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.

ScenarioYearGrowth rate setting (%)
GDPPopulationUrbanization rateEnergy consumptions structureEnergy intensityIndustrial structure

High-carbon scenario2018–20256.30.51.4−1.5−1.8−1.3
2025–20305.80.31.2−1.1−1.6−1.2
2031–20355.3−0.11.0−0.8−1.4−1.1
2036–20404.8−0.20.8−0.5−1.2−1.0
2041–20454.3−0.30.7−0.3−1.0−0.9
2046–20503.8−0.40.6−0.1−0.8−0.8

Baseline scenario2018–20256.00.41.5−2.0−2.0−1.5
2025–20305.50.21.3−1.6−1.8−1.4
2031–20355.0−0.21.1−1.3−1.6−1.3
2036–20404.5−0.30.9−1.0−1.4−1.2
2041–20454.0−0.40.8−0.8−1.2−1.1
2046–20503.5−0.50.7−0.6−1.0−1.0

Low-carbon scenario2018–20255.70.31.6−2.5−2.2−1.7
2025–20305.20.11.4−2.1−2.0−1.6
2031–20354.7−0.31.2−1.8−1.8−1.5
2036–20404.2−0.41.0−1.5−1.6−1.4
2041–20453.7−0.50.9−1.3−1.4−1.3
2046–20503.2−0.60.8−1.1−1.2−1.2