Package: CSIndicators 1.1.1

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, ...). 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 it was developed in the context of 'H2020 MED-GOLD' (776467) and 'S2S4E' (776787) projects. 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:Victòria Agudetse [cre], Eva Rifà [ctb], Nuria Perez-Zanon [aut], Chou Chihchung [aut], Llorenç Lledó [aut], González-Reviriego Nube [ctb], Marcos Raül [ctb], Palma Lluis [ctb], An-Chi Ho [ctb], BSC-CNS [cph]

CSIndicators_1.1.1.tar.gz
CSIndicators_1.1.1.tar.gz(r-4.5-noble)CSIndicators_1.1.1.tar.gz(r-4.4-noble)
CSIndicators_1.1.1.tgz(r-4.4-emscripten)CSIndicators_1.1.1.tgz(r-4.3-emscripten)
CSIndicators.pdf |CSIndicators.html
CSIndicators/json (API)
NEWS

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

Peer review:

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

3.30 score 6 scripts 246 downloads 35 exports 93 dependencies

Last updated 10 months agofrom:3c4719cc5a. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-linuxOKNov 20 2024

Exports:AbsToProbsAccumulationExceedingThresholdCST_AbsToProbsCST_AccumulationExceedingThresholdCST_MergeRefToExpCST_PeriodAccumulationCST_PeriodMaxCST_PeriodMeanCST_PeriodMinCST_PeriodPETCST_PeriodStandardizationCST_PeriodVarianceCST_QThresholdCST_SelectPeriodOnDataCST_ThresholdCST_TotalSpellTimeExceedingThresholdCST_TotalTimeExceedingThresholdCST_WindCapacityFactorCST_WindPowerDensityMergeRefToExpPeriodAccumulationPeriodMaxPeriodMeanPeriodMinPeriodPETPeriodStandardizationPeriodVarianceQThresholdSelectPeriodOnDataSelectPeriodOnDatesThresholdTotalSpellTimeExceedingThresholdTotalTimeExceedingThresholdWindCapacityFactorWindPowerDensity

Dependencies:abindbackportsBHbigmemorybigmemory.sribootcheckmateCircStatscliClimProjDiagscodetoolscolorspacecontfraccpp11CSToolsdata.tabledeSolvedigestdoParalleldotCall64dtweasyNCDFeasyVerificationellipticfansifarverfieldsfitdistrplusforeachfuturegenericsggplot2globalsgluegoftestgtablehypergeoisobanditeratorslabelinglatticelifecyclelistenvlmomlmomcoLmomentslubridatemagrittrmapprojmapsMASSMatrixmgcvmultiApplymunsellNbClustncdf4nlmeparallellypbapplyPCICtpillarpkgconfigplyrproxyqmapR6rainfarmrRColorBrewerRcppRcppArmadilloreshapereshape2rlangs2dvscalesspamSpecsVerificationSPEIstartRstringistringrsurvivaltibbletimechangeTLMomentsutf8uuidvctrsverificationviridisLitewithrzoo

Agricultural Indicators

Rendered fromAgriculturalIndicators.Rmdusingknitr::knitron Nov 20 2024.

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

Energy Indicators

Rendered fromEnergyIndicators.Rmdusingknitr::knitron Nov 20 2024.

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
Merge a Reference To ExperimentsCST_MergeRefToExp
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
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
Merge a Reference To ExperimentsMergeRefToExp
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
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