An Innovative Method to Increase Agricultural Productivity using Machine Learning-based Crop Recommendation Systems

M Desai, N Ansari - 2023 Second International Conference on …, 2023 - ieeexplore.ieee.org
A research study was conducted to address the issue of Indian farmers relying on traditional
practices and being highly influenced by weather conditions. This research aimed to assist …

Integrating remote sensing data and efficiently weighted ensemble method for simplified crop yield prediction

BK Osibo, T Ma, MMA Wahab, L Jia… - Journal of Applied …, 2024 - spiedigitallibrary.org
Although crop yield prediction remains challenging due to various influencing factors,
remote sensing data offer a comprehensive view of crop growth dynamics, enabling the …

A Proficient Approach in Crop Recommendation System using Gradient Boosting Machine Technique

KJ Kumar, NPK Reddy, A Vasu… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
The Crop Recommendation System (CRS), a powerful data-driven tool, has revolutionized
farming practices by delivering precise crop recommendations. Decision Trees and Logistic …

IoT-Integrated Machine Learning for Real-Time Soil Nutrient Monitoring and Horticultural Crop Recommendations

A Wahid, JM Parenreng, ADP Alwi… - 2024 IEEE 10th …, 2024 - ieeexplore.ieee.org
Farmers and agricultural newcomers often rely on intuition for plant nutrient management,
leading to inaccuracies. This study presents a real-time soil nutrient monitoring and plant …

AI-Driven Agronomy: Enhancing Crop Yield and Market Profits

K Mourya, S Chandra, NA Reddy… - 2024 4th International …, 2024 - ieeexplore.ieee.org
The agriculture sector plays an important role to the nation's economy, contributing
significantly to GDP and employing a sizable section of the labour force. Nonetheless …

A Comparative Study on Machine Learning Models for a Crop Recommendation System

ST Pongen, B Shakila… - 2024 Third International …, 2024 - ieeexplore.ieee.org
Agriculture contributes significantly in shaping the GDP of a nation. Farming is a crucial
aspect in agricultural nations such as that of India. While numerous technological …

Crop Recommendation System using Supervised Learning Techniques

M Disha, SR Dash, D Mohapatra… - … on Emerging Systems …, 2024 - ieeexplore.ieee.org
Agriculture plays a pivotal role in the economic development of a country. Different agro-
climatic conditions are suitable for different crops. Farmers face a lot of difficulty in deciding …

Integrated Fertilizer Recommendation and Crop Management System for Farmers

M Shanmugapriya, S Saikrishnan… - … on Trends in …, 2023 - ieeexplore.ieee.org
This paper proposes an IoT-based Fertilizer Recommendation system that can send the
data from the soil testing kit directly to the ThingSpeak platform. An application named …