Article(id=1208362388030600028, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1208362378329174732, articleNumber=null, orderNo=null, doi=null, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=research-article, receivedDate=null, receivedDateStr=null, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1766025643594, onlineDateStr=2025-12-18, pubDate=1760284800000, pubDateStr=2025-10-13, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1763913600000, onlineIssueDateStr=2025-11-24, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1766025643594, creator=13701087609, updateTime=1774080092269, updator=sys-migrate, issue=Issue{id=1208362378329174732, tenantId=1146029695717560320, journalId=1146031591421210625, year='2025', volume='43', issue='19', pageStart='1', pageEnd='136', issueExtLink='null', onlineDate='null', pubDate='1760284800000', pubDateStr='2025-10-13', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1766025641281, creator='13701087609', updateTime=1778551765812, updator='13041195026', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1260900752743064342, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1208362378329174732, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1260900752743064343, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1208362378329174732, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=11, endPage=11, ext={EN=ArticleExt(id=1208362388366144368, articleId=1208362388030600028, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=null, columnId=1157710593001177623, journalTitle=Science & Technology Review, columnName=Science and Technology News, runingTitle=null, highlight=null, articleAbstract=

在同一条街上，红绿灯的等待、店铺的出风口、居民楼的烟囱，可能比“这是不是主干道”更能决定你呼吸到的空气。2025年9月27日，荷兰乌特勒支大学在《Environmental Science & Tech‐ nology》发表的一项研究显示，通过整合街景图像的AI分析技术，传统城市空气污染暴露模型的精度显著提升。该研究在阿姆斯特丹开展，覆盖4.6万余条路段，首次发现烟囱、红绿灯等视觉特征可作为空气污染的关键预测指标，为超局部尺度的空气污染监测提供了新方案。

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在同一条街上，红绿灯的等待、店铺的出风口、居民楼的烟囱，可能比“这是不是主干道”更能决定你呼吸到的空气。2025年9月27日，荷兰乌特勒支大学在《Environmental Science & Tech‐ nology》发表的一项研究显示，通过整合街景图像的AI分析技术，传统城市空气污染暴露模型的精度显著提升。该研究在阿姆斯特丹开展，覆盖4.6万余条路段，首次发现烟囱、红绿灯等视觉特征可作为空气污染的关键预测指标，为超局部尺度的空气污染监测提供了新方案。

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（图片来源：《Environmental Science & Technology》）

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