A Survey On Rainfall Prediction Using Machine Learning And Neural Network

SHABANAS; Mr.Ebin

A Survey On Rainfall Prediction Using Machine Learning And Neural Network

June 2021

Vol-7, Issue-3

Paper ID: 14696

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Machine Learning

Keywords

Machine Learning Prediction

Abstract

Rainfall prediction is one among the foremost important and challenging task within the times. In general, climate and rainfall are highly non-linear and sophisticated phenomena, which require advanced computer modeling and simulation for his or her accurate prediction. Algorithms like Support Vector Machine (SVM), Artificial Neural Network (ANN), regression can be used to predict the behavior of such nonlinear systems. ANN has been successfully employed by most of the researchers during this field for the last twenty-five years. This paper provides a survey of available literature of some methodologies employed by different researchers to utilize Neural Network and machine learning for rainfall prediction. The survey also reports that rainfall prediction using Neural Network and machine learning techniques are more suitable than traditional statistical and numerical methods.

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Author Information

#	Name	Institute / Affiliation
1	SHABANAS	IES COLLEGE OF ENGINEERING
2	Mr.Ebin	IES COLLEGE OF ENGINEERING

How to Cite

Use the following formats to cite this article in your research.

APA Style

SHABANAS & Mr.Ebin (2021). A Survey On Rainfall Prediction Using Machine Learning And Neural Network. International Journal of Advance Research and Innovative Ideas In Education, 7(3), 2807-2814.

MLA Style

SHABANAS, and Mr.Ebin. "A Survey On Rainfall Prediction Using Machine Learning And Neural Network." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, 2021, pp. 2807-2814.

IEEE Style

SHABANAS and Mr.Ebin, "A Survey On Rainfall Prediction Using Machine Learning And Neural Network," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, pp. 2807-2814, 2021.

Vancouver Style

SHABANAS, Mr.Ebin. A Survey On Rainfall Prediction Using Machine Learning And Neural Network. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(3):2807-2814.

Harvard Style

SHABANAS & Mr.Ebin (2021) 'A Survey On Rainfall Prediction Using Machine Learning And Neural Network', International Journal of Advance Research and Innovative Ideas In Education, 7(3), pp. 2807-2814.

Chicago Style

SHABANAS and Mr.Ebin. "A Survey On Rainfall Prediction Using Machine Learning And Neural Network." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 2807-2814.

Turabian Style

SHABANAS and Mr.Ebin. "A Survey On Rainfall Prediction Using Machine Learning And Neural Network." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 2807-2814.