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Remote sensing algorithm for detecting green tide in China coastal waters based on GF1-WFV and HJ-CCD data
Zhang, Hailong1; Sun, Deyong1; Li, Junsheng1; Qiu, Zhongfeng1; Wang, Shengqiang1; He, Yijun1
刊名Guangxue Xuebao/Acta Optica Sinica
2016
卷号36期号:6
通讯作者Sun, Deyong (sundeyong1984@163.com)
英文摘要A large area outbreak of green tide poses serious negative impact on marine environment, fishery economy, and coastal tourism. Remote sensing technology has an advantage in macroscopic and dynamic monitoring of green tide in time, and is of significance for green tide treatment and prevention in time to reduce economic lost. We extract spectral reflectance characteristics of green tide from remote sensing data in coastal waters, and analyze spectral differences between green tide and normal waters. Towards the domestic satellite data of HJ-1 and GF-1, we develop a multispectral green tide index (MGTI)-multiband difference coupling algorithm that can be used to effectively detect green tide based on remote sensing technology. Meanwhile, remote sensing monitoring of green tide area by using Landsat7-ETM+ data is collected as reference, and also two conventional remote sensing algorithms, including normalized difference vegetation index (NDVI) and enhanced vegetation index (EVI), can be used for comparing with our developed algorithm. The obtained results demonstrate that the developed algorithm can be effectively applied into green tide monitoring in China coastal waters, and the monitoring accuracy is approximately 94%. This research can provide a theoretical basis and strategy for using domestic satellite data to monitor green tide in coastal waters. © 2016, Chinese Lasers Press. All right reserved.
收录类别EI
语种中文
WOS记录号WOS:20162502529778
内容类型期刊论文
源URL[http://ir.radi.ac.cn/handle/183411/39675]  
专题遥感与数字地球研究所_SCI/EI期刊论文_期刊论文
作者单位1. School of Marine Science, Nanjing University of Information Science and Technology, Nanjing
2.Jiangsu
3.210044, China
4. Jiangsu Research Center for Ocean Survey Technology, Nanjing University of Information Science and Technology, Nanjing
5.Jiangsu
6.210044, China
7. Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing
8.100094, China
推荐引用方式
GB/T 7714
Zhang, Hailong,Sun, Deyong,Li, Junsheng,et al. Remote sensing algorithm for detecting green tide in China coastal waters based on GF1-WFV and HJ-CCD data[J]. Guangxue Xuebao/Acta Optica Sinica,2016,36(6).
APA Zhang, Hailong,Sun, Deyong,Li, Junsheng,Qiu, Zhongfeng,Wang, Shengqiang,&He, Yijun.(2016).Remote sensing algorithm for detecting green tide in China coastal waters based on GF1-WFV and HJ-CCD data.Guangxue Xuebao/Acta Optica Sinica,36(6).
MLA Zhang, Hailong,et al."Remote sensing algorithm for detecting green tide in China coastal waters based on GF1-WFV and HJ-CCD data".Guangxue Xuebao/Acta Optica Sinica 36.6(2016).
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