Emerging technologies revolutionise insect ecology and monitoring
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 …
have always made them challenging to study. Recent technological advances have the …
Challenges in benchmarking stream learning algorithms with real-world data
Streaming data are increasingly present in real-world applications such as sensor
measurements, satellite data feed, stock market, and financial data. The main characteristics …
measurements, satellite data feed, stock market, and financial data. The main characteristics …
Recent advances in the remote sensing of insects
Remote sensing has revolutionised many aspects of ecological research, enabling
spatiotemporal data to be collected in an efficient and highly automated manner. The last …
spatiotemporal data to be collected in an efficient and highly automated manner. The last …
Automating insect monitoring using unsupervised near-infrared sensors
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 …
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
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 …
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
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 …
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
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 …
monitoring methods. The use of traditional catch-based survey methods is constrained both …
Remote nanoscopy with infrared elastic hyperspectral lidar
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 …
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
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 …
diseases that affect millions of people every year. Evaluating the efficiency of mitigation …
Photonic monitoring of atmospheric and aquatic fauna
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 …
species serve as indispensable pollinators to ensure the availability of food stuffs, while …