Geodetic Evidence of the Interannual Fluctuations and Long-Term Trends Over the Antarctic Ice Sheet Mass Change

被引:0
作者
Pan, Yuanjin [1 ]
Zhang, Xiaohong [2 ]
Jiao, Jiashuang [2 ]
Ding, Hao [3 ]
Shum, C. K. [4 ,5 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Remote Sensing & Geomatics Engn, Nanjing 210044, Peoples R China
[2] Wuhan Univ, Chinese Antarctic Ctr Surveying & Mapping, Wuhan 430079, Peoples R China
[3] Wuhan Univ, Sch Geodesy & Geomat, Wuhan 430079, Peoples R China
[4] Ohio State Univ, Sch Earth Sci, Div Geodet Sci, Columbus, OH 43210 USA
[5] Chinese Acad Sci, Innovat Acad Precis Measurement Sci & Technol, Wuhan 430077, Peoples R China
基金
中国博士后科学基金;
关键词
Global Positioning System; Antarctica; Load modeling; Artificial intelligence; Ice; Sea surface; Ice sheets; Earth; Time series analysis; Land surface; Glacial isostatic adjustment (GIA); global positioning system (GPS); gravity recovery and climate experiment /follow on (GRACE/GFO); ice mass change; vertical land motion (VLM); GLACIAL ISOSTATIC-ADJUSTMENT; PRINCIPAL COMPONENT ANALYSIS; VISCOELASTIC RESPONSE; SATELLITE-GRAVIMETRY; TIME-SERIES; GRACE; BALANCE; UPLIFT; MODEL; EARTH;
D O I
10.1109/JSTARS.2025.3528516
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The spatiotemporal characteristics of the Antarctic ice sheet (AIS), as constrained by geodetic observations, provide us with a deeper understanding of the current evolution of ice mass balance. However, it still needs further in-depth research on interannual fluctuations and long-term trends of ice mass changes throughout the AIS. In this study, these two aspects were quantitatively analyzed through global positioning system (GPS) and gravity recovery and climate experiment/follow on (GRACE/GFO) over the past two decades. The nonlinear variation of GPS-inferred vertical land motion (VLM) and the influence of surface elastic load are of particular concern. The principal component analysis method is utilized to extract common mode signals from GPS time series, while correcting for various surface loads. The first principal components (PCs) accounted for 57.67%, 35.87%, 36.28%, and 36.03% of the total variances in the vertical components for GPS raw, atmospheric + nontidal oceanic (AO)-removed, AO + hydrographic model (AOH)-removed, and AO + GRACE/GFO-based load (AOG)-removed, respectively. Furthermore, the GPS vertical velocity, excluding the common mode component + AOG, yielded a median value of 0.13 mm/yr, which indicates that the retreat of ice mass has made a significant contribution to the GPS-observed VLM. In addition, the glacial isostatic adjustment (GIA) effect is found to play a key role in the large-scale VLM uplifting of the West AIS. After evaluating five different GIA models with GPS vertical velocity, we suggest that the ICE-6G_D model can more effectively correct GIA signals in GPS observations over Antarctica.
引用
收藏
页码:4525 / 4535
页数:11
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