2008
DOI: 10.1007/s11269-008-9307-z
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Modeling the Linkage Between River Water Quality and Landscape Metrics in the Chugoku District of Japan

Abstract: The present study was conducted using secondary database, remote sensing, geographical information system (GIS) and multivariate analysis tools in order to develop Multiple Linear Regression (MLR) models that could be able to predict level of water quality variables using compositional and spatial attributes of land cover in the river basins. The study encompasses 21 river basins with 32 000 Km 2 area, located in the Chugoku district in West Japan. Biological Oxygen Demand (BOD), pH, Dissolved Oxygen (DO), Sus… Show more

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Cited by 130 publications
(59 citation statements)
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“…In addition, spatial information on land use practices could be further integrated into the analysis to enrich the interpretation. LULC effects can also be studied in more detail by taking into account spatial heterogeneity through landscape metrics studies, as some authors did [18,47,48], or, e.g., focusing on specific locations or types of forest such as riparian forests. Study of residuals and outliers could bring to light how catchment management can mitigate effects on water quality, as there are sub-catchments where water quality is unexpectedly high or low based on its LULC profile.…”
Section: Discussionmentioning
confidence: 99%
“…In addition, spatial information on land use practices could be further integrated into the analysis to enrich the interpretation. LULC effects can also be studied in more detail by taking into account spatial heterogeneity through landscape metrics studies, as some authors did [18,47,48], or, e.g., focusing on specific locations or types of forest such as riparian forests. Study of residuals and outliers could bring to light how catchment management can mitigate effects on water quality, as there are sub-catchments where water quality is unexpectedly high or low based on its LULC profile.…”
Section: Discussionmentioning
confidence: 99%
“…Research has studied the impact of land use on water quality by spatial analysis, statistical analysis, and hydrologic modeling (Mattikalli and Richards 1996;Hanratty and Stefan 1998;Rai and Sharma 1998;Tsihrintzis and Hamid 1998;Brezonik and Stadelmann 2002;Chang 2008;Amiri and Nakane 2009). A strong relationship between land use and water quality within catchments or watersheds has been suggested by previous studies (Gburek and Folmar 1999;Brezonik and Stadelmann 2002;Ha and Stenstrom 2003;Donohue et al 2006;Moreno et al 2006).…”
Section: Introductionmentioning
confidence: 99%
“…The land use types of the river basin have been gradually transformed to agricultural or urban land from natural vegetation due to human activities, which caused the degradation of water environmental quality finally (Amiri and Nakane, 2009;Gao et al, 2004;Johnson et al, 1997;Mou et al, 2004;Uuemaa et al, 2007). Under the condition of point-source pollution has been effectively controlled, non-point source pollution from agricultural land use and private rural land has become one of the most important issues for the management of freshwater worldwide because of its extensive and uncertainty (Duncan, 2014;Short, 2013;Zhang et al, 2011).…”
Section: Introductionmentioning
confidence: 99%