首页|基于MODIS和CALIOP卫星遥感数据的气溶胶光学厚度与海洋初级生产力相关性

基于MODIS和CALIOP卫星遥感数据的气溶胶光学厚度与海洋初级生产力相关性

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利用2003~2014年的MODIS和2009~2014年的CALIOP卫星遥感数据产品,分析了我国华北地区(32°N~42°N,112°E~121°E)气溶胶光学厚度和西北太平洋部分海域(40°N~50°N,150°E~180°E)海洋初级生产力的时空分布,并研究了二者之间的相关性.结果表明:我国华北地区气溶胶光学厚度具有年季周期性,在每年的6、7月达到峰值;西北太平洋初级生产力同样具有年季周期性,在每年的8、9月达到峰值;从华北地区到西北太平洋,在5、6月可以发现比较明显的气溶胶传输通道,高空风场也与之对应;通过对长时间序列数据进行时滞相关性分析,发现华北地区气溶胶光学厚度与滞后其1~2个月的西北太平洋初级生产力有较高相关性,相关系数在0.7~0.8(通过a=0.05的显著性检验)之间.但其中存在滞后时间短相关系数低的海域,可能是受到洋流输送的影响.
Correlation between aerosol optical depth and ocean primary productivity based on MODIS and CALIOP data
Spatial and temporal distributions of aerosol optical depth (AOD) in Huabei area of China (32°N~42°N,112°E~121°E) and the ocean primary productivity in Northwestern Pacific Ocean (40°N~50°N,140°E~180°E) were analyzed using satellite remote sensing data from MODIS (2003~2014) and CALIOP (2009~2014).And the correlations between these two parameters were further studied.The results showed that:the AOD in Huabei area varied seasonally and peaked in June and July.The ocean primary productivity in Northwestern Pacific Ocean also showed seasonal periodicity and was highest in August and September.An aerosol transportation channel from Huabei area to the Northwestern Pacific Ocean was revealed in May and June,along with the high-altitude wind fields.Indicated by Lead-lag correlation analysis of long time-series data,relatively higher correlation coefficient (ranging from 0.7 to 0.8,tested by a =0.05) was found between AOD in Huabei area and ocean primary productivity in Northwestern Pacific Ocean which lagged behind the former for 1 to 2 months.Nevertheless,areas with shorter lag time and lower correlation index might be affected by ocean current transportation.

aerosol optical depthocean primary productivityMODISCALIOPcorrelation analysis

李一凡、陈文忠

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中国海洋大学信息科学与工程学院海洋技术系,山东青岛266100

气溶胶光学厚度 海洋初级生产力 MODIS CALIOP 相关性分析

A

41375142

2017

中国环境科学
中国环境科学学会

中国环境科学

CSTPCDCSCDCHSSCD北大核心EI
影响因子:2.174
ISSN:1000-6923
年,卷(期):2017.37(1)
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