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climatestatsr

Statistical Tools for Climate Change Analysis

A comprehensive collection of statistical functions for climate change research. Provides tools for temporal trend detection based on the Mann-Kendall (MK) test (Mann 1945 <doi:10.2307/1907187>; Kendall 1975, ISBN:0852641990) and Sen's slope (Sen 1968 <doi:10.2307/2285891>), spatial autocorrelation using Moran's I (Moran 1950 <doi:10.2307/2332142>), extreme value analysis using the Generalised Extreme Value (GEV) distribution and Peaks-Over-Threshold (POT) method (Coles 2001 <doi:10.1007/978-1-4471-3675-0>), standardised drought indices including the Standardised Precipitation Index (SPI; McKee et al. 1993) and the Standardised Precipitation Evapotranspiration Index (SPEI; Vicente-Serrano et al. 2010 <doi:10.1175/2009JCLI2909.1>), and formal detection-attribution methods via optimal fingerprint regression and Empirical Orthogonal Function (EOF) analysis (Allen and Tett 1999 <doi:10.1007/s003820050291>), and apparent temperature via the heat index (Steadman 1979 <doi:10.1175/1520-0450(1979)018%3C0861:TAOSPI%3E2.0.CO;2>). Suitable for both station-level time series and gridded climate fields.

Versions across snapshots

VersionRepositoryFileSize
0.1.2 rolling linux/jammy R-4.5 climatestatsr_0.1.2.tar.gz 463.3 KiB
0.1.2 rolling linux/noble R-4.5 climatestatsr_0.1.2.tar.gz 463.4 KiB
0.1.2 rolling source/ R- climatestatsr_0.1.2.tar.gz 292.4 KiB
0.1.2 latest linux/jammy R-4.5 climatestatsr_0.1.2.tar.gz 463.3 KiB
0.1.2 latest linux/noble R-4.5 climatestatsr_0.1.2.tar.gz 463.4 KiB
0.1.2 latest source/ R- climatestatsr_0.1.2.tar.gz 292.4 KiB
0.1.2 2026-04-23 source/ R- climatestatsr_0.1.2.tar.gz 0 B

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