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基于生物光学模型的晋江悬浮物遥感估算
Estimation of suspended solids in the Jin River through bio-optical model-based remote sensing technology
【摘要】 为了建立以生物光学模型为基础的河流悬浮物遥感估算方法,以福建晋江为例,对福建晋江下游河段的光学特性和悬浮物浓度进行了测定,探讨了水面下反射率R(0-)与悬浮物浓度之间的响应关系.结果表明,绿光波长的反射率与悬浮物浓度的相关性最强,因此,用R(0-)TM2与悬浮物浓度建立了遥感估算模型,并将其应用于2008年2月28日的LandsatTM影像,反演出晋江的悬浮物浓度分布.精度分析说明,平均相对误差RE为11.93%,该模型可以有效地应用于LandsatTM反演悬浮物浓度.
【Abstract】 Water’s Inherent Optical Properties(IOPs),including the absorption and scattering coefficients of the water components,are essential parameters for a bio-optical model.It is also important for the retrieval of water quality using the semi-analytical method.Nevertheless,the application of bio-optical models in river water studies is still very rare.Therefore,taking the lower Jin River of Fujian,SE China as an example,we measured and computed the bio-optical properties and the suspended solids concentrations of the river water based on in situ water samples collected from the river on March 5,2008.This revealed that R(0-)TM2 was most strongly correlated with suspended solids concentrations.Accordingly,a retrieval model for estimating SS was developed using R(0-)TM2.Application of this bio-optical model to the Landsat TM image dated on Feb.28,2008 yielded a SS model for the TM data of the Jin River.The Relative Error(RE)of the model is 11.93%.This result indicates that the model can effectively retrieve the SS of the Jin River.
【Key words】 uspended solids; absorption coefficient; backscattering coefficient; sub-surface irradiance reflectance;
- 【文献出处】 环境科学学报 ,Acta Scientiae Circumstantiae , 编辑部邮箱 ,2009年05期
- 【分类号】X832
- 【被引频次】6
- 【下载频次】335