A spatio-temporal method for crime prediction using historical crime data and transitional zones identified from nightlight imagery

Author:

Yang Bo12ORCID,Liu Lin2ORCID,Lan Minxuan2ORCID,Wang Zengli23ORCID,Zhou Hanlin2ORCID,Yu Hongjie4

Affiliation:

1. Department of Sociology, University of Central Florida, Orlando, FL, USA

2. Department of Geography and GIS, University of Cincinnati, Cincinnati, OH, USA

3. College of Civil Engineering, Nanjing Forestry University, Nanjing, China

4. Center of Integrated Geographic Information Analysis, School of Geography and Planning, Sun Yat-Sen University, Guangzhou, China

Funder

University of Central Florida Preeminent Postdoctoral Program

Publisher

Informa UK Limited

Subject

Library and Information Sciences,Geography, Planning and Development,Information Systems

Cited by 37 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Are There Non-Business Days for Crime? A Small-Area Bayesian Spatiotemporal Analysis of Crime Patterns;Deviant Behavior;2024-08-05

2. Spatiotemporal Analysis of Nighttime Crimes in Vienna, Austria;ISPRS International Journal of Geo-Information;2024-07-10

3. The Effectiveness of Big Data-Driven Predictive Policing: Systematic Review;Justice Evaluation Journal;2024-07-05

4. Prediction of Crime Hotspots with Stacked Generalization Approach;2024 5th International Conference on Recent Trends in Computer Science and Technology (ICRTCST);2024-04-09

5. Using Remote Sensing Data in Urban Crime Analysis: A Systematic Review of English-Language Literature from 2003 to 2023;International Criminal Justice Review;2024-03-24

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