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 …
Optimizing the use of biologgers for movement ecology research
The paradigm‐changing opportunities of biologging sensors for ecological research,
especially movement ecology, are vast, but the crucial questions of how best to match the …
especially movement ecology, are vast, but the crucial questions of how best to match the …
moveHMM: an R package for the statistical modelling of animal movement data using hidden Markov models
T Michelot, R Langrock… - Methods in Ecology and …, 2016 - Wiley Online Library
Due to the substantial progress in tracking technology, recent years have seen an explosion
in the amount of movement data being collected. This has led to a huge demand for …
in the amount of movement data being collected. This has led to a huge demand for …
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 …
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 …
What is the animal doing? Tools for exploring behavioural structure in animal movements
Movement data provide a window–often our only window–into the cognitive, social and
biological processes that underlie the behavioural ecology of animals in the wild. Robust …
biological processes that underlie the behavioural ecology of animals in the wild. Robust …
[HTML][HTML] Beyond simple laboratory studies: developing sophisticated models to study rich behavior
Psychology and neuroscience are concerned with the study of behavior, of internal cognitive
processes, and their neural foundations. However, most laboratory studies use constrained …
processes, and their neural foundations. However, most laboratory studies use constrained …
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 …
Navigating through the r packages for movement
R Joo, ME Boone, TA Clay, SC Patrick… - Journal of Animal …, 2020 - Wiley Online Library
The advent of miniaturized biologging devices has provided ecologists with unprecedented
opportunities to record animal movement across scales, and led to the collection of ever …
opportunities to record animal movement across scales, and led to the collection of ever …