Bulk arthropod abundance, biomass and diversity estimation using deep learning for computer vision

BIOSCAN: DNA barcoding to accelerate taxonomy and biogeography for conservation and sustainability

(2020) Donald Hobern   GENOME

Worldwide decline of the entomofauna: A review of its drivers

(2019) Francisco Sánchez-Bayo et al.   BIOLOGICAL CONSERVATION

Insect Declines in the Anthropocene

(2019) David L. Wagner   Annual Review of Entomology

Arthropod decline in grasslands and forests is associated with landscape-level drivers

(2019) Sebastian Seibold et al.   NATURE

Expedited Assessment of Terrestrial Arthropod Diversity by Coupling Malaise Traps with DNA Barcoding

(2018) Jeremy R. deWaard et al.   GENOME

Past, Present, and Future Approaches Using Computer Vision for Animal Re‐Identification from Camera Trap Data

(2018) Stefan Schneider et al.   Methods in Ecology and Evolution

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A survey on image-based insect classification

(2017) Maxime Martineau et al.   PATTERN RECOGNITION

More than 75 percent decline over 27 years in total flying insect biomass in protected areas

(2017) Caspar A. Hallmann et al.   PLoS One

Deep learning

(2015) Yann LeCun et al.   NATURE

Landscape moderation of biodiversity patterns and processes - eight hypotheses

(2012) Teja Tscharntke et al.   BIOLOGICAL REVIEWS

Plant diversity controls arthropod biomass and temporal stability

(2012) Elizabeth T. Borer et al.   ECOLOGY LETTERS

Do differences in food web structure between organic and conventional farms affect the ecosystem service of pest control?

(2009) Sarina Macfadyen et al.   ECOLOGY LETTERS