Emerging technologies revolutionise insect ecology and monitoring

R Van Klink, T August, Y Bas, P Bodesheim… - Trends in ecology & …, 2022 - cell.com
Insects are the most diverse group of animals on Earth, but their small size and high diversity
have always made them challenging to study. Recent technological advances have the …

Challenges in benchmarking stream learning algorithms with real-world data

VMA Souza, DM dos Reis, AG Maletzke… - Data Mining and …, 2020 - Springer
Streaming data are increasingly present in real-world applications such as sensor
measurements, satellite data feed, stock market, and financial data. The main characteristics …

Recent advances in the remote sensing of insects

MW Rhodes, JJ Bennie, A Spalding… - Biological …, 2022 - Wiley Online Library
Remote sensing has revolutionised many aspects of ecological research, enabling
spatiotemporal data to be collected in an efficient and highly automated manner. The last …

Automating insect monitoring using unsupervised near-infrared sensors

K Rydhmer, E Bick, L Still, A Strand, R Luciano… - Scientific reports, 2022 - nature.com
Insect monitoring is critical to improve our understanding and ability to preserve and restore
biodiversity, sustainably produce crops, and reduce vectors of human and livestock disease …

Advances in automatic identification of flying insects using optical sensors and machine learning

C Kirkeby, K Rydhmer, SM Cook, A Strand… - Scientific reports, 2021 - nature.com
Worldwide, farmers use insecticides to prevent crop damage caused by insect pests, while
they also rely on insect pollinators to enhance crop yield and other insect as natural …

Discrimination of hover fly species and sexes by wing interference signals

M Li, A Runemark, J Hernandez, J Rota… - Advanced …, 2023 - Wiley Online Library
Remote automated surveillance of insect abundance and diversity is poised to revolutionize
insect decline studies. The study reveals spectral analysis of thin‐film wing interference …

[HTML][HTML] Photonic sensors reflect variation in insect abundance and diversity across habitats

K Rydhmer, S Jansson, L Still, BD Beck, V Chatzaki… - Ecological …, 2024 - Elsevier
To mitigate ongoing insect biodiversity declines, there is a need for efficient yet accurate
monitoring methods. The use of traditional catch-based survey methods is constrained both …

Remote nanoscopy with infrared elastic hyperspectral lidar

L Müller, M Li, H Månefjord, J Salvador… - Advanced …, 2023 - Wiley Online Library
Monitoring insects of different species to understand the factors affecting their diversity and
decline is a major challenge. Laser remote sensing and spectroscopy offer promising novel …

A comparison of supervised machine learning algorithms for mosquito identification from backscattered optical signals

AP Genoud, Y Gao, GM Williams, BP Thomas - Ecological Informatics, 2020 - Elsevier
The surveillance of mosquito populations is paramount in the fight against mosquito-borne
diseases that affect millions of people every year. Evaluating the efficiency of mitigation …

Photonic monitoring of atmospheric and aquatic fauna

M Brydegaard, S Svanberg - Laser & Photonics Reviews, 2018 - Wiley Online Library
Flying insects are of utmost importance in ecology and for human living conditions. Certain
species serve as indispensable pollinators to ensure the availability of food stuffs, while …