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:
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