Newer
Older
+ Dynamical Bias Correction method: `CST_ProxiesAttractors` and `CST_DynBiasCorrection`
(optionally `Predictability`)
+ CST_BiasCorrection and BiasCorrection allows to calibrate a forecast given the calibration in the hindcast by using parameter 'exp_cor'.
- Fixes:
+ Calibration retains correlation absolute value
+ Calibration fixed when cal.methodi == rpc-based, apply_to == sign,
eval.method == 'leave-one-out' and the correlation is not significant
+ PlotMostLikelyQuantileMap reoder latitudes of an array provided in 'dots' parameter.
**Submission date to CRAN: 23-02-2021**
+ ADAMONT downscaling method: requires CST_AdamontAnalogs and CST_AdamontQQCor functions
+ Analogs method using Predictors: requires training_analogs and CST_AnalogsPredictors
+ PlotPDFsOLE includes parameters to modify legend style
+ CST_RFSlope handless missing values in the temporal dimension and new 'ncores' parameter allows parallel computation
+ CST_RFWeights accepts s2dv_cube objects as input and new 'ncores' paramenter allows parallel computation
+ RFWeights is exposed to users
+ CST_RainFARM accepts multi-dimensional slopes and weights and handless missing values in sample dimensions.
+ CST_MultiMetric includes 'rpss' metric and it is addapted to s2dv.
+ PlotTriangles4Categories includes two parameters to adjust axis and margins
- Fixes:
+ PlotForecastPDF correctly displays terciles labels
+ CST_SplitDims returns ordered output following ascending order provided in indices when it is numeric
+ Figures resize option from vignettes has been removed
+ Fix Analogs to work with three diferent criteria
+ Decrease package size compresing vignettes figures and removing areave_data sample
- New features:
+ EnsClustering vignette
+ EnsClustering has a new parameter 'time_dim'
+ CST_BiasCorrection has na.rm paramter
+ CST_Anomaly allows to smooth the climatology with filter.span parameter
+ PlotTriangles4Categories new plotting function to convert any 3-d numerical array to a grid of coloured triangles.
+ CST_WeatherRegimes/WeatherRegimes and CST_RegimeAssign/RegimeAssign
+ PlotPDFsOLE plots two probability density gaussian functions and the optimal linear estimation
+ CST_RFTemp/RF_Temp functions available for downscaling temperature
+ PlotForecastPDF vignette displays figures correctly
+ Calibration function is exposed to users
+ MultiMetric vignette fixed typo text description
+ DESCRIPTION specifies the minimum multiApply version required
+ EnsClustering has a fixed 'closest_member' output
+ CST_SaveExp uses multiApply and save time dimension correctly
### CSTools 3.0.0
**Submission date to CRAN: 10-02-2020**
- New features:
+ CST_MergeDims and MergeDims
+ Version working with R 3.4.2
+ PlotForecastPDF handles independent terciles, extremes and observations for each panel
- Fixes
+ CST_Calibration handles missing values
+ BEI functions handle missing values
- New features:
+ CST_Analogs Analogs downscaling method,
+ CST_MultiEOFS for multiple variables,
+ new Calibration methods included in CST_Calibration,
+ Best Estimated Index method,
+ CST_QuantileMapping,
+ CST_SplitDim to split dimension, if it is a temporal dimension, it can be split by days, months and years or other inidices,
+ creation and transformation to class 's2dv_cube',
+ CST_SaveExp function for saving experiments to be loadable with CST_Load,
- Parallelization of RainFARM downscaling
- Adding unit tests using testthat for BEI and RainFarm functions
- New vignette Best Estimate Index
- Minor fix in CST_BiasCorrection when checking parameter 'obs'
- Addapting CST_Load to use 'as.s2dv_cube' function
- Minor fix in data lonlat_prec to be of class 's2dv_cube'
- Minor fix in RainFARM vignette
- Adding reference to S2S4E H2020 project into the DESCRIPTION file
### CSTools 1.0.1
**Release date on CRAN: 19-06-2019**
- Correcting test of PlotForecastPDF for compatibility with ggplot2 release
- New function PlotCombinedMap
- Adding reference to MEDSCOPE ERA4CS Project into the DESCRIPTION file
- Documentation minor fix in CST_RFWeights
- Minor fix in PlotMostLikelyQuantileMap for bar_titles
- MultiModelSkill vignette updated to use PlotCombinedMap
### CSTools 1.0.0
**Release date on CRAN: 24-04-2019**
- Features included: Load, Anomaly, MultiMetric, MultivarRMSE, Calibration, BiasCorrection, RainFARM Downscaling, PlotForecastPDF, PlotMostLikelyQuantileMap
- Three sample data: lonlat_data, lonlat_prec, areave_data
- Unit tests using testthat: BiasCorrection, Calibration, MultiMetric, PlotForecast
- Vignettes: MultiMetric, Multivar and RainFARM