Estimating particulate matter using satellite based aerosol optical depth and meteorological variables in Malaysia

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dc.contributor.authorNurul Amalin Fatihah Kamarul Zaman
dc.contributor.authorKasturi Devi Kanniah
dc.contributor.authorDimitris G. Kaskaoutis
dc.coverage.publicationMalaysia
dc.date.accessioned2024-05-10T03:25:37Z
dc.date.available2024-05-10T03:25:37Z
dc.date.issued2017
dc.description.abstractThe insufficient number of ground-based stations for measuring Particulate Matter < 10 μm (PM10) in the developing countries hinders PM10 monitoring at a regional scale. The present study aims to develop empirical models for PM10 estimation from space over Malaysia using aerosol optical depth (AOD550) and meteorological (surface temperature, relative humidity and atmospheric stability) data (retrieved or estimated) from Moderate Resolution Imaging Spectroradiometer (MODIS) during the period 2007-2011.
dc.identifier.citationZaman, N. A. F. K., Kanniah, K. D., & Kaskaoutis, D. G. (2017). Estimating particulate matter using satellite based aerosol optical depth and meteorological variables in Malaysia. Atmospheric Research, 193, 142-162.
dc.identifier.urihttps://repoemc.ukm.my/handle/123456789/590
dc.languageen
dc.publisherElsevier
dc.publisher.alternativeAtmospheric Research
dc.subjectPM10
dc.subjectsatellite remote sensing
dc.subjectArtificial Neural Network
dc.subjectMultiple Linear Regressions
dc.subjectmeteorology
dc.subjectMalaysia
dc.titleEstimating particulate matter using satellite based aerosol optical depth and meteorological variables in Malaysia
dc.typeJournal

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