute climatological weights for RainFARM stochastic... |
| s2dv_cube | Creation of a 's2dv_cube' object |
| SaveExp | Save a multidimensional array with metadata to data in NetCDF... |
| SplitDim | Function to Split Dimension |
| training_analogs | AEMET Training Training method (pre-downscaling) based on... |
| WeatherRegimes | Function for Calculating the Cluster analysis |
