Crop and Fertilizer Recommendation System

Registration ID: IJNRD_189197

Published ID: IJNRD2303270

DOI: Click Here to Get

N.V.S.S.POORNIMA , Dr. P.HIMA KEERTHI , K.TEJA SRI SAI , P.AKHILA , P.S.L.N.SAI SIREESHA

Crop recommendation, Fertilizer recommendation, Machine Learning, Python, Pillow, Flask

Crop recommendation and fertilizer recommendation are key components of modern agriculture that are crucial for improving crop yield, soil fertility, and sustainability. In this study, we reviewed the existing strategies for crop and fertilizer recommendations, as well as the challenges faced in implementing these recommendations. We also examined recent advances in crop and fertilizer management techniques, including precision agriculture, integrated pest management, and soil health management. Precision agriculture involves the use of technology to optimize crop production, such as sensors and mapping tools that help farmers identify areas of the field that need more or less fertilizer or irrigation. Integrated pest management involves using multiple approaches, such as crop rotation and biological controls, to manage pests and minimize the use of pesticides. Soil health management focuses on improving soil quality through practices such as cover cropping and reduced tillage, which can lead to better crop yields and soil health over the long term. But now-a-days, food production and prediction is getting depleted due to unnatural climatic changes, which will adversely affect the economy of farmers by getting a poor yield and also help the farmers to remain less familiar in forecasting the future crops for this project we use 5 different algorithms they are XG Boost, Decision Tree, AdaBoost, Support vector machine and Random Forest Apart from these algorithms Decision Tree algorithms gives better accuracy compared to remaining algorithms.

Published Paper   E-Certificate

N.V.S.S.POORNIMA, Dr. P.HIMA KEERTHI, K.TEJA SRI SAI, P.AKHILA, & P.S.L.N.SAI SIREESHA (March-2023). Crop and Fertilizer Recommendation System. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(3), c627-c632. https://ijnrd.org/papers/IJNRD2303270.pdf

Volume 8 Issue 3, March-2023

Pages : c627-c632

Paper Reg. ID: IJNRD_189197

Published Paper Id: IJNRD2303270

Downloads: 000121995

Research Area: Computer Science & Technology 

Country: Visakhapatnam, Andhra Pradesh, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2303270.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2303270

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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