Review of machine learning techniques for mosquito control in urban environments

A Joshi, C Miller - Ecological Informatics, 2021 - Elsevier
Abstract Machine learning (ML) techniques excel at forecasting, clustering, and classification
tasks, making them valuable for various aspects of mosquito control. In this literature review …

An ecological framework for modeling the geography of disease transmission

EE Johnson, LE Escobar… - Trends in ecology & …, 2019 - cell.com
Ecological niche modeling (ENM) is widely employed in ecology to predict species' potential
geographic distributions in relation to their environmental constraints and is rapidly …

Want to model a species niche? A step-by-step guideline on correlative ecological niche modelling

N Sillero, S Arenas-Castro, U Enriquez‐Urzelai… - Ecological …, 2021 - Elsevier
The use of correlative ecological niche models has highly increased in the last decade.
Despite all literature and textbooks in this field, few practical guidelines exist on the correct …

The recent past and promising future for data integration methods to estimate species' distributions

DAW Miller, K Pacifici, JS Sanderlin… - Methods in Ecology …, 2019 - Wiley Online Library
With the advance of methods for estimating species distribution models has come an interest
in how to best combine datasets to improve estimates of species distributions. This has …

Top ten hazards to avoid when modeling species distributions: a didactic guide of assumptions, problems, and recommendations

M Soley‐Guardia, DF Alvarado‐Serrano… - Ecography, 2024 - Wiley Online Library
Species distribution models, also known as ecological niche models or habitat suitability
models, have become commonplace for addressing fundamental and applied biodiversity …

[图书][B] Handbook of spatial epidemiology

AB Lawson, S Banerjee, RP Haining, MD Ugarte - 2016 - books.google.com
This handbook explains how to model epidemiological problems and improve inference
about disease etiology from a geographical perspective. Top epidemiologists, geographers …

[HTML][HTML] More than one rabbit out of the hat: radiation, transgenic and symbiont-based approaches for sustainable management of mosquito and tsetse fly populations

K Bourtzis, RS Lees, J Hendrichs, MJB Vreysen - Acta tropica, 2016 - Elsevier
Abstract Mosquitoes (Diptera: Culicidae) and tsetse flies (Diptera: Glossinidae) are
bloodsucking vectors of human and animal pathogens. Mosquito-borne diseases (malaria …

Mating harassment may boost the effectiveness of the sterile insect technique for Aedes mosquitoes

D Zhang, H Maiga, Y Li, MT Bakhoum, G Wang… - Nature …, 2024 - nature.com
The sterile insect technique is based on the overflooding of a target population with released
sterile males inducing sterility in the wild female population. It has proven to be effective …

Ecological niche modeling: an introduction for veterinarians and epidemiologists

LE Escobar - Frontiers in Veterinary Science, 2020 - frontiersin.org
Most infectious diseases in animals are not distributed randomly. Instead, diseases in
livestock and wildlife are predictable in terms of the geography, time, and species affected …

The insect pest control laboratory of the joint FAO/IAEA programme: Ten years (2010–2020) of research and development, achievements and challenges in support of …

MJB Vreysen, AMM Abd-Alla, K Bourtzis, J Bouyer… - Insects, 2021 - mdpi.com
Simple Summary The Insect Pest Control (IPC) Section and its associated laboratory (IPCL)
is part of the Joint FAO/IAEA Centre of Nuclear Techniques in Food and Agriculture. Its …