从空间交互数据探索可达性:对美国连续航空运输系统中基本航空服务(EAS)计划的评估

Yongha Park, M. O’Kelly
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引用次数: 11

摘要

本文主要关注位于小而地理上孤立的社区的机场的可达性。具体而言,本文进行了敏感性分析,以获得应用于经验航空旅客旅行数据的空间相互作用模型参数的变化率,并对重点关注受基本航空服务计划补贴的地方机场的结果进行了解释。本文针对美国航空运输系统中的各个机场,开发了一种基于经验旅行的可达性度量方法。这一措施使我们能够捕捉到小型机场的独特作用,这些机场主要是作为附近城市的区域联盟和通过主要枢纽到大陆规模连接的长途旅行的入口。我们观察了机场之间可达性的地理和时间变化,考虑到外部因素,包括航空公司路由方案的动态,以及全球和当地环境。在当地机场,由于可用的连接很少,它们对乘客旅程长度的影响很大。在现有的补贴项目评估中,这一问题受到的关注较少。此外,我们还探讨了具有类似可达性条件的非补贴地方机场的地理分布。本文通过显示可达性得分的变化率在最近的国家航空旅客数据中基本稳定来增强先前的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring accessibility from spatial interaction data: An evaluation of the Essential Air Service (EAS) program in the contiguous US air transport system
This paper is primarily concerned with the accessibility of airports located in small and geographically isolated communities. Specifically, it carries out a sensitivity analysis to derive rates of change for the parameters of a spatial interaction model applied to empirical air passenger trip data, and interprets the results focusing on the local airports subsidized by the Essential Air Service program. An empirical trip based accessibility measure is developed for individual airports in the contiguous US air transportation system. The measure enables us to capture the distinctive roles of small airports, which primarily function as regional associates of nearby cities and entrances for long-haul trips via major hub(s) to continental-scale connections. We observe the geographic and temporal variability of accessibility among airports, regarding the external factors including the dynamics of air carriers’ routing schemes, as well as global and local circumstances. Their impacts on passenger journey lengths are substantial at the local airports due to the few available connections. This issue has received less attention in existing subsidy program assessments. Furthermore, we explore the geographic distribution of non-subsidized local airports showing similar accessibility conditions. This paper enhances prior development by showing that the rates of change in accessibility scores are largely stable over recent national air passenger data.
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