Regression Based ICT Model for Crop Yield Estimation

4 Pages Posted: 21 Mar 2019

See all articles by Divyesh Rajput

Divyesh Rajput

University of Mumbai - Pillai College of Engineering

Birjees Patel

University of Mumbai - Pillai College of Engineering

Rushikesh Pawar

University of Mumbai - Pillai College of Engineering

Sudhanshu Singh

University of Mumbai - Pillai College of Engineering

Sushopti Gawade

University of Mumbai - Pillai College of Engineering

Date Written: December 24, 2018

Abstract

Farming and agriculture is the primary occupation in a nation like India. It has always proved to be important that we work towards constructing projects and systems that subsequently help in making a social reform where it is needed the most. Hence, it comes as no surprise that not only the government but also prominent science project centres have always paid a lot of attention and never hesitated from taking initiatives and efforts in assisting build different projects that help in development and progress in the same field. We also aim in building a project that draws an estimation about which crop is yielded at which rate in which district of Maharashtra. There are a number of algorithms that have proven to be helpful in finding out the estimation. We have taken use of Multiple Regression algorithm, which helped us to compute the yield estimation. The foremost goal of our project is to facilitate farmers and cultivators with an estimation system that helps them approximate the yield of crops and ultimately leads to a better and smarter farming structure for farm level.

Keywords: Yield Estimation, Information and Communication Technology, Multiple Regression Algorithm, Machine Learning

Suggested Citation

Rajput, Divyesh and Patel, Birjees and Pawar, Rushikesh and Singh, Sudhanshu and Gawade, Sushopti, Regression Based ICT Model for Crop Yield Estimation (December 24, 2018). Proceedings 2019: Conference on Technologies for Future Cities (CTFC), Available at SSRN: https://ssrn.com/abstract=3349660 or http://dx.doi.org/10.2139/ssrn.3349660

Divyesh Rajput (Contact Author)

University of Mumbai - Pillai College of Engineering ( email )

Dr. K. M.Vasudevan Pillai Campus
Plot 10, Sector 16, New Panvel
Navi Mumbai, 410206
India

Birjees Patel

University of Mumbai - Pillai College of Engineering ( email )

Dr. K. M.Vasudevan Pillai Campus
Plot 10, Sector 16, New Panvel
Navi Mumbai, 410206
India

Rushikesh Pawar

University of Mumbai - Pillai College of Engineering ( email )

Dr. K. M.Vasudevan Pillai Campus
Plot 10, Sector 16, New Panvel
Navi Mumbai, 410206
India

Sudhanshu Singh

University of Mumbai - Pillai College of Engineering ( email )

Dr. K. M.Vasudevan Pillai Campus
Plot 10, Sector 16, New Panvel
Navi Mumbai, 410206
India

Sushopti Gawade

University of Mumbai - Pillai College of Engineering ( email )

Dr. K. M.Vasudevan Pillai Campus
Plot 10, Sector 16, New Panvel
Navi Mumbai, 410206
India

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