Achieving sustainable green agriculture: analyze the enabling role of data elements in agricultural carbon reduction
IntroductionControlling agricultural carbon emissions is an important part of promoting the green development of agriculture. This paper explores the relationship between data elements (DE) and agricultural carbon emissions (ACE), which is an important manifestation of achieving green emission reduc...
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Frontiers Media S.A.
2025-07-01
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| Series: | Frontiers in Earth Science |
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| Online Access: | https://www.frontiersin.org/articles/10.3389/feart.2025.1618999/full |
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| author | Lidong Shi Jiahui Zhao Xinyi Du Yuntao Tan Ting Lei Ming Xu Ming Xu Yang Shen |
| author_facet | Lidong Shi Jiahui Zhao Xinyi Du Yuntao Tan Ting Lei Ming Xu Ming Xu Yang Shen |
| author_sort | Lidong Shi |
| collection | DOAJ |
| description | IntroductionControlling agricultural carbon emissions is an important part of promoting the green development of agriculture. This paper explores the relationship between data elements (DE) and agricultural carbon emissions (ACE), which is an important manifestation of achieving green emission reduction and sustainable agricultural development in agriculture.MethodsBased on the empirical data of 30 provinces in China from 2012 to 2022, this paper evaluated the influence between the two by using the fixed effects model and the mediating effects model, and explored the heterogeneous effects in geographical location and grain production areas.ResultsFirst, data elements have a significant inhibitory effect on agricultural carbon emissions. Second, data elements have obvious heterogeneity in agricultural carbon emissions. Thirdly, fintech and land use play a significant mediating role in the impact of data elements on agricultural carbon emissions.DiscussionThis paper not only enriches the theoretical research on the impact of data elements on agricultural carbon emissions, but also provides corresponding empirical evidence. It offers significant reference for deepening the green development reform of industry, optimizing the allocation of human resources, promoting high-quality agricultural development, and achieving rural revitalization in China. |
| format | Article |
| id | doaj-art-7dc2a05aef134d30ad7e050da35e4fb5 |
| institution | DOAJ |
| issn | 2296-6463 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Earth Science |
| spelling | doaj-art-7dc2a05aef134d30ad7e050da35e4fb52025-08-20T02:50:52ZengFrontiers Media S.A.Frontiers in Earth Science2296-64632025-07-011310.3389/feart.2025.16189991618999Achieving sustainable green agriculture: analyze the enabling role of data elements in agricultural carbon reductionLidong Shi0Jiahui Zhao1Xinyi Du2Yuntao Tan3Ting Lei4Ming Xu5Ming Xu6Yang Shen7School of National Security, Southwest University of Political Science and Law, Chongqing, ChinaSchool of National Security, Southwest University of Political Science and Law, Chongqing, ChinaSchool of National Security, Southwest University of Political Science and Law, Chongqing, ChinaCollege of Business Administration, Chongqing Technology and Business University Chongqing, Chongqing, ChinaSchool of National Security, Southwest University of Political Science and Law, Chongqing, ChinaSchool of National Security, Southwest University of Political Science and Law, Chongqing, ChinaSchool of Economics, Southwest University of Political Science and Law, Chongqing, ChinaInstitute of Quantitative Economics and Statistics, Huaqiao University, Xiamen, ChinaIntroductionControlling agricultural carbon emissions is an important part of promoting the green development of agriculture. This paper explores the relationship between data elements (DE) and agricultural carbon emissions (ACE), which is an important manifestation of achieving green emission reduction and sustainable agricultural development in agriculture.MethodsBased on the empirical data of 30 provinces in China from 2012 to 2022, this paper evaluated the influence between the two by using the fixed effects model and the mediating effects model, and explored the heterogeneous effects in geographical location and grain production areas.ResultsFirst, data elements have a significant inhibitory effect on agricultural carbon emissions. Second, data elements have obvious heterogeneity in agricultural carbon emissions. Thirdly, fintech and land use play a significant mediating role in the impact of data elements on agricultural carbon emissions.DiscussionThis paper not only enriches the theoretical research on the impact of data elements on agricultural carbon emissions, but also provides corresponding empirical evidence. It offers significant reference for deepening the green development reform of industry, optimizing the allocation of human resources, promoting high-quality agricultural development, and achieving rural revitalization in China.https://www.frontiersin.org/articles/10.3389/feart.2025.1618999/fulldata elementsagricultural carbon emissionsfinancial technologyland utilizationgreen emission reduction |
| spellingShingle | Lidong Shi Jiahui Zhao Xinyi Du Yuntao Tan Ting Lei Ming Xu Ming Xu Yang Shen Achieving sustainable green agriculture: analyze the enabling role of data elements in agricultural carbon reduction Frontiers in Earth Science data elements agricultural carbon emissions financial technology land utilization green emission reduction |
| title | Achieving sustainable green agriculture: analyze the enabling role of data elements in agricultural carbon reduction |
| title_full | Achieving sustainable green agriculture: analyze the enabling role of data elements in agricultural carbon reduction |
| title_fullStr | Achieving sustainable green agriculture: analyze the enabling role of data elements in agricultural carbon reduction |
| title_full_unstemmed | Achieving sustainable green agriculture: analyze the enabling role of data elements in agricultural carbon reduction |
| title_short | Achieving sustainable green agriculture: analyze the enabling role of data elements in agricultural carbon reduction |
| title_sort | achieving sustainable green agriculture analyze the enabling role of data elements in agricultural carbon reduction |
| topic | data elements agricultural carbon emissions financial technology land utilization green emission reduction |
| url | https://www.frontiersin.org/articles/10.3389/feart.2025.1618999/full |
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