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Package: taupatch
Title: Spatial Habitat Suitability Models for Zooplankton High-Abundance Patches
Version: 0.2.0
Authors@R:
person("Camille", "Ross", email = "camille.ross@maine.edu", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-1428-2294"))
Description: Builds monthly spatial habitat suitability models for high-abundance
patches ("tau-patches") of a zooplankton species, where a patch is defined by a
species-specific abundance threshold. Zooplankton station data is matched to
Copernicus Marine environmental covariates via the datamatch package, optionally
extended with covariates derived from the covariate grid - gradients, fronts,
lags, and flow diagnostics - via the derivoce package, classified against the
threshold, and modeled with a tidymodels workflow. Fitted models are
projected to monthly habitat suitability maps. Species, covariates, thresholds,
study area, and model settings are all driven by a YAML config rather than code
edits. Rebuilt from the biomod2-based pipeline of Ross et al. (2023).
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Depends:
R (>= 4.1)
Imports:
datamatch,
dplyr,
ggplot2,
parallel,
parsnip,
recipes,
rsample,
rlang,
readr,
sf,
terra,
tibble,
tune,
workflows,
yaml,
yardstick
Suggests:
derivoce,
fancyfx,
knitr,
leaflet,
ranger,
xgboost,
mgcv,
marmap,
patchwork,
rmarkdown,
shiny,
shinyFiles,
rnaturalearth,
testthat (>= 3.0.0),
withr
Remotes:
chross22/datamatch,
chross22/derivoce,
chross22/fancyfx
Config/testthat/edition: 3
VignetteBuilder: knitr
URL: https://github.com/chross22/taupatch, https://camilleross.org/taupatch/
BugReports: https://github.com/chross22/taupatch/issues
Config/roxygen2/version: 8.1.0