Minxuan Lan
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Assistant Professor
Director of Spatial Social Science Research Lab, Geography and Planning , J Herb Coll Arts, Soc Sci & Ed
Overview
overview
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Dr. Lan is a human geographer with expertise in Geographic Information Systems (GIS), spatial statistics, crime science, public health, and big data mining. He is particularly interested in applying interdisciplinary theories and methods to address real-world problems. He believes that researchers should actively embrace emerging data sources and data-driven approaches, while ensuring that their work remains grounded in and informed by established theoretical frameworks.
Dr. Lan currently serves as the Director of the Spatial Social Science Research Lab. His research and publications focus on the application of spatial analysis to spatiotemporal crime patterns, theoretical advancements in criminology, and the ongoing substance abuse epidemic:
- Spatiotemporal analysis and its applications in crime, public health, and human sustainability
- Data mining, GeoAI, and natural language processing (NLP), particularly applied to social media big data
- The substance abuse epidemic and drug-related issues
Research Profiles
- Google Scholar: https://scholar.google.com/citations?user=I6XAgVEAAAAJ&hl
- ORCID: https://orcid.org/0000-0002-4528-9544
- ResearchGate: https://www.researchgate.net/profile/Minxuan_Lan
- ScholarGPS: https://scholargps.com/scholars/68302453956566/minxuan-lan
- Web of Science: https://www.webofscience.com/wos/author/record/1957117
Publications
selected publications
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Article (Faculty180)
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2025
Maternal mortality rates: Does marraige matter?
. Urban Informatics. 4. -
2025
Spatial Variations of the Broken Emotion Conjecture
. Social Science Computer Review. -
2025
The impact of changing ambient population composition on crime during COVID-19 lockdowns
. Applied Geography. 180. -
2025Assessing the impact of modern streetcar on street robbery at street segment level: a longitudinal comparison in Cincinnati, OH. Habitat International. 156:103280.
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2025Capturing the spatial arrangement of POIs in crime modeling. Computers, Environment and Urban Systems. 117:102245.
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2025From alleys to arterial streets: Unpacking the influence of diverse street types and associated business on urban theft patterns. Applied Geography. 174:103471.
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2025“Less is more”: How effective is the joint effect on CCTV crime reduction?. Cities. 162:105928.
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2024A Multiscale Assessment of the Impact of Perceived Safety from Street View Imagery on Street Crime. Annals of the American Association of Geographers. 114:69-90.
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2024Pediatric Oral Health Service Access in Racial/Ethnic Minority Neighborhoods: A Geospatial Analysis in Washington, D.C., USA. Dental research and oral health. 7:36-42.
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2024The Impact of Spatial Changes on the Assessment of CCTV Effects: An Example of the Green Light Project in Detroit. Annals of the American Association of Geographers. 114:753–769.
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2023Are Crime and Collective Emotion Interrelated? A "Broken Emotion" Conjecture from Community Twitter Posts. Social Science Computer Review. 41:528-553.
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2023Assessing Potable Water Access and Its Implications for Households’ Livelihoods: The Case of Sibi in the Nkwanta North District, Ghana. ISPRS International Journal of Geo-Information. 12.
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2023Understanding crime and place: A methods handbook. REGIONAL SCIENCE POLICY AND PRACTICE. 15:709-710.
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2022Agglomerative effects of crime attractors and generators on street robbery? An assessment by Luojia 1-01 satellite nightlight. Annals of the American Association of Geographers. 112:350.
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2022Assessing the intraday variation of the spillover effect of tweets-derived ambient population on crime. Social Science Computer Review. 40:512.
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2022Different Ways Ambient and Immobile Population Distributions Influence Urban Crime Patterns. ISPRS International Journal of Geo-Information. 11:581.
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2022Interpretable machine learning models for crime prediction. Computers, Environment and Urban Systems. 94:101789.
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2022The impact of civil registration-based demographic heterogeneity on community thefts. Habitat International. 129:102673.
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2021Assessing Impacts of New Subway Stations on Urban Thefts in the Surrounding Areas. ISPRS International Journal of Geo-Information. 10:632.
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2021Burglaries and entry controls in gated communities. Urban Studies. 58:2920.
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2021Evaluation of historic and operational satellite radar altimetry missions for constructing consistent long-term lake water level records. Hydrology and Earth System Sciences. 25:1643.
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2021Using Google Street View imagery to capture micro built environment characteristics in drug places, compared with street robbery. Computers, Environment and Urban Systems. 88:101631.
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2020A spatio-temporal method for crime prediction using historical crime data and transitional zones identified from nightlight imagery. International Journal of Geographical Information Science. 34:1740.
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2020Assessing the effects of bus stop relocation on street robbery. Computers, Environment and Urban Systems. 80:101455.
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2020Crime prediction with historical crime and movement data of potential offenders using a spatio-temporal cokriging method. ISPRS International Journal of Geo-Information. 9:732.
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2020Linking Luojia 1-01 nightlight imagery to urban crime. Applied geography. 125:102267.
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2020The Effects of Police CCTV Camera on Crime Displacement and Diffusion of Benefits: A Case Study from Gusu District in Suzhou, China. Scientia Geographica Sinica. 40:1601-1609.
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2019
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2019Crime geographical displacement: Testing its potential contribution to crime prediction. ISPRS International Journal of Geo-Information. 8:383.
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2019
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2019How is the confidentiality of crime locations affected by parameters in kernel density estimation?. ISPRS International Journal of Geo-Information. 8:544.
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2019The spillover effect of geotagged tweets as a measure of ambient population for theft crime. Sustainability. 11:6748.
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Other Scholarly Work (Faculty180)
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2024
COVID-19 mortality among nursing home residents in the United States 2020-2022
. American Public Health Association Annual Convention .
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Presentation (Faculty180)
Contact
full name
- Minxuan Lan