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: :  Crop and Fertilizer recommenndation system
PaperId: :  21910
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 6 2023
DUI:    16.0415/IJARIIE-21910
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
PRITHVI RAJ LBANNARI AMMAN INSTTUTE OF TECHNOLOGY
RAAGAVENDIREN MBANNARI AMMAN INSTTUTE OF TECHNOLOGY
KALAVANI EBANNARI AMMAN INSTTUTE OF TECHNOLOGY
GOWTHAMAN K S BANNARI AMMAN INSTTUTE OF TECHNOLOGY

Abstract

Agriculture And Artificial Intelligence
Early Risk Assessment, Prompt Action, User-Friendly Interface, Web-app
The impact of climate change in India, most of the agricultural crops are being badly affected in terms of their performance over a period of the last two decades. Predicting the crop yield in advance of its harvest would help the policy makers and farmers for taking appropriate measures for marketing and storage. This project will help the farmers to know the yield of their crop before cultivating onto the agricultural field and thus help them to make the appropriate decisions. The results of the prediction will be made available to the farmer. Thus, for such kinds of data analytics in crop prediction, there are different techniques or algorithms, and with the help of those algorithms we can predict crop yield. Random forest algorithm is used. In India, there are many ways to increase the economic growth in the field of agriculture. Data mining is also useful for predicting crop yield production. Generally, data Mining is the process of analyzing data from various viewpoints and summarizing it into important information. Random forest is the most popular and powerful supervised machine learning algorithm capable of performing both classification and regression tasks, that operate by constructing a multitude of decision trees during training time and generating output of the class that is the mode of the classes (classification) or mean prediction (regression) of the individual trees. Agriculture is the backbone of the Indian economy. In India, agricultural yield primarily depends on weather conditions. Rice cultivation mainly depends on rainfall. Timely advice to predict the future crop productivity and an analysis is to be made in order to help the farmers to maximize the crop production of crops. Yield prediction is an important agricultural problem. In the past farmers used to predict their yield from previous year yield experiences. Thus, for this kind of data analytics in crop prediction, there are different techniques or algorithms, and with the help of those algorithms we can predict crop yield. Random forest algorithm is used. Using all these algorithms and with the help of inter-relation between them, there are a growing range of applications and the role of big data analytics techniques in agriculture. Since the creation of new innovative technologies and techniques The agriculture field is slowly degrading. Due to these inventions, people are concentrated on cultivating artificial products that are hybrid products, where they lead to an unhealthy life.

Citations

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

IJARIIE PRITHVI RAJ L, RAAGAVENDIREN M, KALAVANI E, and GOWTHAMAN K S . "Crop and Fertilizer recommenndation system" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 6 2023 Page 52-58
MLA PRITHVI RAJ L, RAAGAVENDIREN M, KALAVANI E, and GOWTHAMAN K S . "Crop and Fertilizer recommenndation system." International Journal Of Advance Research And Innovative Ideas In Education 9.6(2023) : 52-58.
APA PRITHVI RAJ L, RAAGAVENDIREN M, KALAVANI E, & GOWTHAMAN K S . (2023). Crop and Fertilizer recommenndation system. International Journal Of Advance Research And Innovative Ideas In Education, 9(6), 52-58.
Chicago PRITHVI RAJ L, RAAGAVENDIREN M, KALAVANI E, and GOWTHAMAN K S . "Crop and Fertilizer recommenndation system." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 6 (2023) : 52-58.
Oxford PRITHVI RAJ L, RAAGAVENDIREN M, KALAVANI E, and GOWTHAMAN K S . 'Crop and Fertilizer recommenndation system', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 6, 2023, p. 52-58. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Crop_and_Fertilizer_recommenndation_system_ijariie21910.pdf (Accessed : ).
Harvard PRITHVI RAJ L, RAAGAVENDIREN M, KALAVANI E, and GOWTHAMAN K S . (2023) 'Crop and Fertilizer recommenndation system', International Journal Of Advance Research And Innovative Ideas In Education, 9(6), pp. 52-58IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Crop_and_Fertilizer_recommenndation_system_ijariie21910.pdf (Accessed : )
IEEE PRITHVI RAJ L, RAAGAVENDIREN M, KALAVANI E, and GOWTHAMAN K S , "Crop and Fertilizer recommenndation system," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 6, pp. 52-58, Nov-Dec 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Crop_and_Fertilizer_recommenndation_system_ijariie21910.pdf [Accessed : ].
Turabian PRITHVI RAJ L, RAAGAVENDIREN M, KALAVANI E, and GOWTHAMAN K S . "Crop and Fertilizer recommenndation system." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 6 ().
Vancouver PRITHVI RAJ L, RAAGAVENDIREN M, KALAVANI E, and GOWTHAMAN K S . Crop and Fertilizer recommenndation system. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(6) : 52-58. Available from: https://ijariie.com/AdminUploadPdf/Crop_and_Fertilizer_recommenndation_system_ijariie21910.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
TEACHING WITH AI: LIVED EXPERIENCES, RESPONSIBILITIES, AND CHALLENGES OF TECH-TECHERSEducationJaneth M. Wariza Download
USER’S PERSPECTIVES ON AI- POWERED VIRTUAL ASSISTANT IN EDUCATION AND EVERYDAY LIFEEducational TechnologyRechelle M. Cardines Download
FLAP-AI BIRDArtificial Intelligence and Machine LearningRamya BN Download
AL-Powered healthcare chatbot for personalized medical assistance and wound classificationAI-Powered Healthcare SystemProf. Manjunath N Download
AI-Powered Resume Generation: A Streamlit-Based System Using PyTorch for Intelligent Career ProfilingComputer EngineeringAditi Meshram Download
AI based object color detection and sorting automationRobotics and AutomationBHUVAN THEJASWI T Download
Advanced knowledge on Synthetic Data Generation Using GANs for Medical Imaging ApplicationsArtificial IntelligenceRajeev Ranjan Download
Information on Cognitive AI Assistants for Visually Impaired Navigation SupportComputer ScienceNagaraj.H Download
Speech Emotion AI for Mental Health Monitoring in Call CentersComputer ScienceGowtham Kumar Download
Multi-Agent Reinforcement Learning for Coordinated Drone SwarmsComputer ScienceDeepak Gowda Download
AI-Based Soil Health Monitoring Using Remote Sensing and Deep LearningArtificial IntelligenceChethan Nagraj Download
Dynamic Criminal Network Link Forecasting via Deep Reinforcement LearningDeep LearningSrikant Tayade Download
Virtual Try-On-Enhancing Fashion Exploration for Gen-ZDeep Learning & Generative ModelsAnushka Mane Download
To Develop an EMG-Based Expert System for the Detection of Wrist Flexion and ExtensionArtificial Intelligence and Data ScienceRohit Mehta Download
LUNG CANCER PREDICTION AND DETECTION USING MLCOMPUTER SCIENCE & ENGINEERINGRASHMI T N Download
12