Select Publications

Journal articles

Soltani A; Heydari M; Aghaei F; Pettit CJ, 2022, 'Housing price prediction incorporating spatio-temporal dependency into machine learning algorithms', Cities, vol. 131, pp. 103941 - 103941, http://dx.doi.org/10.1016/j.cities.2022.103941

Zare P; Pettit C; Leao S; Gudes O; Soundararaj B, 2022, 'Geo-Design in Planning for Bicycling: An Evidence-Based Approach for Collaborative Bicycling Planning', Land, vol. 11, pp. 1943 - 1943, http://dx.doi.org/10.3390/land11111943

Han H, 2022, 'Property Valuation using Machine Learning Algorithms on Statistical Areas in Greater Sydney, Australia', Land Use Policy: the international journal covering all aspects of land use, http://dx.doi.org/10.1016/j.landusepol.2022.106409

Aleksandrov M; Barton J; Pettit C; Soundararaj B; Zlatanova S, 2022, 'Towards A Virtual Planning Support Theatre for City Planning and Design', ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 10, pp. 5 - 12, http://dx.doi.org/10.5194/isprs-annals-X-4-W2-2022-5-2022

Zhu Z; Shirowzhan S; Pettit CJ, 2022, 'Investigation of Development Applications: A GIS Based Spatiotemporal Analysis in the City of Sydney Area 2004–2022', Buildings, vol. 12, pp. 1601 - 1601, http://dx.doi.org/10.3390/buildings12101601

Daniel C; Pettit C, 2022, 'Charting the past and possible futures of planning support systems: Results of a citation network analysis', Environment and Planning B: Urban Analytics and City Science, vol. 49, pp. 1875 - 1892, http://dx.doi.org/10.1177/23998083211072866

Ng MKM; Roper J; Lee CL; Pettit C, 2022, 'The Reflection of Income Segregation and Accessibility Cleavages in Sydney’s House Prices', ISPRS International Journal of Geo-Information, vol. 11, http://dx.doi.org/10.3390/ijgi11070413

He W; Shirowzhan S; Pettit CJ, 2022, 'GIS and Machine Learning for Analysing Influencing Factors of Bushfires Using 40-Year Spatio-Temporal Bushfire Data', ISPRS International Journal of Geo-Information, vol. 11, pp. 336 - 336, http://dx.doi.org/10.3390/ijgi11060336

Lu Y; Laffan S; Pettit C, 2022, 'A geographically partitioned cellular automata model for the expansion of residential areas', Transactions in GIS, vol. 26, pp. 1548 - 1571, http://dx.doi.org/10.1111/tgis.12866

Pettit CJ; Leao SZ; Lock O; Ng M; Reades J, 2022, 'Big Data: The Engine to Future Cities—A Reflective Case Study in Urban Transport', Sustainability (Switzerland), vol. 14, http://dx.doi.org/10.3390/su14031727

Lock O; Pettit C, 2022, 'Developing Participatory Analytics Techniques to Inform the Prioritisation of Cycling Infrastructure', ISPRS International Journal of Geo-Information, vol. 11, pp. 78 - 78, http://dx.doi.org/10.3390/ijgi11020078

Rittenbruch M; Foth M; Mitchell P; Chitrakar R; Christensen B; Pettit C, 2022, 'Co-Designing Planning Support Systems in Urban Science: The Questions They Answer and the Questions They Raise', Journal of Urban Technology, vol. 29, pp. 7 - 32, http://dx.doi.org/10.1080/10630732.2021.1980319

Beck B; Winters M; Nelson T; Pettit C; Leao SZ; Saberi M; Thompson J; Seneviratne S; Nice K; Stevenson M, 2022, 'Developing urban biking typologies: Quantifying the complex interactions of bicycle ridership, bicycle network and built environment characteristics', Environment and Planning B: Urban Analytics and City Science, http://dx.doi.org/10.1177/23998083221100827

Del Rosario L; Laffan SW; Slavich E; Pettit CJ, 2022, 'Estimating door-to-door travel time using a synthetic population enriched with smart card data', International Journal of Geographical Information Science, vol. 36, pp. 1699 - 1718, http://dx.doi.org/10.1080/13658816.2022.2050733

Debnath R; Pettit C; Leao SZ, 2022, 'Geodesign Approaches to City Resilience Planning: A Systematic Review', Sustainability (Switzerland), vol. 14, http://dx.doi.org/10.3390/su14020938

Perry JM; Shirowzhan S; Pettit CJ, 2022, 'Lockout, Lockdown and Land Use: Exploring the Spatio-Temporal Evolution Patterns of Licensed Venues in Sydney, Australia between 2012 and 2021 in the Context of NSW Public Policy', Buildings, vol. 12, http://dx.doi.org/10.3390/buildings12010035

Thackway WT; Ng MKM; Lee CL; Shi V; Pettit CJ, 2022, 'Spatial Variability of the ‘Airbnb Effect’: A Spatially Explicit Analysis of Airbnb’s Impact on Housing Prices in Sydney', ISPRS International Journal of Geo-Information, vol. 11, pp. 65 - 65, http://dx.doi.org/10.3390/ijgi11010065

Soundararaj B; Pettit C; Lock O, 2022, 'Using Real-Time Dashboards to Monitor the Impact of Disruptive Events on Real Estate Market. Case of COVID-19 Pandemic in Australia.', Comput Urban Sci, vol. 2, pp. 14, http://dx.doi.org/10.1007/s43762-022-00044-z

Hooper P; Boulange C; Arciniegas G; Foster S; Bolleter J; Pettit C, 2021, 'Exploring the potential for planning support systems to bridge the research-translation gap between public health and urban planning', International Journal of Health Geographics, vol. 20, pp. 1 - 17, http://dx.doi.org/10.1186/s12942-021-00291-z

Ulpiani G; Nazarian N; Zhang F; Pettit CJ, 2021, 'Towards a Living Lab for Enhanced Thermal Comfort and Air Quality: Analyses of Standard Occupancy, Weather Extremes, and COVID-19 Pandemic', Frontiers in Environmental Science, vol. 9, http://dx.doi.org/10.3389/fenvs.2021.725974

Soltani A; Pettit CJ; Heydari M; Aghaei F, 2021, 'Housing price variations using spatio-temporal data mining techniques', Journal of Housing and the Built Environment, vol. 36, pp. 1199 - 1227, http://dx.doi.org/10.1007/s10901-020-09811-y

Thackway WT; Pettit CJ, 2021, 'Airbnb during COVID-19 and what this tells us about Airbnb’s Impact on Rental Prices', Findings, http://dx.doi.org/10.32866/001c.23720

Boufous S; Beck B; Macniven R; Pettit C; Ivers R, 2021, 'Facilitators and barriers to cycling in older residents of New South Wales, Australia', Journal of Transport and Health, vol. 21, http://dx.doi.org/10.1016/j.jth.2021.101056

Lieske SN; Leao SZ; Conrow L; Pettit C, 2021, 'Assessing geographical representativeness of crowdsourced urban mobility data: An empirical investigation of Australian bicycling', Environment and Planning B: Urban Analytics and City Science, vol. 48, pp. 775 - 792, http://dx.doi.org/10.1177/2399808319894334

Bagloee SA; Heshmati M; Dia H; Ghaderi H; Pettit C; Asadi M, 2021, 'Blockchain: The operating system of smart cities', Cities, vol. 112, http://dx.doi.org/10.1016/j.cities.2021.103104

Lock O; Bain M; Pettit C, 2021, 'Towards the collaborative development of machine learning techniques in planning support systems – a Sydney example', Environment and Planning B: Urban Analytics and City Science, vol. 48, pp. 484 - 502, http://dx.doi.org/10.1177/2399808320939974

Daniel C; Pettit C, 2021, 'Digital disruption and planning–use of data and digital technology by professional planners, and perceptions of change to planning work', Australian Planner, vol. 57, pp. 50 - 64, http://dx.doi.org/10.1080/07293682.2021.1920995

Han H; Kim S; Jin MY; Pettit C, 2021, 'Providing affordable housing through urban renewal projects in Australia: Expert opinions on barriers and opportunities', International Review for Spatial Planning and Sustainable Development, vol. 9, pp. 41 - 61, http://dx.doi.org/10.14246/IRSPSD.9.2_41

Lock O; Bednarz T; Pettit C, 2021, 'The visual analytics of big, open public transport data–a framework and pipeline for monitoring system performance in Greater Sydney', Big Earth Data, vol. 5, pp. 134 - 159, http://dx.doi.org/10.1080/20964471.2020.1758537

Visner M; Shirowzhan S; Pettit C, 2021, 'Spatial Analysis, Interactive Visualisation and GIS-Based Dashboard for Monitoring Spatio-Temporal Changes of Hotspots of Bushfires over 100 Years in New South Wales, Australia', Buildings, vol. 11, pp. 1 - 27, http://dx.doi.org/10.3390/buildings11020037

Leao S; Shi V; Han H; Pettit C, 2020, 'A rapid analytics tool to map the effect of rezoning on property values', Computers, Environment and Urban Systems, http://dx.doi.org/10.1016/j.compenvurbsys.2020.101572

Ul Hussnain MQ; Waheed A; Wakil K; Jabbar JA; Pettit CJ; Tahir A, 2020, 'Evaluating a workflow tool for simplifying scenario planning with the online whatif? Planning support system', ISPRS International Journal of Geo-Information, vol. 9, http://dx.doi.org/10.3390/ijgi9120706

Lu Y; Laffan S; Pettit C; Cao M, 2020, 'Land use change simulation and analysis using a vector cellular automata (CA) model: A case study of Ipswich City, Queensland, Australia', Environment and Planning B: Urban Analytics and City Science, vol. 47, pp. 1605 - 1621, http://dx.doi.org/10.1177/2399808319830971

Praharaj S; King D; Pettit C; Wentz E, 2020, 'Using Aggregated Mobility Data to Measure the Effect of COVID-19 Policies on Mobility Changes in Sydney, London, Phoenix, and Pune', Findings, http://dx.doi.org/10.32866/001c.17590

Pettit C; Shi Y; Han H; Rittenbruch M; Foth M; Lieske S; van den Nouwelant R; Mitchell P; Leao S; Christensen B; Jamal M, 2020, 'A new toolkit for land value analysis and scenario planning', Environment and Planning B: Urban Analytics and City Science, vol. 47, pp. 1490 - 1507, http://dx.doi.org/10.1177/2399808320924678

Lock O; Pettit C, 2020, 'Social media as passive geo-participation in transportation planning – how effective are topic modeling & sentiment analysis in comparison with citizen surveys?', Geo-spatial Information Science, http://dx.doi.org/10.1080/10095020.2020.1815596

Çöltekin A; Lochhead I; Madden M; Christophe S; Devaux A; Pettit C; Lock O; Shukla S; Herman L; Stachoň Z; Kubíček P; Snopková D; Bernardes S; Hedley N, 2020, 'Extended reality in spatial sciences: A review of research challenges and future directions', ISPRS International Journal of Geo-Information, vol. 9, http://dx.doi.org/10.3390/ijgi9070439

Punt EP; Geertman SCM; Afrooz AE; Witte PA; Pettit CJ, 2020, 'Life is a scene and we are the actors: Assessing the usefulness of planning support theatres for smart city planning', Computers, Environment and Urban Systems, vol. 82, http://dx.doi.org/10.1016/j.compenvurbsys.2020.101485

ul Hussnain MQ; Waheed A; Wakil K; Pettit CJ; Hussain E; Naeem MA; Anjum GA, 2020, 'Shaping up the future spatial plans for urban areas in Pakistan', Sustainability (Switzerland), vol. 12, pp. 4216 - 4216, http://dx.doi.org/10.3390/su12104216

Pettit C; Biermann S; Pelizaro C; Bakelmun A, 2020, 'A Data-Driven Approach to Exploring Future Land Use and Transport Scenarios: The Online What If? Tool', Journal of Urban Technology, vol. 27, pp. 21 - 44, http://dx.doi.org/10.1080/10630732.2020.1739503

Hussnain MQU; Waheed A; Anjum GA; Naeem MA; Hussain E; Wakil K; Pettit CJ, 2020, 'A framework to bridge digital planning tools' utilization gap in peri-urban spatial planning; lessons from Pakistan', Computers, Environment and Urban Systems, vol. 80, http://dx.doi.org/10.1016/j.compenvurbsys.2019.101451

Leao SZ; Lieske SN; Pettit CJ, 2019, 'Validating crowdsourced bicycling mobility data for supporting city planning', Transportation Letters, vol. 11, pp. 486 - 497, http://dx.doi.org/10.1080/19427867.2017.1401198

Lieske S; Han H; van den Nouwelant R; Pettit C, 2019, 'A novel hedonic price modelling approach for estimating the impact of transportation infrastructure on property prices', Urban Studies

Pettit C; Hawken S; Zarpelon SL; Ticzon C; Afrooz AE; Steinitz C; Ballal H; Canfield T; Lieske S, 2019, 'Breaking Down The Silos Through Geodesign – Envisioning Sydney’s Urban future', Environment and Planning B: Urban Analytics and City Science (Special Issue on Urban Systems Design: from “Science for Design” to “Design in Science ), https://journals.sagepub.com/page/epb/collections/special-issues

Lock O; Bednarz T; Leao SZ; Pettit C, 2019, 'A review and reframing of participatory urban dashboards', City, Culture and Society, pp. 100294 - 100294, http://dx.doi.org/10.1016/j.ccs.2019.100294

Lock O; Pettit C, 2019, 'Visualising population distribution of Australia over time using rapid 3D web graphics libraries', Australian Population Studies, vol. 3, pp. 29 - 33, http://dx.doi.org/10.37970/aps.v3i2.51

Crommelin LM; Troy L; Martin C; Pettit C, 2018, 'Is Airbnb a sharing economy superstar? Evidence from five global cities', Urban Policy and Research, vol. 36, pp. 429 - 444, http://dx.doi.org/10.1080/08111146.2018.1460722

Boulange C; Pettit C; Gunn LD; Giles-Corti B; Badland H, 2018, 'Improving planning analysis and decision making: The development and application of a Walkability Planning Support System', Journal of Transport Geography, vol. 69, pp. 129 - 137, http://dx.doi.org/10.1016/j.jtrangeo.2018.04.017

Conrow L; Wentz E; Nelson T; Pettit C, 2018, 'Comparing spatial patterns of crowdsourced and conventional bicycling datasets', Applied Geography, vol. 92, pp. 21 - 30, http://dx.doi.org/10.1016/j.apgeog.2018.01.009

Pettit C; Bakelmun A; Lieske SN; Glackin S; Hargroves K; Thomson G; Shearer H; Dia H; Newman P, 2018, 'Planning support systems for smart cities', City, Culture and Society, vol. 12, pp. 13 - 24, http://dx.doi.org/10.1016/j.ccs.2017.10.002


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