An evaluation of platforms for processing camera‐trap data using artificial intelligence

J Vélez, W McShea, H Shamon… - Methods in Ecology …, 2023 - Wiley Online Library
Camera traps have quickly transformed the way in which many ecologists study the
distribution of wildlife species, their activity patterns and interactions among members of the …

Modelling of species distributions, range dynamics and communities under imperfect detection: advances, challenges and opportunities

G Guillera‐Arroita - Ecography, 2017 - Wiley Online Library
Building useful models of species distributions requires attention to several important issues,
one being imperfect detection of species. Data sets of species detections are likely to suffer …

camtrapR: an R package for efficient camera trap data management

J Niedballa, R Sollmann, A Courtiol… - Methods in Ecology …, 2016 - Wiley Online Library
Camera trapping is a widely applied method to study mammalian biodiversity and is still
gaining popularity. It can quickly generate large amounts of data which need to be managed …

The unmarked R package: Twelve years of advances in occurrence and abundance modelling in ecology

KF Kellner, AD Smith, JA Royle, M Kéry… - Methods in Ecology …, 2023 - Wiley Online Library
Species distribution models (SDMs) are widely applied to understand the processes
governing spatial and temporal variation in species abundance and distribution but often do …

spOccupancy: An R package for single‐species, multi‐species, and integrated spatial occupancy models

JW Doser, AO Finley, M Kéry… - Methods in Ecology and …, 2022 - Wiley Online Library
Occupancy modelling is a common approach to assess species distribution patterns, while
explicitly accounting for false absences in detection–nondetection data. Numerous …

Unmarked: an R package for fitting hierarchical models of wildlife occurrence and abundance

I Fiske, R Chandler - Journal of statistical software, 2011 - jstatsoft.org
Ecological research uses data collection techniques that are prone to substantial and
unique types of measurement error to address scientific questions about species abundance …

[PDF][PDF] " Which camera trap type and how many do I need?" A review of camera features and study designs for a range of wildlife research applications.

F Rovero, F Zimmermann, D Berzi, P Meek - Hystrix, 2013 - italian-journal-of-mammalogy.it
Automatically triggered cameras taking photographs or videos of passing animals (camera
traps) have emerged over the last decade as one of the most powerful tool for wildlife …

Uncovering ecological state dynamics with hidden Markov models

BT McClintock, R Langrock, O Gimenez, E Cam… - Ecology …, 2020 - Wiley Online Library
Ecological systems can often be characterised by changes among a finite set of underlying
states pertaining to individuals, populations, communities or entire ecosystems through time …

ubms: An R package for fitting hierarchical occupancy and N‐mixture abundance models in a Bayesian framework

KF Kellner, NL Fowler, TR Petroelje… - Methods in Ecology …, 2022 - Wiley Online Library
Obtaining unbiased estimates of wildlife distribution and abundance is an important
objective in research and management. Occupancy and N‐mixture abundance models …

Is your ad hoc model selection strategy affecting your multimodel inference?

DJ Morin, CB Yackulic, JE Diffendorfer… - …, 2020 - Wiley Online Library
Ecologists routinely fit complex models with multiple parameters of interest, where hundreds
or more competing models are plausible. To limit the number of fitted models, ecologists …