DocumentCode
1583624
Title
Management zone delineation in Precision agriculture using data mining: A review
Author
Janrao, Prachi ; Palivela, Hemant
Author_Institution
Comput. Eng. Dept., Thakur Coll. of Eng. & Technol., Mumbai, India
fYear
2015
Firstpage
1
Lastpage
7
Abstract
By collecting real time data on weather, soil and air quality, crop maturity, Precision agriculture (PA) has become an emerging topic in recent years. Management zone delineation is the major task in PA, which could help to discover the spatially contiguous zones of the field. This article studies the different data mining approaches for achieving management zone delineation with their advantages and disadvantages.
Keywords
agriculture; crops; data mining; air quality; crop maturity; data mining; management zone delineation; precision agriculture; soil quality; weather; Agriculture; Algorithm design and analysis; Classification algorithms; Clustering algorithms; Data mining; Smoothing methods; Soil; Management zone delineation; Non Parametric density algorithms; Precision agriculture;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015 International Conference on
Conference_Location
Coimbatore
Print_ISBN
978-1-4799-6817-6
Type
conf
DOI
10.1109/ICIIECS.2015.7193256
Filename
7193256
Link To Document