As China’s demand for paper products increases, China’s paper industry faces enormous pressure to reduce greenhouse gas emissions. By using material flow analysis in combination with input–output analysis, this study measured the waste paper recovery rate in a more accurate method and analyzed the impact of waste paper recycling on the carbon emissions from China’s paper industry. China’s waste paper recovery rate estimated in this study was close to 70% in 2017, much higher than that of 48% obtained with the traditional method. The regression results displayed a negative relationship between waste paper recovery rate and CO2 emissions per unit of paper consumption during 2000–2017 in China. The rolling regression results further indicated that the impact of waste paper recycling was becoming stronger on reducing CO2 emissions per unit of paper consumption in China. Since an inverted “U” shape relationship exists between waste paper recovery rate and its reduction effect on carbon emissions from the paper industry, the regression results suggested that China’s waste paper recovery rate has not reached the optimal level with regard to carbon emissions from China’s paper industry. Thus, although China’s waste paper recovery rate has reached a relatively high level, currently waste paper recycling is still an effective method to reduce carbon emissions from China’s paper industry.
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The data used in this study are drawn from a variety of sources, including official statistics and the literature. The production, import and export volumes of 5 categories of paper products, mechanical pulp, chemical pulp, semi-chemical pulp, recovered paper and non-wood pulp are openly available in FAOSTAT at http://www.fao.org/faostat/en/#data/FO. The input–output coefficients of various types of pulps, the parameters of storage, recovery and incineration of the consumed paper products, the parameters of energy consumption in the pulping and papermaking process and the conversion parameters between energy consumption and CO2 emissions in the MFA model are derived from existing research (Table 1).
Computer code relevant to this study is submitted as supplementary material (Online Resource 1).
TPC is calculated as the sum of domestic production and import of the five categories of paper products with exportation subtracted.
Consumed paper products will partially remain in the consumption process due to long in-use lifespan (Cote et al. 2015). For example, paper products such as books, journals, and other printed products are usually stored for years before they enter the final disposal process and become recyclable.
In the pulp structure calculation, recycled pulp is calculated as the product of recovered paper consumption and the yield ratio for recycled pulping (0.81); chemical pulp is calculated as the sum of chemical pulp consumption, 50% of semi-chemical pulp consumption and non-wood pulp consumption; mechanical pulp is calculated as the sum of mechanical pulp consumption and 50% of semi-chemical pulp consumption.
Berglund C, Söderholm P, Nilsson M (2002) A note on inter-country differences in waste paper recovery and utilization. Resour Conserv Recycl 34(3):175–191
Berglund C, Söderholm P (2003) An econometric analysis of global waste paper recovery and utilization. Environ Econ Manag 26(3):429–456. https://doi.org/10.1023/B:EARE.0000003595.60196.a9
Brunner PH, Rechberger H (2016) Practical handbook of material flow analysis (Vol. 1). CRC press. https://iwr.tuwien.ac.at/fileadmin/mediapool-ressourcen/MFA_Handbook/solutions.pdf
Chen C, Qiu R (2014) Estimation of energy consumption and carbon emissions of China’s pulp & paper industry. China Pulp Pap 04:50–55
Corcelli F, Fiorentino G, Vehmas J, Ulgiati (2018) Energy efficiency and environmental assessment of papermaking from chemical pulp-A Finland case study. J Clean Prod 198:96–111
Cote M, Poganietz WR, Schebek L (2015) Anthropogenic carbon stock dynamics of pulp and paper products in Germany. J Ind Ecol 19(3):366–379. https://doi.org/10.1111/jiec.12210
Cui H, Sošić G (2019) Recycling common materials: Effectiveness, optimal decisions, and coordination mechanisms. Eur J Oper Res 274(3):1055–1068. https://doi.org/10.1016/j.ejor.2018.11.010
Eurostat (2016) Waste generation and treatment (env_wasgt). http://ec.europa.eu/eurostat/cache/metadata/en/env_wasgt_esms.htm. Accessed 6 Feb 2016
Edgren JA, Moreland KW (1990) An econometric analysis of paper and wastepaper markets. Resour Energ 11(3):299–319. https://doi.org/10.1016/0165-0572(90)90035-H
FAO (2010) Impact of the global forest industry on atmospheric greenhouse gases. http://www.fao.org/3/i1580e/i1580e00.pdf
FAO (2016) FAOSTAT database-forestry production and trade. http://faostat3.fao.org/download/F/FO/E. Accessed 5 Oct 2016
FAO (2019) FAOSTAT database-forestry production and trade. http://www.fao.org/faostat/en/#data/FO. Accessed 22 Dec 2019
Friedrich E, Trois C (2011) Quantification of greenhouse gas emissions from waste management processes for municipalities–A comparative review focusing on Africa. Waste Manag 31(7):1585–1596. https://doi.org/10.1016/j.wasman.2011.02.028
Gang D, Baodong C, Sitong L, Yu R (2016) Empirical analysis on influencing factors of waste paper recovery rate in China. J Sustain For 35(3):183–190. https://doi.org/10.1080/10549811.2016.1140059
Gaudreault C, Samson R, Stuart P (2009) Implications of choices and interpretation in LCA for multi-criteria process design: de-inked pulp capacity and cogeneration at a paper mill case study. J Clean Prod 17(17):1535–1546. https://doi.org/10.1016/j.jclepro.2009.07.003
Gemechu ED, Butnar I, Gomà-Camps J et al. (2013) A comparison of the GHG emissions caused by manufacturing tissue paper from virgin pulp or recycled waste paper. Int J Life Cycle Assess 18(8):1618–1628
Grace R, Turner RK, Walter I (1978) Secondary materials and international trade. J Environ Econ Manag 5(2):172–186. https://doi.org/10.1016/0095-0696(78)90025-6
Gullichsen J, Paulapuro H, Fogelholm C-J (2000) Papermaking science and technology, Book 6B. Chemical Pulping. Fapet Oy, Jyväskylä, Finland
Hashimoto S, Nose M, Obara T, Moriguchi Y (2002) Wood products: potential carbon sequestration and impact on net carbon emissions of industrialized countries. Environ Sci Policy 5(2):183–193. https://doi.org/10.1016/S1462-9011(01)00045-4
Hohenthal C, Leon J, Dobon A, Kujanpää M, Meinl G, Ringman J, Hortal M, Forsström U (2019) The ISO 14067 approach to open-loop recycling of paper products: Making it operational. J Clean Prod 224:264–274. https://doi.org/10.1016/j.jclepro.2019.03.179
Holmberg JM, Gustavsson L (2007) Biomass use in chemical and mechanical pulping with biomass-based energy supply. Resour Conserv Recycl 52(2):331–350. https://doi.org/10.1016/j.resconrec.2007.05.002
Hong SJ, Choi YS, Kim KR, Kang JG, Oh GJ, Hur T (2011) Material flow analysis of paper in korea. Part I. Data calculation model from the flow relationships between paper products. Resour Conserv Recycl 55(12):1206–1213. https://doi.org/10.1016/j.resconrec.2011.08.002
IEA (2007) Tracking industrial energy efficiency and CO2 emissions. Organisation for Economic Co-operation and Development https://www.oecd-ilibrary.org/tracking-industrial-energy-efficiency-and-co2-emissions_5l4s87nbz1f4.pdf?itemId=%2Fcontent%2Fpublication%2F9789264030404-en&mimeType=pdf
Islam MT, Huda N (2019) Material flow analysis (MFA) as a strategic tool in E-waste management: Applications, trends and future directions. J Environ Manag 244:344–361. https://doi.org/10.1016/j.jenvman.2019.05.062
James K (2012) An investigation of the relationship between recycling paper and card and greenhouse gas emissions from land use change. Resour Conserv Recycl 67:44–55. https://doi.org/10.1016/j.resconrec.2012.07.003
Kissinger M, Rees WE (2010) An interregional ecological approach for modelling sustainability in a globalizing world—Reviewing existing approaches and emerging directions. Ecol Model 221(21):2615–2623. https://doi.org/10.1016/j.ecolmodel.2010.07.003
Laurijssen J, Marsidi M, Westenbroek A, Worrell E, Faaij A (2010) Paper and biomass for energy?: The impact of paper recycling on energy and CO2 emissions. Resour Conserv Recycl 54(12):1208–1218. https://doi.org/10.1016/j.resconrec.2010.03.016
Leon J, Aliaga C, Boulougouris G, Hortal M, Marti JL (2015) Quantifying GHG emissions savings potential in magazine paper production: a case study on supercalendered and light-weight coated papers. J Clean Prod 103:301–308. https://doi.org/10.1016/j.jclepro.2014.03.008
Li Y, Zhang C, Xie X (2012) Study on the differences and influencing factors of Chinese carbon dioxide emissions–based on industry Branches’ empirical research. J Ind Technol Econ 31(08):39–45. http://en.cnki.com.cn/Article_en/CJFDTotal-GHZJ201208007.htm
Lim B, Brown S, Schlamadinger B (1999) Carbon accounting for forest harvesting and wood products: review and evaluation of different approaches. Environ Sci Policy 2(2):207–216. https://doi.org/10.1016/S1462-9011(99)00031-3
Liu Z (2016) China’s carbon emissions report 2016. Harvard Belfer Center for Science and International Affairs, Cambridge, MA., https://www.belfercenter.org/sites/default/files/legacy/files/China%20Carbon%20Emissions%202016%20final%20web.pdf
Man Y, Han Y, Li J, Hong M, Zheng W (2019) Life cycle energy consumption analysis and green manufacture evolution for the papermaking industry in China. Green Chem 21(5):1011–1020. https://doi.org/10.1039/C8GC03604G
Martin N, Anglani N, Einstein D, Khrushch M, Worrell E, Price LK (2000) Opportunities to improve energy efficiency and reduce greenhouse gas emissions in the US pulp and paper industry. Lawrence Berkeley National Lab, CA, https://escholarship.org/content/qt31b2f7bd/qt31b2f7bd.pdf
Meinl G, Tempel L, Schiefer M, Seidemann C (2017) How old are fibers in paper for recycling and what is their life expectancy? A contribution to the life cycle assessment of wood fiber-based products. TAPPI J 16(7):397–405
NDRC, Ministry of Industry and Information Technology, National Bureau of Forest (2011) Development plan for paper industry in the 12th five-year period (2011–2015). Beijing, China
Nilsson LJ (1995) Energy efficiency and the pulp and paper industry. American Council for an Energy-Efficient Economy. http://lup.lub.lu.se/record/4465372.
OECD (2015) Stat database-municipal waste, generation and treatment. https://stats.oecd.org/Index.aspx?DataSetCode=MUNW. Accessed 5 Oct 2015
Pickin JG, Yuen STS, Hennings H (2002) Waste management options to reduce greenhouse gas emissions from paper in Australia. Atmos Environ 36(4):741–752
Sandén BA, Karlström M (2007) Positive and negative feedback in consequential life-cycle assessment. J Clean Prod 15(15):1469–1481
Schenk NJ, Moll HC, Potting J (2004) The nonlinear relationship between paper recycling and primary pulp requirements: modeling paper production and recycling in Europe. J Ind Ecol 8(3):141–162. https://doi.org/10.1162/1088198042442379
Sevigné-Itoiz E, Gasol CM, Rieradevall J, Gabarrell X (2015) Methodology of supporting decision-making of waste management with material flow analysis (MFA) and consequential life cycle assessment (CLCA): case study of waste paper recycling. J Clean Prod 105:253–262. https://doi.org/10.1016/j.jclepro.2014.07.026
Silva DAL, Pavan ALR, de Oliveira JA, Ometto AR (2015) Life cycle assessment of offset paper production in Brazil: hotspots and cleaner production alternatives. J Clean Prod 93:222–233. https://doi.org/10.1016/j.jclepro.2015.01.030
Stawicki B, Read B editors (2010) The future of paper recycling in Europe: Opportunities and limitations: COST Action E48. The Paper Industry Technical Association (PITA), Dorset, UK
Sun C (2015) An investigation of China’s import demand for wood pulp and wastepaper. For Policy Econ 61:113–121. https://doi.org/10.1016/j.forpol.2015.10.001
Sun M, Wang Y, Shi L, Klemeš JJ (2018) Uncovering energy use, carbon emissions and environmental burdens of pulp and paper industry: A systematic review and meta-analysis. Renew Sustain Energy Rev 92:823–833. https://doi.org/10.1016/j.rser.2018.04.036
Szabó L, Soria A, Forsström J, Keränen JT, Hytönen E (2009) A world model of the pulp and paper industry: Demand, energy consumption and emission scenarios to 2030. Environ Sci Policy 12(3):257–269. https://doi.org/10.1016/j.envsci.2009.01.011
van Beukering PJ, Bouman MN (2001) Empirical evidence on recycling and trade of paper and lead in developed and developing countries. World Dev 29(10):1717–1737. https://doi.org/10.1016/S0305-750X(01)00065-1
van Ewijk S, Park JY, Chertow MR (2018) Quantifying the system-wide recovery potential of waste in the global paper life cycle. Resour Conserv Recycl 134:48–60. https://doi.org/10.1016/j.resconrec.2018.02.026
Virtanen Y, Nilsson S (2013) Environmental impacts of waste paper recycling. Routledge
Wang Y, Yang X, Sun M, Ma L, Li X, Shi L (2016) Estimating carbon emissions from the pulp and paper industry: a case study. Appl Energy 184:779–789. https://doi.org/10.1016/j.apenergy.2016.05.026
Zanin L, Marra G (2012) Rolling regression versus time‐varying coefficient modelling: an empirical investigation of the Okun’S law in some Euro area countries. B Econ Res 64(1):91–108. https://doi.org/10.1111/j.1467-8586.2010.00376.x
Zhou N, Fridley D, Khanna NZ, Ke J, McNeil M, Levine M (2013) China’s energy and emissions outlook to 2050: Perspectives from bottom-up energy end-use model. Energy Policy 53:51–62. https://doi.org/10.1016/j.enpol.2012.09.065
This research was funded by Ministry of Education Humanities and Social Sciences Fund Project, grant number 19JC790020.
Conceptualization and methodology: GD and DS; Data curation: CL, LY, and DS; Writing—original draft preparation: DS; Writing—review and editing: DS, CL, and LY; Funding acquisition and supervision: GD.
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Shang, D., Diao, G., Liu, C. et al. The Impact of Waste Paper Recycling on the Carbon Emissions from China’s Paper Industry. Environmental Management 67, 811–821 (2021). https://doi.org/10.1007/s00267-020-01417-y
- Waste paper recovery rate
- Carbon emissions
- Material flow analysis
- Input–output analysis
- Rolling regression
- Monte Carlo simulation