Joint modelling of multi‐scale animal movement data using hierarchical hidden Markov models

Understanding the ontogeny of foraging behaviour: insights from combining marine predator bio-logging with satellite-derived oceanography in hidden Markov models

(2018) W. James Grecian et al.   Journal of the Royal Society Interface

Spline-based nonparametric inference in general state-switching models

(2018) Roland Langrock et al.   STATISTICA NEERLANDICA

Scaling marine fish movement behavior from individuals to populations

(2018) Christopher A. Griffiths et al.   Ecology and Evolution

Multi-scale Modeling of Animal Movement and General Behavior Data Using Hidden Markov Models with Hierarchical Structures

(2017) Vianey Leos-Barajas et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Selecting the Number of States in Hidden Markov Models: Pragmatic Solutions Illustrated Using Animal Movement

(2017) Jennifer Pohle et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

A hidden Markov movement model for rapidly identifying behavioral states from animal tracks

(2017) Kim Whoriskey et al.   Ecology and Evolution

Incorporating periodic variability in hidden Markov models for animal movement

(2017) Michael Li et al.   Movement Ecology

Analysis of animal accelerometer data using hidden Markov models

(2016) Vianey Leos-Barajas et al.   Methods in Ecology and Evolution

moveHMM: anRpackage for the statistical modelling of animal movement data using hidden Markov models

(2016) Théo Michelot et al.   Methods in Ecology and Evolution

State-space models’ dirty little secrets: even simple linear Gaussian models can have estimation problems

(2016) Marie Auger-Méthé et al.   Scientific Reports

Aquatic animal telemetry: A panoramic window into the underwater world

(2015) N. E. Hussey et al.   SCIENCE

Movement of Atlantic cod around the British Isles: implications for finer scale stock management

(2014) Francis C. Neat et al.   JOURNAL OF APPLIED ECOLOGY

Modeling the Diving Behavior of Whales: A Latent-Variable Approach with Feedback and Semi-Markovian Components

(2013) Roland Langrock et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

A general discrete-time modeling framework for animal movement using multistate random walks

(2012) Brett T. McClintock et al.   ECOLOGICAL MONOGRAPHS

Link between vertical and horizontal movement patterns of cod in the North Sea

(2009) VJ Hobson et al.   Aquatic Biology

New frontiers in biologging science

(2009) C. Rutz et al.   Biology Letters

Classifying movement behaviour in relation to environmental conditions using hidden Markov models

(2009) Toby A. Patterson et al.   JOURNAL OF ANIMAL ECOLOGY

Geolocation of North Sea cod (Gadus morhua) using hidden Markov models and behavioural switching

(2008) M. W. Pedersen et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

CONTINUOUS-TIME CORRELATED RANDOM WALK MODEL FOR ANIMAL TELEMETRY DATA

(2008) Devin S. Johnson et al.   ECOLOGY

Identification of animal movement patterns using tri-axial accelerometry

(2008) ELC Shepard et al.   Endangered Species Research