Computational bioacoustics with deep learning: a review and roadmap

D Stowell - PeerJ, 2022 - peerj.com
Animal vocalisations and natural soundscapes are fascinating objects of study, and contain
valuable evidence about animal behaviours, populations and ecosystems. They are studied …

[HTML][HTML] Solutions for humanity on how to conserve insects

MJ Samways, PS Barton, K Birkhofer, F Chichorro… - Biological …, 2020 - Elsevier
The fate of humans and insects intertwine, especially through the medium of plants. Global
environmental change, including land transformation and contamination, is causing …

Insect decline in the Anthropocene: Death by a thousand cuts

DL Wagner, EM Grames, ML Forister… - Proceedings of the …, 2021 - pnas.org
Nature is under siege. In the last 10,000 y the human population has grown from 1 million to
7.8 billion. Much of Earth's arable lands are already in agriculture (1), millions of acres of …

Mutilation of the tree of life via mass extinction of animal genera

G Ceballos, PR Ehrlich - Proceedings of the National Academy of …, 2023 - pnas.org
Mass extinctions during the past 500 million y rapidly removed branches from the
phylogenetic tree of life and required millions of years for evolution to generate functional …

Deep learning and computer vision will transform entomology

TT Høye, J Ärje, K Bjerge, OLP Hansen… - Proceedings of the …, 2021 - pnas.org
Most animal species on Earth are insects, and recent reports suggest that their abundance is
in drastic decline. Although these reports come from a wide range of insect taxa and regions …

Interpreting insect declines: seven challenges and a way forward

RK Didham, Y Basset, CM Collins… - Insect Conservation …, 2020 - Wiley Online Library
Many insect species are under threat from the anthropogenic drivers of global change.
There have been numerous well‐documented examples of insect population declines and …

Declines in insect abundance and diversity: We know enough to act now

ML Forister, EM Pelton, SH Black - Conservation Science and …, 2019 - Wiley Online Library
Recent regional reports and trends in biomonitoring suggest that insects are experiencing a
multicontinental crisis that is apparent as reductions in abundance, diversity, and biomass …

Fewer butterflies seen by community scientists across the warming and drying landscapes of the American West

ML Forister, CA Halsch, CC Nice, JA Fordyce, TE Dilts… - Science, 2021 - science.org
Uncertainty remains regarding the role of anthropogenic climate change in declining insect
populations, partly because our understanding of biotic response to climate is often …

A window to the world of global insect declines: Moth biodiversity trends are complex and heterogeneous

DL Wagner, R Fox, DM Salcido, LA Dyer - Proceedings of the National …, 2021 - pnas.org
Moths are the most taxonomically and ecologically diverse insect taxon for which there exist
considerable time-series abundance data. There is an alarming record of decreases in moth …

No net insect abundance and diversity declines across US Long Term Ecological Research sites

MS Crossley, AR Meier, EM Baldwin, LL Berry… - Nature Ecology & …, 2020 - nature.com
Recent reports of dramatic declines in insect abundance suggest grave consequences for
global ecosystems and human society. Most evidence comes from Europe, however, leaving …