A guide to state–space modeling of ecological time series
M Auger‐Méthé, K Newman, D Cole… - Ecological …, 2021 - Wiley Online Library
State–space models (SSMs) are an important modeling framework for analyzing ecological
time series. These hierarchical models are commonly used to model population dynamics …
time series. These hierarchical models are commonly used to model population dynamics …
Hidden Markov models: Pitfalls and opportunities in ecology
R Glennie, T Adam, V Leos‐Barajas… - Methods in Ecology …, 2023 - Wiley Online Library
Abstract Hidden Markov models (HMMs) and their extensions are attractive methods for
analysing ecological data where noisy, multivariate measurements are made of a hidden …
analysing ecological data where noisy, multivariate measurements are made of a hidden …
momentuHMM: R package for generalized hidden Markov models of animal movement
BT McClintock, T Michelot - Methods in Ecology and Evolution, 2018 - Wiley Online Library
Discrete‐time hidden Markov models (HMMs) have become an immensely popular tool for
inferring latent animal behaviours from telemetry data. While movement HMMs typically rely …
inferring latent animal behaviours from telemetry data. While movement HMMs typically rely …
[图书][B] Animal movement: statistical models for telemetry data
The study of animal movement has always been a key element in ecological science,
because it is inherently linked to critical processes that scale from individuals to populations …
because it is inherently linked to critical processes that scale from individuals to populations …
[HTML][HTML] Path segmentation for beginners: an overview of current methods for detecting changes in animal movement patterns
Increased availability of high-resolution movement data has led to the development of
numerous methods for studying changes in animal movement behavior. Path segmentation …
numerous methods for studying changes in animal movement behavior. Path segmentation …
[HTML][HTML] Animal-borne telemetry: an integral component of the ocean observing toolkit
R Harcourt, AMM Sequeira, X Zhang… - Frontiers in Marine …, 2019 - frontiersin.org
Animal telemetry is a powerful tool for observing marine animals and the physical
environments that they inhabit, from coastal and continental shelf ecosystems to polar seas …
environments that they inhabit, from coastal and continental shelf ecosystems to polar seas …
Statistical modelling of individual animal movement: an overview of key methods and a discussion of practical challenges
TA Patterson, A Parton, R Langrock… - AStA Advances in …, 2017 - Springer
With the influx of complex and detailed tracking data gathered from electronic tracking
devices, the analysis of animal movement data has recently emerged as a cottage industry …
devices, the analysis of animal movement data has recently emerged as a cottage industry …
[HTML][HTML] A continuous-time state-space model for rapid quality control of argos locations from animal-borne tags
Background State-space models are important tools for quality control and analysis of error-
prone animal movement data. The near real-time (within 24 h) capability of the Argos …
prone animal movement data. The near real-time (within 24 h) capability of the Argos …
Liberating Lévy walk research from the shackles of optimal foraging
A Reynolds - Physics of life reviews, 2015 - Elsevier
There is now compelling evidence that many organisms have movement patterns that can
be described as Lévy walks, or Lévy flights. Lévy movement patterns have been identified in …
be described as Lévy walks, or Lévy flights. Lévy movement patterns have been identified in …
Defining an epidemiological landscape that connects movement ecology to pathogen transmission and pace‐of‐life
Pathogen transmission depends on host density, mobility and contact. These components
emerge from host and pathogen movements that themselves arise through interactions with …
emerge from host and pathogen movements that themselves arise through interactions with …