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Satellite remotely-sensed analysis of temporal-spatial variations of chlorophyll-a concentration in South China Sea

机译:南海卫星叶绿素a浓度时空变化的卫星遥感分析

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Taking the South China Sea as the study area, the present paper aims to obtain the spatial and temporal distributions of chlorophyll-a, based on the chlorophyll-a data remote sensed by SeaWiFS from September 1997 to December 2010. Calculate the monthly average of chlorophyll-a concentration through space superposition and analysis the distribution characteristics. In consideration of space regional characteristics of chlorophyll-a concentration in the research area, divide the research area into three zones used the spatial clustering method based on grid density and discuss the seasonal variation in each zone. In order to quantitatively express spatial distribution characteristics of chlorophyll-a concentration, a sinusoidal curve model is established using MATLAB to fit the time series in these zones for simulating the change trends, variation periods and fluctuation ranges of chlorophyll-a.
机译:本文以南海为研究区域,以1997年9月至2010年12月SeaWiFS遥感的叶绿素a数据为基础,获取叶绿素a的时空分布。计算叶绿素的月平均值。 -通过空间叠加进行集中并分析其分布特征。考虑到研究区域中叶绿素a浓度的空间区域特征,使用基于网格密度的空间聚类方法将研究区域划分为三个区域,并讨论每个区域的季节变化。为了定量表达叶绿素a浓度的空间分布特征,使用MATLAB建立了正弦曲线模型以拟合这些区域中的时间序列,以模拟叶绿素a的变化趋势,变化周期和波动范围。

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