Package: CSIndicators 1.2.0

Victòria Agudetse

CSIndicators: Climate Services' Indicators Based on Sub-Seasonal to Decadal Predictions

Set of generalised tools for the flexible computation of climate related indicators defined by the user. Each method represents a specific mathematical approach which is combined with the possibility to select an arbitrary time period to define the indicator. This enables a wide range of possibilities to tailor the most suitable indicator for each particular climate service application (agriculture, food security, energy, water management, health...). This package is intended for sub-seasonal, seasonal and decadal climate predictions, but its methods are also applicable to other time-scales, provided the dimensional structure of the input is maintained. Additionally, the outputs of the functions in this package are compatible with 'CSTools'. This package is described in Pérez-Zanón et al. (2023) <doi:10.1016/j.cliser.2023.100393> and was developed in the context of the H2020 projects MED-GOLD (776467) and S2S4E (776787) projects, as well as the Horizon Europe project MEDEWSA (101121192) and the national project BOREAS (PID2022-140673OA-I00). See Lledó et al. (2019) <doi:10.1016/j.renene.2019.04.135> and Chou et al., 2023 <doi:10.1016/j.cliser.2023.100345> for details.

Authors:Nuria Perez-Zanon [aut], Chou Chihchung [aut], Llorenç Lledó [aut], Victòria Agudetse [ctb, cre], Eva Rifà [ctb], González-Reviriego Nube [ctb], Marcos Raül [ctb], Palma Lluis [ctb], An-Chi Ho [ctb], Javier Corvillo [ctb], Alberto Bojaly [ctb], Theertha Kariyathan [ctb], BSC-CNS [cph]

CSIndicators_1.2.0.tar.gz
CSIndicators_1.2.0.tar.gz(r-4.7-any)CSIndicators_1.2.0.tar.gz(r-4.6-any)
CSIndicators_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION |NEWS
card.svg |card.png
CSIndicators/json (API)

# Install 'CSIndicators' in R:
install.packages('CSIndicators', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.48 score 9 scripts 408 downloads 45 exports 92 dependencies

Last updated from:828ddac47c. Checks:4 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK208
source / vignettesOK257
linux-release-x86_64OK213
wasm-releaseOK176

Exports:AbsToProbsAccumulationExceedingThresholdCST_AbsToProbsCST_AccumulationExceedingThresholdCST_DayLengthCST_HeatIndexCST_MaxSpellTimeExceedingThresholdCST_MergeRefToExpCST_MultiVarExceedingThresholdCST_PeriodAccumulationCST_PeriodMaxCST_PeriodMeanCST_PeriodMinCST_PeriodPETCST_PeriodStandardizationCST_PeriodVarianceCST_QThresholdCST_RNoughtIndicesCST_SelectPeriodOnDataCST_ThresholdCST_TotalSpellTimeExceedingThresholdCST_TotalTimeExceedingThresholdCST_WindCapacityFactorCST_WindPowerDensityDayLengthHeatIndexMaxSpellTimeExceedingThresholdMergeRefToExpMultiVarExceedingThresholdPeriodAccumulationPeriodMaxPeriodMeanPeriodMinPeriodPETPeriodStandardizationPeriodVarianceQThresholdRNoughtIndicesSelectPeriodOnDataSelectPeriodOnDatesThresholdTotalSpellTimeExceedingThresholdTotalTimeExceedingThresholdWindCapacityFactorWindPowerDensity

Dependencies:abindbackportsBHbigmemorybigmemory.sribootcheckmateCircStatscliClimProjDiagscodetoolscontfraccpp11CSToolsdata.tabledeSolvedigestdoParalleldotCall64dplyrdtweasyNCDFeasyVerificationellipticfarverfieldsfitdistrplusforeachfuturegenericsgeosphereggplot2globalsgluegoftestgtablehypergeoisobanditeratorslabelinglatticelifecyclelistenvlmomlmomcoLmomentslubridatemagrittrmapprojmapsMASSMatrixmultiApplyNbClustncdf4parallellypbapplypillarpkgconfigplyrproxyqmapR6rainfarmrRColorBrewerRcppRcppArmadilloreshapereshape2rlangs2dvS7scalessignalspamSpecsVerificationSPEIstartRstringistringrsurvivaltibbletidyselecttimechangeTLMomentsutf8uuidvctrsverificationviridisLitewithrzoo

Heat Index Indicators
Introduction | Data Aquisition | Quick temperature overview | Heat Index computation | Visualisation

Last update: 2026-03-11
Started: 2026-03-11

Agricultural Indicators
Introduction | 1. PeriodAccumulation | 2. PeriodMean | 3. TotalTimeExceedingThreshold | 4. AccumulationExceedingThreshold | 5. TotalSpellTimeExceedingThreshold

Last update: 2023-11-21
Started: 2021-05-07

Energy Indicators
Introduction | 1. Wind Power Density | 2. Wind Capacity Factor | References

Last update: 2023-05-18
Started: 2021-05-07

Readme and manuals

Help Manual

Help pageTopics
Transform ensemble forecast into probabilitiesAbsToProbs
Accumulation of a variable when Exceeding (not exceeding) a ThresholdAccumulationExceedingThreshold
Transform ensemble forecast into probabilitiesCST_AbsToProbs
Accumulation of a variable when Exceeding (not exceeding) a ThresholdCST_AccumulationExceedingThreshold
Day length on 's2dv_cube' objectsCST_DayLength
Heat Index on s2dv_cube objectsCST_HeatIndex
Maximum spell of a variable exceeding (or not exceeding) a defined ThresholdCST_MaxSpellTimeExceedingThreshold
Merge a Reference To ExperimentsCST_MergeRefToExp
Binary probabilities based on climate thresholdsCST_MultiVarExceedingThreshold
Period Accumulation on 's2dv_cube' objectsCST_PeriodAccumulation
Period Max on 's2dv_cube' objectsCST_PeriodMax
Period Mean on 's2dv_cube' objectsCST_PeriodMean
Period Min on 's2dv_cube' objectsCST_PeriodMin
Compute the Potential EvapotranspirationCST_PeriodPET
Compute the Standardization of Precipitation-Evapotranspiration IndexCST_PeriodStandardization
Period Variance on 's2dv_cube' objectsCST_PeriodVariance
Transform an absolute threshold into probabilitiesCST_QThreshold
R0 Index computation on s2dv_cube objectsCST_RNoughtIndices
Select a period on Data on 's2dv_cube' objectsCST_SelectPeriodOnData
Absolute value of a relative threshold (percentile)CST_Threshold
Total Spell Time Exceeding ThresholdCST_TotalSpellTimeExceedingThreshold
Total Time of a variable Exceeding (not exceeding) a ThresholdCST_TotalTimeExceedingThreshold
Wind capacity factor on s2dv_cube objectsCST_WindCapacityFactor
Wind power density on s2dv_cube objectsCST_WindPowerDensity
Day length on multidimensional array objectsDayLength
Heat Index on multidimensional array objectsHeatIndex
Maximum spell of a variable exceeding (or not exceeding) a defined ThresholdMaxSpellTimeExceedingThreshold
Merge a Reference To ExperimentsMergeRefToExp
Binary probabilities based on climate thresholds (internal function)MultiVarExceedingThreshold
Period Accumulation on multidimensional array objectsPeriodAccumulation
Period max on multidimensional array objectsPeriodMax
Period Mean on multidimensional array objectsPeriodMean
Period Min on multidimensional array objectsPeriodMin
Compute the Potential EvapotranspirationPeriodPET
Compute the Standardization of Precipitation-Evapotranspiration IndexPeriodStandardization
Period Variance on multidimensional array objectsPeriodVariance
Transform an absolute threshold into probabilitiesQThreshold
R0 Index computation on s2dv_cube objectsRNoughtIndices
Select a period on Data on multidimensional array objectsSelectPeriodOnData
Select a period on DatesSelectPeriodOnDates
Absolute value of a relative threshold (percentile)Threshold
Total Spell Time Exceeding ThresholdTotalSpellTimeExceedingThreshold
Total Time of a variable Exceeding (not exceeding) a ThresholdTotalTimeExceedingThreshold
Wind capacity factorWindCapacityFactor
Wind power density on multidimensional array objectsWindPowerDensity