The wetland conservation atlas of the St. Lawrence valley produced from decision tree classifications of RADARSAT and Landsat images

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 5, Issue , 2002, Pages 2893-2895

  Deslandes, Sylvain ^a   Grenier, Marcelle ^a   Bélanger, Luc ^a   Lacroix, Gaston ^a   Zingraff, Virginie ^a  

^a ENVIRONMENT CANADA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION THEORY; MAPPING; MATHEMATICAL MODELS; RADAR IMAGING; VECTORS;

AGRICULTURAL LANDSCAPES; DECISION TREE CLASSIFICATION; DIGITAL ELEVATION MODEL;

VEGETATION;

EID: 0036399380     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. STEINBERG, D and COLLA P. (1995). CART: Tree-Structured Non-Parametric Data Analysis. San Dieo, CA: Salford Systems.
2. SIMARD M, SAATCHI S.S and DEGRANDI, G. (2000). The use of decision tree and multiscale texture for classification of JERS-1 SAR data over tropical forest, IEEE Transactions on Geoscience and Remote Sensing, Vol. 38, No 5, pp 2310-2321.
3. LEES B.G. and RITMAN, K, (1991), Decision-tree and rule-induction approach to integration of remotely sensed and GIS data in mapping vegetation in disturbed or hilly environment, Environmental Management, Vol.(15, No. 6, pp 823-831.
4. MICHAELSEN J., SCHIMEL D.S., FRIEDL M.A., DAVIS F.W. and DUBAYAH R.C. (1994), Regression tree analysis of satellite and terrain data to guide vegetation sampling and surveys, Journal of Vegetation Science, Vol. 5, pp 673-686.
5. DE FRIES R.S., HANSEN M, TOWNSHEND J.R G and SOHLERG R. (1998). Global land cover classifications at 8 km spatial resolution: the use of training data derived from Landsat imagery in decision tree classifiers, International Journal of Remote Sensing, Vol. 19, No 16, pp 3141-3168.
6. DE'ATH G., KATHARINA E. and Fabricus A. (2000). Classification and regression trees: A powerful yet simple technique for ecological data analysis, Ecology, Vol. 81, No 11, pp 3178-3192.
7. ieme Symposium canadien sur la télédéction, Sainte-Foy, Qc, CA, pp. 401-406