WASP: Wavelet System Prediction

The wavelet-based variance transformation method is used for system modelling and prediction. It refines predictor spectral representation using Wavelet Theory, which leads to improved model specifications and prediction accuracy. Details of methodologies used in the package can be found in Jiang, Z., Sharma, A., & Johnson, F. (2020) <doi:10.1029/2019WR026962>, Jiang, Z., Rashid, M. M., Johnson, F., & Sharma, A. (2020) <doi:10.1016/j.envsoft.2020.104907>, and Jiang, Z., Sharma, A., & Johnson, F. (2021) <doi:10.1016/J.JHYDROL.2021.126816>.

Version:	1.4.5
Depends:	R (≥ 3.6.0)
Imports:	waveslim, stats, tidyr, readr, ggplot2, sp, zoo, fitdistrplus
Suggests:	NPRED, FNN, SPEI, knitr, dplyr, cowplot, gridGraphics, bookdown, rmarkdown, synthesis, kableExtra, devtools, testthat
Published:	2026-01-22
DOI:	10.32614/CRAN.package.WASP
Author:	Ze Jiang [aut, cre], Md. Mamunur Rashid [aut], Ashish Sharma [aut], Fiona Johnson [aut]
Maintainer:	Ze Jiang <ze.jiang at unsw.edu.au>
BugReports:	https://github.com/zejiang-unsw/WASP/issues
License:	GPL-3
URL:	https://github.com/zejiang-unsw/WASP#readme
NeedsCompilation:	no
Citation:	WASP citation info
Materials:	README, NEWS
In views:	Hydrology
CRAN checks:	WASP results

Documentation:

Reference manual:	WASP.html , WASP.pdf
Vignettes:	Wavelet System Prediction (source, R code)

Downloads:

Package source:	WASP_1.4.5.tar.gz
Windows binaries:	r-devel: WASP_1.4.5.zip, r-release: WASP_1.4.5.zip, r-oldrel: WASP_1.4.5.zip
macOS binaries:	r-release (arm64): WASP_1.4.5.tgz, r-oldrel (arm64): WASP_1.4.5.tgz, r-release (x86_64): WASP_1.4.5.tgz, r-oldrel (x86_64): WASP_1.4.5.tgz
Old sources:	WASP archive

Reverse dependencies:

Reverse suggests:

NPRED

Linking:

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