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Application of Artificial Neural Networks in Weather Forecasting: A Comprehensive Literature Review

by Gyanesh Shrivastava, Sanjeev Karmakar, Manoj Kumar Kowar, Pulak Guhathakurta
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 51 - Number 18
Year of Publication: 2012
Authors: Gyanesh Shrivastava, Sanjeev Karmakar, Manoj Kumar Kowar, Pulak Guhathakurta
10.5120/8142-1867

Gyanesh Shrivastava, Sanjeev Karmakar, Manoj Kumar Kowar, Pulak Guhathakurta . Application of Artificial Neural Networks in Weather Forecasting: A Comprehensive Literature Review. International Journal of Computer Applications. 51, 18 ( August 2012), 17-29. DOI=10.5120/8142-1867

@article{ 10.5120/8142-1867,
author = { Gyanesh Shrivastava, Sanjeev Karmakar, Manoj Kumar Kowar, Pulak Guhathakurta },
title = { Application of Artificial Neural Networks in Weather Forecasting: A Comprehensive Literature Review },
journal = { International Journal of Computer Applications },
issue_date = { August 2012 },
volume = { 51 },
number = { 18 },
month = { August },
year = { 2012 },
issn = { 0975-8887 },
pages = { 17-29 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume51/number18/8142-1867/ },
doi = { 10.5120/8142-1867 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:50:43.536265+05:30
%A Gyanesh Shrivastava
%A Sanjeev Karmakar
%A Manoj Kumar Kowar
%A Pulak Guhathakurta
%T Application of Artificial Neural Networks in Weather Forecasting: A Comprehensive Literature Review
%J International Journal of Computer Applications
%@ 0975-8887
%V 51
%N 18
%P 17-29
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

To recognize application of Artificial Neural Networks (ANNs) in weather forecasting, especially in rainfall forecasting a comprehensive literature review from 1923 to 2012 is done and presented in this paper. And it is found that architectures of ANN such as BPN, RBFN is best established to be forecast chaotic behavior and have efficient enough to forecast monsoon rainfall as well as other weather parameter prediction phenomenon over the smaller geographical region.

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Index Terms

Computer Science
Information Sciences

Keywords

ANN BPN Back-propagation RBF Rainfall Forecasting

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