Both the "urban minus rural" (UMR) and the "observation minus reanalysis" (OMR) methods were used to quantify the potential impacts of urbanization on regional temperature changes in the Beijing-Tianjin-Hebei metropolitan area in China. DMSP/OLS nighttime light imagery and population census data were used to classify stations into four classes: rural, small city, medium city, and large city groups. The regional average annual mean temperature was estimated to increase by 0.12 degrees C decade(-1) derived from urban warming, accounting for 40% of total climate warming from 1960 to 2009 using the UMR method. The OMR method also indicates that rapid urbanization has a significant influence on surface warming trend although the urban warming intensity is dependent on reanalysis dataset. The seasonal cycle patterns from all three datasets are consistent with each other, which is contrary to the UMR result owing to the cooling effect of agriculture activity in the rural stations confusing the UMR result. So in this paper we found a deficiency of the UMR method where it would underestimate the effects of urbanization in summer. In this regard, the results from the OMR method are relatively more convincing although we admit it still has many other problems.
机构:
North China Elect Power Univ, Dept Law & Polit Sci, Baoding 071003, Peoples R ChinaNorth China Elect Power Univ, Dept Law & Polit Sci, Baoding 071003, Peoples R China
Sun, Xuesong
Zhang, Chunwang
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North China Elect Power Univ, Dept Mech Engn, Baoding 071003, Peoples R ChinaNorth China Elect Power Univ, Dept Law & Polit Sci, Baoding 071003, Peoples R China
Zhang, Chunwang
Tan, Qi
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North China Elect Power Univ, Dept Law & Polit Sci, Baoding 071003, Peoples R ChinaNorth China Elect Power Univ, Dept Law & Polit Sci, Baoding 071003, Peoples R China
机构:
Chinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
Shandong Univ Sci & Technol, Sch Geomat & Spatial Informat, Qingdao 266590, Peoples R ChinaChinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
Zhang, Xiaoyuan
Wang, Hao
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Chinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
Shandong Univ Sci & Technol, Sch Geomat & Spatial Informat, Qingdao 266590, Peoples R ChinaChinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
Wang, Hao
Ning, Xiaogang
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Chinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
Shandong Univ Sci & Technol, Sch Geomat & Spatial Informat, Qingdao 266590, Peoples R ChinaChinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
Ning, Xiaogang
Zhang, Xiaoyu
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Chinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
Liaoning Tech Univ, Sch Geomat, Fuxin 123000, Peoples R ChinaChinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
Zhang, Xiaoyu
Liu, Ruowen
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Chinese Acad Surveying & Mapping, Beijing 100036, Peoples R ChinaChinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
Liu, Ruowen
Wang, Huibing
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MNR, Land Satellite Remote Sensing Applicat Ctr, Beijing 100048, Peoples R ChinaChinese Acad Surveying & Mapping, Beijing 100036, Peoples R China
机构:
Anhui Univ Finance & Econ, Res Ctr Stat Management, Bengbu, Peoples R ChinaAnhui Univ Finance & Econ, Res Ctr Stat Management, Bengbu, Peoples R China
Song, Malin
Wang, Shuhong
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Ocean Univ China, Sch Econ, Qingdao, Peoples R ChinaAnhui Univ Finance & Econ, Res Ctr Stat Management, Bengbu, Peoples R China
机构:
Beijing Forestry Univ, Sch Econ & Management, Beijing 100083, Peoples R ChinaBeijing Forestry Univ, Sch Econ & Management, Beijing 100083, Peoples R China
Zhao, Zhe
Bai, Yuping
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机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
Chinese Acad Sci, Ctr Chinese Agr Policy, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100101, Peoples R ChinaBeijing Forestry Univ, Sch Econ & Management, Beijing 100083, Peoples R China
Bai, Yuping
Wang, Guofeng
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机构:
Shanxi Univ Finance & Econ, Fac Int Trade, Taiyuan 030006, Shanxi, Peoples R ChinaBeijing Forestry Univ, Sch Econ & Management, Beijing 100083, Peoples R China
Wang, Guofeng
Chen, Jiancheng
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机构:
Beijing Forestry Univ, Sch Econ & Management, Beijing 100083, Peoples R ChinaBeijing Forestry Univ, Sch Econ & Management, Beijing 100083, Peoples R China
Chen, Jiancheng
Yu, Jiangli
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机构:
Inha Univ, Coll Business Adm, Inharo 100, Incheon 22212, South KoreaBeijing Forestry Univ, Sch Econ & Management, Beijing 100083, Peoples R China
Yu, Jiangli
Liu, Wei
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机构:
Beijing Normal Univ, Sch Environm, Beijing 100875, Peoples R ChinaBeijing Forestry Univ, Sch Econ & Management, Beijing 100083, Peoples R China