Integrated land use and transportation interaction: a temporal GIS exploratory data analysis approach

Abstract Land use and transportation interaction is a complex, dynamic process. Many models have been used to study this interaction process during the past several decades. Empirical studies suggest that land use and transportation interaction patterns can be highly variable between geographic areas and at different spatial and temporal scales. This paper presents a temporal geographic information systems (GIS) design that offers exploratory data analysis capabilities to interactively examine land use and transportation interaction at user-specified spatial and temporal scales. A spatiotemporal interaction framework, implemented with temporal GIS databases, provides a foundation for the development of spatiotemporal analysis functions to systematically explore land use and transportation interaction.

[1]  Ming Zhang,et al.  The Second Generation of the California Urban Futures Model. Part 2: Specification and Calibration Results of the Land-Use Change Submodel , 1998 .

[2]  Lixin Yu,et al.  Geographic Information Systems , 1999 .

[3]  M. Hill,et al.  Spatial information for land use management , 2000 .

[4]  W. G. Hansen How Accessibility Shapes Land Use , 1959 .

[5]  Donald J Dailey,et al.  Seattle smart traveler: dynamic ridematching on the World Wide Web , 1999 .

[6]  May Yuan,et al.  Use of a Three‐Domain Repesentation to Enhance GIS Support for Complex Spatiotemporal Queries , 1999, Trans. GIS.

[7]  Poulicos Prastacos,et al.  An Integrated Land-Use—Transportation Model for the San Francisco Region: 1. Design and Mathematical Structure , 1986 .

[8]  Harvey J. Miller,et al.  Geographic information system design for network equilibrium-based travel demand models , 1996 .

[9]  N. Levine,et al.  Using GIS to improve highway safety , 1996 .

[10]  Tschangho John Kim,et al.  A combined land use-transportation model when zonal travel demand is endogenously determined , 1983 .

[11]  Michael L. Henderson,et al.  METHODOLOGY FOR ASSESSING LOCAL LAND USE IMPACTS OF HIGHWAYS , 1990 .

[12]  Poulicos Prastacos An Integrated Land-Use-Transportation Model for the San Francisco Region: 2. Empirical Estimation and Results , 1986 .

[13]  Paul Schonfeld,et al.  Geographic Information System–Based Analysis of Right-of-Way Cost for Highway Optimization , 2000 .

[14]  Peter A. Rogerson,et al.  Spatial Analysis and GIS , 1994 .

[15]  Dfl Dorling,et al.  Geographic Information Research: Bridging the Atlantic , 1996 .

[16]  Torsten Hägerstraand WHAT ABOUT PEOPLE IN REGIONAL SCIENCE , 1970 .

[17]  G. Langran Time in Geographic Information Systems , 1990 .

[18]  Richard L. Church,et al.  Modelling Community Evacuation Vulnerability Using GIS , 1997, Int. J. Geogr. Inf. Sci..

[19]  W. Alonso Location And Land Use , 1964 .

[20]  Donna Peuquet,et al.  An Event-Based Spatiotemporal Data Model (ESTDM) for Temporal Analysis of Geographical Data , 1995, Int. J. Geogr. Inf. Sci..

[21]  John W. Tukey,et al.  Exploratory Data Analysis. , 1979 .

[22]  G. Langran,et al.  A Framework For Temporal Geographic Information , 1988 .

[23]  Frank Southworth,et al.  A TECHNICAL REVIEW OF URBAN LAND USE: TRANSPORTATION MODELS AS TOOLS FOR EVALUATING VEHICLE TRAVEL REDUCTION STRATEGIES , 1995 .

[24]  David E. Boyce,et al.  A Framework for Constructing Network Equilibrium Models of Urban Location , 1980 .

[25]  Michael Zeiler,et al.  Modeling our world : the ESRI guide to geodatabase design , 1999 .

[26]  Nico Van de Weghe,et al.  Development of a data model for spatio-temporal information , 2003 .

[27]  P. Jankowski,et al.  Integration of GIS-Based Suitability Analysis and Multicriteria Evaluation in a Spatial Decision Support System for Route Selection , 1994 .

[28]  Xudong Jia,et al.  A FRAMEWORK FOR INTEGRATING GIS-T WITH KBES: A PAVEMENT MANAGEMENT SYSTEM EXAMPLE , 1995 .

[29]  C. D. Harris,et al.  The Nature of Cities , 1945, The Urban Geography Reader.

[30]  J. Landis,et al.  The Second Generation of the California Urban Futures Model. Part 1: Model Logic and Theory , 1998 .

[31]  T. J. Kim,et al.  Integrated Urban Systems Modeling: Theory and Applications , 1989 .

[32]  M. Batty,et al.  Advances in urban systems modelling , 1986 .

[33]  Reginald R. Souleyrette,et al.  Geographic Information System-Based Transportation Forecast Model for Small Urbanized Areas , 1996 .

[34]  Mark P. Haselkorn,et al.  SEATTLE SMART TRAVELER , 1996 .

[35]  S. Kotsopoulos,et al.  Design and Development , 2015 .

[36]  Basil Sansom,et al.  The second generation , 1963 .

[37]  G. Guiliano Land Use Impacts of Transportation Investments - Highway and Transit , 2004 .

[38]  D. Boyce Network Equilibrium Models of Urban Location and Travel Choices: A New Research Agenda , 1990 .

[39]  Walter Isard,et al.  New frontiers in regional science , 1990 .

[40]  G. Giuliano LAND USE IMPACTS OF TRANSPORTATION INVESTMENTS: HIGHWAY AND TRANSIT , 1986 .

[41]  D. Peuquet It's About Time: A Conceptual Framework for the Representation of Temporal Dynamics in Geographic Information Systems , 1994 .

[42]  M Fajans,et al.  THE LAND USE AND URBAN DEVELOPMENT IMPACTS OF BELTWAYS , 1980 .

[43]  Michael Zeiler Exploring ArcObjects : GIS by ESRI , 2001 .

[44]  S. Hanson,et al.  The Geography Of Urban Transportation , 1986 .

[45]  Eric J. Miller,et al.  Integrated Urban Models for Simulation of Transit and Land-Use Policies , 1998 .

[46]  I. S. Lowry A model of metropolis , 1964 .

[47]  A. Anas Residential location markets and urban transportation : economic theory, econometrics, and policy analysis with discrete choice models , 1982 .

[48]  Torsten Hägerstrand,et al.  What about people in Regional Science? , 1970 .

[49]  Andrew Bolton Design and development , 1999 .

[50]  H. Miller,et al.  Geographic Information Systems for Transportation: Principles and Applications , 2001 .

[51]  Max J. Egenhofer,et al.  Spatial and temporal reasoning in geographic information systems , 1998 .

[52]  Alan Wilson,et al.  Entropy in urban and regional modelling , 1972, Handbook on Entropy, Complexity and Spatial Dynamics.

[53]  M. Wegener,et al.  Land-Use Transport Interaction: State of the Art , 2004 .

[54]  C Ding The GIS-Based Human-Interactive TAZ Design Algorithm: Examining the Impacts of Data Aggregation on Transportation-Planning Analysis , 1998 .

[55]  Robin J. Leatherbarrow,et al.  On to the second generation , 1990, Nature.

[56]  Michael F. Worboys,et al.  Object-Oriented Approaches to Geo-Referenced Information , 1994, Int. J. Geogr. Inf. Sci..

[57]  Stan Openshaw,et al.  Two exploratory space-time-attribute pattern analysers relevant to GIS , 1994 .

[58]  David T Hartgen,et al.  GEOGRAPHIC INFORMATION SYSTEMS APPLICATIONS TO TRANSPORTATION CORRIDOR PLANNING , 1994 .

[59]  Zhong-Ren Peng,et al.  DESIGN AND DEVELOPMENT OF INTERACTIVE TRIP PLANNING FOR WEB-BASED TRANSIT INFORMATION SYSTEMS , 2000 .

[60]  Jiawei Han,et al.  Geographic Data Mining and Knowledge Discovery , 2001 .