采用可变权重法并考虑地面限制,对城市地下空间进行三维适宜性评估

IF 8.2 1区 工程技术 Q1 ENGINEERING, CIVIL Underground Space Pub Date : 2024-03-24 DOI:10.1016/j.undsp.2023.12.004
Jian Pu , Yu Huang , Yandong Bi , Zhen Guo , Fei Deng , Xingyue Li , Chong Xu
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引用次数: 0

摘要

城市地下空间(UUS)适宜性评估涉及多个指标。为这些指标分配权重对于准确评估至关重要。本文采用阶次关系分析法(G1 法)、熵权法、改进的灰色关系分析法(GRA)和一组空间权重调整系数,提出了一种指标空间可变权重分配方法。首先,通过 G1 法和熵权法分别确定了工程地质和水文地质条件指标的主观权重和客观权重,然后利用最小判别信息原则得到了它们的综合权重。该研究强调了建筑物等地表限制因素对 UUS 的影响,这些建筑物的影响程度随着 UUS 中岩土体深度的增加而逐渐减小,导致指标权重随深度的增加而变化。为解决这一问题,我们定义了一个系数,即限制附加应力与同一深度土壤自重应力之比的标准化值,以修正综合权重,从而使所有指标的权重都能在空间上发生变化。最后,使用改进的 GRA,利用最大相关性标准确定每个评价单元的适宜性等级。该方法被应用于中国广东省佛山市三龙湾 UUS 的三维适宜性评价,包括 16 个评价指标。该研究综合考虑了多种因素的影响,为大城市 UUS 适宜性评价提供了参考。
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3D suitability evaluation of urban underground space using a variable weight method and considering ground restrictions

The evaluation of urban underground space (UUS) suitability involves multiple indicators. Assigning weight to these indicators is crucial for accurate assessment. This paper presents a method for spatially variable weight assignment of indicators using the order relation analysis method (G1-method), the entropy weight method, an improved grey relational analysis (GRA) and a set of spatial weight adjustment coefficients. First, the subjective and objective weights of indicators for engineering geological and hydrogeological conditions were determined by the G1-method and entropy weight method, respectively, and their combined weights were then obtained using the principle of minimum discriminatory information. This study highlighted the impact of surface restrictions, such as buildings, on UUS, and the degree of the influence of these buildings gradually decreased with the increase in depth of the rock and soil mass in UUS, which resulted in changes in weights of indicators with depth. To address this issue, a coefficient was defined as the standardized value of the ratio of additional stress applied by restrictions to the self-weight stress of soil at the same depth to modify the combined weights so that all weights of indicators could vary in space. Finally, an improved GRA was used to determine the suitability level of each evaluation cell using the maximum correlation criterion. This method was applied to the 3D suitability evaluation of UUS in Sanlong Bay, Foshan City, Guangdong Province, China, including 16 evaluation indexes. This study comprehensively considered the influence of multiple factors, thereby providing reference for evaluating the suitability of UUS in big cities.

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来源期刊
Underground Space
Underground Space ENGINEERING, CIVIL-
CiteScore
10.20
自引率
14.10%
发文量
71
审稿时长
63 days
期刊介绍: Underground Space is an open access international journal without article processing charges (APC) committed to serving as a scientific forum for researchers and practitioners in the field of underground engineering. The journal welcomes manuscripts that deal with original theories, methods, technologies, and important applications throughout the life-cycle of underground projects, including planning, design, operation and maintenance, disaster prevention, and demolition. The journal is particularly interested in manuscripts related to the latest development of smart underground engineering from the perspectives of resilience, resources saving, environmental friendliness, humanity, and artificial intelligence. The manuscripts are expected to have significant innovation and potential impact in the field of underground engineering, and should have clear association with or application in underground projects.
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