In recent years, the rapid increase in CO 2 concentration has accelerated global warming. As a result, sea levels rise, glaciers melt, extreme weather occurs, and species become extinct. world’s largest emission rights trading market, EU Emissions Trading System (EU-ETS) reached 1.855 billion tons of quotas by 2019, influencing development carbon market. Crude oil, as one major fossil energy so...