Evaluation of some Estimation methods of Evapotranspiration to determination of yield for Maize and Wheat using AquaCrop

Document Type : Research Paper

Authors

1 Associate Professor, Water Science and Engineering Department, Faculty of Agricultural and Natural Resources, Imam Khomeini International University, Qazvin,

2 PhD Student, Department of Water Science and Engineering, Faculty of Agricultural and Natural Resources, Imam Khomeini International University, Qazvin, Iran.

Abstract

AquaCrop model was developed to simulate crop response to water consumption and irrigation management. The model is easy to use, works with limited input, and has acceptable accuracy. On the other hand, there are different methods for estimating evapotranspiration, whose performance is different in various climatic conditions. The purpose of this research is to investigate the effect of different methods to estimate evapotranspiration of the reference plant in various climates of Iran on estimating the yield of maize and wheat using AquaCrop. To fulfil the experiment, 40-year meteorological data (1980-2020) of five cities of the country (Urmia, Mashhad, Rasht, Qazvin, and Yazd) were used. First, evapotranspiration was estimated using the FAO-56 and five temperature and radiation methods daily. Then, the yield value of these two plants was simulated by AquaCrop and compared with the FAO-56 by error statistical criteria determination coefficient (R2), normal root means square error (NRMSE) and Nash-Sutcliffe index (NS). According to the results, among the two temperature methods Blaney-Criddle method with the NRMSE is in the range of 0-20%, R2 and Nash-Sutcliffe are, close to the optimal value of one for maize and wheat in parameter simulation are acceptable. About radiation methods, the Priestley-Taylor and the Turc methods in simulation of maize yield. Also about radiation methods for wheat, the Turc and the Makkink method for simulation of yield are desirable.  

Keywords

Main Subjects


  • Abdollahzadeh, M., Ramezani etedali, H., Ababaei, B., and Nazari, B. 2019. Estimation of actual evapotranspiration and net irrigation water requirement for strategic agricultural crop in Moghan plain using AquaCrop model. Nivar. 43(104-105), 113-122. doi: 10.30467/nivar.2019.141476.1101. (In Persian with English abstract)

 

  • Abedinpour, M., A. Sarangi, T.B.S. Rajput, M. Singh, H. Pathak, and T. Ahmad. 2012. Performance evaluation of AquaCrop model for maize crop in a semi-arid environment. Agricultural Water Management. 110: 55-66. Doi: 10.1016/j.agwat.2012.04.001.

 

  • Alizadeh, H.A., Nazari, B., Parsinejad, M., Ramezani, H., Eetedali, H.R. and Janbaz, H.R. 2010. Evaluation of AquaCrop Model on Wheat Deficit Irrigation in Karaj area. Iranian Journal of Irrigation and Drainage, 4(2), 273-283. (In Persian)

 

  • Allen, R.G., L.S. Pereira, D. Raes and M. Smith. 1998. Crop Evapotranspiration. Guidelines for Computing Crop Water Requirements. Irrigation and Drainage Paper No. 56, FAO, Rome, Italy, 300 pp.

 

  • Asareh, A. and Davoudi, H. 2014. Evaluating the Methods of Estimating Potential Evapotranspiration in Omidiyeh Town. Journal of Water Science & Engineering. 10(4): 63-74 (In Persian).

 

  • Babazadeh, H. and Sarai Tabrizi, M. 2012. Assessment of AquaCrop model under soybean deficit irrigation management conditions. Journal of Water and Soil, 26(2), 329-339, (in Persian)

 

  • Blaney, H.F. and Criddle, W.D. 1950. Determining water requirements in irrigated areas from climatologically and irrigation data. USDA, SCS. SCS-TP-96,48.

 

  • Gassman, P.W., Reyes, M.R., Green, C.H. and Arnold, J.G., 2007. The Soil and Water Assessment Tool: Historical Development, Applications, and Future Research Directions. Trans. ASABE: 50(4): 1211-1250. doi: 10.13031/20.

 

  • Ghorbanian Kourd Abadi, M., Liaghat, A.M., Vatankhah, E. and Noory, H., 2015. Simulation of yield and evapotranpiration of forage maize using AquaCrop model. Journal of Water and Soil Resources Conservation4(2), pp.47-64. (In Persian).

 

  • Hargreaves, G.H. and Samani, Z.A., 1985. Reference crop evapotranspiration from temperature. Applied engineering in agriculture1(2), pp.96-99.

 

  • Haydarinia, M., Naseri, A.A. and Broomabd-Nasab, S. 2012. Investigate the possibility of application of AquaCrop model for irrigation scheduling of sunflower in Ahwaz. Journal of Water Resources, 5(1), 39-41. (In Persian)

 

  • Iqbal, M.A., Shen, Y., Stricevic, R., Pei, H., Sun H, Amiri, E., Penas, A. and Rio, S. 2014. Evaluation of the FAO AquaCrop model for winter wheat on the North China Plain under deficit irrigation from field experiment to regional yield simulation. Agricultural Water Management. 135, 61-72. Doi: 10.1016/j.agwat.2013.12.012.

 

  • Jamieson, P.D., Porter, J.R. and Wilson, D.R., 1991. A test of the computer simulation model ARCWHEAT1 on wheat crops grown in New Zealand. Field crops research27(4), pp.337-350. Doi: 10.1016/0378-4290(91)90040-3.

 

  • Joinior, W., Loireau, M., Fargette, M., Filho, B. and Wele,A. 2017. Correlation between soil erodibility and satellite data on areas of current desertification: a case study in Senegal. Ci Trop. Recife 42 (2), 51-66.

 

  • Jorenush, M., Boroomand nasab, S., Naseri, A., Pakparvar, M. and Taghvaeian, S. 2019. AquaCrop evaluation to simulate wheat production and plantig date in Fars province. Journal of Water and Irrigation Management, 9(1): 95-107. Doi: 22059/JWIM.2019.287266.701. (In Persian)

 

  • Kumar, P., Sarangi, A., Singh, D.K. and Parihar, SS. Evaluation of AquaCrop model in predicting wheat yield and productivity under irrigated saline regimes. Irrigation and Drainage 63: 474-487. Doi: 10.1002/ird.1841.

 

  • Kahkhamoghadam, P., 2018. Evaluation of reference evapotranspiration models for warm arid climate (Case Study: Zahedan station). Journal of Water and Soil Conservation25(1), pp.309-317. Doi: 10.22069/JWSC.2018.11565.2603. (In Persian).

 

  • Makkink, G.F., 1957. Testing the Penman formula by means of lysimeters. Journal of the Institution of Water Engineerrs11, pp.277-288.

 

  • Mebane, V.J., Day, R.L., Hamlett, J.M., Watson, J.E. and Roth, G.W., 2013. Validating the FAO AquaCrop model for rainfed maize in Pennsylvania. Agronomy Journal105(2), pp.419-427. Doi: 10.2134/agronj2012.0337.

 

  • Nash, J.E. and Sutcliffe, J.V., 1970. River flow forecasting through conceptual models part I—A discussion of principles. Journal of hydrology10(3), pp.282-290. Doi: 10.1016/0022-1694(70)90255-6

 

  • Paredes, P., de Melo-Abreu, J.P., Alves, I. and Pereira, L.S. 2014. Assessing the performance of the FAO AquaCrop model to estimate maize yields and water use under full and deficit irrigation with focus on model parameterization. Agricultural Water Management. 144: 81-97. Doi: 10.1016/j.agwat.2014.06.002.

 

  • Pashakhah, P., Pirmoradiyan, N., Khazdouz, N. and Moshfegh, M. 2014. ‌‌Calibration and evaluation of three empirical methods for estimating reference evapotranspiration in deferent climates of Iran. Nivar. 38(87-86): 39-50. (In Persian)

 

  • Priestley, C.H.B. and Taylor, R.J. 1972. On the Assessment of Surface Heat Flux and Evaporation Using Large Scale Parameters. Wea. Rev., 100:81-92. Doi: 10.1175/1520-0493(1972)100<0081:OTAOSH>2.3.CO;2

 

  • Raes, D., Steduto, P., Hsiao, T.C. and Freres, E. 2012. Refrence manual AquaCrop, FAo, land and water division. rome Italy.

 

  • Rahimikhoob, H., Sotoodehnia, A. and Massahbavani, A. R. 2014. Calibration and Evaluation of AquaCrop for Maize in Qazvin Region. Iranian Journal of Irrigation and Drainage, 8(1), 108-115.

 

  • Russo, D. and Bakker, D. 1986. Crop water production function for sweet corn and cotton irrigated and saline water. Soil science societyand American journal. 51, 1554-1562. Doi: 10.2136/sssaj1987.03615995005100060027x.

 

  • Safari, F., Kaviani, A., Azizian Ghatar, A. and Ramezani Etedali, H. 2022. Modified of the coefficients of some Equations for Estimation of evapotranspiration of the Reference plant. Environment and Water Engineering. 8(2), 411-426. doi: 10.22034/jewe.2021.293310.1593 (In Persian).

 

  • Sharifian, H., Ghahraman, B., Alizadah, A. and Mirlotfi, S.M., 2006. Evaluation of Different Radiation and Humidity Methods for Estimation of ETo and Analysis of Aridity Effects in Golestan Province. Iranian Journal of Soil Research19(2), pp.275-285. Doi: 10.22092/IJSR.2006.127465 (In Persian).

 

  • Turc, L. 1961. Estimation of irrigation water requirements, potential evapotranspirtion: A simple climate formula evolved up to date. Agron.; 12:13-49.
Volume 46, Issue 4
January 2024
Pages 53-66
  • Receive Date: 11 October 2022
  • Revise Date: 11 March 2023
  • Accept Date: 15 March 2023
  • Publish Date: 22 December 2023