Parking is often overlooked by urban researchers even though parking consumes large proportions of a city's physical footprint and imposes a significant impediment to more sustainable travel. Underpinning this lack of attention is suitable data and methods capable of capturing the complex dynamics of parking. Here we redress this gap by drawing on an emergent source of parking data and deploying empirical techniques to unpack this complexity. Data from 3542 on-street parking sensors observed over a 9-year period are used to delineate the first typology of parking routines before using a fixed-effects logistic regression model to explain how nearby land-use types and land-use mix shapes tempo and timing of parking utilisation. The benefit of our approach lies in its capacity to discriminate broad types of temporal rhythms associated with parking dynamics at particular places, how these change over time and how these rhythms are associated with different types and mixes of nearby land use. This knowledge is important to inform policies seeking to optimise the use of on-street parking and invoke more sustainable patterns of mobility.
机构:
State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, Guiyang
Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Gui’an New Area University Town, GuizhouState Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, Guiyang
Tu C.
Liu C.
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State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, GuiyangState Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, Guiyang
Liu C.
Quine T.A.
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机构:
School of Geography, College of Life and Environmental Sciences, Hatherly Laboratory, University of Exeter, Exeter, EX4 4PS, DevonState Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, Guiyang
Quine T.A.
Jones M.W.
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机构:
School of Geography, College of Life and Environmental Sciences, Hatherly Laboratory, University of Exeter, Exeter, EX4 4PS, DevonState Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, Guiyang
Jones M.W.
Liu T.
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机构:
State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, GuiyangState Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, Guiyang
Liu T.
Li L.
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State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, GuiyangState Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, Guiyang
Li L.
Liu W.
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机构:
Key Laboratory of Shale Gas and Geoengineering, Institute of Geology and Geophysics, Chinese Academy of Sciences, BeijingState Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences, Guiyang
机构:
State Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of Sciences
School of Geography, College of Life and Environmental Sciences, Hatherly Laboratory, University of ExeterState Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of Sciences
Chenglong Tu
Congqiang Liu
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机构:
State Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of SciencesState Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of Sciences
Congqiang Liu
Timothy A.Quine
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机构:
Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical UniversityState Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of Sciences
Timothy A.Quine
Matthew William Jones
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机构:
Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical UniversityState Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of Sciences
Matthew William Jones
Taoze Liu
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机构:
State Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of SciencesState Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of Sciences
Taoze Liu
Longbo Li
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机构:
State Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of SciencesState Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of Sciences
Longbo Li
Wenjing Liu
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机构:
Key Laboratory of Shale Gas and Geoengineering, Institute of Geology and Geophysics, Chinese Academy of SciencesState Key Laboratory of Environmental Geochemistry,Institute of Geochemistry, Chinese Academy of Sciences