Monitoring water storage changes in Middle and Low Parana river basin using GRACE, GRACE FO, TRMM and GLDAS data

被引:2
作者
Cornero, Cecilia [1 ]
Pereira, Aylen [1 ,2 ]
Matos, Ana C. O. C. [3 ]
Pacino, M. Cristina [1 ,2 ]
Blitzkow, Denizar [3 ,4 ]
机构
[1] Univ Nacl Rosario, Fac Cs Exactas Ing & Agrimensura, Area Geodinam & Geofis AGG, Av Pellegrini 250,3 Piso, RA-2000 Rosario, Argentina
[2] Consejo Nacl Invest Cient & Tecn, Buenos Aires, DF, Argentina
[3] Ctr Estudos Geodesia CENEGEO, Sao Paulo, SP, Brazil
[4] Univ Sao Paulo, Escola Politecn, Lab Topog & Geodesia, Sao Paulo, SP, Brazil
来源
REVISTA DE TELEDETECCION | 2021年 / 58期
关键词
Middle and Low Parana sub-basin; GRACE; water storage; TRMM; El Nino; La Nina; SATELLITE ALTIMETRY; DATA ASSIMILATION; TIME-VARIATIONS; GROUNDWATER; COMBINATION;
D O I
10.4995/raet.2021.15211
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
GRACE (Gravity Recovery and Climate Experiment) is a satellite mission that can monitor mass distributions in the Earth system, which is closely related to the consequences of climate change. This gravimetric satellite allows to obtain monthly variations of the Earth's gravity field, which can be associated with water mass variations, after removing the effects of oceanic tides and solid Earth, as well as non-tidal oceanic and atmospheric contributions. In this work, data from GRACE (2002-2017) and GRACE FO (since 2018) were used to analyze the variation of the water mass in the Middle and Low Parana river basin. The interpretation of the results was carried out by associating the mass anomalies derived from GRACE data with information from the TRMM global rainfall mission. Monthly maps of GRACE water mass variations and TRMM precipitation were produced, which made possible a thorough analysis at a regional level of this mass redistribution in the basin, and its connection to the El Nino and La Nina events that took place in the period under study. The water deficits shown in the 2009 GRACE maps are, in fact, related to the intense episode of La Nina that occurred in the period 2008-2009; while the excess of water storage depicted on the 2016 and 2019 maps is connected to the El Nino phenomenon. Moreover, GRACE has also detected drought events in different sectors between 2011-2012, together with floods in the years 2007 and 2010. Monthly GRACE-derived water storage changes were compared with the independent components of the water balance in the region using different hydrological models estimates. Finally, the temporal variations of the groundwater and the soil part (surface water, soil moisture) were analyzed using the Global Land Data Assimilation System GLDAS. The variables showed a good correlation between them, reaching values of similar to r=0.80.
引用
收藏
页码:53 / 70
页数:18
相关论文
共 52 条
[1]   Satellite altimetry and GRACE gravimetry for studies of annual water storage variations in Bangladesh [J].
Andersen, Ole ;
Berry, Philippa ;
Freeman, Jennifer ;
Lemoine, Frank G. ;
Lutsckhe, S. ;
Jakobsen, Flemming ;
Butts, Michael .
TERRESTRIAL ATMOSPHERIC AND OCEANIC SCIENCES, 2008, 19 (1-2) :47-52
[2]  
[Anonymous], 2011, TRMM (TMPA/3B43) Rainfall Estimate L3 1 month 0.25 degree x 0.25 degree V7, DOI DOI 10.5067/TRMM/TMPA/MONTH/7
[3]  
[Anonymous], 2019, JPL GRACE and GRACE-FO Mascon Ocean, Ice
[4]  
Beaudoing H., 2020, GLDAS Noah Land Surface Model L4 monthly 0.25 x 0.25 degree V2.1, DOI DOI 10.5067/SXAVCZFAQLNO
[5]  
Bettadpur S., 2018, 327734CSRGR0301 GRAC
[6]  
Boletta, 2014, ATLAS SEQUIA REPUBLI
[7]  
Camiloni, 2018, C ARG MET
[8]   Lake and reservoir volume variations in South America from radar altimetry, ICESat laser altimetry, and GRACE time-variable gravity [J].
Carabajal, Claudia C. ;
Boy, Jean-Paul .
ADVANCES IN SPACE RESEARCH, 2021, 68 (02) :652-671
[9]  
CARIGNAN R, 1992, BIOGEOCHEMISTRY, V17, P85
[10]   Recent La Plata basin drought conditions observed by satellite gravimetry [J].
Chen, J. L. ;
Wilson, C. R. ;
Tapley, B. D. ;
Longuevergne, L. ;
Yang, Z. L. ;
Scanlon, B. R. .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2010, 115