Crop Yield Prediction Using Machine Learning Approaches

D Bhagat, S Shah, RK Gupta - International Conference on Machine …, 2023 - Springer
Crop yield prediction plays an essential role in agricultural planning and decision-making.
The present research offers a comprehensive study into the use of machine learning …

Machine Learning Approaches for Crop Yield Prediction-Review

A Bala - International Journal of Computer Engineering and …, 2020 - papers.ssrn.com
The agriculture is one of the factors in the growth of economy of our country. As changes in
environment, it has a great impact on production and maintenance of agriculture crops …

An efficient crop yield prediction using machine learning

MA Manivasagam, P Sumalatha, A Likitha… - … Journal of Research …, 2022 - journal.ijresm.com
In normal, agriculture plays a vital role in the Indian economy and agriculture is the spine of
India. In India most of the occupation is agriculture. Farmers always try to cultivate the same …

[PDF][PDF] Agriculture crop prediction using machine learning algorithms

NP Ganapathi, K Sudarshan, A Bhatta - International Journal of …, 2020 - ijresm.com
India is generally an agricultural country. Agriculture is the single most important provider to
the Indian economy. Agriculture crop production depends on the season, organic, and …

An Intelligent Decision Support System for Crop Yield Prediction Using Machine Learning and Deep Learning Algorithms

M Bibi, SU Rehman, K Mahmood… - Proceedings of the …, 2023 - ppaspk.org
Agriculture is crucial to economic growth and development. Crop yield forecasting is critical
for food production which includes vegetables, fruits, flowers, and cattle. Artificial Intelligence …

Study on machine learning techniques used for agricultural yield estimation

CM Manasa, B Prince, N Pavithra - 2022 4th International …, 2022 - ieeexplore.ieee.org
This paper presents the various crop yield prediction algorithms using machine learning
techniques. In the Indian economy, agriculture plays an important role and it is the most …

Review of Machine learning models for Crop Yield Prediction

T Aravind - Proceedings of the First International Conference on …, 2021 - eudl.eu
Agriculture is not only a necessary component of human life, but it is also one of India's most
important sources of employment. Agriculture employs more than half of our country's …

Crop Yield Prediction in India Using Machine Learning Model

A Kumar, TK Sharma, OP Verma - … on MAchine inTelligence for Research & …, 2023 - Springer
The advancement of the global economy is greatly influenced by the agricultural sector.
Agricultural production comprises one of India's major industrial sectors, and economic …

A review of crop yield prediction strategies based on machine learning and deep learning

RS Renju, PS Deepthi, MT Chitra - … International Conference on …, 2022 - ieeexplore.ieee.org
Crop yield prediction is critical for solving increasing food security concerns, especially in
the current climate change situation. Accurate forecasts will aid farmers in making financial …

An Efficient Crop Yield Prediction System Using Machine Learning

D Swain, S Lakum, S Patel, P Patro - … Endorsed Transactions on …, 2024 - publications.eai.eu
Farming is considered the biggest factor in strengthening the economy of any country. It also
has significant effects on GDP growth. However, due to a lack of information and …