Fine-Granularity Urban Microclimate Monitoring Using Wearable Multi-Source Sensors
With the development of urbanization, the environment is the key to the safety of residents’ life and health and the United Nations’ Sustainable Development Goals (SDGs). Urban environmental changes and microclimate problems have attracted widespread attention. For the SDGs, monitoring the urban mic...
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Veröffentlicht in: | Sustainability 2021-12, Vol.13 (24), p.14062 |
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creator | Ren, Jinjing Li, Runfa Jia, Fengshuo Yang, Xinhao Luo, Yusheng Wu, Chenglin Wang, Wei Yang, Yuan |
description | With the development of urbanization, the environment is the key to the safety of residents’ life and health and the United Nations’ Sustainable Development Goals (SDGs). Urban environmental changes and microclimate problems have attracted widespread attention. For the SDGs, monitoring the urban microclimate more accurately and effectively and ensuring residents’ environmental health and safety is particularly important when designing applications that can replace the traditional fixed-point urban environment or pollution monitoring. Based on the BeiDou Navigation Satellite System platform, this paper proposes a fine-granularity urban microclimate monitoring method using wearable multi-source (PM2.5, PM10, and other air pollutants) sensors innovatively, which includes the satellite position function by adopting the satellite pseudo-range differential positioning technology, environmental data perception through the embedded system and wireless transmission, as well as the GIS data processing and analysis system. The wearable sensor acquires position and service information data through the satellite positioning system and acquires environmental parameters through integrated mobile multi-source sensors. The data are cached and wirelessly transmitted to the cloud server for digital processing. The urban microclimate is evaluated and visualized through algorithm and map API. Mobile monitoring can be flexibly applied to complex and diverse urban spaces, effectively realizing all-weather, all-directional, and accurate microclimate monitoring of urban environmental quality. |
doi_str_mv | 10.3390/su132414062 |
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Urban environmental changes and microclimate problems have attracted widespread attention. For the SDGs, monitoring the urban microclimate more accurately and effectively and ensuring residents’ environmental health and safety is particularly important when designing applications that can replace the traditional fixed-point urban environment or pollution monitoring. Based on the BeiDou Navigation Satellite System platform, this paper proposes a fine-granularity urban microclimate monitoring method using wearable multi-source (PM2.5, PM10, and other air pollutants) sensors innovatively, which includes the satellite position function by adopting the satellite pseudo-range differential positioning technology, environmental data perception through the embedded system and wireless transmission, as well as the GIS data processing and analysis system. The wearable sensor acquires position and service information data through the satellite positioning system and acquires environmental parameters through integrated mobile multi-source sensors. The data are cached and wirelessly transmitted to the cloud server for digital processing. The urban microclimate is evaluated and visualized through algorithm and map API. Mobile monitoring can be flexibly applied to complex and diverse urban spaces, effectively realizing all-weather, all-directional, and accurate microclimate monitoring of urban environmental quality.</description><identifier>ISSN: 2071-1050</identifier><identifier>EISSN: 2071-1050</identifier><identifier>DOI: 10.3390/su132414062</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Air pollution ; BeiDou Navigation Satellite System ; Cities ; Communication ; Data processing ; Data transmission ; Environmental changes ; Environmental health ; Environmental monitoring ; Environmental quality ; Growth models ; Microclimate ; Monitoring systems ; Navigation satellites ; Outdoor air quality ; Particulate matter ; Pollutants ; Pollution monitoring ; Position sensing ; Sensors ; Software ; Sustainability ; Sustainable development ; Urban areas ; Urban environments ; Urbanization ; Vehicles ; Wearable technology ; Wireless networks</subject><ispartof>Sustainability, 2021-12, Vol.13 (24), p.14062</ispartof><rights>2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c298t-6b44148b952109253edda443d175adbade99113ddb267e7f241bf7c4ba37df793</citedby><cites>FETCH-LOGICAL-c298t-6b44148b952109253edda443d175adbade99113ddb267e7f241bf7c4ba37df793</cites><orcidid>0000-0003-2266-6682 ; 0000-0002-3068-0030</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids></links><search><creatorcontrib>Ren, Jinjing</creatorcontrib><creatorcontrib>Li, Runfa</creatorcontrib><creatorcontrib>Jia, Fengshuo</creatorcontrib><creatorcontrib>Yang, Xinhao</creatorcontrib><creatorcontrib>Luo, Yusheng</creatorcontrib><creatorcontrib>Wu, Chenglin</creatorcontrib><creatorcontrib>Wang, Wei</creatorcontrib><creatorcontrib>Yang, Yuan</creatorcontrib><title>Fine-Granularity Urban Microclimate Monitoring Using Wearable Multi-Source Sensors</title><title>Sustainability</title><description>With the development of urbanization, the environment is the key to the safety of residents’ life and health and the United Nations’ Sustainable Development Goals (SDGs). Urban environmental changes and microclimate problems have attracted widespread attention. For the SDGs, monitoring the urban microclimate more accurately and effectively and ensuring residents’ environmental health and safety is particularly important when designing applications that can replace the traditional fixed-point urban environment or pollution monitoring. Based on the BeiDou Navigation Satellite System platform, this paper proposes a fine-granularity urban microclimate monitoring method using wearable multi-source (PM2.5, PM10, and other air pollutants) sensors innovatively, which includes the satellite position function by adopting the satellite pseudo-range differential positioning technology, environmental data perception through the embedded system and wireless transmission, as well as the GIS data processing and analysis system. The wearable sensor acquires position and service information data through the satellite positioning system and acquires environmental parameters through integrated mobile multi-source sensors. The data are cached and wirelessly transmitted to the cloud server for digital processing. The urban microclimate is evaluated and visualized through algorithm and map API. Mobile monitoring can be flexibly applied to complex and diverse urban spaces, effectively realizing all-weather, all-directional, and accurate microclimate monitoring of urban environmental quality.</description><subject>Air pollution</subject><subject>BeiDou Navigation Satellite System</subject><subject>Cities</subject><subject>Communication</subject><subject>Data processing</subject><subject>Data transmission</subject><subject>Environmental changes</subject><subject>Environmental health</subject><subject>Environmental monitoring</subject><subject>Environmental quality</subject><subject>Growth models</subject><subject>Microclimate</subject><subject>Monitoring systems</subject><subject>Navigation satellites</subject><subject>Outdoor air quality</subject><subject>Particulate matter</subject><subject>Pollutants</subject><subject>Pollution monitoring</subject><subject>Position sensing</subject><subject>Sensors</subject><subject>Software</subject><subject>Sustainability</subject><subject>Sustainable development</subject><subject>Urban areas</subject><subject>Urban environments</subject><subject>Urbanization</subject><subject>Vehicles</subject><subject>Wearable technology</subject><subject>Wireless networks</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpNkMFKAzEQhoMoWGpPvsCCR4lmkuymOUqxrdAiWBePS7LJSsqa1GT30Lc3pR46h5mB-Zn5v0HoHsgTY5I8pxEY5cBJRa_QhBIBGEhJri_6WzRLaU9yMAYSqgn6WDpv8SoqP_YquuFY1FErX2xdG0Pbux812GIbvBtCdP67qNMpf1kVle7zZOwHh3dhjK0tdtanENMduulUn-zsv05RvXz9XKzx5n31tnjZ4JbK-YArzbPZuZYlBSJpyawxinNmQJTKaGWslADMGE0rYUWX0XQnWq4VE6YTkk3Rw3nvIYbf0aah2WcfPp9saAV0zjMgyarHsyrzpBRt1xxiporHBkhz-ltz8Tf2B1NXX8o</recordid><startdate>20211201</startdate><enddate>20211201</enddate><creator>Ren, Jinjing</creator><creator>Li, Runfa</creator><creator>Jia, Fengshuo</creator><creator>Yang, Xinhao</creator><creator>Luo, Yusheng</creator><creator>Wu, Chenglin</creator><creator>Wang, Wei</creator><creator>Yang, Yuan</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>4U-</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>COVID</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0003-2266-6682</orcidid><orcidid>https://orcid.org/0000-0002-3068-0030</orcidid></search><sort><creationdate>20211201</creationdate><title>Fine-Granularity Urban Microclimate Monitoring Using Wearable Multi-Source Sensors</title><author>Ren, Jinjing ; Li, Runfa ; Jia, Fengshuo ; Yang, Xinhao ; Luo, Yusheng ; Wu, Chenglin ; Wang, Wei ; Yang, Yuan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c298t-6b44148b952109253edda443d175adbade99113ddb267e7f241bf7c4ba37df793</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Air pollution</topic><topic>BeiDou Navigation Satellite System</topic><topic>Cities</topic><topic>Communication</topic><topic>Data processing</topic><topic>Data transmission</topic><topic>Environmental changes</topic><topic>Environmental health</topic><topic>Environmental monitoring</topic><topic>Environmental quality</topic><topic>Growth models</topic><topic>Microclimate</topic><topic>Monitoring systems</topic><topic>Navigation satellites</topic><topic>Outdoor air quality</topic><topic>Particulate matter</topic><topic>Pollutants</topic><topic>Pollution monitoring</topic><topic>Position sensing</topic><topic>Sensors</topic><topic>Software</topic><topic>Sustainability</topic><topic>Sustainable development</topic><topic>Urban areas</topic><topic>Urban environments</topic><topic>Urbanization</topic><topic>Vehicles</topic><topic>Wearable technology</topic><topic>Wireless networks</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ren, Jinjing</creatorcontrib><creatorcontrib>Li, Runfa</creatorcontrib><creatorcontrib>Jia, Fengshuo</creatorcontrib><creatorcontrib>Yang, Xinhao</creatorcontrib><creatorcontrib>Luo, Yusheng</creatorcontrib><creatorcontrib>Wu, Chenglin</creatorcontrib><creatorcontrib>Wang, Wei</creatorcontrib><creatorcontrib>Yang, Yuan</creatorcontrib><collection>CrossRef</collection><collection>University Readers</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Coronavirus Research Database</collection><collection>ProQuest Central Korea</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ren, Jinjing</au><au>Li, Runfa</au><au>Jia, Fengshuo</au><au>Yang, Xinhao</au><au>Luo, Yusheng</au><au>Wu, Chenglin</au><au>Wang, Wei</au><au>Yang, Yuan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Fine-Granularity Urban Microclimate Monitoring Using Wearable Multi-Source Sensors</atitle><jtitle>Sustainability</jtitle><date>2021-12-01</date><risdate>2021</risdate><volume>13</volume><issue>24</issue><spage>14062</spage><pages>14062-</pages><issn>2071-1050</issn><eissn>2071-1050</eissn><abstract>With the development of urbanization, the environment is the key to the safety of residents’ life and health and the United Nations’ Sustainable Development Goals (SDGs). 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subjects | Air pollution BeiDou Navigation Satellite System Cities Communication Data processing Data transmission Environmental changes Environmental health Environmental monitoring Environmental quality Growth models Microclimate Monitoring systems Navigation satellites Outdoor air quality Particulate matter Pollutants Pollution monitoring Position sensing Sensors Software Sustainability Sustainable development Urban areas Urban environments Urbanization Vehicles Wearable technology Wireless networks |
title | Fine-Granularity Urban Microclimate Monitoring Using Wearable Multi-Source Sensors |
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