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闫欢欢，王后茂，王维和，张兴赢.2021.高分五号大气痕量气体差分吸收光谱仪观测数据的火山喷发SO2总量反演.遥感学报，25（11）： 2326-2338
Yan H H，Wang H M，Wang W H and Zhang X Y. 2021. Volcanic SO2 retrieved from GF-5 Environmental trace gas Monitoring Instrument. National Remote Sensing Bulletin， 25（11）：2326-2338
火山喷发产生的高浓度SO
2
气体及其远距离输送会对全球气候变化和航空飞行安全产生重要影响。卫星遥感技术以大面积连续观测、高时空分辨率等优势成为大气SO
2
监测的重要手段之一。作为中国第一颗紫外可见光波段的高光谱载荷，高分五号卫星大气痕量气体差分吸收光谱仪（GF-5 EMI）通过探测地球大气或表面反射、散射的紫外辐射来解析SO
2
总量的分布和变化。本文首先基于大气辐射传输模型SCIATRAN，选择中低纬地区地表类型均一的海洋区域像元，模拟了典型大气条件下的晴空天顶反照率，用以评价EMI载荷天顶观测光谱的精度。其次，基于TROPOMI L1 Radiance辐亮度数据和DOAS反演原理，经477 nm O
4
云筛选、光谱定标、慢变剔除、斜柱转垂直柱等步骤后，获得同一火山喷发区域的SO
2
总量反演结果并与TROPOMI官方offline L2 SO
2
产品进行对比分析。最后，利用GF-5 EMI UV-2通道观测数据，采用DOAS算法反演获得GF-5 EMI大气SO
2
总量，并将反演结果与国际同类载荷S5P/TROPOMI SO
2
总量结果进行比较分析，评判GF-5 EMI在全球火山活动SO
2
变化监测方面的能力。结果显示，300—400 nm波段范围内，海洋区域采样点EMI观测光谱值低于SCIATRAN模拟光谱值，EMI与TROPOMI观测光谱呈现出相似的系统性偏差。基于高空间高光谱分辨率的TROPOMI L1 Radiance辐亮度数据、315—327 nm、325—335 nm和360—390 nm共3个波段窗口、以及上述DOAS反演原理获得的SO
2
结果与TROPOMI官方发布的offline L2 SO
2
产品结果相关性较高，两者的相关系数可达到0.97—0.99，相对偏差在3%—9%。GF-5 EMI能够获取火山喷发SO
2
排放的时空分布特征，并与国际同类载荷TROPOMI反演结果具有较高的空间一致性，能够满足全球火山喷发监测、预警及其气候影响研究的应用需求。
Sulfur dioxide (SO
2
) from volcanic eruption and its long-distance transportation has a significant impact on global climate change and aviation safety. Satellite remote sensing technology provides an unprecedented advantage for continuous
large spatial and short-revisit monitoring for atmospheric SO
2
. GF-5 Environmental trace gas Monitoring Instrument (EMI) with high spatial resolution is the China’s first instrument of hyper spectral measurements with wavelength range from 240 nm to 710 nm
and makes daily global observations of key atmospheric constituents
including ozone
nitrogen dioxide
sulfur dioxide.
In this paper
based on the atmospheric radiation transfer model SCIATRAN
the clear sky albedo under typical atmospheric conditions is simulated by selecting the ocean area pixels with uniform surface types in the middle and low latitudes to evaluate the accuracy of the EMI Top-of-Atmosphere (TOA) albedo.
Secondly
based on the S5P/TROPOMI L1 Radiance data and the DOAS algorithm
after 477nm O
4
cloud screening
spectral calibration
slant column to vertical column conversion
the inversion results of total SO
2
columns over volcanic eruption areas were obtained and compared with TROPOMI offline L2 SO
2
products.
Finally
GF-5/EMI SO
2
columns were retrieved by using GF-5 EMI UV-2 band observations and DOAS algorithm
and then the retrieved GF-5/EMI SO
2
columns were compared with similar S5P/TROPOMI SO
2
columns to evaluate the ability of GF-5/EMI on monitoring global SO
2
change from volcanic activity.
Results show that
in the band range of 300—400 nm
the EMI spectra of the sampling points in the ocean area are lower than the simulated spectra of SCIATRAN
and EMI and TROPOMI spectra show similar systematic biases. SO
2
obtained by using TROPOMI L1 Radiance data
three band windows of 315—327 nm
325—335 nm and 360—390 nm
and DOAS inversion algorithm are compared with the TROPOMI offline L2 SO
2
products
which show high correlations (correlation coefficient between 0.97—0.99
relative deviation between 3% and 9%). Therefore
GF-5/EMI can obtain the daily distribution of SO
2
from volcanic eruption. The accuracy of GF-5/EMI SO
2
columns can meet the needs of application of global volcano monitoring.
遥感GF-5 EMI火山SO2总量DOASTROPOMI
remote sensingGF-5 EMIvolcanoSO2 columnDOASTROPOMI
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