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Synthetic Population Generation at Disaggregated Spatial Scales for Land Use and Transportation Microsimulation
12 references·16 citing·45 second hop
Synthetic Population Generation at Disaggregated Spatial Scales for Land Use and Transportation Microsimulation (2014)Synthetic Population Generation at Disagg…Simulation based population synthesis (2013)Simulation based population s…Estimating Dynamic Workplace Capacities by Means of Public Transport Smart Card Data and Household Travel Survey in Singapore (2013)Estimating Dynamic Workplace …Synthetic Population Generation Without a Sample (2012)Synthetic Population Generati…Traffic Simulation with DynaMIT (2010)Traffic Simulation with DynaM…Methodology to Match Distributions of Both Household and Person Attributes in Generation of Synthetic Populations (2009)Methodology to Match Distribu…MATSim-T (2009)MATSim-TImproving the Synthetic Data Generation Process in Spatial Microsimulation Models (2009)Improving the Synthetic Data …Urban Land Use, Transport and Environment Models (2007)Urban Land Use, Transport and…Population Synthesis for Microsimulating Travel Behavior (2007)Population Synthesis for Micr…ILUTE: An Operational Prototype of a Comprehensive Microsimulation Model of Urban Systems (2005)ILUTE: An Operational Prototy…UrbanSim: Modeling Urban Development for Land Use, Transportation, and Environmental Planning (2002)UrbanSim: Modeling Urban Deve…Creating synthetic baseline populations (1996)Creating synthetic baseline p…Large-scale activity-based demand generation modeling: A literature review and exploration of potential approaches (2025)Large-scale activity-based de…Enhancing geospatial retail analysis by integrating synthetic human mobility simulations (2023)Enhancing geospatial retail a…A deep generative model for feasible and diverse population synthesis (2023)A deep generative model for f…Generation of Synthetic Populations in Social Simulations: A Review of Methods and Practices (2022)Generation of Synthetic Popul…framework to generate virtual cities as sandboxes for land use-transport interaction models (2021)framework to generate virtual…Creating spatially-detailed heterogeneous synthetic populations for agent-based microsimulation (2021)Creating spatially-detailed h…Comparing Methods for Generating a Two-Layered Synthetic Population (2020)Comparing Methods for Generat…Connected Population Synthesis for Transportation Simulation (2019)Connected Population Synthesi…A Critical Review on Population Synthesis for Activity- and Agent-Based Transportation Models (2019)A Critical Review on Populati…Uncertainty analysis of an activity-based microsimulation model for Singapore (2018)Uncertainty analysis of an ac…Population Synthesis Handling Three Geographical Resolutions (2018)Population Synthesis Handling…Gen*: a generic toolkit to generate spatially explicit synthetic populations (2018)Gen*: a generic toolkit to ge…An integrated microsimulation approach to land-use and mobility modeling (2018)An integrated microsimulation…An efficient hierarchical model for multi-source information fusion (2018)An efficient hierarchical mod…A Spatial Latent Profile Analysis to Classify Land Uses for Population Synthesis Methods in Travel Demand Forecasting (2018)A Spatial Latent Profile Anal…A hierarchical mixture modeling framework for population synthesis (2018)A hierarchical mixture modeli…An evaluation of the combinatorial optimisation approach to the creation of synthetic microdata (2000)SimBritain: a spatial microsimulation approach to population dynamics (2005)Geodemographics, GIS and Neighbourhood Targeting (2007)An Iterative Approach for Generating Statistically Realistic Populations of Households (2010)A review of current methods to generate synthetic spatial microdata using reweighting and future directions (2012)‘Truncate, replicate, sample’: A method for creating integer weights for spatial microsimulation (2013)Conditional logit analysis of qualitative choice behavior (1972)Discrete Choice Analysis: Theory and Application to Travel Demand. 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A deep generative modeling approach to population synthesis (2019)Synthetic population and travel demand for Paris and Île-de-France based on open and publicly available data (2021)Urban and regional models in geography and planning (1975)Generating a Synthetic Population of Individuals in Households: Sample-Free Vs Sample-Based Methods (2013)Entropy in urban and regional modelling (2021)ALBATROSS : a learning based transportation oriented simulation system (2000)Overview of Land Use Transport Models (2004)From Macro to Micro—How Much Micro is too Much? (2011)The future of mobility in cities: Challenges for urban modelling (2012)Impact of urban planning on household's residential decisions: An agent-based simulation model for Vienna (2013)CONGESTION THEORY AND TRANSPORT INVESTMENT (1969)A Structural Model of Peak-Period Congestion: A Traffic Bottleneck with Elastic Demand (1993)Observing the rhythms of daily life: A six-week travel diary (2002)Nash Equilibria and the Price of Anarchy for Flows over Time (2010)Modeling the impacts of public transport reliability and travel information on passengers’ waiting-time uncertainty (2014)Representing pedestrian activity in travel demand models: Framework and application (2016)Measuring segregation: an activity space approach (2010)
this work references cited by second hop

References

  • 2002UrbanSim: Modeling Urban Development for Land Use, Transportation, and Environmental Planning1,216 cited
  • 1996Creating synthetic baseline populations491 cited
  • 2005ILUTE: An Operational Prototype of a Comprehensive Microsimulation Model of Urban Systems328 cited
  • 2009MATSim-T224 cited
  • 2013Simulation based population synthesis191 cited
  • 2007Population Synthesis for Microsimulating Travel Behavior175 cited
  • 2012Synthetic Population Generation Without a Sample160 cited
  • 2009Methodology to Match Distributions of Both Household and Person Attributes in Generation of Synthetic Populations133 cited
  • 2009Improving the Synthetic Data Generation Process in Spatial Microsimulation Models96 cited
  • 2007Urban Land Use, Transport and Environment Models90 cited
  • 2010Traffic Simulation with DynaMIT65 cited
  • 2013Estimating Dynamic Workplace Capacities by Means of Public Transport Smart Card Data and Household Travel Survey in Singapore29 cited

Cited by

  • 2018A hierarchical mixture modeling framework for population synthesis61 cited
  • 2022Generation of Synthetic Populations in Social Simulations: A Review of Methods and Practices57 cited
  • 2020

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Comparing Methods for Generating a Two-Layered Synthetic Population
47 cited
  • 2018Population Synthesis Handling Three Geographical Resolutions46 cited
  • 2018An integrated microsimulation approach to land-use and mobility modeling39 cited
  • 2023A deep generative model for feasible and diverse population synthesis37 cited
  • 2019Connected Population Synthesis for Transportation Simulation35 cited
  • 2018Gen*: a generic toolkit to generate spatially explicit synthetic populations33 cited
  • 2018An efficient hierarchical model for multi-source information fusion31 cited
  • 2021Creating spatially-detailed heterogeneous synthetic populations for agent-based microsimulation31 cited
  • 2018Uncertainty analysis of an activity-based microsimulation model for Singapore15 cited
  • 2019A Critical Review on Population Synthesis for Activity- and Agent-Based Transportation Models14 cited
  • 2021framework to generate virtual cities as sandboxes for land use-transport interaction models10 cited
  • 2018A Spatial Latent Profile Analysis to Classify Land Uses for Population Synthesis Methods in Travel Demand Forecasting9 cited
  • 2023Enhancing geospatial retail analysis by integrating synthetic human mobility simulations8 cited
  • 2025Large-scale activity-based demand generation modeling: A literature review and exploration of potential approaches8 cited