Call for Papers:Vol.9 Issue.2

Submission
Last date		 30-Apr-2023
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-9,Issue-2. 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 Recommendation using AI
PaperId: :  19386
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19386
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sri Rakshitha A KBannari Amman Institute Of Technology
Shiva Pranav SBannari Amman Institute Of Technology

Abstract

Artificial Intelligence
Machine Learning, random-forest, SVM, K-nearest neighbor algorithm, Web application
Instead of cultivating different types in different seasons, farmers produce the same crop every season. They also apply more fertilizer without knowing its exact composition or dosage. In order to describe the best crop to produce and the fertilizer to seed based on soil and weather circumstances, we developed a recommendation model based on machine learning. Therefore, using our technique allows farmers to grow fresh crops in various seasons while making a better profit and preventing soil contamination. Analyze the different factors that are associated, such as the location and the pH level used to calculate the soil's alkalinity. The use of third-party apps like APIs for weather and temperature, soil type, soil nutritional content, degree of rainfall in that zone, and soil composition is combined with the usage of location. Percentages of nutrients like Nitrogen (N), Phosphorous (P), and Potassium (K) are also used. All of these characteristics of the data will be examined while building a model by using several acceptable machine learning techniques on the data. The system includes a model to provide the end user with accurate suggestions about the appropriate fertilizer ratio based on atmospheric and soil data of the field, which enhance crop production and raise farmer income.

Citations

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

IJARIIE Sri Rakshitha A K, and Shiva Pranav S. "Crop and Fertilizer Recommendation using AI" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 351-358
MLA Sri Rakshitha A K, and Shiva Pranav S. "Crop and Fertilizer Recommendation using AI." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 351-358.
APA Sri Rakshitha A K, & Shiva Pranav S. (2023). Crop and Fertilizer Recommendation using AI. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 351-358.
Chicago Sri Rakshitha A K, and Shiva Pranav S. "Crop and Fertilizer Recommendation using AI." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 351-358.
Oxford Sri Rakshitha A K, and Shiva Pranav S. 'Crop and Fertilizer Recommendation using AI', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 351-358. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Crop_and_Fertilizer_Recommendation_using_AI_ijariie19386.pdf (Accessed : 17 March 2023).
Harvard Sri Rakshitha A K, and Shiva Pranav S. (2023) 'Crop and Fertilizer Recommendation using AI', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 351-358IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Crop_and_Fertilizer_Recommendation_using_AI_ijariie19386.pdf (Accessed : 17 March 2023)
IEEE Sri Rakshitha A K, and Shiva Pranav S, "Crop and Fertilizer Recommendation using AI," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 351-358, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Crop_and_Fertilizer_Recommendation_using_AI_ijariie19386.pdf [Accessed : 17 March 2023].
Turabian Sri Rakshitha A K, and Shiva Pranav S. "Crop and Fertilizer Recommendation using AI." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 (17 March 2023).
Vancouver Sri Rakshitha A K, and Shiva Pranav S. Crop and Fertilizer Recommendation using AI. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 17 March 2023]; 9(2) : 351-358. Available from: https://ijariie.com/AdminUploadPdf/Crop_and_Fertilizer_Recommendation_using_AI_ijariie19386.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 3/17/2023 11:50:39 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Crop and Fertilizer Recommendation using AIArtificial IntelligenceSri Rakshitha A K Download
AI Based Chatbot to Answer FAQsArtificial Intelligence and Machine LearningArfa Tazmeen Download
Waste Management in Smart CitiesInformation Science EngineeringThrupthi S Download
Consumer Approach to AI Driven Sentiment Analyzer: A Literature ReviewComputer Science EngineeringKavya P Download
Sentimental Analysiscomputer science engineeringSmita Surendra Patil Download
Analytical Survey on Conversational AI for Therapeutic SessionsComputer EngineeringSiddharth Biju Download
AI & IOT enabled Eco-Friendly Proactive GRS System for People Sustainable Health Management (Smart City)computer engineeringNIDDARA TRIVENI Download
AI-enabled Face Live Tracking Attendance Systemcomputer engineeringDADI RAVI VARMA Download
Photovoltaic Power Prediction With Short Term Boost Converter Using Backpropagation Artificial Neural NetworksElectrical EngineeringBagus Tri Kuncoro, S.T Download
A SURVEY ON FACIAL EMOTION DETECTION SYSTEM USING CONVOLUTION NEURAL NETWORKSComputer SciencePrachi Dubey Download
Solar irradiation forecasting using ProphetMachine Learning Todizara ANDRIANAJAINA Download
Intelligent Security System for TravellingComputer ScienceAkhand Pratap Shahi Download
Improved LBP algorithm using image processing and Viola-JonesComputer scienceYash kulkarni Download
Deep learning applications and challenges in big data analyticsComputer EngineeringDhruva Download
Prognosis Of Stock Rate using Machine Learning TechniquesInformation TechnologyKavinila Anbuchezhian Download
12