Retrieval of aerosol optical thickness using MODIS 500 × 500m2, a study in Hong Kong and pearl river delta region

Man Sing Wong, Janet Elizabeth Nichol, Kwon Ho Lee, Zhanqing Li

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

9 Citations (Scopus)

Abstract

Aerosol detection and monitoring by satellite observations has been substantially developed over past decades. While several state-of-art aerosol retrieval techniques provide aerosol properties in global scale, the more detail characteristics remain unknown because most of the satellite sensors are limited to 1km resolution observations. However, a new aerosol retrieval algorithm for the Moderate Resolution Imaging Spectroradiometer (MODIS) 500m resolution data is developed to retrieve aerosol properties over land, which helps on addressing the aerosol climatic issues in local/urban scale. The rationale of our technique is to first estimate the aerosol reflectances by decomposing the top-of-atmosphere (TOA) reflectance from surface reflectance and Rayleigh path radiance. The modified Minimum Reflectance Technique (MRT) is adopted for the determination of the seasonal surface reflectances. A good agreement is revealed between the surface reflectances of MRT images and MODIS land surface reflectance products (MOD09), with a strong correlation of 0.9. Moreover, comprehensive look up tables (LUT) are constructed with the considerations of various aerosol optical properties and sun- viewing geometry in the radiative transfer calculations. The resulting 500m aerosol optical thickness (AOT) data are highly correlated (r=0.94) with the AERONET sunphotometer observations in Hong Kong. This study demonstrates the applicability of aerosol retrieval at fine resolution in urban areas, which can assist the study of aerosol loading distribution and the impact of transient pollution on urban air quality. In addition, the MODIS 500m AOT images can also be used to study the cross-boundary aerosols and feasible on locating the pollutant sources in the Pearl River Delta (PRD) region.
Original languageEnglish
Title of host publication2008 International Workshop on Earth Observation and Remote Sensing Applications, EORSA
DOIs
Publication statusPublished - 25 Dec 2008
Event2008 International Workshop on Earth Observation and Remote Sensing Applications, EORSA - Beijing, China
Duration: 30 Jun 20082 Jul 2008

Conference

Conference2008 International Workshop on Earth Observation and Remote Sensing Applications, EORSA
Country/TerritoryChina
CityBeijing
Period30/06/082/07/08

ASJC Scopus subject areas

  • Earth and Planetary Sciences(all)
  • Computer Networks and Communications

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