volume 40, issue 18, P3429-3438 2006
DOI: 10.1016/j.watres.2006.06.041
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Mi-Hyun Park, Michael K. Stenstrom

Abstract: Urban stormwater runoff is the primary source of many pollutants to Santa Monica Bay, but its monitoring and modeling is inherently difficult and often requires land use information as an intermediate process. Many approaches have been developed to estimate stormwater pollutant loading from land use. This research investigates an alternative approach, which estimates stormwater pollutant loadings directly from satellite imagery. We proposed a Bayesian network approach to classify a Landsat ETM(+) image of the …

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