Joint estimation over multiple individuals improves behavioural state inference from animal movement data

I Jonsen - Scientific reports, 2016 - nature.com
State-space models provide a powerful way to scale up inference of movement behaviours
from individuals to populations when the inference is made across multiple individuals …

Combining individual animal movement and ancillary biotelemetry data to investigate population‐level activity budgets

BT McClintock, DJF Russell, J Matthiopoulos, R King - Ecology, 2013 - Wiley Online Library
Recent technological advances have permitted the collection of detailed animal location and
ancillary biotelemetry data that facilitate inference about animal movement and associated …

The effectiveness of Bayesian state‐space models for estimating behavioural states from movement paths

HL Beyer, JM Morales, D Murray… - Methods in Ecology and …, 2013 - Wiley Online Library
Bayesian state‐space movement models have been proposed as a method of inferring
behavioural states from movement paths (Morales et al. 2004), thereby providing insight into …

[HTML][HTML] Machine learning for inferring animal behavior from location and movement data

G Wang - Ecological informatics, 2019 - Elsevier
Movement ecology has rapidly advanced owing to recent developments of animal-attached
devices and wide applications of sophisticated statistical and machine learning techniques …

Exact B ayesian inference for animal movement in continuous time

PG Blackwell, M Niu, MS Lambert… - Methods in Ecology …, 2016 - Wiley Online Library
It is natural to regard most animal movement as a continuous‐time process, generally
observed at discrete times. Most existing statistical methods for movement data ignore this; …

Robust state–space modeling of animal movement data

ID Jonsen, JM Flemming, RA Myers - Ecology, 2005 - Wiley Online Library
Remotely sensed tracking data collected on animal movement is vastly underutilized due to
a lack of statistical tools for appropriate analysis. Features of such data that make analysis …

State–space models of individual animal movement

TA Patterson, L Thomas, C Wilcox… - Trends in ecology & …, 2008 - cell.com
Detailed observation of the movement of individual animals offers the potential to
understand spatial population processes as the ultimate consequence of individual …

Flexible characterization of animal movement pattern using net squared displacement and a latent state model

G Bastille-Rousseau, JR Potts, CB Yackulic, JL Frair… - Movement ecology, 2016 - Springer
Background Characterizing the movement patterns of animals is an important step in
understanding their ecology. Various methods have been developed for classifying animal …

Evaluating the performance of individual-based animal movement models in novel environments

KS Watkins, KA Rose - Ecological modelling, 2013 - Elsevier
Simulating animal movement in spatially explicit individual-based models (IBMs) is both
challenging and critically important to accurately estimating population dynamics. A number …

Velocity-based movement modeling for individual and population level inference

EM Hanks, MB Hooten, DS Johnson, JT Sterling - PLoS One, 2011 - journals.plos.org
Understanding animal movement and resource selection provides important information
about the ecology of the animal, but an animal's movement and behavior are not typically …