Important Details
IJCRT - International Peer Reviewed, Open Access Journal, Multidisciplinary, Monthly, Nominal(Low) Fees for Professional Research Services International Journal of Creative Research Thoughts - IJCRT Peer Review Journal, Refereed Journal, Peer Reviewed Journal , Referred Journal and Indexed Journal, Open access, Online and Print Journal,international Journal Open Access, Accepted by Indian and foreign university ,IJCRT Followed Norms, guidelines, requirement, listing criteria and methodology of score/point also applied from: Scopus , Web of Science , UGC Approved , UGC CARE, UGC-CARE .
UGC Approved Journal No: 49023 (18)
UGC approval Link
https://ijcrt.org/ugc%20approval.jpg
All Policy and Approval
Please Like Our Facebook Page | CrossRef DOI and Hard copy of Certificate Provide if required. | www.IJCRT.org | editor@IJCRT.org | WhatsApp: 7990172303
Publication Details:
- Paper Submission : 31-Dec-2025. Call For Paper (Volume 13 | Issue 12 | Month- December 2025)
- Acceptance/Rejection Notification: Within 02-04 Days.
- Paper Publish: Within 02-04 Days after submitting all documents.
-
Submit Your Paper Any time There No deadline.
-
Publication fees : 1570 INR for Indian author & 59$ for foreign International author.
Please Like Our Facebook Page | CrossRef DOI and Hard copy of Certificate Provide if required.
Licence and Indexing
Indexing In Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar | AI-Powered Research Tool, Microsoft Academic, Academia.edu, arXiv.org, Research Gate, CiteSeerX, ResearcherID Thomson Reuters, Mendeley : reference manager, DocStoc, ISSUU, Scribd, and many more | High Impact Factor: 7.97 | Digital object identifier (DOI) and Hard Copy of certificate Provided.
Licence
DOI
ISSN Approved impact factor: 7.97 
Creative Common 
Valid as per new UGC Gazette regulations 
INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
International Peer Reviewed & Refereed Journals, Open Access Journal
IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.
ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 13 | Issue 12 | Month- December 2025
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)
Contact Us Click Here
WhatsApp Contact Click Here
Published Paper Details:
Paper Title
Accurate Rainfall Prediction and Preparedness by using Machine Learning Approaches
Authors
Mr. S S Dinesh Naik, Smt M. Prashanthi
Keywords
Naive Bayes, Decision Trees, SVM, Logistic Regression, ANN, and LSTM enhance rainfall prediction through machine learning.
Abstract
Accurate rainfall prediction is crucial for effective disaster preparedness and resource management. This study explores the application of machine learning techniques to predict rainfall using historical meteorological data. We employ various algorithms, including Naive Bayes, Support Vector Machines (SVM), Decision Trees, Logistic Regression, Long Short-Term Memory (LSTM), Random Forest, Extreme Gradient Boosting (XGBoost), and Artificial Neural Networks (ANN). The dataset, sourced from Kaggle, includes features such as temperature, humidity, wind speed, and atmospheric pressure. Preprocessing steps, including handling missing data, feature selection, and data normalization, are applied to enhance model performance. The results demonstrate the effectiveness of machine learning in improving rainfall prediction accuracy, with implications for better disaster management and agricultural planning.
IJCRT's Publication Details
Unique Identification Number - IJCRT25A1160
Paper ID - 297573
Page Number(s) - i875-i880
Pubished in - Volume 13 | Issue 11 | November 2025
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Mr. S S Dinesh Naik, Smt M. Prashanthi, "Accurate Rainfall Prediction and Preparedness by using Machine Learning Approaches", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 11, pp.i875-i880, November 2025, Available at :http://www.ijcrt.org/papers/IJCRT25A1160.pdf
Article Preview
Indexing Partners
Call For Paper December 2025
Call For Papers
December 2025
Volume 13 | Issue 12
Last Date :
31-Dec-2025
Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
December 2025
Volume 13 | Issue 12
Last Date :
31-Dec-2025
Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
Published Issue Details
For Authors
Forms / Downloads
Other IMP Links
Indexing Partner
Research Area
LICENSE
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
DOI Details
CONFERENCE
CONFERENCE MANAGMENT & PUBLICATION CONFERENCE PROPOSAL
RECENT CONFERENCE
CONFERENCE PROPOSAL CONFERENCE PROCEEDINGS
CONFERENCE PROPOSAL CONFERENCE PROCEEDINGS
For Reviewer /Referral (RMS) Earn 500 per paper
Important Links
NEWS & Conference
Digital Library
IJCRT RMS | Earn 500 Per Paper.
Open Access
LICENSE
Indexing Partner
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
