A review of recent sensing technologies to detect invertebrates on crops

H Liu, SH Lee, JS Chahl - Precision Agriculture, 2017 - Springer
Precision agriculture needs integrated pest management (IPM), for which detection and
identification of target invertebrate species is a prerequisite. Researchers have been …

Application of convolutional neural networks for classification of adult mosquitoes in the field

D Motta, AÁB Santos, I Winkler, BAS Machado… - PloS one, 2019 - journals.plos.org
Dengue, chikungunya and Zika are arboviruses transmitted by mosquitos of the genus
Aedes and have caused several outbreaks in world over the past ten years. Morphological …

Automated electronic approaches for detecting disease vectors mosquitoes through the wing-beat frequency

DAA Santos, JJPC Rodrigues, V Furtado… - Journal of Cleaner …, 2019 - Elsevier
The knowledge of flying insects wing-beat acoustical properties supported the progress of
sensing disease vectors mosquitoes in free flight. The classification of individual flying …

Optimization of convolutional neural network hyperparameters for automatic classification of adult mosquitoes

D Motta, AÁB Santos, BAS Machado… - Plos one, 2020 - journals.plos.org
The economic and social impacts due to diseases transmitted by mosquitoes in the latest
years have been significant. Currently, no specific treatment or commercial vaccine exists for …

Exploring Low Cost Laser Sensors to Identify Flying Insect Species: Evaluation of Machine Learning and Signal Processing Methods

DF Silva, VMA Souza, DPW Ellis, EJ Keogh… - Journal of Intelligent & …, 2015 - Springer
Insects have a close relationship with the humanity, in both positive and negative ways.
Mosquito borne diseases kill millions of people and insect pests consume and destroy …

LOCOMOBIS: a low-cost acoustic-based sensing system to monitor and classify mosquitoes

D Vasconcelos, N Nunes, M Ribeiro… - 2019 16th IEEE …, 2019 - ieeexplore.ieee.org
Mosquitoes are considered one of the more severe worldwide health hazards. Their
populations vary heterogeneously in urban and rural landscapes, and fluctuate with …

Infrared light sensors permit rapid recording of wingbeat frequency and bioacoustic species identification of mosquitoes

D Kim, TJ DeBriere, S Cherukumalli, GS White… - Scientific Reports, 2021 - nature.com
Recognition and classification of mosquitoes is a critical component of vector-borne disease
management. Vector surveillance, based on wingbeat frequency and other parameters, is …

Applying machine learning and audio analysis techniques to insect recognition in intelligent traps

DF Silva, VMA De Souza, GE Batista… - … on machine learning …, 2013 - ieeexplore.ieee.org
Throughout the history, insects have had an intimate relationship with humanity, both
positive and negative. Insects are vectors of diseases that kill millions of people every year …

A low-cost, battery-powered acoustic trap for surveilling male Aedes aegypti during rear-and-release operations

BJ Johnson, BB Rohde, N Zeak, KM Staunton… - PLoS …, 2018 - journals.plos.org
The Aedes aegypti mosquito is a primary vector of several serious arboviruses throughout
the world and is therefore of great concern to many public health organizations. With vector …

Effective parameterization of laser radar observations of atmospheric fauna

E Malmqvist, S Jansson, S Török… - IEEE Journal of …, 2015 - ieeexplore.ieee.org
The pace at which the world's ecosystems and biodiversity of, eg, pollinators decline is
currently at a rate where it is challenging to document. In recent years, our group has made …