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Published： 2018-3 ，
Accepted： 13 October 2017
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章吴婷, 张秀英, 刘磊, 赵丽敏, 卢学鹤. 2018. 多源卫星遥感的华北平原大气NO2浓度时空变化. 遥感学报, 22(2): 335–346
Zhang W T, Zhang X Y, Liu L, Zhao L M and Lu X H. 2018. Spatial variations in NO2 trend in North China Plain based on multi-source satellite remote sensing. Journal of Remote Sensing, 22(2): 335–346
为探讨1996年以来华北平原对流层NO
2
柱浓度变化的空间特征，基于GOME、SCIAMACHY和OMI卫星传感器的监测数据，以SCIAMACHY的NO
2
柱浓度为基准，根据建立的GOME和SCIAMACHY，SCIAMACHY和OMI之间的相关关系，校正GOME和OMI监测的NO
2
数据；利用线性正弦曲线模型拟合方法研究1996年—2016年长时间序列华北平原对流层NO
2
变化的空间分布特征。结果显示，华北平原对流层NO
2
浓度自1996年开始持续上升，到2011年达到最高值，然后呈现下降趋势。该变化趋势主要受经济发展和环保政策的双重影响。1996年—2011年，NO
2
柱浓度高值区分布在北京市、天津市、河北唐山市和保定市、山东德州市和济南市、安徽滁州市以及江苏南京市、常州市和无锡市，并且具有较高增长率；2012年—2016年NO
2
柱浓度平均值远高于1996年—2011年NO
2
柱浓度平均值，高值地区范围扩大，分布在河北南部、河南北部和山东西部，但华北平原地区NO
2
柱浓度均呈现负增长，表明 “十二五”规划提出的大气环保政策取得了显著成效。同时，对流层NO
2
柱浓度可以反映典型环保事件如北京奥运会、国庆阅兵和南京青奥会时期大气环保政策的实施效果。
A trend analysis based on observations from GOME
SCIAMACHY
and OMI of the tropospheric NO
2
column from 1996 to 2016 in North China Plain is presented. The columnar NO
2
showed a rapid increase from 1996 to 2011
especially in Beijing
Tianjin
and Hebei. On the contrary
a significant decrease in tropospheric NO
2
column was observed in North China Plain from 2012 to 2016 because of the effective control strategies from the twelfth Five-Year Plan. This study aims to investigate the spatial variations in tropospheric NO
2
trend from 1996 to 2016 in North China Plain
from which the driving factors of economic development and polices were derived. First
the liner regression analysis method was used among tropospheric NO
2
columns from GOME
SCIAMCHY
and OMI. Second
the spatial variations in NO
2
trend in North China Plain were investigated using multivariate linear regression. Results showed that NO
2
columns in North China Plain increased by 10.3% per year from 1996 to 2011
and then decreased by 8.77% per year from 2012 to 2016 because of the rapid economic development
environmental protection policy
and rainfall. From 1996 to 2011
high NO
2
columns were mainly concentrated in Beijing
Tianjin
Tangshan
Baoding
Dezhou
Jinan
Nanjing
Changzhou
and Wuxi
with the value of NO
2
columns being larger than 600×10
13
molec·/cm
2
. Low NO
2
columns were mainly concentrated in northern Hebei and southwestern Henan provinces
with the value of NO
2
columns being less than 200×10
13
molec·/cm
2
. The trend of NO
2
columns had an acceptable agreement (0.54) with NO
2
concentration in the space
indicating that the increase was mostly distributed in the region with high value. From 2012 to 2016
the high value of NO
2
columns spread to southern Hebei
northern Henan
and western Shandong. Generally
the average NO
2
column from 2012 to 2016 was considerably higher than that from 1996 to 2011. The trend of NO
2
column decreased from 2012 to 2016 over North China Plain probably because of the effective control strategies implemented during the twelfth Five-Year Plan. In addition
tropospheric NO
2
column showed a significant reduction during typical events in North China Plain
such as
Beijing Olympics
military parade
and Nanjing Youth Olympic Games. The tropospheric NO
2
columns measured by GOME
SCIAMACHY
and OMI could be used to indicate the variations of NO
x
emissions. Results showed that the increase and decrease trends may be affected by rapid economic development
environmental protection policies
and rainfall.
变化趋势对流层NO2柱浓度华北平原多源遥感长时间序列
trend analysistropospheric NO2 columnsNorth China Plainmulti-source satellite remote sensinglong time period
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