Intelligent Mining of Urban Ventilation Corridors Based on High-Precision Oblique Photographic Images

With the advancement of urbanization and the impact of industrial pollution, the issue of urban ventilation has attracted increasing attention. Research on urban ventilation corridors is a hotspot in the field of urban planning. Traditional studies on ventilation corridors mostly focus on qualitativ...

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Autores principales:	Chaoxiang Chen, Shiping Ye, Zhican Bai, Juan Wang, Zongbiao Zhang, Sergey Ablameyko
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	urban ventilation corridors intelligent mining template matching high-precision oblique photographic image Chemical technology TP1-1185
Acceso en línea:	https://doaj.org/article/b29f573a143246ef8bfc8a307f52dd70
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spelling	oai:doaj.org-article:b29f573a143246ef8bfc8a307f52dd702021-11-25T18:57:16ZIntelligent Mining of Urban Ventilation Corridors Based on High-Precision Oblique Photographic Images10.3390/s212275371424-8220https://doaj.org/article/b29f573a143246ef8bfc8a307f52dd702021-11-01T00:00:00Zhttps://www.mdpi.com/1424-8220/21/22/7537https://doaj.org/toc/1424-8220With the advancement of urbanization and the impact of industrial pollution, the issue of urban ventilation has attracted increasing attention. Research on urban ventilation corridors is a hotspot in the field of urban planning. Traditional studies on ventilation corridors mostly focus on qualitative or simulated research on urban climate issues such as the intensified urban heat island effect, serious environmental pollution, and insufficient climate adaptability. Based on the high-precision urban remote sensing image data obtained by aeromagnetic oblique photography, this paper calculates the frontal area density of the city with reference to the urban wind statistics. Based on the existing urban patterns, template matching technology was used to automatically excavate urban ventilation corridors, which provides scientific and reasonable algorithmic support for the rapid construction of potential urban ventilation corridor paths. It also provides technical methods and decision basis for low-carbon urban planning, ecological planning and microclimate optimization design. This method was proved to be effective through experiments in Deqing city, Zhejiang Province, China.Chaoxiang ChenShiping YeZhican BaiJuan WangZongbiao ZhangSergey AblameykoMDPI AGarticleurban ventilation corridorsintelligent miningtemplate matchinghigh-precision oblique photographic imageChemical technologyTP1-1185ENSensors, Vol 21, Iss 7537, p 7537 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	urban ventilation corridors intelligent mining template matching high-precision oblique photographic image Chemical technology TP1-1185
spellingShingle	urban ventilation corridors intelligent mining template matching high-precision oblique photographic image Chemical technology TP1-1185 Chaoxiang Chen Shiping Ye Zhican Bai Juan Wang Zongbiao Zhang Sergey Ablameyko Intelligent Mining of Urban Ventilation Corridors Based on High-Precision Oblique Photographic Images
description	With the advancement of urbanization and the impact of industrial pollution, the issue of urban ventilation has attracted increasing attention. Research on urban ventilation corridors is a hotspot in the field of urban planning. Traditional studies on ventilation corridors mostly focus on qualitative or simulated research on urban climate issues such as the intensified urban heat island effect, serious environmental pollution, and insufficient climate adaptability. Based on the high-precision urban remote sensing image data obtained by aeromagnetic oblique photography, this paper calculates the frontal area density of the city with reference to the urban wind statistics. Based on the existing urban patterns, template matching technology was used to automatically excavate urban ventilation corridors, which provides scientific and reasonable algorithmic support for the rapid construction of potential urban ventilation corridor paths. It also provides technical methods and decision basis for low-carbon urban planning, ecological planning and microclimate optimization design. This method was proved to be effective through experiments in Deqing city, Zhejiang Province, China.
format	article
author	Chaoxiang Chen Shiping Ye Zhican Bai Juan Wang Zongbiao Zhang Sergey Ablameyko
author_facet	Chaoxiang Chen Shiping Ye Zhican Bai Juan Wang Zongbiao Zhang Sergey Ablameyko
author_sort	Chaoxiang Chen
title	Intelligent Mining of Urban Ventilation Corridors Based on High-Precision Oblique Photographic Images
title_short	Intelligent Mining of Urban Ventilation Corridors Based on High-Precision Oblique Photographic Images
title_full	Intelligent Mining of Urban Ventilation Corridors Based on High-Precision Oblique Photographic Images
title_fullStr	Intelligent Mining of Urban Ventilation Corridors Based on High-Precision Oblique Photographic Images
title_full_unstemmed	Intelligent Mining of Urban Ventilation Corridors Based on High-Precision Oblique Photographic Images
title_sort	intelligent mining of urban ventilation corridors based on high-precision oblique photographic images
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/b29f573a143246ef8bfc8a307f52dd70
work_keys_str_mv	AT chaoxiangchen intelligentminingofurbanventilationcorridorsbasedonhighprecisionobliquephotographicimages AT shipingye intelligentminingofurbanventilationcorridorsbasedonhighprecisionobliquephotographicimages AT zhicanbai intelligentminingofurbanventilationcorridorsbasedonhighprecisionobliquephotographicimages AT juanwang intelligentminingofurbanventilationcorridorsbasedonhighprecisionobliquephotographicimages AT zongbiaozhang intelligentminingofurbanventilationcorridorsbasedonhighprecisionobliquephotographicimages AT sergeyablameyko intelligentminingofurbanventilationcorridorsbasedonhighprecisionobliquephotographicimages
_version_	1718410547661111296

Intelligent Mining of Urban Ventilation Corridors Based on High-Precision Oblique Photographic Images

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