Faculty introducing guest lecturer.

Faculty Research

Faculty Research

Our faculty members provide students with the tools they need to thrive after graduation because of their own passion for planning, GIS, and design research.

Research informs teaching and brings the real-world impact of our faculty and students to classroom discussions and student assignments. 

The School's faculty have expertise in economic development, land use planning, environmental and health planning, urban design, housing and community development, transportation planning, geographic information systems, and urban analytics. They've worked with non-profit, governmental, and for-profit agencies and organizations around Atlanta, other cities in the US, and internationally. 

If you would like to get involved in a research project, please talk to one of the program directors, the research center or research lab directors, or to the chair.

The screen grab of a map from the tracker highlighting eviction counts by county in a map of Atlanta.

Partnership Launches Atlanta Region Eviction Tracker

with Federal Reserve Bank of Atlanta, Atlanta Regional Commission, and CSPAV

Several partnering organizations in Atlanta came together to create a database of eviction filings. Their goal is to provide information to constituents and decision makers about the state of eviction-related housing instability, particularly in the context of the Covid-19 pandemic.

This project was led by Elora Lee Raymond, Assistant Professor in the School of City and Regional Planning; the Center for Spatial Planning Analytics and Visualization (CSPAV); the Federal Reserve Bank of Atlanta; and the Atlanta Regional Commission.

View from the Covid-19 Risk Calculator data dashboard.

County-Level Calculator Estimates Risk of Covid-19 Exposure

An interactive dashboard that estimates Covid-19 incidence at gatherings in the U.S. has added a new feature: the ability to calculate county-level risk of attending an event with someone actively infected with Coronavirus (Covid-19). Previously, the dashboard estimated exposure for different size events by state.

Since April, Assistant Professor Clio Andris and her Friendly Cities Lab have worked with Joshua Weitz, professor in the School of Biological Sciences, to create a Covid-19 model that accounted for spatial interaction.

Active & Recent Research Grants

Our faculty members are responsible for an average of more than $3 million per year of externally funded research and are widely sought after to advise on many issues. 

Brian Stone’s Hazards SEES: Enhancing Emergency Preparedness for Critical Infrastructure Failure During Extreme Heat Events project is funded by the NSF from 2015-2020 for $2,349,000.

Nancey Green Leigh has an NSF funded project, NRI: Workers, Firms, and Industries in Robotic Regions, from 2016-2020 totaling $784,887. Dr. Leigh also was awarded a new NSF grant, NRI: FND: Barriers and Solutions for Small and Medium-Sized Manufacturers’ Collaborative Robot Adoption from 2020-2023 for $749,958.

Subhro Guhathakurta is working on a Community Foundation for Greater Atlanta grant, HouseATL Project Pipeline Dashboard, from 2020-2021 for $30,000.

Nisha Botchwey had a 2016-2019 grant from the University of California $465,882 for the Physical Activity Research Center.

Michael Elliott worked on Women's Action Towards Climate Resilience for Urban Poor in South Asia, funded by the Mahila Housing Sewa Trust from 2016-2019 for $92,749.53.

Mike Dobbins was funded by the Powder Springs Downtown Development Authority for $11,000 during the 2018-2019 academic year for Creating a Corridor Design Plan in the Context of Comprehensive Framework Planning.

Andris, Clio, Liu, X., Mitchell, J., O'Dwyer, J., Van Cleve, J. (2019). Threads across the urban fabric: Youth mentorship relationships as neighborhood bridges Journal of Urban Affairs.

Andris, Clio, Dipto, S., Chapman, C., & Sengupta, R. (2019). Metrics for characterizing network structure and node importance in Spatial Social Networks International Journal of Geographical Information Science.

Andris, Clio, Liu, X., & Rahimi, S. (2019). Place niche and its regional variability: Measuring spatial context patterns for points of interest with representation learning Computers, Environment, and Urban Systems.

Botchwey, Nisha, Guhathakurta, Subhrajit, Zhang, G., & Zhang, W. (2019). Development of a flow-based planning support system based on open data for the City of Atlanta Environment and Planning B: Urban Analytics and City Science.

Botchwey, Nisha, Johnson, N., O’Connell, K., & Kim, A. (2019) Including Youth in the Ladder of Citizen Participation Journal of the American Planning Association.

Botchwey, Nisha, Koo, B.W., & Boyd, N. (2019) Environmental Equity and Spatiotemporal Patterns of Urban Tree Canopy in Atlanta Journal of Planning Education and Research

Botchwey, Nisha, Servadio, J., Lawal, A., Davis, T., Bates, J., Russell, A., Ramaswami, A., &  Convertino, M. (2019). Demographic Inequities in Health Outcomes and Air Pollution Exposure in the Atlanta Area and its Relationship to Urban Infrastructure Journal of Urban Health.

Dunham-Jones, Ellen, Alawamleh, Y., Ashok, R.S., Dave, N., Duan, R., Ghosh, D., Huang, S., Johnson, J., Li, S., Ma, H., Moo-Young, T., Majid, M., Oh, Y., Siodmok, N., & Xu, J. (2019). Equitable, Ecological, Transit-Oriented Development Georgia Tech.

Fuentes, Alberto. (2019). The divergent logics of industrial change: a comparison of export-cheese processors in Nicaragua Socio-Economic Review.

 Fuentes, Alberto. (2019). Ideology, Expertise, and Industrial Transformations with Mutual Gains: Developmental Professionals in Nicaragua’s Cheese Industry Latin American Research Review.

Fuentes, Alberto & Pipkin, S. (2019). Neither synthesis nor rivalry: Complementary policy models and technological learning in the Mexican and Brazilian petroleum and automotive industries Business and Politics.

Leigh, Nancey Green & Lee, H. (2019). Evaluation of Implementation Strategies of On-site Water Conserving Technologies in Three Urban Neighborhoods Georgia Institute of Technology.

Leigh, Nancey Green & Lee, H. (2019). Sustainable and Resilient Urban Water Systems: The Role of Decentralization and Planning Sustainability.

Ross, Catherine L. & Wang, F. (2019). New potential for multimodal connection: exploring the relationship between taxi and transit in New York City (NYC) Transportation.

Stiftel, Bruce. (2019). With, Not For: Dave Godschalk and Citizen Participation Journal of the American Planning Association.

Stone, Brain Jr., Lanza, K., Mallen, E., Vargo, J., & Russell, A. (2019). Urban Heat Management in Louisville, Kentucky: A Framework for Climate Adaptation Planning Journal of Planning Education and Research.

Welch, Timothy F. & Gehrke, S.R. (2019). A bikeshare station area typology to forecast the station-level ridership of system expansion Journal of Transport and Land Use.

Welch, Timothy F. & Widita, A. (2019). Big data in public transportation: a review of sources and methods Transport Reviews.

Yang, Perry Pei-Ju, Chang, S., Saha, N., & Castro-Lacouture, D. (2019). Generative design and performance modeling for relationships between urban built forms, sky opening, solar radiation and energy Energy Procedia.

Yang, Perry Pei-Ju, Chang, S., Saha, N., & Castro-Lacouture, D. (2019). Multivariate relationships between campus design parameters and energy performance using reinforcement learning and parametric modeling Applied Energy.

Yang, Perry Pei-Ju, Chen, J., & Peng, Z. (2019). The Energy Performance Evaluation of Roof Retrofit Under Uncertainties for the Shanghai’s Worker Village Energy Procedia.

Yang, Perry, Lancaster, Z.S., Binder, R.B., & Matsui, K. (2019). Developing a theory of an object-oriented city: Building energy for urban problems Energy Procedia.

Yang, Perry Pei-Ju & Yamagata, Y. (2019). Urban Systems Design: From “science for design” to “design in science” Environment and Planning B: Urban Analytics and City Science.

Yang, Perry Pei-Ju, Yamagata, Y., Murakami, D., Wu, Y., Yoshida, T., & Binder, R. (2019). Big-data analysis for carbon emission reduction from cars: Towards walkable green smart community Energy Procedia.

Andris, Clio. (2018). Measuring Geographic Pull Power: A Case Study of U.S College Athletic Teams The Professional Geographer.

Andris, Clio, Hollister, R., & Liu, X. (2018). Wealthy Hubs and Poor Chains: Constellations in the US Urban Migration System  Agent-Based Models and Complexity Science in the Age of Geospatial Big Data.

Andris, Clio, Liu, X., & Ferreira, J. (2018). Challenges for social flows Computers, Environment, and Urban Systems.

Andris, Clio, Yue, M., Kang, C., Qin, K., Liu, Y., & Meng, Q. (2018). Understanding the interplay between bus, metro, and cab ridership dynamics in Shenzhen, China Transaction in GIS.

Botchwey, Nisha, Floyd, M., Porter, K., Cutter, C., Spoon, C., Schmid, T., Conway, T., Hipp, J., Kim, A., Meyer, M., Walker, A., Kauh, T., & Sallis, J. (2018). Policy and Practice-Relevant Youth Physical Activity Research Center Agenda Journal of Physical Activity and Health.

Dunham-Jones, Ellen, Alzaabi, M., Choi, J., Dickinson, C., Dodson, C., Hong, F., Khandekar, T., Lancaster, Z., Ling, T.B., Rickles, C., Stephen, S., Vijayanad, K., Xue, B., Yao, Z., Zha, Y., & Zhang, W. (2018). Cascade Road: Can We Grow the Neighborhood and the Tree Canopy? Georgia Tech.

Dunham-Jones, Ellen, Alzaabi, M., Choi, J., Dickinson, C., Dodson, C., Hong, F., Khandekar, T., Lancaster, Z., Ling, T.B., Rickles, C., Stephen, S., Vijayanad, K., Xue, B., Yao, Z., Zha, Y., & Zhang, W. (2018). South Downtown Atlanta: Improvements to the Public Realm Georgia Tech.

Dunham-Jones, Ellen, Huang, J., Kesarkar, V., Khalid, B., Krinsky, J., Liu, Y.S., Morgan, E., Sooryanarayanan, C., Srinivasan, S., Wang, M.A., Wei, S., & Yu, J. (2018). Reconnecting Westside Chattanooga Georgia Tech.

Guhathakurta, Subhrajit & Lee, Y. (2018). An analysis of the effects of suburban densification on vehicle use for shopping: Do existing residents respond to land-use changes in the same way as recent movers? Journal of Transport Geography.

Guhathakurta, Subhrajit & Zhang, W. (2018). Residential Location Choice in the Era of Shared Autonomous Vehicles Journal of Planning Education and Research.

Guhathakurta, Subhrajit, Zhang, W., & Khalil, E.B. (2018). The impact of private autonomous vehicles on vehicle ownership and unoccupied VMT generation Transportation Research Part C: Emerging Technologies.

Guhathakurta, Subhrajit, Zhang, W., Robinson, C., Garikapati, V.M., Dilkina, B., Brown, M.A., & Pendyala, R.M. (2018). Estimating residential energy consumption in metropolitan areas: A microsimulation approach Energy.

Rao, Arthi & Ross, Catherine L. (2018). Planning Healthy Communities: Abating Preventable Chronic Diseases Translating National Policy to Improve Environmental Conditions Impacting Public Health Through Community Planning.

Raymond, Elora Lee. (2018). Race, uneven recovery and persistent negative equity in the southeastern United States Journal of Urban Affairs.

Raymond, Elora Lee, Dill, J., & Lee, Y. (2018). Millennial First-Time Homebuyers and Location Choice Journal of Planning Education and Research.

Ross, Catherine L. & Hylton, P. (2018). Air Cargo Forecasting in an Age of Electronic Retail Transportation Research Board.

Ross, Catherine L. & Rao, Arthi (2018). Planning Healthy Communities: Abating Preventable Chronic Diseases Translating National Policy to Improve Environmental Conditions Impacting Public Health Through Community Planning.

Ross, Catherine & Sperling, E. (2018). Strategically Aligning Capital Improvement Prioritization to Performance Goals Transportation Research Board.

Ross, Catherine L. & Wang, F. (2018). Machine Learning Travel Mode Choices: Comparing the Performance of an Extreme Gradient Boosting Model with a Multinomial Logit Model Transportation Research Board.

Welch, Timothy F., Circella, G., Etezady, A., & Widita, A. (2018). The Integration of the Regional MPO Models into the Georgia Statewide Travel Demand Model–Phase 1 Georgia Department of Transportation.

Welch, Timothy F., Gehrke, S.R, & Farber, S. (2018). Rail station access and housing market resilience: Case studies of Atlanta, Baltimore and Portland Urban Studies.

Welch, Timothy F., Gehrke, S.R., & Widita, A. (2018). Shared-use mobility competition: a trip-level analysis of taxi, bikeshare, and transit mode choice in Washington, DC Transportmetrica A: Transport Science.

Yang, Perry Pei-Ju, Chi, C.S., Wu, Y., & Quan, S.J. (2018). A Geodesign Method of Human-Energy-Water Interactive Systems for Urban Infrastructure Design: 10KM2 Near-Zero District Project in Shanghai Engineering.

Yang, Perry Pei-Ju, Quan, S.J., Castro-Lacouture, D., & Stuart, B.J. (2018). A Geodesign method for managing a closed-loop urban system through algae cultivation Applied Energy.

Yang, Perry, Wu, Y., Sharifi, A., Borjigin, H., Murakami, D., & Yamagata, Y. (2018). Mapping building carbon emissions within local climate zones in Shanghai Energy Procedia.

Yang, Perry Pei-Ju, Wu, Y., Peng, Z., Li, L., Tobey, M., & Yamagata, Y. (2018). Performance-based model Vertical Urbanism.

Andris, Clio, Rahimi, S., Martin, M., Obeysekere, E., Hellmann, D., & Liu, X. (2017). A geographic information system (gis)-based analysis of social capital data: Landscape factors that correlate with trust Sustainability.

Botchwey, Nisha & Hunter, P. (2017). Partnerships in learning: A collaborative project between higher education students and elementary school students Innovative Higher Education.

Botchwey, Nisha, Levin, J., & Kim, A. (2017). Planning with Unauthorized Immigrant Communities: What Can Cities Do? Journal of Planning Literature.

Dunham-Jones, Ellen, Lu, Z., Crittenden, J., & Southworth, F. (2017). An integrated framework for managing the complex interdependence between infrastructures and the socioeconomic environment: An application in metropolitan Atlanta Urban Studies.

Dunham-Jones, Ellen, Lu, Z., Du, R., Park, H., & Crittenden, J. (2017). Data-enabled public preferences inform integration of autonomous vehicles with transit-oriented development in Atlanta Cities.  

Dunham-Jones, Ellen & Williamson, J. (2017). Dead and Dying Shopping Malls, Re-Inhabited Architectural Design.

Fuentes, Alberto & Pipkin, S. (2017). Spurred to Upgrade: A Review of Triggers and Consequences of Industrial Upgrading in the Global Value Chain Literature World Development.

Guhathakurta, Subhrajit & Chun, B. (2017) The impacts of three-dimensional surface characteristics on urban heat islands over the diurnal cycle The Professional Geographer.

Guhathakurta, Subhrajit, Garikapati, V.M., You, D., Zhang, W., Pendyala, R.M., Brown, M.A., Dilkina, B. (2017). Estimating Household Travel Energy Consumption in Conjunction with a Travel Demand Forecasting Model Transportation Research Board.

Guhathakurta, Subhrajit, Robinson, C., Dilkina, B., Hubbs, J., Zhang, W., Brown, M.A., & Pendyala, R.M. (2017). Machine learning approaches for estimating commercial building energy consumption Applied Energy.

Guhathakurta, Subhrajit & Ross, Catherine. (2017) Autonomous vehicles and energy impacts: a scenario analysis Energy Procedia.

Guhathakurta, Subhrajit, Ross, Catherine, Zhang, W., Pendyala, R., Garikapatim V. (2017). A Generalizable Method for Estimating Household Energy by Neighborhoods in US Urban Regions Energy Procedia.

Guhathakurta, Subhrajit & Zhang, W. (2017). Parking Spaces in the Age of Shared Autonomous Vehicles: How Much Parking Will We Need and Where? Transportation Research Record.

Leigh, Nancey Green & Douthat, T.H. (2017). First Source Hiring: An Essential Tool for Linking the Poor to Employment or a “Dead Letter” Progressive Policy? Urban Affairs Review.

Leigh, Nancy Green, Guhathakurta, Subhrajit, Stiftel, Bruce, & French, Steven P. (2017). The Routledge Handbook of International Planning Education.

Leigh, Nancey Green. (2017). Stemming Middle-Class Decline: The Challenges to Economic Development.

Leigh, Nancey Green & Kraft, B.R. (2017). Emerging robotic regions in the United States: insights for regional economic evolution Regional Studies.

Leigh, Nancey Green & Park, J. (2017). Foreign direct investment’s role in strengthening metro manufacturing: A case study of the U.S. state of Georgia Journal of Urban Affairs.

Leigh, Nancey Green & Park, J. (2017). Urban Industrial Land Loss and Foreign Direct Investment-Related Manufacturing Job Sprawl: An Atlanta, Georgia MSA Case Study Journal of Urban Technology.

Raymond, Elora (2017). Wholesale funding and the increase in construction bank-owned real estate in the US financial crisis Urban Geography.

Raymond, Elora Lee (2017). The impact of racial segregation, income sorting and risk-based mortgage pricing on housing wealth inequality: A comparison between urban regions in the United States Georgia Institute of Technology.

Ross, Catherine L., Chang, J.S., Jung, D., & Kim, J. (2017). Evaluating the nonuse values of expressways Transportmetrica A: Transport Science.

Ross, Catherine L., Kumar, A., Karner, A.A., & Katyal, R. (2017). Crowdsourced Social Media Monitoring System Development Georgia Institute of Technology.

Welch, Timothy F., Fan, W., Erdogan, S., & Ducca, F. (2017). Use of Statewide Models as a Decision Tool for Zero-Emission Vehicles Deployment Transportation Research Board.

Welch, Timothy F. & Gehrke, S.R. (2017). The built environment determinants of activity participation and walking near the workplace Transportation.

Yang, Perry Pei-Ju, Chang. S., Castro-Lacouture, D., & Dutt, F. (2017). Framework for evaluating and optimizing algae façades using closed-loop simulation analysis integrated with BIM Energy Procedia.

Yang, Perry Pei-Ju, Dutt, F., Quan, S.J., Woodworth, E., Castro-Lacouture, D., & Stuart, B.J. (2017). Modeling algae powered neighborhood through GIS and BIM integration Energy Procedia.

Yang, Perry, Pandit, A., Minne, E.A., Li, F., Brown, H., Jeong, H., James, J.C., Newell, J.P., Weissburg, M., Chang, M.E., Xu, M., Wang, R., Thomas, V.M., Yu, X., Lu, Z., & Crittenden, J.C. (2017). Infrastructure ecology: an evolving paradigm for sustainable urban development Journal of Cleaner Production.

Yang, Perry Pei-Ju, Peng, Z., Jia, L., Li, L., & Quan, S.J. (2017). How the roofing morphology and housing form affect energy performance of Shanghai’s workers’ village in urban regeneration Energy Procedia.

Yang, Perry Pei-Ju, Quan, S.J., Dutt, F., Woodworth, E., & Yamagata, Y. (2017). Local Climate Zone Mapping for Energy Resilience: A Fine-grained and 3D Approach Energy Procedia.

Yang, Perry Pei-Ju, Quan, S.J., Igou, T.K., Chang, S., Dutt, F., Castro-Lacotoure, D., & Chen, Y. (2017). Decentralized algal energy system design at various urban densities and scales Energy Procedia.

Yang, Perry Pei-Ju, Tobey, M., & Quan, S.J. (2017). Multi-Disciplinary Design Optimization of Mixed-Use Structure and Energy Performance Energy Procedia.

Yang, Perry Pei-Ju, Wiedenback, A., Tobey, M., Wu, Y., Quan, S.J., Chauhan, Y., & Wu, J. (2017). Material Based Urban Modeling: An Approach to Integrate Smart Materials in a Near-Zero Community Design Energy Procedia.

Andris, Clio. (2016). Integrating social network data into GISystems International Journal of Geographical Information Science.

Dunham-Jones, Ellen, Blakeley, M., Bonn, S.J., Goldstein, E., Huang, S., McMullen, M., Pang, L., Payson, M., Reeves, B., Scott, S., & Shrestha, A. (2016). Downtown Atlanta 2041: Autonomous Vehicles and A-Street Grids Georgia Tech.

Fuentes, Alberto & Pipkin, S. (2016). Self-discovery in the dark: the demand side of industrial policy in Latin America Review of International Political Economy.

Guhathakurta, Subhrajit, Ross, Catherine, & Sperling, E. (2016) Adopting a New Energy Economy in the United States Energy Procedia.

Guhathakurta, Subhrajit, Ross, Catherine, & Zhang, W. (2016). Trends in automobile energy use and GHG emissions in suburban and inner city neighborhoods: lessons from metropolitan Phoenix, USA Energy Procedia.

Raymond, Elora, Immergluck, D., Wang, K. (2016). Race and uneven recovery: neighborhood home value trajectories in Atlanta before and after the housing crisis Housing Studies.

Ross, Catherine L. & Lee, D.J. (2016). Bringing Freight Components into Statewide and Regional Travel Demand Forecasting: PART 1 Georgia Institute of Technology.

Ross, Catherine L., Welch, Tim, & Hunter, M. (2016). National MAP-21 Implementation and Monitoring Georgia Institute of Technology.

Ross, Catherine, Woo, M., Wang, F. (2016). Megaregions and regional sustainability International Journal of Urban Sciences.

Welch, Timothy F., Gehrke, Steven R., & Wang, F. (2016). Long-term impact of network access to bike facilities and public transit stations on housing sales prices in Portland, Oregon Journal of Transport Geography.

Welch, Timothy F., Mishra, S., Kumar, A., Golias, M.H., Taghizad, H., Haque, K. (2016). Transportation Investment Decision Making for Medium to Large Transportation Networks Transportation in Developing Economies.

Welch, Timothy F., Wang, Y., Wu, B., Ye, X., Ducca, F.W. (2016). Impact of transit-oriented development policy scenarios on travel demand measures of mode share, trip distance and highway usage in Maryland KSCE Journal of Civil Engineering.

Yang, Perry Pei-Ju, Li, Z., & Quan, S.J. (2016). Energy performance simulation for planning a low carbon neighborhood urban district: A case study in the city of Macau Habitat International.

Yang, Perry Pei-Ju & Quan, S.J. (2016). Urban Form and Energy Resilient Strategies: A Case Study of the Manhattan Grid Urban Resilience.

Yang, Perry Pei-Ju, Quan, S.J., Wu, J., Wang, Y., Shi, Z., & Yang, T. (2016). Urban Form and Building Energy Performance in Shanghai Neighborhoods Energy Procedia.

Yang, Perry Pei-Ju & Yan, J. (2016). Modeling Urban Design with Energy Performance Energy Procedia.

Yang, Perry Pei-Ju, Zhou, Y., & Tao, X. (2016). A Simulation-based Research on Passive District Energy Procedia.

Andris, Clio, Lee, D., Hamilton, M., Martino, M., Gunning, C., & Selden, J. (2015). The Rise of Partisanship and Super-Cooperators in the U.S. House of Representatives PLOS ONE.

Andris, Clio, Wang, Y., Kang, C., Bettencourt, L.M.A., & Liu, Y. (2015). Linked Activity Spaces: Embedding Social Networks in Urban Space Computational Approaches for Urban Environments.

Guhathakurta, Subhrajit & Chun, B. (2017). Daytime and nighttime urban heat islands statistical models for Atlanta Environment and Planning B: Urban Analytics and City Science.

Guhathakurta, Subhrajit, Fang, J., Zhang, G., & Zhang, W. (2015). Exploring the impact of shared autonomous vehicles on urban parking demand: An agent-based simulation approach Sustainable Cities and Society.

Guhathakurta, Subhrajit & Ray, I. (2015). The Impact of Housing Submarkets and Urban Form on the Foreclosure Crisis in U.S. Urban Counties Housing Policy Debate.

Guhathakurta, Subhrajit & Williams, E. (2015). Impact of Urban Form on Energy Use in Central City and Suburban Neighborhoods: Lessons from the Phoenix Metropolitan Region Energy Procedia.

Ross, Catherine L, Welch, Timothy, Lee, D., Meijers, E. (2015). Megaregions, Prosperity and Sustainability Spatial Planning for Future Prosperity and Sustainability.

Welch, Timothy F., Mishra, S., Torrens, P.M., Fu, C., Zhu, H., Knaap, E. (2015). A tool for measuring and visualizing connectivity of transit stop, route and transfer center in a multimodal transportation network Public Transport.

Welch, Timothy F., Mishra, S., & Wang, F. (2015). Interrelationship between Airport Enplanements and Accessibility: Case of Three Airports in Metropolitan Washington, D.C., Region Transportation Research Board.

Yang, Perry Pei-Ju. (2015). Energy Resilient Urban Form: A Design Perspective Energy Procedia.

Yang, Perry Pei-Ju, Li, Q., Quan, S.J., Augenbroe, G., & Brown, J. (2015). Building energy modelling at urban scale: integration of reduced order energy model with geographical information Building Simulation.

Yang, Perry Pei-Ju, Quan, S.J., Li, Q., Augenbroe, G., & Brown, J. A GIS-based Energy Balance Modeling System for Urban Solar Buildings Energy Procedia.

Yang, Perry Pei-Ju, Quan, S.J., Li, Q., Augenbroe, G., & Brown, J. Urban Data and Building Energy Modeling: A GIS-Based Urban Building Energy Modeling System Using the Urban-EPC Engine Planning Support Systems and Smart Cities.

Yang, Perry, Yi, W., Chi, C., & Xin, W. (2015). Eco-city 2.0: Chongming International Studio 2015 Georgia Institute of Technology.

Leigh, Nancey Green. (2014). Strengthening urban industry: The importance of infrastructure and location Infrastructure and Land Policies.

Ross, Catherine L., Boston, T.D., & Woo, M. (2014). Do Megaregions Produce Greater Regional Convergence or Divergence? Implications for Spatial Planning and Infrastructure Investment Journal of Urban Planning and Development.

Ross, Catherine L., Botchwey, Nisha, & Orenstein, M. (2017). Health Impact Assessment in the United States.

Ross, Catherine L., Dannenberg, A.L., Ricklin, A., Schwartz, M., West, J., White, S. Wier, M.L. (2014). Use of Health Impact Assessment for Transportation Planning: Importance of Transportation Agency Involvement in the Process Transportation Research Board.

Ross, Catherine L., Hylton, P.J., Lee, D.J. (2014). Megaregion Planning: State of Practice in Metropolitan Planning Organizations and State Departments of transportation Transportation Research Board.

Ross, Catherine L. & Rao, Arthi. (2014). Health Impact Assessments and Healthy Schools Journal of Planning Education and Research.

Stone, Brian Jr., Vargo, J., Liu, P., Habeeb, D., DeLucia, A., Trail, M., Hu, Y., & Russell, A. (2014). Avoided Heat-Related Mortality through Climate Adaptation Strategies in Three US Cities PLOS ONE.

Welch, Timothy, Knaap, G., Avin, U., Ducca, F., Mishra, S., Cui, Y., & Erdogan, S. (2014). Even Smarter Growth? Land Use, Transportation, and Greenhouse Gas in Maryland University of Maryland.

Welch, Timothy F., Cui, Y., & Mishra, S. (2014). Land use effects on bicycle ridership: a framework for state planning agencies Journal of Transport Geography.

Welch, Timothy F. & Mishra, S. (2014). Envisioning an emission diet: application of travel demand mechanisms to facilitate policy decision making Transportation.

Welch, Timothy F. & Mishra, S. (2014). A framework for determining road pricing revenue use and its welfare effects Research in Transportation Economics.

Yang, Perry Pei-Ju. (2014). EAR(Ecological Area Ratio):Assessment of Energy Performance and Reduction for Urban Redevelopment in High-density Environment Urban Planning Forum.

Yang, Perry Pei-Ju. (2014). Energy Resilient Urban Planning Geodesign by Integrating Design and Geospatial Sciences.

Yang, Perry Pei-Ju, Castro-Lacouture, D., & Quan, S.J. (2014). GIS-BIM framework for integrating urban systems, waste stream and algal cultivation in residential construction ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction.

Yang, Perry Pei-Ju, Quan, S.J., Castro-Lacouture, D., Rudolph, C., & Stuart, B. (2014). GIS-based Planning Support System for Waste Stream and Algal Cultivation in Residential Construction Construction Research Congress 2014: Construction in a Global Network

Yang, Perry Pei-Ju, Quan, S.J., Castro-Lacouture, D., Rudolph, C., & Stuart, B. (2014). Performance Metrics for Designing an Algae-powered Eco Urban District: A Geodesign Perspective Energy Procedia.

Yang, Perry Pei-Ju, Quan, S.J., Economou, A., & Grasl, T. (2014). Computing Energy Performance of Building Density, Shape and Typology in Urban Context Energy Procedia.


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