Quantifying the Spatiotemporal Dynamics of Industrial Land Uses through Mining Free Access Social Datasets in the Mega Hangzhou Bay Region, China
文献类型： 外文期刊
作者： Huang, Lingyan 1 ; Wu, Yani 1 ; Zheng, Qing 1 ; Zheng, Qiming 1 ; Zheng, Xinyu 2 ; Gan, Muye 1 ; Wang, Ke 1 ; Shahtahmass 1 ;
作者机构： 1.Zhejiang Univ, Inst Agr Remote Sensing & Informat Technol, Coll Environm & Resource Sci, Hangzhou 310058, Zhejiang, Peoples R China
2.Zhejiang Agr & Forestry Univ, Sch Informat Engn, Hangzhou 311300, Zhejiang, Peoples R China
3.Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Agrifood Testing & Farmland Monit, Beijing 100097, Peoples R China
关键词： industrial land uses; mega Hangzhou Bay region; points-of-interest; natural language processing; hotspots detection
期刊名称：SUSTAINABILITY （ 影响因子：3.251； 五年影响因子：3.473 ）
ISSN： 2071-1050
年卷期： 2018 年 10 卷 10 期
页码：
收录情况： SCI
摘要： China has experienced rapid industrial growth over the last three decades, leading to diverse social and environmental issues. In the new industrialization era, it is urgent to quantify industrial land use (ILU) dynamics for sustainable industrial management, yet there have been limited attempts to systematically quantify these changes, especially in large-scale areas. Through points-of-interest (POIs), a free access geospatial big data, we developed a new framework for exploring ILU dynamics in the mega Hangzhou Bay region (MHBR). The ILU was identified by using natural language processing to mine the semantic information of industrial POIs from 2005, 2011, and 2016. Then, a two-step approach that integrated statistical analysis and hotspots detection was introduced to quantify the changes. The results revealed that traditional industries such as textile products and apparel manufacturing, unspecific equipment manufacturing, and electrical machinery and components manufacturing were dominant types across MHBR, with the enterprise number reaching 14,543, 9412, and 4374, respectively, in 2016. The growth rates of these traditional industries dropped during 2011-2016, while the growth rates of new industries such as Internet information industry and logistics industry increased remarkably, particularly in Hangzhou and Ningbo. Additionally, traditional industrial factories mainly expanded in the urban periphery and coastal zones, whereas new industries mainly grew in the urban center. Shrinkages in the hotspots of traditional industries between 2011 and 2016 were also observed. Our study provides a detailed spatial view of ILU, indicating that MHBR has undergone an industrial transition from traditional industry to new industry.
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