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首页> 外文期刊>Environment and Planning B: Urban Analytics and City Science >Noise and the city: Leveraging crowdsourced big data to examine the spatio-temporal relationship between urban development and noise annoyance
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Noise and the city: Leveraging crowdsourced big data to examine the spatio-temporal relationship between urban development and noise annoyance

机译:噪音和城市:利用众群大数据来检查城市发展与噪音烦扰之间的时空关系

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摘要

Noise is one of the most frequent complaints and represents a public health hazard. While traffic-related noise has been studied extensively, research on construction noise has been lacking. In this study, we examined the relationship between construction activities and noise annoyance and tested whether this relationship is stronger after working hours. Data were drawn from a historical inventory of major development projects and crowdsourced citizen complaints data (311 calls) in Vancouver, Canada from 2011 to 2016. Mixed effects models were developed with an interaction between construction activities and after-hours report. Results show that neighborhood noise complaints were significantly associated with major constructions (IRR = 1.062, 95% CI = 1.024-1.097). A significant interaction effect was also found between construction activities and after-hours reporting (IRR = 1.050 CI = 1.012-1.087). To our knowledge, this is one of the first studies to empirically show the adverse effects of urban development on noise annoyance. The results imply that existing noise bylaws may not be effective in restricting construction activities at night and during sleeping hours, which may cause adverse health effects.
机译:噪音是最常见的投诉之一,并且代表公共卫生危害。虽然广泛研究了与交通相关的噪声,但缺乏对施工噪声的研究。在这项研究中,我们检查了施工活动与噪音烦恼之间的关系,并测试了工作时间后这种关系是否更强大。从2011年到2016年从加拿大温哥华的主要发展项目和众群公民投诉数据(311呼叫)的历史清单中获取了数据,从2011年到2016年。混合效果模型是在施工活动和小时后报告之间的互动。结果表明,邻域噪声抱怨与主要结构有显着相关(IRR = 1.062,95%CI = 1.024-1.097)。在施工活动和小时后报告之间也发现了显着的相互作用效果(IRR = 1.050 CI = 1.012-1.087)。为了我们的知识,这是第一项凭经验展现城市发展对噪音烦恼的不利影响的研究之一。结果意味着现有的噪音章程可能无效在夜间和睡眠时间内限制施工活动,这可能导致健康效应不良。

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