Modeling Spatial Mobility

In the Focus Group Modeling Spatial Mobility, Hans Fischer Senior Fellow Prof. Kelly J. Clifton (Portland University) and her host Rudolf Mößbauer Tenure Track Prof. Rolf Moeckel (TUM Department of Civil, Geo and Environmental Engineering) focus on integrated modeling of land use and transport, together with travel behavior research. This includes model development of land use, transport, and related models, such as environmental impact models, health models, and fiscal impact models. This also includes the spatial analysis of travel behavior and location choice of households and firms. The interaction between land use and transport is of special interest. Ultimately, models and spatial analyses should improve policy analysis by extending scenario capabilities and by improving model sensitivities.

Publication by the Focus Group

2021

  • Faroqi, Hamed; Moeckel, Rolf; Mesbah, Mahmoud: Temporal distribution of sociodemographic characteristics at transit stops. Transportation Planning and Technology 44 (2), 2021, 208-221 mehr…
  • Kii, Masanobu; Goda, Yuki; Vichiensan, Varameth; Miyazaki, Hiroyuki; Moeckel, Rolf: Assessment of Spatiotemporal Peak Shift of Intra-Urban Transportation Taking a Case in Bangkok, Thailand. Sustainability 13 (12), 2021, 6777 mehr…
  • Kii, Masanobu; Vichiensan, Varameth; Llorca, Carlos; Moreno, Ana; Moeckel, Rolf; Hayashi, Yoshitsugu: Impact of Decentralization and Rail Network Extension on Future Traffic in the Bangkok Metropolitan Region. Sustainability 13 (23), 2021, 13196 mehr…
  • Kuehnel, Nico; Huang, Wei-Chieh; Moeckel, Rolf: Environmental Equity Analysis in Agent-Based Transport Simulations: A Study on Causation and Exposure. Procedia Computer Science 184, 2021, 650-655 mehr…
  • Kuehnel, Nico; Ziemke, Dominik; Moeckel, Rolf: Traffic noise feedback in agent-based Integrated Land-Use/Transport Models. Journal of Transport and Land Use 14 (1), 2021 mehr…
  • Llorca, Carlos; Moeckel, Rolf: Assesment of the potential of cargo bikes and electrification for last-mile parcel delivery by means of simulation of urban freight flows. European Transport Research Review 13 (1), 2021 mehr…
  • Mahajan, Vishal; Kuehnel, Nico; Intzevidou, Aikaterini; Cantelmo, Guido; Moeckel, Rolf; Antoniou, Constantinos: Data to the people: a review of public and proprietary data for transport models. Transport Reviews, 2021, 1-26 mehr…
  • Pukhova, A.; Llorca, C.; Moreno, A.; Staves, C.; Zhang, Q.; Moeckel, R.: Flying taxis revived: Can Urban air mobility reduce road congestion? Journal of Urban Mobility 1, 2021, 100002 mehr…
  • Pukhova, Alona; Moreno, Ana Tsui; Llorca, Carlos; Huang, Wei-Chieh; Moeckel, Rolf: Agent-Based Simulation of Long-Distance Travel: Strategies to Reduce CO2 Emissions from Passenger Aviation. Urban Planning 6 (2), 2021, 271-284 mehr…
  • Zwick, Felix; Kuehnel, Nico; Moeckel, Rolf; Axhausen, Kay W.: Ride-Pooling Efficiency in Large, Medium-Sized and Small Towns -Simulation Assessment in the Munich Metropolitan Region. Procedia Computer Science 184, 2021, 662-667 mehr…
  • Zwick, Felix; Kuehnel, Nico; Moeckel, Rolf; Axhausen, Kay W.: Agent-based simulation of city-wide autonomous ride-pooling and the impact on traffic noise. Transportation Research Part D: Transport and Environment 90, 2021, 102673 mehr…

2020

  • Ahmed, Usman; Moreno, Ana Tsui; Moeckel, Rolf: Microscopic activity sequence generation: a multiple correspondence analysis to explain travel behavior based on socio-demographic person attributes. Transportation, 2020 mehr…
  • Bhaduri, Eeshan, Goswami, Arkopal and Moeckel, Rolf: How sustainable is the growth of mass transit system in developing countries – an Indian perspective. Transportation Research Procedia Volume 48, 2706-2724 2020-09, 2020 mehr…
  • Knaap, Gerrit, Engelberg, Dan, Avin, Uri, Erdogan, Sevgi, Finio, Nick, Ducca, Fred, Moeckel, Rolf, Clagget, Peter and Shahumyan, Harutyu: Modeling Sustainability Scenarios in the Baltimore – Washington Region: Implications for Methodology and Policy. Journal of the American Planning Association 86(5) 2020-02, 2020 mehr…
  • Kuehnel, Nico; Ziemke, Dominik; Moeckel, Rolf; Nagel, Kai: The end of travel time matrices: Individual travel times in integrated land use/transport models. Journal of Transport Geography 88, 2020, 102862 mehr…
  • Llorca, Carlos; Kuehnel, Nico; Moeckel, Rolf: Agent-based integrated land use/transport models: a study on scale factors and transport model simulation intervals. Procedia Computer Science 170, 2020, 733-738 mehr…
  • Llorca, Carlos; Silva, Cat; Kuehnel, Nico; Moreno, Ana; Zhang, Qin; Kii, Masanobu; Moeckel, Rolf: Integration of Land Use and Transport to Reach Sustainable Development Goals: Will Radical Scenarios Actually Get Us There? Sustainability 12 (23), 2020, 9795 mehr…
  • Moeckel, Rolf; Heilig, Michael; Hilgert, Tim; Kagerbauer, Martin: Benefits of Integrating Microscopic Land Use and Travel Demand Models: Location Choice, Time Use & Stability of Travel Behavior. Transportation Research Procedia 48, 2020, 1956-1967 mehr…
  • Moeckel, Rolf; Kuehnel, Nico; Llorca, Carlos; Moreno, Ana Tsui; Rayaprolu, Hema: Agent-Based Simulation to Improve Policy Sensitivity of Trip-Based Models. Journal of Advanced Transportation 2020, 2020, 1-13 mehr…
  • Ploetner, Kay, Rothfeld, Raoul, Shamiyeh, Michael, Kabel, Stefanie, Frank, F., Straubinger, Anna, Llorca, Carlos, Fu, Mengying, Moreno, Ana, Pukhova, Alona, Zhang, Qin, Al Haddad, Christelle, Wagner, Harry, Antoniou, Costantinos, Moeckel, Rolf: Long-term Application Potential of Urban Air Mobility Complementing Public Transport: An Upper Bavaria Example. CEAS Aeronautical Journal 11(5) 2020-08 11, 2020, 991–1007 mehr…
  • Silva, Cat; Moeckel, Rolf; Clifton, Kelly: Proof of Concept for a Grounded Theory Approach to Understanding Interactions Occurring on Bicycle Facilities. Transportation Research Record: Journal of the Transportation Research Board 2674 (10), 2020, 94-104 mehr…
  • Zhang, Shihang; Moeckel, Rolf; Moreno, Ana Tsui; Shuai, Bin; Gao, Jie: A work-life conflict perspective on telework. Transportation Research Part A: Policy and Practice 141, 2020, 51-68 mehr…

2019

  • Fadhil, Dimas Numan; Moeckel, Rolf; Rothfeld, Raoul: GIS-based Infrastructure Requirement Analysis for an Electric Vertical Take-off and Landing Vehicle-based Transportation System. Transportation Research Procedia 41, 2019, 101-103 mehr…
  • Garcia, Alfredo; Llorca, Carlos; Serra-Planelles, Jorge: Influence of peloton configuration on the interaction between sport cyclists and motor vehicles on two-lane rural roads. Journal of Transportation Safety & Security, 2019, 1-15 mehr…
  • Llorca, Carlos; Amini, Sasan; Moreno, Ana Tsui; Moeckel, Rolf: Validation of an agent-based travel demand model with floating car data. Transportation Research Procedia 37, 2019, 242-249 mehr…
  • Llorca, Carlos; Moeckel, Rolf: Effects of scaling down the population for agent-based traffic simulations. Procedia Computer Science 151, 2019, 782-787 mehr…
  • Llorca, Carlos; Moreno, Ana Tsui; Moeckel, Rolf: A tool for long-term predictions of road safety based on travel demand modeling and network characteristics. Transportation Research Procedia 41, 2019, 414-425 mehr…
  • Llorca, Carlos; Winkler, Christian; Mocanu, Tudor; Moeckel, Rolf: Long-distance and daily travel demand: integration of various travel markets and modelling approaches. Procedia Computer Science 151, 2019, 788-793 mehr…
  • Seyedabrishami, Seyedehsan; Izadi, Arash Rasa; Rayaprolu, Hema Sharanya; Moeckel, Rolf: Car ownership: A joint model for number of cars and fuel types. Transportation Research Procedia 41, 2019, 572-576 mehr…
  • Silva, Cat; Clifton, Kelly; Moeckel, Rolf: Observational method and coding framework for analyzing the functionality of unprotected bicycle lanes. Transportation Research Procedia Volume 41, 559-571 2019-11 41, 2019, 559-571 mehr…
  • Zhang, Qin; Clifton, Kelly J.; Moeckel, Rolf: Investigate an Appropriate Spatial Resolution for Large-scaled Pedestrian Travel Demand Model. Transportation Research Procedia Volume 41, 324-327 2019-11 41, 2019, 324-327 mehr…
  • Zhang, Qin; Clifton, Kelly J.; Moeckel, Rolf; Orrego-Oñate, Jaime: Household Trip Generation and the Built Environment: Does More Density Mean More Trips? Transportation Research Record: Journal of the Transportation Research Board 2019-04, 2019, 036119811984185 mehr…

2018

  • Llorca, Carlos; Ji, Joanna; Molloy, Joseph; Moeckel, Rolf: The usage of location based big data and trip planning services for the estimation of a long-distance travel demand model. Predicting the impacts of a new high speed rail corridor. Research in Transportation Economics Volume 72, 27-36 2018-12 72, 2018, 27-36 mehr…
  • Llorca, Carlos; Molloy, Joseph; Ji, Joanna; Moeckel, Rolf: Estimation of a Long-Distance Travel Demand Model using Trip Surveys, Location-Based Big Data, and Trip Planning Services 2018-06. Transportation Research Record: Journal of the Transportation Research Board 2672 (47), 2018, 103-113 mehr…
  • Moeckel, Rolf: Integrated Transportation and Land Use Models. Transportation Research Board, 2018 mehr…
  • Moeckel, Rolf; Llorca Garcia, Carlos; Moreno Chou, Ana Tsui; Okrah, Matthew Bediako: Trends in integrated land use/transport modeling: An evaluation of the state of the art. Journal of Transport and Land Use 11(1) 2018-07 11 (1), 2018 mehr…
  • Moreno, Ana T.; Michalski, Andrzej; Llorca, Carlos; Moeckel, Rolf: Shared Autonomous Vehicles Effect on Vehicle-Km Traveled and Average Trip Duration. Journal of Advanced Transportation 8969353 2018-05 2018, 2018, 1-10 mehr…
  • Moreno, Ana; Moeckel, Rolf: Population Synthesis Handling Three Geographical Resolutions. ISPRS International Journal of Geo-Information 7 (5), 2018, 174 mehr…

2017

  • Ana Tsui Moreno, Rolf Möckel: A framework to respect travel time budgets as constraint for microscopic destination choice modeling. Proceddings of the 96th Annual Meeting Transportation Research Board, 2017 mehr…
  • Hale, D. K; Mahmassani, H.; Paz, A.; Moreno, Ana Tsui; Ozkul, S.; Huang, Z.: Dynamic Lane Grouping Analytical Methods for Signalized Intersections. 96th Annual Meeting of the Transportation Research Board 2017-01, 2017 mehr…
  • Llorca, Carlos; Moreno, Ana Tsui; Moeckel, Rolf: Effects of Shared Autonomous Vehicles on the Level of Service in the Greater Munich Metropolitan Area. International Conference on Intelligent Transport Systems in Theory and Practice, mobil.TUM 2017-07 (Transportation Research Procedia), 2017 mehr…
  • M. Gasulla; A. Garcia; C. Llorca: Headway Acceptance Decisions on Single-Lane Roundabouts in Spain: Critical and Follow-Up Headway. 96th Annual Meeting of the Transportation Research Board, 2017 mehr…
  • Miramontes, Montserrat; Pfertner, Maximilian; Rayaprolu, Hema Sharanya; Schreiner, Martin; Wulfhorst, Gebhard: Impacts of a multimodal mobility service on travel behavior and preferences: user insights from Munich’s first Mobility Station. Transportation 44 (6), 2017, 1325-1342 mehr…
  • Moeckel, Rick Donnelly and Rolf: Statewide and Megaregional Travel Forecasting Models: Freight and Passenger. Transportation Research Board, 2017 mehr…
  • Moeckel, Rolf: Working from Home: Modeling the Impact of Telework on Transportation and Land Use. Transportation Research Procedia Volume 26,207-214 2017-08 26, 2017, 207-214 mehr…
  • Moeckel, Rolf: Modeling the Impact of Communications Technologies on Travel Behavior and Land Use. Transportation Research Record Journal of the Transportation Research Board 2658(1):8-16 2017-01 2658 (1), 2017, 8-16 mehr…
  • Moeckel, Rolf; Donnelly, Rick: Mega-region modeling on the rise: how statewide models morph into mega-region models. 96th Annual Meeting of the Transportation Research Board 2017-01, 2017 mehr…
  • Moeckel, Rolf; Huntsinger, Leta; Donnelly, Rick: From Macro to Microscopic Trip Generation: Representing Heterogeneous Travel Behavior. The Open Transportation Journal 11(1):31-43 2017-03 11 (1), 2017, 31-43 mehr…
  • Moeckel, Rolf; Lewis, Rebecca: Two decades of smart growth in Maryland (U.S.A): impact assessment and future directions of a national leader. Urban, Planning and Transport Research Volume 5, Issue 1 2017-03 5 (1), 2017, 22-37 mehr…
  • Molloy, Joseph; Moeckel, Rolf: Automated design of gradual zone systems. Open Geospatial Data, Software and Standards 2017-02 2 (1), 2017 mehr…
  • Molloy, Joseph; Moeckel, Rolf: Improving Destination Choice Modeling Using Location-Based Big Data. ISPRS Int. J. Geo-Inf. 6(9), 291 2017-09 6 (9), 2017, 291 mehr…
  • Moreno, Ana Tsui: Operational Criteria for Spanish Two-Lane Highways: Passing and Alignment Considerations. 96th Annual Meeting of the Transportation Research Board, 2017 mehr…
  • Moreno, Ana Tsui; Moeckel, Rolf: A Framework to Respect Travel Time Budgets as Constraint for Microscopic Destination Choice Modeling. 96th Annual Meeting of the Transportation Research Board 2017-01, 2017 mehr…
  • Moreno, C. Llorca, and A. Garcia: Design and marking criteria for passing zones in two-lane highways. Carretera Magazine 214, 2017 mehr…
  • S. Torres, C. Llorca; A. Garcia: Operating Speed of Sport Cyclists on Two-Lane Rural Roads. 96th Annual Meeting of the Transportation Research Board, 2017 mehr…
  • Shahumyan, Harutyun; Williams, Brendan; Knaap, Gerrit; Ustaoglu; Eda Ustaoglu; Moeckel, Rolf: Coupling distinct models to inform integrated urban development policy decisions: international applications. Social Simulations Conference 2017-09, 2017 mehr…

2016

  • A. Lenorzer, and A. T. Moreno: Simulation of Rural Highways with Aimsun. ISEHP, 2016 mehr…
  • A. T. Moreno; C. Llorca; A. Garcia: Metodología para analizar la funcionalidad del tráfico en carreteras convencionales en España. 2016 mehr…
  • Dawkins, Casey; Moeckel, Rolf: Transit-Induced Gentrification: Who Will Stay, and Who Will Go? Housing Policy Debate 26(4-5):1-18 2016-04 26 (4-5), 2016, 801-818 mehr…
  • Di Yang; Rolf Moeckel; Daniel Engelberg; Fred Ducca: Planning for Sustainability at the Regional Level: An Integrated Transportation, Land Use and Environment Modeling System. 14th World Conference on Transport Research 2016-07, 2016 mehr…
  • H. Shahumyan, R. Moeckel, P. Claggett, and F. Ducca: Integration of Land Use and Land Cover Models: Linking Two Siblings to Improve Simulation of Location Choice. 8th International Congress on Environmental Modelling and Software 2016-07, 2016 mehr…
  • Lenorzer, Annique; Moreno, Ana Tsui; Llorca, Carlos: Microscopic model for two-lane rural models and its application. European Transport Conference 2016-11, 2016 mehr…
  • Llorca, Carlos; Farah, Haneen: Passing Behavior on Two-Lane Roads in Real and Simulated Environments. Transportation Research Record: Journal of the Transportation Research Board 2556 (1), 2016, 29-38 mehr…
  • Llorca, Carlos; Garcia, Alfredo; Moreno, Ana Tsui: Modelling vehicles acceleration during overtaking manoeuvres. IET Intelligent Transport Systems 10 (3), 2016, 206-215 mehr…
  • M. B. Okrah; G. Wulfhorst; R. Moeckel: Finding the optimal level of spatial resolution for handling non-motorized travel in macroscopic travel demand models. 14th World Conference on Transport Research 2016-07, 2016 mehr…
  • Martin-Gasulla, Marilo; Garcia, Alfredo; Moreno, Ana Tsui; Llorca, Carlos: Capacity and Operational Improvements of Metering Roundabouts in Spain. Transportation Research Procedia 15, 2016, 295-307 mehr…
  • Martin-Gasulla, Marilo; García, Alfredo; Moreno, Ana Tsui: Benefits of Metering Signals at Roundabouts with Unbalanced Flow: Patterns in Spain. Transportation Research Record: Journal of the Transportation Research Board 2585 (1), 2016, 20-28 mehr…
  • Moeckel, Rolf: Constraints in household relocation: Modeling land-use/transport interactions that respect time and monetary budgets. Journal of Transport and Land Use, 10(1) 2016-01, 2016 mehr…
  • Moeckel, Rolf; Donnelly, Rick: A model for national freight flows, distribution centers, empty trucks and urban truck movements. Transportation Planning and Technology 39(7):1-19 2016-08 39 (7), 2016, 693-711 mehr…
  • Moeckel, Rolf; Nagel, Kai: Maintaining Mobility in Substantial Urban Growth Futures. Transportation Research Procedia 19, 2016, 70-80 mehr…
  • Moreno, Ana T.; Llorca, Carlos; Washburn, Scott S.; Bessa, José E.; Hale, David K.; Garcia, Alfredo: Modification of the Highway Capacity Manual two-lane highway analysis procedure for Spanish conditions. Journal of Advanced Transportation 50 (8), 2016, 1650-1665 mehr…
  • Moreno, Ana Tsui; Llorca, Carlos; Garcia, Alfredo: Diseño de zonas de adelantamiento para la mejora de la seguridad y la funcionalidad de carreteras convencionales. Fundación de la Asociación Española de la Carretera, 2016 mehr…
  • Moreno, Ana Tsui; Llorca, Carlos; Garcia, Alfredo: Operational Impact of Horizontal and Vertical Alignment of Two-Lane Highways. Transportation Research Procedia 15, 2016, 319-330 mehr…
  • Okrah, Matthew Bediako: Evaluation of Methods for Estimation of Intrazonal Travel Impedances. Transportation Research Record: Journal of the Transportation Research Board 2563 (1), 2016, 114-121 mehr…
  • Okrah, Matthew Bediako: Handling Non-Motorized Trips in Travel Demand Models. In: Sustainable Mobility in Metropolitan Regions. Springer Fachmedien Wiesbaden, 2016 mehr…
  • Rolf Moeckel; Di Yang: Car Ownership and the Impact of Built Environment, Demographics and Transport Systems. Journal of Civil Engineering and Architecture 10 587-595 2016-05 10 (5), 2016 mehr…
  • Shahumyan, Harutyun; Moeckel, Rolf: Integration of land use, land cover, transportation, and environmental impact models: Expanding scenario analysis with multiple modules. Environment and Planning B Planning and Design 44(3) 2016-05 44 (3), 2016, 531-552 mehr…
  • Ziemke, Dominik; Nagel, Kai; Moeckel, Rolf: Towards an Agent-based, Integrated Land-use Transport Modeling System. Procedia Computer Science Volume 83, 958-963 2016-05 83, 2016, 958-963 mehr…

2015

  • Moeckel, Rolf; Donnelly, Rick: Gradual rasterization: redefining spatial resolution in transport modelling. Environment and Planning B: Planning and Design Volume 42, Issue 5 2015-01, 2015 mehr…