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_pkgdown.yml
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url: https://iiasa.github.io/ibis.iSDM/
development:
mode: auto
template:
bootstrap: 5
bootswatch: zephyr
bslib:
pkgdown-nav-height: 80px
opengraph:
twitter:
creator: "@Martin_Ecology"
site: "@IIASAVienna"
card: summary
home:
title: A R-package for Integrated Biodiversity distribution modelling
description: Help and tutorial for building integrated species distribution models.
sidebar:
structure: [links, citation, license, authors, dev]
links:
- text: Learn about contributing
href: articles/contributing.html
- text: IIASA BEC group
href: https://iiasa.ac.at/programs/biodiversity-and-natural-resources/biodiversity-ecology-and-conservation
navbar:
structure:
left: [home, intro, reference, articles, faq, contributing, news]
right: [search, github]
components:
articles:
text: Articles
menu:
- text: 1. Helper functions to prepare inputs
href: articles/01_data_preparationhelpers.html
- text: 2. Train a model
href: articles/02_train_simple_model.html
- text: 3. Integrate data
href: articles/03_integrate_data.html
- text: 4. Biodiversity projections
href: articles/04_biodiversity_projections.html
- text: 5. Simulating mechanisms
href: articles/05_mechanistic_estimation.html
- text: 6. Engine comparison
href: articles/06_engine_comparison.html
- text: 7. Other packages
href: articles/07_package_comparison.html
faq:
text: FAQ
href: articles/08_frequently-asked-questions.html
contributing:
text: Contributing
href: articles/contributing.html
reference:
- title: Setting up and train models
desc: >
Key functions for setting up species distribution models and adding information to them. Start with
distribution() and see articles examples on how to build a model from there. Also includes functions
to specify priors for a model.
contents:
- distribution
- has_keyword("priors")
- has_concept("priors")
- matches("Prior")
- priors
- pseudoabs_settings
- train
- title: Add or modify data and parameters
desc: >
Functions to add or modify data and parameters in a distribution object. These can be
used to add or remove biodiversity, covariates and priors in various forms.
contents:
- starts_with("add_")
- starts_with("set_")
- starts_with("sel_")
- starts_with("rm_")
- starts_with("get_")
- has_keyword("control")
- title: Engines
desc: >
Statistical models used for estimation of species distributions.
contents:
- starts_with("engine_")
- title: Create spatial-temporal projections
desc: >
After a model has been trained, the functions in here can be used to
create projections with scenario() objects. Constraints can be on such scenarios
to limit extrapolations.
contents:
- scenario
- project
- simulate_population_steps
- starts_with("add_constrain")
- has_keyword("scenarios")
- title: Model summary and validation
desc: Key functions to summarize, validate or extract information from trained models.
contents:
- plot
- bivplot
- nicheplot
- print
- summary
- coef
- validate
- similarity
- effects
- partial
- spartial
- partial_density
- limiting
- threshold
- ensemble
- ensemble_partial
- ensemble_spartial
- has_keyword("partial")
- title: Utility functions
desc: >
These functions are used by engines or spatial processing in the package. Most
of them are for internal use, but can be of use if input needs to be reformatted.
contents:
- posterior_predict_stanfit
- alignRasters
- emptyraster
- get_ngbvalue
- get_rastervalue
- predictor_transform
- predictor_derivate
- predictor_filter
- interpolate_gaps
- objects_size
- run_stan
- wrap_stanmodel
- sanitize_names
- get_data
- combine_formulas
- starts_with("stancode")
- starts_with("write_")
- starts_with("load_")
- has_keyword("utils")
- title: Class definitions and methods
desc: >
These pages document the package's internal data structures and functions
for manipulating them---they contain information that is really only
useful when adding new functionality to the package.
contents:
- BiodiversityDataset
- BiodiversityDatasetCollection
- BiodiversityDistribution
- BiodiversityScenario
- DistributionModel
- Engine
- Prior
- PriorList
- Settings
- PredictorDataset
- Log
- has_keyword("classes")
- title: Parallel processing
desc: >
Functions to enable or set up parallel processing
contents:
- ibis_future
- ibis_enable_parallel
- ibis_set_strategy
- ibis_set_threads
- run_parallel
- title: Miscellaneous functions
desc: >
Other functions only relevant for development
contents:
- as.Id
- is.Id
- check
- has_keyword("misc")
- print
- myLog
- modal
- new_id
- new_waiver
- ibis_options
- ibis_dependencies