Sustainable Development Goal significantly indicates the clean energy, climate actions and environmental development. Especially with the European Green Deal's coverage of international trade, many countries have accelerated their efforts to reduce their emission rates. In addition, the fact that the importance to be taken differs on a sectoral basis, which requires the separation of emission rates by sector and the necessary measures to be taken.

This study discusses the possible consequences of including Turkey in the emissions trading system within the scope of the green deal and Sustainable Development Goal (SDG 13 and SDG 15) in the light of the reasons stated. For this prediction, the m5p method, one of the data mining decision tree methods, was used. The model examined. According to the data obtained, environmental taxes currently do not have any effect on emission the effects of environmental taxes on CO2 emissions and estimated the emission value for the next 5 years if taxes were increased values in Turkey.