Abstract
Developing low-carbon utilization of cropland is critical to coordinate agricultural production and environmental protection. Based on a theoretical analysis of greenhouse gas (GHG) emissions and crop production, this study examined the GHG emissions from cropland utilization in China and the decoupling process from crop yields with consideration of different sources and then explored the driving factors in different regions. The results showed that the GHG emissions from cropland utilization in China rose first and then fell between 2003 and 2020, and the decoupling process has undergone three stages, namely “expansive coupling”, “weak decoupling”, and “strong decoupling”. And the eastern and southern provinces are relatively ahead of the western and northwestern provinces. Additionally, crop yields have been basically decoupled from GHG emissions caused by agricultural inputs, but they were still not decoupled from GHG emissions from cropland in Northeastern and Northern China. Among the influencing factors, utilization efficiency has promoted the decoupling progress, the input structure has played a promoting role in the early stage and hindered it later, and the input intensity and the scale have worked as hindering factors. Policy implications have been proposed to support the sustainable development of agriculture.
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References
Adewale C, Reganold JP, Higgins S, Evans RD, Carpenter-Boggs L (2018) Improving carbon footprinting of agricultural systems: boundaries, tiers, and organic farming. Environ Impact Assess Rev. 71:41–48
Ang BW (2015) LMDI decomposition approach: a guide for implementation. Energy Policy 86:233–238
Benbi DK (2018) Carbon footprint and agricultural sustainability nexus in an intensively cultivated region of Indo-Gangetic Plains. Sci Total Environ 644:611–623
Bennetzen EH, Smith P, Porter JR (2016) Decoupling of greenhouse gas emissions from global agricultural production: 1970–2050. Glob Chang Biol 22(2):763–781
Brown C, Kovács E, Herzon I, Villamayor-Tomas S, Albizua A, Galanaki A, Grammatikopoulou I, McCracken D, Olsson JA, Zinngrebe Y (2021) Simplistic understandings of farmer motivations could undermine the environmental potential of the common agricultural policy. Land Use Pol 101:105136
Chai C, Zhang B, Li Y, Niu W, Zheng W, Kong X, Yu Q, Zhao M, Xia X (2023) A new multi-dimensional framework considering environmental impacts to assess green development level of cultivated land during 1990 to 2018 in China. Environ Impact Assess Rev 98:106927
Chai J, Wang Z, Yang J, Zhang L (2019) Analysis for spatial-temporal changes of grain production and farmland resource: evidence from Hubei Province, Central China. J Clean Prod 207:474–482
Chen Y, Li M, Su K, Li X (2019) Spatial-temporal characteristics of the driving factors of agricultural carbon emissions: empirical evidence from Fujian, China. Energies 12(16):3102
Chen Y, Li X, Wang J (2011) Changes and effecting factors of grain production in China. China Geogr Sci 21(6):676–684
Cui N, Ba X (2021) Decoupling analysis of pressure of cultivated land ecological security and agricultural economic development in Heilongjiang Province. Res Soil Water Conserv 28(05):308–315 (In Chinese)
Deng M, Deng J, Liu J (2016) On the space-time evolution of carbon emissions and reduction potential in Chinese grain crop fertilizer application. Res Sci 38(3):0534–0544 (In Chinese)
Ding B, Yang S, Zhao Y, Yi S (2019) Study on spatio-temporal characteristics and decoupling effect of carbon emission from cultivated land resource utilization in China. China Land Sci 33(12):45–54 (In Chinese)
Grand MC (2016) Carbon emission targets and decoupling indicators. Ecol Indic 67:649–656
Grossman GM, Krueger AB (1995) Economic growth and the environment. Q J Econ 110(2):353–377
Guo J, Li C, Xu X, Sun M, Zhang L (2022) Farmland scale and chemical fertilizer use in rural China: new evidence from the perspective of nutrient elements. J Clean Prod 376:134278
Han H, Zhong Z, Guo Y, Xi F, Liu S (2018) Coupling and decoupling effects of agricultural carbon emissions in China and their driving factors. Environ Sci Pollut Res 25(25):25280–25293
Hossain MA, Chen S (2022) The decoupling study of agricultural energy-driven CO2 emissions from agricultural sector development. Int J Environ Sci Technol 19(5):4509–4524
Hu S, Yang Y, Zheng H, Mi C, Ma T, Shi R (2022) A framework for assessing sustainable agriculture and rural development: a case study of the Beijing-Tianjin-Hebei region. China. Environ. Impact Assess Rev 97:106861
Huang J, Chen Y, Sui P, Gao W (2013) Estimation of net greenhouse gas balance using crop-and soil-based approaches: two case studies. Sci Total Environ 456:299–306
Huang W, Jiang L (2019) Efficiency performance of fertilizer use in arable agricultural production in China. China Agric Econ Rev 11(1):52–69
Huang X, Chen C, Qian H, Chen M, Deng A, Zhang J, Zhan W (2017) Quantification for carbon footprint of agricultural inputs of grains cultivation in China since 1978. J Clean Prod 142:1629–1637
Jiang J, Zhao T, Wang J (2021) Decoupling analysis and scenario prediction of agricultural CO2 emissions: an empirical analysis of 30 provinces in China. J Clean Prod 320:128798
Johnson JMF, Franzluebbers AJ, Weyers SL, Reicosky DC (2007) Agricultural opportunities to mitigate greenhouse gas emissions. Environ Pollut 150(1):107–124
Kanter DR, Musumba M, Wood SL, Palm C, Antle J, Balvanera P, Dale VH, Havlik P, Kline KL, Scholes RJ, Thornton P, Tittonell P, Andelmanet S (2018) Evaluating agricultural trade-offs in the age of sustainable development. Agric Syst 163:73–88
Kaya Y (1989) Impact of carbon dioxide emission control on GNP growth: interpretation of proposed scenarios. Intergovernmental Panel on Climate Change/Response Strategies Working Group, May
Kim YG, Baumert KA (2002) Reducing uncertainty through dual-intensity targets. Building on the Kyoto protocol: options for protecting the climate:109–134
Koohafkan P, Altieri MA, Gimenez EH (2012) Green agriculture: foundations for biodiverse, resilient and productive agricultural systems. Int J Agric Sustain 10(1):61–75
Li J, Wang W, Li M, Li Q, Liu Z, Chen W, Wang Y (2022) Impact of land management scale on the carbon emissions of the planting industry in China. Land 11(6):816
Liu W, Zhang G, Wang X, Lu F, Ouyang Z (2018) Carbon footprint of main crop production in China: magnitude, spatial-temporal pattern and attribution. Sci Total Environ 645:1296–1308
Liu Y, Zou L, Wang Y (2020) Spatial-temporal characteristics and influencing factors of agricultural eco-efficiency in China in recent 40 years. Land Use Pol 97:104794
Long H (2020) Farmland use transition in China. In: Long H (ed) Land use transitions and rural restructuring in China. Springer, Singapore, pp 31–160
Lu H, Xie H (2018) Impact of changes in labor resources and transfers of land use rights on agricultural non-point source pollution in Jiangsu Province. China J Environ Manag 207:134–140
Luo Y, Long X, Wu C, Zhang J (2017) Decoupling CO2 emissions from economic growth in agricultural sector across 30 Chinese provinces from 1997 to 2014. J Clean Prod 159:220–228
Maraseni T, An-Vo DA, Mushtaq S, Reardon-Smith K (2021) Carbon smart agriculture: an integrated regional approach offers significant potential to increase profit and resource use efficiency, and reduce emissions. J Clean Prod 282:124555
Min J, Hu H (2012) Calculation of greenhouse gases emission from agricultural production in China. China Popul Resour Environ 22(7):21–27 (In Chinese)
Min M, Miao C, Duan X, Yan W (2022) Formation mechanisms and general characteristics of cultivated land use patterns in the Chaohu Lake Basin, China. Land Use Pol 117:106093
Ministry of Agriculture (2015) The National Agricultural Sustainable Development Plan (2015–2030), Beijing
Nabavi-Pelesaraei A, Shaker-Koohi S, Dehpour MB (2013) Modeling and optimization of energy inputs and greenhouse gas emissions for eggplant production using artificial neural network and multi-objective genetic algorithm. Int J Adv Biol Biomed Res 1(11):1478–1489
Naghavi S, Ebrahimi-Khusfi Z, Mirzaei A (2022) Decoupling pollution-agricultural growth and predicting climate change impacts on decoupling index using Bayesian network in different climatic regions. Environ Sci Pollut Res 29(10):14677–14694
National Coordination Committee on Climate Change (NCCC) (2012) Second National Communication on Climate Change of the People’s Republic of China. China Planning Press, Beijing
Nwaka ID, Nwogu MU, Uma KE, Ike GN (2020) Agricultural production and CO2 emissions from two sources in the ECOWAS region: new insights from quantile regression and decomposition analysis. Sci Total Environ 748:141329
OECD (2002) Indicators to measure decoupling of environmental pressure from economic growth. Sustainable Development. SG/SD (2002) 1/Final. Organization for Economic Co-operation and Development
Peng J, Xiao J, Li G, Yi M (2020) Decoupling relationship between agricultural wastewater non-point source pollution and agricultural economic growth in the Yangtze River Economic Belt. China Environ Sci 40(6):2770–2784 (In Chinese)
Ponce MF, Gutiérrez-Díaz J, Flores-Macías A, González-Ortega E, Mendoza AP, Sánchez LMR, Novotny I, Espíndola IPM (2022) Direct and indirect greenhouse gas emissions under conventional, organic, and conservation agriculture. Agric Ecosyst Environ 340:108148
Quan C, Cheng X, Yu S, Ye X (2020) Analysis on the influencing factors of carbon emission in China’s logistics industry based on LMDI method. Sci Total Environ 734:138473
Rehman A, Ma H, Khan MK, Khan SU, Murshed M, Ahmad F, Mahmood H (2022) The asymmetric effects of crops productivity, agricultural land utilization, and fertilizer consumption on carbon emissions: revisiting the carbonization-agricultural activity nexus in Nepal. Environ Sci Pollut Res 29:39827–39837
Remuzgo L, Sarabia JM (2015) International inequality in CO2 emissions: a new factorial decomposition based on Kaya factors. Environ Sci Policy 54:15–24
Sah D, Devakumar AS (2018) The carbon footprint of agricultural crop cultivation in India. Carbon Manag 9(3):213–225
Shen J, Zhu Q, Jiao X, Ying H, Wang H, Wen X, Xu W, Li T, Liu X, Hou Y, Cui Z, Oenema O, Davies WJ, Zhang F (2020) Agriculture green development: a model for China and the world. Front Agric Sci Eng 7(1):5–13
Smith LE, Siciliano G (2015) A comprehensive review of constraints to improved management of fertilizers in China and mitigation of diffuse water pollution from agriculture. Agric Ecosyst Environ 209:15–25
Song W (2014) Decoupling cultivated land loss by construction occupation from economic growth in Beijing. Habitat Int 43:198–205
Struik PC, Kuyper TW (2017) Sustainable intensification in agriculture: the richer shade of green. A review. Agron Sustain Dev 37(5):1–15
Tahmasebi M, Feike T, Soltani A, Ramroudi M, Ha N (2018) Trade-off between productivity and environmental sustainability in irrigated vs. rainfed wheat production in Iran. J Clean Prod 174:367–379
Tang L, Ke X, Zhou Q, Wang L, Koomen E (2020) Projecting future impacts of cropland reclamation policies on carbon storage. Ecol Indic 119:106835
Tapio P (2005) Towards a theory of decoupling: degree of decoupling in the EU and case of road traffic in Finland between 1970 and 2001. Transp Policy 12:137–151
Thirlwall AP (2003) Growth and development, with special reference to developing economies. Houndmills, Basingstoke, Hampshire, New York
Vehmas J, Kaivo-oja J, Luukkanen J (2003) Global trends of linking environmental stress and economic growth. Finland Futures Research Center, Turku, pp 6–9
Wang B, Cai A, Qin X, Wilkes A, Wang P, Liu S, Zhang X, Zeng N (2022a) Four pathways towards carbon neutrality by controlling net greenhouse gas emissions in Chinese cropland. Resour Conserv Recycl 186:106576
Wang J, Dong X, Qiao H, Dong K (2020) Impact assessment of agriculture, energy and water on CO2 emissions in China: untangling the differences between major and non-major grain-producing areas. Appl Econ 52(60):6482–6497
Wang J, Zhang Z, Liu Y (2018) Spatial shifts in grain production increases in China and implications for food security. Land Use Pol 74:204–213
Wang Q, Su M (2020) Drivers of decoupling economic growth from carbon emission - an empirical analysis of 192 countries using decoupling model and decomposition method. Environ Impact Assess Rev 81:106356
Wang R, Zhang Y, Zou C (2022b) How does agricultural specialization affect carbon emissions in China? J Clean Prod 370:133463
Wang Y, Xie T, Yang S (2017) Carbon emission and its decoupling research of transportation in Jiangsu Province. J Clean Prod 142:907–914
West PC, Gibbs HK, Monfreda C, Wagner J, Barford CC, Carpenter SR, Foley JA (2010) Trading carbon for food: global comparison of carbon stocks vs. crop yields on agricultural land. Proc Natl Acad Sci 107(46):19645–19648
West TO, Marland G (2002) A synthesis of carbon sequestration, carbon emissions, and net carbon flux in agriculture: comparing tillage practices in the United States. Agric Ecosyst Environ 91(1-3):217–232
Wu G, Liu J, Yang L (2021b) Dynamic evolution of China’s agricultural carbon emission intensity and carbon offset potential. Chinese J. Popul Resour Environ 31(10):69–78 (In Chinese)
Wu H, Sipiläinen T, He Y, Huang H, Luo L, Chen W, Meng Y (2021a) Performance of cropland low-carbon use in China: measurement, spatiotemporal characteristics, and driving factors. Sci Total Environ 800:149552
Wu Y, Xi X, Tang X, Luo D, Gu B, Lam SK, Vitousek PM, Chen D (2018) Policy distortions, farm size, and the overuse of agricultural chemicals in China. Proc Natl Acad Sci USA 15(27):7010–7015
Xiong C, Yang D, Xia F, Huo J (2016) Changes in agricultural carbon emissions and factors that influence agricultural carbon emissions based on different stages in Xinjiang, China. Sci Rep 6(1):1–10
Xu B, Lin B (2017) Factors affecting CO2 emissions in China’s agriculture sector: evidence from geographically weighted regression model. Energy Policy 104:404–414
Xu J (2011) A study on the energy use and energy efficiency of grain production-empirical analysis based on DEA. [MA Thesis]. Zhejiang University, Hangzhou
Yan M, Cheng K, Luo T, Yan Y, Pan G, Rees RM (2015) Carbon footprint of grain crop production in China–based on farm survey data. J Clean Prod 104:130–138
Yan X, Cai Z, Ohara T, Akimoto H (2003) Methane emission from rice fields in mainland China: amount and seasonal and spatial distribution. J Geophys Res Atmos 108(D16)
Yang B, Ke X, van Vliet J, Yu Q, Zhou T, Verburg P (2020) Impact of cropland displacement on the potential crop production in China: a multi-scale analysis. Reg Environ Change 20(3):1–13
Ye W, Wang C, Zhao C, Zheng X (2021) Spatial and temporal evolution of carbon footprint of tropical farmland ecosystem in Hainan Island in recent 20 years. Chinese J Agric Resour Regional Planning 42(10):114–126 (In Chinese)
Yuan R, Xu C, Kong F (2023) Decoupling agriculture pollution and carbon reduction from economic growth in the Yangtze River Delta, China. PloS one 18(1):e0280268
Zeng J, Han J, Qu J, Maraseni TN, Xu L, Li H, Liu L (2021) Ecoefficiency of China’s agricultural sector: what are the spatiotemporal characteristics and how are they determined? J Clean Prod 325:129346
Zhang CY, Zhao L, Zhang H, Chen MN, Fang RY, Yao Y, Zhang Q, Wang Q (2022) Spatial-temporal characteristics of carbon emissions from land use change in Yellow River Delta region, China. Ecol Indic 136:108623
Zhang D, Shen J, Zhang F, Li YE, Zhang W (2017) Carbon footprint of grain production in China. Sci Rep 7(1):1–11
Zhao X, Zhang X, Li N, Shao S, Geng Y (2017) Decoupling economic growth from carbon dioxide emissions in China: a sectoral factor decomposition analysis. J Clean Prod 142:3500–3516
Zhong H, Liu Z, Wang J (2022) Understanding impacts of cropland pattern dynamics on grain production in China: a integrated analysis by fusing statistical data and satellite-observed data. J Environ Manag 313:114988
Zhou X, Zhang M, Zhou M, Zhou M (2017) A comparative study on decoupling relationship and influence factors between China’s regional economic development and industrial energy–related carbon emissions. J Clean Prod 142:783–800
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This research was supported by the National Natural Science Foundation of China (42071269), the Philosophical and Social Science Planning Project of Zhejiang (21WZQH12YB), and the National Social Science Foundation of China (19FGLB054).
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Fei Meng: conceptualization, methodology, software, formal analysis, and writing—original draft; Yongzhong Tan: conceptualization, supervision, writing—review and editing—and funding acquisition; Hang Chen: methodology, validation, and writing—review and editing.
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Meng, F., Tan, Y. & Chen, H. Decoupling relationship between greenhouse gas emissions from cropland utilization and crop yield in China: implications for green agricultural development. Environ Sci Pollut Res 30, 97160–97177 (2023). https://doi.org/10.1007/s11356-023-29117-0
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DOI: https://doi.org/10.1007/s11356-023-29117-0