Package: ibis.insights 0.8

Martin Jung

ibis.insights: An R Implementation of the InSiGHTS Framework

Implements the InSiGHTS (Index of Habitat Availability) modelling framework for assessing how climate change and land-use change affect the availability of suitable habitat for species over time. The package refines binary range maps or probabilistic species distribution models (SDMs) with fractional land-use layers to produce area-of-habitat (AOH) estimates across present and future time steps. An optional temporal discount function accounts for habitat maturity, allowing newly established land cover to be weighted according to its effective ecological value. Output summaries express habitat availability as absolute area or as a relative index with respect to a user-defined reference year. The package is designed to work seamlessly with the ibis.iSDM package but can also accept any SpatRaster or stars object as range input.

Authors:Martin Jung [aut, cre]

ibis.insights_0.8.tar.gz
ibis.insights_0.8.zip(r-4.7)ibis.insights_0.8.zip(r-4.6)ibis.insights_0.8.zip(r-4.5)
ibis.insights_0.8.tgz(r-4.6-any)ibis.insights_0.8.tgz(r-4.5-any)
ibis.insights_0.8.tar.gz(r-4.7-any)ibis.insights_0.8.tar.gz(r-4.6-any)
ibis.insights_0.8.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
ibis.insights/json (API)
NEWS

# Install 'ibis.insights' in R:
install.packages('ibis.insights', repos = c('https://iiasa.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/iiasa/ibis.insights/issues

Pkgdown/docs site:https://iiasa.github.io

On CRAN:

Conda:

area-of-habitatbiodiversitybiodiversity-indicatorsiucnland-userange

3.30 score 1 stars 5 scripts 8 exports 74 dependencies

Last updated from:328f8ab5ab. Checks:7 NOTE, 2 OK. Indexed: yes.
A new build is currently in progress.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE235
source / vignettesOK255
linux-release-x86_64NOTE222
macos-release-arm64NOTE156
macos-oldrel-arm64NOTE140
windows-develNOTE185
windows-releaseNOTE228
windows-oldrelNOTE216
wasm-releaseOK143

Exports:align_temporalinsights_areainsights_discountinsights_fractioninsights_summaryrelChangerelChangeSymst_clamp

Dependencies:abindassertthatbackportsCFtimecheckmateclassclassIntclicodetoolscpp11DBIdigestdistributionaldoFuturedplyre1071farverFNNforeachfuturefuture.applygenericsgeodistggplot2globalsgluegtableibis.iSDMisobanditeratorsKernSmoothlabelinglatticelifecyclelistenvlubridatemagrittrMASSMatrixmatrixStatsncdf4ncmetanumDerivparallellypillarpkgconfigposteriorproxypurrrR6RColorBrewerRcpprlangRNetCDFs2S7scalessfstarsstringistringrtensorAterratibbletidyrtidyselecttimechangeunitsutf8uuidvctrsviridisLitewithrwk

General helper functions

Rendered fromgeneral-helper-functions.Rmdusingknitr::rmarkdownon Jun 06 2026.

Last update: 2026-06-06
Started: 2026-06-06

InSiGHTS functions

Rendered frominsights-functions.Rmdusingknitr::rmarkdownon Jun 06 2026.

Last update: 2026-06-06
Started: 2026-06-06

Readme and manuals

Help Manual

Help pageTopics
Harmonize and align temporal raster layersalign_temporal align_temporal,ANY,ANY-method align_temporal,SpatRaster,SpatRaster-method align_temporal,stars,stars-method
Recreate a derivative variable based on their rangecreate_derivate_range
Apply InSiGHTS with continuous areal land-use datainsights_area insights_area,ANY,ANY-method insights_area,SpatRaster,SpatRaster-method insights_area,SpatRaster,stars-method insights_area,stars,SpatRaster-method insights_area,stars,stars-method
Apply temporal discount to land-use layers based on an age variableinsights_discount insights_discount,SpatRaster,SpatRaster-method insights_discount,SpatRaster,stars-method insights_discount,stars,SpatRaster-method insights_discount,stars,stars-method
Apply InSiGHTS with fractional land-use datainsights_fraction insights_fraction,ANY,ANY-method insights_fraction,SpatRaster,SpatRaster-method insights_fraction,SpatRaster,stars-method insights_fraction,stars,SpatRaster-method insights_fraction,stars,stars-method
Summarize inSiGHTS into an indexinsights_summary insights_summary,SpatRaster-method insights_summary,stars-method
Relative change functionrelChange
Symmetric relative difference functionrelChangeSym
Clamp raster values to specific boundsst_clamp