SMART AGRICULTURE SYSTEM USING IOT AND MACHINE LEARNING

Registration ID: IJNRD_190323

Published ID: IJNRD2304127

: Click Here to Get

G Mahesh, Thoutu Varshith, Tirumala Gautam, Vadla pramod

Microcontroller, ESP8266, ESP32 CAM, Crop Recommendation, Relay, Motor, IR sensor

The farming of agriculture has started past 12000 years back, Neolithic age gave birth to civilization, Farming than later begin continued as traditional farming practices. India begins an agrarian’s country is dependent on rains, soil dampness and environmental challenges. Our farmers upgrading to modern state of agriculture technology in cultivation. Globally the IoT systems has contributed its application in many fields and proven to be successful. It is the time that all Indian farmers need to be introduced to Smart Agriculture systems for higher crop yield. The productivity with compilation of data from sensors, actuators and modern electronic gadgets the farmers can monitor agriculture fields, with the use of ESP-32 camera module. Smart Agriculture can switch ON/OFF the pump motor acknowledging the moisture levels, buzz the buzzer and notify the farmer in the case of any pest near the crop, with the help of sensors which are interfaced to process module Arduino-Uno. It can also predict which crop is suitable to grow in a particular area by considering the different soil compositions of that particular area. In our proof of the concept of such a prediction model we have used K-NN algorithm. The Smart Agriculture system can be operated from anywhere with the help of network technology. A Microcontroller has been used as for ensuring low-cost and small size of the system.

Published Paper   E-Certificate

G Mahesh, Thoutu Varshith, Tirumala Gautam, & Vadla pramod (April-2023). SMART AGRICULTURE SYSTEM USING IOT AND MACHINE LEARNING. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(4), b232-b236. https://ijnrd.org/papers/IJNRD2304127.pdf

Volume 8 Issue 4, April-2023

Pages : b232-b236

Paper Reg. ID: IJNRD_190323

Published Paper Id: IJNRD2304127

Downloads: 000122254

Research Area: Electronics & Communication Engg. 

Author Type: Indian Author

Country: Hyderabad, Andhra Pradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2304127.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2304127

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

UGC CARE JOURNAL PUBLICATION | ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG

© 2025 — Authors hold the copyright of this article. This work is licensed under a Creative Commons Attribution 4.0 International License. and The Open Definition.

You are free to share, adapt, and redistribute the material, provided proper credit is given to the original author. 🛡️ Disclaimer: The content, data, and findings in this article are based on the authors’ research and have been peer-reviewed for academic purposes only. Readers are advised to verify all information before practical or commercial use. The journal and its editorial board are not liable for any errors, losses, or consequences arising from its use.

Call For Paper - Volume 10 | Issue 12 | December 2025

IJNRD is a Scholarly Open Access, Peer-Reviewed, Refereed, and UGC CARE Journal Publication with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost, and Transparent Peer Review Journal Publication that adheres to the UGC CARE 2025 Peer-Reviewed Journal Policy and aligns with Scopus Journal Publication standards to ensure the highest level of research quality and credibility.

IJNRD offers comprehensive Journal Publication Services including indexing in all major databases and metadata repositories, Digital Object Identifier (Crossref DOI) assignment for each published article with additional fees, citation generation tools, and full Open Access visibility to enhance global research reach and citation impact.

The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse academic and professional fields. The journal promotes global knowledge exchange among researchers, developers, academicians, engineers, and practitioners, serving as a trusted platform for innovative, peer-reviewed journal publication and scientific collaboration.

Indexing Coverage: Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many other recognized academic repositories.

How to submit the paper?

By Our website

Click Here to Submit Paper Online

By Mail

Send your paper to editor@ijnrd.org

You can now publish your research in IJNRD. IJNRD is a Transparent Peer-Reviewed Open Access Journal Publication (Refereed Journal), aligning with New UGC and UGC CARE recommendations.

For more details, refer to the official notice: UGC Public Notice

Submit Paper Online

Important Dates for Current issue

Paper Submission Open For: December 2025

Current Issue: Volume 10 | Issue 12 | December 2025

Impact Factor: 8.76

Last Date for Paper Submission: Till 31-Dec-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: IJNRD is an International Peer-reviewed, Refereed, and Open Access Journal with Transparent Peer Review as per the new UGC CARE 2025 guidelines, offering low-cost multidisciplinary publication with Crossref DOI and global indexing.

Subject Category: Research Area

Call for Paper: More Details

Approval, Licenses and Indexing: More Details