Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.3390/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
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ISSN | 2072-4292 |
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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