Estimation and prediction of crop yielding rate using machine learning techniques

RS Somasundaram, K Nagamani… - 2022 International …, 2022 - ieeexplore.ieee.org
Global warming and uncertainty in climate affects farming directly or indirectly. Estimation
and prediction of crop yielding rate helps the farmers to choose the appropriate crop for …

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 …

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 …

Analysis of crop yield prediction using machine learning algorithms

V Krishna, T Reddy, S Harsha, K Ramar… - 2022 2nd …, 2022 - ieeexplore.ieee.org
Agriculture is the backbone of any country. Totally 58% of the population is dependent on
agriculture, in 48% is directly dependent on it. India is one of the agricultural countries, its …

Crop yield prediction using machine learning algorithms

A Nigam, S Garg, A Agrawal… - 2019 Fifth International …, 2019 - ieeexplore.ieee.org
Agriculture is one of the major and the least paid occupation in India. Machine learning can
bring a boom in the agriculture field by changing the income scenario through growing the …

Crop yield prediction using supervised learning techniques

M Suganya - International Journal of Computer Engineering and …, 2020 - papers.ssrn.com
Among worldwide, agriculture has the major responsibility for improving the economic
contribution of the nation. However, still the most agricultural fields are under developed due …

An Efficient Machine Learning Technique for Crop Yield Prediction

N Singh, S Patel, S Dubey - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The field of agricultural research is flourishing, and the difficulties that lie ahead are being
overcome with the aid of technological development. It has been determined that this is very …

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 …

A Comparative Study of Agricultural Crop Yield Prediction Using Machine Learning Techniques

MU Maheswari, R Ramani - 2023 9th International Conference …, 2023 - ieeexplore.ieee.org
Agriculture is the most important factor for survival. Crop yield is a valuable component of
food security as the population continues to increase rapidly. Previously, crop and yield …

Prediction of crop and yield in agriculture using machine learning technique

A kumar Gajula, J Singamsetty… - 2021 12th …, 2021 - ieeexplore.ieee.org
Agriculture holds a predominant position in the growth of any country's prosperity. However,
there exists a major threat in the crop yield due to unpredictable and uncontrolled climatic …