Discussions and Closures
Feb 19, 2018

Discussion of “Estimating Evapotranspiration Using an Extreme Learning Machine Model: Case Study in North Bihar, India” by Deepak Kumar, Jan Adamowski, Ram Suresh, and Bogdan Ozga-Zielinski

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Publication: Journal of Irrigation and Drainage Engineering
Volume 144, Issue 5
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References

Allen, R. G., Pereira, L. S., Raies, D., and Smith, M. (1998). “Crop evapotranspiration: Guidelines for computing crop water requirement.”, Food and Agricultural Organization, Rome.
Bishop, C. M. (1995). Neural networks for pattern recognition, Oxford University Press, Oxford, U.K.
Hargreaves, G. H., and Samani, Z. A. (1985). “Reference crop evapotranspiration from ambient air temperature.” Appl. Eng. Agric., 1(2), 96–99.
Haykin, S. (1999). Neural networks. A comprehensive foundation, Prentice Hall International, Inc., Upper Saddle River, NJ.
Kohavi, R. (1995). “A study of cross-validation and bootstrap for accuracy estimation and model selection.” Proc., 14th Int. Joint Conf. on Artificial Intelligence, Morgan Kaufmann, San Mateo, CA, 1137–1143.
Martí, P., Manzano, J., and Royuela, A. (2011). “Assessment of a 4-input artificial neural network for ETo estimation through data set scanning procedures.” Irrig. Sci., 29(3), 181–195.
Martí, P., Shiri, J., Duran-Ros, M., Arbat, G., Ramírez de Cartagena, F., and Puig-Bargués, J. (2013). “Artificial neural networks vs. Gene Expression Programming for estimating outlet dissolved oxygen in micro-irrigation sand filters fed with effluents.” Comput. Electron. Agric., 99(11), 176–185.
Martí, P., and Zarzo, M. (2012). “Multivariate statistical monitoring of ETo: A new approach for estimation in nearby locations using geographical inputs.” Agric. Forest. Meteorol., 152(1), 125–134.
MATLAB version 7.4.0 [Computer software]. MathWorks, Natick, MA.

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Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 144Issue 5May 2018

History

Received: Aug 17, 2016
Accepted: Sep 8, 2016
Published online: Feb 19, 2018
Published in print: May 1, 2018
Discussion open until: Jul 19, 2018

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Pau Martí, Ph.D. [email protected]
Assistant Professor, Departament de Biologia, Àrea d’Enginyeria Agroforestal, Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122 Palma de Mallorca, Spain. E-mail: [email protected]; [email protected]

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