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Research software technical note and source code for creation of statistical models for prediction of typical well depths and related spatial diagnostics for the Chicot aquifer system, southwestern Louisiana

September 29, 2025

This "software technical note" (`TECHNOTE.md`) provides extensive details involving the construction of typical well-depth grids from research-grade statistical study of the Chicot aquifer system. The README also within this directory is designed and intended to parallel the documentation of individual covariate construction as part of the primal feature of the **covCHICOTla** software repository. Therefore, the content of the README parallels similar README files elsewhere in `covCHICOTla/covar/` subdirectories. Minor duplication exists of some information between the `welldepmod/README.md` and this technical note `welldepmod/TECHNOTE.md`. Remark, this note is written using the minimum of necessary "markdown" syntax (accessed April 21, 2025, at https://docs.gitlab.com/user/markdown/) for enhanced readability by a web browser on the https://code.usgs.gov platform but remain simple enough for plain-text readability in a text editor. This technical note explicitly serves as the documentation of research software algorithms (`welldepmod_make.R` and `welldepmod_svm_aqfrcd.R`) used to produce [Watson and others (2025)](https://doi.org/10.5066/P14WFPF5) as a data release on the official USGS [date release](https://www.sciencebase.gov/catalog/) platform.

Publication Year 2025
Title Research software technical note and source code for creation of statistical models for prediction of typical well depths and related spatial diagnostics for the Chicot aquifer system, southwestern Louisiana
DOI 10.5066/P1UEMKYK
Authors William H Asquith, Maxwell A Lindaman
Product Type Software Release
Record Source USGS Asset Identifier Service (AIS)
USGS Organization Lower Mississippi-Gulf Water Science Center - Nashville, TN Office
Rights This work is marked with CC0 1.0 Universal
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