Field-based Heatwave Risk Assessment of Outdoor Workers Measured by Wearable Sensors

IF 2.2 4区 地球科学 Q3 METEOROLOGY & ATMOSPHERIC SCIENCES Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-04-24 DOI:10.1007/s13143-023-00326-4
Ara Kim, Gayoung Yoo
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Abstract

Increasing heatwave frequency due to climate change threatens outdoor workers’ health. We aimed to assess the on-site heat strain level of outdoor workers using wearable sensors and identify the factors for consideration in developing individual-based heat adaptation strategies. Seven road construction workers were recruited and asked to wear necklace-form temperature loggers and smartwatches monitoring heart rate (HR). The questionnaire was delivered daily to ask about their psychological comfort level during work. Workers were exposed to up to 5.4 °C higher temperature than the official air temperature, indicating that the national heatwave alarm does not reflect on-site heat conditions. Based on the measured HR data, heat strain levels were defined. When HR exceeded the level of “180-age,” we assumed extreme heat strain occurred, which requires immediate cessation of work. When HR exceeded 40% of the individual heart rate reserve (the difference between the maximum and resting HR), we assumed high heat strain occurred, indicating a stressed condition. High heat strain occurred in all workers on 9 of the 13 monitored days, whereas the official heatwave alarms were issued only on four dates. Additionally, three workers experienced extreme heat strain on two dates. The main factor for workers experiencing extreme heat strain was age. Comparing the heat strain levels from HR with the survey results, we found that the older workers considered their condition comfortable even under extreme and high heat strain. Thus, an individual sensor-based early-warning system is needed to prevent heat strain not perceived by outdoor workers. The findings emphasize the need for a personalized adaptation strategy for heatwaves and will be a baseline for developing a new work manual that mainstreams climate change impacts.

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基于可穿戴传感器的户外工作者现场热浪风险评估
由于气候变化,热浪频率的增加威胁着户外工作者的健康。我们的目的是利用可穿戴传感器评估户外工人的现场热应变水平,并确定在制定基于个人的热适应策略时需要考虑的因素。研究人员招募了7名道路建筑工人,要求他们佩戴项链式温度记录仪和监测心率(HR)的智能手表。调查问卷每天发放,询问他们在工作期间的心理舒适程度。工人们暴露在比官方气温高出5.4℃的环境中,这表明国家热浪警报并不能反映现场的高温状况。根据测量的HR数据,定义了热应变水平。当HR超过“180岁”水平时,我们假设发生了极端热疲劳,这需要立即停止工作。当心率超过个人心率储备(最大心率与静息心率之差)的40%时,我们假设发生了高热应变,表明应激状态。在监测的13天中,有9天所有工人都出现了高温,而官方的热浪警报只在4天发出。此外,三名工人在两次约会中经历了极端的高温。工人发生极端热疲劳的主要因素是年龄。将HR的热应变水平与调查结果进行比较,我们发现即使在极端和高热应变下,老年工人也认为自己的状态是舒适的。因此,需要一个单独的基于传感器的预警系统来防止室外工作人员无法感知的热应变。研究结果强调需要针对热浪制定个性化的适应策略,并将成为制定将气候变化影响纳入主流的新工作手册的基础。
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来源期刊
Asia-Pacific Journal of Atmospheric Sciences
Asia-Pacific Journal of Atmospheric Sciences 地学-气象与大气科学
CiteScore
5.50
自引率
4.30%
发文量
34
审稿时长
>12 weeks
期刊介绍: The Asia-Pacific Journal of Atmospheric Sciences (APJAS) is an international journal of the Korean Meteorological Society (KMS), published fully in English. It has started from 2008 by succeeding the KMS'' former journal, the Journal of the Korean Meteorological Society (JKMS), which published a total of 47 volumes as of 2011, in its time-honored tradition since 1965. Since 2008, the APJAS is included in the journal list of Thomson Reuters’ SCIE (Science Citation Index Expanded) and also in SCOPUS, the Elsevier Bibliographic Database, indicating the increased awareness and quality of the journal.
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