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climatestatsr  

Statistical Tools for Climate Change Analysis
View on CRAN: Click here


Download and install climatestatsr package within the R console
Install from CRAN:
install.packages("climatestatsr")

Install from Github:
library("remotes")
install_github("cran/climatestatsr")

Install by package version:
library("remotes")
install_version("climatestatsr", "0.1.2")



Attach the package and use:
library("climatestatsr")
Maintained by
Sadikul Islam
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-18
Latest Update: 2026-06-18
Description:
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.
How to cite:
Sadikul Islam (2026). climatestatsr: Statistical Tools for Climate Change Analysis. R package version 0.1.2, https://cran.r-project.org/web/packages/climatestatsr. Accessed 07 Aug. 2026.
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Complete documentation for climatestatsr
Functions, R codes and Examples using the climatestatsr R package
Full climatestatsr package functions and examples
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