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
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;
Conference_Titel :
Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-6817-6
DOI :
10.1109/ICIIECS.2015.7193256
