An improved nightlight-based method for modeling urban CO2 emissions
文献类型：期刊论文
| 作者 | Han, Ji2,3; Meng, Xing4; Liang, Hanwei5; Cao, Zhi6,7; Dong, Liang1,8; Huang, Cheng4 |
| 刊名 | ENVIRONMENTAL MODELLING & SOFTWARE
 |
| 出版日期 | 2018-09-01 |
| 卷号 | 107页码:307-320 |
| 关键词 | Urban CO2 emissions Nighttime light Panel-data regression Yangtze river delta |
| ISSN号 | 1364-8152 |
| DOI | 10.1016/j.envsoft.2018.05.008 |
| 通讯作者 | Han, Ji(jhan@re.ecnu.edu.cn) |
| 英文摘要 | An accurate modeling of urban CO2 emissions is important for understanding the dynamics of carbon cycle and for designing low-carbon policies. We develop an improved nightlight-based method to model urban CO2 emissions and investigate their spatiotemporal patterns. Differing from the previous methods, in processing the pre-modeling data, we bring forward the existing CO2 inventories from national and provincial levels to city level, and correct the saturation and blooming problems of nightlight. In modeling the correlation between nightlight and statistically accounted CO2 emissions, we highlight a panel-data regression analysis that considers the spatiotemporal heterogeneity across cities and over time simultaneously. Eleven cities in Yangtze River Delta of China were selected for a case study testing our method. The internal and external validations have proven the predominance of our proposed method for capturing the nightlight-CO2 correlation, and for describing the spatial distribution and heterogeneity of urban CO2 emissions. |
| WOS关键词 | NIGHTTIME SATELLITE IMAGERY ; CHINA ROAD TRANSPORT ; CARBON EMISSIONS ; LIGHT DATA ; SHANGHAI ; DYNAMICS ; INVENTORIES ; CONSUMPTION ; SATURATION ; LUMINOSITY |
| 资助项目 | National Key R&D Program of China[2017YFC0505703] ; National Key R&D Program of China[2016YFA0602802] ; National Natural Science Foundation of China[41401638] ; Ministry of Education in China Project of Humanities and Social Sciences[14YJAZH028] ; Shanghai Philosophy of Social Sciences Planning Project[2014BCK001] ; Startup Foundation for Introducing Talent of NUIST[2243141501003-2015r003] ; Shanghai Key Lab for Urban Ecological Processes and Eco-Restoration of China[SHUES2015A04] ; project of Smart Industrial Parks (SIPs) in China: towards Joint Design and Institutionalization[467-14-003] ; National Social Science Foundation[15ZDB163] |
| WOS研究方向 | Computer Science ; Engineering ; Environmental Sciences & Ecology |
| 语种 | 英语 |
| WOS记录号 | WOS:000439567900024 |
| 出版者 | ELSEVIER SCI LTD |
| 资助机构 | National Key R&D Program of China ; National Natural Science Foundation of China ; Ministry of Education in China Project of Humanities and Social Sciences ; Shanghai Philosophy of Social Sciences Planning Project ; Startup Foundation for Introducing Talent of NUIST ; Shanghai Key Lab for Urban Ecological Processes and Eco-Restoration of China ; project of Smart Industrial Parks (SIPs) in China: towards Joint Design and Institutionalization ; National Social Science Foundation |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/130027]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Han, Ji |
| 作者单位 | 1.Natl Inst Environm Studies, Ctr Social & Environm Syst Res, 16-2 Onogawa, Tsukuba, Ibaraki 3058506, Japan 2.IEC, 3663 N Zhongshan Rd, Shanghai 200062, Japan 3.East China Normal Univ, Shanghai Key Lab Urban Ecol Proc & Ecorestorat, Sch Ecol & Environm Sci, Shanghai 200041, Peoples R China 4.East China Normal Univ, Sch Geog Sci, Shanghai 200041, Peoples R China 5.Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteoro, Nanjing 210044, Jiangsu, Peoples R China 6.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, 11A Datun Rd, Beijing 100101, Peoples R China 7.Univ Southern Denmark, Dept Chem Engn Biotechnol & Environm Technol, SDU Life Cycle Engn, Campusvej 55, DK-5230 Odense M, Denmark 8.Leiden Univ, Inst Environm Sci, CML, Einsteinweg 2, NL-2333 CC Leiden, Netherlands |
| 推荐引用方式 GB/T 7714 | Han, Ji,Meng, Xing,Liang, Hanwei,et al. An improved nightlight-based method for modeling urban CO2 emissions[J]. ENVIRONMENTAL MODELLING & SOFTWARE,2018,107:307-320. |
| APA | Han, Ji,Meng, Xing,Liang, Hanwei,Cao, Zhi,Dong, Liang,&Huang, Cheng.(2018).An improved nightlight-based method for modeling urban CO2 emissions.ENVIRONMENTAL MODELLING & SOFTWARE,107,307-320. |
| MLA | Han, Ji,et al."An improved nightlight-based method for modeling urban CO2 emissions".ENVIRONMENTAL MODELLING & SOFTWARE 107(2018):307-320. |
入库方式： OAI收割
来源：地理科学与资源研究所
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