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@article{ART001610120},
author={김도연 and Heo, Joon and Kim, Chang Jae},
title={Mapping Biodiversity throughoptimized selection of input variables in decision tree models},
journal={Journal of Environmental Impact Assessment},
issn={1225-7184},
year={2011},
volume={20},
number={5},
pages={663-673}

TY - JOUR
AU - 김도연
AU - Heo, Joon
AU - Kim, Chang Jae
TI - Mapping Biodiversity throughoptimized selection of input variables in decision tree models
JO - Journal of Environmental Impact Assessment
PY - 2011
VL - 20
IS - 5
PB - Korean Society Of Environmental Impact Assessment
SP - 663
EP - 673
SN - 1225-7184
AB - In the face of accelerating biodiversity loss and its significance in our coexistence with nature,biodiversity is becoming more crucial in sustainable development perspective. To estimate biodiversity in the future which provides valuable information for decision making system especially in the national level, a quantitative approach must be studied forehand as a baseline of the present status. In this study, we developed a large-scale map of Plant Species Richness (PSR, typical indicator of biodiversity) for Young-dong and Pyung-chang provinces. Due to the accessibility of appropriate data and advance of modelling techniques, reduction of variables without deteriorating the predictive power is considered by applying Genetic algorithm. In addition, a number of Correctly Classified Instances (CCI) with 10-fold cross validation which indicates the predictive power, was carried out for evaluation. This study, as a fundamental baseline, will be beneficial in future land work as well as ecosystem restoration business or other relevant decision making agenda.
KW - Biodiversity;Plant Species Richness;Decision Tree Algorithm;Genetic Algorithm;Spacial distribution model
DO -
UR -
ER -

김도연, Heo, Joon and Kim, Chang Jae. (2011). Mapping Biodiversity throughoptimized selection of input variables in decision tree models. Journal of Environmental Impact Assessment, 20(5), 663-673.

김도연, Heo, Joon and Kim, Chang Jae. 2011, "Mapping Biodiversity throughoptimized selection of input variables in decision tree models", Journal of Environmental Impact Assessment, vol.20, no.5 pp.663-673.

김도연, Heo, Joon, Kim, Chang Jae "Mapping Biodiversity throughoptimized selection of input variables in decision tree models" Journal of Environmental Impact Assessment 20.5 pp.663-673 (2011) : 663.

김도연, Heo, Joon, Kim, Chang Jae. Mapping Biodiversity throughoptimized selection of input variables in decision tree models. 2011; 20(5), 663-673.

김도연, Heo, Joon and Kim, Chang Jae. "Mapping Biodiversity throughoptimized selection of input variables in decision tree models" Journal of Environmental Impact Assessment 20, no.5 (2011) : 663-673.

김도연; Heo, Joon; Kim, Chang Jae. Mapping Biodiversity throughoptimized selection of input variables in decision tree models. Journal of Environmental Impact Assessment, 20(5), 663-673.

김도연; Heo, Joon; Kim, Chang Jae. Mapping Biodiversity throughoptimized selection of input variables in decision tree models. Journal of Environmental Impact Assessment. 2011; 20(5) 663-673.

김도연, Heo, Joon, Kim, Chang Jae. Mapping Biodiversity throughoptimized selection of input variables in decision tree models. 2011; 20(5), 663-673.

김도연, Heo, Joon and Kim, Chang Jae. "Mapping Biodiversity throughoptimized selection of input variables in decision tree models" Journal of Environmental Impact Assessment 20, no.5 (2011) : 663-673.