GIS-based multi-criteria railway design with spatial environmental considerations
Railway design is complex and closely linked to environmental concerns. To solve this problem, a two-stage method considering three categories of environmental factors (topography, ecology and geology) is proposed and demonstrated by being applied to a real-world case in China. The first stage focus...
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Veröffentlicht in: | Applied geography (Sevenoaks) 2021-06, Vol.131, p.102449, Article 102449 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Railway design is complex and closely linked to environmental concerns. To solve this problem, a two-stage method considering three categories of environmental factors (topography, ecology and geology) is proposed and demonstrated by being applied to a real-world case in China. The first stage focuses on environmental impact assessment. An elevation accessibility map is generated by determining railway spatially-reachable ranges. Then, the three categories of environmental factors are divided into 12 sub-factors and their spatial relations with railways are analyzed using a GIS. After that, an environmental suitability map is produced by combining the influences of these sub-factors with a multi-criteria analytical hierarchy process. The second stage focuses on automated railway design. The study area is first narrowed based on the two maps to determine feasible search spaces. Then, a distance transform algorithm is customized to search for railway alignments. During the search, a multi-criteria tournament decision method is integrated to optimize alignment solutions. Lastly, the application results of our two-stage method are analyzed. The outcomes reveal that the two environment-related maps provide effective descriptions of the study area. Through comparisons between the computer-generated railway and the best alternative produced by experienced designers, improvements of our method are also discussed.
•A two-stage method is proposed for solving multi-criteria railway design problems.•The first stage generates an elevation accessibility map of railway spatially-reachable ranges.•A railway suitability map is produced with GIS and AHP on the influences of 12 environmental factors.•The second stage incorporates a MTD into a LCP algorithm to solve the MCDM problem.•The two-stage method shows significant improvements over traditional methods in a complex actual case. |
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ISSN: | 0143-6228 1873-7730 |
DOI: | 10.1016/j.apgeog.2021.102449 |