Analysis of crop prediction models using data analytics and ML techniques: a review

SD Shingade, RP Mudhalwadkar - Multimedia Tools and Applications, 2024 - Springer
One of the essential fields contributing to a nation's development is Agriculture. An efficient
recommendation of crops is essential for strategic plan determination in the agricultural …

Effectiveness of Crop Recommendation and Yield Prediction using Hybrid Moth Flame Optimization with Machine Learning

SR Gopi, M Karthikeyan - Engineering, Technology & Applied Science …, 2023 - etasr.com
Agriculture is the main source of income, food, employment, and livelihood for most rural
people in India. Several crops can be destroyed yearly due to a lack of technical skills and …

Precision Agriculture Revolution: Enhancing Crop Recommendations with Machine Learning Algorithms for Optimal Yield and Environmental Sustainability

S Begum, AV Gadagkar… - 2024 Second International …, 2024 - ieeexplore.ieee.org
Crop recommendation systems based on machine learning are becoming more and more
widespread in precision agriculture. Using a variety of machine learning algorithms, these …

Crop recommender system

SS Samhith, TV Rajinikanth, B Kavya… - … Intelligence in Machine …, 2022 - Springer
Agriculture is the important aspect in terms of existence and livelihood of humans, as it has
become a necessary and crucial factor in our daily life; evolution of farming techniques is …

[PDF][PDF] Assessing Agricultural Land and Determining Crop Suitability for Optimum Yield using Machine Learning Approach

AH KOIRANGA, YM Malgwi, M HAMIDU - iiardjournals.org
Abstract Machine Learning has developed rapidly and increasingly becoming significant in
agricultural domain as there is need of efficient logical practice for detecting new and …

[PDF][PDF] Study of Revolutionary use of Machine Learning and IoT based Model in Agricultural Sector: A Review

Y Kharde, S Mahajan, C Galande, R Gondkar, S Talole - academia.edu
In traditional ways, understanding the situation of the crop is not that much easy to detect
and prevent the diseases in the crop. The availability of skill full farmers and manpower is …