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| DOI | 10.1038/s41597-024-03290-4 |
| A high-resolution dataset of water bodies distribution over the Tibetan Plateau | |
| 发表日期 | 2024 |
| EISSN | 2052-4463 |
| 起始页码 | 11 |
| 结束页码 | 1 |
| 卷号 | 11期号:1 |
| 英文摘要 | Water body (WB) extraction is the basic work of water resources management. Tibetan Plateau is one of the largest alpine lake systems in the world. However, research on the characteristics of water bodies (WBs) is mainly focused on large and medium WBs due to spatial resolution. This research presents a dataset containing a 2-m resolution map of WBs in 2020 based on Gaofen-1 data, and morphometric and landscape indices of WBs across the Tibetan Plateau. The Swin-UNet model is well performed with overall accuracy at 98%. The total area of WBs is 56354.6 km2 across Tibetan Plateau in 2020. The abundance compared with that from size-abundance relationship indicate WBs in the Tibetan Plateau conformed to the classic power scaling law. We evaluate the influence of spatial-resolution in WB extraction, which shows the dataset could be valuable to fill the gap of existing WBs map, especially for small waters. The dataset is valuable for revealing the spatial patterns of WBs, and understanding the impacts of climate change on water resources in Plateau. |
| 语种 | 英语 |
| WOS研究方向 | Science & Technology - Other Topics |
| WOS类目 | Multidisciplinary Sciences |
| WOS记录号 | WOS:001214463700003 |
| 来源期刊 | SCIENTIFIC DATA
 |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/293148 |
| 作者单位 | Chinese Academy of Sciences; Aerospace Information Research Institute, CAS; China University of Mining & Technology; Chinese Academy of Sciences; Aerospace Information Research Institute, CAS; Chinese Academy of Sciences; Aerospace Information Research Institute, CAS; Chinese Academy of Sciences; University of Chinese Academy of Sciences, CAS; Chinese Academy of Sciences; Shenzhen Institute of Advanced Technology, CAS; Chinese Academy of Sciences; Aerospace Information Research Institute, CAS |
| 推荐引用方式 GB/T 7714 | . A high-resolution dataset of water bodies distribution over the Tibetan Plateau[J],2024,11(1). |
| APA | (2024).A high-resolution dataset of water bodies distribution over the Tibetan Plateau.SCIENTIFIC DATA,11(1). |
| MLA | "A high-resolution dataset of water bodies distribution over the Tibetan Plateau".SCIENTIFIC DATA 11.1(2024). |
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