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 …
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
Recent technological advances have permitted the collection of detailed animal location and
ancillary biotelemetry data that facilitate inference about animal movement and associated …
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
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 …
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 …
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; …
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 …
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 …
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
Background Characterizing the movement patterns of animals is an important step in
understanding their ecology. Various methods have been developed for classifying animal …
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 …
challenging and critically important to accurately estimating population dynamics. A number …
Velocity-based movement modeling for individual and population level inference
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 …
about the ecology of the animal, but an animal's movement and behavior are not typically …