Ecology in the age of automation

Robust ecological analysis of camera trap data labelled by a machine learning model

(2021) Robin C. Whytock et al.   Methods in Ecology and Evolution

Where is Natural History in Ecological, Evolutionary, and Behavioral Science?

(2020) Joseph Travis   AMERICAN NATURALIST

Characterizing soundscapes across diverse ecosystems using a universal acoustic feature set

(2020) Sarab S. Sethi et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Pervasive human-driven decline of life on Earth points to the need for transformative change

(2019) Sandra Díaz et al.   SCIENCE

Iterative near-term ecological forecasting: Needs, opportunities, and challenges

(2018) Michael C. Dietze et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

AudioMoth: Evaluation of a smart open acoustic device for monitoring biodiversity and the environment

(2018) Andrew P. Hill et al.   Methods in Ecology and Evolution

Lab-on-a-Chip Technology for Environmental Monitoring of Microorganisms

(2018) Bidhan Chandra Dhar et al.   BioChip Journal

Edge Computing: Vision and Challenges

(2016) Weisong Shi et al.   IEEE Internet of Things Journal

Deep learning

(2015) Yann LeCun et al.   NATURE

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Biodiversity loss and its impact on humanity

(2012) Bradley J. Cardinale et al.   NATURE

The Internet of Things: A survey

(2010) Luigi Atzori et al.   Computer Networks

A continental strategy for the National Ecological Observatory Network

(2008) Michael Keller et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT