Crop yield prediction using machine learning techniques

R Medar, VS Rajpurohit… - 2019 IEEE 5th international …, 2019 - ieeexplore.ieee.org
Agriculture is the field which plays an important role in improving our countries economy.
Agriculture is the one which gave birth to civilization. India is an agrarian country and 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 …

An investigation on crop yield prediction using machine learning

GS Sajja, SS Jha, H Mhamdi, M Naved… - 2021 Third …, 2021 - ieeexplore.ieee.org
For the existence of humans, agriculture is vitally crucial. For a big population of the globe,
agriculture provides a living. It also provides the locals with a large number of work …

Prediction of crop yield using machine learning

MA Shaik, G Manoharan, B Prashanth… - AIP Conference …, 2022 - pubs.aip.org
Farming is the major work which is considered as a culture instead like job and farming is
the back bone of our economy as farming is the means which carried forth human …

Crop yield prediction based on Indian agriculture using machine learning

PS Nishant, PS Venkat, BL Avinash… - 2020 international …, 2020 - ieeexplore.ieee.org
In India, we all know that Agriculture is the backbone of the country. This paper predicts the
yield of almost all kinds of crops that are planted in India. This script makes novel by the …

Predicting agriculture yields based on machine learning using regression and deep learning

P Sharma, P Dadheech, N Aneja, S Aneja - IEEE Access, 2023 - ieeexplore.ieee.org
Agriculture contributes a significant amount to the economy of India due to the dependence
on human beings for their survival. The main obstacle to food security is population …

Supervised machine learning approach for crop yield prediction in agriculture sector

YJN Kumar, V Spandana, VS Vaishnavi… - 2020 5th …, 2020 - ieeexplore.ieee.org
Machine learning (ML) is a crucial perspective for acquiring real-world and operative
solution for crop yield issue. From a given set of predictors, ML can predict a target/outcome …

[PDF][PDF] Design and implementation of crop yield prediction model in agriculture

SG Sangeeta - International Journal of Scientific & Technology …, 2020 - researchgate.net
Agriculture is the best utility region especially inside the developing worldwide areas like
India. Usage of records age in agriculture can substitute the circumstance of decision …

Emerging trends in machine learning to predict crop yield and study its influential factors: A survey

N Bali, A Singla - Archives of computational methods in engineering, 2022 - Springer
Agriculture is one of the most crucial field contributing to the development of any nation. It
not only affects the economy of nation but also has impact on the world food grain statistics …

Crop yield prediction using machine learning and deep learning techniques

K Jhajharia, P Mathur, S Jain, S Nijhawan - Procedia Computer Science, 2023 - Elsevier
Agriculture is a significant contributor to India's economic growth. The rising population of
country and constantly changing climatic conditions have an impact on crop production and …