Meet ApplyKite Twin, the application assistant that learns with you
Meet your Twin, it learns with you
Your Twin learns with you
Launch week codes:30% off annual Pro20% off monthly Pro
Ends in00h00m00s
Ends in00h00m00s
Phong Le
Staff Scientist
Research Interests
Make your next move.
Prepare your application
Review drafts before you send them.
Explore related searches
Articles (12)
Year:
2026
Year:
2026
Year:
2025
Year:
2024
Year:
2024
Year:
2023
Transmitted primarily by Aedes aegypti (Ae. aegypti) and Aedes albopictus (Ae. albopictus), arboviral diseases pose a major global public health threat. Dengue, chikungunya, and Zika are increasingly prevalent in Southeast Asia. Among other arboviruses, dengue and Zika are becoming more common in Central and South America. Given human encroachment into previously uninhabited, often deforested areas, to provide new housing in regions of population expansion, conceptualizing built urban environments in a novel way is urgently needed to safeguard against the growing climate change-driven threat of vector-borne diseases. By understanding the spread from a One Health perspective, enhanced control and prevention can be achieved. This is particularly important considering that climate change is likely to significantly impact the persistence of ponded water where mosquitoes breed due to increasing temperature and shifting rainfall patterns with regard to magnitude, duration, frequency, and season. Models can incorporate aquatic mosquito stages and adult spatial dynamics when habitats are heterogeneously available, thereby including dispersal and susceptible-exposed-infected-recovered (SEIR) epidemiology. Coupled with human population distribution (density, locations), atmospheric conditions (air temperature, precipitation), and hydrological conditions (soil moisture distribution, ponding persistence in topographic depressions), modeling has improved predictive ability for infection rates. However, it has not informed interventional approaches from an urban environment perspective which considers the role of ponds/lakes that support green spaces, the density of population that enables rapid spread of disease, and varying micro-habitats for various mosquito stages under climate change. Here, for an example of dengue in Vietnam, a preventive and predictive approach to design resilient urban environments is proposed, which uses data from rapidly expanding metropolitan communities to learn continually. This protocol deploys computational approaches including simulation and machine learning/artificial intelligence, underpinned by surveillance and medical data for validation and adaptive learning. Its application may best inform urban planning in low-middle income countries in tropical zones where arboviral pathogens are prevalent.
Year:
2023
Year:
2023
Year:
2023
Year:
2023
Year:
2023
Year:
2023
Collaborators (11)
Paola Passalacqua
Professor of Hydrology and River System Science
ETH Zürich
Tirtha Banerjee
Associate Professor
University of California, Irvine
Praveen Kumar
Professor
University of Illinois at Urbana-Champaign
Donghui Xu
Earth Scientist
Pacific Northwest National Laboratory
Vinh Ngoc Tran
Research Scientist
University of Michigan
Adam Ward
Professor, Department Head
Oregon State University
thanh nguyen
Ivan Racheff Professor in Civil and Environmental Engineering
University of Illinois System
Daniel Wright
Assistant Professor
University of Wisconsin-Madison
Andrew W. Taylor-Robinson
Professor of Microbiology & Immunology
VinUniversity
Gabriel Perez
Assistant Professor
Oklahoma State University
Clement Guilloteau
research scientist
University of California, Irvine
Make your next move.
Prepare your application
Review drafts before you send them.