科技创新支撑西安市碳达峰碳中和的动态模拟研究——基于GDIM分解模型

Dynamic Scenario Study of Technological Innovation Supporting Carbon Peak and Carbon Neutrality in Xi'an: Based on Generalized Divisia Index Method

  • 摘要: 科技创新在实现“双碳”目标中发挥关键支撑作用,而城市是实施碳减排的主要阵地。在深入分析科技创新对碳排放影响机制的基础上,基于GDIM模型对碳排放影响因素进行分解,运用蒙特卡洛方法模拟了不同情景下西安市碳排放的演变。研究表明,科技创新对碳排放具有“双重效应”,科技投资规模为最大促增因素,科技投资效率为最大促降因素,而科技投资强度呈促增促降交替效应。在基准发展情景和绿色发展情景下,西安市无法如期实现“双碳”目标。在技术突破情景下,预期在2028—2029年实现碳达峰;同时需要依靠全国碳交易市场在2060年实现碳中和目标,碳交易量约为2538.81~3015.41万t。

     

    Abstract: Technological innovation plays a key role in supporting the "dual-carbon" goal, and cities are the main domain for implementing carbon emission reduction. Based on the analysis of the influence mechanism of technological innovation on carbon emission, the paper decomposed the influencing factors of carbon emission based on generalized Divisia index method(GDIM). The baseline development, green development, and technology breakthrough scenarios were set up and simulated by Monte Carlo simulation. The results showed that technological innovation had a "dual effect" on carbon emissions. Technological investment scale was the primary factor promoting an increase, while technological investment efficiency was the primary factor promoting a decrease, and technological investment intensity exhibited an alternating effect of promoting both an increase and a decrease. Under the baseline development scenario and the green development scenario, Xi'an was unable to achieve the carbon peak and carbon neutrality targets as scheduled. Under the technological breakthrough scenario, carbon peaking could be achieved between 2028 and 2029. However, it was necessary to rely on the national carbon trading market to achieve the carbon neutrality target by 2060, with the carbon trading volume estimated to be approximately 2538.81~3015.41×104 tons.

     

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