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Agricultural productivity is measured in terms of crop and livestock production. The goal of this research is to make some contributions, as crop production has a negative impact on carbon dioxide emissions in the long and short run. Carbon dioxide emissions are positively influenced by livestock production in the long run, but negatively in the short run. As for the moderation effect, the results indicate that transportation significantly impacts agricultural productivity and CO2 in both the long and short term. The study provides in-depth insights to policy makers for designing more suitable policies regarding the necessity of decreasing CO2 emissions. In addition to discussing the crucial implications, future directions are also discussed.<\/jats:p>","DOI":"10.3389\/fenvs.2022.1065000","type":"journal-article","created":{"date-parts":[[2023,1,4]],"date-time":"2023-01-04T03:25:38Z","timestamp":1672802738000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":15,"title":["Nexus between agriculture productivity and carbon emissions a moderating role of transportation; evidence from China"],"prefix":"10.3389","volume":"10","author":[{"given":"DanHui","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rana Yassir","family":"Hussain","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ilyas","family":"Ahmad","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2023,1,4]]},"reference":[{"key":"B1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/978-3-319-74482-7_1","article-title":"Biomass as a source of energy","volume-title":"Wood pellet as a renewable source of energy","author":"Abdoli","year":"2018"},{"key":"B2","doi-asserted-by":"publisher","first-page":"140617","DOI":"10.1016\/j.scitotenv.2020.140617","article-title":"Transport energy consumption and environmental quality: Does urbanization matter?","volume":"744","author":"Adams","year":"2020","journal-title":"Sci. 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