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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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Outgoing claims: the papers this work cites, builds on, or argues with.
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Biological corridors and connectivity
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Jaguar movement database: a GPS‐based movement dataset of an apex predator in the Neotropics
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Deforestation and cattle expansion in the Paraguayan Chaco 1987–2012
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Movement behavior explains genetic differentiation in American black bears
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Sensitivity of landscape resistance estimates based on point selection functions to scale and behavioral state: pumas as a case study
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A multi-scale assessment of population connectivity in African lions (Panthera leo) in response to landscape change
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A Systematic Review of Hidden Markov Models and Their Applications
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Sex matters: Modeling male and female habitat differences for jaguar conservation
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Understanding species persistence for defining conservation actions: A management landscape for jaguars in the Atlantic Forest
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Multi-scale path-level analysis of jaguar habitat use in the Pantanal ecosystem
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Machine learning for inferring animal behavior from location and movement data
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Dynamic World, Near real-time global 10 m land use land cover mapping
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Spatial ecology of Paraguay’s last remaining Atlantic forest Jaguars ( Panthera onca ): implications for their long-term survival
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Land-cover change in the Paraguayan Chaco: 2000–2011
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Machine Learning Methods Without Tears: A Primer for Ecologists
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The devil is in the dispersers: predictions of landscape connectivity change with demography
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Does wildlife resource selection accurately inform corridor conservation?
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Integrating research using animal‐borne telemetry with the needs of conservation management
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The pitfalls of ignoring behaviour when quantifying habitat selection
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Habitat loss and overhunting synergistically drive the extirpation of jaguars from the Gran Chaco
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Modelling species presence‐only data with random forests
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Use of resource selection functions to identify conservation corridors
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The effect of habitat fragmentation on the genetic structure of a top predator: loss of diversity and high differentiation among remnant populations of Atlantic Forest jaguars ( Panthera onca )
inferredcites →https://doi.org/10.1111/j.1469-1795.2010.00406.xopenalex-extracted
Jaguars on the move: modeling movement to mitigate fragmentation from road expansion in the Mayan Forest
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Ecology and behaviour of the Jaguar (Panthers onca) in Belize, Central America
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Differential impact of landscape transformation on pumas ( Puma concolor ) and jaguars ( Panthera onca ) in the Upper Paraná Atlantic Forest
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Selecting pseudo‐absences for species distribution models: how, where and how many?
inferredcites →https://doi.org/10.1126/science.1197962openalex-extracted
Challenges and Opportunities of Open Data in Ecology
inferredcites →https://doi.org/10.1186/s40462-015-0030-0openalex-extracted
Movement, resting, and attack behaviors of wild pumas are revealed by tri-axial accelerometer measurements
inferredcites →https://doi.org/10.1186/s40462-019-0166-4openalex-extracted
Black bears alter movements in response to anthropogenic features with time of day and season
inferredcites →https://doi.org/10.1186/s40462-021-00243-zopenalex-extracted
Hidden Markov models identify major movement modes in accelerometer and magnetometer data from four albatross species
inferredcites →https://doi.org/10.1371/journal.pone.0194719openalex-extracted
Estimating large carnivore populations at global scale based on spatial predictions of density and distribution – Application to the jaguar (Panthera onca)
inferredcites →https://doi.org/10.1371/journal.pone.0196213openalex-extracted
Prioritizing core areas, corridors and conflict hotspots for lion conservation in southern Africa
inferredcites →https://doi.org/10.1371/journal.pone.0235750openalex-extracted
Machine learning for modeling animal movement
inferredcites →https://doi.org/10.1590/s1984-46702013000400003openalex-extracted
Selection of habitat by the jaguar, Panthera onca (Carnivora: Felidae), in the upper Paraná River, Brazil
inferredcites →https://doi.org/10.1890/03-0269openalex-extracted
EXTRACTING MORE OUT OF RELOCATION DATA: BUILDING MOVEMENT MODELS AS MIXTURES OF RANDOM WALKS
inferredcites →https://doi.org/10.1890/07-0539.1openalex-extracted
RANDOM FORESTS FOR CLASSIFICATION IN ECOLOGY
inferredcites →https://doi.org/10.1890/11-2241.1openalex-extracted
Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions
inferredcites →https://doi.org/10.1890/13-1793.1openalex-extracted
Movements vary according to dispersal stage, group size, and rainfall: the case of the African lion
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Structural habitat predicts functional dispersal habitat of a large carnivore: how leopards change spots
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INFLUENCE OF VEGETATION, TOPOGRAPHY, AND ROADS ON COUGAR MOVEMENT IN SOUTHERN CALIFORNIA
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Hidden Markov and other Models for Discrete-Valued Time Series.
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Home-Range and Habitat Selection by Adult Cougars in Southern California
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pdp: An R Package for Constructing Partial Dependence Plots
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Tracking the Conservation Promise of Movement Ecology
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Supporting Adaptive Connectivity in Dynamic Landscapes
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Understanding the Importance of Dynamic Landscape Connectivity
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A decade of movement ecology
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