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Enable users to evaluate long-term trends using a Generalized Additive Modeling (GAM) approach. The model development includes selecting a GAM structure to describe nonlinear seasonally-varying changes over time, incorporation of hydrologic variability via either a river flow or salinity, the use of an intervention to deal with method or laboratory changes suspected to impact data values, and representation of left- and interval-censored data. The approach has been applied to water quality data in the Chesapeake Bay, a major estuary on the east coast of the United States to provide insights to a range of management- and research-focused questions. Methodology described in Murphy (2019) <doi:10.1016/j.envsoft.2019.03.027>.
Version: | 2.0.12 |
Depends: | R (≥ 3.5.0) |
Imports: | dataRetrieval, digest, dplyr, fitdistrplus, grDevices, lubridate, knitr, memoise, mgcv, pander, plyr, readxl, sessioninfo, survival |
Suggests: | devtools, imputeTS, markdown, nlme, rmarkdown, testthat |
Published: | 2024-07-26 |
DOI: | 10.32614/CRAN.package.baytrends |
Author: | Rebecca Murphy, Elgin Perry, Jennifer Keisman, Jon Harcum, Erik W Leppo |
Maintainer: | Erik W Leppo <Erik.Leppo at tetratech.com> |
BugReports: | https://github.com/tetratech/baytrends/issues |
License: | GPL-3 |
URL: | https://github.com/tetratech/baytrends, https://tetratech.github.io/baytrends/ |
NeedsCompilation: | no |
Materials: | README NEWS |
In views: | Hydrology |
CRAN checks: | baytrends results |
Reference manual: | baytrends.pdf |
Vignettes: |
Flow and Salinity Data Sets Processing Censored Water Quality Data |
Package source: | baytrends_2.0.12.tar.gz |
Windows binaries: | r-devel: baytrends_2.0.12.zip, r-release: baytrends_2.0.12.zip, r-oldrel: baytrends_2.0.12.zip |
macOS binaries: | r-release (arm64): baytrends_2.0.12.tgz, r-oldrel (arm64): baytrends_2.0.12.tgz, r-release (x86_64): baytrends_2.0.12.tgz, r-oldrel (x86_64): baytrends_2.0.12.tgz |
Old sources: | baytrends archive |
Please use the canonical form https://CRAN.R-project.org/package=baytrends to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.