This study aims to assess the carbon pressure exerted by agricultural activities on ecological
sustainability across 31 provinces in China from 2003 to 2022. The Agricultural Carbon Pressure
Index (ACPI) is introduced to evaluate both agricultural carbon emissions and the ecosystem’s carbon
absorption capacity, providing a comprehensive regional perspective. The Tapio decoupling model is
applied to analyze the relationship between agricultural economic growth and carbon emissions, while
spatial autocorrelation analysis reveals geographical clustering patterns. The results highlight significant
regional disparities in agricultural carbon pressure, with higher levels in the eastern coastal regions and
lower levels in the western and northeastern regions. The findings underscore the need for differentiated
policy measures to promote low-carbon agricultural technologies and enhance ecological protection.
This study successfully achieves its goal of providing a scientific basis for sustainable agricultural
development strategies in China.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
REFERENCES(41)
1.
CAI Y., ZHANG F., DENG X. Recoupled crop-livestock system can potentially reduce agricultural greenhouse gas emissions by over 40 % in China. Environmental Impact Assessment Review, 112, 107756, 2025. https://doi.org/10.1016/j.eiar....
LI H., JIN X., SHAN W., HAN B., ZHOU Y., TITTONELL P. Optimizing agricultural management in China for soil greenhouse gas emissions and yield balance: A regional heterogeneity perspective. Journal of Cleaner Production, 452, 142255, 2024. https://doi.org/10.1016/j.jcle....
HUANG Y., WANG Y., PENG J., LI F., ZHU L., ZHAO H., SHI R. Can China achieve its 2030 and 2060 CO2 commitments? Scenario analysis based on the integration of LEAP model with LMDI decomposition. Science of The Total Environment, 888, 164151, 2023. https://doi.org/10.1016/j.scit....
LI Y., YOU X., SUN X., CHEN J. Dynamic assessment and pathway optimization of agricultural modernization in China under the sustainability framework: An empirical study based on dynamic QCA analysis. Journal of Cleaner Production, 479, 144072, 2024. https://doi.org/10.1016/j.jcle....
SUN C., XIA E., HUANG J., TONG H. Coupling and coordination of food security and agricultural carbon emission efficiency: Changing trends, influencing factors, and different government priority scenarios. Journal of Environmental Management, 370, 122533, 2024. https://doi.org/10.1016/j.jenv....
GUPTA S.D., BAUDINO M., SARKAR S. Does the environmental Kuznets curve hold across sectors? Evidence from developing and emerging economies. Renewable and Sustainable Energy Reviews, 211, 115201, 2025. https://doi.org/10.1016/j.rser....
CHEN Y., YANG Y., FANG L., ZHAO H., YANG Z., CHEN L., YU H. Spatial effects of the agricultural ecosystem services based on environmental kuznets curve in Mengyin county, China. Heliyon, 9 (5), e15918, 2023. https://doi.org/10.1016/j.heli....
MOHAMMED S., GILL A.R., GHOSAL K., ALDALAHMEH M., ALSAFADI K., SZABó S., OLáH J., ALKERDI A., OCWA A., HARSANYI E. Assessment of the environmental kuznets curve within EU-27: Steps toward environmental sustainability (1990-2019). Environmental Science and Ecotechnology, 18, 100312, 2024. https://doi.org/10.1016/j.ese.....
SUN C., ZENG N., YAN G., YANG Y. Research on the Coordinated Development of Agricultural Carbon Emission- Ecological Environment-Agricultural Economy Coupling in Southwest China. Polish Journal of Environmental Studies, 2024. https://doi.org/10.15244/pjoes....
HU J., CHI L., XING L., MENG H., ZHU M., ZHANG J., WU J. Decomposing the decoupling relationship between energy consumption and economic growth in China's agricultural sector. Science of The Total Environment, 873, 162323, 2023. https://doi.org/10.1016/j.scit....
CHEN B., XU C., WU Y., LI Z., SONG M., SHEN Z. Spatiotemporal carbon emissions across the spectrum of Chinese cities: Insights from socioeconomic characteristics and ecological capacity. Journal of Environmental Management, 306, 114510, 2022. https://doi.org/10.1016/j.jenv....
WANG C., IBRAHIM H., WU F., CHANG W. Spatial and temporal evolution patterns and spatial spillover effects of carbon emissions in China in the context of digital economy. Journal of Environmental Management, 373, 123811, 2025. https://doi.org/10.1016/j.jenv....
UKAEW S., WEERACHAIPICHASGUL W., MOTONG N., CHANTAM P., YAOWARAT W. Implication of soil carbon changes on the greenhouse gas emissions of pickled ginger: a case study of crop rotation cultivation in Northern Thailand. Energy, Ecology and Environment, 8 (4), 370, 2023. https://doi.org/10.1007/s40974....
VANATHI J., SANBAGAVALLI S., SOMASUNDARAM E.S.U.M.S. Tillage and Nutrient Management Strategies to Improve the Performances of Little Millet under Irrigated Condition. Indian journal of agricultural research, 57 (6), 755, 2023. https://doi.org/10.18805/IJARe....
PAN X. Efficiency and Driving Factors of Agricultural Carbon Emissions: A Study in Chinese State Farms. Agriculture, 14, 2024. https://doi.org/10.3390/agricu....
HUANG S.-W., CHUNG Y.-F., WU T.-H. Analyzing the relationship between energy security performance and decoupling of economic growth from CO2 emissions for OECD countries. Renewable and Sustainable Energy Reviews, 152, 111633, 2021. https://doi.org/10.1016/j.rser....
WANG M., ZHANG X., FENG C., WEN S. Towards a sustainable construction: A newly proposed Tapio-global meta-frontier DEA framework for decoupling China's construction economy from its carbon emissions. Science of The Total Environment, 929, 172727, 2024. https://doi.org/10.1016/j.scit....
FU W., LUO M., CHEN J., UDIMAL T.B. Carbon footprint and carbon carrying capacity of vegetation in ecologically fragile areas: A case study of Yunnan. Physics and Chemistry of the Earth, Parts A/B/C, 120, 102904, 2020. https://doi.org/10.1016/j.pce.....
YANG M., CHU J., LI Z., LIU X., YU F., SUN F. An Examination of Regional Variations in Pesticide Usage and Grain Yield in China Before and After the Double Reduction Policy's Adoption. Polish Journal of Environmental Studies, 32 (2), 1887, 2023. https://doi.org/10.15244/pjoes....
CHI Y., ZHOU W., WANG Z., HU Y., HAN X. The Influence Paths of Agricultural Mechanization on Green Agricultural Development. Sustainability, 13, 2021. https://doi.org/10.3390/su1323....
MINGRAN W., MIN Z., ZHAODAN W. The Dynamic Analysis of China's Agricultural Economic Growth. Advances in Energy Research, 2019. https://doi.org/10.37247/AER.1....
MA W., LIU T., LI W., YANG H. The role of agricultural machinery in improving green grain productivity in China: Towards trans-regional operation and low-carbon practices. Heliyon, 9 (10), e20279, 2023. https://doi.org/10.1016/j.heli....
ZENG Y., LV Y., HE J., ZHANG H. The Factors Influencing the Emission of Greenhouse Gases from Tibet's Crop Farming. IOP Conference Series Earth and Environmental Science, 555, 012047, 2020. https://doi.org/10.1088/1755-1....
WANG C.-H., PADMANABHAN P., HUANG C.-H. The impacts of the 1997 Asian financial crisis and the 2008 global financial crisis on renewable energy consumption and carbon dioxide emissions for developed and developing countries. Heliyon, 8 (2), e08931, 2022. https://doi.org/10.1016/j.heli....
GUO J., CHEN L., KANG X. Digital inclusive finance and agricultural green development in China: A panel analysis (2013-2022). Finance Research Letters, 69, 106173, 2024. https://doi.org/10.1016/j.frl.....
ZHOU M., GUO W., SWANSON D.A. Self-rated Health and Objective Health Status Among Rural-to-Urban Migrants in China: A Healthy Housing Perspective. Population Research and Policy Review, 2023. https://doi.org/10.1007/s11113....
HAN D. Growth Models and Influencing Mechanisms of Total Factor Productivity in China's National High-Tech Zones. Sustainability, 16, 2024. https://doi.org/10.3390/su1608....
CHEN J., YU J., BAI X., ZENG Y., WANG J. Fragility of karst ecosystem and environment: Long-term evidence from lake sediments. Agriculture Ecosystems & Environment, 294, 106862, 2020. https://doi.org/10.1016/j.agee....
LI H., XU Y., GAO W., CUI J., CHEN Y. Carbon budget of diversified cropping systems in southwestern China: Revealing key crop categories and influencing factors under different classifications. Environmental Research, 255, 119189, 2024. https://doi.org/10.1016/j.envr....
LIU F., GAO M., LI H.Z.Y.Z.L. W. Response of soil CO2 emissions and water‐carbon use efficiency of winter wheat to different straw returning methods and irrigation scenarios. Journal of the Science of Food and Agriculture, 104 (4), 2449, 2024. https://doi.org/10.1002/jsfa.1....
QIAO R., JIANG Q., LIU X., WU Z., GAO S., LIANG D., GESANGYANGJI G., XIA L., ZHOU S., AO X. Industrialization, urbanization, and innovation: Nonlinear drivers of carbon emissions in Chinese cities. Applied energy. (Mar.15), 358, 2024. https://doi.org/10.1016/j.apen....
LI-QUN G.U., JIN-QIAN Z. Review of the 11th Five-Year Plan and Prospect of the 12th Five-Year Plan of Zhejiang Silkworm Egg Industry. Bulletin of Sericulture, 2011.
THI V.H.T., ZHOU W., LI M.E.A Systematic Analysis of the Development of Agricultural Modernization and Its Effect on Crop Production in Northeastern China. Sustainability (2071-1050), 16, (12), 2024. https://doi.org/10.3390/su1612....
DONG Y., MU Y., ITO S. Endogenous Agricultural Technology Diffusion with Factor Structural Changes in China. Journal- Faculty of Agriculture Kyushu University, 60 (2), 519, 2015. https://doi.org/10.5109/154342....
HUAXUE Z., YU C., YAN L. Can industrial coagglomeration improve carbon emission efficiency? Empirical evidence based on the eastern coastal areas of China. Environmental Science and Pollution Research, 31 (7), 10717, 2024. https://doi.org/10.1007/s11356....
HEYUAN Y., CIFANG W.U. Analysis of carbon emission efficiency and optimization of low carbon for agricultural land intensive use. Transactions of the Chinese Society of Agricultural Engineering, 2014.
SALVATI L., CARLUCCI M. The economic and environmental performances of rural districts in Italy: Are competitiveness and sustainability compatible targets? Ecological Economics, 70 (12), 2446, 2011. https://doi.org/10.1016/j.ecol....
YA-HONG Z., YAN-LING M.A., BING-PU C. Research on Characteristics and Driving Factors of Agricultural Land Carbon Emission in Gansu Province. Research of Agricultural Modernization, 2014.
YIWEN L., LIANG Y. Study on the influencing factors and profitability of horizontal ecological compensation mechanism in Yellow River Basin of China. Environmental Science and Pollution Research, (37), 30, 2023. https://doi.org/10.1007/s11356....
We process personal data collected when visiting the website. The function of obtaining information about users and their behavior is carried out by voluntarily entered information in forms and saving cookies in end devices. Data, including cookies, are used to provide services, improve the user experience and to analyze the traffic in accordance with the Privacy policy. Data are also collected and processed by Google Analytics tool (more).
You can change cookies settings in your browser. Restricted use of cookies in the browser configuration may affect some functionalities of the website.