Validation of MODIS-based monitoring for a green tide in the Yellow Sea with the aid of unmanned aerial vehicle

Fuxiang Xu; Zhiqiang Gao; Weitao Shang; Xiaopeng Jiang; Xiangyu Zheng; Jicai Ning; Debin Song

doi:10.1117/1.JRS.11.012007

29 March 2017 Validation of MODIS-based monitoring for a green tide in the Yellow Sea with the aid of unmanned aerial vehicle

Fuxiang Xu, Zhiqiang Gao, Weitao Shang, Xiaopeng Jiang, Xiangyu Zheng, Jicai Ning, Debin Song

Author Affiliations +

Funded by: Qingdao National Laboratory of Marine Science and Technology, Aoshan Science and Technology Innovation Program of Qingdao National Laboratory for Marine Science and Technology, Qingdao National Laboratory for Marine Science and Technology, Strategic Priority Research Program of the Chinese Academy of Sciences, Chinese Academy of Sciences, Basic Special Program of Ministry of Science and Technology, Ministry of Science and Technology, Ministry of Science and Technology of the People’s Republic of China (Chinese Ministry of Science and Technology), Basic Special Program of Ministry of Science Technology, Key Research Program of the Chinese Academy of Sciences

Journal of Applied Remote Sensing, Vol. 11, Issue 1, 012007 (March 2017). https://doi.org/10.1117/1.JRS.11.012007

Abstract

Previous studies have shown that Terra moderate resolution imaging spectroradiometer (MODIS) has low detection and characterization efficiency when mapping a green tide (Ulva prolifera) in the Yellow Sea. To quantify the uncertainty in mapping of the green tide using MODIS data, comparisons were conducted between quasi synchronous MODIS images and in situ observation data, as well as an unmanned aerial vehicle (UAV) image. The results show that MODIS images could detect the location of large (<100 m) floating green algae patches with good positional accuracy but tended to ignore the existence of small patches less than 10 m in width. The floating macroalgae area extracted using MODIS was several times larger than the area mapped using the UAV image. The Sentinel-2 multispectral instrument, the Chinese high-resolution GF-1 wide field camera, and the Chinese HJ-1 charge-coupled device are recommended for early green tide detection, whereas MODIS is suitable for green tide monitoring. The UAV could also play an important role in regional green tide monitoring with the advantages of flexibility, smaller dimensions, high spatial resolution, and low cost.

Citation Download Citation

Fuxiang Xu, Zhiqiang Gao, Weitao Shang, Xiaopeng Jiang, Xiangyu Zheng, Jicai Ning, and Debin Song "Validation of MODIS-based monitoring for a green tide in the Yellow Sea with the aid of unmanned aerial vehicle," Journal of Applied Remote Sensing 11(1), 012007 (29 March 2017). https://doi.org/10.1117/1.JRS.11.012007

Received: 14 November 2016; Accepted: 21 March 2017; Published: 29 March 2017

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