Physical Sciences and Mathematics Commons^™

Atmospheric Smog Modeling, Using Eos Satellite Aster Image Sensor, With Feature Extraction For Pattern Recognition Techniques And Its Correlation With In-Situ Ground Sensor Data, Parthasarathi Roy

Theses, Dissertations and Capstones

Atmospheric pollution was previously considered as a 'Brown Cloud’ phenomenon restricted to industrialized urban regions. Studies in field stations and satellite observations made since the last decade revealed that it now spans continents and ocean basins world wide. The objective of this research investigation is to assess atmospheric pollutants in the troposphere and their spectral characteristic signatures by using highspectral and spatial resolution Earth Observation System (EOS) satellite imaging sensor Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) data and to find correlations with ground sensor observations. Ground sensor data are imported into a geodatabase for spatial reference. Raw ASTER …