中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
3D-LAKES: Three-Dimensional Global Lake and Reservoir Bathymetry from ICESat-2 Altimetry and Landsat Imagery

文献类型:期刊论文

作者Huang, Chi Hsiang1; Zhang, Shuai2; Shah, Deep2; Yadav, Anshul2; Li, Yao2,4; Zhao, Gang3,5; Gao, Huilin2
刊名SCIENTIFIC DATA
出版日期2025-10-08
卷号12期号:1页码:1625
DOI10.1038/s41597-025-05911-y
产权排序5
文献子类Article
英文摘要Quantification of the water storage dynamics in global lakes and reservoirs is pivotal for understanding the roles of surface water in regional climatology, mitigating natural disasters, and preserving ecosystems. However, the ability to accurately comprehend these storage dynamics is significantly hindered by the lack of reliable and cost-effective global bathymetry information. This study introduces the 3D-LAKES dataset, which contains the area-elevation (A-E) relationship and three-dimensional (3D) bathymetry information for 510,530 global lakes and reservoirs, representing 98.9% of global surface water storage capacity. This dataset was validated using 214 A-E relationships and 12 bathymetry maps collected from in-situ measurements, showing strong agreement. The A-E relationships yield an RMSE of 0.60 m, a NRMSE of 0.14, and an R2 of 0.61; while the 3D bathymetry maps have an RMSE of 1.37 m and a NRMSE of 0.26. This dataset has the potential to support many applications, from monitoring lake/reservoir storage variations to parameterizing hydraulic/hydrological models. Such integration provides essential information for global hydrological studies, water management programs, and disaster mitigation.
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WOS关键词SURFACE-WATER ; TURBIDITY CURRENTS ; THERMAL STRUCTURE ; GREAT-LAKES ; CLIMATE ; CIRCULATION ; ELEVATION ; ABUNDANCE ; MODEL ; PONDS
WOS研究方向Science & Technology - Other Topics
语种英语
WOS记录号WOS:001589690800002
出版者NATURE PORTFOLIO
源URL[http://ir.igsnrr.ac.cn/handle/311030/217432]  
专题陆地水循环及地表过程院重点实验室_外文论文
通讯作者Gao, Huilin
作者单位1.Texas A&M Univ, Water Management & Hydrol Sci Program, College Stn, TX USA;
2.Texas A&M Univ, Zachry Dept Civil & Environm Engn, College Stn, TX 77840 USA;
3.Carnegie Inst Sci, Stanford, CA USA;
4.Southwest Univ, Sch Geog Sci, Chongqing Jinfo Mt Karst Ecosyst & Natl Observat &, Chongqing, Peoples R China;
5.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Huang, Chi Hsiang,Zhang, Shuai,Shah, Deep,et al. 3D-LAKES: Three-Dimensional Global Lake and Reservoir Bathymetry from ICESat-2 Altimetry and Landsat Imagery[J]. SCIENTIFIC DATA,2025,12(1):1625.
APA Huang, Chi Hsiang.,Zhang, Shuai.,Shah, Deep.,Yadav, Anshul.,Li, Yao.,...&Gao, Huilin.(2025).3D-LAKES: Three-Dimensional Global Lake and Reservoir Bathymetry from ICESat-2 Altimetry and Landsat Imagery.SCIENTIFIC DATA,12(1),1625.
MLA Huang, Chi Hsiang,et al."3D-LAKES: Three-Dimensional Global Lake and Reservoir Bathymetry from ICESat-2 Altimetry and Landsat Imagery".SCIENTIFIC DATA 12.1(2025):1625.

入库方式: OAI收割

来源:地理科学与资源研究所

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