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Preliminary assessment of eutrophication by remotely sensed chlorophyll-a in Toyama Bay, the Sea of Japan

机译:日本海富山湾遥感叶绿素-a富营养化的初步评估

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Time series of the chlorophyll-a concentration (Chl-a) observed by ocean color satellites from 1998 to 2009 were used to assess eutrophication in Toyama Bay, the?Sea of Japan. An overall mean of Chl-a during the 12-year period was used to divide the study area into “high” or “low” Chl-a areas based on a reference condition of 5?mg?m?3. The annual maximum monthly mean Chl-a trend was estimated pixel-wise and its significance examined by the Sen slope test at a 90?% confidence level. By combining the level and trend of remotely sensed Chl-a, Toyama Bay was then classified into six eutrophication states: high-increasing, high-no trend, high-decreasing, low-increasing, low-no trend and low-increasing. Our study indicates that the combined use of both the level and trend of remotely sensed Chl-a can be an efficient method to preliminarily assess eutrophication of coastal waters after a quality screening process with level 2 flags and validation with in situ Chl-a data.
机译:利用1998年至2009年海洋彩色卫星观测到的叶绿素a浓度(Chl-a)的时间序列来评估日本海富山湾的富营养化。根据参考条件5?mg?m?3,将12年内Chl-a的总体平均值用于将研究区域分为“高”或“低” Chl-a区域。每年最大月平均Chl-a趋势是按像素估算的,其显着性通过Sen斜率检验在90%置信水平下进行了检验。通过结合遥感Chl-a的水平和趋势,富山湾被划分为六个富营养化状态:高增加,高无趋势,高减少,低增加,低无趋势和低增加。我们的研究表明,结合使用遥感Chl-a的水平和趋势,可以是一种有效的方法,该方法可以在使用2级标志进行质量筛选并通过原位Chl-a数据进行验证之后,初步评估沿海水域的富营养化。

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