Simulation of Land Use Dynamic Change using selected driving factors based on the method of Feature Selection

DOI

10.2991/icmemtc-16.2016.167How to use a DOI?

Keywords

Feature Selection;CHAID; Dirving Factors;Land Use Siumulaiton Chongqing.

Abstract

Method of feature selection was used in this paper to select dirving factors before models of land use change carried out simulation.Two different scenarios were set inthe study area- main districts of Chongqing Scenario 1) carried out land use simulation involed all the factors 2)carried out land use simulation involed the factors after select by the means of feature selection. Compared to the simulation results without feature selection,the accuracy of the simulation in scenario 2,has improved 3.51%.Finally on the basis of feature selection ,thispaper carried out simulation of urban land use dynamic change in the next 10 years with the selected factors.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yao-xing Wang
AU  - Ting-ting Xu
AU  - Xuan Lv
AU  - Zhi-gang Zhang
PY  - 2016/04
DA  - 2016/04
TI  - Simulation of Land Use Dynamic Change using selected driving factors based on the method of Feature Selection
BT  - Proceedings of the 2016 3rd International Conference on Materials Engineering, Manufacturing Technology and Control
PB  - Atlantis Press
SP  - 855
EP  - 860
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmemtc-16.2016.167
DO  - 10.2991/icmemtc-16.2016.167
ID  - Wang2016/04
ER  -