Data driven monitoring of thermal profile: towards sustainable urban habitats

Surabhi Mehrotra, P. Mammen, K. Ramamritham, R. Bardhan
{"title":"Data driven monitoring of thermal profile: towards sustainable urban habitats","authors":"Surabhi Mehrotra, P. Mammen, K. Ramamritham, R. Bardhan","doi":"10.1145/3287098.3287133","DOIUrl":null,"url":null,"abstract":"Rapid urbanization with haphazard growth pattern often leads to intensification of built-up areas. The built-up areas increase the ambient air temperature and results in heat stress conditions thereby causing adverse health impacts. Therefore, mitigation of urban warming has become a major concern for urban administrators. Accurate identification of heat stressed areas has been difficult due to the low spatial or temporal resolutions of data collected through conventional methods. Hence, in this paper, we have applied an ICT based solution by deploying low cost sensor modules at various building typologies to continuously monitor and capture the diurnal thermal variations in air temperatures. With diurnal temperature profile, we could assess 1) the thermal gradient of varied built typologies and, 2) using spatial analytics, we could analyse the spatial variability of hotspots in the study area. ICT based data-driven approach provides a novel solution to thermal monitoring and inform future policies on building regulations to achieve the greater goal of sustainable urban development.","PeriodicalId":159525,"journal":{"name":"Proceedings of the Tenth International Conference on Information and Communication Technologies and Development","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Tenth International Conference on Information and Communication Technologies and Development","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3287098.3287133","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Rapid urbanization with haphazard growth pattern often leads to intensification of built-up areas. The built-up areas increase the ambient air temperature and results in heat stress conditions thereby causing adverse health impacts. Therefore, mitigation of urban warming has become a major concern for urban administrators. Accurate identification of heat stressed areas has been difficult due to the low spatial or temporal resolutions of data collected through conventional methods. Hence, in this paper, we have applied an ICT based solution by deploying low cost sensor modules at various building typologies to continuously monitor and capture the diurnal thermal variations in air temperatures. With diurnal temperature profile, we could assess 1) the thermal gradient of varied built typologies and, 2) using spatial analytics, we could analyse the spatial variability of hotspots in the study area. ICT based data-driven approach provides a novel solution to thermal monitoring and inform future policies on building regulations to achieve the greater goal of sustainable urban development.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
数据驱动的热剖面监测:走向可持续的城市栖息地
无序增长模式下的快速城市化往往导致建成区的集约化。建成区增加了环境空气温度,导致热应激状况,从而对健康造成不利影响。因此,减缓城市变暖已成为城市管理者关注的主要问题。由于传统方法收集的数据空间或时间分辨率较低,因此难以准确识别热应力区。因此,在本文中,我们通过在各种建筑类型中部署低成本传感器模块,应用了基于ICT的解决方案,以连续监测和捕获空气温度的日热变化。利用日温度剖面,我们可以评估1)不同建筑类型的热梯度;2)利用空间分析,我们可以分析研究区域热点的空间变异性。基于信息通信技术的数据驱动方法为热监测提供了一种新颖的解决方案,并为未来的建筑法规政策提供信息,以实现可持续城市发展的更大目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Characterization of internal migrant behavior in the immediate post-migration period using cell phone traces Taming the Amazon: the domestication of online shopping in Bangalore, India Urdu language based information dissemination system for low-literate farmers Effective credit scoring using limited mobile phone data Developing a bangla currency recognizer for visually impaired people
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1