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. 2023 Feb 1;30(16):46711–46726. doi: 10.1007/s11356-023-25544-1

Table 5.

Parameter setting for each variable under different scenarios

Predictors (unit) Scenario Baseline Annual growth rate (%)
2020 2021–2025 2026–2030 2031–2035 2036–2040
GDP (108 yuan) i 268,389.36 6.5 5.5 4.5 3.5
ii/iii/iv/v 5.5 4.5 3.5 2.5
Share of primary industry in GDP (%) i 7.7  − 1.65  − 1.65  − 1.65  − 2.67
ii/iii/iv/v  − 3.63  − 1.61  − 1.68  − 1.68
Share of renewable energy in total primary energy supply (%) i 9.65 2.5 3.5 3 3
ii 3 4 3.5 3.5
iii 5.4 6.4 5.9 5.9
iv 4.2 5.2 4.7 4.7
v 5.4 6.4 5.9 5.9
Share of natural gas in total energy consumption (%) i 8.4 8.3 3.7 3.8 3.8
ii 8.5 3.9 4 4
iii 13.1 8.5 8.6 8.6
iv 10.8 6.2 6.3 6.3
v 13.1 8.5 8.6 8.6
Ratio of R&D expenditure to GDP (%) i 2.4 3.1 3.3 3.5 3.7
ii 3.4 3.6 3.8 4
iii 3.8 4 4.2 4.4
iv 4.2 4.4 4.6 4.8
v 4.2 4.4 4.6 4.8
Energy consumption per unit of GDP (tons of standard coal/104 yuan) i 1.86  − 3.4 -4.4  − 2.4  − 2.9
ii  − 3.1  − 3.1  − 3  − 2.8
iii  − 4.2  − 4.2  − 4.1  − 3.9
iv  − 3.9  − 3.9  − 3.8  − 3.6
v  − 5.3  − 5.3  − 5.2  − 5
Parameter values
2020 2025 2030 2035 2040
Ratio of population aged 15–64 (%) i 68.55 68.09 67.64 64.54 61.58
ii/iii/iv/v 69.46 68.22 66.06 63.24
Total energy consumption (104 tons of standard coal) i 498,000 573,134.65 599,713.52 661,872.56 678,535.04
ii 556,490.50 592,458.72 604,252.58 593,156.32
iii 525,193.31 528,114.61 508,771.73 471,801.41
iv 533,468.25 544,887.66 533,192.56 502,213.72
v 495,725.82 470,514.36 427,874.42 374,587.84