更明亮的夜晚,更安全的城市?探索VIIRS夜间灯光与城市犯罪风险之间的空间联系

IF 3.8 Q2 ENVIRONMENTAL SCIENCES
Subham Roy, Indrajit Roy Chowdhury
{"title":"更明亮的夜晚,更安全的城市?探索VIIRS夜间灯光与城市犯罪风险之间的空间联系","authors":"Subham Roy,&nbsp;Indrajit Roy Chowdhury","doi":"10.1016/j.rsase.2025.101489","DOIUrl":null,"url":null,"abstract":"<div><div>Urban safety is critical for sustainable cities, especially in emerging countries such as India, where growing crime endangers community well-being and economic stability. This research examines the geographical association between nighttime light (NTL) intensity and urban property crime, namely theft and burglary in Siliguri City, India. This research seeks to answer the question: <em>Do well-illuminated areas experience lower property crime incidents compared to poorly-lit neighbourhoods?</em> The research uses NASA's Suomi NPP-VIIRS nightlight data from 2021 to 2023 to examine spatial patterns and relationships between NTL and urban crime, using spatial analytic methods. Furthermore, a Negative Binomial Regression Model (NBRM) confirms the hypothesis that areas with low NTL are more vulnerable to crime. The findings indicate a substantial negative association between NTL and urban crime, with brighter locations seeing lower crime rates. Northern neighbourhoods of the city with poor NTL had increased crime incidents, demonstrating vulnerability. Empirical evidence reveals that a one-unit increase in NTL intensity decreased larceny by 14.8% and burglary by 24.3%. Improved model performance, as shown in R<sup>2</sup>, AIC, and BIC, emphasizes the significance of NTL in crime reduction. The results emphasize the need for strategic investments in lighting infrastructure as a key instrument for urban safety and policymaking.</div></div>","PeriodicalId":53227,"journal":{"name":"Remote Sensing Applications-Society and Environment","volume":"37 ","pages":"Article 101489"},"PeriodicalIF":3.8000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Brighter Nights, safer cities? Exploring spatial link between VIIRS nightlight and urban crime risk\",\"authors\":\"Subham Roy,&nbsp;Indrajit Roy Chowdhury\",\"doi\":\"10.1016/j.rsase.2025.101489\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Urban safety is critical for sustainable cities, especially in emerging countries such as India, where growing crime endangers community well-being and economic stability. This research examines the geographical association between nighttime light (NTL) intensity and urban property crime, namely theft and burglary in Siliguri City, India. This research seeks to answer the question: <em>Do well-illuminated areas experience lower property crime incidents compared to poorly-lit neighbourhoods?</em> The research uses NASA's Suomi NPP-VIIRS nightlight data from 2021 to 2023 to examine spatial patterns and relationships between NTL and urban crime, using spatial analytic methods. Furthermore, a Negative Binomial Regression Model (NBRM) confirms the hypothesis that areas with low NTL are more vulnerable to crime. The findings indicate a substantial negative association between NTL and urban crime, with brighter locations seeing lower crime rates. Northern neighbourhoods of the city with poor NTL had increased crime incidents, demonstrating vulnerability. Empirical evidence reveals that a one-unit increase in NTL intensity decreased larceny by 14.8% and burglary by 24.3%. Improved model performance, as shown in R<sup>2</sup>, AIC, and BIC, emphasizes the significance of NTL in crime reduction. The results emphasize the need for strategic investments in lighting infrastructure as a key instrument for urban safety and policymaking.</div></div>\",\"PeriodicalId\":53227,\"journal\":{\"name\":\"Remote Sensing Applications-Society and Environment\",\"volume\":\"37 \",\"pages\":\"Article 101489\"},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2025-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Remote Sensing Applications-Society and Environment\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2352938525000424\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Remote Sensing Applications-Society and Environment","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352938525000424","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

城市安全对于可持续发展的城市至关重要,特别是在印度等新兴国家,不断增长的犯罪威胁着社区福祉和经济稳定。本研究考察了印度西里古里市夜间灯光强度与城市财产犯罪(即盗窃和入室盗窃)之间的地理关系。这项研究试图回答这样一个问题:照明良好的地区是否比照明不足的地区经历更低的财产犯罪事件?该研究使用了2021年至2023年NASA的Suomi NPP-VIIRS夜灯数据,使用空间分析方法研究NTL与城市犯罪之间的空间模式和关系。此外,负二项回归模型(NBRM)证实了NTL低的地区更容易发生犯罪的假设。研究结果表明,NTL与城市犯罪率之间存在实质性的负相关关系,越明亮的地区犯罪率越低。城市北部地区的NTL较差,犯罪事件增加,显示出脆弱性。经验证据表明,NTL强度每增加一个单位,盗窃和入室盗窃分别减少14.8%和24.3%。改进后的模型性能,如R2、AIC和BIC所示,强调了NTL在减少犯罪中的重要性。研究结果强调,需要对照明基础设施进行战略投资,将其作为城市安全和政策制定的关键工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Brighter Nights, safer cities? Exploring spatial link between VIIRS nightlight and urban crime risk
Urban safety is critical for sustainable cities, especially in emerging countries such as India, where growing crime endangers community well-being and economic stability. This research examines the geographical association between nighttime light (NTL) intensity and urban property crime, namely theft and burglary in Siliguri City, India. This research seeks to answer the question: Do well-illuminated areas experience lower property crime incidents compared to poorly-lit neighbourhoods? The research uses NASA's Suomi NPP-VIIRS nightlight data from 2021 to 2023 to examine spatial patterns and relationships between NTL and urban crime, using spatial analytic methods. Furthermore, a Negative Binomial Regression Model (NBRM) confirms the hypothesis that areas with low NTL are more vulnerable to crime. The findings indicate a substantial negative association between NTL and urban crime, with brighter locations seeing lower crime rates. Northern neighbourhoods of the city with poor NTL had increased crime incidents, demonstrating vulnerability. Empirical evidence reveals that a one-unit increase in NTL intensity decreased larceny by 14.8% and burglary by 24.3%. Improved model performance, as shown in R2, AIC, and BIC, emphasizes the significance of NTL in crime reduction. The results emphasize the need for strategic investments in lighting infrastructure as a key instrument for urban safety and policymaking.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
8.00
自引率
8.50%
发文量
204
审稿时长
65 days
期刊介绍: The journal ''Remote Sensing Applications: Society and Environment'' (RSASE) focuses on remote sensing studies that address specific topics with an emphasis on environmental and societal issues - regional / local studies with global significance. Subjects are encouraged to have an interdisciplinary approach and include, but are not limited by: " -Global and climate change studies addressing the impact of increasing concentrations of greenhouse gases, CO2 emission, carbon balance and carbon mitigation, energy system on social and environmental systems -Ecological and environmental issues including biodiversity, ecosystem dynamics, land degradation, atmospheric and water pollution, urban footprint, ecosystem management and natural hazards (e.g. earthquakes, typhoons, floods, landslides) -Natural resource studies including land-use in general, biomass estimation, forests, agricultural land, plantation, soils, coral reefs, wetland and water resources -Agriculture, food production systems and food security outcomes -Socio-economic issues including urban systems, urban growth, public health, epidemics, land-use transition and land use conflicts -Oceanography and coastal zone studies, including sea level rise projections, coastlines changes and the ocean-land interface -Regional challenges for remote sensing application techniques, monitoring and analysis, such as cloud screening and atmospheric correction for tropical regions -Interdisciplinary studies combining remote sensing, household survey data, field measurements and models to address environmental, societal and sustainability issues -Quantitative and qualitative analysis that documents the impact of using remote sensing studies in social, political, environmental or economic systems
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信