Arid
DOI10.3390/rs10040490
Dust Detection and Intensity Estimation Using Himawari-8/AHI Observation
She, Lu1,2; Xue, Yong1,3; Yang, Xihua4; Guang, Jie1; Li, Ying1,2; Che, Yahui1,2; Fan, Cheng1,2; Xie, Yanqing1,2
通讯作者Xue, Yong
来源期刊REMOTE SENSING
ISSN2072-4292
出版年2018
卷号10期号:4
英文摘要

In this study, simple dust detection and intensity estimation methods using Himawari-8 Advanced Himawari Imager (AHI) data are developed. Based on the differences of thermal radiation characteristics between dust and other typical objects, brightness temperature difference (BTD) among four channels (BT11-BT12, BT8-BT11, and BT3-BT11) are used together for dust detection. When considering the thermal radiation variation of dust particles over different land cover types, a dynamic threshold scheme for dust detection is adopted. An enhanced dust intensity index (EDII) is developed based on the reflectance of visible/near-infrared bands, BT of thermal-infrared bands, and aerosol optical depth (AOD), and is applied to the detected dust area. The AOD is retrieved using multiple temporal AHI observations by assuming little surface change in a short time period (i. e., 1-2 days) and proved with high accuracy using the Aerosol Robotic Network (AERONET) and cross-compared with MODIS AOD products. The dust detection results agree qualitatively with the dust locations that were revealed by AHI true color images. The results were also compared quantitatively with dust identification results from the AERONET AOD and Angstrdm exponent, achieving a total dust detection accuracy of 84%. A good agreement is obtained between EDII and the visibility data from National Climatic Data Center ground measurements, with a correlation coefficient of 0.81, indicating the effectiveness of EDII in dust monitoring.


英文关键词dust detection aerosol optical depth dust index Himawari-8 geostationary satellite
类型Article
语种英语
国家Peoples R China ; England ; Australia
收录类别SCI-E
WOS记录号WOS:000435187500002
WOS关键词AEROSOL OPTICAL DEPTH ; SAHARAN DUST ; MINERAL DUST ; SATELLITE MEASUREMENTS ; DESERT DUST ; MODIS ; RETRIEVAL ; LAND ; REFLECTANCE ; TRANSPORT
WOS类目Remote Sensing
WOS研究方向Remote Sensing
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/212611
作者单位1.Chinese Acad Sci, State Key Lab Remote Sensing Sci, Inst Remote Sensing & Digital Earth, Beijing 100101, Peoples R China;
2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China;
3.Univ Derby, Dept Elect Comp & Math, Coll Engn & Technol, Derby DE22 1GB, England;
4.New South Wales Off Environm & Heritage, Parramatta, NSW 2150, Australia
推荐引用方式
GB/T 7714
She, Lu,Xue, Yong,Yang, Xihua,et al. Dust Detection and Intensity Estimation Using Himawari-8/AHI Observation[J],2018,10(4).
APA She, Lu.,Xue, Yong.,Yang, Xihua.,Guang, Jie.,Li, Ying.,...&Xie, Yanqing.(2018).Dust Detection and Intensity Estimation Using Himawari-8/AHI Observation.REMOTE SENSING,10(4).
MLA She, Lu,et al."Dust Detection and Intensity Estimation Using Himawari-8/AHI Observation".REMOTE SENSING 10.4(2018).
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