DocumentCode :
2297779
Title :
Research fertility spatial-temporal evolution pattern and crop precision fertility based on spatio-temporal data mining
Author :
Liying Cao ; Helong Yu ; Li Ma ; Guifen Chen
Author_Institution :
Sch. of Inf. Technol., Jilin Agric. Univ., Changchun, China
fYear :
2012
fDate :
29-31 Dec. 2012
Firstpage :
86
Lastpage :
89
Abstract :
With in the process of implementation of precision agriculture, massive was accumulated because of using the computer, network, "3S" technology. The spatial data is spatial, timeliness, content, multidimensionality, complexity and uncertainty, etc. With the development of precision agriculture in our province of, agricultural technology researchers and managers have accessed the massive and accuracy data, at the same they have accumulated various aspects of attribute data and spatial data which is closely related to the agricultural production process. The soil nutrient space and time variation characteristics must be researched; And according to the application of the fuzzy rule, the cluster analysis algorithm makes the corresponding productivity evaluation index; The determination of reasonable soil nutrient management unit, set for farmland soil nutrient division management methods to push the fertilizer to provide the necessary with scientific basis, to make the agricultural production continued, highly effective, the coordinated development purposes.
Keywords :
agricultural engineering; computer network management; crops; data mining; fertilisers; fuzzy set theory; pattern clustering; soil; spatiotemporal phenomena; 3S technology; agricultural production process; agricultural technology; cluster analysis algorithm; computer network; crop precision fertility; fertility spatiotemporal evolution pattern; fertilizer; fuzzy rule; productivity evaluation index; soil nutrient division management unit; soil nutrient space; spatial data; spatiotemporal data mining; crop precision fertility; evolution law; patio-temporal data mining; soil fertility; visulization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2012 2nd International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4673-2963-7
Type :
conf
DOI :
10.1109/ICCSNT.2012.6525896
Filename :
6525896
Link To Document :
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