The application of data mining techniques to characterize agricultural soil profiles

Conferences in Research and Practice in Information Technology Series

Volumn 70, Issue , 2007, Pages 85-100

  Armstrong, Leisa J ^a   Diepeveen, Dean ^b   Maddern, Rowan ^b  

^a EDITH COWAN UNIVERSITY   (Australia)

^b Department of Agriculture and Food ^*  (Australia)

Author keywords

Agriculture; Data mining; Soil profiles

Indexed keywords

AGRICULTURAL SOILS; CURRENT DATA; DATA MINING TECHNIQUES; KNOWLEDGE GAPS; LARGE DATA; SOIL MANAGEMENT; SOIL PROFILES; SOIL SCIENCE; WESTERN AUSTRALIA;

AGRICULTURE; AGRONOMY; CLUSTER ANALYSIS; DATABASE SYSTEMS; RESEARCH; SOILS;

DATA MINING;

EID: 84870531409     PISSN: 14451336     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (9)

1. Cunningham, S. J., and Holmes, G. (1999). Developing innovative applications in agriculture using data mining. In the Proceedings of the Southeast Asia Regional Computer Confederation Conference,1999.
2. Griffin, M. T. (2005). Data field descriptions. Perth: Department of Agricultural and Food Western Australia.
3. Ibrahim, R. S. (1999). Data Mining of Machine Learning Performance Data. Unpublished Master of Applied Science (Information Technology), Publisher; RMIT University Press.
4. Isbell, R. F. (1996). The Australian Soil Classification. Australian soil and land survey handbook. (Vol. 4). Collingwood, Victoria, Australia: CSIRO Publishing.
5. Mckenzie, N., and Ryan, P. (1999). Spatial prediction of soil properties using environmental correlation. Geoderma, 89(1-2), 67-94.
6. Palace, B. (1996). Data Mining: What is Data Mining? Retrieved Aug 30, 2005, from http://www.anderson.ucla.edu/faculty/jason.frand/teach er/technologies/palace/datamining.htm
7. Ragel, A., and Crémilleux, B. (1999). MVC-a preprocessing method to deal with missing values. Knowledge-Based Systems, 12, 285-291.
8. Schoknecht, N. (2002). Soil Groups of Western Australia (Technical Report). Perth: Department of Agriculture.
9. Schoknecht, N., Tille, P., and Purdie, B. (2004). Soil-Landscape mapping in south-western Australia (Technical Report). Perth: Department of Agricultural.