China Aero Geophysical Survey and Remote Sensing Center for Natural ResourcesHost
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2022 Vol. 34, No. 3
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MA Shanmu, GAN Fuping, WU Huaichun, YAN Bokun. 2022. ICESat-2 data-based monitoring of 2018—2021 variations in the water levels of lakes in the Qinghai-Xizang Plateau. Remote Sensing for Natural Resources, 34(3): 164-172. doi: 10.6046/zrzyyg.2021329
Citation: MA Shanmu, GAN Fuping, WU Huaichun, YAN Bokun. 2022. ICESat-2 data-based monitoring of 2018—2021 variations in the water levels of lakes in the Qinghai-Xizang Plateau. Remote Sensing for Natural Resources, 34(3): 164-172. doi: 10.6046/zrzyyg.2021329

ICESat-2 data-based monitoring of 2018—2021 variations in the water levels of lakes in the Qinghai-Xizang Plateau

  • The variation in the water levels of lakes is an important indicator for the study of changes in climate and ecological environment and water resources rating. It was previously difficult for altimetry satellites to monitor small and medium-sized lakes, but the newly launched ICESat-2 satellite can improve the monitoring comprehensiveness and precision of lakes’ water levels. Based on the data coverage of ICESat-2 satellite land observation products, the high-precision dynamic monitoring of water levels was conducted for 473 lakes covering an area greater than 1 km2 in the Qinghai-Xizang Plateau from October 2018 to April 2021. The spatio-temporal variations of water levels of these lakes were analyzed from three aspects: the overall variations in the water levels of lakes in the Qinghai-Xizang Plateau, the basin-scaled and regional variations in the water levels of lakes, and the monthly or quarterly variation trends of water levels of typical lakes. The study results are as follows. In the past three years, the water levels of lakes in the Qinghai-Xizang Plateau continuously rose, with an average annual rate of variation of 0.013 m/a. The water levels of large, medium-sized, and small lakes rose significantly, rose gently, and dropped slightly, respectively. In terms of spatial distribution, the water levels of lakes in each basin generally showed an upward trend, and most of the lakes with declining water levels had relatively high elevations. During the monitoring period, the water level of Siling Co Lake rose by 1 m and that of Kering Tso Lake declined by 1 m. This study provides the latest monitoring data on the water levels of some lakes on the Qinghai-Xizang Plateau, which are conducive to the study of dynamic variation monitoring of lakes.
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  • [1] Zhang Q, Liu C L, Xu C Y, et al. Observed trends of annual maximum water level and streamflow during past 130 years in the Yangtze River basin,China[J]. Journal of Hydrology, 2006, 324(1-4):255-265.

    Google Scholar

    [2] Wan W, Long D, Hong Y, et al. A lake data set for the Xizang Plateau from the 1960s,2005,and 2014[J]. Scientific Data, 2016, 3:160039.

    Google Scholar

    [3] 高乐, 廖静娟, 刘焕玲, 等. 卫星雷达测高的应用现状及发展趋势[J]. 遥感技术与应用, 2013, 28(6):978-983.

    Google Scholar

    [4] Gao L, Liao J J, Liu H L, et al. Applying status and development tendency of satellite Radar altimeter[J]. Remote Sensing Technolo-gy and Application, 2013, 28(6):978-983.

    Google Scholar

    [5] Hwang C, Cheng Y S, Han J, et al. Multi-decadal monitoring of lake level changes in the Qinghai-Xizang Plateau by the TOPEX/Poseidon-family altimeters:Climate implication[J]. Remote Sensing, 2016, 8(6):446.

    Google Scholar

    [6] Gao L, Liao J, Shen G. Monitoring lake-level changes in the Qinghai-Xizang Plateau using Radar altimeter data (2002—2012)[J]. Journal of Applied Remote Sensing, 2013, 7(1):073470.

    Google Scholar

    [7] Song C, Huang B, Ke L, et al. Seasonal and abrupt changes in the water level of closed lakes on the Xizang Plateau and implications for climate impacts[J]. Journal of Hydrology, 2014(514):131-144.

    Google Scholar

    [8] Chen J, Liao J. Monitoring lake level changes in China using multi-altimeter data (2016—2019)[J]. Journal of Hydrology, 2020, 590:125544.

    Google Scholar

    [9] 姜卫平, 褚永海, 李建成, 等. 利用ENVISAT测高数据监测青海湖水位变化[J]. 武汉大学学报(信息科学版), 2008(1):64-67.

    Google Scholar

    [10] Jiang W P, Chu Y H, Li J C, et al. Water level variation of Qinghai Lake from altimeteric data[J]. Geomatics and Information Science of Wuhan University, 2008(1):64-67.

    Google Scholar

    [11] 赵云, 廖静娟, 沈国状, 等. 卫星测高数据监测青海湖水位变化[J]. 遥感学报, 2017, 21(4):633-644.

    Google Scholar

    [12] Zhao Y, Liao J J, Shen G Z, et al. Monitoring the water level changes in Qinghai Lake with satellite altimetry data[J]. Journal of Remote Sensing, 2017, 21(4):633-644.

    Google Scholar

    [13] 吴红波, 陈艺多. 联合Landsat影像和ICESat测高数据估计青海湖湖泊水量变化[J]. 水资源与水工程学报, 2020, 31(5):7-15,22.

    Google Scholar

    [14] Wu H B, Chen Y D. Estimation of lake water storage change of Qinghai Lake based on the ICESat satellite altimetry data and Landsat satellite imageries[J]. Journal of Water Resources and Water Engineering, 2020, 31(5):7-15,22.

    Google Scholar

    [15] 廖静娟, 薛辉, 陈嘉明. 卫星测高数据监测青藏高原湖泊2010年—2018年水位变化[J]. 遥感学报, 2020, 24(12):1534-1547.

    Google Scholar

    [16] Liao J J, Xue H, Chen J M. Monitoring lake level changes on the Xizang Plateau from 2000 to 2018 using satellite altimetry data[J]. Journal of Remote Sensing, 2020, 24(12):1534-1547.

    Google Scholar

    [17] Neuenschwander A, Pitts K. The ATL08 land and vegetation product for the ICESat-2 mission[J]. Remote Sensing of Environment, 2019(221):247-259.

    Google Scholar

    [18] Abdalati W, Zwally H J, Bindschadler R, et al. The ICESat-2 laser altimetry mission[J]. Proceedings of the IEEE, 2010, 98(5):735-751.

    Google Scholar

    [19] Markus T, Neumann T, Martino A, et al. The ice,cloud,and land elevation satellite-2 (ICESat-2):Science requirements,concept,and implementation[J]. Remote Sensing of Environment, 2017, 190:260-273.

    Google Scholar

    [20] Li G Y. Earth observing satellite laser altimeter data processing method and engineer practice[J]. Acta Geodaetica et Cartographica Sinica, 2018, 47(12):1691.

    Google Scholar

    [21] Pekel J F, Cottam A, Gorelick N, et al. High-resolution mapping of global surface water and its long-term changes[J]. Nature, 2016, 540(7633):418-422.

    Google Scholar

    [22] Grill G, Lehner B, Thieme M, et al. Mapping the world’s free-flowing rivers[J]. Nature, 2019, 569(7755):215-221.

    Google Scholar

    [23] Birkett C M, Reynolds C A, Deeb E J, et al. G-REALM:A lake/reservoir monitoring tool for water resources and regional security assessment[C]// American Geophysical Union Fall Meeting, 2018.

    Google Scholar

    [24] Cretaux J F, Jelinski W, Calmant S, et al. SOLS:A lake database to monitor in the near real time water level and storage variations from remote sensing data[J]. Advances in Space Research, 2011, 47(9):1497-1507.

    Google Scholar

    [25] Yamazaki D, Ikeshima D, Sosa J, et al. MERIT Hydro:A high-resolution global hydrography map based on latest topography dataset[J]. Water Resources Research, 2019, 55(6):5053-5073.

    Google Scholar

    [26] Cooley S W, Ryan J C, Smith L C. Human alteration of global surface water storage variability[J]. Nature, 2021, 591(7848):78-81.

    Google Scholar

    [27] Luo S, Song C, Zhan P, et al. Refined estimation of lake water level and storage changes on the Xizang Plateau from ICESat/ICESat-2[J]. Catena, 2021, 200:105177.

    Google Scholar

    [28] Zhang G Q, Yao T D, Shum C K, et al. Lake volume and groundwater storage variations in Xizang Plateau’s endorheic basin[J]. Geo-physical Research Letters, 2017, 44(11):5550-5560.

    Google Scholar

    [29] Yang K, Wu H, Qin J, et al. Recent climate changes over the Xizang Plateau and their impacts on energy and water cycle:A review[J]. Global and Planetary Change, 2014, 112:79-91.

    Google Scholar

    [30] Chen B X, Zhang X Z, Tao J, et al. The impact of climate change and anthropogenic activities on alpine grassland over the Qinghai-Xizang Plateau[J]. Agricultural and Forest Meteorology, 2014, 189:11-18.

    Google Scholar

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