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湖泊水体叶绿素a含量估算的波段宽度变化影响分析——以太湖为例
  • 期刊名称:焦红波,金继业,刘振民,查勇,李四海,李云梅,黄家柱,湖泊水体叶绿素a含量估算的波段宽度,变化影响分
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  • 分类:TP751[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置] Q178.53[生物学—水生生物学;生物学—普通生物学]
  • 作者机构:[1]国家海洋信息中心,天津300171, [2]南京师范大学地理科学学院,南京210097
  • 相关基金:国家863计划项目(2003AA131060);国家自然科学基金项目(40571110).
  • 相关项目:湖泊水质高光谱遥感监测的机理模型研究
中文摘要:

为研究不同波段宽度遥感数据对监测水体叶绿素a含量的影响,以太湖水体实测高光谱遥感反射率数据为基础,分析计算不同波段宽度下遥感反射率的归一化值与叶绿素a浓度之间的相关系数。随着波段宽度在75.93nm范围内不断递增,最大相关系数逐渐减小,最大正相关波段向长波方向移动,最大负相关波段向短波方向移动。而波段宽度在31.6nm范围内变化时,最大正相关波段和最大负相关波段都会保持相对稳定。通过对不同波段处相关系数平均值和标准差的对比分析认为,718.77~734.58nm为叶绿素a遥感监测的最佳波段范围。这将对遥感传感器的波段设置,以及实际水体叶绿素a遥感监测时的波段选择,具有重要的参考价值。

英文摘要:

In order to study the influence of different bandwidth's remote sensing data on estimating chlorophyll-a concentration in waters, this paper analyzes and calculates the correlation coefficient between normalized reflectance of different bandwidth and chlorophyll-a concentration based on real-measurement hyperspectral reflectance. With constant increase of bandwidth in a scope of 75.93nm, it has found that the maximum correlation coefficient decreases by degrees, the maximum positive correlation band moves to long wave, the maximum negative correla- tion band moves to short wave while estimating chlorophyll-a concentration in waters. As the bandwidth changes in the scope of 31.60nm, both the maximum positive correlation band and the maximum negative correlation band will keep a relative stable state. Finally, through contrasting the mean and standard deviation of different bandwidth's correlation coefficient, we think 723.51 nm -733.00nm is the best band range for estimating chloro- phyll-a concentration. This will provide important reference value for band setting of remote sensing sensor and band choosing of real chlorophyll-a estimation by remote sensing in water.

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