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Title: :  FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS
PaperId: :  21086
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 4 2023
DUI:    16.0415/IJARIIE-21086
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RAMIANDRA Aina ClarcEDGVM
HARY Jean ISSTM
TIANDRAZA Marsi MeluceEDGVM
MAXWELL DjaffardISSTM

Abstract

Climatology
Forecast, rainy season, start, end, duration, precipitation, neural network, Multilayer Perceptron, from north, Madagascar
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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IJARIIE 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 Volume 9 Issue 4 2023 Page 3061-3075
MLA 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 9.4(2023) : 3061-3075.
APA RAMIANDRA Aina Clarc, HARY Jean , TIANDRAZA Marsi Meluce, & MAXWELL Djaffard. (2023). FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS. International Journal Of Advance Research And Innovative Ideas In Education, 9(4), 3061-3075.
Chicago 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 9, no. 4 (2023) : 3061-3075.
Oxford 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, 2023, p. 3061-3075. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/FORECAST_OF_THE_RAINY_SEASON_BY_ARTIFICIAL_NEURON_NETWORKS_ijariie21086.pdf (Accessed : 12 October 2024).
Harvard RAMIANDRA Aina Clarc, HARY Jean , TIANDRAZA Marsi Meluce, and MAXWELL Djaffard. (2023) 'FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKS', International Journal Of Advance Research And Innovative Ideas In Education, 9(4), pp. 3061-3075IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/FORECAST_OF_THE_RAINY_SEASON_BY_ARTIFICIAL_NEURON_NETWORKS_ijariie21086.pdf (Accessed : 12 October 2024)
IEEE 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, Jul-Aug 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/FORECAST_OF_THE_RAINY_SEASON_BY_ARTIFICIAL_NEURON_NETWORKS_ijariie21086.pdf [Accessed : 12 October 2024].
Turabian 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 [Online]. volume 9 number 4 (12 October 2024).
Vancouver 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 [Internet]. 2023 [Cited : 12 October 2024]; 9(4) : 3061-3075. Available from: https://ijariie.com/AdminUploadPdf/FORECAST_OF_THE_RAINY_SEASON_BY_ARTIFICIAL_NEURON_NETWORKS_ijariie21086.pdf
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