Publicado

2021-12-02

Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods

Evapotranspiración en los municipios brasileños que rodea el reservatorio de Itaipu Binacional: proceso de caracterización y métodos de estimación

DOI:

https://doi.org/10.15446/dyna.v88n219.97015

Palabras clave:

hydrological cycle, temperature data, water resources (en)
ciclo hidrológico, datos de temperatura, recursos hídricos (es)

Autores/as

Seeking to contribute with the management of water resources in the Itaipu Binacional reservoir region, this research aimed to characterize the dynamics of evapotranspiration and evaluate the performance of different mathematical methods, which determine reference evapotranspiration (ETo) from air temperature values. Fifteen municipalities were analyzed. After obtaining the data series, ETo was estimated using six methods: Camargo (C), Hargreaves-Samani (HG-S), Jensen-Haise (JH), Penman-Monteith with missing data (PMm), Thornthwaite-Camargo (TW-C) and Penman-Monteith (PM) – the latter was the reference method. The performance of the methods was analyzed by several statistical indexes. Daily ETo values ranged from 2 to 10 mm d-1, with an annual mean of 5.78 mm d-1. We also observed that it is determined predominantly by radioactive parameters, which annually represent 76% of the evapotranspiration process, while aerodynamic parameters represent 24%. Among the ETo estimation methods, HG-S and PMm were the most suitable for estimating.

Buscando contribuir con la gestión de los recursos hídricos en la región del reservorio de Itaipu Binacional, esta investigación tuvo como objetivo caracterizar la dinámica del proceso de evapotranspiración y evaluar el desempeño de diferentes métodos matemáticos, que determinan la evapotranspiración de referencia (ETo) a partir de los valores de temperatura del aire. Se analizaron quince ciudades. Después de obtener la serie de datos, la ETo se estimó utilizando seis métodos: Camargo (C), Hargreaves-Samani (HG-S), Jensen-Haise (JH), Penman-Monteith con datos faltantes (PMm), Thornthwaite-Camargo (TW- C) y Penman-Monteith (PM), siendo este último el método de referencia. El desempeño de los métodos ocurrió mediante varios índices estadísticos. Los valores diarios de ETo variaron de 2 a 10 mm d-1, con una media anual de 5,78 mm d-1. También observamos que ETo es determinada predominantemente por parámetros radiactivos, que anualmente representan el 76% del proceso de evapotranspiración, mientras que los parámetros aerodinámicos representan el 24%. Entre los métodos de estimación de ETo, los métodos HG-S y PMm fueron los más adecuados para estimar.

Referencias

Alencar, L.P., Sediyama, G.C. and Mantovani, E.C., Estimativa da evapotranspiração de referência (ETo padrão FAO), para Minas Gerais, na ausência de alguns dados climáticos. Engenharia Agrícola, 35(1), pp. 39-50, 2015. DOI: 10.1590/1809-4430-Eng.Agric.v35n1p39-50/2015

Allen, R.G., Pereira, L.S., Raes, D. and Smith, M., Crop evapotranspiration: guidelines for computing crop water requirements. FAO, Rome, Italy, 1998.

Allen, R.G., Walter, I.A., Elliott, R.L., Howell, T.A., Itenfisu, D., Jensen, M.E. and Snyder, R.L., The ASCE standardized reference evapotranspiration equation. ASACE, Reston, Virginia, USA, 2005.

Almorox, J., Quej, V.H. and Martí, P., Global performance ranking of temperature-based approaches for evapotranspiration estimation considering Köppen climate classes. Journal of Hydrology, 528(09), pp. 514-522, 2015. DOI: 10.1016/j.jhydrol.2015.06.057

Althoff, D., Dos Santos, R.A., Bazame, H.C., Da Cunha, F.F. and Filgueiras, R., Improvement of Hargreaves-Samani reference evapotranspiration estimates with local calibration. Water (Switzerland), 11(11), pp. 1-16, 2019. DOI: 10.3390/w11112272

Alvares, C.A., Stape, J.L., Sentelhas, P.C., Gonçaves, J.L.M. and Sparovek, G., Köppen’s climate classification map for Brazil. Meteorologische Zeitschrift, 22(6), pp. 711-728, 2013. DOI: 10.1127/0941-2948/2013/0507 [7]

Bade, M.R. and Rocha, A.S., Caracterização histórica e evolução temporal do uso e cobertura da terra na bacia hidrográfica do Paraná 3. In: Rocha, A.S. and Bade, M.R. (Orgs)., Geografia da bacia hidrográfica do Paraná 3: fragilidades socioambientais. In House, Jundiaí, Brasil, 2018.

Brubacher, J.P., Oliveira, G.G. and Guasselli, L.A., Preenchimento de falhas e espacialização de dados pluviométricos: desafios e perspectivas. Revista Brasileira de Meteorologia. 35(4), pp. 615-629, 2020. DOI: 10.1590/0102-77863540067

Camargo, A.P., Balanço hídrico no Estado de São Paulo. Instituto Agronômico, Campinas, Brasil, 1971.

Camargo, A.P., Marin, F.R., Sentelhas, P.C. and Picini, A.G., Ajuste da equação de Thornthwaite para estimar a evapotranspiração potencial em climas áridos e superúmidos, com base na amplitude térmica diária. Revista Brasileira de Agrometeorologia, 7(2), pp. 252-257, 1999.

Camargo, A.P. and Sentelhas, P.C., Avaliação do desempenho de diferentes métodos de estimativa da evapotranspiração potencial no Estado de São Paulo, Brasil. Revista Brasileira de Agrometeorologia, 5(1), pp. 89-97, 1997.

Chu, R., Li, M., Shen, S., Islam, A.R.M.T., Cao, W., Tao, S. and Gao, P., Changes in reference evapotranspiration and its contributing factors in Jiangsu, a major economic and agricultural province of Eastern China. Water (Switzerland), 9(7), pp. 1-20, 2017. DOI: Water 2017. 10.3390/w9070486

Da Cunha, F.F., Venancio, L.P., Campos, F.B. and Sediyama, G.C., Reference evapotranspiration estimates by means of Hargreaves-Samani and Penman-Monteith FAO methods with missing data in the Northwestern Mato Grosso do Sul. Bioscience Journal, 33(5), pp. 1166-1176, 2017. DOI: 10.14393/BJ-v33n5a2017-36751

Djaman, K., Tabari, H., Balde, A.B., Diop, L., Futakuchi, K. and Irmak, S., Analyses, calibration and validation of evapotranspiration models to predict grass-reference evapotranspiration in the Senegal river delta. Journal of Hydrology: Regional Studies, 8 pp. 82-94, 2016. DOI: 10.1016/j.ejrh.2016.06.003

Fenner, W., Dallacort, R., Faria Junior, C.A., Freitas, P.S.L., Queiroz, T.M. and Santi, A., Development, calibration and validation of weighing lysimeters for measurement of evapotranspiration of crops. Revista Brasileira de Engenharia Agricola e Ambiental, 23(4), pp. 297-302, 2019. DOI: /10.1590/1807-1929/agriambi.v23n4p297-302

Fox, D.G., Judging air quality model performance. Bulletin of the American Meteorological Society, 62, pp. 599-609, 1981.

Gocic, M., Milanovic, M. and Trajkovic, S., Effect of solar radiation models on evapotranspiration estimation. Facta universitatis - series: Architecture and Civil Engineering, 14(2), pp. 247-255, 2016. DOI: 10.2298/fuace1602247g

Gocic, M. and Trajkovic, S., Analysis of trends in reference evapotranspiration data in a humid climate. Hydrological Sciences Journal, 59(1), pp. 165-180, 2014. DOI: 10.1080/02626667.2013.798659

Hargreaves, G.H. and Samani, Z.A., Reference crop evapotranspiration from temperature. Applied Engineering in Agriculture, 1(2), p. 96-99, 1985.

Jensen, M. and Haise, H., Estimating evapotranspiration from solar radiation. Journal of the Irrigation and Drainage Division ASCE, 89(14), p. 15-41, 1963.

Lemos Filho, L.C.A., Carvalho, L.G., Evangelista, A.W.P. and Alves Júnior, J., Análise espacial da influência dos elementos meteorológicos sobre a evapotranspiração de referência em Minas Gerais. Revista Brasileira de Engenharia Agrícola e Ambiental, 14(12), pp. 1294-1303, 2010. DOI: 10.1590/s1415-43662010001200007

Mariano, D.C., Faria, R.T., Freitas, P.S.L., Lena, B.P. and Johann, A. L. Construction and calibration of a bar weighing lysimeter. Acta Scientiarum - Agronomy, 37(3), pp. 271-278, 2015. DOI: 10.4025/actasciagron.v37i3.19368

Morais, J.L.M., Fadul, E. and Cerqueira, L.S., Limites e desafios na gestão de recursos hídricos por comitês de bacia hidrográficas: um estudo nos estados do nordeste do Brasil. Revista Eletrônica de Administração, 24(1), pp. 238-264, 2018. DOI: 10.1590/1413-2311.187.67528

Nitsche, P.R., Caramori, P.H., Ricce, W.S. and Pinto, L.F.D., Atlas climático do estado do Paraná. Londrina: IAPAR, 2019.

Pandey, P.K., Dabral, P.P. and Pandey, V., Evaluation of reference evapotranspiration methods for the northeastern region of India. International Soil and Water Conservation Research, 4(1), pp. 52-63, 2016. DOI: 10.1016/J.ISWCR.2016.02.003

Raziei, T. and Pereira, L.S., Estimation of ETo with Hargreaves-Samani and FAO-PM temperature methods for a wide range of climates in Iran.

Agricultural Water Management, 121, pp. 1-18, 2013. DOI: 10.1016/j.agwat.2012.12.019

Santos, L.C., José, J.V., Alves, D.S., Nitsche, P.R., Reis, E.F., Bender, F.D., Space-time variability of evapotranspiration and precipitation in the State of Paraná, Brazil. Revista Ambiente e Água, 12(5), pp. 743-759, 2017. DOI: 10.4136/1980-993X

Sentelhas, P.C., Gillespie, T.J. and Santos, E.A., Evaluation of FAO Penman-Monteith and alternative methods for estimating reference evapotranspiration with missing data in Southern Ontario, Canada. Agricultural Water Management, 97(5), pp. 635-644, 2010. DOI: 10.1016/j.agwat.2009.12.001

Song, X., Lu, F., Xiao, W., Zhu, K., Zhou, Y. and Xie, Z., Performance of 12 reference evapotranspiration estimation methods compared with the Penman-Monteith method and the potential influences in northeast China. Meteorological Applications, 26(1), pp. 83-96, 2019. DOI: 10.1002/met.1739

Tegos, A., Malamos, N. and Koutsoyiannis, D., A parsimonious regional parametric evapotranspiration model based on a simplification of the Penman-Monteith formula. Journal of Hydrology, 524, pp. 708-717, 2015. DOI: 10.1016/j.jhydrol.2015.03.024

Valipour, M., Temperature analysis of reference evapotranspiration models. Meteorological Applications, 22(3), pp. 385-394, 2015. DOI: 10.1016/j.agwat.2020.106040

Venancio, L.P., Da Cunha, F.F., Mantovani, E.C., Sediyama, G.C., Eugenio, F.C. and Aleman, C.C., Penman-monteith with missing data and hargreaves-samani for eto estimation in espírito Santo State, Brazil. Revista Brasileira de Engenharia Agricola e Ambiental, 23(3), p. 153-159, 2019. DOI: 10.1590/1807-1929/agriambi.v23n3p153-159

Willmott, C.J., Robeson, S.M. and Matsuura, K., A refined index of model performance. International Journal of Climatology, 32, pp. 2088-2094, 2011. DOI: 10.1002/joc.2419

Zanetti, S.S., Dohler, R.E., Cecílio, R.A., Pezzopane, J.E.M. and Xavier, A.C., Proposal for the use of daily thermal amplitude for the calibration of the Hargreaves-Samani equation. Journal of Hydrology, 571(19), pp. 193-201, 2019. DOI: 10.1016/j.jhydrol.2019.01.049

Zhan, S., Song, C., Wang, J., Sheng, Y. and Quan, J., A global assessment of Terrestrial evapotranspiration increase due to surface water area change. Earth’s Future, 7(3), pp. 266-282, 2019. DOI: 10.1029/2018EF001066

Zhao, X. and Liu, Y., Evapotranspiration partitioning and response to abnormally low water levels in a floodplain wetland in China. Advances in Meteorology, pp. 1-11, 2016. DOI: 10.1155/2016/3695427

Cómo citar

IEEE

[1]
F. Correia de Oliveira, T. Hister Giovanella, A. Sandro, y A. Stuani, «Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods», DYNA, vol. 88, n.º 219, pp. 139–146, nov. 2021.

ACM

[1]
Correia de Oliveira, F., Hister Giovanella, T., Sandro , A. y Stuani, A. 2021. Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods. DYNA. 88, 219 (nov. 2021), 139–146. DOI:https://doi.org/10.15446/dyna.v88n219.97015.

ACS

(1)
Correia de Oliveira, F.; Hister Giovanella, T.; Sandro , A.; Stuani, A. Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods. DYNA 2021, 88, 139-146.

APA

Correia de Oliveira, F., Hister Giovanella, T., Sandro , A. & Stuani, A. (2021). Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods. DYNA, 88(219), 139–146. https://doi.org/10.15446/dyna.v88n219.97015

ABNT

CORREIA DE OLIVEIRA, F.; HISTER GIOVANELLA, T.; SANDRO , A.; STUANI, A. Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods. DYNA, [S. l.], v. 88, n. 219, p. 139–146, 2021. DOI: 10.15446/dyna.v88n219.97015. Disponível em: https://revistas.unal.edu.co/index.php/dyna/article/view/97015. Acesso em: 29 mar. 2026.

Chicago

Correia de Oliveira, Fabricio, Tharsos Hister Giovanella, Anderson Sandro, y Amadeu Stuani. 2021. «Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods». DYNA 88 (219):139-46. https://doi.org/10.15446/dyna.v88n219.97015.

Harvard

Correia de Oliveira, F., Hister Giovanella, T., Sandro , A. y Stuani, A. (2021) «Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods», DYNA, 88(219), pp. 139–146. doi: 10.15446/dyna.v88n219.97015.

MLA

Correia de Oliveira, F., T. Hister Giovanella, A. Sandro, y A. Stuani. «Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods». DYNA, vol. 88, n.º 219, noviembre de 2021, pp. 139-46, doi:10.15446/dyna.v88n219.97015.

Turabian

Correia de Oliveira, Fabricio, Tharsos Hister Giovanella, Anderson Sandro, y Amadeu Stuani. «Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods». DYNA 88, no. 219 (noviembre 19, 2021): 139–146. Accedido marzo 29, 2026. https://revistas.unal.edu.co/index.php/dyna/article/view/97015.

Vancouver

1.
Correia de Oliveira F, Hister Giovanella T, Sandro A, Stuani A. Evapotranspiration in the Brazilian municipalities surrounding the Itaipu Binacional reservoir: characterization process and estimation methods. DYNA [Internet]. 19 de noviembre de 2021 [citado 29 de marzo de 2026];88(219):139-46. Disponible en: https://revistas.unal.edu.co/index.php/dyna/article/view/97015

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