Do long-term camera trap sampling designs matter to estimate diel activity?

Effective long-term ecological monitoring (LTEM) is critical for monitoring wildlife activity, yet the consequences of the study design choices on its results are not well established. This study examines how camera trap sampling design influences activity estimates of roe deer and wild boar in Belgium’s National Park Hoge Kempen. We compared two three-year designs: a systematic-random (SYS) and a stratified-random (STRAT) design, differing in camera trap (CT) number, deployment duration, and number of sampled locations. While activity levels were largely consistent across designs, diel activity patterns varied significantly, especially among years. This suggests that the use of different sampling designs in LTEM is not the main driver of differences in activity estimations. Hence, even when different camera trap study designs are applied over time within a long-term monitoring project, wildlife activity patterns can be analysed over the entire study period without loss of validity.

Authors

Institutions

Publication Details

Journal
European Journal of Wildlife Research
Published
2025-10-24
DOI
https://doi.org/10.1007/s10344-025-02013-3
Citations
1
Primary Topic
Allergic Rhinitis and Sensitization
Type
article
Field-Weighted Citation Impact
1.62

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Do long-term camera trap sampling designs matter to estimate diel activity?

Natalie Beenaerts, Jim Casaer, Martijn Bollen, Siebe Indestege
1 citations
European Journal of Wildlife Research
Allergic Rhinitis and Sensitization
1.62
article

Do long-term camera trap sampling designs matter to estimate diel activity?

Natalie Beenaerts, Jim Casaer, Martijn Bollen, Siebe Indestege
article en
1 citations

Abstract

Effective long-term ecological monitoring (LTEM) is critical for monitoring wildlife activity, yet the consequences of the study design choices on its results are not well established. This study examines how camera trap sampling design influences activity estimates of roe deer and wild boar in Belgium’s National Park Hoge Kempen. We compared two three-year designs: a systematic-random (SYS) and a stratified-random (STRAT) design, differing in camera trap (CT) number, deployment duration, and number of sampled locations. While activity levels were largely consistent across designs, diel activity patterns varied significantly, especially among years. This suggests that the use of different sampling designs in LTEM is not the main driver of differences in activity estimations. Hence, even when different camera trap study designs are applied over time within a long-term monitoring project, wildlife activity patterns can be analysed over the entire study period without loss of validity.

European Journal of Wildlife ResearchVol. 71(6)
Research Institute for Nature and Forest (BE), Hasselt University (BE)
Agentschap voor Natuur en Bos, Fonds Wetenschappelijk Onderzoek, LifeWatch – Niclas Öberg Foundation, Universiteit Hasselt, Vlaamse regering
Openalex Percentile: Top 14%
Allergic Rhinitis and Sensitization
1.62
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.