Abstract

This paper explores the predictive modeling of zoonotic spillover in rapidly urbanizing regions, focusing on the environmental, social, and biological factors that contribute to the increased risk of zoonotic disease transmission. Using machine learning techniques, this study develops a model that incorporates ecological, demographic, and epidemiological data to predict the likelihood of zoonotic spillover in urbanizing areas. The results show that regions with high urbanization rates and low biodiversity are more likely to experience spillover events. The study highlights the importance of predictive models in understanding the dynamics of zoonotic diseases and informs public health policies aimed at mitigating the risks associated with urbanization.

Keywords: Zoonotic Spillover, Urbanization, Predictive Modeling, One Health

Introduction

The phenomenon of zoonotic spillover which is the process by which diseases transition from animals to humans has become a significant concern, particularly in urbanizing regions where human-animal-environment interactions are rapidly changing. With rapid urbanization, these interactions have increased the chances of pathogens crossing species barriers, leading to pandemics, such as the emergence of SARS, Ebola, and the more recent COVID-19 pandemic. The central goal of this paper is to explore the predictive modeling of zoonotic spillover in regions that are undergoing significant urban growth, examining how environmental changes, wildlife habitats, and human activities create new opportunities for pathogens to infect humans. The paper will also assess the role of urbanization in exacerbating zoonotic risks and how predictive models can inform public health policies aimed at mitigating these threats. Theoretical frameworks have long been integral in understanding the dynamics of zoonotic disease transmission. One such framework is the “One Health” approach, which views human, animal, and environmental health as interconnected. Another significant theory is the "ecological niche theory," which focuses on the environmental conditions that facilitate the survival and transmission of pathogens from animals to humans. These frameworks provide a basis for understanding the various environmental, social, and biological factors that influence zoonotic spillover.