Abstract
Purpose
Low carbon footprint agriculture has received increasing attention in the effect of reducing greenhouse gas emissions and mitigating climate change. However, little is known about how crop diversification may affect the system productivity and the carbon footprint.
Methods
In this study, we analyzed the carbon footprints of four cropping systems: winter wheat (Triticum aestivum L.)–summer maize (Zea mays L.) (WM, grain crop pattern, 1-year cycle); ryegrass (Lolium perenne L.)–sweet sorghum (Sorghum bicolor (L.) Moench) (RS, forage crop pattern, 1-year cycle); ryegrass–sweet sorghum → winter wheat–summer maize (RSWM, grain plus forage crop pattern, 2-year cycle); and switchgrass (Panicum virgatum L.) perennial cropping (SG, energy crop pattern) that have been evaluated in a long-term (2009–2015) field experiment in the North China Plain (NCP). Carbon footprints were expressed using three metrics: CFa (per unit area), CFb (per kg of biomass), and CFe (per unit of economic output).
Results and discussion
The results showed that switchgrass as a perennial herbaceous crop with one cut per year had the lowest annual carbon footprint at three metrics. The WM cropping system had the highest annual CFa, CFb, and CFe values which were 1.73, 2.23, and 1.78 times higher, respectively, than those of the RSWM cropping system. The RS cropping system had the lower annual CFa, CFb, and CFe values, which accounted for 20.9, 3.4, and 2.9%, respectively, of the WM cropping system. The four cropping systems had annual carbon footprints at per unit area, per kilogram of biomass and per unit of economic output ranked from lowest to highest of SG < RS < RSWM < WM.
Conclusions
We conclude that appropriately designed, diversified cropping systems that include grain, forage, and bioenergy crops can effectively reduce the carbon footprint while maintaining or even increasing the systems productivity in the North China Plain.
Similar content being viewed by others
Abbreviations
- CF:
-
carbon footprint
- CFa :
-
carbon footprint per unit area
- CFb :
-
carbon footprint per kg of biomass
- CFe :
-
carbon footprint per unit of economic output
- CO2 eq:
-
carbon dioxide equivalents
- GHGs:
-
greenhouse gas emissions
- NCP:
-
North China Plain
- RS:
-
ryegrass-sweet sorghum
- RSWM:
-
ryegrass–sweet sorghum → winter wheat–summer maize
- SG:
-
switchgrass perennial cropping
- SOC:
-
Soil organic carbon
- WM:
-
winter wheat–summer maize
References
Bai Y, Luo L, Van der Voet E (2010) Life cycle assessment of switchgrass derived ethanol as transport fuel. Int J Life Cycle Assess 15:468–477
Brandão M, Levasseur A, Kirschbaum MUF, Bo PW, Cowie AL (2013) Key issues and options in accounting for carbon sequestration and temporary storage in life cycle assessment and carbon footprinting. Int J Life Cycle Assess 18:230–240
BSI (2008) PAS 2050:2008 Specification for the assessment of the life cycle greenhouse gas emissions of goods and services (British Standards Institution, London)
BSI (2011) PAS 2050:2011 Specification for the assessment of the life cycle greenhouse gas emissions of goods and services (British Standards Institution, London)
Cadoux S, Ferchaud F, Demay C, Boizard H, Machet JM, Fourdinier E, Preudhomme M, Chabbert B, Gosse G, Mary B (2014) Implications of productivity and nutrient requirements on greenhouse gas balance of annual and perennial bioenergy crops. GCB Bioenergy 6(4):425–438
Cardinale BJ, Wright JP, Cadotte MW, Carroll IT, Hector A, Srivastava DS, Loreau M, Weis JJ (2007) Impacts of plant diversity on biomass production increase through time because of species complementarity. Proc Natl Acad Sci U S A 104(46):18123–18128
Chai Q, Qin AZ, Gan YT, Yu AZ (2013) Higher yield and lower carbon emission by intercropping maize with rape, pea, and wheat in arid irrigation areas. Agron Sustain Dev 34(2):535–543
Cheng K, Pan GX, Smith P, Luo T, Li LQ, Zhang JW, Zhang XH, Han XJ, Yan M (2011) Carbon footprint of China’s crop production-an estimation using agro-statistics data over 1993-2007. Agric Ecosyst Environ 142(3–4):231–237
Cougnon M, Baert J, Van Waes C, Reheul D (2013) Performance and quality of tall fescue (Festuca arundinacea Schreb.) and perennial ryegrass (Lolium perenne L.) and mixtures of both species grown with or without white clover (Trifolium repens L.) under cutting management. Grass Forage Sci 69(4):666–677
Don A, Osborne B, Hastings A, Skiba U, Carter MS, Drewer J, Flessa H, Freibauer A, Hyvönen N, Jones MB (2012) Land-use change to bioenergy production in Europe: implications for the greenhouse gas balance and soil carbon. GCB Bioenergy 4(4):372–391
Dyer JA, Vergé X, Desjardins RL, Worth DE, Mcconkey BG (2010) The impact of increased biodiesel production on the greenhouse gas emissions from field crops in Canada. Energy Sustain Dev 14(2):73–82
Ellert BH, Janzen HH (2008) Nitrous oxide, carbon dioxide and methane emissions from irrigated cropping systems as influenced by legumes, manure and fertilizer. Can J Soil Sci 88(2):207–217
Fan XF, Hou XC, Zuo HT, Wu JY, Duan LS (2010) Biomass yield and quality of three kinds of bioenergy grasses in Beijing of China. Scientia Agricultural Sinica 43(16):3316–3322 (in Chinese with English abstract)
Ferchaud F, Vitte G, Mary B (2016) Changes in soil carbon stocks under perennial and annual bioenergy crops. GCB Bioenergy 8(2):290–306
Follett RF, Vogel KP, Varvel GE, Mitchell RB, Kimble J (2012) Soil carbon sequestration by switchgrass and no-till maize grown for bioenergy. Bioenerg Res 5(4):866–875
Fu HM, Meng FY, Molatudi RL, Zhang BG (2016) Sorghum and switchgrass as biofuel feedstocks on marginal lands in northern China. Bioenerg Res 9:633–642
Gan YT Hamel C, O Donovan JT, Cutforth H, Zentner RP, Campbell CA, Niu YN, Poppy L (2015) Diversifying crop rotations with pulses enhances system productivity. Sci Rep 5. https://doi.org/10.1038/srep14625
Gan YT, Liang C, Wang XY, Mcconkey B (2011) Lowering carbon footprint of durum wheat by diversifying cropping systems. Field Crop Res 122(3):199–206
Gan YT, Liang C, Huang GB, Malhi SS, Brandt SA, Katepa-Mupondwa F (2012) Carbon footprint of canola and mustard is a function of the rate of N fertilizer. Int J Life Cycle Assess 17(1):58–68
Gan YT, Liang C, Chai Q, Lemke RL, Campbell CA, Zentner RP (2014) Improving farming practices reduces the carbon footprint of spring wheat production. Nat Commun 5:5012. https://doi.org/10.1038/ncomms6012
Han KJ, Pitman WD, Kim M, Day DF, Alison MW, McCormick ME, Aita G (2013) Ethanol production potential of sweet sorghum assessed using forage fiber analysis procedures. GCB Bioenergy 5(4):358–366
Hauggaard-Nielsen H, Lachouani P, Knudsen MT, Ambus P, Boelt B, Gislum R (2016) Productivity and carbon footprint of perennial grass–forage legume intercropping strategies with high or low nitrogen fertilizer input. Sci Total Environ 541:1339–1347
Hu CS, Dong WX, Zhang YM, Cheng YS, Li XX, Yang LL (2011) Nitrogen flux and its manipulation in the cropland ecosystem of the North China plain. Chinese J Eco-Agr 19:997–1003
Huang JX, Chen YQ, Sui P, Ga WS (2013) Estimation of net greenhouse gas balance using crop- and soil- based approaches: two case studies. Sci Total Environ 456-457(7):299–306
IPCC (2006) IPCC Guidelines for National Greenhouse Gas Inventories. Agriculture, Forestry and other Land Use, vol. 4. Paris, France
IPCC (2007) Climate Change 2007: Synthesis Report. Contribution of Working Groups I, II and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, Pachauri, R.K and Reisinger, A. (eds.)]. IPCC, Geneva, Switzerland, p 104. http://www.ipcc.ch/pdf/assessment-report/ar4/syr/ar4_syr_full_report.pdf. Accessed 1 May 2017
ISO 13065:2015 (2015) Sustainability criteria for bioenergy. International Organisation for Standardisation (Geneve)
Knudsen MT, Meyer-Aurich A, Olesen JE, Chirinda N, Hermansen JE (2014) Carbon footprints of crops from organic and conventional arable crop rotations—using a life cycle assessment approach. J Clean Prod 64:609–618
Krupinsky JM, Bailey KL, McMullen MP, Gossen BD, Turkington TK (2002) Managing plant diseases risk in diversified cropping systems. Agron J 94(2):198–209
Lal R (2004) Soil carbon sequestration impacts on global climate change and food security. Science 304(5677):1623–1627
Li CX, Feng HS (2013) A study on the adaptability of sweet sorghum planted in different altitudinal areas of the Qinghai plateau. Acta Prataculturae Sinica 22(3):51–59 (In Chinese with English abstract)
Li WX, Li L, Sun JH, Guo TW, Zhang FS, Bao XG, Peng A, Tang C (2005) Effects of intercropping and nitrogen application on nitrate present in the profile of an Orthic Anthrosol in Northwest China. Agric Ecosyst Environ 105(3):483–491
Liang L (2009) Environmental impact assessment of circular agriculture based on life cycle assessment: methods and case studies. (PhD thesis), Beijing, China: China Agricultural University, College of Agronomy and Biotechnology
Linton JA, Miller JC, Little RD, Petrolia DR, Coble KH (2011) Economic feasibility of producing sweet sorghum as an ethanol feedstock in the southeastern United States. Biomass Bioenergy 35(7):3050–3057
Liu SX, Mo XG, Lin ZH, Xu YQ, Ji JJ, Wen G, Richey J (2010) Crop yield responses to climate change in the Huang-Huai-Hai plain of China. Agr Water Manage 97(8):1195–1209
Liu HH, Ren LT, Spiertz H, Zhu YB, Xie GH (2015) An economic analysis of sweet sorghum cultivation for ethanol production in North China. GCB Bioenergy 7(5):1176–1184
Ma Z, Wood CW, Bransby DI (2000) Soil management impacts on soil carbon sequestration by switchgrass. Biomass Bioenergy 18(6):469–477
Ma BL, Liang BC, Biswas DK, Morrison MJ, McLaughlin NB (2012) The carbon footprint of maize production as affected by nitrogen fertilizer and maize-legume rotations. Nutr Cycl Agroecosys 94(1):15–31
Mclaughlin SB, Walsh ME (1998) Evaluation environmental consequences of producing herbaceous crops for bioenergy. Biomass Bioenergy 14(4):317–324
Miller PR, Gan YT, McConkey BG, McDonald CL (2003) Pulse crops in the northern Great Plains. I Grain productivity and residual effects on soil water and nitrogen Agron J 95(4):972–979
Mitchell R, Vogel P, Sarath G (2008) Managing and enhancing switchgrass as a bioenergy feedstock. Biofuels Bioprod Biorefin 2(6):530–539
Monti A, Fazio S, Lychnaras V, Soldatos P, Venturi G (2007) A full economic analysis of switchgrass under different scenarios in Italy estimated by BEE model. Biomass Bioenergy 31(4):177–185
Nelson RG, Ascough JC, Langemeier MR (2006) Environmental and economic analysis of switchgrass production for water quality improvement in Northeast Kansas. J Environ Manag 79(4):336–347
Ostle NJ, Levy PE, Evans CD, Smith P, Beddington J (2009) UK land use and soil carbon sequestration. Land Use Policy 26:S274–S283
Perlack RD et al (2011) US billion-ton update: biomass supply for a bioenergy and bioproducts industry. http://works.bepress.com/douglas_karlen/47/
Qin SP, Wang YY, Hu CS, Oenema O, Li XX, Zhang YM, Dong WX (2012) Yield-scaled N2O emissions in a winter wheat-summer corn double-cropping system. Atmos Environ 55(3):240–244
Qu H, Liu XB, Dong CF, Lu XY, Shen YX (2014) Field performance and nutritive value of sweet sorghum in eastern China. Field Crop Res 157(2):84–88
Rees WE (1992) Ecological footprints and appropriated carrying capacity: what urban economics leaves out. Environ Urbanisation 4(2):121–130
SAS I.I (2011) SAS/STAT User’s Guide, Version 9.3. SAS Institute, Cary, NC, USA
Seda, M., Assumpeió, A., Muñoz, P., (2010) Analysing the influence of functional unit in agricultural LCA. LCA FOOD 2010. VII international conference on life cycle assessment in the agri-food sector. In: Notarnicola B, Settanni E, Tassielli G, Giungato P (eds) Proceedings of LCA Food 2010. Bari 22–24 September 2010
Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (2013) Climate change 2013: the physical science basis. Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge
Syakila A, Kroeze C (2011) The global nitrous oxide budget revisited. Greenh Gas Meas Manag 1(11):17–26
Tanaka DL, Krupinsky JM, Merrill SD, Liebig MA, Hanson JD (2007) Dynamic cropping systems for sustainable crop production in the northern Great Plains. Agron J 99(4):904–911
Tian SZ, Ning TY, Zhao HX, Wang BW, Li N, Han HF, Li ZJ, Chi SY (2012) Response of CH4 and N2O emissions and wheat yields to tillage method changes in the North China plain. PLoS One 7(12):1–10
Vasilakoglou I, Dhima K, Karagiannidis N, Gatsis T (2011) Sweet sorghum productivity for biofuels under increased soil salinity and reduced irrigation. Field Crops Res 120(1):38–46
Wackernagel M (1994) Ecological footprint and appropriated carrying capacity: a tool for planning toward sustainability. (PhD thesis), the University of British Columbia, School of Community and Regional Planning, Vancouver
Walkley A, Black LA (1934) An examination of the Dgtjareff method for determining soil organic matter, and a proposed modification of the chromic acid titration method. Soil Sci 37:29–38
Wang ZB, Zhang HL, Lu XH, Wang M, Chu QQ, Wen XY, Chen F (2016) Lowering carbon footprint of winter wheat by improving management practices in North China plain. J Clean Prod 112:149–157
Wiedmann T, Minx J (2008) A definition of “carbon footprint”. In: Pertsova CC (ed) Ecological economics research trends: chapter 1, NY, USA, pp 1–11
Wright L, Turhollow A (2010) Switchgrass selection as a “model” bioenergy crop: a history of the process. Biomass Bioenergy 34(6):851–868
Wu CW, Chen XB, Wei CB, Xu HL, Zhang LB, Liu SJ, Zhang PN, Bi YB (2014) Marginal land resources development and biomass energy research in Yellow River Delta. J Agr Sci Technol 16(4):109–119 (in Chinese with English abstract)
Yang XL, Sui P, Zhang M, Chen YQ, Gao WS (2014) Reducing agricultural carbon footprint through diversified crop rotation systems in the North China plain. J Clean Prod 76(4):131–139
Zentner RP, Lafond GP, Derksen DA, Nagy CN, Wall DD, May WE (2004) Effects of tillage method and crop rotations on non-renewable energy use efficiency for a thin black Chernozem in the Canadian prairies. Soil Till Res 77(2):125–136
Zhang YM, Chen DL, Zhang JB, Edis R, Hu CS, Zhu AN (2004) Ammonia volatilization and denitrification losses from an irrigated maize-wheat rotation field in the North China plain. Pedosphere 14(4):533–540
Zhang Q, Ju XT, Zhang FS (2010) Re-estimation of direct nitrous oxide emission from agricultural soils of China via revised IPCC2006 guideline method. Chinese J Eco-Agr 18(1):7–13 (in Chinese with English abstract)
Zhang MY, Wang FJ, Chen F, Malemela MP, Zhang HL (2013) Comparison of three tillage systems in the wheat-maize system on carbon sequestration in the North China plain. J Clean Prod 54(54):101–107
Zhao XN, Hu KL, Li KJ, Wang P, Ma YL, Stahr K (2013a) Effect of optimal irrigation, different fertilization, and reduced tillage on soil organic carbon storage and crop yields in the North China plain. J Plant Nutr Soil Sci 176(1):89–98
Zhao B, Dong ST, Zhang JW, Liu P (2013b) Effects of controlled-release fertilizer on nitrogen use efficiency in summer maize. PLoS One 8(8):1–8
Zhao CQ, Fan XF, Hou XC, Zhu Y, Yue YS, Hu YG, Wu JY (2016) Research on the differences in biomass and its allocation of 14 switchgrass in Beijing. Journal of Plant Genetic Resources 17(2):280–287 (in Chinese with English abstract)
Zheng XH, Mei BL, Wang YH, Xie BH, Wang YS, Dong HB, Xu H, Chen GX, Cai ZC, Yue J, Gu J, Su F, Zou JW, Zhu JG (2008) Quantification of N2O fluxes from soil-plant systems may be biased by the applied gas chromatograph methodology. Plant Soil 311(1):211–234
Zhuang DF, Jiang D, Liu L, Huang YH (2011) Assessment of bioenergy potential on marginal land in China. Renew Sust Energ Rev 15(2):1050–1056
Funding
This work was jointly financed by the National Natural Science Foundation of China (No. 31601267) and National Key Project of Scientific and Technical Supporting Programs (No. 2016YFD0300203; No. 2016YFD0300105) and the Chinese Universities Scientific Fund (2017NX003).
Author information
Authors and Affiliations
Corresponding authors
Additional information
Responsible editor: Zuoren Nie
Electronic supplementary material
ESM 1
(DOCX 39 kb)
Rights and permissions
About this article
Cite this article
Yang, X., Sun, B., Gao, W. et al. Carbon footprints of grain-, forage-, and energy-based cropping systems in the North China plain. Int J Life Cycle Assess 24, 371–385 (2019). https://doi.org/10.1007/s11367-018-1481-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11367-018-1481-5