Investigation of carbon dioxide emission in China by primary component analysis

Science of the Total Environment

Volumn 472, Issue , 2014, Pages 239-247

  Zhang, Jing ^a,b,c   Wang, Cheng ming ^d   Liu, Lian ^a   Guo, Hang ^e   Liu, Guo dong ^b   Li, Yuan wei ^a   Deng, Shi huai ^a  

^a SICHUAN AGRICULTURAL UNIVERSITY   (China)

^b SICHUAN UNIVERSITY   (China)

^c Michigan State University   (United States)

^d Chengdu Environmental Monitoring Center   (China)

^e Chengdu Modern Agriculture Development and Investment Co Ltd   (China)

Author keywords

Carbon dioxide emissions; Economic development; Economic structures; Energy consumption; Population

Indexed keywords

CARBON; CARBON DIOXIDE; ENERGY UTILIZATION; GLOBAL WARMING; INDUSTRY; LINEAR REGRESSION; PRINCIPAL COMPONENT ANALYSIS; RURAL AREAS;

CARBON DIOXIDE EMISSIONS; ECONOMIC DEVELOPMENT; ECONOMIC STRUCTURE; MULTIPLE LINEAR REGRESSION MODELS; ORDINARY LEAST SQUARES; POPULATION; PRIMARY COMPONENT ANALYSIS; TECHNOLOGICAL INNOVATION;

ECONOMICS;

BIOFUEL; FOSSIL FUEL;

CARBON DIOXIDE; CARBON EMISSION; ECONOMIC DEVELOPMENT; ECONOMIC STRUCTURE; ENERGY USE; FOSSIL FUEL; INNOVATION; REGRESSION ANALYSIS; TECHNOLOGICAL DEVELOPMENT;

ARTICLE; CARBON FOOTPRINT; CEMENT INDUSTRY; CHINA; COMBUSTION; ECONOMIC DEVELOPMENT; POVERTY; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; RURAL POPULATION; URBAN POPULATION;

CHINA;

BTS; C(I,J); CARBON DIOXIDE EMISSIONS; CO(2); ECONOMIC DEVELOPMENT; ECONOMIC STRUCTURES; ENERGY CONSUMPTION; GDP; GHG; GREEN HOUSE GAS; KMO; P; PIOV; POPULATION; PPIOV; PSIOV; PTIOV; SIOV; THE BARTLETT'S TEST OF SPHERICITY; THE GROSS DOMESTIC PRODUCTION IN CHINA, ITS UNIT IS ONE BILLION $; THE KAISER-MEYER-OLKIN; THE LOADING COEFFICIENT WHICH INDICATES HOW MUCH THE ITH VARIABLE PARTICIPATES IN DEFINING THE PC(J); THE OUTPUT VALUE OF PRIMARY INDUSTRY, ITS UNIT IS ONE BILLION $; THE OUTPUT VALUE OF SECONDARY INDUSTRY, ITS UNIT IS ONE BILLION $; THE OUTPUT VALUE OF TERTIARY INDUSTRY, ITS UNIT IS ONE BILLION $; THE POPULATION, ITS UNIT IS ONE MILLION PEOPLE; THE PROPORTION OF PRIMARY INDUSTRY'S OUTPUT VALUE, ITS UNIT IS %; THE PROPORTION OF SECONDARY INDUSTRY'S OUTPUT VALUE, ITS UNIT IS %; THE PROPORTION OF TERTIARY INDUSTRY'S OUTPUT VALUE, ITS UNIT IS %; THE URBAN POPULATION, ITS UNIT IS ONE MILLION PEOPLE; TIOV; UP;

AIR POLLUTANTS; AIR POLLUTION; CARBON DIOXIDE; CHINA; ENVIRONMENTAL MONITORING; FOSSIL FUELS; PRINCIPAL COMPONENT ANALYSIS;

EID: 84888785381     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2013.11.062     Document Type: Article

References (49)

1. Acquaye A.A., Duffy A.P. Input-output analysis of Irish construction sector greenhouse gas emissions. Build Environ 2010, 45(3):784-791.
2. 2 emission on the economic growth and financial development in the Sub Saharan African countries. Energy 2012, 39(1):180-186.
3. BP Statistical review of world energy 2006.
4. Caves D.W., Christensen L.R., Diewert W.E. Multilateral comparisons of output, input and productivity using superlative index numbers. Econ J 1982, 92:73-86.
5. Chen S.C., Zhu Y.L. Subpattern-based principle component analysis. Pattern Recogn 2004, 37(5):1081-1083.
6. 2 capture from hot stove gas in steel making process. Int J Greenhouse Gas Control 2010, 4(3):525-531.
7. Deng X.Z., Huang J.K., Rozelle S., Uchida E. Growth, population and industrialization, and urban land expansion of China. J Urban Econ 2008, 63(1):96-115.
8. Deng S.H., Zhang J., Shen F., Guo H., Li Y.W., Xiao H. Relationship between industry structure, household-number and energy consumption in China. Energy Sources Part B 2014, 9(4):325-333.
9. Ding W.G., Wu Y., Li Q. Cost effectiveness analysis of household biogas plants in China. Energy Sources Part B 2013, 8(4):431-438.
10. Du Y.X., Teixeira A.A.C. A bibliometric account of Chinese economics research through the lens of the China economic review. China Econ Rev 2012, 23(4):743-762.
11. Ford A. Simulation scenarios for rapid reduction in carbon dioxide emissions in the western electricity system. Energy Policy 2008, 36(9):443-455.
12. Fuinhas J.A., Marques A.C. Energy consumption and economic growth nexus in Portugal, Italy, Greece, Spain and Turkey: an ARDL bounds test approach (1965-2009). Energy Econ 2012, 34(2):511-517.
13. Grapentine A. Managing multicollinearity. Mark Res 1997, 9(3):11-21.
14. Hoerl A.E. Application of ridge analysis to regression problems. Chem Eng Prog 1962, 58(3):54-59.
15. Hofer C., Dresner M.E., Windle R.J. The environmental effects of airline carbon emissions taxation in the US. Transp Res D 2010, 15(1):37-45.
16. Hojjat A.F., Abbas R., Laleh S. A comparison of Partial Least Squares (PLS) and Ordinary Least Squares (OLS) regressions in predicting of couples mental health based on their communicational patterns. Procedia Soc Behav Sci 2010, 5:1459-1463.
17. 2 emissions from fuel combustion 1971-2003 2005, International Energy Agency, Paris.
18. IPCC Climate change 2007: the physical science basis, summary for policymakers http://www.ipcc.chS.
19. Li Y., Sha R. The evaluation of energy conservation development and sustainability of the retail industry in China. Energy Sources Part B 2014, 9(2):207-213.
20. Li H., Qiu J.J., Wang L.G., Tang H.J., Li C.S., Ranst E.V. Modeling impacts of alternative farming management practices on greenhouse gas emissions from a winter wheat-maize rotation system in China. Agric Ecosyst Environ 2010, 135(1):24-33.
21. Long H.L., Zou J., Liu Y.S. Differentiation of rural development driven by industrialization and urbanization in eastern coastal China. Habitat Int 2009, 33(4):454-462.
22. Ma Z., Wang H., Wu A., Zeng G., Tu X. An intelligent decision support system for residential energy consumption and renewable energy utilization in rural China. Energy Sources Part B 2014, 9(4):374-382.
23. Mahamat H.H. Greenhouse gas emissions, energy consumption and economic growth: a panel cointegration analysis from Canadian industrial sector perspective. Energy Econ 2012, 34(1):358-364.
24. Mason C.H., Perreault W.D. Collinearity, power, and interpretation of multiple regression analysis. J Mark Res 1991, 28(3):268-280.
25. 2 'trade balance' between Scotland and the rest of the UK: performing a multi-region environmental input-output analysis with limited data. Ecol Econ 2008, 66(40):662-673.
26. Michieka N.M., Fletcher J.J. An investigation of the role of China's urban population on coal consumption. Energy Policy 2012, 48(11):668-675.
27. Ocal M.E., Oral E.L., Erdis E., Vural G. Industry financial ratios-application of factor analysis in Turkish construction industry. Build Environ 2007, 42(1):385-392.
28. Ogulata R.T. Sectoral energy consumption in Turkey. Renew Sustain Energy Rev 2002, 19(2):107-135.
29. Ramanathan R. A multi-factor efficiency perspective to the relationships among world GDP, energy consumption and carbon dioxide emissions. Technol Forecast Soc Change 2006, 73(5):486-494.
30. Ruymgaart F.H. A robust principle component analysis. J Multivar Anal 1981, 11(4):485-497.
31. Santos J.P., Oliveira M., Almeida F.G., Pereira J., Reis P.A. Improving the environmental performance of machine-tools: influence of technology and throughput on the electrical energy consumption of a press-brake. J Clean Prod 2010, 19(4):356-364.
32. 2 emissions embodied in trade: the effects of sector aggregation. Energy Econ 2010, 32(1):166-175.
33. Verbeke T., Clercq M.D. The EKC: some really disturbing Monte Carlo evidence. Environ Model Software 2006, 21(10):1447-1454.
34. Wang C.H. Differential output growth across regions and carbon dioxide emissions: evidence from U.S. and China. Energy 2013, 53(1):230-236.
35. Yao C.S., Chen C.Y., Li M. Analysis of rural residential energy consumption and corresponding carbon emissions in China. Energy 2012, 41(2):445-450.
36. Yuan C.Q., Liu S.F., Xie N.M. The impact on Chinese economic growth and energy consumption of the global financial crisis: an input-output analysis. Energy 2010, 35(4):1805-1812.
37. Zaman K., Khan M.M., Ahmad M. Factors affecting commercial energy consumption in Pakistan: progress in energy. Renew Sustain Energy Rev 2013, 6(5):107-135.
38. Zhang Z.X. Meeting the Kyoto targets: the importance of developing country participation. J Policy Model 2004, 26(1):3-19.
39. Zhang M., Guo F.Y. Analysis of rural residential commercial energy consumption in China. Energy 2013, 52(1):222-229.
40. Zhang Y.P., Lin K.P., Yang R., Di H.F., Jiang Y. Preparation, thermal performance and application of shape stabilized PCM in energy efficient buildings. Energy Build 2006, 38(10):1262-1269.
41. Zhang J., Deng S.H., Shen F., Yang X.Y., Liu G.D., Guo H., et al. Modeling the relationship between energy consumption and economy development in China. Energy 2011, 36(7):4227-4234.
42. Zhang J., Deng S.H., Guo H., Shen F., Gu W.G., Li Y.W. Application of cluster analysis in morphological characteristics of neurons. J Zhejiang Univ (Agric Life Sci) 2011, 37(5):493-500.
43. Zhang J., Liu G.D., Guo H., Liu L., Deng S.H. Application the optimization models to analysis of the industrial pollutant emission in China. Environ Prot Eng 2013, 39(1):87-99.
44. Zhang J., Liu G.D., Guo H., Liu L., Deng S.H. A theoretical basis for the relationship between the industrial pollutant generation, abatement, emission and economy. Clean Technol Environ Policy 2013, 15(4):707-711.
45. 2 emission trends in China. China Population Resour Environ 2008, 18(3):43-47.
46. Zhou P., Ang B.W., Poh K.L. A survey of data envelopment analysis in energy and environmental studies. Eur J Oper Res 2008, 189(1):1-18.
47. Zhou Z.R., Wu W.L., Wang X.H., Chen Q., Wang O. Analysis of changes in the structure of rural household energy consumption in northern China: a case study. Renew Sustain Energy Rev 2009, 13(1):187-193.
48. Zhou P., Ang B.W., Han I.Y. Total factor carbon emission performance: a Malmquist index analysis. Energy Econ 2010, 32(1):194-201.
49. Zhu Q., Peng X.Z. The impacts of population change on carbon emissions in China during 1978-2008. Environ Impact Assess 2012, 48(3):1-8.