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# Served from camilleross.org/taupatch/, not chross22.github.io: GitHub applies
# the user site's custom domain to every project page on the account. This must
# name where visitors actually land, or the canonical link, sitemap and og:url
# all point at a hostname nobody uses and search engines see two of each page.
url: https://camilleross.org/taupatch/
# NOT docs/. Several of these packages keep hand-written design notes and
# methods write-ups in docs/, tracked in git, and a pkgdown build would erase
# them. pkgdown refuses outright when it finds a docs/ it did not create; this
# names a directory that is unambiguously generated.
destination: pkgdown-site
template:
bootstrap: 5
light-switch: true
reference:
- title: Running a study
desc: >
A study is a config file plus data. Point-and-click through the Shiny
app or drive the same pipeline from YAML; both take the same route.
contents:
- compare_runs
- generate_config
- load_config
- pipeline_stages
- run_taupatch
- run_taupatch_app
- save_config
- single_stages
- title: Zooplankton data
desc: >
Reading plankton counts and getting them into one shape. A patch is
defined by a species-and-stage abundance threshold, so which stages a
column holds matters as much as the number in it.
contents:
- abundance_units
- available_species
- available_stages
- default_species_catalog
- format_zoop_data
- is_raw_export
- label_patch
- load_zoop_data
- measurement_columns
- raw_abundance_suffix
- species_catalog_from
- split_dates
- stage_suffix_pattern
- station_summary
- taxon_shorthand
- validate_columns
- zoop_taxa
- title: Covariates
desc: >
Fetching environmental fields and joining them to stations, including
the derived layers that come from derivoce.
contents:
- add_derivoce_covariates
- apply_prejoin_steps
- attach_covariates
- bathymetry_covariates
- climate_index_covariates
- copernicus_client
- copernicus_covariates
- covariate_grid
- covariate_info
- covariate_monthly_means
- covariate_transforms
- default_copernicus_datasets
- derivoce_choices
- derivoce_covariates
- derivoce_required_inputs
- derivoce_steps_for
- fetch_covariates
- generate_mock_covariates
- plot_covariate_annual
- plot_covariate_heatmap
- plot_covariate_map
- plot_covariate_seasonal
- prejoin_steps
- title: Fitting and projecting
desc: >
The models themselves, single or ensembled, and the projection of a
fitted model onto a new grid.
contents:
- ensemble_rules
- ensemble_settings
- fit_patch_ensemble
- fit_patch_model
- gam_bases
- gam_methods
- gam_smooth_terms
- glm_coefficients
- model_engine_fit
- model_types
- partial_effects
- power_curve
- print.taupatch_ensemble
- project_patch_model
- title: Uncertainty and validation
desc: >
What the model does not know. Novelty and overlap surfaces say where a
projection is extrapolating rather than interpolating.
contents:
- bootstrap_evaluation
- jackknife_covariates
- jackknife_dropped
- jackknife_settings
- novelty_surface
- thin_covariates
- uncertainty_settings
- title: Plots and output
desc: >
Figures for inspecting each stage, and the raster stack written at the
end.
contents:
- plot_calibration
- plot_gam_smooths
- plot_glm_coefficients
- plot_importance
- plot_partial_effects
- plot_pr_curve
- plot_projection
- plot_projection_uncertainty
- plot_roc_curve
- plot_station_map
- plot_station_series
- plot_threshold_performance
- projection_map
- write_suitability_stack
- title: Test fixtures
desc: >
Mock data, so an example or a test can run without a data extract.
contents:
- generate_mock_zoop_data