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Title: :  Crop Yield Prediction And Efficient Use Of Fertilizer.
PaperId: :  14608
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 3 2021
DUI:    16.0415/IJARIIE-14608
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Srushti H NDayanand sagar academy of technology and management.
SrushtyDayanand sagar academy of technology and management.
Sneha B RDayanand sagar academy of technology and management.
Sushmitha VDayanand sagar academy of technology and management.
Dr. Sumithra Devi K ADayanand sagar academy of technology and management.

Abstract

Computer Engineering
Crop yield prediction, Fertilizer Prediction, Random forest algorithm, Back propagation, Linear regression, KNN regression, Decision tree regression.
As we all know that India being an agricultural country it predominantly depends on the growth in agriculture field and also the agro-industry products. The emerging research field in analyzing the crop yield by the Data mining technique and has helped the sector growth drastically. In the recent years farmers are interested in knowing the yield that he/she is about to expect. As a result we analyze the various related attributes such as state name, district name, crop year, season, crop name, soil moisture, humidity, temperature and area, along with it, the percentage of nutrients like Nitrogen (N), Phosphorous (P), and Potassium (K) are considered. Later all the above attributes are analyzed and then trained using various machine learning algorithm such as Random forest regression algorithm for creating the model. Finally the model is to be precise and accurate in predicting the yield to be expected for the particular crop grown and also the fertilizers to be added to the crops to enhance the crop yield and increase the farmers’ revenue.

Citations

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IJARIIE Srushti H N, Srushty, Sneha B R, Sushmitha V, and Dr. Sumithra Devi K A. "Crop Yield Prediction And Efficient Use Of Fertilizer." International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 3 2021 Page 2686-2694
MLA Srushti H N, Srushty, Sneha B R, Sushmitha V, and Dr. Sumithra Devi K A. "Crop Yield Prediction And Efficient Use Of Fertilizer.." International Journal Of Advance Research And Innovative Ideas In Education 7.3(2021) : 2686-2694.
APA Srushti H N, Srushty, Sneha B R, Sushmitha V, & Dr. Sumithra Devi K A. (2021). Crop Yield Prediction And Efficient Use Of Fertilizer.. International Journal Of Advance Research And Innovative Ideas In Education, 7(3), 2686-2694.
Chicago Srushti H N, Srushty, Sneha B R, Sushmitha V, and Dr. Sumithra Devi K A. "Crop Yield Prediction And Efficient Use Of Fertilizer.." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 3 (2021) : 2686-2694.
Oxford Srushti H N, Srushty, Sneha B R, Sushmitha V, and Dr. Sumithra Devi K A. 'Crop Yield Prediction And Efficient Use Of Fertilizer.', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, 2021, p. 2686-2694. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Crop_Yield_Prediction_And_Efficient_Use_Of_Fertilizer__ijariie14608.pdf (Accessed : ).
Harvard Srushti H N, Srushty, Sneha B R, Sushmitha V, and Dr. Sumithra Devi K A. (2021) 'Crop Yield Prediction And Efficient Use Of Fertilizer.', International Journal Of Advance Research And Innovative Ideas In Education, 7(3), pp. 2686-2694IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Crop_Yield_Prediction_And_Efficient_Use_Of_Fertilizer__ijariie14608.pdf (Accessed : )
IEEE Srushti H N, Srushty, Sneha B R, Sushmitha V, and Dr. Sumithra Devi K A, "Crop Yield Prediction And Efficient Use Of Fertilizer.," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 3, pp. 2686-2694, May-Jun 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Crop_Yield_Prediction_And_Efficient_Use_Of_Fertilizer__ijariie14608.pdf [Accessed : ].
Turabian Srushti H N, Srushty, Sneha B R, Sushmitha V, and Dr. Sumithra Devi K A. "Crop Yield Prediction And Efficient Use Of Fertilizer.." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 3 ().
Vancouver Srushti H N, Srushty, Sneha B R, Sushmitha V, and Dr. Sumithra Devi K A. Crop Yield Prediction And Efficient Use Of Fertilizer.. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(3) : 2686-2694. Available from: https://ijariie.com/AdminUploadPdf/Crop_Yield_Prediction_And_Efficient_Use_Of_Fertilizer__ijariie14608.pdf
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