Con-Accessibility:基于 Logit 的集水区模型用于机场系统战略规划

IF 6.3 1区 工程技术 Q1 ECONOMICS
Sebastian Birolini, Nicolò Avogadro, Paolo Malighetti, Stefano Paleari
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引用次数: 0

摘要

国家机场系统规划是政策制定者的主要纲领性文件,用于概述不同机场的作用,并从经济、环境和社会角度制定机场协调综合发展战略。本文提出了一个模型框架,用于估算每个机场对周边地区的影响和贡献强度,为评估机场需求和划定机场互动范围提供方法论基础。我们基于综合效用函数(简称为 con-accessibility),提出了一种新颖的基于出发地的嵌套 logit 机场需求模型,该模型整合了先进的地面可达性和机场连通性指标。为了解决缺乏广泛的城市-机场成对数据的问题,我们将估算问题视为一个非线性受限最小二乘优化问题,并通过微分进化算法加以解决。通过对意大利最新国家机场系统计划的实际案例研究,展示了该框架的适用性和见解。我们强调了该模型在解决三个关键政策问题方面的能力:(i) 描述机场集水区的特征,以调查服务于争夺区域的重叠程度和机场之间的相互作用;(ii) 系统量化任何区域的总体通达性水平,以评估不足或过剩,并确定战略干预的区域;(iii) 支持各种措施的评估和优先排序,包括地面通达网络的升级、机场供应的扩大以及新机场设施的建立。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Con-Accessibility: Logit-based catchment area modeling for strategic airport system planning
National airport system plans serve as the primary programmatic documents employed by policy-makers to outline the roles of different airports and devise strategies for their coordinated and integrated development, encompassing economic, environmental, and social perspectives. This paper proposes a modeling framework to estimate the strength of each airport’s influence and contribution to the surrounding territories, providing methodological foundation for assessing airport demand and delineating the scope of airport interactions. We propose a novel origin-based nested logit model of airport demand based on a comprehensive utility function—denoted as con-accessibility—integrating advanced metrics of ground accessibility and airport connectivity. To address the lack of extensive pairwise municipality–airport data, we cast the estimation problem as a nonlinear constrained least-squares optimization problem, solved via a differential evolution algorithm. The framework’s applicability and insights are demonstrated in a real-world case study of the latest Italian national airport system plan. We highlight the model’s capability in addressing three key policy questions: (i) characterizing airport catchments toward investigating the degree of overlap and airport interactions in serving contended areas; (ii) systematically quantifying the overall level of con-accessibility in any region to assess deficits or surpluses and pinpoint areas for strategic interventions; (iii) supporting the assessment and prioritization of various initiatives, including the upgrade of ground access networks, the expansion of airport supply, and the establishment of new airport facilities.
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来源期刊
CiteScore
13.20
自引率
7.80%
发文量
257
审稿时长
9.8 months
期刊介绍: Transportation Research: Part A contains papers of general interest in all passenger and freight transportation modes: policy analysis, formulation and evaluation; planning; interaction with the political, socioeconomic and physical environment; design, management and evaluation of transportation systems. Topics are approached from any discipline or perspective: economics, engineering, sociology, psychology, etc. Case studies, survey and expository papers are included, as are articles which contribute to unification of the field, or to an understanding of the comparative aspects of different systems. Papers which assess the scope for technological innovation within a social or political framework are also published. The journal is international, and places equal emphasis on the problems of industrialized and non-industrialized regions. Part A''s aims and scope are complementary to Transportation Research Part B: Methodological, Part C: Emerging Technologies and Part D: Transport and Environment. Part E: Logistics and Transportation Review. Part F: Traffic Psychology and Behaviour. The complete set forms the most cohesive and comprehensive reference of current research in transportation science.
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