A review of crop yield prediction based on Indian agriculture sector using machine learning

D Thomas - AIP Conference Proceedings, 2023 - pubs.aip.org
India is an Agriculture based country and about 60% of the population depends on
agriculture for their living. But there is a substantiable reduction in agricultural production …

Crop yield prediction in Indian agriculture using machine learning

MR Cherukupalli, R Goli, TR Talakanti… - AIP Conference …, 2023 - pubs.aip.org
Agriculture has started from the time of civilization. It is one of the major activities that is
responsible for the Indian economic growth. The model we brought up will be able to …

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 …

[PDF][PDF] Efficient crop yield prediction in India using machine learning techniques

P Gulati, SK Jha - International Journal of Engineering Research & …, 2020 - academia.edu
Today Agriculture Sector is a major contributor to Indian Economy. In a country like India,
which has ever increasing demand of food due to rising population, advances in agriculture …

Various crop yield prediction techniques using machine learning algorithms

M Gupta, SK BV, B Kavyashree… - … and Smart Energy …, 2022 - ieeexplore.ieee.org
Agriculture is the third most contributing sector in the Indian Gross Domestic Product (GDP).
Selecting right crop for the right soil at the right season plays a major role in getting good …

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 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 …

Evaluation of Machine Learning Techniques for Crop Yield Prediction

D Goel, P Gulati, SK Jha, N Kumar, A Khan… - … in Agriculture and …, 2022 - igi-global.com
The agricultural segment is a major supporter of the Indian economy as it represents 18% of
India's GDP, and it gives work to half of the nation's work power. The farming segment is …

A review on prediction of crop yield using machine learning techniques

GL Sunil, V Nagaveni, U Shruthi - 2022 IEEE region 10 …, 2022 - ieeexplore.ieee.org
Population is increasing day by day in India and demand for food is also increasing, due to
this reason, agriculture is very essential. Advanced technologies like data mining …

[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 …