干旱区生态环境知识资源中心(Arid): Performance comparison of land change modeling techniques for land use projection of arid watersheds

Arid

DOI	10.22034/gjesm.2018.03.002
	Performance comparison of land change modeling techniques for land use projection of arid watersheds
	Tajbakhsh, S. M.; Memarian, H.; Moradi, K.; Afshar, A. H. Aghakhani
通讯作者	Afshar, AHA
来源期刊	GLOBAL JOURNAL OF ENVIRONMENTAL SCIENCE AND MANAGEMENT-GJESM
ISSN	2383-3572
出版年	2018
卷号	4 期号:3 页码:263-280
英文摘要	The change of land use/land cover has been known as an imperative force in environmental alteration, especially in arid and semi-arid areas. This research was mainly aimed to assess the validity of two major types of land change modeling techniques via a three dimensional approach in Birjand urban watershed located in an arid climatic region of Iran. Thus, a Markovian approach based on two suitability and transition potential mappers, i.e. fuzzy analytic hierarchy process and artificial neural network-multi layer perceptron was used to simulate land use map. Validation metrics, quantity disagreement, allocation disagreement and figure of merit in a three-dimensional space were used to perform model validation. Utilizing the fuzzy-analytic hierarchy process simulation of total landscape in the target point 2015, quantity error, the figure of merit and allocation error were 2%, 18.5% and 8%, respectively. However, Artificial neural network-multi layer perceptron simulation led to a marginal improvement in figure of merit, i.e. 3.25%.
英文关键词	Artificial neural network-multi layer perceptron (ANN-MLP) CA-Markov Fuzzy-analytic hierarchy process (Fuzzy-AHP) Land use change Simulation
类型	Article
语种	英语
开放获取类型	DOAJ Gold
收录类别	ESCI
WOS记录号	WOS:000436375600002
WOS关键词	ARTIFICIAL NEURAL-NETWORK ; COVER CHANGE ; URBAN SPRAWL ; SIMULATION ; MAPS ; UNCERTAINTY ; VALIDATION ; DYNAMICS ; SYSTEMS ; SCALE
WOS类目	Environmental Sciences
WOS研究方向	Environmental Sciences & Ecology
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/332843
作者单位	[Tajbakhsh, S. M.; Memarian, H.; Moradi, K.] Univ Birjand, Fac Nat Resources & Environm, Dept Watershed Management, Birjand, Iran; [Afshar, A. H. Aghakhani] Univ Tabriz, Fac Civil Engn, Dept Water Engn, Tabriz, Iran
推荐引用方式 GB/T 7714	Tajbakhsh, S. M.,Memarian, H.,Moradi, K.,et al. Performance comparison of land change modeling techniques for land use projection of arid watersheds[J],2018,4(3):263-280.
APA	Tajbakhsh, S. M.,Memarian, H.,Moradi, K.,&Afshar, A. H. Aghakhani.(2018).Performance comparison of land change modeling techniques for land use projection of arid watersheds.GLOBAL JOURNAL OF ENVIRONMENTAL SCIENCE AND MANAGEMENT-GJESM,4(3),263-280.
MLA	Tajbakhsh, S. M.,et al."Performance comparison of land change modeling techniques for land use projection of arid watersheds".GLOBAL JOURNAL OF ENVIRONMENTAL SCIENCE AND MANAGEMENT-GJESM 4.3(2018):263-280.