Crop Yield Prediction And Efficient Use Of Fertilizers

Srushti H N; Sneha B R; Sushmitha V; Srushty; Dr. Sumithra Devi K A

Crop Yield Prediction And Efficient Use Of Fertilizers

March 2021

Vol-7, Issue-2

Paper ID: 13864

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

Random forest algorithm Backpropagation algorithm Prediction Agriculture.

Abstract

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.

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Author Information

#	Name	Institute / Affiliation
1	Srushti H N	Dayananda Sagar Academy Of Technology And Management
2	Sneha B R	Dayananda Sagar Academy Of Technology And Management
3	Sushmitha V	Dayananda Sagar Academy Of Technology And Management
4	Srushty	Dayananda Sagar Academy Of Technology And Management
5	Dr. Sumithra Devi K A	Dayananda Sagar Academy Of Technology And Management

How to Cite

Use the following formats to cite this article in your research.

APA Style

N, Srushti H, R, Sneha B, V, Sushmitha, Srushty, & A, Dr. Sumithra Devi K (2021). Crop Yield Prediction And Efficient Use Of Fertilizers. International Journal of Advance Research and Innovative Ideas In Education, 7(2), 458-464.

MLA Style

N, Srushti H, et al. "Crop Yield Prediction And Efficient Use Of Fertilizers." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 2, 2021, pp. 458-464.

IEEE Style

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, 2021.

Vancouver Style

N Srushti H, R Sneha B, V Sushmitha, Srushty, A Dr. Sumithra Devi K. Crop Yield Prediction And Efficient Use Of Fertilizers. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(2):458-464.

Harvard Style

N, Srushti H, R, Sneha B, V, Sushmitha, Srushty, & A, Dr. Sumithra Devi K (2021) 'Crop Yield Prediction And Efficient Use Of Fertilizers', International Journal of Advance Research and Innovative Ideas In Education, 7(2), pp. 458-464.

Chicago Style

N, Srushti H, et al. "Crop Yield Prediction And Efficient Use Of Fertilizers." International Journal of Advance Research and Innovative Ideas In Education 7, no. 2 (2021): 458-464.

Turabian Style

N, Srushti H, et al. "Crop Yield Prediction And Efficient Use Of Fertilizers." International Journal of Advance Research and Innovative Ideas In Education 7, no. 2 (2021): 458-464.