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Volumn 5, Issue 7, 2004, Pages 782-795

Automated soil resources mapping based on decision tree and Bayesian predictive modeling

Author keywords

Bayesian predictive modeling; Decision tree; Knowledge based classification; Rule extracting; Soil mapping

Indexed keywords

DECISION THEORY; GEOGRAPHIC INFORMATION SYSTEMS; LEARNING SYSTEMS; MAPPING; SOIL SURVEYS; TREES (MATHEMATICS);

EID: 4544375490     PISSN: 10093095     EISSN: None     Source Type: Journal    
DOI: 10.1631/jzus.2004.0782     Document Type: Article
Times cited : (22)

References (13)
  • 3
    • 0031465270 scopus 로고    scopus 로고
    • A machine-learning approach to automated knowledge-base building for remote sensing image analysis with GIS data
    • Huang, X.Q., Jensen, J.R., 1997. A machine-learning approach to automated knowledge-base building for remote sensing image analysis with GIS data. Photogrammetric Engineering and Remote Sensing, 63(10): 1185-1194.
    • (1997) Photogrammetric Engineering and Remote Sensing , vol.63 , Issue.10 , pp. 1185-1194
    • Huang, X.Q.1    Jensen, J.R.2
  • 6
    • 0030878877 scopus 로고    scopus 로고
    • Addressing geographical data errors in a classification tree for soil unit predictions
    • Lagacherie, P., Holmes, S., 1997. Addressing geographical data errors in a classification tree for soil unit predictions. Int. J. Geographical Information Science, (11): 183-198.
    • (1997) Int. J. Geographical Information Science , Issue.11 , pp. 183-198
    • Lagacherie, P.1    Holmes, S.2
  • 8
    • 0024913423 scopus 로고
    • The nature of boundaries on area-class maps
    • Mark, D.M., Csillag, F., 1990. The nature of boundaries on area-class maps. Cartographica, (27): 65-78.
    • (1990) Cartographica , Issue.27 , pp. 65-78
    • Mark, D.M.1    Csillag, F.2
  • 9
    • 33744584654 scopus 로고
    • Induction of decision tree
    • Quinlan, J.R., 1986. Induction of decision tree. Machine Learning, 1(1): 81-106.
    • (1986) Machine Learning , vol.1 , Issue.1 , pp. 81-106
    • Quinlan, J.R.1
  • 11
    • 0024855910 scopus 로고
    • An expert system classifies eucalypt forest types using thematic mapper data and a digital terrain model
    • Skidmore, A.K., 1989. An expert system classifies eucalypt forest types using thematic mapper data and a digital terrain model. Photogrammetric Engineering and Remote Sensing, 55(10): 1449-1464.
    • (1989) Photogrammetric Engineering and Remote Sensing , vol.55 , Issue.10 , pp. 1449-1464
    • Skidmore, A.K.1
  • 13
    • 0042173838 scopus 로고
    • The research on soil visual interpretation and mapping technique by using MSS imagery
    • Chinese source
    • Wang, R.C., Wang, S.F., Su, H.P., 1986. The research on soil visual interpretation and mapping technique by using MSS imagery. Journal of Zhejiang Agricultural University, 12(2): 103-111 (in Chinese).
    • (1986) Journal of Zhejiang Agricultural University , vol.12 , Issue.2 , pp. 103-111
    • Wang, R.C.1    Wang, S.F.2    Su, H.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.