基于MERIS数据的滇池叶绿素浓度时空变化(2003-2009年)及趋势
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国家自然科学基金项目(40871162)资助


Spatial-temporal variation of chlorophyll-a concentration in Lake Dianchi from 2003 to 2009 and trend analysis based on MERIS data
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    摘要:

    基于多时相MERIS数据, 本文对滇池叶绿素a浓度的时空变化趋势进行了研究.以野外实测数据为基础, 对应用较好的三种叶绿素a浓度反演模型进行了验证比较, 通过精度评价和误差分析选择最优的三波段模型;将其应用到经过几何纠正和大气纠正等预处理后的MERIS数据系列, 得到2003-2009年时间序列下的57幅滇池叶绿素a浓度分布图.分析结果表明, 在2003-2009年间, 滇池叶绿素a浓度总体呈周期性波动缓慢上升趋势, 每年2-3月浓度最低, 4-11月较快上升达到峰值, 12-1月开始回落;空间分布上, 叶绿素a浓度高值区多出现在滇池北部、岸边带等靠近城镇的人口聚集区域, 且浓度越高的季节, 空间分布差异越显著。

    Abstract:

    Spatial-temporal variation trends of Chlorophyll-a concentration in Lake Dianchi were analyzed based on MERIS data.First,three popular retrieval algorithms of Chlorophyll-a concentration were calibrated by field measurements.It was found that three-band model was the best one with higher estimation accuracy.Then, the optimized three-band model was applied to 57 MER-IS images from 2003 to 2009 which were pre-processed through geometric correction,atmospheric correction,etc.At last,a series of maps about Chlorophyll-a concentration distribution of Lake Dianchi were produced.The result showed that Chlorophyll-a con-centration was rising slowly with a periodic fluctuation in Lake Dianchi.During a year,Chlorophyll-a concentration showed a de-creasing-increasing-decreasing pattern,where the minimum appeared in February and March,and the maximum occurred within September and November.Regarding to spatial distribution,Chlorophyll-a concentration was higher at the edge and the north of Lake Dianchi,which are close to the Kunming city and small towns.In addition,the higher Chlorophyll-a concentration was,the more obvious the spatial variation was.

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朱晶晶,陈晋,王胜强,杨伟,松下文经.基于MERIS数据的滇池叶绿素浓度时空变化(2003-2009年)及趋势.湖泊科学,2011,23(4):581-590. DOI:10.18307/2011.0414

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  • 收稿日期:2010-09-17
  • 最后修改日期:2010-12-06
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  • 在线发布日期: 2015-05-09
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