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dynamAedes: a unified modelling framework for invasive Aedes mosquitoes
Daniele Da Re1, Wim Van Bortel2, Friederike Reuss3,4
1Georges Lemaître Center for Earth and Climate Research, Earth and Life Institute, UCLouvain, Louvain-la-Neuve, Belgium. daniele.dare@uclouvain.be.
Parasites & Vectors
|November 8, 2022
Summary
Scientists developed a new R package, dynamAedes, to model invasive Aedes mosquito populations. This tool aids in predicting population dynamics and managing disease vectors like Aedes aegypti and Aedes albopictus.
Area of Science:
- Vector ecology
- Invasive species biology
- Mathematical modeling in public health
Background:
- Invasive Aedes mosquitoes (Aedes aegypti, Aedes albopictus, Aedes japonicus, Aedes koreicus) pose significant public health risks due to their role in transmitting arboviruses.
- Global trade and travel facilitate the spread of these invasive species beyond their native ranges.
- Understanding their population dynamics is critical for effective disease vector control strategies.
Purpose of the Study:
- To develop a flexible, open-source modeling framework for invasive Aedes species.
- To integrate key eco-physiological traits influencing mosquito population dynamics.
- To provide a tool for both ecological research and practical invasive species management.
Main Methods:
- A multi-scale, stage-based, time-discrete stochastic modeling framework was developed and coded in R (dynamAedes package).
- The model incorporates environmental drivers such as temperature and photoperiod, alongside inter-specific larval competition.
- It operates across punctual, local, and regional spatial scales, accounting for active and passive dispersal and temperature data heterogeneity.
Main Results:
- The dynamAedes package synthesizes the life cycle of four key invasive Aedes species.
- The model offers a unified framework adaptable to varying spatial complexities and data availability.
- It provides a user-friendly tool based on current biological knowledge of these species.
Conclusions:
- The dynamAedes R package offers a valuable, adaptable tool for managing invasive Aedes populations and supporting ecological research.
- This modeling approach enhances our ability to predict and mitigate the impact of disease-vectoring mosquitoes.
- The open-source nature promotes accessibility and further development in vector control science.
Keywords:
Biological invasionsDispersalInsectsInvasion ecologyMosquitoesProcess-based modelsSpatial epidemiologyVector-borne pathogens
