An open-source wavelet tool for improving prediction accuracy for natural system models.
Note: This is a repository for paper submission, so it won't be maintained regularly. The most updated version of this software please go to WASP. The work involved in the paper is fully reproducible by using R markdown and people with minimum programming knowledge can replicate the work. Details can be find in the folder of vignettes.
Dependencies: fitdistrplus, waveslim, wavethreshSuggest: zoo, NPRED (https://github.com/zejiang-unsw/NPRED)
You can install the package via devtools from GitHub with:
devtools::install_github("zejiang-unsw/WASP_1.0.0", dependencies = TRUE)
Jiang, Z., Sharma, A., & Johnson, F. (2020). Refining predictor spectral representation using wavelet theory for improved natural system modelling. Water Resources Research, n/a(n/a), e2019WR026962. doi:10.1029/2019wr026962
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