Air Quality Index Prediction for Dhaka City
Description
This dataset contains atmospheric pollutant concentration values for Dhaka City, collected using Google Earth Engine (GEE) from satellite-based environmental monitoring products. The dataset includes daily to periodic measurements of major air pollutants such as Aerosol Optical Depth (AOD), Nitrogen Dioxide (NO₂), Methane (CH₄), Sulfur Dioxide (SO₂), Ozone (O₃), Formaldehyde (HCHO), and Carbon Monoxide (CO). For each pollutant, the dataset includes: Raw concentration values Interquartile Range (IQR) 25th percentile (p25) values Acquisition timestamp (system:time_start) These air quality indicators are essential for understanding pollutant trends, seasonal behavior, and long-term environmental changes in Dhaka. The dataset can be used for: Air Quality Index (AQI) prediction Environmental modeling Health impact studies Time-series forecasting Machine learning research Source: Data extracted from Google Earth Engine using satellite products such as Sentinel-5P, MODIS, and related atmospheric datasets. Format: Microsoft Excel (.xlsx), containing 22 columns and pollutant measurements for multiple years. Geographical Location: Dhaka City, Bangladesh. Temporal Coverage: 2018–2024 (depending on pollutant availability).
Files
Institutions
- International University of Business Agriculture and Technology