Machine learning and deep learning—A review for ecologists

M Pichler, F Hartig - Methods in Ecology and Evolution, 2023 - Wiley Online Library
The popularity of machine learning (ML), deep learning (DL) and artificial intelligence (AI)
has risen sharply in recent years. Despite this spike in popularity, the inner workings of ML …

Towards the fully automated monitoring of ecological communities

M Besson, J Alison, K Bjerge, TE Gorochowski… - Ecology …, 2022 - Wiley Online Library
High‐resolution monitoring is fundamental to understand ecosystems dynamics in an era of
global change and biodiversity declines. While real‐time and automated monitoring of …

Broad‐scale applications of the Raspberry Pi: A review and guide for biologists

JW Jolles - Methods in Ecology and Evolution, 2021 - Wiley Online Library
The field of biology has seen tremendous technological progress in recent years, fuelled by
the exponential growth in processing power and high‐level computing, and the rise of global …

A comprehensive overview of technologies for species and habitat monitoring and conservation

JJ Lahoz-Monfort, MJL Magrath - BioScience, 2021 - academic.oup.com
The range of technologies currently used in biodiversity conservation is staggering, with
innovative uses often adopted from other disciplines and being trialed in the field. We …

Terrestrial passive acoustic monitoring: review and perspectives

LSM Sugai, TSF Silva, JW Ribeiro Jr, D Llusia - BioScience, 2019 - academic.oup.com
Passive acoustic monitoring (PAM) is quickly gaining ground in ecological research,
following global trends toward automated data collection and big data. Using unattended …

Impending extinction crisis of the world's primates: Why primates matter

A Estrada, PA Garber, AB Rylands, C Roos… - Science …, 2017 - science.org
Nonhuman primates, our closest biological relatives, play important roles in the livelihoods,
cultures, and religions of many societies and offer unique insights into human evolution …

Standards and best practices for monitoring and benchmarking insects

GA Montgomery, MW Belitz, RP Guralnick… - Frontiers in ecology …, 2021 - frontiersin.org
Benchmark studies of insect populations are increasingly relevant and needed amid
accelerating concern about insect trends in the Anthropocene. The growing recognition that …

[HTML][HTML] Why we must question the militarisation of conservation

R Duffy, F Massé, E Smidt, E Marijnen, B Büscher… - Biological …, 2019 - Elsevier
Concerns about poaching and trafficking have led conservationists to seek urgent
responses to tackle the impact on wildlife. One possible solution is the militarisation of …

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

AP Hill, P Prince, E Piña Covarrubias… - Methods in Ecology …, 2018 - Wiley Online Library
The cost, usability and power efficiency of available wildlife monitoring equipment currently
inhibits full ground‐level coverage of many natural systems. Developments over the last …

Artificial intelligence and automated monitoring for assisting conservation of marine ecosystems: A perspective

EM Ditria, CA Buelow, M Gonzalez-Rivero… - Frontiers in Marine …, 2022 - frontiersin.org
Conservation of marine ecosystems has been highlighted as a priority to ensure a
sustainable future. Effective management requires data collection over large spatio-temporal …