Author : K.P.Mangani 1
Date of Publication :13th December 2017
Abstract: “Most things except Agriculture can wait†is the statement by Jawaharlal Nehru. To utilize the agriculture in a better way this paper handshakes with the Information technology and establish Agri Clinics which are envisaged to provide expert advice and services to farmers on various aspects like cropping practices, plant protection, crop insurance, post-harvest technology, clinical services for animals, feed and fodder management and crop prices to enhance the productivity of crops and increase the incomes of farmers. The goal of this survey provides a review of different types of data mining approaches and problems being addressed in agriculture-related fields.The agriculture-related data are recorded but they are not digitized so they are integrated in the standardized format which deals with big data that bridge the knowledge of the data to the yield estimation and gives an analytical approach to support decision-making system and recommendations for farmers in agriculture-related fields.
Reference :
-
- D.R. Mehta, AD. Kalola, D.A Saradava and AS. Yusufzai ,”Rainfall variability analysis and its impact on crop productivity”,Indian agriculture research journal 2002 29,33.,8) Main Dry Farming Research Station, GAU, Targhadia - 360 003, India
- V. Ramesh and K. Ramr ,”Classification of agricultural land soils: A data mining approach” International Journal on Computer Science and Engineering (IJCSE) ISSN : 0975- 3397 Vol. 3 No. 1 Jan 2011 379
- Senthilvadivu,Vinu Kiran,Prasanna Devi , Manivannan,“Big Data Analysis on geographical segmentations and resource constrained scheduling of production of agricultural commodities for better yield”.
- Purnima Shah, Deepak Hiremath and Sanjay Chaudhary,“Big Data Analytics Architecture for Agro Advisory System”, 2016 IEEE 23rd International Conference on High Performance Computing Workshops
- Karimi Y, Prasher SO, Patel RM, Kim SH,” Application of support vector machine technology for Weed and nitrogen stress detection in corn “, Computer Electronics Agriculture 51:99–109, 2006
- Verheyen K, Adriaens D, Hermy M, Deckers S Highresolution continuous soil classification using morphological soil profile descriptions. Geoderma 101:31–48, 2001.
- D Ramesh, B.Vishnuvarthan, “Analysis of crop yield prediction using data mining techniques”,International journal of Research in Engineering and Technology,
- A Mucherino , Petraq Papajorgji , P. M. Pardalos, “A survey of data mining techniques applied to agriculture”
- Farah Khan,Dr.DivakarSingh, “Knowledge discovery on Agricultural dataset using Association Rule Mining”, International Journal of Emerging Technology and Advanced Engineering,Vol 4,Issue 5,2014
- E-agriclinic: an IT based approach for cost-effective and personalized agricultural extension system,P.Krishna Reddy, G.Syamasundar Reddy, B.Rammohan Rao,D.Guruva Reddy, BV Ratnam, P.Vasudeva Reddy and M.Kumaraswamy,