Title :
Application of fuzzy clustering algorithm in precision agriculture
Author :
Cao, Liying ; Zhang, Xiaoxian ; San, Xiaohui ; Zhao, Yueling ; Chen, Guifen
Author_Institution :
Jilin Agricultural University, Changchun 130118, China
Abstract :
The agricultural production accumulated the massive fuzzy and diverse data, in order to make the effective use of these data. By using the fuzzy equivalence relation of clustering method, YuShuShi in jilin GongPeng town of ChunYang village of black soil, for example, on the classification of the soil nutrient, a classification model, this model reference uses the GIS spatial analysis technology produces fertilizer prescription figure. And this method applied in national 863 plan “maize precise operation system research and application” project, the results show that has a good application value.
Keywords :
Fuzzy clustering; GIS; Precision agriculture;
Conference_Titel :
World Automation Congress (WAC), 2012
Conference_Location :
Puerto Vallarta, Mexico
Print_ISBN :
978-1-4673-4497-5