# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "climatestatsr" in publications use:' type: software license: GPL-3.0-only title: 'climatestatsr: Statistical Tools for Climate Change Analysis' version: 0.1.2 abstract: 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 ; Kendall 1975, ISBN:0852641990) and Sen's slope (Sen 1968 ), spatial autocorrelation using Moran's I (Moran 1950 ), extreme value analysis using the Generalised Extreme Value (GEV) distribution and Peaks-Over-Threshold (POT) method (Coles 2001 ), 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 ), and formal detection-attribution methods via optimal fingerprint regression and Empirical Orthogonal Function (EOF) analysis (Allen and Tett 1999 ), and apparent temperature via the heat index (Steadman 1979 ). Suitable for both station-level time series and gridded climate fields. authors: - family-names: Islam given-names: Sadikul email: sadikul.islamiasri@gmail.com orcid: https://orcid.org/0000-0003-2924-7122 - family-names: Kaushal given-names: Rajesh preferred-citation: type: manual title: 'climatestatsr: Statistical Tools for Climate Change Analysis' authors: - family-names: Islam given-names: Sadikul orcid: https://orcid.org/0000-0003-2924-7122 email: sadikul.islamiasri@gmail.com year: '2026' notes: R package version 0.1.0 repository: https://cran.r-universe.dev commit: 84bfc86c036f23f11a3e7468bf641909562a99fd date-released: '2026-05-21' contact: - family-names: Islam given-names: Sadikul email: sadikul.islamiasri@gmail.com orcid: https://orcid.org/0000-0003-2924-7122 references: - type: article title: Nonparametric tests against trend authors: - family-names: Mann given-names: Henry B. journal: Econometrica year: '1945' volume: '13' issue: '3' doi: 10.2307/1907187 start: '245' end: '259' - type: article title: Estimates of the regression coefficient based on Kendall's tau authors: - family-names: Sen given-names: Pranab K. journal: Journal of the American Statistical Association year: '1968' volume: '63' issue: '324' doi: 10.2307/2285891 start: '1379' end: '1389' - type: article title: A nonparametric approach to the change-point problem authors: - family-names: Pettitt given-names: Anthony N. journal: Applied Statistics year: '1979' volume: '28' issue: '2' doi: 10.2307/2346729 start: '126' end: '135' - type: article title: A homogeneity test applied to precipitation data authors: - family-names: Alexandersson given-names: Hans journal: International Journal of Climatology year: '1986' volume: '6' issue: '6' doi: 10.1002/joc.3370060607 start: '661' end: '675' - type: article title: Applicability of prewhitening to eliminate the influence of serial correlation on the Mann-Kendall test authors: - family-names: Yue given-names: Sheng - family-names: Wang given-names: Chun Y. journal: Water Resources Research year: '2002' volume: '38' issue: '6' doi: 10.1029/2001WR000861 start: 4-1 end: 4-7 - type: article title: Notes on continuous stochastic phenomena authors: - family-names: Moran given-names: Patrick A. P. journal: Biometrika year: '1950' volume: '37' issue: '1' doi: 10.2307/2332142 start: '17' end: '23' - type: article title: The analysis of spatial association by use of distance statistics authors: - family-names: Getis given-names: Arthur - family-names: Ord given-names: J. Keith journal: Geographical Analysis year: '1992' volume: '24' issue: '3' doi: 10.1111/j.1538-4632.1992.tb00261.x start: '189' end: '206' - type: book title: An Introduction to Statistical Modeling of Extreme Values authors: - family-names: Coles given-names: Stuart year: '2001' publisher: name: Springer-Verlag address: London doi: 10.1007/978-1-4471-3675-0 - type: article title: Models for exceedances over high thresholds authors: - family-names: Davison given-names: Anthony C. - family-names: Smith given-names: Richard L. journal: 'Journal of the Royal Statistical Society: Series B' year: '1990' volume: '52' issue: '3' doi: 10.1111/j.2517-6161.1990.tb01796.x start: '393' end: '442' - type: article title: A simple general approach to inference about the tail of a distribution authors: - family-names: Hill given-names: Bruce M. journal: Annals of Statistics year: '1975' volume: '3' issue: '5' doi: 10.1214/aos/1176343247 start: '1163' end: '1174' - type: conference-paper title: The relationship of drought frequency and duration to time scales authors: - family-names: McKee given-names: Thomas B. - family-names: Doesken given-names: Nolan J. - family-names: Kleist given-names: John collection-title: Proceedings of the 8th Conference on Applied Climatology collection-type: proceedings year: '1993' publisher: name: American Meteorological Society start: '179' end: '184' conference: name: Proceedings of the 8th Conference on Applied Climatology address: Anaheim, California - type: article title: 'A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index' authors: - family-names: Vicente-Serrano given-names: Sergio M. - family-names: Begueria given-names: Santiago - family-names: Lopez-Moreno given-names: Juan I. journal: Journal of Climate year: '2010' volume: '23' issue: '7' doi: 10.1175/2009JCLI2909.1 start: '1696' end: '1718' - type: article title: 'Controlling the false discovery rate: a practical and powerful approach to multiple testing' authors: - family-names: Benjamini given-names: Yoav - family-names: Hochberg given-names: Yosef journal: 'Journal of the Royal Statistical Society: Series B' year: '1995' volume: '57' issue: '1' doi: 10.1111/j.2517-6161.1995.tb02031.x start: '289' end: '300' - type: article title: Checking for model consistency in optimal fingerprinting authors: - family-names: Allen given-names: Myles R. - family-names: Tett given-names: Simon F. B. journal: Climate Dynamics year: '1999' volume: '15' issue: '6' doi: 10.1007/s003820050291 start: '419' end: '434' - type: article title: An approach toward a rational classification of climate authors: - family-names: Thornthwaite given-names: Charles W. journal: Geographical Review year: '1948' volume: '38' issue: '1' doi: 10.2307/210739 start: '55' end: '94' - type: article title: 'The assessment of sultriness. Part I: A temperature-humidity index based on human physiology and clothing science' authors: - family-names: Steadman given-names: Robert G. journal: Journal of Applied Meteorology year: '1979' volume: '18' issue: '7' doi: 10.1175/1520-0450(1979)018<0861:TAOSPI>2.0.CO;2 start: '861' end: '873' - type: book title: Statistical Analysis in Climate Research authors: - family-names: Storch given-names: Hans name-particle: von - family-names: Zwiers given-names: Francis W. year: '1999' publisher: name: Cambridge University Press address: Cambridge doi: 10.1017/CBO9780511612336 - type: article title: Use of models in detection and attribution of climate change authors: - family-names: Hegerl given-names: Gabriele C. - family-names: Zwiers given-names: Francis journal: 'Wiley Interdisciplinary Reviews: Climate Change' year: '2011' volume: '2' issue: '4' doi: 10.1002/wcc.121 start: '570' end: '591'