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WATER BALANCE BASED ON REMOTE SENSING DATA IN PANTANAL

Hudson de Azevedo Macedo, José Cândido Stevaux, Aguinaldo Silva, Ivan Bergier

Resumo

Water storage in a drainage basin determines its water security. The quantity of water retained in the watershed can be measured by means of the water balance calculation. This balance can be defined by the input of water subtracted from the outputs. However, for the Pantanal, the measurements of water inlet and outlet are expensive, which makes the use of remote sensing data a high impact tool with clear socioeconomic advantages. Studies of water availability with orbital sensors are relatively scarce in the Upper Paraguay Basin (BAP). This work is an attempt to estimate the BAP water balance using rainfall and evapotranspiration remote sensing data from the Tropical Rainfall Measuring Mission (TRMM) and the MODIS Global Evapotranspiration Project (MOD16), respectively. The results indicate that BAP had an annual surplus of water between 2000 and 2014, though water parameters seem weakly correlated at annual basis. However, there may be atmospheric-climatic phenomena that maximize the correlation between the hydrological parameters and the temperature anomaly with delays of 2 to 5 years, suggesting lagged teleconnections with QBO and ENSO.

Palavras-chave

image processing; Quasi Biennial Oscillation; El Niño – Southern Oscillation; MODIS; TRMM

Texto completo:

ARTIGO (PDF) (English) AUTORIZAÇÃO (PDF)

Referências

ANA. Sistema de Informação Hidrológica. 2018. Disponível em: www.hidroweb.ana.gov. Acesso em 01/06/2018.

ASSINE, M. L.; MACEDO, H. A.; STEVAUX, J. C.; BERGIER, I.; PADOVANI, C.; SILVA, A. Avulsive Rivers in the Hydrology of the Pantanal Wetland. In: BERGIER, I.; ASSINE, M. L. (Ed.), Dynamics of the Pantanal Wetland in South America – The Handbook of Environmental Chemistry, v. 37. Berlin, Heidelberg: Springer, 2015. 4, p. 83-110. DOI: 10.1007/698_2015_35.

BERGIER, I. Effects of highland land-use over lowlands of the Brazilian Pantanal. Science of The Total Environment, v.463-464, p. 1060-1066, 2013. DOI: 10.1016/j.scitotenv.2013.06.036.

BERGIER, I.; ASSINE, M. L.; MCGLUE, M.; ALHO, C.; SILVA, A.; GUERREIRO, R. L.; CARVALHO, J.C. Amazon rainforest modulation of water security in the Pantanal wetland. Science of The Total Environment, v. 619-620, p. 1116-1125, 2018. DOI: 10.1016/j.scitotenv.2017.11.163.

BRAVO, J.; ALLASIA, D.; PAZ, A.; COLLISCHONN, W.; TUCCI, C. Coupled hydrologic–hydraulic modeling of the Upper Paraguay River Basin. Journal of Hydrologic Engeneering, v.17, p. 635-646, 2012. DOI: 10.1061/(ASCE)HE.1943-5584.0000494.

CLARKE, R. T.; TUCCI, C. E.; COLLISCHONN, W.. Variabilidade temporal no regime hidrológico da bacia do rio Paraguai. Revista Brasileira de Recursos Hídricos, p. 201-211, 2003.

ELVIDGE, A. D.; RENFREW, I. A. The causes of Foehn Warming in the lee of mountains. Bulletin of the American Meteorological Society, v. 97, n. 3, p. 455-466, 2016. DOI: 10.1175/BAMS-D-14-00194.1.

ESRI. Environmental Systems Research Institue. ArcGIS 10. Redlands, California, United States of America, 2010.

GALDINO, S.; CLARKE, R. T. Probabilidade de ocorrência de cheia no Rio Paraguai, em Ladário, MS Pantanal.Corumbá: EMBRAPA-CPAP, 1997.

HAMILTON, S. K.; SIPPEL, S. J.; MELACK, J. M. Inundation patterns in the Pantanal wetland of South America determined from passive microwave remote sensing. Archiv fur Hydrobiologie, v. 137, p. 1-23, 1996.

HUFFMAN, G. J.; ADLER, R. F.; BOLVIN, D. T.; GU, G.; NELKIN, E. J.; BOWMAN, K. P.; HONG, Y.; STOCKER, E.F.; WOLFF, D.B.. The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales. Journal of Hydrometeorology, v. 8, p. 38-55, 2007. DOI: 10.1175/JHM560.1.

JUNK, W.J; BAYLEY, P.B.; SPARKS, R.E. The flood pulse concept in River-Floodplain systems. In: D.P. Dodge [ed.] PROCEEDINGS OF THE INTERNATIONAL LARGE RIVER SYNPOSIUM, v. 106, 1989, Can. Spec. Publ. Fish. Aquat. Sci., 1989, p. 110-127.

MACEDO, H.A.; STEVAUX, J.C.; SILVA, A.; MERINO, E.R.; LO, E.L.; ASSINE, M.L. Hydrosedimentology of the Paraguay River in the Corumbá fluvial reach, Pantanal wetland. Revista Brasileira de Geomorfologia, v. 20, n. 2, p.?-?, 2019. DOI: 10.20502/rbg.v20i2.1500. IN PRESS.

MARENGO, J.; SAMPAIO G.; ALVES, L. M. Climate change scenarios in the Pantanal. In: BERGIER, I.; ASSINE, M.L. (Ed.) Dynamics of the Pantanal Wetlands in South America – The Handbook of Environmental Chemistry, v. 37. Berlin, Heidelberg: Springer, 2015. 12, p. 227-238. DOI: 10.1007/698_2015_357.

MU, Q.; HEINSCH, F. A.; ZHAO, M.; RUNNING, S. W.. Development of a global evapotranspiration algorithm based on MODIS and global meteorology data. Remote Sensing of Environment, v.111, p. 519-536, 2007. DOI:10.1016/j.rse.2007.04.015.

MU, Q.; ZHAO, M.; Running, S. W.. Improvements to a MODIS global terrestrial evapotranspiration algorithm. Remote Sensing of Environment, v. 115, p. 1781-1800, 2011. DOI:10.1016/j.rse.2011.02.019.

Mu, Q.; Zhao, M.; RUNNING, S. W.. MODIS Global Terrestrial Evapotranspiration (ET) Product (NASA MOD16A2/A3) - Algorithm Theoretical Basis Document: Collection 5. Missoula: NASA Headquarters. 2013.

NOAA. National Centers for Environmental information, Climate at a Glance: Global Time Series, published May 2018, retrieved on June 13, 2018 from https://www.ncdc.noaa.gov/cag/

NUNES, M. C.; NEVES, S. A.; NEVES, R.; NERY, J. T. Comportamento da precipitação pluvial no município de Cáceres Pantanal Mato-Grossense no período de 1971 a 2011. Científica, v. 44, n. 3, p. 271-278, 2016.

PADOVANI, C. R. Dinâmica das Inundações do Pantanal. 2010. Tese (doutorado em Ecologia Aplicada) – USP/ESALQ, Piracicaba-SP.

PAZ, A. R.; COLLISCHONN, W.; BRAVO, J. M.; BATES, P.; BAUGH, C.. The inﬂuence of vertical water balance on modelling Pantanal (Brazil) spatio-temporal inundation dynamics. Hydrological Processes, v. 28, p. 3539-3553, 2014. DOI: 10.1002/hyp.9897.

PENATTI, N. C.; ALMEIDA, T.S.R.; FERREIRA, L.G.; ARANTES, A.E.; COE, M.T.. Satellite-based hydrological dynamics of the world's largest continuous wetland. Remote Sensing of Environment, v. 170, p. 1-13, 2015. DOI: 10.1016/j.rse.2015.08.031.

PRASS, T. S.; BRAVO, J. M.; CLARKE, R. T.; COLLISCHONN, W.; LOPES, S. R.. Comparison of forecasts of mean monthly water level in the Paraguay River, Brazil, from two fractionally differenced models.Water Resources Research, v. 48, p. 1-13, 2012. DOI:10.1029/2011WR011358.

SHIMABUKURO, Y. E.; NOVO, E. M. L. M.; PONZONI, F. J. Índice de vegetação e modelo linear de mistura espectral no monitoramento da região do Pantanal. Pesquisa Agropecuária Brasileira, v. 33, p. 1729-1737, 1998. Disponível em: https://seer.sct.embrapa.br/index.php/pab/article/viewFile/5057/7206.

SILVA, A. Geomorfologia do megaleque do rio Paraguai, Quaternário do Pantanal Mato-Grossense, Centro-Oeste do Brasil. Tese (doutorado em Geociências e Meio Ambiente) – UNESP, Rio Claro-SP, 2010.

TUCCI, C. E.; GENZ, F. Caracterização hidrológica da BAP. In: UFRGS-IPH (Ed.), Plano de Conservação da Bacia do Alto Paraguai-PCBAP. Brasília: Ministério de Recursos Hídricos e da Amazônia Legal, 1997, p. 181-264.

VALERIANO, M. d.; SALVI, L. L.; ARAGÃO, J. R. Relações entre a distribuição da precipitação e o relevo da bacia do alto Paraguai. In: SIMPÓSIO DE GEOTECNOLOGIAS NO PANTANAL, 4., 2012, Bonito-MS. São José dos Campos-SP: Embrapa Informática Agropecuária/INPE, 2012. p. 289-298.

YUAN, W.; GELLER, M. A.; LOVE, P. T. ENSO influence on QBO modulations of the tropical tropopause. Quarterly Journal of the Royal Meteorological Society, v. 140, p. 1670-1676, 2014. DOI: 10.1002/qj.2247.

DOI: http://dx.doi.org/10.5380/raega.v46i3.67014

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ISSN (IMPRESSO) 1516-4136 até 2008

ISSN (ELETRÔNICO) 2177-2738 a partir de 2009

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