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12-day time-resolution dataset of surface water area in Lijiang River Basin from 2015 to 2022

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科学数据银行2023-12-06 更新2026-04-23 收录
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https://www.scidb.cn/detail?dataSetId=c5c77d6ed5924440a59185952dd05828
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资源简介:
Based on the Lijiang River basin in Guangxi, Sentinel-1 SAR data and Sentinel-2 optical data were selected for the low frequency of surface water remote sensing monitoring, incomplete identification of small water bodies, low algorithm generalization, and difficulty in applying to cloudy weather and complex terrain areas. Combined with auxiliary data such as land cover data, river and lake vector data, and based on the different imaging principles of radar and optical sensors, topological relationship of vectors was applied to extract fine surface water bodies, and remote sensing monitoring dataset of water area in the Lijiang River basin with a time resolution of 12 days and a spatial resolution of 10 meters from 2015 to 2022 was constructed. A total of 196 periods of surface water distribution vector data were included. Through the spatial distribution and quantitative accuracy verification of the dataset, the results show that the dataset can effectively eliminate the influence factors such as terrain shadow and building shadow, the overall accuracy reaches 94.15%, and the Kappa coefficient is 0.8796. This set of data can be used to support the sustainable development of water resources and ecological environment in the basin, and is of great significance in the fields of emergency management, disaster prevention and control, water conservancy development, water resource utilization and eco-environmental tourism.
提供机构:
International Research Center of Big Data for Sustainable Development Goals; China-ASEAN Regional Innovation Center for Big Earth Data; Guilin University of Electronic Technology; Aerospace Information Research Institute
创建时间:
2023-11-26
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