Deep time-series clustering: A review

A Alqahtani, M Ali, X **e, MW Jones - Electronics, 2021 - mdpi.com
We present a comprehensive, detailed review of time-series data analysis, with emphasis on
deep time-series clustering (DTSC), and a case study in the context of movement behavior …

Using tri-axial acceleration data to identify behavioral modes of free-ranging animals: general concepts and tools illustrated for griffon vultures

R Nathan, O Spiegel, S Fortmann-Roe… - Journal of …, 2012 - journals.biologists.com
Integrating biomechanics, behavior and ecology requires a mechanistic understanding of
the processes producing the movement of animals. This calls for contemporaneous …

Optimizing the use of biologgers for movement ecology research

HJ Williams, LA Taylor, S Benhamou… - Journal of Animal …, 2020 - Wiley Online Library
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 …

Quantifying levels of animal activity using camera trap data

JM Rowcliffe, R Kays, B Kranstauber… - Methods in ecology …, 2014 - Wiley Online Library
Activity level (the proportion of time that animals spend active) is a behavioural and
ecological metric that can provide an indicator of energetics, foraging effort and exposure to …

[BUCH][B] Animal movement: statistical models for telemetry data

MB Hooten, DS Johnson, BT McClintock, JM Morales - 2017 - taylorfrancis.com
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 …

Estimates for energy expenditure in free‐living animals using acceleration proxies: A reappraisal

RP Wilson, L Börger, MD Holton… - Journal of Animal …, 2020 - Wiley Online Library
It is fundamentally important for many animal ecologists to quantify the costs of animal
activities, although it is not straightforward to do so. The recording of triaxial acceleration by …

[BUCH][B] Measuring behaviour: an introductory guide

M Bateson, P Martin - 2021 - books.google.com
Measuring Behaviour is the established go-to text for anyone interested in scientific methods
for studying the behaviour of animals or humans. It is widely used by students, teachers and …

Observing the unwatchable through acceleration logging of animal behavior

DD Brown, R Kays, M Wikelski, R Wilson… - Animal Biotelemetry, 2013 - Springer
Behavior is an important mechanism of evolution and it is paid for through energy
expenditure. Nevertheless, field biologists can rarely observe animals for more than a …

Classification of behaviour in housed dairy cows using an accelerometer-based activity monitoring system

JA Vázquez Diosdado, ZE Barker, HR Hodges… - Animal …, 2015 - Springer
Background Advances in bio-telemetry technology have made it possible to automatically
monitor and classify behavioural activities in many animals, including domesticated species …

Tracking animals in freshwater with electronic tags: past, present and future

SJ Cooke, JD Midwood, JD Thiem, P Klimley… - Animal …, 2013 - Springer
Considerable technical developments over the past half century have enabled widespread
application of electronic tags to the study of animals in the wild, including in freshwater …