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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: July 2026
Volume 11 | Issue 7
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 122
Article Submitted : 25323
Article Published : 9497
Total Authors : 25208
Total Reviewer : 873
Total Countries : 172
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| Paper Title: | SMART CROP ADVISORY SYSTEM |
| Authors Name: | Dr.M.Duraipandian , GOWTHAM ARASU.S , RANJANI.M , SOWNDHARRAJAN.A , TARUN KUMAR.S |
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IJRTI_213770
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| Published Paper Id: | IJRTI2607020 |
| Published In: | Volume 11 Issue 7, July-2026 |
| DOI: | |
| Abstract: | Agriculture is a field that is highly impacted by changing weather conditions, rising costs, and inadequate guidance for farmers. The Smart Crop Advisory System is a web application created using AI technology to provide intelligent crop advisory services. The application predicts crop yields, suggests appropriate fertilizers, and detects pest and disease risks using machine learning algorithms such as XGBoost. Furthermore, the application has a component for the community-based equipment rental market, which is helpful for small-scale farmers. It also has a component for providing information about government subsidy schemes, which is helpful in creating financial awareness among people. The application is built using FastAPI, which is helpful in efficient API integration. The application is also validated using real-world data, making it accurate and reliable. The application is helpful in sustainable farming, reducing costs, and maximizing crop yields. |
| Keywords: | Smart Agriculture, Crop Yield Prediction, Fertilizer Recommendation, Pest Detection, Machine Learning, XGBoost, FastAPI, Equipment Rental, Government Subsidy, Sustainable Farming. |
| Cite Article: | "SMART CROP ADVISORY SYSTEM", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.11, Issue 7, page no.a187-a193, July-2026, Available :http://www.ijrti.org/papers/IJRTI2607020.pdf |
| Downloads: | 00053 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2607020
Registration ID:213770
Published In: Volume 11 Issue 7, July-2026
DOI (Digital Object Identifier):
Page No: a187-a193 Country: Thanjavur District, Tamil Nadu, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2607020 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2607020 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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