Innovation Owner
Mr. NATTADON JARIYAKULCHAIPONG
Student
Details
This project aims to identify the most significant factors influencing PM2.5 concentration in Bangkok by analyzing historical air quality, weather, and environmental data.
Air pollution, particularly PM2.5, is a major environmental and public health concern in Bangkok. Instead of predicting PM2.5 levels, this project aims to identify the most significant factors influencing PM2.5 concentration. By analyzing historical air quality, weather, and other environmental data, we will determine which variables—such as:
- Temperature
- Humidity
- Wind speed
- Other pollutants
have the greatest impact on PM2.5 fluctuations.
Objective
The goal of this project is to provide insights into the primary contributors to air pollution in Bangkok, enabling policymakers and urban planners to develop targeted strategies to reduce PM2.5 levels.
The goal of this project is to provide insights into the primary contributors to air pollution in Bangkok. By understanding these factors, policymakers, environmental agencies, and urban planners can develop targeted strategies to reduce PM2.5 levels. Additionally, the findings can help individuals make informed decisions about outdoor activities and air quality precautions. Through data-driven analysis, this project aims to contribute to a healthier and cleaner urban environment.