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Title: :  MODELISATION OF SEA SURFACE SALINITY IN THE SOUTH-EAST PART OF MADAGASCAR
PaperId: :  11564
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 2 2020
DUI:    16.0415/IJARIIE-11564
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Juliette SOANAOLYPhD student, Atmosphere, Climate and Oceans Dynamics Laboratory (DyACO), Physics and Applications, Sciences and Technologies, University of Antananarivo, Madagascar.
Theodore TOTOZAFINYProfesseur, Atmosphere, Climate and Oceans Dynamics Laboratory (DyACO), Physics and Applications, Sciences and Technologies, University of Mahajanga, Madagascar.
I. Parker RAMAHAZOSOAMaître de conferences, Atmosphere, Climate and Oceans Dynamics Laboratory (DyACO), Physics and Applications, Sciences and Technologies, University of Antananarivo, Madagascar
Adolphe A. RATIARISONProfesseur Emerite, Atmosphere, Climate and Oceans Dynamics Laboratory (DyACO), Physics and Applications, Sciences and Technologies, University of Antananarivo, Madagascar

Abstract

Climatology
salinity, artificial neural networks, organizing, modelisation
This research is based on artificial neural network methods. The Self-Organizing Map network (KOHONEN’S network) allowing to organize our study area and the perceptron network is applied to modeling our data. The objective is to predict the variation of sea surface salinity in the southeastern part of Madagascar. The study area, is delimited by East longitudes 48°E to 54°E and South latitudes 22°S to 28°S. Monthly salinity data collected from the NOAA site covering 38 years period (1980 to 2017) were studied. In this case, we took the first 5 meters of ocean depth. Our study area is classified into three distinct sub-areas. The variation of monthly salinity in this region is around 33.90 PSU to 34.14 PSU and it also varies with latitude. Each model adopted by the prediction has confirmed that the salinity of the ocean in the next 10 years will become increasingly salty.

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IJARIIE Juliette SOANAOLY, Theodore TOTOZAFINY, I. Parker RAMAHAZOSOA, and Adolphe A. RATIARISON. "MODELISATION OF SEA SURFACE SALINITY IN THE SOUTH-EAST PART OF MADAGASCAR" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 2 2020 Page 988-998
MLA Juliette SOANAOLY, Theodore TOTOZAFINY, I. Parker RAMAHAZOSOA, and Adolphe A. RATIARISON. "MODELISATION OF SEA SURFACE SALINITY IN THE SOUTH-EAST PART OF MADAGASCAR." International Journal Of Advance Research And Innovative Ideas In Education 6.2(2020) : 988-998.
APA Juliette SOANAOLY, Theodore TOTOZAFINY, I. Parker RAMAHAZOSOA, & Adolphe A. RATIARISON. (2020). MODELISATION OF SEA SURFACE SALINITY IN THE SOUTH-EAST PART OF MADAGASCAR. International Journal Of Advance Research And Innovative Ideas In Education, 6(2), 988-998.
Chicago Juliette SOANAOLY, Theodore TOTOZAFINY, I. Parker RAMAHAZOSOA, and Adolphe A. RATIARISON. "MODELISATION OF SEA SURFACE SALINITY IN THE SOUTH-EAST PART OF MADAGASCAR." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 2 (2020) : 988-998.
Oxford Juliette SOANAOLY, Theodore TOTOZAFINY, I. Parker RAMAHAZOSOA, and Adolphe A. RATIARISON. 'MODELISATION OF SEA SURFACE SALINITY IN THE SOUTH-EAST PART OF MADAGASCAR', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, 2020, p. 988-998. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/MODELISATION_OF_SEA_SURFACE_SALINITY_IN_THE_SOUTH_EAST_PART_OF_MADAGASCAR_ijariie11564.pdf (Accessed : 10 October 2024).
Harvard Juliette SOANAOLY, Theodore TOTOZAFINY, I. Parker RAMAHAZOSOA, and Adolphe A. RATIARISON. (2020) 'MODELISATION OF SEA SURFACE SALINITY IN THE SOUTH-EAST PART OF MADAGASCAR', International Journal Of Advance Research And Innovative Ideas In Education, 6(2), pp. 988-998IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/MODELISATION_OF_SEA_SURFACE_SALINITY_IN_THE_SOUTH_EAST_PART_OF_MADAGASCAR_ijariie11564.pdf (Accessed : 10 October 2024)
IEEE Juliette SOANAOLY, Theodore TOTOZAFINY, I. Parker RAMAHAZOSOA, and Adolphe A. RATIARISON, "MODELISATION OF SEA SURFACE SALINITY IN THE SOUTH-EAST PART OF MADAGASCAR," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, pp. 988-998, Mar-App 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/MODELISATION_OF_SEA_SURFACE_SALINITY_IN_THE_SOUTH_EAST_PART_OF_MADAGASCAR_ijariie11564.pdf [Accessed : 10 October 2024].
Turabian Juliette SOANAOLY, Theodore TOTOZAFINY, I. Parker RAMAHAZOSOA, and Adolphe A. RATIARISON. "MODELISATION OF SEA SURFACE SALINITY IN THE SOUTH-EAST PART OF MADAGASCAR." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 2 (10 October 2024).
Vancouver Juliette SOANAOLY, Theodore TOTOZAFINY, I. Parker RAMAHAZOSOA, and Adolphe A. RATIARISON. MODELISATION OF SEA SURFACE SALINITY IN THE SOUTH-EAST PART OF MADAGASCAR. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 10 October 2024]; 6(2) : 988-998. Available from: https://ijariie.com/AdminUploadPdf/MODELISATION_OF_SEA_SURFACE_SALINITY_IN_THE_SOUTH_EAST_PART_OF_MADAGASCAR_ijariie11564.pdf
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