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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.
| Version: |
0.1.2 |
| Depends: |
R (≥ 4.0.0) |
| Imports: |
stats, graphics, utils |
| Suggests: |
ggplot2 (≥ 3.4.0), sf (≥ 1.0-0), ncdf4 (≥ 1.21), testthat (≥ 3.0.0), knitr (≥ 1.42), rmarkdown (≥ 2.20) |
| Published: |
2026-06-18 |
| DOI: |
10.32614/CRAN.package.climatestatsr |
| Author: |
Sadikul Islam 
[aut, cre],
Rajesh Kaushal [aut] |
| Maintainer: |
Sadikul Islam <sadikul.islamiasri at gmail.com> |
| License: |
GPL-3 |
| NeedsCompilation: |
no |
| Language: |
en-US |
| Citation: |
climatestatsr citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
climatestatsr results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=climatestatsr
to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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