{"id":32209460,"url":"https://github.com/zejiang-unsw/wasp","last_synced_at":"2026-02-21T17:36:17.669Z","repository":{"id":56934062,"uuid":"247867086","full_name":"zejiang-unsw/WASP","owner":"zejiang-unsw","description":"WAvelet System Prediction [Jiang, Z., Sharma, A., \u0026 Johnson, F. (2020). Refining Predictor Spectral Representation Using Wavelet Theory for Improved Natural System Modeling. Water Resources Research, 56(3), e2019WR026962.]","archived":false,"fork":false,"pushed_at":"2024-12-19T23:11:13.000Z","size":90049,"stargazers_count":10,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"devel","last_synced_at":"2025-10-10T15:29:09.801Z","etag":null,"topics":["prediction","transformation","wavelet"],"latest_commit_sha":null,"homepage":"https://cran.r-project.org/web/packages/WASP/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zejiang-unsw.png","metadata":{"files":{"readme":"README.md","changelog":"NEWS.md","contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2020-03-17T03:04:44.000Z","updated_at":"2025-02-24T02:41:18.000Z","dependencies_parsed_at":"2022-08-21T00:40:25.203Z","dependency_job_id":"420238eb-7d53-46ae-8e6e-9addcac1cc5f","html_url":"https://github.com/zejiang-unsw/WASP","commit_stats":{"total_commits":109,"total_committers":1,"mean_commits":109.0,"dds":0.0,"last_synced_commit":"e5d2c2f66f219b651b13067455027dc20354e3d5"},"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/zejiang-unsw/WASP","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zejiang-unsw%2FWASP","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zejiang-unsw%2FWASP/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zejiang-unsw%2FWASP/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zejiang-unsw%2FWASP/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zejiang-unsw","download_url":"https://codeload.github.com/zejiang-unsw/WASP/tar.gz/refs/heads/devel","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zejiang-unsw%2FWASP/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":280389404,"owners_count":26322524,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-22T02:00:06.515Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["prediction","transformation","wavelet"],"created_at":"2025-10-22T06:06:22.694Z","updated_at":"2025-10-22T06:06:28.333Z","avatar_url":"https://github.com/zejiang-unsw.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# WASP\n\nAn open-source wavelet tool for improving prediction accuracy for natural system models. \n\nThe 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. \n\n## Requirements\n\u003cpre\u003e\nDependencies:\n  waveslim, stats, tidyr, ggplot2, sp\n\nSuggest:\n    zoo, readr,\n    cowplot, SPEI, FNN, \n    NPRED, synthesis, fitdistrplus\n\u003c/pre\u003e\n\n## Installation\n\nYou can install the package via devtools from [GitHub](https://github.com/) with:\n\n``` r\ndevtools::install_github(\"zejiang-unsw/WASP\", dependencies = TRUE)\n```\n\nor via CRAN with: \n\n``` r\ninstall.packages(\"WASP\")\n```\n\n## Citation\nJiang, Z., Sharma, A., \u0026 Johnson, F. (2021). Variable transformations in the spectral domain – Implications for hydrologic forecasting. *Journal of Hydrology*, 603, 126816. [doi](https://doi.org/10.1016/J.JHYDROL.2021.126816)\n\nJiang, Z., Rashid, M. M., Johnson, F., \u0026 Sharma, A. (2020). A wavelet-based tool to modulate variance in predictors: an application to predicting drought anomalies. *Environmental Modelling \u0026 Software*, 135, 104907. [doi](https://doi.org/10.1016/j.envsoft.2020.104907)\n\nJiang, Z., Sharma, A., \u0026 Johnson, F. (2020). Refining Predictor Spectral Representation Using Wavelet Theory for Improved Natural System Modeling. *Water Resources Research*, 56(3), e2019WR026962. [doi](https://doi.org/10.1029/2019WR026962)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzejiang-unsw%2Fwasp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzejiang-unsw%2Fwasp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzejiang-unsw%2Fwasp/lists"}