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Satellite-based monitoring and statistics for raft and cage aquaculture in China’s offshore waters
International Journal of Applied Earth Observation and Geoinformation ( IF 7.5 ) Pub Date : 2020-05-07 , DOI: 10.1016/j.jag.2020.102118
Yueming Liu , Zhihua Wang , Xiaomei Yang , Yuanzhi Zhang , Fengshuo Yang , Bin Liu , Peiyuan Cai

Based on Landsat 8 remote sensing images, a combination of an unsupervised classification algorithm and artificial review was used to extract areas for Chinese offshore raft and cage aquaculture in 2018. The results of the extraction showed that China’s 2018 coastal zone raft aquaculture area comprised 194,110 ha, of which the province having the largest raft aquaculture area was Jiangsu (28.77 %), followed by Fujian (20.42 %) and Shandong (13.11 %). The cage aquaculture area covered 57,847,799 square meters, of which the provinces with the largest cage aquaculture area were Fujian (64.81 %), Guangdong (17.45 %), and Liaoning (5.63 %). In addition, by combining high-resolution remote sensing image visual interpretation and field investigation, the classification of 1200 sample points in four regions was determined, and the accuracy of the aquaculture area extraction was found to be 87.35 %. The extraction results can be used not only to evaluate China’s aquaculture production but also offer significant reference value for scientific planning related to sea use, ecological environmental protection, and marine disaster prevention and mitigation.

更新日期:2020-05-07
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