Researcher biography
Professor Yan Liu is a Spatial Data Scientist and a Quantitative Human Geographer, specialising in Geographical Information Science (GIS), urban modelling and geo-simulation, spatial data analytics, and spatially integrated social studies. Her research focuses on developing cutting-edge methods for the collection, analysis and modelling of spatial data in order to provide science-based decision tools and data-driven solutions to a range of social-environmental challenges that we face in our urban and regional space. Her research is multidisciplinary in nature, connecting human geography with geomatic engineering, environmental, social and behavioural sciences and spatial science education through the innovative use of spatial data and technologies, with the overall aim to advance human knowledge and understanding of the spatial evolution of cities, the underpinning driving forces, the interactions between people and the physical and built-environment they live in, along with the planning of resilient cities and communities in response to the global challenges such as population growth, ageing, climate change and global pandemics. In the era of Big Data, the analysis of space, place and people—through the use of spatial (big) data—becomes pivotal in developing a holistic and grassroots understanding of our cities in order to achieve sustainable and healthy living in our urban space. Yan's profound expertise in GIS and spatial data analytics as well as her broad general knowledge across multiple disciplines enables her to tackle these important social-spatial issues necessarily from a multi-disciplinary and cross-disciplinary perspective. Yan has recently been appointed to the ARC College of Experts (2022-2024). She also serves in the Scientific Advisory Board of the Australian Urban Research Infrastructure Network (AURIN) (2021-2023), and in the Executive Committee of the International Geographical Union (IGU) Applied Geography Commission (2021-2023), amongst others.
| Featured projects | Duration |
|---|---|
|
Un-neighbourliness: The nature, causes and outcomes of neighbour problems ARC Discovery Project |
2015–2017 |
Publications
Book
Liu, Yan (2009). Modelling urban development with geographical information systems and cellular automata. Boca Raton, Fla.: Taylor & Francis Group. doi: 10.1201/9781420059908
Book Chapters
Wang, Haiyun, Wang, Siqin and Liu, Yan (2021). Climate gentrification: an emerging phenomenon in coastal cities in the era of climate change. The Palgrave encyclopedia of urban and regional futures. (pp. 1-16) edited by Robert Brears. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-51812-7_228-1
Wei, Ming, Liu, Yan, Sigler, Thomas and Corcoran, Jonathan (2021). Unpacking the weather-transit ridership relationship using big data in Brisbane and beyond. Big Data Applications in Geography and Planning: An Essential Companion. (pp. 245-255) edited by Mark Birkin, Graham Clarke, Jonathan Corcoran and Robert Stimson. Cheltenham, United Kingdom: Edward Elgar Publishing. doi: 10.4337/9781789909791.00021
Liu, Yan, Corcoran, Jonathan and Feng, Yongjiu (2020). Urban Cellular Automata. International Encyclopedia of Human Geography. (pp. 101-104) edited by Audrey Kobayashi. New York, NY United States: Elsevier. doi: 10.1016/B978-0-08-102295-5.10519-0
Jia, Mengyuan, Liu, Yan, Lieske, Scott N. and Chen, Tian (2019). A fractal approach to explore Australian urban form and its impacting factors at neighbourhood scale. The Mathematics of Urban Morphology. (pp. 123-144) edited by Luca D'Acci. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-12381-9_6
Liu, Yan, Wadley, David and Corcoran, Jonathan (2017). Spatial typology of the private rental housing market at neighbourhood scale: the case of South East Queensland, Australia. Applied spatial modelling and planning. (pp. 91-106) edited by John R. Lombard, Eliahu Stern and Graham Clarke. Abingdon, Oxfordshire United Kingdom: Routledge. doi: 10.4324/9781315683621-15
Liu, Yan (2013). A web-based fuzzy CA model for urban growth simulation. Planning Support Systems for Sustainable Urban Development. (pp. 363-373) edited by Stan Geertman, Fred Toppen and John Stillwell. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-37533-0_21
Feng, Yongjiu and Liu, Yan (2012). An optimised cellular automata model based on adaptive genetic algorithm for urban growth simulation. Advances in spatial data handling and GIS: 14th International Symposium on Spatial Data Handling. (pp. 27-38) edited by Wenzhong Shi, Anthony G.O. Yeh, Yee Leung and Chenghu Zhou. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-25926-5_3
Liu, Yan, Tan, Geok Chin Ivy and Xiang, Xi (2012). Singapore: The information technology masterplan and the expansion of GIS for geography education. International perspectives on teaching and learning with GIS in secondary schools. (pp. 215-224) edited by Andrew J. Milson, Ali Demirci and Joseph Kerski. Dordrecht, Netherlands: Springer. doi: 10.1007/978-94-007-2120-3_24
Liu, Yan and Feng, Yongjiu (2012). A logistic based cellular automata model for continuous urban growth simulation: A case study of the Gold Coast city, Australia. Agent-based models of geographical systems. (pp. 643-662) edited by Alison J. Heppenstall, Andrew T. Crooks, Linda M. See and Michael Batty. Dordrecht, Netherlands: Springer. doi: 10.1007/978-90-481-8927-4
Journal Articles
Dewa, Dimas Danar, Buchori, Imam, Rudiarto, Iwan, Sejati, Anang Wahyu and Liu, Yan (2024). Spatiotemporal Variations of Urban Spatial Dispersion and Its Vegetation Degradation in Joglosemar’s Urban Growth Corridors, Indonesia. Australian Geographer, 1-23. doi: 10.1080/00049182.2024.2331102
Zhang, Lihong, Hou, Xiang-Yu and Liu, Yan (2024). Measuring mental health service accessibility for Indigenous populations: a systematic review. Journal of Racial and Ethnic Health Disparities, 1-19. doi: 10.1007/s40615-023-01899-6
Gallagher, Rachel, Sigler, Thomas Jason and Liu, Yan (2023). Character contradiction: the exclusionary nature of preservationist planning restrictions. Urban Studies, 61 (6), 1013-1030. doi: 10.1177/00420980231195218
Wang, Siqin, Sun, Qian Chayn, Martin, Catherine, Cai, Wenhui, Liu, Yan, Duckham, Matt, Hurley, Joe, Amati, Marco and Choy, Suelynn (2023). Tracking the settlement patterns of culturally and linguistically diverse (CALD) populations in Australia: A census-based study from 2001 to 2021. Cities, 141 104482, 104482. doi: 10.1016/j.cities.2023.104482
Zaki, Abdurrahman, Buchori, Imam, Pangi, Pangi, Sejati, Anang Wahyu and Liu, Yan (2023). Google Earth Engine for improved spatial planning in agricultural and forested lands: A method for projecting future ecological quality. Remote Sensing Applications: Society and Environment, 32 101078, 101078. doi: 10.1016/j.rsase.2023.101078
Fan, Wenping, Song, Xueyan, Liu, Mengnan, Shan, Baoyan, Ma, Mingliang and Liu, Yan (2023). Spatio-temporal evolution of resources and environmental carrying capacity and its influencing factors: A case study of Shandong Peninsula urban agglomeration. Environmental Research, 234 116469, 1-14. doi: 10.1016/j.envres.2023.116469
Wang, Siqin, Sun, Qian Chayn, Huang, Xiao, Tao, Yaguang, Dong, Chunyu, Das, Shinjita and Liu, Yan (2023). Health-integrated heat risk assessment in Australian cities. Environmental Impact Assessment Review, 102 107176, 1-13. doi: 10.1016/j.eiar.2023.107176
Rhodes, Jonathan R., Liu, Yan, Wahyudi, Agung, Maron, Martine, Iftekhar, Md Sayed and Brisbane, Shantala (2023). Performance of habitat offsets for species conservation in dynamic human‐modified landscapes. People and Nature. doi: 10.1002/pan3.10494
Gallagher, Rachel, Sigler, Thomas and Liu, Yan (2023). How path dependent urban morphology restricts the effectiveness of rezoning for urban consolidation: lessons from Brisbane, Australia. Journal of Urban Affairs. doi: 10.1080/07352166.2023.2211770
Wang, Siqin, Cai, Wenhui, Tao, Yaguang, Sun, Qian Chayn, Wong, Paulina Pui Yun, Huang, Xiao and Liu, Yan (2023). Unpacking the inter- and intra-urban differences of the association between health and exposure to heat and air quality in Australia using global and local machine learning models. Science of The Total Environment, 871 162005, 1-13. doi: 10.1016/j.scitotenv.2023.162005
Zhang, Lihong, Liu, Yan, Lieske, Scott N. and Corcoran, Jonathan (2023). Understanding cycling dissonance in travel mode choice for work trip chains: the role of modality styles. Applied Geography, 153 102895. doi: 10.1016/j.apgeog.2023.102895
Fan, Wenping, Zhang, Jing, Shan, Baoyan and Liu, Yan (2023). Evaluating the impact of road network configuration on hotel layout based on big data, GIS and space syntax–evidence from Shanghai. Current Issues in Tourism, 27 (5), 787-804. doi: 10.1080/13683500.2023.2184680
Wang, Siqin, Ning, Huan, Xiao, Huang, Xiao, Yunyu, Zhang, Mengxi, Yang, Fan, Sadahiro, Yukio, Liu, Yan, Li, Zhenlong, Hu, Tao, Fu, Xiaokang, Li, Zi and Zeng, Ye (2023). Public surveillance of social media for suicide using advanced deep learning models in Japan: time series study from 2012 to 2022. Journal of Medical Internet Research, 25 e47225, 1-14. doi: 10.2196/47225
Wang, Siqin, Huang, Xiao, Hu, Tao, She, Bing, Zhang, Mengxi, Wang, Ruomei, Gruebner, Oliver, Imran, Muhammad, Corcoran, Jonathan, Liu, Yan and Bao, Shuming (2023). A global portrait of expressed mental health signals towards COVID-19 in social media space. International Journal of Applied Earth Observation and Geoinformation, 116 103160, 1-12. doi: 10.1016/j.jag.2022.103160
Huang, Yuanyuan, Lieske, Scott N., Wang, Siqin and Liu, Yan (2023). How does heterogeneity in dwelling type preferences relate to housing and built environment characteristics?. International Journal of Digital Earth, 16 (1), 93-112. doi: 10.1080/17538947.2022.2163713
Wang, Siqin, Wang, Haiyun and Liu, Yan (2023). Climate gentrification: A conceptual framework and empirical evidence in the City of Gold Coast, Australia. Cities, 132 104100, 1-14. doi: 10.1016/j.cities.2022.104100
Wang, Siqin, Zhang, Mengxi, Huang, Xiao, Hu, Tao, Sun, Qian Chayn, Corcoran, Jonathan and Liu, Yan (2022). Urban–rural disparity of social vulnerability to natural hazards in Australia. Scientific Reports, 12 (1) 13665, 1-15. doi: 10.1038/s41598-022-17878-6
Dewa, Dimas Danar, Buchori, Imam, Sejati, Anang Wahyu and Liu, Yan (2022). Shannon entropy-based urban spatial fragmentation to ensure sustainable development of the urban coastal city: a case study of Semarang, Indonesia. Remote Sensing Applications: Society and Environment, 28 100839, 100839. doi: 10.1016/j.rsase.2022.100839
Buchori, Imam, Zaki, Abdurrahman, Pangi, Pangi, Sejati, Anang Wahyu, Pramitasari, Angrenggani and Liu, Yan (2022). Adaptation strategies and community participation in government-led mitigation projects: a comparison between urban and suburban communities in Pekalongan, Indonesia. International Journal of Disaster Risk Reduction, 81 103271, 1-13. doi: 10.1016/j.ijdrr.2022.103271
Gallagher, Rachel, Sigler, Thomas and Liu, Yan (2022). Urban “blandscapes”: how the practical implementation of planning policy reduces land use diversity. Urban Policy and Research, 41 (3), 1-19. doi: 10.1080/08111146.2022.2122427
Zaki, Abdurrahman, Buchori, Imam, Sejati, Anang Wahyu and Liu, Yan (2022). An object-based image analysis in QGIS for image classification and assessment of coastal spatial planning. Egyptian Journal of Remote Sensing and Space Science, 25 (2), 349-359. doi: 10.1016/j.ejrs.2022.03.002
Zhang, Lihong, Liu, Yan, Lieske, Scott N. and Corcoran, Jonathan (2022). Using modality styles to understand cycling dissonance: The role of the street-scale environment in commuters' travel mode choice. Journal of Transport Geography, 103 103406, 1-12. doi: 10.1016/j.jtrangeo.2022.103406
Wang, Siqin, Zhang, Mengxi, Huang, Xiao, Hu, Tao, Li, Zhenlong, Sun, Qian Chayn and Liu, Yan (2022). Urban-regional disparities in mental health signals in Australia during the COVID-19 pandemic: a study via Twitter data and machine learning models. Cambridge Journal of Regions, Economy and Society, 15 (3), 663-682. doi: 10.1093/cjres/rsac025
Searle, Glen, Wang, Siqin, Batty, Michael and Liu, Yan (2022). The choice of actor variables in agent-based cellular automata modelling using survey data. Geographies, 2 (1), 145-160. doi: 10.3390/geographies2010010
Zhang, Hexia, Zahnow, Renee, Liu, Yan and Corcoran, Jonathan (2022). Crime at train stations: the role of passenger presence. Applied Geography, 140 102666, 102666. doi: 10.1016/j.apgeog.2022.102666
Huang, Yuanyuan, Lieske, Scott N. and Liu, Yan (2022). Factors influencing vertical urban development at the parcel scale: the case in Brisbane, Australia. Environment and Planning B: Urban Analytics and City Science, 50 (3), 694-708. doi: 10.1177/23998083221129283
Wang, Siqin and Liu, Yan (2022). Parking in inner versus outer city spaces: spatiotemporal patterns of parking problems and their associations with built environment features in Brisbane, Australia. Journal of Transport Geography, 98 103261, 103261. doi: 10.1016/j.jtrangeo.2021.103261
Wang, Siqin, Liu, Yan, Feng, Yongjiu and Lei, Zhenkun (2022). Spatially-explicit prediction of low-density peri-urban development: comparison between urban and rural scenarios in the Moreton Bay Region in South East Queensland, Australia. Environment and Planning B: Urban Analytics and City Science, 49 (7), 1820-1837. doi: 10.1177/23998083211069382
Wang, Congxiao, Yu, Bailang, Chen, Zuoqi, Liu, Yan, Song, Wei, Li, Xia, Yang, Chengshu, Small, Christopher, Shu, Song and Wu, Jianping (2022). Evolution of urban spatial clusters in China: a graph-based method using nighttime light data. Annals of the American Association of Geographers, 112 (1), 56-77. doi: 10.1080/24694452.2021.1914538
Wang, Siqin, Huang, Xiao, Hu, Tao, Zhang, Mengxi, Li, Zhenlong, Ning, Huan, Corcoran, Jonathan, Khan, Asaduzzaman, Liu, Yan, Zhang, Jiajia and Li, Xiaoming (2022). The times, they are a-changin’: tracking shifts in mental health signals from early phase to later phase of the COVID-19 pandemic in Australia. BMJ Global Health, 7 (1) e007081, e007081. doi: 10.1136/bmjgh-2021-007081
Zhang, Lihong, Liu, Yan, Lieske, Scott N. and Corcoran, Jonathan (2021). Spatial variations in cycling dissonance: The case of commuting in Greater Brisbane. International Journal of Sustainable Transportation, 16 (8), 1-20. doi: 10.1080/15568318.2021.2004628
Wang, Siqin, Liu, Yan, Lam, Jack and Kwan, Mei-Po (2021). The effects of the built environment on the general health, physical activity and obesity of adults in Queensland, Australia. Spatial and Spatio-temporal Epidemiology, 39 100456, 100456. doi: 10.1016/j.sste.2021.100456
Wang, Siqin, Wang, Mingshu and Liu, Yan (2021). Access to urban parks: comparing spatial accessibility measures using three GIS-based approaches. Computers, Environment and Urban Systems, 90 101713, 1-13. doi: 10.1016/j.compenvurbsys.2021.101713
Liu, Yan, Wang, Siqin and Cheshire, Lynda (2021). The problems with neighbors: an examination of the influence of neighborhood context using large-scale administrative data. Urban Affairs Review, 59 (1), 238-274. doi: 10.1177/10780874211042811
Wang, Siqin, Liu, Yan, Lam, Jack and Gao, Zhe (2021). Chronic illness, subjective wellbeing, and health services availability: a study of older adults in Australia. International Journal of Environmental Research and Public Health, 18 (15) 7718, 7718. doi: 10.3390/ijerph18157718
Wang, Siqin, Liu, Yan, Feng, Yongjiu and Lei, Zhenkun (2021). To move or stay? A cellular automata model to predict urban growth in coastal regions amidst rising sea levels. International Journal of Digital Earth, 14 (9), 1213-1235. doi: 10.1080/17538947.2021.1946178
Wang, Haiyun, Searle, Glen, Wang, Siqin and Liu, Yan (2021). Understanding residential relocation choices in coastal cities in the face of climate change. Findings. doi: 10.32866/001c.23722
Sen, Zhang, Ke, Zhang, Xiaoyang, Liu, Jian, Zeng, Yan, Liu and Lian, Zhao (2021). Characterisation of elderly daily travel behaviour in Tianjin using a space–time cube. Environment and Planning B: Planning and Design, 49 (2), 239980832110197-618. doi: 10.1177/23998083211019756
Wang, Siqin, Zhang, Mengxi, Hu, Tao, Fu, Xiaokang, Gao, Zhe, Halloran, Briana and Liu, Yan (2021). A bibliometric analysis and network visualisation of human mobility studies from 1990 to 2020: emerging trends and future research directions. Sustainability, 13 (10) 5372, 5372. doi: 10.3390/su13105372
Wang, Siqin, Liu, Yan and Corcoran, Jonathan (2021). Equity of public transport costs before and after a fare policy reform: an empirical evaluation using smartcard data. Transportation Research Part A: Policy and Practice, 144, 104-118. doi: 10.1016/j.tra.2020.12.010
Wang, Siqin, Liu, Yan, Sigler, Thomas and Corcoran, Jonathan (2021). Using WeChat data to understand residential mobility of mainland China-born migrants in Australia: a segmented assimilation perspective. Applied Spatial Analysis and Policy, 14 (3), 703-729. doi: 10.1007/s12061-020-09368-x
Wang, Siqin, Liu, Yan and Corcoran, Jonathan (2021). A season for complaints: How does weather affect noise complaints between neighbors?. Weather, Climate, and Society, 13 (4), 753-768. doi: 10.1175/WCAS-D-21-0020.1
Gallagher, Rachel, Sigler, Thomas and Liu, Yan (2020). 'Protect the Brisbane backyard!' (Except from subdivision for additional house construction). Australian Planner, 56 (4), 278-289. doi: 10.1080/07293682.2020.1854800
Fan, Wenping, Wang, Hongkang, Liu, Yan and Liu, Hongping (2020). Spatio-temporal variation of the coupling relationship between urbanization and air quality: a case study of Shandong Province. Journal of Cleaner Production, 272 122812, 122812. doi: 10.1016/j.jclepro.2020.122812
Wang, Siqin, Liu, Yan and Hu, Tao (2020). Examining the change of human mobility adherent to social restriction policies and its effect on COVID-19 cases in australia. International Journal of Environmental Research and Public Health, 17 (21) 7930, 7930-17. doi: 10.3390/ijerph17217930
Jia, Mengyuan, Liu, Yan, Lieske, Scott N. and Chen, Tian (2020). Public policy change and its impact on urban expansion: an evaluation of 265 cities in China. Land Use Policy, 97 104754, 104754. doi: 10.1016/j.landusepol.2020.104754
Liu, Shuang, Liu, Yan and Wang, Siqin (2020). Constructing a sense of home: older Chinese migrants ageing in a foreign land. Journal of Sociology, 57 (3), 1-16. doi: 10.1177/1440783320927083
Cheng, Long, Brown, Gregory, Liu, Yan and Searle, Glen (2020). An evaluation of contemporary China’s land use policy – The Link Policy: a case study from Ezhou, Hubei Province. Land Use Policy, 91 104423, 104423. doi: 10.1016/j.landusepol.2019.104423
Sadahiro, Yukio and Liu, Yan (2020). A scale-sensitive approach for comparing and classifying point patterns. Journal of Spatial Science, 65 (2), 281-306. doi: 10.1080/14498596.2018.1492466
Liu, Yan, Batty, Michael, Wang, Siqin and Corcoran, Jonathan (2019). Modelling urban change with cellular automata: Contemporary issues and future research directions. Progress in Human Geography, 45 (1), 030913251989530-24. doi: 10.1177/0309132519895305
Jiao, Yuanmei, Zhao, Dongmei, Ding, Yinping, Liu, Yan, Xu, Qiue, Qiu, Yingmei, Liu, Chengjing, Liu, Zhilin, Zha, Zhiqin and Li, Rong (2019). Performance evaluation for four GIS-based models purposed to predict and map landslide susceptibility: a case study at a World Heritage site in Southwest China. CATENA, 183 104221, 104221. doi: 10.1016/j.catena.2019.104221
Gallagher, Rachel, Liu, Yan and Sigler, Thomas (2019). Parcel amalgamation as a mechanism for achieving urban consolidation through densification: the fixity of property boundaries over time. Land Use Policy, 89 104239, 104239. doi: 10.1016/j.landusepol.2019.104239
Gallagher, Rachel, Sigler, Thomas and Liu, Yan (2019). Targeted urban consolidation or ad hoc redevelopment? The influence of cadastral structure and change on the urban form of Brisbane, Australia. Urban Geography, 41 (2), 1-22. doi: 10.1080/02723638.2019.1663058
Wahyudi, Agung, Liu, Yan and Corcoran, Jonathan (2019). Simulating the impact of developers’ capital possession on urban development across a megacity: an agent-based approach. Environment and Planning B: Urban Analytics and City Science, 48 (2), 239980831987598-391. doi: 10.1177/2399808319875983
Xiang, Xi and Liu, Yan (2019). Exploring and enhancing spatial thinking skills: Learning differences of university students within a web-based GIS mapping environment. British Journal of Educational Technology, 50 (4), 1865-1881. doi: 10.1111/bjet.12677
Liu, Yan, Cheshire, Lynda, Wang, Siqin and Fu, Xuanming (2019). A socio-spatial analysis of neighbour complaints using large-scale administrative data: the case in Brisbane, Australia. Cities, 90, 168-180. doi: 10.1016/j.cities.2019.02.010
Wei, Ming, Liu, Yan, Sigler, Thomas, Liu, Xiaoyang and Corcoran, Jonathan (2019). The influence of weather conditions on adult transit ridership in the sub-tropics. Transportation Research Part A: Policy and Practice, 125, 106-118. doi: 10.1016/j.tra.2019.05.003
Wahyudi, Agung, Liu, Yan and Corcoran, Jonathan (2019). Generating different urban land configurations based on heterogeneous decisions of private land developers: an agent-based approach in a developing country context. ISPRS International Journal of Geo-Information, 8 (5) 229, 229. doi: 10.3390/ijgi8050229
Cheshire, Lynda, Fitzgerald, Robin and Liu, Yan (2019). Neighbourhood change and neighbour complaints: how gentrification and densification influence the prevalence of problems between neighbours. Urban Studies, 56 (6), 1093-1112. doi: 10.1177/0042098018771453
Liu, Yan, Wang, Siqin and Xie, Bin (2019). Evaluating the effects of public transport fare policy change and built and non-built environment features on ridership: the case in South East Queensland, Australia. Transport Policy, 76, 78-89. doi: 10.1016/j.tranpol.2019.02.004
Wang, Siqin, Liu, Yan, Sigler, Thomas and Corcoran, Jonathan (2019). 3D space–time visualization of individual settlement pathways of Mainland China-born migrants in Queensland, Australia. Environment and Planning A: Economy and Space, 51 (2), 275-278. doi: 10.1177/0308518x18805752
Zhao, Xizhi, Yu, Bailang, Liu, Yan, Chen, Zuoqi, Li, Qiaoxuan, Wang, Congxiao and Wu, Jianping (2019). Estimation of poverty using random forest regression with multi-source data: a case study in Bangladesh. Remote Sensing, 11 (4) 375, 375. doi: 10.3390/rs11040375
Finch, Emma, Liu, Yan, Foster, Michele, Cruwys, Tegan, Fleming, Jennifer, Worrall, Linda, Williams, Ian, Shah, Darshan, Aitken, Philip and Corcoran, Jonathan (2019). Measuring access to primary healthcare services after stroke: a spatial analytic approach. Brain Impairment, 20 (3), 1-11. doi: 10.1017/BrImp.2019.11
Liu, Yan, Wang, Siqin, Fu, Xuanming and Xie, Bin (2019). A network-constrained spatial identification of high-risk roads for hit-parked-vehicle collisions in Brisbane, Australia. Environment and Planning A: Economy and Space, 51 (2), 279-282. doi: 10.1177/0308518x18810531
Wang, Siqin, Sigler, Thomas, Corcoran, Jonathan and Liu, Yan (2019). Modelling the spatial dynamics of Mainland China-born migrants in Australia. Australian Geographer, 50 (2), 201-219. doi: 10.1080/00049182.2018.1508542
Gao, Fengsong, Foster, Michele and Liu, Yan (2019). Disability concentration and access to rehabilitation services: a pilot spatial assessment applying geographic information system analysis. Disability and Rehabilitation, 41 (20), 2468-2476. doi: 10.1080/09638288.2018.1468931
Wahyudi, Agung, Liu, Yan and Corcoran, Jonathan (2019). Combining Landsat and landscape metrics to analyse large-scale urban land cover change: a case study in the Jakarta Metropolitan Area. Journal of Spatial Science, 64 (3), 515-534. doi: 10.1080/14498596.2018.1443849
Yu, Haichao, Liu, Yan, Liu, Chengliang and Fan, Fei (2018). Spatiotemporal variation and inequality in China’s economic resilience across cities and urban agglomerations. Sustainability, 10 (12) 4754, 4754. doi: 10.3390/su10124754
Wang, Siqin, Sigler, Thomas, Liu, Yan and Corcoran, Jonathan (2018). Shifting dynamics of Chinese settlement in Australia: an urban geographic perspective. Geographical Research, 56 (4), 447-464. doi: 10.1111/1745-5871.12293
Wang, Siqin, Corcoran, Jonathan, Liu, Yan and Sigler, Thomas (2018). Understanding ‘segmented assimilation’ in Australian cities: modelling the residential choices of mainland China-, Hong Kong- and Taiwan-born migrants. Applied Geography, 99, 140-153. doi: 10.1016/j.apgeog.2018.08.004
Zhao, Xizhi, Yu, Bailang, Liu, Yan, Yao, Shenjun, Lian, Ting, Chen, Liujia, Yang, Chengshu, Chen, Zuoqi and Wu, Jianping (2018). NPP-VIIRS DNB daily data in natural disaster assessment: evidence from selected case studies. Remote Sensing, 10 (10) 1526, 1526. doi: 10.3390/rs10101526
Wei, Ming, Corcoran, Jonathan, Sigler, Thomas and Liu, Yan (2018). Modeling the Influence of Weather on Transit Ridership: A Case Study from Brisbane, Australia. Transportation Research Record, 2672 (8), 036119811877707-510. doi: 10.1177/0361198118777078
Deilami, Kaveh, Kamruzzaman, Md. and Liu, Yan (2018). Urban heat island effect: a systematic review of spatio-temporal factors, data, methods, and mitigation measures. International Journal of Applied Earth Observation and Geoinformation, 67, 30-42. doi: 10.1016/j.jag.2017.12.009
Cheng, Long, Liu, Yan, Brown, Gregory and Searle, Glen (2018). Factors affecting farmers' satisfaction with contemporary China's land allocation policy – The Link Policy: based on the empirical research of Ezhou. Habitat International, 75, 38-49. doi: 10.1016/j.habitatint.2018.04.004
Feng, Yongjiu, Liu, Yan and Tong, Xiaohua (2018). Comparison of metaheuristic cellular automata models: A case study of dynamic land use simulation in the Yangtze River Delta. Computers, Environment and Urban Systems, 70, 138-150. doi: 10.1016/j.compenvurbsys.2018.03.003
Buchori, Imam, Sugiri, Agung, Mussadun, Mussadun, Wadley, David, Liu, Yan, Pramitasari, Angrenggani and Pamungkas, Istiqomah T. D. (2018). A predictive model to assess spatial planning in addressing hydrometeorological hazards: a case study of Semarang City, Indonesia. International Journal of Disaster Risk Reduction, 27, 415-426. doi: 10.1016/j.ijdrr.2017.11.003
Xie, Bin and Liu, Yan (2018). Visualizing Australia’s urban extent: a comparison between residential housing addresses and night-time light data. Regional Studies, Regional Science, 5 (1), 365-368. doi: 10.1080/21681376.2018.1526648
Wang, Siqin, Corcoran, Jonathan, Liu, Yan and Sigler, Thomas (2018). Visualising the internal migration of the mainland China-born population between Australian capital cities over time. Australian Population Studies, 2 (1), 56-58. doi: 10.37970/aps.v2i1.26
Zolkafli, Amirulikhsan, Brown, Greg and Liu, Yan (2017). An evaluation of participatory gis (Pgis) for land use planning in Malaysia. Electronic Journal of Information Systems in Developing Countries, 83 (1) 2, 1-23. doi: 10.1002/j.1681-4835.2017.tb00610.x
Feng, Yongjiu, Liu, Yan and Liu, Yu (2017). Spatially explicit assessment of land ecological security with spatial variables and logistic regression modeling in Shanghai, China. Stochastic Environmental Research and Risk Assessment, 31 (9), 2235-2249. doi: 10.1007/s00477-016-1330-7
Feng, Yongjiu, Chen, Xinjun and Liu, Yan (2017). Detection of spatial hot spots and variation for the neon flying squid Ommastrephes bartramii resources in the northwest Pacific Ocean. Chinese Journal of Oceanology and Limnology, 35 (4), 921-935. doi: 10.1007/s00343-017-6036-2
Zolkafli, Amirulikhsan, Liu, Yan and Brown, Greg (2017). Bridging the knowledge divide between public and experts using PGIS for land use planning in Malaysia. Applied Geography, 83, 107-117. doi: 10.1016/j.apgeog.2017.03.013
Zolkafli, Amirulikhsan, Brown, Greg and Liu, Yan (2017). An evaluation of the capacity-building effects of participatory GIS (PGIS) for public participation in land use planning. Planning Practice and Research, 32 (4), 1-17. doi: 10.1080/02697459.2017.1329470
Xiang, X. and Liu, Y. (2017). Understanding ‘change’ through spatial thinking using Google Earth in secondary geography. Journal of Computer Assisted Learning, 33 (1), 65-78. doi: 10.1111/jcal.12166
McAlpine, Clive, Brearley, Grant, Rhodes, Jonathan, Bradley, Adrian, Baxter, Greg, Seabrook, Leonie, Lunney, Daniel, Liu, Yan, Cottin, Manuelle, Smith, Andrew G. and Timms, Peter (2017). Time-delayed influence of urban landscape change on the susceptibility of koalas to chlamydiosis. Landscape Ecology, 32 (3), 1-17. doi: 10.1007/s10980-016-0479-2
Feng, Yongjiu, Chen, Xinjun and Liu, Yan (2016). The effects of changing spatial scales on spatial patterns of CPUE for Ommastrephes bartramii in the northwest Pacific Ocean. Fisheries Research, 183, 1-12. doi: 10.1016/j.fishres.2016.05.006
Liu, Yan, Cheshire, Lynda and Wadley, David (2016). Mapping mis-location and housing stress in the private rental sector: a case study of Brisbane, Australia. Applied Geography, 76, 207-216. doi: 10.1016/j.apgeog.2016.09.026
Liu, Yan and Feng, Yongjiu (2016). Simulating the impact of economic and environmental strategies on future urban growth scenarios in Ningbo, China. Sustainability, 8 (10) 1045, 1045. doi: 10.3390/su8101045
Mills, Morena, Leon, Javier X., Saunders, Megan I., Bell, Justine, Liu, Yan, O’Mara, Julian, Lovelock, Catherine E., Mumby, Peter J., Phinn, Stuart, Possingham, Hugh P., Tulloch, Vigitskaia, Mutafoglu, Konar, Morrison, Tiffany, Callaghan, David, Baldock, Tom, Klein, Carissa and Hoegh-Guldberg, Ove (2016). Reconciling development and conservation under coastal squeeze from rising sea-level. Conservation Letters, 9 (5), 361-368. doi: 10.1111/conl.12213
Feng, Yongjiu and Liu, Yan (2016). Scenario prediction of emerging coastal city using CA modeling under different environmental conditions: a case study of Lingang New City, China. Environmental Monitoring and Assessment, 188 (9) 540, 540. doi: 10.1007/s10661-016-5558-y
Feng, Yongjiu, Liu, Yan and Batty, Michael (2016). Modeling urban growth with GIS based cellular automata and least squares SVM rules: a case study in Qingpu–Songjiang area of Shanghai, China. Stochastic Environmental Research and Risk Assessment, 30 (5), 1387-1400. doi: 10.1007/s00477-015-1128-z
Wahyudi, Agung and Liu, Yan (2016). Cellular automata for urban growth modelling: a review on factors defining transition rules. International Review for Spatial Planning and Sustainable Development, 4 (2), 60-75. doi: 10.14246/irspsd.4.2_60
Cheng, Long and Liu, Yan (2016). An Entire-Array-Polygon (EAP) Method to Assess Urban Development Suitability. American Journal of Environmental Sciences, 12 (4), 260-270. doi: 10.3844/ajessp.2016.260.270
Wang, Dong, Brown, Greg, Zhong, Guoping, Liu, Yan and Mateo-Babiano, Iderlina (2015). Factors influencing perceived access to urban parks: a comparative study of Brisbane (Australia) and Zhongshan (China). Habitat International, 50, 335-346. doi: 10.1016/j.habitatint.2015.08.032
Feng, Yongjiu and Liu, Yan (2015). Fractal dimension as an indicator for quantifying the effects of changing spatial scales on landscape metrics. Ecological Indicators, 53, 18-27. doi: 10.1016/j.ecolind.2015.01.020
Wahyudi, Agung and Liu, Yan (2015). Spatial dynamic models for inclusive cities: A brief concept of Cellular Automata (CA) and Agent-based model (ABM). Journal of Regional and City Planning, 26 (1), 54-70. doi: 10.5614/jpwk.2015.26.1.6
Buchori, Imam, Sugiri, Agung, Hadi, Sudharto P., Wadley, David and Liu, Yan (2015). Developing a Geographic Information System-based assessment model for sustainable metropolitan development: the case of the Semarang metropolitan region, Indonesia. American Journal of Environmental Sciences, 11 (2), 62-75. doi: 10.3844/ajessp.2015.62.75
Wang, Dong, Brown, Gregory, Liu, Yan and Mateo-Babiano, Iderlina (2015). A comparison of perceived and geographic access to predict urban park use. Cities, 42 (PA), 85-96. doi: 10.1016/j.cities.2014.10.003
Liu, Yan and Dang, Anrong (2015). Editorial Introduction: Special Issue on “Urban Simulation and Modeling". International Review for Spatial Planning and Sustainable Development, 3 (3), 1-3. doi: 10.14246/irspsd.3.3_1
Wang, Dong, Brown, Gregory and Liu, Yan (2015). The physical and non-physical factors that influence perceived access to urban parks. Landscape and Urban Planning, 133, 53-66. doi: 10.1016/j.landurbplan.2014.09.007
Ward, Adrian, Dargusch, Paul, Thomas, Sebastian, Liu, Yan and Fulton, Elizabeth A. (2014). A global estimate of carbon stored in the world's mountain grasslands and shrublands, and the implications for climate policy. Global Environmental Change, 28 (1), 14-24. doi: 10.1016/j.gloenvcha.2014.05.008
Liu, Yan, Feng, Yongjiu and Pontius, Robert Gilmore Jr. (2014). Spatially-explicit simulation of urban growth through self-adaptive genetic algorithm and cellular automata modelling. Land, 3 (3), 719-738. doi: 10.3390/land3030719
Feng, Yongjiu, Liu, Yan and Liu, Dan (2014). Shoreline mapping with cellular automata and the shoreline progradation analysis in Shanghai, China from 1979 to 2008. Arabian Journal of Geosciences, 8 (7), 4337-4351. doi: 10.1007/s12517-014-1515-7
Brearley, Grant, Rhodes, Jonathan, Bradley, Adrian, Baxter, Greg, Seabrook, Leonie, Lunney, Daniel, Liu, Yan and McAlpine, Clive (2013). Wildlife disease prevalence in human-modified landscapes. Biological Reviews, 88 (2), 427-442. doi: 10.1111/brv.12009
Feng, Yongjiu and Liu, Yan (2013). A heuristic cellular automata approach for modelling urban land-use change based on simulated annealing. International Journal of Geographical Information Science, 27 (3), 449-466. doi: 10.1080/13658816.2012.695377
Feng, Yongjiu and Liu, Yan (2013). A cellular automata model based on nonlinear kernel principal component analysis for urban growth simulation. Environment and Planning B: Planning and Design, 40 (1), 117-134. doi: 10.1068/b37142
冯永玖 Feng, Yongjiu, 刘艳 Liu, Yan, 周茜 Zhou, Qian and 韩震 Han, Zhen (2013). A fractal based quantification analysis of spatial grain characteristics and its variation in landscape fragmentation of Shanghai. 生态环境学报 Ecology and Environmental Sciences, 22 (3), 443-450.
Maddox, C., Corcoran, J. and Liu, Y. (2013). Mapping spatial flows over time: a case study using journey-to-work data. Journal of Spatial Science, 58 (1), 147-159. doi: 10.1080/14498596.2012.759089
Liu, Yan (2012). Modelling sustainable urban growth in a rapidly urbanising region using a fuzzy constrained cellular automata approach. International Journal of Geographical Information Science, 26 (1), 151-167. doi: 10.1080/13658816.2011.577434
Fan, Wenping, Shi, Yishao and Liu, Yan (2012). Application of GIS in quantifying the urban form: a case study of Shanghai. Journal of Digital Content Technology and its Applications, 6 (23), 344-353. doi: 10.4156/jdcta.vol6.issue23.39
Cao, Kai, Batty, Michael, Huang, Bo, Liu, Yan, Yu, Le and Chen, Jiongfeng (2011). Spatial multi-objective land use optimization: extensions to the nondominated sorting genetic algorithm-II. International Journal of Geographical Information Science, 25 (12), 1949-1969. doi: 10.1080/13658816.2011.570269
Feng, Yongjiu, Liu, Yan, Tong, Xiaohua, Liu, Miaolong and Deng, Susu (2011). Modeling dynamic urban growth using cellular automata and particle swarm optimization rules. Landscape and Urban Planning, 102 (3), 188-196. doi: 10.1016/j.landurbplan.2011.04.004
冯 永 玖 Feng, Yong-jiu, 刘艳 Liu, Yan and 韩震 Han, Zhen (2011). 不同样本方案下遗传元胞自动机的土地利用模拟及景观评价. 應用生態學報, 22 (4), 957-963.
冯永玖 Feng, Yongjiu, 刘妙龙 Liu, Miaolong, 童小华 Tong, Xiaohua, 刘艳 Liu, Yan and 韩震 Han, Zhen (2010). 基于核主成分元胞模型的城市演化重建与预测. Kernel principal components analysis based cellular model for restructuring and predicting urban evolution. Acta Geographica Sinica, 65 (6), 665-675.
Feng, Yongjiu, Tong, Xiaohua, Liu, Yan and Liu, Miaolong (2010). A particle swarm intelligence based cellular model for urban morphology evolution modelling : A case study in Jiading District of Shanghai. Diqiu Xinxi Kexue Xuebao, 12 (1), 17-25.
Chang, Chew-Hung, Liu, Yan, Bui, Elisabeth N., Jin, Tao and Lossman, Hans Gunnar (2010). Design experiment or experimental design: Towards a methodology to study GIS use in geographic education. Research in Geographic Education, 12 (1), 41-63.
Liu, Yan, Bui, Elisabeth N., Chang, Chew-Hung and Lossman, Hans G. (2010). PBL-GIS in Secondary Geography Education: Does It Result in Higher-Order Learning Outcomes?. Journal of Geography, 109 (4), 150-158. doi: 10.1080/00221341.2010.497541
Liu, Yan and Laxman, Kumar (2009). GIS enabled PBL pedagogy: The effects on students' learning in the classroom.. Journal on School Educational Technology, 5 (2), 15-27.
Liu, Yan, Wong, Shuang Yann and Jin, Tao (2009). Equality of spatial access to primary health services for Singapore's baby boomers. Asian Population Studies, 5 (2), 171-188. doi: 10.1080/17441730902992091
Scheyvens, Regina, Griffin, Amy L., Jocoy, Christina L., Liu, Yan and Bradford, Michael (2008). Experimenting with active learning in geography: Dispelling the myths that perpetuate resistance. Journal of Geography in Higher Education, 32 (1), 51-69. doi: 10.1080/03098260701731496
Liu, Yan (2007). The impact of neighbourhood size on the accuracy of cellular automata-based urban modelling. Applied Geographic Information Systems (GIS), 3 (3), 1-14.
Liu, Yan and Phinn, Stuart (2005). Modelling the driving forces of Sydney's urban development (1971-1996) in a cellular environment. Applied GIS, 1 (3), 27.1-27.18. doi: 10.2104/ag050027
Liu, Y. and Phinn, S. R. (2004). Mapping the urban development of Sydney (1971-1996) with cellular automata in a GIS environment. Journal of Spatial Science, 43 (2), 57-74. doi: 10.1080/14498596.2004.9635022
Liu, Y. and Phinn, S. R. (2003). Modelling urban development with cellular automata incorporating fuzzy-set approaches. Computers, Environment and Urban Systems, 27 (6), 637-658. doi: 10.1016/S0198-9715(02)00069-8
Liu Y. and Truss R.W. (1996). Study of dispersion morphologies of isotactic polypropylene and linear low density polyethylene blends by scanning electron microscopy. Journal of Applied Polymer Science, 60 (9), 1461-1473. doi: 10.1002/(SICI)1097-4628(19960531)60:9<1461::AID-APP21>3.0.CO;2-3
Conference Papers
Finch, Emma, Foster, Michele, Fleming, Jennifer, Cruwys, Tegan, Liu, Yan, Williams, Ian, Corcoran, Jonathan, Shah, Darshan, Aitken, Phil and Worrall, Linda (2018). Exploring the health, service and social needs of minor stroke patients. Stroke 2018 Conference, Sydney, NSW, Australia, 7–10 August 2018. London, United Kingdom: Sage Publications. doi: 10.1177/1747493018778666
Liu, Yan, Wadley, David and Han, Hoon (2015). Mapping the ‘Mis-location’ of private rental tenure in Australian housing market: a case study of Brisbane, Australia. State of Australian Cities National Conference, Gold Coast, QLD, Australia, 9-11 December 2015. State of Australian Cities Research Network.
Wei, Ming, Liu, Yan and Sigler, Thomas J. (2015). An exploratory analysis of Brisbane’s commuter travel patterns using smart card data. State of Australian Cities National Conference, Gold Coast, QLD, Australia, 9-11 December 2015. State of Australian Cities Research Network.
Wang, Dong and Liu, Yan (2015). Factors influencing public transport use: a study of university commuters’ travel and mode choice behaviours. State of Australian Cities National Conference, Gold Coast , Australia, 9-11 December, 2015. State of Australian Cities Research Network.
Zhang, Min and Liu, Yan (2015). An exploratory analysis of Bus Rapid Transit on property values: A case study of Brisbane’s South East Busway. State of Australian Cities National Conference, Gold Coast , Australia, 9-11 December, 2015. State of Australian Cities Research Network.
Fan, Wenping, Liu, Yan and Shi, Yishao (2015). Association study on urban form and urban resources efficiency based on GIS and DEA: a case study of Shanghai. International Conference on Circuits and Systems (CAS 2015), Paris France, 9-10 August 2015. Paris, France: Atlantis Press. doi: 10.2991/cas-15.2015.44
Wahyudi, Agung, Liu, Yan and Corcoran, Jonathan (2015). Modelling the spatial decisions of private developers: a case study of Jakarta Metropolitan Area, Indonesia. International Conference on Computers in Urban Planning and Urban Management, Cambridge, MA, United States, 7-10 July 2015. CUPUM.
Wahyudi, Agung and Liu, Yan (2013). Cellular automata for urban growth modeling: a chronological review on transition rules. 13rd International Conference on Computers in Urban Planning and Urban Management, Utrecht, The Netherlands, 2-5 July 2013. The Nethelands: CUPUM.
Liu, Yan and Feng, Yongjiu (2012). Mining of CA based land transition rules through self-adaptive genetic algorithm for urban growth modeling. International Symposium on Cellular Automata Modeling for Urban and Spatial Systems (CAMUSS), Oporto, Portugal, 8-10 November 2012. Oporto, Portugal: CAMUSS.
Liu, Yan (2011). Spatial disparity in the private rental housing market in Southeast Queensland, Australia. 12th International Conference on Computers in Urban Planning and Urban Management, Alberta, Canada, 5-9 July 2011. CUPUM.
Liu, Yan and Feng, Yongjiu (2010). An optimised cellular automata model based on adaptive genetic algorithm for urban growth simulation. Joint International Conference on Theory, Data Handling and Modelling in GeoSpatial Information Science, Hong Kong, 26-28 May 2010. Hong Kong: ISPRS Technical Commission II.
Liu, Yan and He, Jin (2009). Developing a web-based cellular automata model for urban growth simulation. ISSA 2009: International Symposium on Spatial Analysis, Spatial-Temporal Data Modeling and Data Mining, Wuhan, China, 13-15 October 2009. Bellingham, WA, U.S.A.: SPIE - International Society for Optical Engineering. doi: 10.1117/12.838657
Sugihara, Kenichi, Liu, Yan and Hayashi, Yoshitugu (2009). Automatic generation of 3D building models for urban planning. 11th International Conference on Computers in Urban Planning and Urban Management (CUPUM), Hong Kong, 16-18 June 2009. Hong Kong: University of Hong Kong.
Data Collection
Rhodes, Jonathan R, Liu, Yan, Wahyudi, Agung, Maron, Martine, Iftekhar, Md Sayed and Brisbane, Shantala (2023). South East Queensland Koala Offset Analysis. The University of Queensland. (Dataset) doi: 10.48610/1c1164e
Thesis
Liu, Yan (2001). Modelling urban development with geographical information systems and cellular automata : a case study of Sydney since 1971. PhD Thesis, School of Geography, Planning and Architecture, The University of Queensland.
Newspaper Articles
Sigler, Thomas, Corcoran, Jonathan, Wang, Siqin and Liu, Yan (2018, 11 06). Where are Chinese migrants choosing to settle in Australia? Look to the suburbs The Conversation
Liu, Yan, Mateo-Babiano, Iderlina and Darchen, Sebastien (2018, 01 30). How virtual 3D modelling and simulation can help us create better cities The Conversation