A machine learning approach to carbon emissions prediction of the top eleven emitters by 2030 and their prospects for meeting Paris agreement targets
Abstract The continued rise in global carbon dioxide ( $$CO_2$$ ) emissions challenges international climate policy, particularly the goals of the Paris Agreement. This study forecasts $$CO_2$$ emissions through 2030 for the eleven highest-emitting nations–China, the United States, India, Russia, Ja...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-06-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-04236-5 |
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