Design patterns for wildlife‐related camera trap image analysis

Animal Scanner: Software for classifying humans, animals, and empty frames in camera trap images

(2019) Hayder Yousif et al.   Ecology and Evolution

Advances in phenology are conserved across scale in present and future climates

(2019) David N. Laskin et al.   Nature Climate Change

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

(2018) Mohammad Sadegh Norouzzadeh et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Winter color polymorphisms identify global hot spots for evolutionary rescue from climate change

(2018) L. Scott Mills et al.   SCIENCE

Software to facilitate and streamline camera trap data management: A review

(2018) Stuart Young et al.   Ecology and Evolution

Machine learning to classify animal species in camera trap images: Applications in ecology

(2018) Michael A. Tabak et al.   Methods in Ecology and Evolution

Generalized spatial mark-resight models with an application to grizzly bears

(2017) Jesse Whittington et al.   JOURNAL OF APPLIED ECOLOGY

The influence of human disturbance on occupancy and activity patterns of mammals in the Italian Alps from systematic camera trapping

(2017) Valentina Oberosler et al.   MAMMALIAN BIOLOGY

A comparison of camera trap and permanent recording video camera efficiency in wildlife underpasses

(2017) Jonathan Jumeau et al.   Ecology and Evolution

A railway increases the abundance and accelerates the phenology of bear-attracting plants in a forested, mountain park

(2017) Sonya Z. Pollock et al.   Ecosphere

Assessing the efficacy of camera trapping as a tool for increasing detection rates of wildlife crime in tropical protected areas

(2016) Abu Naser Mohsin Hossain et al.   BIOLOGICAL CONSERVATION

A generalized approach for producing, quantifying, and validating citizen science data from wildlife images

(2016) Alexandra Swanson et al.   CONSERVATION BIOLOGY

Scaling-up camera traps: monitoring the planet's biodiversity with networks of remote sensors

(2016) Robin Steenweg et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

trapper: an open source web-based application to manage camera trapping projects

(2016) Jakub W. Bubnicki et al.   Methods in Ecology and Evolution

Piloting a Non-Invasive Genetic Sampling Method for Evaluating Population-Level Benefits of Wildlife Crossing Structures

(2016) Anthony P. Clevenger et al.   ECOLOGY AND SOCIETY

A Tool Supporting the Extraction of Angling Effort Data from Remote Camera Images

(2015) Saul Greenberg et al.   FISHERIES

Spatiotemporal hierarchical modelling of species richness and occupancy using camera trap data

(2015) Mathias W. Tobler et al.   JOURNAL OF APPLIED ECOLOGY

REVIEW: Wildlife camera trapping: a review and recommendations for linking surveys to ecological processes

(2015) A. Cole Burton et al.   JOURNAL OF APPLIED ECOLOGY

CpwPhoto Warehouse: a custom database to facilitate archiving, identifying, summarizing and managing photo data collected from camera traps

(2015) Jacob S. Ivan et al.   Methods in Ecology and Evolution

Snapshot Serengeti, high-frequency annotated camera trap images of 40 mammalian species in an African savanna

(2015) Alexandra Swanson et al.   Scientific Data

Evaluation of Trail-Cameras for Analyzing the Diet of Nesting Raptors Using the Northern Goshawk as a Model

(2015) Gonzalo García-Salgado et al.   PLoS One

Software for minimalistic data management in large camera trap studies

(2014) Yathin S. Krishnappa et al.   Ecological Informatics

Turkey Vulture Breeding Behavior Studied with Trail Cameras

(2013) Chloë E. Rollack et al.   JOURNAL OF RAPTOR RESEARCH

Monitoring the Status and Trends of Tropical Forest Terrestrial Vertebrate Communities from Camera Trap Data: A Tool for Conservation

(2013) Jorge A. Ahumada et al.   PLoS One

Surveys using camera traps: are we looking to a brighter future?

(2008) J. M. Rowcliffe et al.   ANIMAL CONSERVATION