Crop yield prediction using machine learning techniques

S Iniyan, VA Varma, CT Naidu - Advances in Engineering Software, 2023 - Elsevier
Abstract Machine Learning is a successful dynamic device for foreseeing crop yields, just as
for choosing which harvests to plant and what to do about them during the developing …

[PDF][PDF] Prediction of crop yield and fertilizer recommendation using machine learning algorithms

DA Bondre, S Mahagaonkar - International Journal of Engineering …, 2019 - ijeast.com
Machine learning is an emerging research field in crop yield analysis. Yield prediction is a
very important issue in agriculture. Any farmer is interested in knowing how much yield he is …

[PDF][PDF] Crop prediction system using machine learning algorithms

P Patil, V Panpatil, S Kokate - Int. Res. J. Eng. Technol.(IRJET), 2020 - academia.edu
As we are aware of the fact that, most of Indians have agriculture as their occupation.
Farmers usually have the mindset of planting the same crop, using more fertilizers and …

[PDF][PDF] Crop prediction using machine learning approaches

K Nischitha, D Vishwakarma, MN Ashwini… - International Journal of …, 2020 - academia.edu
As we know the fact that, India is the second largest population country in the world and
majority of people in India have agriculture as their occupation. Farmers are growing same …

[PDF][PDF] Crop yield prediction using machine learning

M Champaneri, D Chachpara… - …, 2016 - svv-research-data.s3.ap-south-1 …
The impact of climate change in India, most of the agricultural crops are being badly affected
in terms of their performance over a period of the last two decades. Predicting the crop yield …

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 …

Analysis of soil and prediction of crop yield (Rice) using Machine Learning approach.

V Singh, A Sarwar, V Sharma - International Journal of …, 2017 - search.ebscohost.com
Agriculture sector is backbone of Indian Economy. However Agriculture sector in India is
facing severe problem of maximising the crop productivity. Farmers lack in basic knowledge …

Crop prediction using machine learning

MS Rao, A Singh, NVS Reddy… - Journal of Physics …, 2022 - iopscience.iop.org
For most developing countries, agriculture is their primary source of revenue. Modern
agriculture is a constantly growing approach for agricultural advances and farming …

[PDF][PDF] Applications of machine learning techniques in agricultural crop production: a review paper

S Mishra, D Mishra, GH Santra - Indian J. Sci …, 2016 - sciresol.s3.us-east-2.amazonaws …
Objective: This paper has been prepared as an effort to reassess the research studies on the
relevance of machine learning techniques in the domain of agricultural crop production …

An approach for prediction of crop yield using machine learning and big data techniques

K Palanivel, C Surianarayanan - International Journal of Computer …, 2019 - papers.ssrn.com
Agriculture is the primary source of livelihood which forms the backbone of our country.
Current challenges of water shortages, uncontrolled cost due to demand-supply, and …