KMS National Astronomical Observatories, CAS
| Assessing water storage changes of Lake Poyang from multi-mission satellite data and hydrological models | |
| Xu, Yuyue1,2; Li, Jin3,4; Wang, Jida5; Chen, Jianli6; Liu, Yuanbo7; Ni, Shengnan8; Zhang, Zizhan9; Ke, Changqing1,2 | |
| 2020-11-01 | |
| Source Publication | JOURNAL OF HYDROLOGY
 |
| ISSN | 0022-1694 |
| Volume | 590Pages:13 |
| Abstract | Understanding water storage changes in Lake Poyang, the largest freshwater lake in China, is essential for local hydro-ecological assessments and water resource management. The integration of mull-mission satellite data, hydrological models, and in situ measurements allows for a comprehensive estimate of Lake Poyang's storage variations. We here estimated Lake Poyang water storage changes during the recent decade by using inundation areas mapped from optical satellite imagery and water levels measured by satellite radar altimetry and gauging stations. The amplitudes of seasonal variation from altimetry data are smaller than those from station measurements. This is likely attributed to their low temporal resolutions and limited footprint coverage, together with a complex surface gradient over Lake Poyang. The residual fields between land water storage changes assessed by the GRACE satellites and simulated by two hydrological models (GLDAS Noah and WGHM) were applied to estimate Poyang water storage changes. Leakage errors in the GRACE-model residuals are further corrected by a constrained forward modeling method, resulting in recovered water storage trends -66 times of the uncorrected signals. Water level changes estimated by different methods are then compared. Results show that level changes inverted from recovered storage variations by GRACE-GLDAS and GRACE-WGHM are significantly larger than those from satellite altimetry and in situ measurements. This indicates that the combination of GRACE observation and global hydrological modeling is likely insufficient to estimate accurate water storage changes in Lake Poyang. Our methods and results provide a valuable example of using integrated methods for monitoring water storage changes in highly dynamic fluvial lake systems. |
| Keyword | GRACE Hydrological models Lake Poyang Radar altimetry Gauging stations Water storage |
| Funding Organization | Program for National Natural Science Foundation of China ; Program for National Natural Science Foundation of China ; Jiangsu Provincial Natural Science Foundation ; Jiangsu Provincial Natural Science Foundation ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Program for National Natural Science Foundation of China ; Program for National Natural Science Foundation of China ; Jiangsu Provincial Natural Science Foundation ; Jiangsu Provincial Natural Science Foundation ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Program for National Natural Science Foundation of China ; Program for National Natural Science Foundation of China ; Jiangsu Provincial Natural Science Foundation ; Jiangsu Provincial Natural Science Foundation ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Program for National Natural Science Foundation of China ; Program for National Natural Science Foundation of China ; Jiangsu Provincial Natural Science Foundation ; Jiangsu Provincial Natural Science Foundation ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities |
| DOI | 10.1016/j.jhydrol.2020.125229 |
| WOS Keyword | TIBETAN PLATEAU ; YANGTZE-RIVER ; LEVEL CHANGES ; INUNDATION CHANGES ; FLOOD FREQUENCY ; FUTURE CLIMATE ; GRACE ; ALTIMETRY ; CATCHMENT ; LAND |
| Language | 英语 |
| Funding Project | Program for National Natural Science Foundation of China[41671423] ; Program for National Natural Science Foundation of China[41301447] ; Program for National Natural Science Foundation of China[11873075] ; Program for National Natural Science Foundation of China[41771376] ; Jiangsu Provincial Natural Science Foundation[BK20180009] ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science[2005DKA32300] ; Fundamental Research Funds for the Central Universities[020914380084] |
| Funding Organization | Program for National Natural Science Foundation of China ; Program for National Natural Science Foundation of China ; Jiangsu Provincial Natural Science Foundation ; Jiangsu Provincial Natural Science Foundation ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Program for National Natural Science Foundation of China ; Program for National Natural Science Foundation of China ; Jiangsu Provincial Natural Science Foundation ; Jiangsu Provincial Natural Science Foundation ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Program for National Natural Science Foundation of China ; Program for National Natural Science Foundation of China ; Jiangsu Provincial Natural Science Foundation ; Jiangsu Provincial Natural Science Foundation ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Program for National Natural Science Foundation of China ; Program for National Natural Science Foundation of China ; Jiangsu Provincial Natural Science Foundation ; Jiangsu Provincial Natural Science Foundation ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Ministry Science and Technology Development of China-Data Sharing Infrastructure of Earth System Science ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities |
| WOS Research Area | Engineering ; Geology ; Water Resources |
| WOS Subject | Engineering, Civil ; Geosciences, Multidisciplinary ; Water Resources |
| WOS ID | WOS:000599754500031 |
| Publisher | ELSEVIER |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.bao.ac.cn/handle/114a11/80426 |
| Collection | 中国科学院国家天文台 |
| Corresponding Author | Xu, Yuyue; Li, Jin |
| Affiliation | 1.Nanjing Univ, Sch Geog & Ocean Sci, Nanjing 210023, Jiangsu, Peoples R China 2.Nanjing Univ, Jiangsu Prov Key Lab Geog Informat Sci & Technol, Nanjing 210023, Peoples R China 3.Chinese Acad Sci, Shanghai Astron Observ, Shanghai 200030, Peoples R China 4.Univ Chinese Acad Sci, Sch Astron & Space Sci, Beijing 100049, Peoples R China 5.Kansas State Univ, Dept Geog & Geospatial Sci, Manhattan, KS 66506 USA 6.Univ Texas Austin, Ctr Space Res, Austin, TX 78759 USA 7.Chinese Acad Sci, Nanjing Inst Geog & Limnol, Key Lab Watershed Geog Sci, Nanjing 21008, Peoples R China 8.Huazhong Univ Sci & Technol, Sch Phys, Inst Geophys, Hubei Key Lab Gravitat & Quantum Phys, Wuhan 430074, Peoples R China 9.Chinese Acad Sci, Inst Geodesy & Geophys, State Key Lab Geodesy & Earths Dynam, Wuhan 43007, Peoples R China |
| Recommended Citation GB/T 7714 | Xu, Yuyue,Li, Jin,Wang, Jida,et al. Assessing water storage changes of Lake Poyang from multi-mission satellite data and hydrological models[J]. JOURNAL OF HYDROLOGY,2020,590:13. |
| APA | Xu, Yuyue.,Li, Jin.,Wang, Jida.,Chen, Jianli.,Liu, Yuanbo.,...&Ke, Changqing.(2020).Assessing water storage changes of Lake Poyang from multi-mission satellite data and hydrological models.JOURNAL OF HYDROLOGY,590,13. |
| MLA | Xu, Yuyue,et al."Assessing water storage changes of Lake Poyang from multi-mission satellite data and hydrological models".JOURNAL OF HYDROLOGY 590(2020):13. |
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