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Title: :  Crop Yield Prediction And Efficient Use Of Fertilizers
PaperId: :  13864
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 2 2021
DUI:    16.0415/IJARIIE-13864
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Srushti H NDayananda Sagar Academy Of Technology And Management
Sneha B RDayananda Sagar Academy Of Technology And Management
Sushmitha VDayananda Sagar Academy Of Technology And Management
SrushtyDayananda Sagar Academy Of Technology And Management
Dr. Sumithra Devi K ADayananda Sagar Academy Of Technology And Management

Abstract

Computer Engineering
Random forest algorithm, Backpropagation algorithm, Prediction, Agriculture.
As u all know that India being an agriculture country we need to concentrate on formers problem and also India being highly populated country we need to protect the food resources. In agriculture, yield prediction is very important thing. Formers are facing so many problems on prediction of yield, and they are loosing their interest on agriculture. So to predict the yield of the crop analyzing the attributes such as location, ph value, nutrients of the soil, nitrogen(N), Phosphorous(P),Potassium(K), soil type, by using the help of APIS for weather and temperature, nutrients merit of soil in that region ,amount of rainfall in the particular region. Using all these attributes, we train the data with various machine learning algorithm, deliver the end users with the appropriate information. The system comes with the accuracy in yield prediction and the amount of fertilizers to be added which enhances the crop yield and increase formers revenue.

Citations

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IJARIIE Srushti H N, Sneha B R, Sushmitha V, Srushty, and Dr. Sumithra Devi K A. "Crop Yield Prediction And Efficient Use Of Fertilizers" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 2 2021 Page 458-464
MLA Srushti H N, Sneha B R, Sushmitha V, Srushty, and Dr. Sumithra Devi K A. "Crop Yield Prediction And Efficient Use Of Fertilizers." International Journal Of Advance Research And Innovative Ideas In Education 7.2(2021) : 458-464.
APA Srushti H N, Sneha B R, Sushmitha V, Srushty, & Dr. Sumithra Devi K A. (2021). Crop Yield Prediction And Efficient Use Of Fertilizers. International Journal Of Advance Research And Innovative Ideas In Education, 7(2), 458-464.
Chicago Srushti H N, Sneha B R, Sushmitha V, Srushty, and Dr. Sumithra Devi K A. "Crop Yield Prediction And Efficient Use Of Fertilizers." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 2 (2021) : 458-464.
Oxford Srushti H N, Sneha B R, Sushmitha V, Srushty, and Dr. Sumithra Devi K A. 'Crop Yield Prediction And Efficient Use Of Fertilizers', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, 2021, p. 458-464. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Crop_Yield_Prediction_And_Efficient_Use_Of_Fertilizers_ijariie13864.pdf (Accessed : ).
Harvard Srushti H N, Sneha B R, Sushmitha V, Srushty, and Dr. Sumithra Devi K A. (2021) 'Crop Yield Prediction And Efficient Use Of Fertilizers', International Journal Of Advance Research And Innovative Ideas In Education, 7(2), pp. 458-464IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Crop_Yield_Prediction_And_Efficient_Use_Of_Fertilizers_ijariie13864.pdf (Accessed : )
IEEE Srushti H N, Sneha B R, Sushmitha V, Srushty, and Dr. Sumithra Devi K A, "Crop Yield Prediction And Efficient Use Of Fertilizers," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 2, pp. 458-464, Mar-App 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Crop_Yield_Prediction_And_Efficient_Use_Of_Fertilizers_ijariie13864.pdf [Accessed : ].
Turabian Srushti H N, Sneha B R, Sushmitha V, Srushty, and Dr. Sumithra Devi K A. "Crop Yield Prediction And Efficient Use Of Fertilizers." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 2 ().
Vancouver Srushti H N, Sneha B R, Sushmitha V, Srushty, and Dr. Sumithra Devi K A. Crop Yield Prediction And Efficient Use Of Fertilizers. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(2) : 458-464. Available from: https://ijariie.com/AdminUploadPdf/Crop_Yield_Prediction_And_Efficient_Use_Of_Fertilizers_ijariie13864.pdf
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