Characterization of the vertical evolution of urban nocturnal boundary layer by UAV measurements: Insights into relations to cloud radiative effect
The complex structure of the nocturnal boundary layer (NBL) and its impact on air pollution remain poorly understood. In this study, we present in-situ nocturnal flight measurements onboard an unmanned aerial vehicle (UAV) during the wintertime of 2022 at an urban site in Hefei, China. Besides, co-l...
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Veröffentlicht in: | Environmental research 2023-09, Vol.232, p.116323-116323, Article 116323 |
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description | The complex structure of the nocturnal boundary layer (NBL) and its impact on air pollution remain poorly understood. In this study, we present in-situ nocturnal flight measurements onboard an unmanned aerial vehicle (UAV) during the wintertime of 2022 at an urban site in Hefei, China. Besides, co-located measurements of radiation intensity and total amount of cloud were conducted. The vertical distribution of temperature, particle number concentration, and relative humidity were obtained to study the structure of NBL and the key factors driving the evolution of the NBL. A multi-layer inversion boundary layer was observed during haze and fog episodes, which affects the vertical diffusion of particles near the surface and leads to a vertical gradient of particle number concentrations. The particle size distribution demonstrates a drastic vertical variation over different sections of the nocturnal boundary layer: homogeneously mixed in the SBL and the RL layer, sharply reduced in the IL. It is found that the temperature and particle number concentration differences between near-surface and at 500 m are highly related to variations of the radiation intensity and the amount of cloud. The decreased cloud cover enhances the surface cooling, creating a shallow NBL with multiple inversion layers, which reinforces the suppression of vertical diffusions and consequently promotes the accumulation of aerosols within the NBL. This reveals an important mechanism for the impact of NBL evolution modulated by cloud radiative effect on the formation of urban haze.
[Display omitted]
•Nocturnal boundary layer vertical profiles within 500 m were clearly captured by in-situ flight measurement onboard UAV.•The nocturnal multi-layer inversion layer structure was found to further intensify particle accumulation.•The cloud and radiation effect are likely the major driving factor for the evolution of nocturnal boundary layer. |
doi_str_mv | 10.1016/j.envres.2023.116323 |
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[Display omitted]
•Nocturnal boundary layer vertical profiles within 500 m were clearly captured by in-situ flight measurement onboard UAV.•The nocturnal multi-layer inversion layer structure was found to further intensify particle accumulation.•The cloud and radiation effect are likely the major driving factor for the evolution of nocturnal boundary layer.</description><identifier>ISSN: 0013-9351</identifier><identifier>EISSN: 1096-0953</identifier><identifier>DOI: 10.1016/j.envres.2023.116323</identifier><identifier>PMID: 37271438</identifier><language>eng</language><publisher>Netherlands: Elsevier Inc</publisher><subject>air pollution ; China ; Cloud and radiation effect ; cloud cover ; cooling ; evolution ; flight ; Multi-layer inversion boundary layer structure ; Nocturnal boundary layer ; particle size distribution ; relative humidity ; spatial distribution ; temperature ; Unmanned aerial vehicle ; unmanned aerial vehicles ; winter</subject><ispartof>Environmental research, 2023-09, Vol.232, p.116323-116323, Article 116323</ispartof><rights>2023 Elsevier Inc.</rights><rights>Copyright © 2023 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c344t-39ca5e65b2afa80928ffd5f5fc18a11bcfa6e0fd85ef770b51d44904db283a013</cites><orcidid>0000-0002-7051-4272</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0013935123011271$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37271438$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Shen, Lin</creatorcontrib><creatorcontrib>Zhang, Jiaoshi</creatorcontrib><creatorcontrib>Cheng, Yin</creatorcontrib><creatorcontrib>Lu, Xiaofeng</creatorcontrib><creatorcontrib>Dai, Haosheng</creatorcontrib><creatorcontrib>Wu, Dexia</creatorcontrib><creatorcontrib>Chen, Da-Ren</creatorcontrib><creatorcontrib>Liu, Jianguo</creatorcontrib><creatorcontrib>Gui, Huaqiao</creatorcontrib><title>Characterization of the vertical evolution of urban nocturnal boundary layer by UAV measurements: Insights into relations to cloud radiative effect</title><title>Environmental research</title><addtitle>Environ Res</addtitle><description>The complex structure of the nocturnal boundary layer (NBL) and its impact on air pollution remain poorly understood. In this study, we present in-situ nocturnal flight measurements onboard an unmanned aerial vehicle (UAV) during the wintertime of 2022 at an urban site in Hefei, China. Besides, co-located measurements of radiation intensity and total amount of cloud were conducted. The vertical distribution of temperature, particle number concentration, and relative humidity were obtained to study the structure of NBL and the key factors driving the evolution of the NBL. A multi-layer inversion boundary layer was observed during haze and fog episodes, which affects the vertical diffusion of particles near the surface and leads to a vertical gradient of particle number concentrations. The particle size distribution demonstrates a drastic vertical variation over different sections of the nocturnal boundary layer: homogeneously mixed in the SBL and the RL layer, sharply reduced in the IL. It is found that the temperature and particle number concentration differences between near-surface and at 500 m are highly related to variations of the radiation intensity and the amount of cloud. The decreased cloud cover enhances the surface cooling, creating a shallow NBL with multiple inversion layers, which reinforces the suppression of vertical diffusions and consequently promotes the accumulation of aerosols within the NBL. This reveals an important mechanism for the impact of NBL evolution modulated by cloud radiative effect on the formation of urban haze.
[Display omitted]
•Nocturnal boundary layer vertical profiles within 500 m were clearly captured by in-situ flight measurement onboard UAV.•The nocturnal multi-layer inversion layer structure was found to further intensify particle accumulation.•The cloud and radiation effect are likely the major driving factor for the evolution of nocturnal boundary layer.</description><subject>air pollution</subject><subject>China</subject><subject>Cloud and radiation effect</subject><subject>cloud cover</subject><subject>cooling</subject><subject>evolution</subject><subject>flight</subject><subject>Multi-layer inversion boundary layer structure</subject><subject>Nocturnal boundary layer</subject><subject>particle size distribution</subject><subject>relative humidity</subject><subject>spatial distribution</subject><subject>temperature</subject><subject>Unmanned aerial vehicle</subject><subject>unmanned aerial vehicles</subject><subject>winter</subject><issn>0013-9351</issn><issn>1096-0953</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNqNkc1u1DAUhS1ERaeFN0DISzYZ_JMfhwVSNYJSqVI3lK3l2NeMR4ldbCfS9DX6wrhNyxKxsq7vOfdI50PoPSVbSmj76bAFv0RIW0YY31LacsZfoQ0lfVuRvuGv0YYQyqueN_QUnaV0KCNtOHmDTnnHOlpzsUEPu72KSmeI7l5lFzwOFuc94AVidlqNGJYwzi-bOQ7KYx90nqMvyyHM3qh4xKM6QsTDEd9e_MQTqDRHmMDn9Blf-eR-7XPCzueAI4xPOQmXQY9hNjgq48rfAhisBZ3fohOrxgTvnt9zdPvt64_d9-r65vJqd3FdaV7XueK9Vg20zcCUVYL0TFhrGttYTYWidNBWtUCsEQ3YriNDQ01d96Q2AxNclWrO0cf17l0Mv2dIWU4uaRhH5SHMSTJR90KwYvkPKWMdaUnNirRepTqGlCJYeRfdVDqSlMhHcvIgV3LykZxcyRXbh-eEeZjA_DW9oCqCL6sASiWLgyiTduA1GBdLadIE9--EP2NWr2A</recordid><startdate>20230901</startdate><enddate>20230901</enddate><creator>Shen, Lin</creator><creator>Zhang, Jiaoshi</creator><creator>Cheng, Yin</creator><creator>Lu, Xiaofeng</creator><creator>Dai, Haosheng</creator><creator>Wu, Dexia</creator><creator>Chen, Da-Ren</creator><creator>Liu, Jianguo</creator><creator>Gui, Huaqiao</creator><general>Elsevier Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0002-7051-4272</orcidid></search><sort><creationdate>20230901</creationdate><title>Characterization of the vertical evolution of urban nocturnal boundary layer by UAV measurements: Insights into relations to cloud radiative effect</title><author>Shen, Lin ; Zhang, Jiaoshi ; Cheng, Yin ; Lu, Xiaofeng ; Dai, Haosheng ; Wu, Dexia ; Chen, Da-Ren ; Liu, Jianguo ; Gui, Huaqiao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c344t-39ca5e65b2afa80928ffd5f5fc18a11bcfa6e0fd85ef770b51d44904db283a013</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>air pollution</topic><topic>China</topic><topic>Cloud and radiation effect</topic><topic>cloud cover</topic><topic>cooling</topic><topic>evolution</topic><topic>flight</topic><topic>Multi-layer inversion boundary layer structure</topic><topic>Nocturnal boundary layer</topic><topic>particle size distribution</topic><topic>relative humidity</topic><topic>spatial distribution</topic><topic>temperature</topic><topic>Unmanned aerial vehicle</topic><topic>unmanned aerial vehicles</topic><topic>winter</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shen, Lin</creatorcontrib><creatorcontrib>Zhang, Jiaoshi</creatorcontrib><creatorcontrib>Cheng, Yin</creatorcontrib><creatorcontrib>Lu, Xiaofeng</creatorcontrib><creatorcontrib>Dai, Haosheng</creatorcontrib><creatorcontrib>Wu, Dexia</creatorcontrib><creatorcontrib>Chen, Da-Ren</creatorcontrib><creatorcontrib>Liu, Jianguo</creatorcontrib><creatorcontrib>Gui, Huaqiao</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Environmental research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shen, Lin</au><au>Zhang, Jiaoshi</au><au>Cheng, Yin</au><au>Lu, Xiaofeng</au><au>Dai, Haosheng</au><au>Wu, Dexia</au><au>Chen, Da-Ren</au><au>Liu, Jianguo</au><au>Gui, Huaqiao</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Characterization of the vertical evolution of urban nocturnal boundary layer by UAV measurements: Insights into relations to cloud radiative effect</atitle><jtitle>Environmental research</jtitle><addtitle>Environ Res</addtitle><date>2023-09-01</date><risdate>2023</risdate><volume>232</volume><spage>116323</spage><epage>116323</epage><pages>116323-116323</pages><artnum>116323</artnum><issn>0013-9351</issn><eissn>1096-0953</eissn><abstract>The complex structure of the nocturnal boundary layer (NBL) and its impact on air pollution remain poorly understood. In this study, we present in-situ nocturnal flight measurements onboard an unmanned aerial vehicle (UAV) during the wintertime of 2022 at an urban site in Hefei, China. Besides, co-located measurements of radiation intensity and total amount of cloud were conducted. The vertical distribution of temperature, particle number concentration, and relative humidity were obtained to study the structure of NBL and the key factors driving the evolution of the NBL. A multi-layer inversion boundary layer was observed during haze and fog episodes, which affects the vertical diffusion of particles near the surface and leads to a vertical gradient of particle number concentrations. The particle size distribution demonstrates a drastic vertical variation over different sections of the nocturnal boundary layer: homogeneously mixed in the SBL and the RL layer, sharply reduced in the IL. It is found that the temperature and particle number concentration differences between near-surface and at 500 m are highly related to variations of the radiation intensity and the amount of cloud. The decreased cloud cover enhances the surface cooling, creating a shallow NBL with multiple inversion layers, which reinforces the suppression of vertical diffusions and consequently promotes the accumulation of aerosols within the NBL. This reveals an important mechanism for the impact of NBL evolution modulated by cloud radiative effect on the formation of urban haze.
[Display omitted]
•Nocturnal boundary layer vertical profiles within 500 m were clearly captured by in-situ flight measurement onboard UAV.•The nocturnal multi-layer inversion layer structure was found to further intensify particle accumulation.•The cloud and radiation effect are likely the major driving factor for the evolution of nocturnal boundary layer.</abstract><cop>Netherlands</cop><pub>Elsevier Inc</pub><pmid>37271438</pmid><doi>10.1016/j.envres.2023.116323</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-7051-4272</orcidid></addata></record> |
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subjects | air pollution China Cloud and radiation effect cloud cover cooling evolution flight Multi-layer inversion boundary layer structure Nocturnal boundary layer particle size distribution relative humidity spatial distribution temperature Unmanned aerial vehicle unmanned aerial vehicles winter |
title | Characterization of the vertical evolution of urban nocturnal boundary layer by UAV measurements: Insights into relations to cloud radiative effect |
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