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 …
for food production which includes vegetables, fruits, flowers, and cattle. Artificial Intelligence …
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 …
the current climate change situation. Accurate forecasts will aid farmers in making financial …
Predicting agriculture yields based on machine learning using regression and deep learning
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 …
on human beings for their survival. The main obstacle to food security is population …
Emerging trends in machine learning to predict crop yield and study its influential factors: A survey
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 …
not only affects the economy of nation but also has impact on the world food grain statistics …
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 …
The present research offers a comprehensive study into the use of machine learning …
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 …
agriculture for their living. But there is a substantiable reduction in agricultural production …
Agriculture Yield Forecasting via Regression and Deep Learning with Machine Learning Techniques
AV Kadu, KTV Reddy - International Conference on Communication and …, 2023 - Springer
India's financial system is mostly based on agriculture, which requires human labor to
survive. The primary challenge is the growing humanity, which results in a rise in nutrient …
survive. The primary challenge is the growing humanity, which results in a rise in nutrient …
Various crop yield prediction techniques using machine learning algorithms
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 …
Selecting right crop for the right soil at the right season plays a major role in getting good …
Predicting Crop Yield with AI—A Comparative Study of DL and ML Approaches
M Jayanthi, D Shanthi - International Conference on Soft Computing and …, 2023 - Springer
Crop yield prediction plays a vital role in the agricultural industry as it directly impacts global
food security and also crop yield prediction is essential in making informed decisions about …
food security and also crop yield prediction is essential in making informed decisions about …
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 …
environment, it has a great impact on production and maintenance of agriculture crops …