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

Authors

  • Cecilia Cornero National University of Rosario
  • Ayelen Pereira Universidad Nacional de Rosario; CONICET
  • Ana C. O. C. Matos Centro de Estudos de Geodesia (CENEGEO)
  • M. Cristina Pacino Universidad Nacional de Rosario; CONICET
  • Denizar Blitzkow Universida de São Paulo (USP) ; Centro de Estudos de Geodesia (CENEGEO)

DOI:

https://doi.org/10.4995/raet.2021.15211

Keywords:

Middle and Low Paraná sub-basin, GRACE, water storage, TRMM, El Niño, La Niña

Abstract

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 Paraná 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 Niño and La Niña 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 Niña 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 Niño 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 ~r"‰="‰0.80.

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Author Biographies

Cecilia Cornero, National University of Rosario

Área de Geodinámica y Geofísica (AGG), Fac. de Cs. Exactas, Ing. y Agrimensura

Ayelen Pereira, Universidad Nacional de Rosario; CONICET

Área de Geodinámica y Geofísica (AGG), Fac. de Cs. Exactas, Ing. y Agrimensura

M. Cristina Pacino, Universidad Nacional de Rosario; CONICET

Área de Geodinámica y Geofísica (AGG); Fac. de Cs. Exactas, Ing. y Agrimensura

Denizar Blitzkow, Universida de São Paulo (USP) ; Centro de Estudos de Geodesia (CENEGEO)

Laboratório de Topografia e Geodesia, Escola Politécnica

References

Andersen, O., Berry, P., Freeman, J., Lemoine, F.G., Lutsckhe, S., Jakobsen, F., Butts, M. 2008. Satellite Altimetry and GRACE Gravimetry for Studies of Annual Water Storage Variations in Bangladesh. Terrestrial Atmospheric and Oceanic Sciences Journal, 19(1), 47-52. https://doi.org/10.3319/TAO.2008.19.1-2.47(SA)

Beaudoing, H., Rodell, M., NASA/GSFC/HSL 2020. GLDAS Noah Land Surface Model L4 monthly 0.25 x 0.25 degree V2.1, Greenbelt, Maryland, USA, Goddard Earth Sciences Data and Information Services Center (GES DISC), https://doi.org/10.5067/SXAVCZFAQLNO

Bettadpur, S. 2018. Level-2 Gravity Field Product User Handbook (Rev. 4.0, April 25, 2018), GRACE 327- 734 (CSR- GR- 03- 01), Center for Space Research, University of Texas at Austin.

Carabajal, C.C., Boy, J.P. 2020. Lake and reservoir volume variations in South America from radar altimetry, ICESat laser altimetry, and GRACE time-variable gravity. Advances in Space Research, 68(2), 652-671. https://doi.org/10.1016/j.asr.2020.04.022

Carignan, R., Neiff, J.J. 1992. Nutrient dynamics in the floodplain ponds of the Paraná River (Argentina) dominated by the wáter hyacinth Eichornia crassipes. Biogeochemistry, 17, 85-121. https://doi.org/10.1007/BF00002642

Chen, J.L., Wilson, C.R., Tapley B.D., Longuevergne, L., Yang, Z.L., Scanlon, B.R. 2010. Recent La Plata basin drought conditions observed by satellite gravimetry. Journal of Geophyical Research, 115, D22108. https://doi.org/10.1029/2010JD014689

Cheng, M., Ries, J.C., Tapley, B.D. 2011, Variations of the Earth's figure axis from satellite laser ranging and GRACE, J. Geophysical Research, 116, B01409, https://doi.org/10.1029/2010JB000850

CIC, Comité Intergubernamental Coordinador de los Países de la Cuenca del Plata. 2017. Análisis Diagnóstico Transfronterizo de la Cuenca del Plata-ADT. (1ª ed.) Ciudad Autónoma de Buenos Aires: Comité Intergubernamental Coordinador de los Países de la Cuenca del Plata - CIC; Estados Unidos: Organización de los Estados Americanos - OEA, 2017. Libro digital, PDF. Disponible en https:// cicplata.org/wp-content/uploads/2017/09/analisis_ diagnostico_transfronterizo_de_la_cuenca_del_ plata.pdf. Último acceso abril 2020.

Cornero, C., Pereira, A., de Matos, A.C.O.C., Pacino, M.C. 2017. Analysis of water mass variation in wetlands using data from grace satellite mission: The pantanal case. Brazilian Journal of Geophysics, 35(4), 307- 321. https://doi.org/10.22564/RBGF.V35I4.786

Frappart, F., Papa, F., Güntner, A., Tomasella, J., Pfeffer, J., Ramillien, G., Emilio, T., Schietti, J., Seoane, L., da Silva Carvalho, J., Medeiros Moreira, D., Bonnet, M.P., Seyler, F. 2019. The spatio-temporal variability of groundwater storage in the Amazon River Basin. Advances in Water Resources, 124, 41-52. https://doi.org/10.1016/j.advwatres.2018.12.005

Frappart, F., Papa, F., Malbeteau, Y., León, J., Ramillien, G., Prigent, C., Seoane, L., Seyler, F., Calmant, S. 2014. Surface Freshwater Storage Variations in the Orinoco Floodplains Using Multi-Satellite Observations. Remote Sensing, 7(1), 89-110. https://doi.org/10.3390/rs70100089

Frappart, F., Ramillien, G. 2018. Monitoring groundwater storage changes using the gravity recovery and climate experiment (GRACE) satellite mission: a review. Remote Sens. 10(6), 829. https://doi.org/10.3390/rs10060829

Frappart, F., Ramillien, G., Ronchail, J. 2013. Changes in terrestrial water storage versus rainfall and discharges in the Amazon basin. International Journal of Climatology, 33, 3029-3046. https://doi.org/10.1002/joc.3647

Greenbelt, Maryland, USA. https://disc.gsfc. nasa.gov/datacollection/GLDAS_CLSM025_ DA1_D_2.2.html

Gonçalves, R.D., Stollberg, R., Weiss, H., Chang, H.K. 2020. Using GRACE to quantify the depletion of terrestrial water storage in Northeastern Brazil: The Urucuia Aquifer System. Science of the Total Environment, 705, 135845. https://doi.org/10.1016/j.scitotenv.2019.135845

Gulizia, C., Hannart, A., Camiloni, I. 2018. Caracterización de la variabilidad temporal de los caudales de los grandes ríos y de la precipitación en la cuenca del Plata. Congreso Argentino de Meteorología. http://cenamet.org.ar/congremet/wp-content/uploads/2018/09/T221_Gulizia.pdf. Último acceso abril 2020.

Hersbach, H., Bell, B., Berrisford, P., Biavati, G., Horányi, A., Muñoz Sabater, J., Nicolas, J., Peubey, C., Radu, R., Rozum, I., Schepers, D., Simmons, A., Soci, C., Dee, D., Thépaut, J.N. 2019. ERA5 monthly averaged data on single levels from 1979 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS). https://doi.org/10.24381/cds.f17050d7

Huffman, G.J., Adler, R.F., Bolvin, D.T., Nelkin, E.J. 2010. The TRMM Multi-Satellite Precipitation Analysis (TMPA). In: Gebremichael M., Hossain F. (eds) Satellite Rainfall Applications for Surface Hydrology. Springer, Dordrecht, pp. 3-22. https://doi.org/10.1007/978-90-481-2915-7_1

Jean, Y., Meyer, U., Jäggi, A. 2018. Combination of GRACE monthly gravity field solutions from different processing strategies. Journal of Geodesy, 92(11), 1313-1328. https://doi.org/10.1007/s00190-018-1123-5

Kandus, P., Quintana, R.D., Bo, R.F. 2006. Patrones de paisaje y Biodiversidad del Bajo Delta del Río Paraná. Mapa de Ambientes, Buenos Aires, Pablo Casamajor ed., 48 págs.

Landerer, F.W., Swenson, S.C. 2012. Accuracy of scaled GRACE terrestrial water storage estimates, Water Resources Research, 48, W04531. https://doi.org/10.1029/2011WR011453

Landerer, F.W., Flechtner, F.M., Save, H., Webb, F.H., Bandikova, T., Bertiger, W.I., Bettadpur, S.V., Byun, S.H., Dahle, C., Dobslaw, H., Fahnestock, E., Harvey, N., Kang, Z., Kruizinga, G.L. H., Loomis, B.D., McCullough, C., Murböck, M., Nagel, P., Paik, M., Pie, N. Poole, S. Strekalov, D. Tamisiea, M.E., Wang, F., Watkins, M.M., Wen, H.Y., Wiese, D.N., Yuan, D.N. 2020. Extending the Global Mass Change Data Record: GRACE Follow-On Instrument and Science Data Performance. Geophysical Research Letters, 47(12), 0-3. https://doi.org/10.1029/2020GL088306

Li, B., Beaudoing H., Rodell M., NASA/GSFC/HSL 2020. GLDAS Catchment Land Surface Model L4 daily 0.25 x 0.25 degree GRACE-DA1 V2.2. Goddard Earth Sciences Data and Information Services Center (GES DISC). Release 2020-02-25

Li, B., Rodell M., Kumar S., Beaudoing H., Getirana A., Zaitchik B.F., Bhanja S.N., Mukherjee A., Tian S., Tangdamrongsub N., Long D., Nanteza J., Lee, J., Steele-Dunne S., Save H., Bettadpur S.V. 2019 Global GRACE data assimilation for groundwater and drought monitoring: Advances and challenges. Water Resources Research, 55, 7564-7586. https://doi.org/10.1029/2018WR024618

Long, D., Longuevergne, L., Scanlon, B.R. 2014. Uncertainty in evapotranspiration from land surface modeling, remote sensing, and GRACE satellites, Water Resour. Res., 50, 1131-1151, https://doi.org/10.1002/2013WR014581

Matos, A.C.O.C., Blitzkow, D., Almeida, F.G.V., Costa, S.M.A., Campos, I.O., Barbosa, A.C. 2012. Analysis of water level variations in Brazilian basins using GRACE. Journal of Geodetic Science, 2(2), 76-87. https://doi.org/10.2478/v10156-011-0034-7

Muñoz-Sabater, J., Dutra, E., Agustí-Panareda, A., Albergel, C., Arduini, G., Balsamo, G., Boussetta, S., Choulga, M., Harrigan, S., Hersbach, H., Martens, B., Miralles, D.G., Piles, M., Rodríguez Fernández, N.J., Zsoter, E., Buontempo, C., Thépaut, J.N. ERA5-Land: A state-of-the-art global reanalysis dataset for land applications, Earth Syst. Sci. Data Discuss. [preprint], https://doi.org/10.5194/essd-2021-82

NASA/JPL. 2019. JPL GRACE and GRACE-FO Mascon Ocean, Ice, and Hydrology Equivalent Water Height Coastal Resolution Improvement (CRI) Filtered Release 06 Version 02. NASA Physical Oceanography DAAC. https://doi.org/10.5067/TEMSC-3JC62

Ni, S., Chen, J., Wilson, C.R., Li, J., Hu, X., Fu, R. 2018. Global Terrestrial Water Storage Changes and Connections to ENSO Events. Surveys in Geophysics, 39(1), 1-22. https://doi.org/10.1007/s10712-017-9421-7

Pasquini, A.I., Depetris, P.J. 2010. ENSO-triggered exceptional flooding in the Paraná River: Where is the excess water coming from? Journal of Hydrology, 383(3-4), 186-193. https://doi.org/10.1016/j.jhydrol.2009.12.035

Peltier, W.R., Argus, D.F., Drummond, R. 2018. Comment on "An Assessment of the ICE-6G_C (VM5a) Glacial Isostatic Adjustment Model" by Purcell et al. J. Geophysical Research- Solid Earth, 123(2), 2019-2028. https://doi.org/10.1002/2016JB013844

Pereira, A., Cornero, C., Matos, A.C.O.C., Pacino, M.C., Blitzkow, D. 2019. Study of water storage variations at the Pantanal wetlands area from GRACE monthly mass grids. Journal of Geodetic Science, 9(1), 133- 143. https://doi.org/10.1515/jogs-2019-0013

R Core Team. 2020. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org

Ramillien, G., Frappart, F., Cazenave, A., Güntner, A. 2005. Time variations of the land water storage from an inversion of 2 years of GRACE geoids, Earth and Planetary Science Letters, 235(1-2), 283-301. https://doi.org/10.1016/j.epsl.2005.04.005

Ravelo, A.C., Zanvettor, R.E., Boletta, P.E.C. 2014. Atlas de sequía la República Argentina. CREAN / Centro de Relevamiento y Evaluación de Recursos Agrícolas y Naturales UNC -CONICET. ISBN 978-950-33-1195-0

Rodell, M., Houser, P.R., Jambor, U., Gottschalck, J., Mitchell, K., Meng, C.J., Arsenault, K., Cosgrove, B., Radakovich, J., Bosilovich, M., Entin, J.K., Walker, J.P., Lohmann, D., Toll, D. 2004. The Global Land Data Assimilation System. Bulletin of the American Meteorological Society, 85(3), 381- 394. https://doi.org/10.1175/BAMS-85-3-381

Sakumura, C., Bettadpur, S., Bruinsma, S. 2014. Ensemble prediction and intercomparison analysis of GRACE time-variable gravity field models. Geophysical Research Letters, 41(5), 1389-1397. https://doi.org/10.1002/2013GL058632

Seneviratne, S.I., Nicholls, N., Easterling, D., Goodess, C.M., Kanae, S., Kossin, J., Luo, Y., Marengo, J., McInnes, K., Rahimi, M., Reichstein, M., Sorteberg, A., Vera, C., Zhang, X. 2012. Changes in climate extremes and their impacts on the natural physical environment. In: Field, C.B., V. Barros, T.F. Stocker, D. Qin, D.J. Dokken, K.L. Ebi, M.D. Mastrandrea, K.J. Mach, G.-K. Plattner, S.K. Allen, M. Tignor, and P.M. Midgley (eds.). Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation. A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change (IPCC). Cambridge University Press, Cambridge, UK, and New York, NY, USA, pp. 109-230.

Servicio Meteorológico Nacional (SMN). 2009. Informes Especiales. Informe sobre Sequía.

Servicio Meteorológico Nacional (SMN). 2011. Boletín climatológico. Volumen XXIII ANUAL.

Servicio Meteorológico Nacional (SMN). 2015. Informe elaborado el 5 de noviembre de 2015. Disponible en https://www.smn.gob.ar/clima/vigilancia-informes. Último acceso abril 2020.

Servicio Meteorológico Nacional (SMN). 2016. Informe de las precipitaciones ocurridas en abril 2016. Disponible en https://www.smn.gob.ar/clima/ vigilancia-informes. Último acceso abril 2020.

Servicio Meteorológico Nacional (SMN). 2019. Informe de las precipitaciones ocurridas en enero 2019. Disponible en https://www.smn.gob.ar/clima/ vigilancia-informes. Último acceso junio 2020.

Singh, A., Seitz, F., Schwatke, C. 2012. Inter-annual water storage changes in the Aral Sea from multi-mission satellite altimetry, optical remote sensing, and GRACE satellite gravimetry. Remote Sensing of Environment, 123, 187-195. https://doi.org/10.1016/j.rse.2012.01.001

Sun, Y., Riva, R., Ditmar, P. 2016. Optimizing estimates of annual variations and trends in geocenter motion and J2 from a combination of GRACE data and geophysical models. J. Geophysical Research Solid Earth, 121(11), 8352-8370. https://doi.org/10.1002/2016JB013073

Swenson, S., Chambers, D., Wahr, J. 2008. Estimating geocenter variations from a combination of GRACE and ocean model output J. Geophysical Research, 113, 8410. https://doi.org/10.1029/2007JB005338

Tropical Rainfall Measuring Mission (TRMM). 2011. TRMM (TMPA/3B43) Rainfall Estimate L3 1 month 0.25 degree x 0.25 degree V7, Greenbelt, MD, Goddard Earth Sciences Data and Information Services Center (GES DISC), https://doi.org/10.5067/TRMM/TMPA/MONTH/7

Vaz de Almeida, F.G. 2009. Variação temporal do campo gravitacional detectada pelo satélite GRACE: Aplicação na bacia Amazônica. Tesis de Doctorado en Ingeniería presentada en la Escuela Politécnica de la Universidad de San Pablo, Brasil.

Vaz de Almeida, F.G., Calmant, S., Seyler, F., Ramillien, G., Blitzkow, D., Matos, A.C.C., Silva, J.S. 2012. Time-variations of equivalent water heights from GRACE Mission and in-situ river stages in the Amazon basin. Acta Amazonica, 42(1): 125-134. https://doi.org/10.1590/S0044-59672012000100015

Wang, S, Liu, H, Yu, Y, Zhao, W, Yang, Q, Liu, J. 2020. Evaluation of groundwater sustainability in the arid Hexi Corridor of Northwestern China, using GRACE, GLDAS and measured groundwater data products, Science of The Total Environment, 705, 2020, 135829, ISSN 0048-9697, https://doi.org/10.1016/j.scitotenv.2019.135829

Watkins, M.M., Wiese, D.N. Yuan, D.N., Boening, C., Landerer, F.W. 2015. Improved methods for observing Earth's time variable mass distribution with GRACE, Journal of Geophysical Research-Solid Earth, 120(4), 2648-2671. https://doi.org/10.1002/2014JB011547

Wessel, P., Smith, W.H.F., Scharroo, R., Luis, J., Wobbe, F. 2013. Generic Mapping Tools: Improved Version Released, Eos, 94(45), 409-420. https://doi.org/10.1002/2013EO450001

Wiese, D.N., Yuan, D.N., Boening, C., Landerer, F.W., Watkins, M.M. 2019. JPL GRACE Mascon Ocean, Ice, and Hydrology Equivalent Water Height RL06 CRI Filtered Version 02. Ver. 02. PO.DAAC, CA, USA. https://doi.org/10.5067/TEMSC-3JC62

Xavier, L., Becker, M., Cazenave, A., Longuevergne, L., Llovel, W., Rotunno Filho, O.C. 2010. Interannual Variability in Water Storage over 2003-2008 in the Amazon Basin from GRACE Space Gravimetry, in situ River Level and Precipitation Data. Remote Sensing of Environment, 114(8), 1629-1637. https://doi.org/10.1016/j.rse.2010.02.005

Published

2021-07-21

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Section

Research articles