Coastal Water Level Prediction Model Using Adaptive Neuro-fuzzy Inference System
Subject Areas : Fuzzy SystemsOLATUNJI ADIGUN 1 , OLUSOLA OYEDELE 2
1 - Department of Electronic and Electrical Engineerin, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria.
2 - Department of Electronic and Electrical Engineerin, Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria.
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[1] Alvisi, S., Mascellani, G., Franchini, M., and Bardossy, A., 2006. Water level forecasting through fuzzy logic and artificial neural network approaches. Hydrology and Earth System Sciences, 10, pp.1–17.
[2] World Meteorological Organization, 2011. Manual on flood forecasting and warning, 1072.
[3] Jyh-Shing, R. J., Chuen-Tsai, S., Eiji, M., 1997. Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence, Prentice Hall Inc.
[4] Eti, F. I., 2018. Simulating adaptive neuro fuzzy inference system (ANFIS) training using student grade data. International Journal of Innovative Scientific & Engineering Technologies Research, 6(2), pp. 59-65.
[5] Vashisht, V., Lal, M., Sureshchandar, G. S., 2016. Defect prediction framework using adaptive neuro-fuzzy inference system (ANFIS) for software enhancement projects. British Journal of Mathematics & Computer Science, 19(2), pp. 1-12.
[6] New Jersey, 1997. Chang, F., Chang, Y. T., 2006. Adaptive neuro-fuzzy inference system for prediction of water level in reservoir. Advances in Water Resources, 29, pp.1–10.
[7] Altug, S., Chow, M. Y., Trussell, H. J., 1999. Fuzzy inference systems implemented on neural architectures for motor fault detection and diagnosis. IEEE Transactions on Industrial Electronics, 46,(6), pp. 1069–1079.
[8] Sharad, T., Richa, B., Gadandeep, K., 2018. Performance evaluation of two ANFIS models for predicting water quality index of River Satluj (India). Advances In Civil Engineering, 2018, pp. 1-10.
[9] William, G. C., 2000. The American Heritage Dictionary of the English Language, 4th ed. Houghton Mifflin Co.
[10] Nelson, S. A., 2007. Coastal zones. Natural Disasters, EENS 2040, Tulane University, LA.
[11] Darwin, R. F., Richard, S. J., 2001. Estimate of the economic effect of sea level rise. Environmental and Resource Economics, 19(2), pp.113-129.
[12] Titus, J. G., Anderson, K. E., Cahoon, D. R., Gesch, D. B., Gill, S. K., et al, 2009. A report by the U.S. climate change science program and the subcommittee on global change research. U. S. Environmental Protection Agency, Washington, DC, USA.
[13] Karl, T. R., Melillo, J. M., Peterson, T. C., 2009. Global climate change impacts in the United States. United States Global Change Research Program. Cambridge University Press.
[14] Alaurah, M., Marco, M., 2016. Coastal water table mapping: Incorporating groundwater data into flood inundation forecasts. M.Sc Thesis, Nicholas School of the Environment, Duke University.