Validation of GRACE-derived terrestrial water storage from a regional approach over South America

被引:43
|
作者
Frappart, Frederic [1 ]
Seoane, Lucia [1 ]
Ramillien, Guillaume [1 ]
机构
[1] Univ Toulouse, CNRS IRD UPS, OMP GET, UM5563, F-31400 Toulouse, France
关键词
GRACE; Surface water; Groundwater; water levels; Discharges; VARIABILITY; SIGNALS; LEVEL; BASIN;
D O I
10.1016/j.rse.2013.06.008
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We propose to validate regional solutions consisting of 2 degrees surface tiles of surface mass concentration over South America (90 degrees W-30 degrees W; 60 degrees S-20 degrees N) computed using accurate Level-1 GRACE measurements, by confronting them to other GRACE products (i.e., global GRGS and ICA-400 km GFZ/CSR/JPL combined solutions) and independent in situ river level and discharge datasets. For this purpose, Principal Component Analysis (PCA) was applied to all of these types of GRACE-based solutions to extract the corresponding main orthogonal spatial and temporal modes of variability to be compared for 2003-2010. For the first three spatial modes, regional solutions provide a better geographical localization of hydrological structures, especially indicating major surface and groundwater systems of South America. Over hydrological patterns, records of river level versus time are particularly consistent with the GRACE temporal modes, especially for our regional solutions (i.e., correlations generally greater than 0.7). Interannual variations of GRACE-based Terrestrial Water Storage (TWS) clearly exhibit the signatures of extreme climatic events as the recent droughts and floods that affected South America. Very significant agreement is also found at interannual time-scale between TWS and discharges in drainage basins dominated by the surface reservoir (more than 0.9 of correlation in the Amazon basin). (c) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:69 / 83
页数:15
相关论文
共 50 条
  • [1] Drought monitoring by downscaling GRACE-derived terrestrial water storage anomalies: A deep learning approach
    Foroumandi, Ehsan
    Nourani, Vahid
    Huang, Jinhui Jeanne
    Moradkhani, Hamid
    JOURNAL OF HYDROLOGY, 2023, 616
  • [2] GRACE-derived terrestrial water storage depletion associated with the 2003 European heat wave
    Andersen, OB
    Seneviratne, SI
    Hinderer, J
    Viterbo, P
    GEOPHYSICAL RESEARCH LETTERS, 2005, 32 (18) : 1 - 4
  • [3] Statistical Applications to Downscale GRACE-Derived Terrestrial Water Storage Data and to Fill Temporal Gaps
    Sahour, Hossein
    Sultan, Mohamed
    Vazifedan, Mehdi
    Abdelmohsen, Karem
    Karki, Sita
    Yellich, John A.
    Gebremichael, Esayas
    Alshehri, Fahad
    Elbayoumi, Tamer M.
    REMOTE SENSING, 2020, 12 (03)
  • [4] Global Soil Moisture-Air Temperature Coupling Based on GRACE-Derived Terrestrial Water Storage
    Chen, Ajiao
    Guan, Huade
    Batelaan, Okke
    Zhang, Xinping
    He, Xinguang
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (14) : 7786 - 7796
  • [5] A copula-supported Bayesian framework for spatial downscaling of GRACE-derived terrestrial water storage flux
    Tourian, Mohammad J.
    Saemian, Peyman
    Ferreira, Vagner G.
    Sneeuw, Nico
    Frappart, Frederic
    Papa, Fabrice
    REMOTE SENSING OF ENVIRONMENT, 2023, 295
  • [6] A Multi-Source GRACE Fusion Solution via Uncertainty Quantification of GRACE-Derived Terrestrial Water Storage (TWS) Change
    Gao, Shengjun
    Hao, Weifeng
    Fan, Yi
    Li, Fei
    Wang, Jing
    JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 2023, 128 (11)
  • [7] Uncertainties in GRACE-derived terrestrial water storage changes over mainland China based on a generalized three-cornered hat method
    Yao ChaoLong
    Li Qiong
    Luo ZhiCai
    Wang ChangWei
    Zhang Rui
    Zhou BoYang
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2019, 62 (03): : 883 - 897
  • [8] Reconstructing GRACE-derived terrestrial water storage anomalies with in-situ groundwater level measurements and meteorological forcing data
    Li, Peijun
    Zha, Yuanyuan
    Tso, Chak-Hau Michael
    JOURNAL OF HYDROLOGY-REGIONAL STUDIES, 2023, 50
  • [9] Spatial-temporal changes to GRACE-derived terrestrial water storage in response to climate change in arid Northwest China
    Zhou, Qiming
    Huang, Junyi
    Hu, Zengyun
    Yin, Gang
    HYDROLOGICAL SCIENCES JOURNAL, 2022, 67 (04) : 535 - 549
  • [10] Spatiotemporal evolution of water storage changes in India from the updated GRACE-derived gravity records
    Panda, Dileep K.
    Wahr, John
    WATER RESOURCES RESEARCH, 2016, 52 (01) : 135 - 149