Research Article

Comparative analysis of the pysebal model and lysimeter for estimating actual evapotranspiration of soybean crop in Adana, Turkey

Volume: 5 Number: 2 June 1, 2020
EN

Comparative analysis of the pysebal model and lysimeter for estimating actual evapotranspiration of soybean crop in Adana, Turkey

Abstract

Accurate estimation of evapotranspiration (ET) is an important factor in water management, especially in irrigated agriculture. Accurate irrigation scheduling requires accurate estimation of ET. The objective of this study was to estimate the actual evapotranspiration (ETa) by the pySEBAL model and to compare it with the actual evapotranspiration measured by the lysimeter method of soybean crop in Adana, Turkey. Five Landsat 5 Thematic Mapper (TM) images and weather data were used for this study to estimate actual evapotranspiration by the pySEBAL model. The results showed a good relationship between ETa estimated by the pySEBAL model and ETa measured by the lysimeter method, with an R2 of 0.73, an RMSE of 0.51 mm.day−1, an MBE of 0.04 mm.day−1 and a Willmott’s index of agreement (d) of 0.90. Based on this study, there is a good relationship between the actual evapotranspiration estimated by the pySEBAL model and the actual evapotranspiration measured by the lysimeter method. Consequently, ETa of soybean crop can be estimated with high accuracy by the pySEBAL model in Adana, Turkey.

Keywords

References

  1. Allen, R. G., Pereira, L.S., Raes, D., and Smith, M. 1998. “Crop evapotranspiration: Guidelines for computing crop water requirements.” FAO irrigation and drainage paper 56, Food and Agriculture Organization of the United Nations, Rome. p. 1-209.
  2. Allen, R. G., Tasumi, M., and Trezza, R. 2007. Satellitebased energy balance for mapping evapotranspiration with internalized calibration (METRIC)-Model. Journal of Irrigation and Drainage Engineering, 133, 380-394.
  3. Anonymous. 2007. Water for Food, Water for Life: A Comprehensive Assessment of Water Management in Agriculture. London: Earthscan, and Colombo: International Water Management Institute.
  4. Bala, A., Rawat, K. S., Misra, A. K., and Srivastava, A. 2015. Assessment and validation of evapotranspiration using SEBAL algorithm and Lysimeter data of IARI agricultural farm, India. GEOCARTO INT. DOI: 10.1080/10106049.2015.1076062.
  5. Bastiaanssen, W. G. M. 1995. Regionalization of surface flux densities and moisture indicators in composite terrain: a remote sensing approach under clear skies in Mediterranean climates. Ph.D. dissertation, CIP Data Koninklijke Bibliotheek, Den Haag, The Netherlands. 273 pp.
  6. Bastiaanssen, W. G. M., Menenti, M., Feddes, R. A., and Holtslag, A. A. M. 1998. A remote sensing surface energy balance algorithm for land (SEBAL) . 1. Formulation. J HYDROL. 212(1-4), 198-212.
  7. Bastiaanssen, W. G. M., Noordman, E. J. M., Pelgrum, H., Davids, G., Thoreson, B. P., and Allen, R. G.2005. SEBAL model with remotely sensed data to improve water resources management under actual field conditions. JIRRIG DRAIN ENG. 131, 85-93.
  8. Bhattarai, N., Dougherty, M., Marzen, J. L., and Kalin, L. 2011. Validation of evaporation estimates from a modified surface energy balance algorithm for land (SEBAL) model in the south-eastern United States. REMOTE SENS LETT. 3: 6, 511–519.

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Publication Date

June 1, 2020

Submission Date

June 2, 2019

Acceptance Date

September 18, 2019

Published in Issue

Year 2020 Volume: 5 Number: 2

APA
Sawadogo, A., Tim, H., Gündoğdu, K. S., Demir, A. O., Ünlü, M., & Zwart, S. J. (2020). Comparative analysis of the pysebal model and lysimeter for estimating actual evapotranspiration of soybean crop in Adana, Turkey. International Journal of Engineering and Geosciences, 5(2), 60-65. https://doi.org/10.26833/ijeg.573503
AMA
1.Sawadogo A, Tim H, Gündoğdu KS, Demir AO, Ünlü M, Zwart SJ. Comparative analysis of the pysebal model and lysimeter for estimating actual evapotranspiration of soybean crop in Adana, Turkey. IJEG. 2020;5(2):60-65. doi:10.26833/ijeg.573503
Chicago
Sawadogo, Alidou, Hessels Tim, Kemal Sulhi Gündoğdu, Ali Osman Demir, Mustafa Ünlü, and Sander Jaap Zwart. 2020. “Comparative Analysis of the Pysebal Model and Lysimeter for Estimating Actual Evapotranspiration of Soybean Crop in Adana, Turkey”. International Journal of Engineering and Geosciences 5 (2): 60-65. https://doi.org/10.26833/ijeg.573503.
EndNote
Sawadogo A, Tim H, Gündoğdu KS, Demir AO, Ünlü M, Zwart SJ (June 1, 2020) Comparative analysis of the pysebal model and lysimeter for estimating actual evapotranspiration of soybean crop in Adana, Turkey. International Journal of Engineering and Geosciences 5 2 60–65.
IEEE
[1]A. Sawadogo, H. Tim, K. S. Gündoğdu, A. O. Demir, M. Ünlü, and S. J. Zwart, “Comparative analysis of the pysebal model and lysimeter for estimating actual evapotranspiration of soybean crop in Adana, Turkey”, IJEG, vol. 5, no. 2, pp. 60–65, June 2020, doi: 10.26833/ijeg.573503.
ISNAD
Sawadogo, Alidou - Tim, Hessels - Gündoğdu, Kemal Sulhi - Demir, Ali Osman - Ünlü, Mustafa - Zwart, Sander Jaap. “Comparative Analysis of the Pysebal Model and Lysimeter for Estimating Actual Evapotranspiration of Soybean Crop in Adana, Turkey”. International Journal of Engineering and Geosciences 5/2 (June 1, 2020): 60-65. https://doi.org/10.26833/ijeg.573503.
JAMA
1.Sawadogo A, Tim H, Gündoğdu KS, Demir AO, Ünlü M, Zwart SJ. Comparative analysis of the pysebal model and lysimeter for estimating actual evapotranspiration of soybean crop in Adana, Turkey. IJEG. 2020;5:60–65.
MLA
Sawadogo, Alidou, et al. “Comparative Analysis of the Pysebal Model and Lysimeter for Estimating Actual Evapotranspiration of Soybean Crop in Adana, Turkey”. International Journal of Engineering and Geosciences, vol. 5, no. 2, June 2020, pp. 60-65, doi:10.26833/ijeg.573503.
Vancouver
1.Alidou Sawadogo, Hessels Tim, Kemal Sulhi Gündoğdu, Ali Osman Demir, Mustafa Ünlü, Sander Jaap Zwart. Comparative analysis of the pysebal model and lysimeter for estimating actual evapotranspiration of soybean crop in Adana, Turkey. IJEG. 2020 Jun. 1;5(2):60-5. doi:10.26833/ijeg.573503

Cited By