Call for Papers:Vol.11 Issue.3

Submission
Last date		 28-Jun-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGIC
PaperId: :  25319
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 6 2024
DUI:    16.0415/IJARIIE-25319
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RANDRIANARIVELO Eddy FlocaudelDoctoral School of Life Engineering and Modeling
HARY Jeanhigher Institute of Science and Technology of Mahajanga
RANDRIANANDRASANARIVO Raphaëlson JacquesDoctoral School of Life Engineering and Modeling
MAXWELL DjaffardHigher Institute of Science and Technology of Mahajanga

Abstract

climatology
precipitation, multiple linear regression, artificial intelligence, forecasting
Currently, the use of artificial intelligence method for forecasting purposes is still lacking in precipitation forecasting research. In this paper, a fuzzy logic-based model is proposed for annual precipitation forecasting in the northwestern part of Madagascar. Several climatic variables were used to build the models. The method is based on the analysis of the correlation coefficient to evaluate the existing relationship between precipitation, temperature, sea surface temperature (SST), atmospheric pressure, specific humidities at 700 hPa and 850 hPa. The models are developed using the multiple linear regression method. Then, the fuzzy inference system is used for series prediction. The study area is subdivided into three rainfall homogeneous sub-zones. Thus, we obtained three different models. The performance of each of these models is evaluated by the value of the mean absolute deviation. All models showed excellent predictive performance. Finally, fuzzy models show an increase in precipitation in all three study sub-areas.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE RANDRIANARIVELO Eddy Flocaudel, HARY Jean, RANDRIANANDRASANARIVO Raphaëlson Jacques, and MAXWELL Djaffard. "MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGIC" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 6 2024 Page 992-999
MLA RANDRIANARIVELO Eddy Flocaudel, HARY Jean, RANDRIANANDRASANARIVO Raphaëlson Jacques, and MAXWELL Djaffard. "MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGIC." International Journal Of Advance Research And Innovative Ideas In Education 10.6(2024) : 992-999.
APA RANDRIANARIVELO Eddy Flocaudel, HARY Jean, RANDRIANANDRASANARIVO Raphaëlson Jacques, & MAXWELL Djaffard. (2024). MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGIC. International Journal Of Advance Research And Innovative Ideas In Education, 10(6), 992-999.
Chicago RANDRIANARIVELO Eddy Flocaudel, HARY Jean, RANDRIANANDRASANARIVO Raphaëlson Jacques, and MAXWELL Djaffard. "MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGIC." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 6 (2024) : 992-999.
Oxford RANDRIANARIVELO Eddy Flocaudel, HARY Jean, RANDRIANANDRASANARIVO Raphaëlson Jacques, and MAXWELL Djaffard. 'MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGIC', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 6, 2024, p. 992-999. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/MODELING_ANNUAL_PRECIPITATION_AS_A_FUNCTION_OF_CLIMATIC_VARIABLES_BY_FUZZY_LOGIC_ijariie25319.pdf (Accessed : 17 May 2025).
Harvard RANDRIANARIVELO Eddy Flocaudel, HARY Jean, RANDRIANANDRASANARIVO Raphaëlson Jacques, and MAXWELL Djaffard. (2024) 'MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGIC', International Journal Of Advance Research And Innovative Ideas In Education, 10(6), pp. 992-999IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/MODELING_ANNUAL_PRECIPITATION_AS_A_FUNCTION_OF_CLIMATIC_VARIABLES_BY_FUZZY_LOGIC_ijariie25319.pdf (Accessed : 17 May 2025)
IEEE RANDRIANARIVELO Eddy Flocaudel, HARY Jean, RANDRIANANDRASANARIVO Raphaëlson Jacques, and MAXWELL Djaffard, "MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGIC," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 6, pp. 992-999, Nov-Dec 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/MODELING_ANNUAL_PRECIPITATION_AS_A_FUNCTION_OF_CLIMATIC_VARIABLES_BY_FUZZY_LOGIC_ijariie25319.pdf [Accessed : 17 May 2025].
Turabian RANDRIANARIVELO Eddy Flocaudel, HARY Jean, RANDRIANANDRASANARIVO Raphaëlson Jacques, and MAXWELL Djaffard. "MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGIC." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 6 (17 May 2025).
Vancouver RANDRIANARIVELO Eddy Flocaudel, HARY Jean, RANDRIANANDRASANARIVO Raphaëlson Jacques, and MAXWELL Djaffard. MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGIC. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 17 May 2025]; 10(6) : 992-999. Available from: https://ijariie.com/AdminUploadPdf/MODELING_ANNUAL_PRECIPITATION_AS_A_FUNCTION_OF_CLIMATIC_VARIABLES_BY_FUZZY_LOGIC_ijariie25319.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 5/17/2025 6:37:35 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
MODELING ANNUAL PRECIPITATION AS A FUNCTION OF CLIMATIC VARIABLES BY FUZZY LOGICclimatologyRANDRIANARIVELO Eddy Flocaudel Download
PREDICTABILITY OF CYCLOGENESIS IN THE MOZAMBIQUE CHANNEL USING EIGENVALUES OF METEOROLOGICAL VARIABLESClimatologyRANDRIANANDRASANARIVO Raphaëlson Jacques Download
REGIONALIZATION OF PRICIPITATION DATA IN THE SOFIA REGION-MADAGASCARclimatologyJAKELY Vertu Download
THE INFLUENCE OF ENSO AND QBO ON CYCLOGENESIS IN THE MOZAMBIQUE CHANNELClimatologyRANDRIANANDRASANARIVO Raphaëlson Jacques Download
COMPARATIVE STUDY OF TIDAL DYNAMICS ON THE COASTS OF MADAGASCAROCEANOGRAPHYJOHANESA Fernand Download
INFLUENCE OF THE ENSO PHENOMENON ON PRECIPITATION IN THE NORTH-WESTERN PART OF MADAGASCARclimatologyRANDRIANARIVELO Eddy Flocaudel Download
Study of the behavior of climatic variables causing drought in the southwest part of MadagascarclimatologyHANTA Tina Download
A Comprehensive Review on Carbon Capture, Utilization, and Storage (CCUS)Environmental EngineeringPrateek Kumar Tiwari Download
CLIMATE CHANGE MITIGATION POTENTIAL OF REDUCING FOOD WASTAGE IN CLASSIFIED STAR HOTELS IN NAIROBI CITY COUNTY, KENYAENVIRONMENTAL SCIENCEEmmanuel Kwabena Owusu Download
FORECAST OF THE RAINY SEASON BY ARTIFICIAL NEURON NETWORKSClimatologyRAMIANDRA Aina Clarc Download
CO2 EMISSION PREDICTION USING MACHINE LEARNINGComputer ApplicationP Jeevanasai Download
Climate Change Impact , Human Rights, and Social Justice-An AppraisalClimate Anand Solomon Download
Contribution to the study of the Impacts of climate change on the agricultural sector and its adaptation strategies in Forest GuineaclimateMamadi DIAKITE Download
Study of the variation of the rainy season and the evolution of the quantity of rainfall in the extreme north region of MadagascarclimatologyRAMIANDRA Aina Clarc Download
Legal Study on Alternative Use of Environmental Dispute Settlement with Mediation Ngerong River Pollution in Gempol Pasuruan, IndonesiaPollution Elpina Download
12