Examining the Change of Human Mobility Adherent to Social Restriction Policies and Its Effect on COVID-19 Cases in Australia
Article
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), pp. 1-17. https://doi.org/10.3390/ijerph17217930
| Article Title | Examining the Change of Human Mobility Adherent to Social Restriction Policies and Its Effect on COVID-19 Cases in Australia |
|---|---|
| ERA Journal ID | 44293 |
| Article Category | Article |
| Authors | Wang, Siqin, Liu, Yan and Hu, Tao |
| Journal Title | International Journal of Environmental Research and Public Health |
| Journal Citation | 17 (21), pp. 1-17 |
| Article Number | 7930 |
| Number of Pages | 17 |
| Year | Nov 2020 |
| Publisher | MDPI AG |
| Place of Publication | Switzerland |
| ISSN | 1660-4601 |
| 1661-7827 | |
| Digital Object Identifier (DOI) | https://doi.org/10.3390/ijerph17217930 |
| Web Address (URL) | https://www.mdpi.com/1660-4601/17/21/7930 |
| Abstract | The policy induced decline of human mobility has been recognised as effective in controlling the spread of COVID-19, especially in the initial stage of the outbreak, although the relationship among mobility, policy implementation, and virus spread remains contentious. Coupling the data of confirmed COVID-19 cases with the Google mobility data in Australia, we present a state-level empirical study to: (1) inspect the temporal variation of the COVID-19 spread and the change of human mobility adherent to social restriction policies; (2) examine the extent to which different types of mobility are associated with the COVID-19 spread in eight Australian states/territories; and (3) analyse the time lag effect of mobility restriction on the COVID-19 spread. We find that social restriction policies implemented in the early stage of the pandemic controlled the COVID-19 spread effectively; the restriction of human mobility has a time lag effect on the growth rates of COVID-19, and the strength of the mobility-spread correlation increases up to seven days after policy implementation but decreases afterwards. The association between human mobility and COVID-19 spread varies across space and time and is subject to the types of mobility. Thus, it is important for government to consider the degree to which lockdown conditions can be eased by accounting for this dynamic mobility-spread relationship. |
| Keywords | human mobility; COVID-19 spread; global pandemic; social restriction policy; Australia |
| Byline Affiliations | University of Queensland |
| Harvard University, United States | |
| Library Services |
Permalink -
https://research.usq.edu.au/item/w8z3z/examining-the-change-of-human-mobility-adherent-to-social-restriction-policies-and-its-effect-on-covid-19-cases-in-australia
Download files
Published Version
| Examining the Change of Human Mobility Adherent to Social Restriction Policies and Its.pdf | ||
| License: CC BY 4.0 | ||
| File access level: Anyone | ||
60
total views23
total downloads5
views this month0
downloads this month
Export as
Related outputs
Access to urban parks: Comparing spatial accessibility measures using three GIS-based approaches
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, pp. 1-13. https://doi.org/10.1016/j.compenvurbsys.2021.101713Urban “Blandscapes”: How the Practical Implementation of Planning Policy Reduces Land Use Diversity
Gallagher, Rachel, Sigler, Thomas and Liu, Yan. 2023. "Urban “Blandscapes”: How the Practical Implementation of Planning Policy Reduces Land Use Diversity." Urban Policy and Research. 41 (3), pp. 295-313. https://doi.org/10.1080/08111146.2022.2122427Factors influencing vertical urban development at the parcel scale: The case in Brisbane, Australia
Huang, Yuanyuan, Lieske, Scott N. and Liu, Yan. 2023. "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), pp. 694-708. https://doi.org/10.1177/23998083221129283Evolution of Urban Spatial Clusters in China: A Graph-Based Method Using Nighttime Light Data
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 Association of American Geographers. 112 (1), pp. 56-77. https://doi.org/10.1080/24694452.2021.1914538Characterisation of elderly daily travel behaviour in Tianjin using a space–time cube
Sen, Zhang, Ke, Zhang, Xiaoyang, Liu, Jian, Zeng, Liu Yan and Lian, Zhao. 2022. "Characterisation of elderly daily travel behaviour in Tianjin using a space–time cube." Environment and Planning B: Urban Analytics and City Science. 49 (2), pp. 603-618. https://doi.org/10.1177/23998083211019756The times, they are a-changin': tracking shifts in mental health signals from early phase to later phase of the COVID-19 pandemic in Australia
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), pp. 1-9. https://doi.org/10.1136/bmjgh-2021-007081Parking in inner versus outer city spaces: Spatiotemporal patterns of parking problems and their associations with built environment features in Brisbane, Australia
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, pp. 1-12. https://doi.org/10.1016/j.jtrangeo.2021.103261An object-based image analysis in QGIS for image classification and assessment of coastal spatial planning
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 Sciences. 25 (2), pp. 349-359. https://doi.org/10.1016/j.ejrs.2022.03.002Urban-regional disparities in mental health signals in Australia during the COVID-19 pandemic: a study via Twitter data and machine learning models
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), p. 663–682. https://doi.org/10.1093/cjres/rsac025Crime at train stations: The role of passenger presence
Zhang, Hexia, Zahnow, Renee, Liu, Yan and Corcoran, Jonathan. 2022. "Crime at train stations: The role of passenger presence." Applied Geography. 140, pp. 1-11. https://doi.org/10.1016/j.apgeog.2022.102666Spatial variations in cycling dissonance: The case of commuting in Greater Brisbane
Zhang, Lihong, Liu, Yan, Lieske, Scott N. and Corcoran, Jonathan. 2022. "Spatial variations in cycling dissonance: The case of commuting in Greater Brisbane." International Journal of Sustainable Transportation. 16 (8), pp. 754-773. https://doi.org/10.1080/15568318.2021.2004628Spatially-explicit prediction of low-density peri-urban development: comparison between urban and rural scenarios in the Moreton Bay Region in South East Queensland, Australia
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), pp. 1820-1837. https://doi.org/10.1177/23998083211069382Modelling urban change with cellular automata: Contemporary issues and future research directions
Liu, Yan, Batty, Michael, Wang, Siqin and Corcoran, Jonathan. 2021. "Modelling urban change with cellular automata: Contemporary issues and future research directions." Progress in Human Geography: an international review of geographical work in the social sciences and humanities. 45 (1), pp. 3-24. https://doi.org/10.1177/0309132519895305Simulating the impact of developers' capital possession on urban development across a megacity: An agent-based approach
Wahyudi, Agung, Liu, Yan and Corcoran, Jonathan. 2021. "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), pp. 376-391. https://doi.org/10.1177/2399808319875983Equity of public transport costs before and after a fare policy reform: An empirical evaluation using smartcard data
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, pp. 104-118. https://doi.org/10.1016/j.tra.2020.12.010A Bibliometric Analysis and Network Visualisation of Human Mobility Studies from 1990 to 2020: Emerging Trends and Future Research Directions
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), pp. 1-22. https://doi.org/10.3390/su13105372Chronic Illness, Subjective Wellbeing, and Health Services Availability: A Study of Older Adults in Australia
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), pp. 1-15. https://doi.org/10.3390/ijerph18157718Using WeChat Data to Understand Residential Mobility of Mainland China-Born Migrants in Australia: A Segmented Assimilation Perspective
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), pp. 703-729. https://doi.org/10.1007/s12061-020-09368-xConstructing a sense of home: Older Chinese migrants ageing in a foreign land
Liu, Shuang, Liu, Yan and Wang, Siqin. 2021. "Constructing a sense of home: Older Chinese migrants ageing in a foreign land." Journal of Sociology. 57 (3), pp. 485-500. https://doi.org/10.1177/1440783320927083To move or stay? A cellular automata model to predict urban growth in coastal regions amidst rising sea levels
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: a new journal for a new vision. 14 (9), pp. 1213-1235. https://doi.org/10.1080/17538947.2021.1946178The effects of the built environment on the general health, physical activity and obesity of adults in Queensland, Australia
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, pp. 1-11. https://doi.org/10.1016/j.sste.2021.100456Spatio-temporal variation of the coupling relationship between urbanization and air quality: A case study of Shandong Province
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, pp. 1-11. https://doi.org/10.1016/j.jclepro.2020.122812'Protect the Brisbane backyard!' (Except from subdivision for additional house construction)
Gallagher, Rachel, Sigler, Thomas and Liu, Yan. 2020. "'Protect the Brisbane backyard!' (Except from subdivision for additional house construction)." Australian Planner. 56 (4), pp. 278-289. https://doi.org/10.1080/07293682.2020.1854800Public policy change and its impact on urban expansion: An evaluation of 265 cities in China
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: the international journal covering all aspects of land use. 97, pp. 1-14. https://doi.org/10.1016/j.landusepol.2020.104754A scale-sensitive approach for comparing and classifying point patterns
Sadahiro, Yukio and Liu, Yan. 2020. "A scale-sensitive approach for comparing and classifying point patterns." Journal of Spatial Science. 65 (2), pp. 281-306. https://doi.org/10.1080/14498596.2018.1492466Targeted urban consolidation or ad hoc redevelopment? The influence of cadastral structure and change on the urban form of Brisbane, Australia
Gallagher, Rachel, Sigler, Thomas and Liu, Yan. 2020. "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), pp. 183-204. https://doi.org/10.1080/02723638.2019.1663058An evaluation of contemporary China’s land use policy – The Link Policy: A case study from Ezhou, Hubei Province
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: the international journal covering all aspects of land use. 91, pp. 1-14. https://doi.org/10.1016/j.landusepol.2019.104423Performance evaluation for four GIS-based models purposed to predict and map landslide susceptibility: A case study at a World Heritage site in Southwest China
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, pp. 1-15. https://doi.org/10.1016/j.catena.2019.104221Measuring access to primary healthcare services after stroke: A spatial analytic approach
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), pp. 240-250. https://doi.org/10.1017/BrImp.2019.11Parcel amalgamation as a mechanism for achieving urban consolidation through densification: The fixity of property boundaries over time
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: the international journal covering all aspects of land use. 89, pp. 1-11. https://doi.org/10.1016/j.landusepol.2019.104239Disability concentration and access to rehabilitation services: a pilot spatial assessment applying geographic information system analysis
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), pp. 2468-2476. https://doi.org/10.1080/09638288.2018.1468931Combining Landsat and landscape metrics to analyse largescale urban land cover change: a case study in the Jakarta Metropolitan Area
Wahyudi, Agung, Liu, Yan and Corcoran, Jonathan. 2019. "Combining Landsat and landscape metrics to analyse largescale urban land cover change: a case study in the Jakarta Metropolitan Area." Journal of Spatial Science. 64 (3), pp. 515-534. https://doi.org/10.1080/14498596.2018.1443849A socio-spatial analysis of neighbour complaints using large-scale administrative data: The case in Brisbane, Australia
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, pp. 168-180. https://doi.org/10.1016/j.cities.2019.02.010Exploring and enhancing spatial thinking skills: Learning differences of university students within a web-based GIS mapping environment
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), pp. 1865-1881. https://doi.org/10.1111/bjet.12677The influence of weather conditions on adult transit ridership in the sub-tropics
Wei, M., 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, pp. 106-118. https://doi.org/10.1016/j.tra.2019.05.003Neighbourhood change and neighbour complaints: How gentrification and densification influence the prevalence of problems between neighbours
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: an international journal for research in urban studies. 56 (6), pp. 1093-1112. https://doi.org/10.1177/0042098018771453Generating Different Urban Land Configurations Based on Heterogeneous Decisions of Private Land Developers: An Agent-Based Approach in a Developing Country Context
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), pp. 1-19. https://doi.org/10.3390/ijgi8050229Modelling the spatial dynamics of Mainland China-born migrants in Australia
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), pp. 201-219. https://doi.org/10.1080/00049182.2018.1508542Evaluating the effects of public transport fare policy change together with built and non-built environment features on ridership: The case in South East Queensland, Australia
Liu, Yan, Wang, Siqin and Xie, Bin. 2019. "Evaluating the effects of public transport fare policy change together with built and non-built environment features on ridership: The case in South East Queensland, Australia." Transport Policy. 76, pp. 78-89. https://doi.org/10.1016/j.tranpol.2019.02.0043D space–time visualization of individual settlement pathways of Mainland China-born migrants in Queensland, Australia
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. 51 (2), pp. 275-278. https://doi.org/10.1177/0308518X18805752A network-constrained spatial identification of high-risk roads for hit-parked-vehicle collisions in Brisbane, Australia
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. 51 (2), pp. 279-282. https://doi.org/10.1177/0308518X18810531Estimation of Poverty Using Random Forest Regression with Multi-Source Data: A Case Study in Bangladesh
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), pp. 1-18. https://doi.org/10.3390/rs11040375Spatiotemporal Variation and Inequality in China’s Economic Resilience across Cities and Urban Agglomerations
Yu, Haichao, Liu, Yan, Liu, Chengliang and Fan, Fei Fan. 2018. "Spatiotemporal Variation and Inequality in China’s Economic Resilience across Cities and Urban Agglomerations." Sustainability. 10 (12), pp. 1-19. https://doi.org/10.3390/su10124754Modeling the Influence of Weather on Transit Ridership: A Case Study from Brisbane, Australia
Wei, Ming, Corcoran, Jonathan Corcoran, 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), pp. 505-510. https://doi.org/10.1177/0361198118777078Shifting dynamics of Chinese settlement in Australia: an urban geographic perspective
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), pp. 447-464. https://doi.org/10.1111/1745-5871.12293Understanding ‘segmented assimilation’ in Australian cities: Modelling the residential choices of mainland China-, Hong Kong- and Taiwan-born migrants
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, pp. 140-153. https://doi.org/10.1016/j.apgeog.2018.08.004NPP-VIIRS DNB Daily Data in Natural Disaster Assessment: Evidence from Selected Case Studies
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), pp. 1-25. https://doi.org/10.3390/rs10101526Exploring the health, service and social needs of minor stroke patients
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, Australia 07 - 10 Aug 2018 https://doi.org/10.1177/1747493018778666Comparison of metaheuristic cellular automata models: A case study of dynamic land use simulation in the Yangtze River Delta
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, pp. 138-150. https://doi.org/10.1016/j.compenvurbsys.2018.03.003Factors affecting farmers' satisfaction with contemporary China's land allocation policy – The Link Policy: Based on the empirical research of Ezhou
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, pp. 38-49. https://doi.org/10.1016/j.habitatint.2018.04.004Urban heat island effect: A systematic review of spatio-temporal factors, data, methods, and mitigation measures
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, pp. 30-42. https://doi.org/10.1016/j.jag.2017.12.009A predictive model to assess spatial planning in addressing hydro-meteorological hazards: A case study of Semarang City, Indonesia
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 hydro-meteorological hazards: A case study of Semarang City, Indonesia." International Journal of Disaster Risk Reduction. 27, pp. 415-426. https://doi.org/10.1016/j.ijdrr.2017.11.003Visualizing Australia’s urban extent: a comparison between residential housing addresses and night-time light data
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), pp. 365-368. https://doi.org/10.1080/21681376.2018.1526648An Evaluation of Participatory GIS (PGIS) for Land Use Planning in Malaysia
Zolkafli, Amirulikhsan, Brown, Greg and Liu, Yan. 2017. "An Evaluation of Participatory GIS (PGIS) for Land Use Planning in Malaysia." The Electronic Journal of Information Systems in Developing Countries. 83 (1), pp. 1-23. https://doi.org/10.1002/j.1681-4835.2017.tb00610.xSpatially explicit assessment of land ecological security with spatial variables and logistic regression modeling in Shanghai, China
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), pp. 2235-2249. https://doi.org/10.1007/s00477-016-1330-7Detection of spatial hot spots and variation for the neon flying squid Ommastrephes bartramii resources in the northwest Pacific Ocean
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), pp. 921-935. https://doi.org/10.1007/s00343-017-6036-2Bridging the knowledge divide between public and experts using PGIS for land use planning in Malaysia
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, pp. 107-117. https://doi.org/10.1016/j.apgeog.2017.03.013Time-delayed influence of urban landscape change on the susceptibility of koalas to chlamydiosis
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), pp. 663-679. https://doi.org/10.1007/s10980-016-0479-2Understanding ‘change’ through spatial thinking using Google Earth in secondary geography
Xiang, X. and Liu, Y.. 2017. "Understanding ‘change’ through spatial thinking using Google Earth in secondary geography." Journal of Computer Assisted Learning. 33 (1), pp. 65-78. https://doi.org/10.1111/jcal.12166An Evaluation of the Capacity-building Effects of Participatory GIS (PGIS) for Public Participation in Land Use Planning
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), pp. 385-401. https://doi.org/10.1080/02697459.2017.1329470Mapping mis-location and housing stress in the private rental sector: A case study of Brisbane, Australia
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, pp. 207-216. https://doi.org/10.1016/j.apgeog.2016.09.026The effects of changing spatial scales on spatial patterns of CPUE for Ommastrephes bartramii in the northwest Pacific Ocean
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, pp. 1-12. https://doi.org/10.1016/j.fishres.2016.05.006Simulating the Impact of Economic and Environmental Strategies on Future Urban Growth Scenarios in Ningbo, China
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), pp. 1-16. https://doi.org/10.3390/su8101045Scenario prediction of emerging coastal city using CA modeling under different environmental conditions: a case study of Lingang New City, China
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). https://doi.org/10.1007/s10661-016-5558-yAn effective 3D meshing approach for fractured rocks
Liu, Yan and Xing, H. L.. 2016. "An effective 3D meshing approach for fractured rocks." International Journal for Numerical Methods in Engineering. 107 (5), pp. 363-376. https://doi.org/10.1002/nme.5166Baby boomers in Queensland: where are they and where are they moving?
Liu, Yan and Soar, Jeffrey. 2005. "Baby boomers in Queensland: where are they and where are they moving?" Bellman, Chris, Cartwright, William and Shortis, Mark (ed.) 2005 Spatial Sciences Institute Biennial Conference: Spatial Intelligence, Innovation and Praxis (SSC2005). Melbourne, Australia 12 - 16 Sep 2005 Melbourne, Australia.Modelling the driving forces of Sydney's urban development (1971-96) in a cellular environment
Liu, Yan and Phinn, Stuart. 2005. "Modelling the driving forces of Sydney's urban development (1971-96) in a cellular environment." Applied Geographic Information Systems (GIS). 1 (3). https://doi.org/10.2104/ag050027This item comprises data from the following sources: Web of Science