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Jun 8, 2022

Closure to “Evaluating the Performance of Self-Organizing Maps to Estimate Well-Watered Canopy Temperature for Calculating Crop Water Stress Index in Indian Mustard (Brassica juncea)” by Navsal Kumar, Vijay Shankar, Rabee Rustum, and Adebayo J. Adeloye

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Publication: Journal of Irrigation and Drainage Engineering
Volume 148, Issue 8
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References

Adeloye, A. J., R. Rustum, and I. D. Kariyama. 2012. “Neural computing modeling of the reference crop evapotranspiration.” Environ. Modell. Software 29 (1): 61–73. https://doi.org/10.1016/j.envsoft.2011.10.012.
Chicco, D., M. J. Warrens, and G. Jurman. 2021. “The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation.” PeerJ Comput. Sci. 7 (Jul): e623. https://doi.org/10.7717/peerj-cs.623.
Kreyszig, E., H. Kreyszig, and E. J. Norminton. 2011. Advanced engineering mathematics. 10th ed. New York: Wiley.
Mendenhall, W. M., T. L. Sincich, and N. S. Boudreau. 2016. Statistics for engineering and the sciences student solutions manual. London: Chapman and Hall.
Mwale, F. D., A. J. Adeloye, and R. Rustum. 2014. “Application of self-organising maps and multi-layer perceptron-artificial neural networks for streamflow and water level forecasting in data-poor catchments: The case of the Lower Shire floodplain, Malawi.” Hydrol. Res. 45 (6): 838–854. https://doi.org/10.2166/nh.2014.168.
Rustum, R. 2009. “Modelling activated sludge wastewater treatment plants using artificial intelligence techniques (fuzzy logic and neural networks).” Doctoral dissertation, School of the Built Environment, Heriot-Watt Univ.
Rustum, R., and A. Adeloye. 2012. “Improved modelling of wastewater treatment primary clarifier using hybrid anns.” Int. J. Comput. Sci. Artif. Intell. 2 (4): 14. https://doi.org/10.5963/IJCSAI0204002.
Zhang, D. 2017. “A coefficient of determination for generalized linear models.” Am. Stat. 71 (4): 310–316. https://doi.org/10.1080/00031305.2016.1256839.

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Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 148Issue 8August 2022

History

Received: Jan 4, 2022
Accepted: Apr 11, 2022
Published online: Jun 8, 2022
Published in print: Aug 1, 2022
Discussion open until: Nov 8, 2022

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Authors

Affiliations

Assistant Professor, School of Mechanical, Civil, and Electrical Engineering, Shoolini Univ., Himachal Pradesh 173229, India (corresponding author). ORCID: https://orcid.org/0000-0002-6461-1041. Email: [email protected]
Vijay Shankar [email protected]
Associate Professor, Dept. of Civil Engineering, National Institute of Technology Hamirpur, Himachal Pradesh 177005, India. Email: [email protected]
Associate Professor, School of Energy, Geoscience, Infrastructure, and Society, Heriot-Watt Univ., Dubai 294345, United Rab Emirates. ORCID: https://orcid.org/0000-0001-6938-8144. Email: [email protected]
Adebayo J. Adeloye [email protected]
Professor (Emeritus), School of Energy, Geoscience, Infrastructure, and Society, Heriot-Watt Univ., Edinburgh EH14 4AS, UK. Email: [email protected]

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