Praveen Kumar

Professor

University of Illinois at Urbana-Champaign
Country flagUnited States

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Praveen Kumar is a Professor at the University of Illinois at Urbana-Champaign, USA. His research areas focus on climate change impacts, water security, and environmental resilience, as evidenced by his recent articles on drought constraints, stream solute predictions, and urban environments resilient to vector-borne diseases. His work also involves modeling frameworks for assessing water management and ecological interactions in various landscapes.

Articles (15)

Year:

2025

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2025

Year:

2024

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2023

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.

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2023

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2022

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2022

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2022

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2021

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2021

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2021

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2020

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2020

Year:

2020

Collaborators (9)

NOAH MOLOTCH

University of Colorado Boulder

UNITED STATES
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Enrique Pérez Sánchez-Cañete

Universidad de Granada

SPAIN
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Greg Barron-Gafford

University of Arizona

UNITED STATES
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Jennifer Druhan

Associate Professor

University of Illinois at Urbana-Champaign

UNITED STATES
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SUZANNE ANDERSON

University of Colorado Boulder

UNITED STATES
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thanh nguyen

Ivan Racheff Professor in Civil and Environmental Engineering

University of Illinois System

UNITED STATES
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Paul C. Davidson

University of Illinois at Urbana-Champaign

UNITED STATES
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Dong Kook Woo

Keimyung University

SOUTH KOREA
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Andrew W. Taylor-Robinson

-

UNITED STATES
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