globalchange  > 全球变化的国际研究计划
DOI: 10.1080/10807039.2018.1468994
WOS记录号: WOS:000478892700002
论文题名:
A review of approaches to land use changes modeling
作者: Noszczyk, Tomasz
通讯作者: Noszczyk, Tomasz
刊名: HUMAN AND ECOLOGICAL RISK ASSESSMENT
ISSN: 1080-7039
EISSN: 1549-7860
出版年: 2019
卷: 25, 期:6, 页码:1377-1405
语种: 英语
英文关键词: land cover ; statistical methods ; environmental models ; methodological approach ; Poland
WOS关键词: ARTIFICIAL NEURAL-NETWORKS ; CELLULAR-AUTOMATA MODEL ; CLIMATE-CHANGE ; MARKOV-CHAIN ; URBAN-GROWTH ; USE DYNAMICS ; COVER CHANGES ; SIMULATION ; SYSTEMS ; FUTURE
WOS学科分类: Biodiversity Conservation ; Environmental Sciences
WOS研究方向: Biodiversity & Conservation ; Environmental Sciences & Ecology
英文摘要:

Being a widespread phenomenon, land use changes are being increasingly evaluated by modeling methods, including statistical modeling. Land use changes models facilitate interpreting the causes and consequences of land use dynamics and support policy-makers in taking rational decisions. Literature offers numerous land use models developed by researchers from various fields. The goal of the article was to review the existing methods of land use change modeling, in particular, statistical models. It is, therefore, a synthesis of the knowledge found in previous studies in this domain. The discussion is based on four areas: (1) the role of modeling and models in land use changes studies, (2) major land use changes modeling methods, their advantages and limitations, (3) integrated approach to modeling, (4) and land use changes modeling in Poland. Results indicate that there are many land use changes modeling methods, each with its advantages and drawbacks. It is not an easy challenge to select the right one. Such factors as the goal of the model and research problem should be taken into consideration. The article is intended first of all for researchers and modelers in pursuit of new research methods or improving their models.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/145590
Appears in Collections:全球变化的国际研究计划

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作者单位: Agr Univ Krakow, Fac Environm Engn & Land Surveying, Dept Land Management & Landscape Architecture, Balicka St 253c, PL-30149 Krakow, Poland

Recommended Citation:
Noszczyk, Tomasz. A review of approaches to land use changes modeling[J]. HUMAN AND ECOLOGICAL RISK ASSESSMENT,2019-01-01,25(6):1377-1405
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