基于gis的区域土壤干裂敏感性模糊综合评价模型的建立

IF 3.7 2区 工程技术 Q3 ENGINEERING, ENVIRONMENTAL
Ting Wang, Chao-Sheng Tang, Zhi-Xiong Zeng, Ben-Gang Tian, Jin-Jian Xu, Qing Cheng, Zheng-Tao Shen, Xiao-Hua Pan
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引用次数: 0

摘要

土壤干燥开裂会对土壤的力学和水力特性产生不利影响,降低边坡土体的稳定性。然而,现有的研究主要集中在实验尺度上的调查,缺乏在区域尺度上考虑多种影响因素的定量评估。本研究结合试验结果,将模糊综合评价与地理信息系统(GIS)相结合,建立了基于11个气象敏感性和土壤敏感性指标的土壤干裂敏感性评价模型。基于野外调查数据,利用受试者工作特征(ROC)曲线对模型进行了验证,并应用于江苏省南京市土壤开裂区域敏感性评价。结果表明,研究区约44.8%的区域表现为中度易感,主要分布在北部、西北部和中部地区。该模型的ROC曲线下面积(AUC)为0.734,表明该模型具有量化土壤开裂敏感性的能力。该研究为大规模土壤开裂敏感性评价提供了新的框架,为未来极端气候条件下边坡稳定性风险评价提供了关键空间信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of regional soil desiccation cracking susceptibility assessment model using GIS-based fuzzy comprehensive evaluation

Soil desiccation cracking can detrimentally influence the soil mechanical and hydraulic properties and reduce slope soil stability. However, existing studies primarily focused on experimental scale investigations, and there was a lack of quantitative assessment at a regional scale that accounts for multiple influencing factors. In this study, a soil desiccation cracking susceptibility assessment model was developed based on 11 meteorological sensitivity and soil sensitivity indicators by incorporating the experimental findings, unitizing the fuzzy comprehensive evaluation and geographic information system (GIS). The model was validated using a receiver operating characteristic (ROC) curve based on field inventory data, and applied to assess the regional susceptibility of soil cracking in Nanjing, Jiangsu Province, China. The results indicate that approximately 44.8% of the study area exhibits moderate susceptibility, predominantly in the northern, northwestern, and central regions. The model achieves an area under the ROC curve (AUC) of 0.734, demonstrating its capability in quantifying soil cracking susceptibility. This study provides a novel framework for large-scale soil cracking susceptibility assessment, and critical spatial information for risk evaluation of slope stability under future extreme climatic conditions.

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来源期刊
Bulletin of Engineering Geology and the Environment
Bulletin of Engineering Geology and the Environment 工程技术-地球科学综合
CiteScore
7.10
自引率
11.90%
发文量
445
审稿时长
4.1 months
期刊介绍: Engineering geology is defined in the statutes of the IAEG as the science devoted to the investigation, study and solution of engineering and environmental problems which may arise as the result of the interaction between geology and the works or activities of man, as well as of the prediction of and development of measures for the prevention or remediation of geological hazards. Engineering geology embraces: • the applications/implications of the geomorphology, structural geology, and hydrogeological conditions of geological formations; • the characterisation of the mineralogical, physico-geomechanical, chemical and hydraulic properties of all earth materials involved in construction, resource recovery and environmental change; • the assessment of the mechanical and hydrological behaviour of soil and rock masses; • the prediction of changes to the above properties with time; • the determination of the parameters to be considered in the stability analysis of engineering works and earth masses.
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