Professor Jing Yao

  • Professor of Urban Analytics (Urban Studies & Social Policy)

telephone: 01413302368
email: Jing.Yao@glasgow.ac.uk

Urban Big Data Centre, 7 Lilybank Gardens, University of Glasgow, Glasgow, UK G12 8RZ

Import to contacts

ORCID iDhttps://orcid.org/0000-0002-8677-8248

Biography

Download CV: CV_JingYAO

Dr Jing Yao (姚 静) joined University of Glasgow as a lecturer in Urban Big Data and Quantitative Methods at the UK ESRC-funded Urban Big Data Centre in October, 2014. She has a PhD in Geography and a MSc in Industrial Engineering both from Arizona State University (ASU), USA. She also has a MSc degree and a BSc degree in Geographical Information System (GIS) from Nanjing University, China. Previously she worked as a postdoctoral associate at GeoDa Center for Geospatial Analysis and Computation at ASU in the US and a research fellow at Centre for Geoinformatics at University of St Andrews in UK.

Research interests

Jing’s research interests cover a wide range of areas in geographic information science, including spatial analysis, spatial statistics, spatial modeling, and spatial optimization, etc. Currently, she focuses on developing quantitative methods for spatially integrated analysis and modeling and particularly their applications in social science and health research. Also, she is interested in spatial optimization and decision making, including facility location modeling, regionalization and land use optimization.

  • Geographical Information Science
  • Spatial Optimization
  • Spatial Statistics
  • Location Modeling
  • GeoAI
  • Health Geography
  • Regional Science
  • Urban and Regional Planning and development

Research groups

Publications

List by: Type | Date

Jump to: 2025 | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2016 | 2015 | 2014 | 2013 | 2012
Number of items: 45.

2025

Chen, Yulong, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Wang, Shaohua, Lai, Zhizhu, Wu, Leying and Dong, Guanpeng (2025) Location optimization of urban fire stations considering the variations in fire service demands: a bi-objective coverage model. International Journal of Digital Earth, 18(1), 2454386. (doi: 10.1080/17538947.2025.2454386)

Birkin, Mark, Ballantyne, Patrick, Bullock, Seth, Heppenstall, Alison ORCID logoORCID: https://orcid.org/0000-0002-0663-3437, Kwon, Heeseo, Malleson, Nick, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Zanchetta, Anna (2025) Digital twins and AI for healthy and sustainable cities. Computers, Environment and Urban Systems, 120, 102305. (doi: 10.1016/j.compenvurbsys.2025.102305)

Chen, Chongxian, Feng, Xinyue, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Xiong, Xinrui (2025) Perceived leisure service benefits of peri-urban community green Spaces: Impact of visual environment during day and night. Landscape and Urban Planning, 259, 105338. (doi: 10.1016/j.landurbplan.2025.105338)

2024

Liu, Yunxia, Sun, Tao, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Wang, Yan, Yang, Hengrui and Dai, Tao (2024) Did COVID-19 discriminate in the global South? Revealing heterogeneity of urban households’ livelihood resilience based on evidence from Bangladesh, China, India and Philippines. Journal of Urban Management, 13(4), pp. 694-704. (doi: 10.1016/j.jum.2024.07.007)

Zhang, H. et al. (2024) Developing an annual global Sub-National scale economic data from 1992 to 2021 using nighttime lights and deep learning. International Journal of Applied Earth Observation and Geoinformation, 133, 104086. (doi: 10.1016/j.jag.2024.104086)

Xie, Z. et al. (2024) A scalable big data approach for remotely tracking rangeland conditions. Communications Earth and Environment, 5, 349. (doi: 10.1038/s43247-024-01516-2)

Heppenstall, Alison ORCID logoORCID: https://orcid.org/0000-0002-0663-3437, Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143, Demsar, Urska, Lemmens, Rob and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2024) Preface. AGILE: GIScience Series, 5, 1. (doi: 10.5194/agile-giss-5-1-2024)

Luo, Weicong, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Mitchell, Richard, Zhang, Xiaoxiang and Li, Wenqiang (2024) Location optimization of emergency medical services: Considering joint service coverage of ambulances and emergency centers. Environment and Planning B: Urban Analytics and City Science, (doi: 10.1177/23998083241253108) (Early Online Publication)

He, Zhanjun, Wang, Xubin, Liang, Xun, Wu, Liang and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2024) Integrating spatiotemporal co-evolution patterns of land types with cellular automata to enhance the reliability of land use projections. International Journal of Geographical Information Science, 38(5), pp. 956-980. (doi: 10.1080/13658816.2024.2314575)

Heppenstall, Alison ORCID logoORCID: https://orcid.org/0000-0002-0663-3437, Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143, Demsar, Urska, Lemmens, Rob and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (Eds.) (2024) 27th AGILE Conference on Geographic Information Science “Geographic Information Science for a Sustainable Future”. AGILE: GIScience Series. 5 [Edited Journal]

2023

Luo, Weijing, Chen, Chongxian, Li, Haiwei, Hou, Yongqi, Xia, Yu, Liu, Jingyi, Wu, Longfeng and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2023) Residential open space and the perception of health benefits: how much is the public willing to pay? Journal of Environmental Management, 316, 115273. (doi: 10.1016/j.jenvman.2022.115273) (PMID:35576707)

Song, Yongze, Kalacska, Margaret, Gašparović, Mateo, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Najibi, Nasser (2023) Advances in geocomputation and geospatial artificial intelligence (GeoAI) for mapping. International Journal of Applied Earth Observation and Geoinformation, 120, 103300. (doi: 10.1016/j.jag.2023.103300)

2022

Luo, Weicong, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Mitchell, Richard ORCID logoORCID: https://orcid.org/0000-0003-3827-7155, Zhang, Xiaoxiang and Li, Wenqiang (2022) Locating emergency medical services to reduce urban-rural inequalities. Socio-Economic Planning Sciences, 84, 101416. (doi: 10.1016/j.seps.2022.101416)

Colbert, Jessie, Sila-Nowicka, Katarzyna ORCID logoORCID: https://orcid.org/0000-0002-1850-1765 and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2022) Driving forces of population change following the Canterbury Earthquake Sequence, New Zealand: a multiscale geographically weighted regression approach. Population, Space and Place, 28(8), e2583. (doi: 10.1002/psp.2583)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Zhang, Xiaoxiang, Lui, Weicong, Liu, Changjun and Ren, Liliang (2022) Applications of stacking/blending ensemble learning approaches for evaluating flash flood susceptibility. International Journal of Applied Earth Observation and Geoinformation, 112, 102932. (doi: 10.1016/j.jag.2022.102932)

Chen, Chongxian, Li, Haiwei, Luo, Weijing, Xie, Jiehang, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Wu, Longfeng and Xia, Yu (2022) Predicting the effect of street environment on residents' mood states in large urban areas using machine learning and street view images. Science of the Total Environment, 816, 151605. (doi: 10.1016/j.scitotenv.2021.151605) (PMID:34838562)

2021

Li, Haiwei, Luo, Weijing, Hou, Yongqi, Xia, Yu, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Kang, Ning, Deng, Congshuang, Sun, Hu and Chen, Chongxian (2021) Factors affecting perceived health benefits and use behaviors in urban green spaces during the COVID-19 pandemic in southern China megacities. Frontiers in Public Health, 9, 759444. (doi: 10.3389/fpubh.2021.759444)

Zhang, Xiaoxiang, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Sila-Nowicka, Katarzyna ORCID logoORCID: https://orcid.org/0000-0002-1850-1765 and Song, Chonghui (2021) Geographic concentration of industries in Jiangsu, China: a spatial point pattern analysis using micro-geographic data. Annals of Regional Science, 66(2), pp. 439-461. (doi: 10.1007/s00168-020-01026-x)

Bailey, Nick ORCID logoORCID: https://orcid.org/0000-0002-1618-5949, Livingston, Mark ORCID logoORCID: https://orcid.org/0000-0002-8543-4670, Wang, Yang ORCID logoORCID: https://orcid.org/0000-0002-4977-730X and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2021) Urban housing markets after the pandemic – a UK perspective. Housing Related Impacts of the Pandemic Seminars: Changing spatial preferences through Covid-19, Online, 17 Feb 2021.

2020

Zhang, Xiaoxiang, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Wang, Jing and Sila-Nowicka, Katarzyna ORCID logoORCID: https://orcid.org/0000-0002-1850-1765 (2020) Changes of forestland in China's coastal areas (1996-2015): regional variations and driving forces. Land Use Policy, 99, 105018. (doi: 10.1016/j.landusepol.2020.105018)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Luo, Weicong, Mitchell, Richard ORCID logoORCID: https://orcid.org/0000-0003-3827-7155 and Zhang, Xiaoxiang (2020) Spatiotemporal access to emergency medical services in Wuhan, China: accounting for scene and transport time intervals. International Journal of Health Geographics, 19, 52. (doi: 10.1186/s12942-020-00249-7) (PMID:33243272) (PMCID:PMC7689650)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Murray, Alan T. (2020) A spatial optimization approach for solving a multi-facility location problem with continuously distributed demand. In: Thill, Jean-Claude (ed.) Innovations in Urban and Regional Systems. Springer, pp. 113-135. ISBN 9783030436926 (doi: 10.1007/978-3-030-43694-0_6)

Yuan, Qiheng, Zhou, Keliang ORCID logoORCID: https://orcid.org/0000-0001-8626-1284 and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2020) A new measure of wind power variability with implications for the optimal sizing of standalone wind power systems. Renewable Energy, 150, pp. 538-549. (doi: 10.1016/j.renene.2019.12.121)

Zhang, Xiaoxiang, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Sila-Nowicka, Katarzyna ORCID logoORCID: https://orcid.org/0000-0002-1850-1765 and Jin, Yuhao (2020) Urban fire dynamics and its association with urban growth: evidence from Nanjing. ISPRS International Journal of Geo-Information, 9(4), 218. (doi: 10.3390/ijgi9040218)

Jin, Yuhao, Liu, Xiaoping, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Zhang, Xiaoxiang and Zhang, Han (2020) Mapping the annual dynamics of cultivated land in typical area of the Middle-lower Yangtze plain using long time-series of Landsat images based on Google Earth Engine. International Journal of Remote Sensing, 41(4), pp. 1625-1644. (doi: 10.1080/01431161.2019.1673917)

2019

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Murray, Alan T., Wang, Jing and Zhang, Xiaoxiang (2019) Evaluation and development of sustainable urban land use plans through spatial optimization. Transactions in GIS, 23, pp. 705-725. (doi: 10.1111/tgis.12531)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Wong, David W.S., Bailey, Nick ORCID logoORCID: https://orcid.org/0000-0002-1618-5949 and Minton, Jon ORCID logoORCID: https://orcid.org/0000-0003-1207-6259 (2019) Spatial segregation measures: a methodological review. Tijdschrift voor Economische en Sociale Geografie, 110(3), pp. 235-250. (doi: 10.1111/tesg.12305)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Zhang, Xiaoxiang and Murray, Alan T. (2019) Location optimization of urban fire stations: access and service coverage. Computers, Environment and Urban Systems, 73, pp. 184-190. (doi: 10.1016/j.compenvurbsys.2018.10.006)

2018

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Agadjanian, Victor (2018) Bypassing health facilities in rural Mozambique: spatial, institutional, and individual determinants. BMC Health Services Research, 18, 1006. (doi: 10.1186/s12913-018-3834-y) (PMID:30594198)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Zhang, Xiaoxiang and Murray, Alan T. (2018) Spatial optimization for land use allocation: accounting for sustainability concerns. International Regional Science Review, 41(6), pp. 579-600. (doi: 10.1177/0160017617728551)

Zhang, Xiaoxiang, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Sila-Nowicka, Katarzyna ORCID logoORCID: https://orcid.org/0000-0002-1850-1765 (2018) Exploring spatiotemporal dynamics of urban fires: A case of Nanjing, China. ISPRS International Journal of Geo-Information, 7(1), 7. (doi: 10.3390/ijgi7010007)

2016

Victor, Agadjanian, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Hayford, Sarah (2016) Place, time and experience: barriers to universalization of institutional child delivery in rural Mozambique. International Perspectives on Sexual and Reproductive Health, 42(1), pp. 21-31. (doi: 10.1363/42e0116)

Yao, J. ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Zhang, X. (2016) Spatial-Temporal Dynamics of Urban Fire Incidents: a Case Study of Nanjing, China. In: XXIII ISPRS Congress, Prague, Czech Republic, 12-19 Jul 2016, pp. 63-69. (doi: 10.5194/isprsarchives-XLI-B2-63-2016)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Fotheringham, A. Stewart (2016) Local spatiotemporal modeling of house prices: a mixed model approach. Professional Geographer, 68(2), pp. 189-201. (doi: 10.1080/00330124.2015.1033671)

2015

Fotheringham, A. Stewart, Crespo, Ricardo and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2015) Geographical and temporal weighted regression (GTWR). Geographical Analysis, 47(4), pp. 431-452. (doi: 10.1111/gean.12071)

Agadjanian, Victor, Hayford, Sarah R., Luz, Luciana and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2015) Bridging user and provider perspectives: Family planning access and utilization in rural Mozambique. International Journal of Gynecology and Obstetrics, 130(Supl 3), E47-E51. (doi: 10.1016/j.ijgo.2015.03.019) (PMID:26082266)

Fotheringham, A.Stewart, Crespo, Ricardo and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2015) Exploring, modelling and predicting spatiotemporal variations in house prices. Annals of Regional Science, 54(2), pp. 417-436. (doi: 10.1007/s00168-015-0660-6)

2014

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Murray, Alan T. (2014) Serving regional demand in facility location. Papers in Regional Science, 93(3), pp. 643-662. (doi: 10.1111/pirs.12013)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Agadjanian, Victor and Murray, Alan T. (2014) Spatial and social inequities in {HIV} testing utilization in the context of rapid scale-up of HIV/AIDS services in rural Mozambique. Health and Place, 28, 133 - 141. (doi: 10.1016/j.healthplace.2014.04.007)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Murray, Alan T. (2014) Locational effectiveness of clinics providing sexual and reproductive health services to women in rural Mozambique. International Regional Science Review, 37(2), pp. 172-193. (doi: 10.1177/0160017614524227)

2013

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Murray, Alan T. and Agadjanian, Victor (2013) A geographical perspective on access to sexual and reproductive health care for women in rural Africa. Social Science and Medicine, 96, 60 - 68. (doi: 10.1016/j.socscimed.2013.07.025)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Murray, Alan T. (2013) Continuous surface representation and approximation: spatial analytical implications. International Journal of Geographical Information Science, 27(5), pp. 883-897. (doi: 10.1080/13658816.2012.725475)

2012

Cudnik, Michael, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Murray, Alan T., Pennington, Sarah, Andrusiek, Dug and Christenson, James (2012) Does Gis-derived Transport Time Prediction Reflect Actual Transport Times In Out-of-hospital Cardiac Arrest Patients? Academic Emergency Medicine, 19(S1), S272. (doi: 10.1111/j.1553-2712.2012.01332.x)

Cudnik, Michael T., Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Zive, Dana, Newgard, Craig and Murray, Alan T. (2012) Surrogate markers of transport distance for out-of-hospital cardiac arrest patients. Prehospital Emergency Care, 16(2), pp. 266-272. (doi: 10.3109/10903127.2011.615009)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Murray, Alan, Agadjanian, Victor and Hayford, Sarah R. (2012) Geographic influences on sexual and reproductive health service utilization in rural Mozambique. Applied Geography, 32(2), 601 - 607. (doi: 10.1016/j.apgeog.2011.07.009)

This list was generated on Tue Jul 8 14:53:02 2025 BST.
Jump to: Articles | Book Sections | Edited Journals | Conference or Workshop Item | Conference Proceedings
Number of items: 45.

Articles

Chen, Yulong, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Wang, Shaohua, Lai, Zhizhu, Wu, Leying and Dong, Guanpeng (2025) Location optimization of urban fire stations considering the variations in fire service demands: a bi-objective coverage model. International Journal of Digital Earth, 18(1), 2454386. (doi: 10.1080/17538947.2025.2454386)

Birkin, Mark, Ballantyne, Patrick, Bullock, Seth, Heppenstall, Alison ORCID logoORCID: https://orcid.org/0000-0002-0663-3437, Kwon, Heeseo, Malleson, Nick, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Zanchetta, Anna (2025) Digital twins and AI for healthy and sustainable cities. Computers, Environment and Urban Systems, 120, 102305. (doi: 10.1016/j.compenvurbsys.2025.102305)

Chen, Chongxian, Feng, Xinyue, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Xiong, Xinrui (2025) Perceived leisure service benefits of peri-urban community green Spaces: Impact of visual environment during day and night. Landscape and Urban Planning, 259, 105338. (doi: 10.1016/j.landurbplan.2025.105338)

Liu, Yunxia, Sun, Tao, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Wang, Yan, Yang, Hengrui and Dai, Tao (2024) Did COVID-19 discriminate in the global South? Revealing heterogeneity of urban households’ livelihood resilience based on evidence from Bangladesh, China, India and Philippines. Journal of Urban Management, 13(4), pp. 694-704. (doi: 10.1016/j.jum.2024.07.007)

Zhang, H. et al. (2024) Developing an annual global Sub-National scale economic data from 1992 to 2021 using nighttime lights and deep learning. International Journal of Applied Earth Observation and Geoinformation, 133, 104086. (doi: 10.1016/j.jag.2024.104086)

Xie, Z. et al. (2024) A scalable big data approach for remotely tracking rangeland conditions. Communications Earth and Environment, 5, 349. (doi: 10.1038/s43247-024-01516-2)

Heppenstall, Alison ORCID logoORCID: https://orcid.org/0000-0002-0663-3437, Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143, Demsar, Urska, Lemmens, Rob and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2024) Preface. AGILE: GIScience Series, 5, 1. (doi: 10.5194/agile-giss-5-1-2024)

Luo, Weicong, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Mitchell, Richard, Zhang, Xiaoxiang and Li, Wenqiang (2024) Location optimization of emergency medical services: Considering joint service coverage of ambulances and emergency centers. Environment and Planning B: Urban Analytics and City Science, (doi: 10.1177/23998083241253108) (Early Online Publication)

He, Zhanjun, Wang, Xubin, Liang, Xun, Wu, Liang and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2024) Integrating spatiotemporal co-evolution patterns of land types with cellular automata to enhance the reliability of land use projections. International Journal of Geographical Information Science, 38(5), pp. 956-980. (doi: 10.1080/13658816.2024.2314575)

Luo, Weijing, Chen, Chongxian, Li, Haiwei, Hou, Yongqi, Xia, Yu, Liu, Jingyi, Wu, Longfeng and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2023) Residential open space and the perception of health benefits: how much is the public willing to pay? Journal of Environmental Management, 316, 115273. (doi: 10.1016/j.jenvman.2022.115273) (PMID:35576707)

Song, Yongze, Kalacska, Margaret, Gašparović, Mateo, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Najibi, Nasser (2023) Advances in geocomputation and geospatial artificial intelligence (GeoAI) for mapping. International Journal of Applied Earth Observation and Geoinformation, 120, 103300. (doi: 10.1016/j.jag.2023.103300)

Luo, Weicong, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Mitchell, Richard ORCID logoORCID: https://orcid.org/0000-0003-3827-7155, Zhang, Xiaoxiang and Li, Wenqiang (2022) Locating emergency medical services to reduce urban-rural inequalities. Socio-Economic Planning Sciences, 84, 101416. (doi: 10.1016/j.seps.2022.101416)

Colbert, Jessie, Sila-Nowicka, Katarzyna ORCID logoORCID: https://orcid.org/0000-0002-1850-1765 and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2022) Driving forces of population change following the Canterbury Earthquake Sequence, New Zealand: a multiscale geographically weighted regression approach. Population, Space and Place, 28(8), e2583. (doi: 10.1002/psp.2583)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Zhang, Xiaoxiang, Lui, Weicong, Liu, Changjun and Ren, Liliang (2022) Applications of stacking/blending ensemble learning approaches for evaluating flash flood susceptibility. International Journal of Applied Earth Observation and Geoinformation, 112, 102932. (doi: 10.1016/j.jag.2022.102932)

Chen, Chongxian, Li, Haiwei, Luo, Weijing, Xie, Jiehang, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Wu, Longfeng and Xia, Yu (2022) Predicting the effect of street environment on residents' mood states in large urban areas using machine learning and street view images. Science of the Total Environment, 816, 151605. (doi: 10.1016/j.scitotenv.2021.151605) (PMID:34838562)

Li, Haiwei, Luo, Weijing, Hou, Yongqi, Xia, Yu, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Kang, Ning, Deng, Congshuang, Sun, Hu and Chen, Chongxian (2021) Factors affecting perceived health benefits and use behaviors in urban green spaces during the COVID-19 pandemic in southern China megacities. Frontiers in Public Health, 9, 759444. (doi: 10.3389/fpubh.2021.759444)

Zhang, Xiaoxiang, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Sila-Nowicka, Katarzyna ORCID logoORCID: https://orcid.org/0000-0002-1850-1765 and Song, Chonghui (2021) Geographic concentration of industries in Jiangsu, China: a spatial point pattern analysis using micro-geographic data. Annals of Regional Science, 66(2), pp. 439-461. (doi: 10.1007/s00168-020-01026-x)

Zhang, Xiaoxiang, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Wang, Jing and Sila-Nowicka, Katarzyna ORCID logoORCID: https://orcid.org/0000-0002-1850-1765 (2020) Changes of forestland in China's coastal areas (1996-2015): regional variations and driving forces. Land Use Policy, 99, 105018. (doi: 10.1016/j.landusepol.2020.105018)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Luo, Weicong, Mitchell, Richard ORCID logoORCID: https://orcid.org/0000-0003-3827-7155 and Zhang, Xiaoxiang (2020) Spatiotemporal access to emergency medical services in Wuhan, China: accounting for scene and transport time intervals. International Journal of Health Geographics, 19, 52. (doi: 10.1186/s12942-020-00249-7) (PMID:33243272) (PMCID:PMC7689650)

Yuan, Qiheng, Zhou, Keliang ORCID logoORCID: https://orcid.org/0000-0001-8626-1284 and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2020) A new measure of wind power variability with implications for the optimal sizing of standalone wind power systems. Renewable Energy, 150, pp. 538-549. (doi: 10.1016/j.renene.2019.12.121)

Zhang, Xiaoxiang, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Sila-Nowicka, Katarzyna ORCID logoORCID: https://orcid.org/0000-0002-1850-1765 and Jin, Yuhao (2020) Urban fire dynamics and its association with urban growth: evidence from Nanjing. ISPRS International Journal of Geo-Information, 9(4), 218. (doi: 10.3390/ijgi9040218)

Jin, Yuhao, Liu, Xiaoping, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Zhang, Xiaoxiang and Zhang, Han (2020) Mapping the annual dynamics of cultivated land in typical area of the Middle-lower Yangtze plain using long time-series of Landsat images based on Google Earth Engine. International Journal of Remote Sensing, 41(4), pp. 1625-1644. (doi: 10.1080/01431161.2019.1673917)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Murray, Alan T., Wang, Jing and Zhang, Xiaoxiang (2019) Evaluation and development of sustainable urban land use plans through spatial optimization. Transactions in GIS, 23, pp. 705-725. (doi: 10.1111/tgis.12531)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Wong, David W.S., Bailey, Nick ORCID logoORCID: https://orcid.org/0000-0002-1618-5949 and Minton, Jon ORCID logoORCID: https://orcid.org/0000-0003-1207-6259 (2019) Spatial segregation measures: a methodological review. Tijdschrift voor Economische en Sociale Geografie, 110(3), pp. 235-250. (doi: 10.1111/tesg.12305)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Zhang, Xiaoxiang and Murray, Alan T. (2019) Location optimization of urban fire stations: access and service coverage. Computers, Environment and Urban Systems, 73, pp. 184-190. (doi: 10.1016/j.compenvurbsys.2018.10.006)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Agadjanian, Victor (2018) Bypassing health facilities in rural Mozambique: spatial, institutional, and individual determinants. BMC Health Services Research, 18, 1006. (doi: 10.1186/s12913-018-3834-y) (PMID:30594198)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Zhang, Xiaoxiang and Murray, Alan T. (2018) Spatial optimization for land use allocation: accounting for sustainability concerns. International Regional Science Review, 41(6), pp. 579-600. (doi: 10.1177/0160017617728551)

Zhang, Xiaoxiang, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Sila-Nowicka, Katarzyna ORCID logoORCID: https://orcid.org/0000-0002-1850-1765 (2018) Exploring spatiotemporal dynamics of urban fires: A case of Nanjing, China. ISPRS International Journal of Geo-Information, 7(1), 7. (doi: 10.3390/ijgi7010007)

Victor, Agadjanian, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Hayford, Sarah (2016) Place, time and experience: barriers to universalization of institutional child delivery in rural Mozambique. International Perspectives on Sexual and Reproductive Health, 42(1), pp. 21-31. (doi: 10.1363/42e0116)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Fotheringham, A. Stewart (2016) Local spatiotemporal modeling of house prices: a mixed model approach. Professional Geographer, 68(2), pp. 189-201. (doi: 10.1080/00330124.2015.1033671)

Fotheringham, A. Stewart, Crespo, Ricardo and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2015) Geographical and temporal weighted regression (GTWR). Geographical Analysis, 47(4), pp. 431-452. (doi: 10.1111/gean.12071)

Agadjanian, Victor, Hayford, Sarah R., Luz, Luciana and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2015) Bridging user and provider perspectives: Family planning access and utilization in rural Mozambique. International Journal of Gynecology and Obstetrics, 130(Supl 3), E47-E51. (doi: 10.1016/j.ijgo.2015.03.019) (PMID:26082266)

Fotheringham, A.Stewart, Crespo, Ricardo and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2015) Exploring, modelling and predicting spatiotemporal variations in house prices. Annals of Regional Science, 54(2), pp. 417-436. (doi: 10.1007/s00168-015-0660-6)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Murray, Alan T. (2014) Serving regional demand in facility location. Papers in Regional Science, 93(3), pp. 643-662. (doi: 10.1111/pirs.12013)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Agadjanian, Victor and Murray, Alan T. (2014) Spatial and social inequities in {HIV} testing utilization in the context of rapid scale-up of HIV/AIDS services in rural Mozambique. Health and Place, 28, 133 - 141. (doi: 10.1016/j.healthplace.2014.04.007)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Murray, Alan T. (2014) Locational effectiveness of clinics providing sexual and reproductive health services to women in rural Mozambique. International Regional Science Review, 37(2), pp. 172-193. (doi: 10.1177/0160017614524227)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Murray, Alan T. and Agadjanian, Victor (2013) A geographical perspective on access to sexual and reproductive health care for women in rural Africa. Social Science and Medicine, 96, 60 - 68. (doi: 10.1016/j.socscimed.2013.07.025)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Murray, Alan T. (2013) Continuous surface representation and approximation: spatial analytical implications. International Journal of Geographical Information Science, 27(5), pp. 883-897. (doi: 10.1080/13658816.2012.725475)

Cudnik, Michael, Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Murray, Alan T., Pennington, Sarah, Andrusiek, Dug and Christenson, James (2012) Does Gis-derived Transport Time Prediction Reflect Actual Transport Times In Out-of-hospital Cardiac Arrest Patients? Academic Emergency Medicine, 19(S1), S272. (doi: 10.1111/j.1553-2712.2012.01332.x)

Cudnik, Michael T., Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Zive, Dana, Newgard, Craig and Murray, Alan T. (2012) Surrogate markers of transport distance for out-of-hospital cardiac arrest patients. Prehospital Emergency Care, 16(2), pp. 266-272. (doi: 10.3109/10903127.2011.615009)

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248, Murray, Alan, Agadjanian, Victor and Hayford, Sarah R. (2012) Geographic influences on sexual and reproductive health service utilization in rural Mozambique. Applied Geography, 32(2), 601 - 607. (doi: 10.1016/j.apgeog.2011.07.009)

Book Sections

Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Murray, Alan T. (2020) A spatial optimization approach for solving a multi-facility location problem with continuously distributed demand. In: Thill, Jean-Claude (ed.) Innovations in Urban and Regional Systems. Springer, pp. 113-135. ISBN 9783030436926 (doi: 10.1007/978-3-030-43694-0_6)

Edited Journals

Heppenstall, Alison ORCID logoORCID: https://orcid.org/0000-0002-0663-3437, Wang, Mingshu ORCID logoORCID: https://orcid.org/0000-0001-5260-3143, Demsar, Urska, Lemmens, Rob and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (Eds.) (2024) 27th AGILE Conference on Geographic Information Science “Geographic Information Science for a Sustainable Future”. AGILE: GIScience Series. 5 [Edited Journal]

Conference or Workshop Item

Bailey, Nick ORCID logoORCID: https://orcid.org/0000-0002-1618-5949, Livingston, Mark ORCID logoORCID: https://orcid.org/0000-0002-8543-4670, Wang, Yang ORCID logoORCID: https://orcid.org/0000-0002-4977-730X and Yao, Jing ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 (2021) Urban housing markets after the pandemic – a UK perspective. Housing Related Impacts of the Pandemic Seminars: Changing spatial preferences through Covid-19, Online, 17 Feb 2021.

Conference Proceedings

Yao, J. ORCID logoORCID: https://orcid.org/0000-0002-8677-8248 and Zhang, X. (2016) Spatial-Temporal Dynamics of Urban Fire Incidents: a Case Study of Nanjing, China. In: XXIII ISPRS Congress, Prague, Czech Republic, 12-19 Jul 2016, pp. 63-69. (doi: 10.5194/isprsarchives-XLI-B2-63-2016)

This list was generated on Tue Jul 8 14:53:02 2025 BST.

Grants

  • 2023-2025. PI. A Big Data Approach to Remotely Tracking Global Rangeland Condition Changes. The Royal Society, £11,970. 
  • 2023. PI. Internal Funding for NERC Supporting Interdisciplinarity in Discovery Science. University of Glasgow, £8,791.  
  • 2021-2023. PI. Towards a Healthy Urban Environment: Post-pandemic Urban Public Space Planning, Design and Management. The Royal Society of Edinburgh, £9,800.
  • 2019-2024. Co-I. Urban Big Data Centre. ESRC.
  • 2017-2021. Co-I. GCRF Centre for Sustainable, Healthy, and Learning Cities and Neighbourhoods (SHLC). GCRF Research Councils UK Collective Fund.
  • 2017-2019. Co-I. EuroGEOSS-Hub: the European approach to Data Hub for GEOSS. Horizon 2020 Research and Innovation Framework Programme. European Commission.
  • 2016. Postdoctoral and Early Career Researcher Exchanges Funds. Scottish Alliance for Geoscience, Environment and Society, £2,500.
  • 2016-2019. Co-I. The Re-Making of Chinese Urban Neighbourhoods: Socio-Spatial Transformation and Access to Public Services. ESRC.
  • 2015. Glasgow-Nankai Research Exchange Grant. University of Glasgow, £1,500. 
  • 2013-2015. PI. Spatial Optimization Approaches for Solving the Continuous multi‐Weber Problem. National Natural Science Foundation of China, ¥230,000.
  • 2013-2015. Co-I. Continuous Geographic Physical Process Model and its Integration with GIS. National Natural Science Foundation of China, ¥250,000.  

Supervision

PhD students

  • 2024- , Mr Haonan Lyu, lead supervisor
  • 2024- , Mr Jiazhi Zhu, lead supervisor
  • 2024- , Miss Xinyan Xian, second supervisor
  • 2023- , Miss Huan Chen, lead supervisor
  • 2023- , Mr Roland Shanks, second supervisor
  • 2018 - 2022: Dr Weicong Luo, lead supervisor, “Measuring and Optimizing Accessibility to Emergency Medical Services”. (Assistant Professor, Huazhong Agricultural University, China)
  • 2018 - 2019: Dr Yuhao Jin (visiting student from Sun Yat-sen University from China). (Associate Professor, South China Agricultural University, China)

Visiting Scholars

  • 2024.12-2025.12, Dr Danxia Song, Central China Normal University, China
  • 2023.09-2024.08, Prof. Ming Yu, Fujian University of Technology, China
  • 2023.09-2024.08, Prof. Zhanjun He, China University of Geosciences, China
  • 2022.12-2023.12, Dr Qiuping Li, Sun Yat-sen University, China
  • 2022.12-2023.02, Dr Yunxia Liu, Zhou Enlai School of Government, Nankai University, China
  • 2016.12-2017.12, Dr Xuemei Bi, the Center of Earthquake Emergency Technical Support, Earthquake Administration of Jiangsu, China
  • 2016.01, Prof. Jing Wang, Wuhan University, China
  • Xian, Xinyan
    Optimization of Hybrid Truck-Drone Delivery Systems
  • Zhu, Jiazhi
    Leveraging GeoAI for Flash Flood Susceptibility Prediction

Teaching

Postgraduate

  • Principles and Applications of GIS
  • Programming with GIS
  • Researching the City: Spatial Approaches

Training Courses at Urban Big Data Centre

  • Introduction to R
  • Introduction to R for Spatial Analysis
  • Using R: Statistical Analysis

Research datasets

Jump to: 2023
Number of items: 1.

2023

Wang, Y. P. , Kintrea, K. , Osborne, M. , Schweisfurth, M. , Mitchell, R. , Kamete, A. , Yao, J. , Stewart, A. , Ahmad, S. , Young, G., Nesterova, Y. , Everatt, D., Lynge, H., Abrahams, C., Turok, I., Scheba, A., Visagie, J., Manirakiza, V., Malonza, J., Nduwayezu, G., Mugabe, L., Nsabimana, A., Rutayisire, P., Nzayirambaho, M., Njunwa, J.K., Levira, F., Moshi, I., Msuya, I., Kundu, D., Sharma, P., Debnath, T., Roy, S., Sowgat, T., Islam, T., Shakil, I., Reyes, M., Gamboa, M., Rivera, R., Caluag, A., Manlapas, I., Racoma, D., Sun, T., Zhai, L., Li, C., Liu, Y., Wang, C., Zhang, L., Sun, X., Bhandari, R., Baffoe, G., Lawson, V. and Long, J. (2023) GCRF Centre for Sustainable, Healthy and Learning Cities and Neighbourhoods: Household Survey and Neighbourhood Focus Group Data from Seven Asian and African Countries, 2021-2022. [Data Collection]

This list was generated on Tue Jul 8 17:02:37 2025 BST.

Additional information

Editorial Board Member

  • International Journal of Geographical Information Science
  • Computers, Environment and Urban Systems
  • Applied Spatial Analysis and Policy
  • Transactions in Urban Data, Science, and Technology
  • Environmental Impact Assessment Review
  • Geomatica
  • Journal of Geodesy and Geoinformation Science

Journal Reviewer (selected)

  • International Regional Science Review
  • Geographical Analysis
  • International Journal of Geographical Information Science
  • Environment and Planning B: Urban Analytics and City Science
  • Journal of the Operational Research Society
  • The Annals of Regional Science
  • Applied Geography

Professional Society Membership

  • Association of Geographic Information Laboratories in Europe (Council Member)
  • Association of American Geographers 
  • Scottish Alliance for Geoscience, Environment and Society

Jing Yao_Photo