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The pitfalls of ignoring behaviour when quantifying habitat selection

https://doi.org/10.1111/ddi.12164
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Resource Selection by Animals : Statistical design and analysis for field studies
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Towards a behavioral ecology of ecological landscapes
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inferredcites →https://doi.org/10.1016/j.biocon.2009.08.008openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.biocon.2012.06.025openalex-snapshot
Functional connectivity within conservation networks: Delineating corridors for African elephants
inferredcites →https://doi.org/10.1016/j.biocon.2013.04.006openalex-snapshot
Incorporating mortality into habitat selection to identify secure and risky habitats for savannah elephants
inferredcites →https://doi.org/10.1016/j.jaridenv.2005.06.015openalex-snapshot
Elephants and low rainfall alter woody vegetation in Etosha National Park, Namibia
inferredcites →https://doi.org/10.1016/s0169-5347(99)01593-1openalex-snapshot
Relating populations to habitats using resource selection functions
inferredcites →https://doi.org/10.1016/s0304-3800(02)00200-4openalex-snapshot
Evaluating resource selection functions
inferredcites →https://doi.org/10.1017/s0030605308000483openalex-snapshot
Rules of habitat use by elephants Loxodonta africana in southern Africa: insights for regional management
inferredcites →https://doi.org/10.1046/j.1523-1739.1999.98035.xopenalex-snapshot
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Do elephants need to sweat?
inferredcites →https://doi.org/10.1080/09670877109413363openalex-snapshot
The International Centre for Tropical Agriculture (CIAT)
inferredcites →https://doi.org/10.1098/rspb.2005.3439openalex-snapshot
Mechanistic home range models capture spatial patterns and dynamics of coyote territories in Yellowstone
inferredcites →https://doi.org/10.1098/rstb.2010.0079openalex-snapshot
Correlation and studies of habitat selection: problem, red herring or opportunity?
inferredcites →https://doi.org/10.1098/rstb.2010.0083openalex-snapshot
The interpretation of habitat preference metrics under use–availability designs
inferredcites →https://doi.org/10.1098/rstb.2010.0095openalex-snapshot
Foraging theory upscaled: the behavioural ecology of herbivore movement
inferredcites →https://doi.org/10.1111/2041-210x.12026openalex-snapshot
The effectiveness of Bayesian state‐space models for estimating behavioural states from movement paths
inferredcites →https://doi.org/10.1111/j.0021-8901.2004.00905.xopenalex-snapshot
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inferredcites →https://doi.org/10.1111/j.0030-1299.2004.12976.xopenalex-snapshot
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inferredcites →https://doi.org/10.1111/j.1365-2664.2009.01686.xopenalex-snapshot
Use of resource selection functions to identify conservation corridors
inferredcites →https://doi.org/10.1111/j.1541-0420.2007.00943.xopenalex-snapshot
A General Framework for the Analysis of Animal Resource Selection from Telemetry Data
inferredcites →https://doi.org/10.1111/j.1600-0587.2012.07359.xopenalex-snapshot
Functional responses in the habitat selection of a generalist mega‐herbivore, the African savannah elephant
inferredcites →https://doi.org/10.1139/z03-080openalex-snapshot
Coyote foraging ecology and vigilance in response to gray wolf reintroduction in Yellowstone National Park
inferredcites →https://doi.org/10.1139/z10-115openalex-snapshot
Habitat selection and spatial relationships of black bears (Ursus americanus) with woodland caribou (Rangifer tarandus caribou) in northeastern Alberta
inferredcites →https://doi.org/10.1146/annurev.ecolsys.37.091305.110050openalex-snapshot
Corridors for Conservation: Integrating Pattern and Process
inferredcites →https://doi.org/10.1214/aos/1176344136openalex-snapshot
Estimating the Dimension of a Model
inferredcites →https://doi.org/10.1214/ss/1177011136openalex-snapshot
Inference from Iterative Simulation Using Multiple Sequences
inferredcites →https://doi.org/10.1644/09-mamm-a-392.1openalex-snapshot
Spatial distribution of lion kills determined by the water dependency of prey species
inferredcites →https://doi.org/10.1890/0012-9658(1998)079[1435:frihua]2.0.co;2openalex-snapshot
FUNCTIONAL RESPONSES IN HABITAT USE: AVAILABILITY INFLUENCES RELATIVE USE IN TRADE-OFF SITUATIONS
inferredcites →https://doi.org/10.1890/0012-9658(2006)87[3021:wdaeor]2.0.co;2openalex-snapshot
WEIGHTED DISTRIBUTIONS AND ESTIMATION OF RESOURCE SELECTION PROBABILITY FUNCTIONS
inferredcites →https://doi.org/10.1890/03-0269openalex-snapshot
EXTRACTING MORE OUT OF RELOCATION DATA: BUILDING MOVEMENT MODELS AS MIXTURES OF RANDOM WALKS
inferredcites →https://doi.org/10.1890/04-1852openalex-snapshot
ROBUST STATE–SPACE MODELING OF ANIMAL MOVEMENT DATA
inferredcites →https://doi.org/10.1890/06-0534openalex-snapshot
STATE–SPACE MODELS LINK ELK MOVEMENT PATTERNS TO LANDSCAPE CHARACTERISTICS IN YELLOWSTONE NATIONAL PARK
inferredcites →https://doi.org/10.1890/06-2107.1openalex-snapshot
MODELING LOGGERHEAD TURTLE MOVEMENT IN THE MEDITERRANEAN: IMPORTANCE OF BODY SIZE AND OCEANOGRAPHY
inferredcites →https://doi.org/10.1890/10-0751.1openalex-snapshot
Generalized functional responses for species distributions
inferredcites →https://doi.org/10.1890/11-0326.1openalex-snapshot
A general discrete‐time modeling framework for animal movement using multistate random walks
inferredcites →https://doi.org/10.2307/1913610openalex-snapshot
A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix
inferredcites →https://doi.org/10.2307/5247openalex-snapshot
Resource Selection by Animals: Statistical Design and Analysis for Field Studies
inferredcites →https://doi.org/10.32614/cran.package.resourceselectionopenalex-snapshot
ResourceSelection: Resource Selection (Probability) Functions for Use-Availability Data
inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot
R: A Language and Environment for Statistical Computing
inferredcites →https://doi.org/10.3386/t0055openalex-snapshot
A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix
inferredcites →https://doi.org/10.48550/arxiv.1004.2316openalex-snapshot
Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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An Open-Source, Environmentally Dynamic Machine Learning Framework for Behavior-Specific Insights into Jaguar (Panthera Onca) Movement in Mixed-Use Landscapes
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Human–Cougar interactions in the wildland–urban interface of Colorado's front range
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High interindividual variability in habitat selection and functional habitat relationships in European nightjars over a period of habitat change
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Resource selection at homesites by wolves and eastern coyotes in a Canis hybrid zone
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Behavior‐specific habitat selection by African lions may promote their persistence in a human‐dominated landscape
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A multistate L angevin diffusion for inferring behavior‐specific habitat selection and utilization distributions
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Time‐varying habitat selection analysis: A model and applications for studying diel, seasonal, and post‐release changes
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Effect of activity states on habitat selection by black‐tailed deer
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Behavior‐specific habitat selection by raccoons in the Prairie Pothole Region of Manitoba
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Land cover attributes affect the distribution of rooting damage by wild pigs ( Sus scrofa )
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Time series enable the characterization of small‐scale vegetation dynamics that influence fine‐scale animal behavior – an example from white storks' foraging behavior
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Linking microhabitat selection, range size, reproductive state, and behavioral state in greater sage‐grouse
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Felid bedrooms with a panoramic view: selection of resting sites by Eurasian lynx (Lynx lynx) in a karstic landscape
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Assessing differences in connectivity based on habitat versus movement models for brown bears in the Carpathians
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Eurasian lynx habitat selection in human-modified landscape in Norway: Effects of different human habitat modifications and behavioral states
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Climate change, grazing, and collecting accelerate habitat contraction in an endangered primate
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Considering behavioral state when predicting habitat use: Behavior-specific spatial models for the endangered Tasmanian wedge-tailed eagle
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Habitat selection interacts with social processes and spatial scale: Conservation implications for a lekking bird
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Risk avoidance during dispersal: Temporal and behavioral shifts in selection by non-resident eastern wolves (Canis c.f. lycaon)
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Open-source, environmentally dynamic machine learning models demonstrate behavior-dependent utilization of mixed-use landscapes by jaguars (Panthera onca)
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Adapting to change: A wetland-specialist carnivore's habitat selection in a human-dominated wetland
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To rest or to roam: Functional habitat use of an insectivorous bat species during active and resting behavior
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Development and validation of a spatially-explicit agent-based model for space utilization by African savanna elephants (Loxodonta africana) based on determinants of movement
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A probabilistic framework for behavioral identification from animal-borne accelerometers
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Specialist or generalist? It depends. Context-dependent habitat relationships provide insight into forest disturbance effects for a boreal bird species
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Spatial ecology of free-ranging domestic dogs in an agroecosystem and its implications for wildlife conservation
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Behavioral state resource selection in invasive wild pigs in the Southeastern United States
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Joint use of location and acceleration data reveals influences on transitions among habitats in wintering birds
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Towards a process-based biogeography of reindeer—scaling space, time, and organizational levels of space use
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Warm winters, hot moose: temperature drives activity and habitat trade-offs across a cold-adapted species’ range
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Spatial distribution of elephant populations and habitat characteristics in the Serbajadi-Lokop forest area of Aceh Indonesia
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Myotis Roost Use Is Influenced by Seasonal Thermal Needs
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Season of death, pathogen persistence and wildlife behaviour alter number of anthrax secondary infections from environmental reservoirs
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Towns and Trails Drive Carnivore Connectivity using a Step Selection Approach
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Flying In-formation: A computational method for the classification of host seeking mosquito flight patterns using path segmentation and unsupervised machine learning
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Flexible hidden Markov models for behaviour-dependent habitat selection
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Accounting for behaviour in fine‐scale habitat selection: A case study highlighting methodological intricacies
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Movement phases make a difference in habitat selection: Iberian lynx diversity of responses to human‐modified landscapes
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Does wildlife resource selection accurately inform corridor conservation?
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Characterizing wildlife behavioural responses to roads using integrated step selection analysis
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Uncovering behavioural states from animal activity and site fidelity patterns
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Characterising menotactic behaviours in movement data using hidden Markov models
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Lessons from integrating behaviour and resource selection: activity‐specific responses of A frican wild dogs to roads
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Predators and pastoralists: how anthropogenic pressures inside wildlife areas influence carnivore space use and movement behaviour
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Inference in MCMC step selection models
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Characterizing the landscape of movement to identify critical wildlife habitat and corridors
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Scale of inference: on the sensitivity of habitat models for wide‐ranging marine predators to the resolution of environmental data
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Combining animal movements and behavioural data to detect behavioural states
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Sex‐dependent habitat selection in a high‐density Little Bustard Tetrax tetrax population in southern France, and the implications for conservation
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Social, behavioural and temporal components of wolf (Canis lupus) responses to anthropogenic landscape features in the central Apennines, Italy
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Long‐Term Opportunistic Sightings Reveal Shifting Optimal Habitat Locations for Humpback Whales ( Megaptera novaeangliae ) in the Gulf of Maine
inferred← citeshttps://doi.org/10.1111/rec.12952openalex-snapshot
Mountain lions on the prairie: habitat selection by recolonizing mountain lions at the edge of their range
inferred← citeshttps://doi.org/10.1186/s12898-018-0205-9openalex-snapshot
Inter-individual consistency in habitat selection patterns and spatial range constraints of female little bustards during the non-breeding season
inferred← citeshttps://doi.org/10.1186/s40317-017-0125-zopenalex-snapshot
Remote monitoring of vigilance behavior in large herbivores using acceleration data
inferred← citeshttps://doi.org/10.1186/s40317-023-00343-0openalex-snapshot
Predicting moose behaviors from tri-axial accelerometer data using a supervised classification algorithm
inferred← citeshttps://doi.org/10.1186/s40317-024-00377-yopenalex-snapshot
Classification of African ground pangolin behaviour based on accelerometer readouts: validation of bio-logging methods
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Path segmentation for beginners: an overview of current methods for detecting changes in animal movement patterns
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Towards the restoration of the Mesoamerican Biological Corridor for large mammals in Panama: comparing multi-species occupancy to movement models
inferred← citeshttps://doi.org/10.1186/s40462-021-00258-6openalex-snapshot
Behaviour-specific habitat selection patterns of breeding barn owls
inferred← citeshttps://doi.org/10.1186/s40462-022-00324-7openalex-snapshot
Machine learned daily life history classification using low frequency tracking data and automated modelling pipelines: application to North American waterfowl
inferred← citeshttps://doi.org/10.1186/s40462-022-00331-8openalex-snapshot
A framework for integrating inferred movement behavior into disease risk models
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Flexible hidden Markov models for behaviour-dependent habitat selection
inferred← citeshttps://doi.org/10.1186/s40462-023-00401-5openalex-snapshot
Animal behaviour on the move: the use of auxiliary information and semi-supervision to improve behavioural inferences from Hidden Markov Models applied to GPS tracking datasets
inferred← citeshttps://doi.org/10.1186/s40462-023-00414-0openalex-snapshot
Individual variation in the habitat selection of upstream migrating fish near a barrier
inferred← citeshttps://doi.org/10.1186/s40462-024-00487-5openalex-snapshot
Fishers (Pekania pennanti) are forest structure specialists when resting and generalists when moving: behavior influences resource selection in a northern Rocky Mountain fisher population
inferred← citeshttps://doi.org/10.1186/s40462-024-00513-6openalex-snapshot
Travel specific resource selection by female Kodiak brown bears during the sockeye salmon spawning season
inferred← citeshttps://doi.org/10.1186/s40462-025-00610-0openalex-snapshot
Fast food: GPS tracking reveals behavior-specific habitat selection and cattle farm subsidies of three sympatric neotropical vulture species
inferred← citeshttps://doi.org/10.1186/s40462-026-00649-7openalex-snapshot
Specializing in order to generalize: fidelity to foraging areas is modulated by flexible fine-scale habitat use in Hudsonian Whimbrel (Numenius hudsonicus)
inferred← citeshttps://doi.org/10.1186/s40462-026-00676-4openalex-snapshot
Distance to central-place drives species-specific habitat selection in sympatric insectivorous birds
inferred← citeshttps://doi.org/10.1371/journal.pone.0162670openalex-snapshot
Marine Habitat Selection by Marbled Murrelets (Brachyramphus marmoratus) during the Breeding Season
inferred← citeshttps://doi.org/10.1371/journal.pone.0272538openalex-snapshot
Multi-mode movement decisions across widely ranging behavioral processes
inferred← citeshttps://doi.org/10.1371/journal.pone.0275791openalex-snapshot
Mapping potential connections between Southern Africa’s elephant populations
inferred← citeshttps://doi.org/10.1371/journal.pone.0286239openalex-snapshot
The applicability of human mobility scaling laws on animals—A Herring Gull case study
inferred← citeshttps://doi.org/10.1371/journal.pone.0309517openalex-snapshot
Multiphasic movement and step-selection patterns of dispersed tigers in the central Indian landscape
inferred← citeshttps://doi.org/10.21203/rs.3.rs-58909/v1openalex-snapshot
Connecting the Dots: Behavioral State Resource Selection in Wild Pigs in the Southeast United States
inferred← citeshttps://doi.org/10.2139/ssrn.5092687openalex-snapshot
Adapting to Change: A Wetland-Specialist Carnivore Selects Anthropogenic Features in a Human-Dominated Wetland
inferred← citeshttps://doi.org/10.24072/pcjournal.720openalex-snapshot
Revisiting the habitat selection of the Eurasian Woodcock in winter: insights from the Mediterranean region
inferred← citeshttps://doi.org/10.2527/jas.2014-8794openalex-snapshot
Cattle grazing in semiarid forestlands: Habitat selection during periods of drought1
inferred← citeshttps://doi.org/10.26686/wgtn.12510074openalex-snapshot
Effect of activity states on habitat selection by black-tailed deer
inferred← citeshttps://doi.org/10.26686/wgtn.12510074.v1openalex-snapshot
Effect of activity states on habitat selection by black-tailed deer
inferred← citeshttps://doi.org/10.26686/wgtn.17071991openalex-snapshot
Understanding spatial and temporal patterns in movement and habitat use of black-tailed deer in Northern California, USA
inferred← citeshttps://doi.org/10.26686/wgtn.17071991.v1openalex-snapshot
Understanding spatial and temporal patterns in movement and habitat use of black-tailed deer in Northern California, USA
inferred← citeshttps://doi.org/10.2981/wlb.00735openalex-snapshot
Seasonal habitat selection of cougars Puma concolor by sex and reproductive state in west‐central Alberta, Canada
inferred← citeshttps://doi.org/10.3354/meps12551openalex-snapshot
A matter of timing: how temporal scale selection influences cetacean ecological niche modelling
inferred← citeshttps://doi.org/10.3389/fcosc.2021.703906openalex-snapshot
Individual Variation in Temporal Dynamics of Post-release Habitat Selection
inferred← citeshttps://doi.org/10.3389/fevo.2023.1232704openalex-snapshot
Movement behavior, habitat selection, and functional responses to habitat availability among four species of wintering waterfowl in California
inferred← citeshttps://doi.org/10.53846/goediss-8622openalex-snapshot
Combining landscape genetics and movement ecology to assess functional connectivity for red deer (Cervus elaphus) in Schleswig-Holstein, Germany
inferred← citeshttps://doi.org/10.6084/m9.figshare.14462736openalex-snapshot
Additional file 1 of Behaviour-specific habitat selection patterns of breeding barn owls
inferred← citeshttps://doi.org/10.6084/m9.figshare.19778176openalex-snapshot
Additional file 1 of Machine learned daily life history classification using low frequency tracking data and automated modelling pipelines: application to North American waterfowl
inferred← citeshttps://doi.org/10.6084/m9.figshare.20367214openalex-snapshot
Additional file 1 of A framework for integrating inferred movement behavior into disease risk models
inferred← citeshttps://doi.org/10.6084/m9.figshare.20367217openalex-snapshot
Additional file 2 of A framework for integrating inferred movement behavior into disease risk models
inferred← citeshttps://doi.org/10.6084/m9.figshare.20367220openalex-snapshot
Additional file 3 of A framework for integrating inferred movement behavior into disease risk models
inferred← citeshttps://doi.org/10.6084/m9.figshare.23292134openalex-snapshot
Additional file 1 of Flexible hidden Markov models for behaviour-dependent habitat selection
inferred← citeshttps://doi.org/10.6084/m9.figshare.26353229openalex-snapshot
Additional file 1 of Classification of African ground pangolin behaviour based on accelerometer readouts: validation of bio-logging methods
inferred← citeshttps://doi.org/10.6084/m9.figshare.26353366openalex-snapshot
Additional file 2 of Classification of African ground pangolin behaviour based on accelerometer readouts: validation of bio-logging methods
inferred← citeshttps://doi.org/10.6084/m9.figshare.26606221openalex-snapshot
Additional file 1 of Animal behaviour on the move: the use of auxiliary information and semi-supervision to improve behavioural inferences from Hidden Markov Models applied to GPS tracking datasets
inferred← citeshttps://doi.org/10.6084/m9.figshare.26606224openalex-snapshot
Additional file 2 of Animal behaviour on the move: the use of auxiliary information and semi-supervision to improve behavioural inferences from Hidden Markov Models applied to GPS tracking datasets
inferred← citeshttps://doi.org/10.6084/m9.figshare.26606227openalex-snapshot
Additional file 3 of Animal behaviour on the move: the use of auxiliary information and semi-supervision to improve behavioural inferences from Hidden Markov Models applied to GPS tracking datasets
inferred← citeshttps://doi.org/10.6084/m9.figshare.26606230openalex-snapshot
Additional file 4 of Animal behaviour on the move: the use of auxiliary information and semi-supervision to improve behavioural inferences from Hidden Markov Models applied to GPS tracking datasets
inferred← citeshttps://doi.org/10.6084/m9.figshare.26606233openalex-snapshot
Additional file 5 of Animal behaviour on the move: the use of auxiliary information and semi-supervision to improve behavioural inferences from Hidden Markov Models applied to GPS tracking datasets
inferred← citeshttps://doi.org/10.6084/m9.figshare.26606236openalex-snapshot
Additional file 6 of Animal behaviour on the move: the use of auxiliary information and semi-supervision to improve behavioural inferences from Hidden Markov Models applied to GPS tracking datasets
inferred← citeshttps://doi.org/10.6084/m9.figshare.26606239openalex-snapshot
Additional file 7 of Animal behaviour on the move: the use of auxiliary information and semi-supervision to improve behavioural inferences from Hidden Markov Models applied to GPS tracking datasets
inferred← citeshttps://doi.org/10.6084/m9.figshare.26606242openalex-snapshot
Additional file 8 of Animal behaviour on the move: the use of auxiliary information and semi-supervision to improve behavioural inferences from Hidden Markov Models applied to GPS tracking datasets
inferred← citeshttps://doi.org/10.70675/6889e809zb8cfz4a10z9e30z2c893da13df5openalex-snapshot
To drink or not to drink? : the influence of resource availability on elephant foraging and habitat selection in a semi-arid savanna
inferred← citeshttps://doi.org/10.7287/peerj.504v0.1/reviews/1openalex-snapshot
Peer Review #1 of "Data-driven discovery of the spatial scales of habitat choice by elephants (v0.1)"
inferred← citeshttps://doi.org/10.7287/peerj.504v0.1/reviews/2openalex-snapshot
Peer Review #2 of "Data-driven discovery of the spatial scales of habitat choice by elephants (v0.1)"
inferred← citeshttps://doi.org/10.7717/peerj.16509openalex-snapshot
How to account for behavioral states in step-selection analysis: a model comparison
inferred← citeshttps://doi.org/10.7717/peerj.2244openalex-snapshot
Decoupling the response of an estuarine shrimp to architectural components of habitat structure
inferred← citeshttps://doi.org/10.7717/peerj.504openalex-snapshot
Data-driven discovery of the spatial scales of habitat choice by elephants
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.