FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS

RAMIANDRA Aina Clarc; HARY Jean; TIANDRAZA Marsi Meluce; MAXWELL Djaffard

FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS

July 2023

Vol-9, Issue-4

Paper ID: 21086

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Climatology

Keywords

Forecast rainy season start end duration precipitation neural network Multilayer Perceptron from north Madagascar

Abstract

The Forecast of the start and end date of the rainy season precipitation is defined by milestones. The first step is to determine the architecture of neural networks for forecasting. And the second focuses on the modeling and forecasting of rainy seasons by the Multilayer Perceptron (MLP) neural network. All of these steps have given rise to an ANN model capable of providing efficient rainy season forecasts up to 2035. The use of the Perceptron Multilayer artificial neural network technique on rainy season data has made it possible to create a model to understand the hydrological complexity and produce the information needed to simulate the future season. From historical data rainy season date, we made the rainy season modeling and forecasting. And we can estimate that around 2035, in the northern part of Madagascar, the rainy season will start rather mid-November to mid-December and will mainly end at the end of March. The season usually lasts for 4 months. And we will find a downward trend in the duration of the rainy seasons in some area

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Author Information

#	Name	Institute / Affiliation
1	RAMIANDRA Aina Clarc	EDGVM
2	HARY Jean	ISSTM
3	TIANDRAZA Marsi Meluce	EDGVM
4	MAXWELL Djaffard	ISSTM

How to Cite

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

APA Style

Clarc, RAMIANDRA Aina, Jean, HARY, Meluce, TIANDRAZA Marsi, & Djaffard, MAXWELL (2023). FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS. International Journal of Advance Research and Innovative Ideas In Education, 9(4), 3061-3075.

MLA Style

Clarc, RAMIANDRA Aina, et al. "FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 4, 2023, pp. 3061-3075.

IEEE Style

RAMIANDRA Aina Clarc, HARY Jean, TIANDRAZA Marsi Meluce, and MAXWELL Djaffard, "FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 4, pp. 3061-3075, 2023.

Vancouver Style

Clarc RAMIANDRA Aina, Jean HARY, Meluce TIANDRAZA Marsi, Djaffard MAXWELL. FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(4):3061-3075.

Harvard Style

Clarc, RAMIANDRA Aina, Jean, HARY, Meluce, TIANDRAZA Marsi, & Djaffard, MAXWELL (2023) 'FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS', International Journal of Advance Research and Innovative Ideas In Education, 9(4), pp. 3061-3075.

Chicago Style

Clarc, RAMIANDRA Aina, et al. "FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS." International Journal of Advance Research and Innovative Ideas In Education 9, no. 4 (2023): 3061-3075.

Turabian Style

Clarc, RAMIANDRA Aina, et al. "FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS." International Journal of Advance Research and Innovative Ideas In Education 9, no. 4 (2023): 3061-3075.