Quantitative Retrieval of Chlorophyll-a Concentration of Taihu Lake Based on Satellite HJ-1Multispectral Data

Qi Wang, W. Meng, Yunfeng Ma, Xin Ke, Xiaomin Hu
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Abstract

With combination of satellite HJ-1 multispectral CCD data and synchronous ground monitoring data on water quality, combining the visible light red band (select the one that has a high correlation with measured chlorophyll-a concentration) and near-infrared band, this paper takes Band4/Band3 as arguments, establishing linear model and multinomial model respectively, furthermore makes a comparative analysis of them. The results show that the band combination method for inversion is feasible, based on the comparison of the two models, it is concluded that polynomial model has better effect. And by using ArcGIS software and polynomial modelmakes chlorophyll-a concentration profile.
基于hj -1卫星多光谱数据的太湖叶绿素a浓度定量反演
结合卫星HJ-1多光谱CCD数据和地面同步水质监测数据,结合可见光红光波段(选择与实测叶绿素-a浓度相关性较高的波段)和近红外波段,以Band4/Band3为参数,分别建立线性模型和多项模型,并对其进行对比分析。结果表明,采用波段组合方法进行反演是可行的,通过对两种模型的比较,得出多项式模型效果更好的结论。并利用ArcGIS软件和多项式模型绘制叶绿素-a浓度分布图。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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