Rapid urban industrialization has substantially intensified atmospheric pollution through the formation of sulfurous and photochemical smog in developing industrial corridors worldwide. Although previous studies have examined individual pollutants and air-quality indicators, limited research has comprehensively investigated the coupled atmospheric transformation processes linking precursor gases, secondary pollutant formation, aerosol dynamics, meteorological controls, and fog-smog development. Therefore, the present study investigates these atmospheric processes in the rapidly growing petrochemical-industrial region of Haldia, eastern India. An integrated multi-source framework was developed using Sentinel-5P observations of SO₂, NO₂, CO, HCHO, O₃, and the Absorbing Aerosol Index (AER-AI), MODIS MAIAC Aerosol Optical Depth (AOD), ERA5 Boundary Layer Height (BLH) and relative humidity (RH), NASA POWER meteorological variables, Landsat-derived Land Surface Temperature (LST), field-based infrared thermometer observations, and ground-based PM₂.₅, PM₁₀, AQI, and historical air-quality records. Atmospheric chemical pathways associated with sulfurous smog formation, photochemical ozone production, aerosol transformation, and pollutant accumulation were evaluated for 2019-2025.
The results indicated substantial increases in NO₂ (+24.8%), CO (+4.6%), HCHO (+4.3%), O₃ (+4.4%), and AER-AI (+54.2%), whereas SO₂ exhibited only marginal variation (+0.48%). Mean AOD decreased from 0.779 to 0.682, indicating lower total aerosol loading, while the marked increase in AER-AI suggested a transition toward more UV-absorbing combustion-derived aerosols. Nearly stable BLH conditions (465-467 m) indicated that pollution intensification was primarily emission-driven rather than meteorologically controlled. Ground observations recorded mean PM₂.₅ and PM₁₀ concentrations of approximately 29.2 and 51.8 μg m⁻³, respectively, under moderate AQI conditions, consistent with the satellite-derived atmospheric patterns. Elevated relative humidity, together with persistent particulate matter concentrations, suggested favorable conditions for hygroscopic aerosol growth, visibility reduction, and haze/fog-smog development. Overall, the findings indicate that combustion-driven photochemical reactions and aerosol transformation are the dominant processes governing atmospheric deterioration in Haldia, providing a process-based scientific foundation for air-quality and sustainable urban-industrial planning in rapidly growing regions.