Proceedings of the 2018 7th International Conference on Energy, Environment and Sustainable Development (ICEESD 2018)

Ecological Security Classification of Regionally Sustainable Utilization of Land Resources Based on SVM

Authors
Jing Zhao, Zhen Jin
Corresponding Author
Jing Zhao
Available Online May 2018.
DOI
https://doi.org/10.2991/iceesd-18.2018.218How to use a DOI?
Keywords
ecological security; land resource; classification; support vector machine
Abstract

Ecological security classification of land resources play an important role in sustainable utilization of land resources and improve benefit of healthy development of urbanization in China. According to the county level of ecological security classification of land resources data which is large scale and imbalance, this paper presented a support vector machine (SVM) model to classify the county level of ecological security of land resources. The method was compared with artificial neural network, decision tree, logistic regression, and naive Bayesian classifier regarding the county level of ecological security of land resources classification for Guanzhong urban agglomeration. It is found that the method has the best accuracy rate, hit rate, covering rate and lift coefficient, and provides an effective measurement for county level of ecological security of land resources classification and prediction.

Copyright
© 2018, 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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Volume Title
Proceedings of the 2018 7th International Conference on Energy, Environment and Sustainable Development (ICEESD 2018)
Series
Advances in Engineering Research
Publication Date
May 2018
ISBN
978-94-6252-503-0
ISSN
2352-5401
DOI
https://doi.org/10.2991/iceesd-18.2018.218How to use a DOI?
Copyright
© 2018, 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/).

Cite this article

TY  - CONF
AU  - Jing Zhao
AU  - Zhen Jin
PY  - 2018/05
DA  - 2018/05
TI  - Ecological Security Classification of Regionally Sustainable Utilization of Land Resources Based on SVM
BT  - Proceedings of the 2018 7th International Conference on Energy, Environment and Sustainable Development (ICEESD 2018)
PB  - Atlantis Press
SP  - 1185
EP  - 1189
SN  - 2352-5401
UR  - https://doi.org/10.2991/iceesd-18.2018.218
DO  - https://doi.org/10.2991/iceesd-18.2018.218
ID  - Zhao2018/05
ER  -