[HTML][HTML] Crop yield prediction using machine learning: A systematic literature review

T Van Klompenburg, A Kassahun, C Catal - Computers and electronics in …, 2020 - Elsevier
Abstract Machine learning is an important decision support tool for crop yield prediction,
including supporting decisions on what crops to grow and what to do during the growing …

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 …

Crop recommendation system for precision agriculture

S Pudumalar, E Ramanujam… - 2016 eighth …, 2017 - ieeexplore.ieee.org
Data mining is the practice of examining and deriving purposeful information from the data.
Data mining finds its application in various fields like finance, retail, medicine, agriculture …

Crop prediction based on characteristics of the agricultural environment using various feature selection techniques and classifiers

SP Raja, B Sawicka, Z Stamenkovic… - IEEE Access, 2022 - ieeexplore.ieee.org
Agriculture is a growing field of research. In particular, crop prediction in agriculture is critical
and is chiefly contingent upon soil and environment conditions, including rainfall, humidity …

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 …

Improving crop productivity through a crop recommendation system using ensembling technique

NH Kulkarni, GN Srinivasan, BM Sagar… - 2018 3rd international …, 2018 - ieeexplore.ieee.org
Agriculture plays a predominant role in the economic growth and development of the
country. The major and serious setback in the crop productivity is that the farmers do not …

[PDF][PDF] Crop recommendation system to maximize crop yield using machine learning technique

RK Rajak, A Pawar, M Pendke, P Shinde… - … Research Journal of …, 2017 - academia.edu
Agriculture in India plays a major role in economy and employment. The common difficulty
present among the Indian farmers are they don't opt for the proper crop based on their soil …

Recommendation system for crop identification and pest control technique in agriculture

A Kumar, S Sarkar, C Pradhan - 2019 International Conference …, 2019 - ieeexplore.ieee.org
In Agriculture, mostly crops are loss due to the erroneous selection of the crop to be grown in
a particular land holding. The farmers are generally not aware of the requirements of the …

Crop Yield Maximization Using an IoT‐Based Smart Decision

A Ikram, W Aslam, RHH Aziz, F Noor… - Journal of …, 2022 - Wiley Online Library
Today, farmers are suffering from the low yield of crops. Though right crop selection is the
main boosting key to maximize crop yield by doing soil analysis and considering …

[PDF][PDF] Crop recommendation system to maximize crop yield in ramtek region using machine learning

DA Reddy, B Dadore, A Watekar - International Journal of Scientific …, 2019 - academia.edu
In Indian economy and employment agriculture plays major role. The most common problem
faced by the Indian farmers is they do not opt crop based on the necessity of soil, as a result …