Research Article
Prediction on Peak Values of Carbon Dioxide Emissions from the Chinese Transportation Industry Based on the SVR Model and Scenario Analysis
Table 5
Growth rates setting of carbon dioxide emissions’ influencing factors in the Chinese transportation industry.
| Scenario | Year | Growth rate setting (%) | GDP | Population | Urbanization rate | Energy consumptions structure | Energy intensity | Industrial structure |
| High-carbon scenario | 2018–2025 | 6.3 | 0.5 | 1.4 | −1.5 | −1.8 | −1.3 | 2025–2030 | 5.8 | 0.3 | 1.2 | −1.1 | −1.6 | −1.2 | 2031–2035 | 5.3 | −0.1 | 1.0 | −0.8 | −1.4 | −1.1 | 2036–2040 | 4.8 | −0.2 | 0.8 | −0.5 | −1.2 | −1.0 | 2041–2045 | 4.3 | −0.3 | 0.7 | −0.3 | −1.0 | −0.9 | 2046–2050 | 3.8 | −0.4 | 0.6 | −0.1 | −0.8 | −0.8 |
| Baseline scenario | 2018–2025 | 6.0 | 0.4 | 1.5 | −2.0 | −2.0 | −1.5 | 2025–2030 | 5.5 | 0.2 | 1.3 | −1.6 | −1.8 | −1.4 | 2031–2035 | 5.0 | −0.2 | 1.1 | −1.3 | −1.6 | −1.3 | 2036–2040 | 4.5 | −0.3 | 0.9 | −1.0 | −1.4 | −1.2 | 2041–2045 | 4.0 | −0.4 | 0.8 | −0.8 | −1.2 | −1.1 | 2046–2050 | 3.5 | −0.5 | 0.7 | −0.6 | −1.0 | −1.0 |
| Low-carbon scenario | 2018–2025 | 5.7 | 0.3 | 1.6 | −2.5 | −2.2 | −1.7 | 2025–2030 | 5.2 | 0.1 | 1.4 | −2.1 | −2.0 | −1.6 | 2031–2035 | 4.7 | −0.3 | 1.2 | −1.8 | −1.8 | −1.5 | 2036–2040 | 4.2 | −0.4 | 1.0 | −1.5 | −1.6 | −1.4 | 2041–2045 | 3.7 | −0.5 | 0.9 | −1.3 | −1.4 | −1.3 | 2046–2050 | 3.2 | −0.6 | 0.8 | −1.1 | −1.2 | −1.2 |
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