Date of Publication
2022
Document Type
Bachelor's Thesis
Degree Name
Bachelor of Science in Physics with Specialization in Materials Science
Subject Categories
Physics
College
College of Science
Department/Unit
Physics
Thesis Advisor
Edgar A. Vallar
Defense Panel Chair
Maria Cecilia D. Galvez
Defense Panel Member
Prane Mariel Ong
Ofelia T. Rempillo
Abstract/Summary
Aerosols are solid or liquid particles suspended in the atmosphere. Satellite remote sensing has provided aerosol optical depth (AOD), which is the measurement of solar absorption by atmospheric aerosols. Satellite remote sensing for air quality assessment provides information over a large spatial coverage and time period that shows the trends and effects of anthropogenic activities. Using data collected from the Moderate Resolution Imaging Spectroradiometer (MODIS) Terra satellite from the years 2010 to 2020, the spatiotemporal variations to aerosol optical depth (AOD) in Koronadal City and Quezon City were studied. Validation showed a strong relationship between the MODIS AOD values and the Aerosol Robotic Network (AERONET) AOD values (R2 = 0.83) and a low root mean square error (RMSE) of 0.26. Annual variation in the AOD of the two study areas showed a peak AOD value in 2015 due to an immense biomass burning in Indonesia and a low AOD value in 2020 due to the COVID-19 lockdown. Koronadal City experienced a high AOD value during the fall season due to aerosols from biomass burning in Indonesia that were carried by the southwest monsoon. Quezon City experienced a high AOD value during spring from increased local sources, as well as long-range transport pollutants from East Asia that were carried by northeasterly winds. Overall, this study provides an understanding of the spatiotemporal variations in aerosols in the Philippines, which could be used in environmental management, air quality regulations, and health assessment studies. This shows the urgency of monitoring and mitigating poor air quality in the Philippines.
Abstract Format
html
Language
English
Format
Electronic
Physical Description
xvi, 49 leaves
Keywords
MODIS (Spectroradiometer)
Recommended Citation
Caido, N. P. (2022). Spatiotemporal analysis of MODIS aerosol optical depth data in the Philippines from 2010 to 2020. Retrieved from https://animorepository.dlsu.edu.ph/etdb_physics/20
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Embargo Period
7-10-2022