Research Article
Study on Influencing Factors of Carbon Emissions from Energy Consumption of Shandong Province of China from 1995 to 2012
Table 3
Effects of different factors of carbon emissions from energy consumption of Shandong province from 1996 to 2012 by Shapley value model.
| Year | Population | Per capita GDP | Industrial structure | Energy consumption intensity | Energy consumption structure |
| 1996 | 18.6577 (0.1035) | 544.7407 (3.0233) | −17.0525 (−0.0946) | −914.0294 (−5.0728) | 187.5007 (1.0406) | 1997 | 25.9293 (2.123) | 202.9057 (16.613) | 59.0847 (4.8376) | −366.0543 (−29.9708) | 90.3483 (7.3973) | 1998 | 30.9145 (0.0504) | 495.6131 (0.808) | 24.2287 (0.0395) | 218.1564 (0.3557) | −155.5511 (−0.2536) | 1999 | 28.1396 (0.1791) | 672.0179 (4.2778) | −4.8905 (-0.0311) | −626.9532 (−3.9909) | 88.7799 (0.5651) | 2000 | 71.6583 (11.306) | 648.8608 (102.3755) | 95.146 (15.0119) | −903.1046 (−142.4894) | 81.1014 (12.796) | 2001 | 30.8817 (0.0205) | 516.9244 (0.3431) | −40.039 (−0.0266) | 640.6682 (0.4252) | 358.2127 (0.2378) | 2002 | 31.6073 (0.1185) | 723.4283 (2.7118) | 74.862 (0.2806) | −848.6937 (−3.1814) | −247.9752 (−0.9295) | 2003 | 33.9285 (0.0517) | 865.3264 (1.3174) | 290.8793 (0.4429) | −408.7098 (−0.6222) | −124.5917 (−0.1897) | 2004 | 49.8875 (0.0302) | 832.7956 (0.504) | 279.4521 (0.1691) | 347.5003 (0.2103) | 142.8168 (0.0864) | 2005 | 82.8111 (0.02) | 634.6065 (0.153) | 87.3402 (0.0211) | 3850.5752 (0.9281) | −506.2825 (−0.122) | 2006 | 92.2087 (0.0626) | 971.3506 (0.6597) | 60.0513 (0.0408) | 224.413 (0.1524) | 124.2799 (0.0844) | 2007 | 97.3175 (0.0537) | 1374.15 (0.7577) | −103.5861 (−0.0571) | 177.2866 (0.0978) | 268.2936 (0.1479) | 2008 | 91.1412 (0.0852) | 1331.4664 (1.2452) | −3.2492 (−0.003) | −470.7521 (−0.4402) | 120.6902 (0.1129) | 2009 | 102.3997 (0.0868) | 738.3576 (0.6258) | −199.3902 (−0.169) | 643.6489 (0.5455) | −105.1847 (−0.0892) | 2010 | 223.6508 (0.163) | 2503.4203 (1.8241) | −317.3014 (−0.2312) | −1028.4055 (−0.7494) | −8.9739 (−0.0065) | 2011 | 126.0607 (0.0933) | 1436.9178 (1.0631) | −294.2589 (−0.2177) | −163.7351 (−0.1211) | 246.6197 (0.1825) | 2012 | 111.2845 (0.0659) | 1012.5553 (0.5997) | −396.3759 (−0.2348) | 958.3766 (0.5676) | 2.6483 (0.0016) | Cumulative effect | 1248.4783 (0.0684) | 15505.4374 (0.85) | −405.0995 (−0.0222) | 1330.1876 (0.0729) | 562.7325 (0.0308) |
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Unit: ten thousand tons. Note: data in the parentheses denote effect contribution of each factor.
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