Monitoring and Analysis of Water Level Changes in Mekong River from ICESat-2 Spaceborne Laser Altimetry

被引:17
|
作者
Lao, Jieying [1 ,2 ,3 ]
Wang, Cheng [1 ,2 ,3 ]
Nie, Sheng [2 ,3 ]
Xi, Xiaohuan [2 ,3 ]
Wang, Jinliang [1 ]
机构
[1] Yunnan Normal Univ, Fac Geog, Kunming 650500, Yunnan, Peoples R China
[2] Int Res Ctr Big Data Sustainable Dev Goals, Beijing 100094, Peoples R China
[3] Chinese Acad Sci, Aerosp Informat Res Inst AIR, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
ICESat-2; laser altimetry; Mekong River; water level; change analysis; SATELLITE RADAR ALTIMETRY; LAKES; LAND;
D O I
10.3390/w14101613
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The monitoring and analysis of the water level in the Mekong River is of major importance in water resources security, management, and geostrategic cooperation. This study proposed a new approach for monitoring and analysis of changes in water level of the Mekong River by using ICESat-2 spaceborne laser altimetry. River water levels were extracted from ICESat-2 inland water level data (ATL13). Then, the remote-sensed water level was quantitatively compared with the in situ water level measured by hydrological stations. Finally, the responses of water level to natural and anthropogenic factors were explored. The results showed that the ATL13 products provided river water level data with a high precision (root mean square error (RMSE) = 0.24 m, bias = -0.11 m) and a low measurement uncertainty (median of standard deviations (MSD) = 0.04). The analysis indicated that ATL13 products under different beam intensities and acquisition times can be applied to derive river water level. However, the use of nighttime measurements achieved slightly higher accuracies. The seasonal characteristics of river water level (flooding season from May to October and dry season from November to April of the next year) were because of natural factors, such as upstream flow and rainfall. A comparison of water level changes among different periods showed that hydropower development generally decreased the range of water level in the flooding season and increased water level in the dry season, thereby mitigating the current uneven spatial and temporal distribution characteristics of water resources in Mekong basin.
引用
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页数:12
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