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Geo-spatial Information Science Volume 23, 2020 - Issue 4: Geospatial Big Data for Urban Planning and Urban Management. Guest Editors: Professor Huayi Wu, Dr Zhipeng Gui and Dr Zelong Yang.
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Research Article

An investigation of the visual features of urban street vitality using a convolutional neural network

Yi Qia School of Architecture and Urban Planning, Nanjing University, Nanjing, China;b Lancaster Environment Centre, Lancaster University, Lancaster, UKCorrespondence[email protected]
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Sonam Chodron Drolmaa School of Architecture and Urban Planning, Nanjing University, Nanjing, ChinaView further author information
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Xiang Zhanga School of Architecture and Urban Planning, Nanjing University, Nanjing, ChinaView further author information
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Jing Liangc Department of Planning and Landscape Design, Nanjing Branch, Huachengboyuan Engineering Technology Group, Nanjing, ChinaView further author information
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Haibing Jiangd School of Urban and Planning, Yancheng Teachers University, Yancheng, ChinaView further author information
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Jiangang Xua School of Architecture and Urban Planning, Nanjing University, Nanjing, ChinaView further author information
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Tianhua Nie School of Geography and Ocean Science, Nanjing University, Nanjing, ChinaView further author information
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Pages 341-351 | Received 09 Sep 2019, Accepted 02 Nov 2020, Published online: 09 Dec 2020

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Derya Gülçin & Nermin Merve Yalçınkaya. (2022) Correlating fluency theory-based visual aesthetic liking of landscape with landscape types and features. Geo-spatial Information Science 0:0, pages 1-20.
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Bruno Póvoa Rodrigues, Vinicius Francisco Rofatto, Marcelo Tomio Matsuoka & Talita Teles Assunção. (2022) Resampling in neural networks with application to spatial analysis. Geo-spatial Information Science 25:3, pages 413-424.
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Rui Li, Shunyi Zheng, Chenxi Duan, Libo Wang & Ce Zhang. (2022) Land cover classification from remote sensing images based on multi-scale fully convolutional network. Geo-spatial Information Science 25:2, pages 278-294.
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Huayi Wu, Zhipeng Gui & Zelong Yang. (2020) Geospatial big data for urban planning and urban management. Geo-spatial Information Science 23:4, pages 273-274.
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Bohong Zheng, Rui Guo, Komi Bernard Bedra & Yanfen Xiang. (2022) Quantitative Evaluation of Urban Style at Street Level: A Case Study of Hengyang County, China. Land 11:4, pages 453.
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