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Hyper-spectrum models for monitoring water quality in Dianshan Lake,China 被引量:2

Hyper-spectrum models for monitoring water quality in Dianshan Lake,China
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摘要 The correlation between water quality parameters and hyper-spectral reflectance is studied with models established for each parameter and applied in Dianshan Lake, in the upstream of the Huangpu River running through Shanghai, China. Models are for dissolved oxygen (DO in mg/L): R720/R680 = 20.362×(R720/R680)2?31.438×(R720/R680)+19.156; for turbidity (NTU): R*714.5 = 206.07× (R*714.5)2?582.5×R*714.5 + 423.24; and for total phosphorus (TP in mg/L): R*509.5 = 16.661× (R*509.5)2?32.646×R*509.5+16.116. The R2 values are 0.770 8, 0.660 4 and 0.738 7, respectively, showing strong positive relationships. The models were then applied to assess water quality of different times. Results are quite satisfactory for some samples. The correlation between water quality parameters and hyper-spectral reflectance is studied with models established for each parameter and applied in Dianshan Lake, in the upstream of the Huangpu River running through Shanghai, China. Models are for dissolved oxygen (DO in mg/L): R720/R680 = 20.362×(R720/R680)^2-31.438×(R720/R680)+19.156; for turbidity (NTU): R^*714.5 = 206.07×(R^*714.5)^2-582.5×R^*714.5 + 423.24; and for total phosphorus (TP in mg/L): R^*5095= 16.661×(R^*509.5)^2-32.646×R^*509.5+16.116. The R2 values are 0.770 8, 0.660 4 and 0.738 7, respectively, showing strong positive relationships. The models were then applied to assess water quality of different times. Results are quite satisfactory for some samples.
出处 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2009年第1期142-146,共5页 中国海洋湖沼学报(英文版)
基金 Supported by the National Science and Technology Infrastructure Program of China (No. 2006BAJ08B02) Students Innovation Training Program of Tongji University
关键词 水质参数 淀山湖 模型 超光谱 监测 中国 高光谱反射率 注册商标 hyper-spectrum water quality model Dianshan Lake remote sensing
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