Monitoring Lake Volume Variation from Space Using Satellite Observations-A Case Study in Thac Mo Reservoir (Vietnam)

被引:11
|
作者
Binh Pham-Duc [1 ]
Frappart, Frederic [2 ]
Quan Tran-Anh [3 ]
Si, Son Tong [1 ]
Hien Phan [1 ]
Son Nguyen Quoc [1 ]
Anh Pham Le [1 ]
Bach Do Viet [4 ]
机构
[1] Univ Sci & Technol Hanoi, Vietnam Acad Sci & Technol, REMOSAT, Hanoi 10000, Vietnam
[2] INRAE, Bordeaux Sci Agro, UMR 1391 ISPA, F-33140 Villenave Dornon, France
[3] Hanoi Univ Min & Geol, Fac Environm, Hanoi 10000, Vietnam
[4] Son La Hydro Power Plant, Son La 34000, Vietnam
关键词
lake volume monitoring; satellite data; Sentinel-1; Sentinel-2; Jason-3; altimetry data; Thac Mo reservoir; Vietnam; GOOGLE EARTH ENGINE; BIG DATA APPLICATIONS; SIZE-DISTRIBUTION; SURFACE-WATER; EVAPORATION; VALIDATION; ABUNDANCE; ALTIMETRY; MONSOON; IMAGERY;
D O I
10.3390/rs14164023
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study estimates monthly variation of surface water volume of Thac Mo hydroelectric reservoir (located in South Vietnam), during the 2016-2021 period. Variation of surface water volume is estimated based on variation of surface water extent, derived from Sentinel-1 observations, and variation of surface water level, derived from Jason-3 altimetry data. Except for drought years in 2019 and 2020, surface water extent of Thac Mo reservoir varies in the range 50-100 km(2), while its water level varies in the range 202-217 m. Correlation between these two components is high (R = 0.948), as well as correlation between surface water maps derived from Sentinel-1 and free-cloud Sentinel-2 observations (R = 0.98), and correlation between surface water level derived from Jason-3 altimetry data and from in situ measurement (R = 0.99; RMSE = 0.86 m). We showed that water volume of Thac Mo reservoir varies between -0.3 and 0.4 km(3) month(-1), and it is in a very good agreement with in situ measurement (R = 0.95; RMSE = 0.0682 km(3) month(-1)). This study highlights the advantages in using different types of satellite observations and data for monitoring variation of lakes' water storage, which is very important for regional hydrological models. Similar research can be applied to monitor lakes in remote areas where in situ measurements are not available, or cannot be accessed freely.
引用
收藏
页数:18
相关论文
共 41 条
  • [1] Applying the Soil and Water Assessment Tool Model for Integrated Lake Basin Management in Northern Vietnam: Case Study of the Thac Ba Reservoir Basin
    Nguyen, Tue Ngoc
    Nguyen, Truong Xuan
    Pham, Tien Van
    Nguyen, Duc-Trung
    [J]. ENVIRONMENTAL ENGINEERING SCIENCE, 2021, 38 (11) : 1027 - 1035
  • [2] Monitoring the storage volume of impounding reservoirs in inaccessible regions using multi-sensor satellite data: the case study of Tuyen Quang Reservoir (Vietnam)
    Thao, Nguyen Thien Phuong
    Thai, Nguyen Duy
    Ha, Nguyen Thi Thu
    Vinh, Pham Quang
    Thanh, Dinh Xuan
    [J]. VIETNAM JOURNAL OF EARTH SCIENCES, 2023, 45 (02): : 199 - 218
  • [3] Comparison of multi-source satellite remote sensing observations for monitoring the variations of small lakes: a case study of Dai Lai Lake (Vietnam)
    Pham-Duc, Binh
    [J]. JOURNAL OF WATER AND CLIMATE CHANGE, 2024, 15 (01) : 157 - 170
  • [4] Enhancing perspectives on lake impairments using satellite observations: A case study on High Rock Lake, North Carolina
    Di Vittorio, Courtney A.
    Moerk, Michael
    Kreutzberger, William
    [J]. JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 2023, 59 (05): : 1067 - 1083
  • [5] MONITORING OF ARTIFICIAL RESERVOIR INDUCED LANDSLIDES FROM SPACE: A CASE STUDY OF FROM INDIA
    Mishra, Vishal
    Singh, Chandrahas
    Jain, Kamal
    [J]. XXIV ISPRS CONGRESS: IMAGING TODAY, FORESEEING TOMORROW, COMMISSION III, 2022, 43-B3 : 1147 - 1152
  • [6] A method for monitoring glacial loss and temperature variation using satellite observations: Case study of Pico de Orizaba and Iztaccihuatl (Mexico)
    Viola, Donna
    McKay, Christopher P.
    Navarro-Gonzalez, Rafael
    [J]. ARCTIC ANTARCTIC AND ALPINE RESEARCH, 2019, 51 (01) : 379 - 396
  • [7] Using Windbreaks for Decreasing Lake and Reservoir Evaporation: A Case Study from Iran
    Monfared, Seyed Arman Hashemi
    Rezapour, Mehdi
    Zhian, Tahmineh
    [J]. POLISH JOURNAL OF ENVIRONMENTAL STUDIES, 2019, 28 (04): : 2289 - 2298
  • [8] Comparison and correction of satellite measurements using in-situ observations of lake surface heights: A case study in lake Baikal
    Vuglinsky, V. S.
    Cretaux, J-F
    Izmailova, A. V.
    Gusev, S. I.
    Berge-Nguyen, M.
    Calmettes, B.
    [J]. ADVANCES IN SPACE RESEARCH, 2023, 71 (10) : 4030 - 4044
  • [9] Monitoring monthly variation of Tonle Sap Lake water volume using Sentinel-1 imagery and satellite altimetry data
    Pham-Duc, Binh
    Anh, Quan Tran
    Si, Son Tong
    [J]. VIETNAM JOURNAL OF EARTH SCIENCES, 2023, 45 (03): : 479 - 496
  • [10] Water Volume Variations Estimation and Analysis Using Multisource Satellite Data: A Case Study of Lake Victoria
    Lin, Yi
    Li, Xin
    Zhang, Tinghui
    Chao, Nengfang
    Yu, Jie
    Cai, Jianqing
    Sneeuw, Nico
    [J]. REMOTE SENSING, 2020, 12 (18)