A comparison of deep learning and citizen science techniques for counting wildlife in aerial survey images

Counteracting estimation bias and social influence to improve the wisdom of crowds

(2018) Albert B. Kao et al.   Journal of the Royal Society Interface

An approach for using off-the-shelf object-based image analysis software to detect and count birds in large volumes of aerial imagery

(2018) Dominique Chabot et al.   Avian Conservation and Ecology

trackdem : Automated particle tracking to obtain population counts and size distributions from videos in r

(2018) Marjolein Bruijning et al.   Methods in Ecology and Evolution

Bat detective—Deep learning tools for bat acoustic signal detection

(2018) Oisin Mac Aodha et al.   PLoS Computational Biology

A computer vision for animal ecology

(2017) Ben G. Weinstein   JOURNAL OF ANIMAL ECOLOGY

Annual mass drownings of the Serengeti wildebeest migration influence nutrient cycling and storage in the Mara River

(2017) Amanda L. Subalusky et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Detecting animals in African Savanna with UAVs and the crowds

(2017) Nicolas Rey et al.   REMOTE SENSING OF ENVIRONMENT

Automatic Counting of Large Mammals from Very High Resolution Panchromatic Satellite Imagery

(2017) Yifei Xue et al.   Remote Sensing

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

(2016) Alexandra Swanson et al.   CONSERVATION BIOLOGY

Assessing data quality in citizen science

(2016) Margaret Kosmala et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Assessing Rotation-Invariant Feature Classification for Automated Wildebeest Population Counts

(2016) Colin J. Torney et al.   PLoS One

Crowd science user contribution patterns and their implications

(2015) Henry Sauermann et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Spotting East African Mammals in Open Savannah from Space

(2015) Zheng Yang et al.   PLoS One

Automated image-based tracking and its application in ecology

(2014) Anthony I. Dell et al.   TRENDS IN ECOLOGY & EVOLUTION

The Protein-Folding Problem, 50 Years On

(2012) K. A. Dill et al.   SCIENCE

Predicted Impact of Barriers to Migration on the Serengeti Wildebeest Population

(2011) Ricardo M. Holdo et al.   PLoS One

Conserving a moving target: planning protection for a migratory species as its distribution changes

(2010) Navinder J. Singh et al.   JOURNAL OF APPLIED ECOLOGY

Road will ruin Serengeti

(2010) Andrew P. Dobson et al.   NATURE

Global decline in aggregated migrations of large terrestrial mammals

(2009) G Harris et al.   Endangered Species Research

Galaxy Zoo: morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey★

(2008) Chris J. Lintott et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Going, Going, Gone: Is Animal Migration Disappearing

(2008) David S Wilcove et al.   PLOS BIOLOGY