Abstract:
My thesis explores how environmental factors like temperature, humidity and rainfall
contribute to the spread of dengue fever in Dhaka of Bangladesh. Rapid urbanization
and a dense population have created ideal conditions for mosquito breeding. It's
particularly the Aedes species responsible for dengue transmission. My research aims
to understand the relationship between these environmental factors and dengue
outbreaks to develop better prevention and control strategies. I examined how weather
patterns and urban planning deficiencies impact dengue cases by analyzing data from
2009 to 2023. It is using classification model like linear regression, Logistic
regression, Naive Bayes, Decision Tree, SVM, XGBoost, Random Forest, K-Nearest
Neighbors. My findings indicate that certain weather conditions during the monsoon
season. It's significantly influence the incidence of dengue. The study highlights the
need for improved waste and water management. Its public awareness campaigns and
targeted interventions to reduce mosquito breeding sites. My research aims to support
public health efforts in mitigating dengue outbreaks and enhancing community
resilience in Dhaka by providing practical recommendations. My study shows the
need for improved waste and water management in public awareness campaigns and
targeted interventions to reduce mosquito breeding sites. Poorly maintained urban
areas with stagnant water are hotspots for mosquito breeding. My research aims to
support public health efforts in mitigating dengue outbreaks and enhancing
community resilience in Dhaka by providing practical recommendations. My research
suggests that community involvement and education are crucial in controlling the
spread of dengue. It's ensuring that residents are aware of prevention methods can
significantly reduce the incidence of the disease. This comprehensive approach can
help protect public health and prevent future outbreaks.
