Reviewing ISO Compliant Multifunctionality Practices in Environmental Life Cycle Modeling

The standard ISO 14044:2006 defines the hierarchical steps to follow when solving multifunctionality issues in life cycle assessment (LCA). However, the practical implementation of such a hierarchy has been debated for twenty-five years leading to different implementation practices from LCA practitioners. The first part of this study discussed the main steps where the ISO hierarchy has been implemented differently and explored current multifunctionality practices in peer-reviewed studies. A text-mining process was applied to quantitatively assess such practices in the 532 multifunctional case studies found in the literature. In the second part of the study, citation network analysis (CNA) was used to identify the major publications that influenced the development of the multifunctionality-debate in LCA, i.e., the key-route main path. The identified publications were then reviewed to detect the origins of the different practices and their underlying theories. Based on these insights, this study provided some “food for thought” on current practices to move towards consistent methodology. We believe that such an advancement is urgently needed for better positioning LCA as a tool for sustainability decision-making. In particular, consistent allocation practices could be especially beneficial in bioeconomy sectors, where production processes are usually multifunctional, and where current allocation practices are not harmonized yet.

[1]  M. Fiala,et al.  Impact assessment of traditional food manufacturing: The case of Grana Padano cheese. , 2018, The Science of the total environment.

[2]  M. Brander,et al.  The use of substitution in attributional life cycle assessment , 2011 .

[3]  Annik Magerholm Fet,et al.  LCA studies of food products as background for environmental product declarations , 2008 .

[4]  G. Finnveden,et al.  Review of methodological choices in LCA of biorefinery systems ‐ key issues and recommendations , 2015 .

[5]  N. Halberg,et al.  LCA of soybean meal , 2008 .

[6]  Adisa Azapagica,et al.  Allocation of Environmental Burdens in Multiple-function Systems , 1999 .

[7]  Francisco Antonio Rocco Lahr,et al.  Do wood-based panels made with agro-industrial residues provide environmentally benign alternatives? An LCA case study of sugarcane bagasse addition to particle board manufacturing , 2014, The International Journal of Life Cycle Assessment.

[8]  Réjean Samson,et al.  Choice of Allocations and Constructs for Attributional or Consequential Life Cycle Assessment and Input‐Output Analysis , 2018 .

[9]  John E. Hermansen,et al.  System expansion for handling co-products in LCA of sugar cane bio-energy systems: GHG consequences of using molasses for ethanol production , 2012 .

[10]  R. Heijungs,et al.  Differences between LCA for analysis and LCA for policy: a case study on the consequences of allocation choices in bio-energy policies , 2012, The International Journal of Life Cycle Assessment.

[11]  Sara González-García,et al.  Environmental performance of lignocellulosic bioethanol production from Alfalfa stems , 2010 .

[12]  Robert Ries,et al.  Characterizing, Propagating, and Analyzing Uncertainty in Life‐Cycle Assessment: A Survey of Quantitative Approaches , 2007 .

[13]  Magdalena Svanström,et al.  Allocation in LCAs of biorefinery products: implications for results and decision-making , 2015 .

[14]  Walter Klöpffer,et al.  The critical review of life cycle assessment studies according to ISO 14040 and 14044 , 2012, The International Journal of Life Cycle Assessment.

[15]  Rosario Vidal,et al.  Life cycle assessment of composite materials made of recycled thermoplastics combined with rice husks and cotton linters , 2009 .

[16]  Mary Ann Curran,et al.  The international workshop on electricity data for life cycle inventories , 2005 .

[17]  John M. Woodley,et al.  Life cycle assessment in green chemistry: overview of key parameters and methodological concerns , 2013, The International Journal of Life Cycle Assessment.

[18]  Stefan Muench,et al.  A systematic review of bioenergy life cycle assessments , 2013 .

[19]  Adisa Azapagic,et al.  Life cycle assessment and linear programming environmental optimisation of product system , 1995 .

[20]  R. Desjardins,et al.  Allocation factors and issues in agricultural carbon footprint: a case study of the Canadian pork industry , 2016 .

[21]  Robert Bailis,et al.  Environmental implications of jatropha biofuel from a silvi-pastoral production system in central-west Brazil. , 2013, Environmental science & technology.

[22]  Agnès Jullien,et al.  LCA allocation procedure used as an incitative method for waste recycling: An application to mineral additions in concrete , 2010 .

[23]  I. Kyriazakis,et al.  The need for co-product allocation in the life cycle assessment of agricultural systems—is “biophysical” allocation progress? , 2017, The International Journal of Life Cycle Assessment.

[24]  Stefano Amaducci,et al.  Flaws in the interpretation phase of bioenergy LCA fuel the debate and mislead policymakers , 2020, The International Journal of Life Cycle Assessment.

[25]  Valérie Laforest,et al.  Constructing an allocation factor based on product- and process-related parameters to assess environmental burdens of producing value-added sludge-based products , 2018 .

[26]  Yu Xiao,et al.  Knowledge diffusion path analysis of data quality literature: A main path analysis , 2014, J. Informetrics.

[27]  Scott Duncan,et al.  A survey of unresolved problems in life cycle assessment , 2008 .

[28]  Arnaud Hélias,et al.  Environmental assessment of bioethanol from onshore grown green seaweed , 2015 .

[29]  Omar Masera,et al.  Life-cycle greenhouse gas emissions and energy balances of sugarcane ethanol production in Mexico , 2011 .

[30]  G. Finnveden,et al.  Solid waste treatment within the framework of life-cycle assessment , 1995 .

[31]  Martin Junginger,et al.  Environmental life cycle assessment of polypropylene made from used cooking oil , 2020, Resources, Conservation and Recycling.

[32]  Fulvio Ardente,et al.  Modelling of food loss within life cycle assessment: From current practice towards a systematisation , 2017 .

[33]  Bo Pedersen Weidema,et al.  Marginal production technologies for life cycle inventories , 1999 .

[34]  Magdalena Svanström,et al.  Life cycle assessment of construction materials: the influence of assumptions in end-of-life modelling , 2014, The International Journal of Life Cycle Assessment.

[35]  Dorota Burchart-Korol,et al.  Environmental life cycle assessment of methanol and electricity co-production system based on coal gasification technology. , 2017, The Science of the total environment.

[36]  Frank Werner,et al.  Allocation in lca of wood-based products experiences of cost action E9 part i. methodology , 2002 .

[37]  Reinout Heijungs,et al.  Ten easy lessons for good communication of LCA , 2014, The International Journal of Life Cycle Assessment.

[38]  Enrico Benetto,et al.  Life cycle assessment of heat production from grape marc pellets , 2015 .

[39]  Tomas Ekvall,et al.  Open-loop recycling: Criteria for allocation procedures , 1997 .

[40]  Etienne Bernier,et al.  Life cycle assessment of kraft lignin for polymer applications , 2013, The International Journal of Life Cycle Assessment.

[41]  David Pennington,et al.  Recent developments in Life Cycle Assessment. , 2009, Journal of environmental management.

[42]  Mikkel Thrane,et al.  LCA of Danish Fish Products. New methods and insights (9 pp) , 2006 .

[43]  Valérie Saint-Antonin,et al.  Factors driving refinery CO2 intensity, with allocation into products: comment , 2013, The International Journal of Life Cycle Assessment.

[44]  Grant S. Forman,et al.  Life cycle analysis of gas to liquids (GTL) derived linear alkyl benzene , 2014 .

[45]  Tomas Ekvall,et al.  Choice of system boundaries in life cycle assessment , 1994 .

[46]  Per-Anders Hansson,et al.  Ethanol production in biorefineries using lignocellulosic feedstock - GHG performance, energy balance and implications of life cycle calculation methodology. , 2014 .

[47]  Ofélia de Queiroz Fernandes Araújo,et al.  Assessment of greenhouse gases (GHG) emissions from the tallow biodiesel production chain including land use change (LUC) , 2017 .

[48]  Reinout Heijungs,et al.  Allocation and 'what-if' scenarios in life cycle assessment of waste management systems. , 2007, Waste management.

[49]  F. Creutzig,et al.  Using Attributional Life Cycle Assessment to Estimate Climate‐Change Mitigation Benefits Misleads Policy Makers , 2014 .

[50]  Anders Hammer Strømman,et al.  Influence of allocation methods on the environmental performance of biorefinery products—A case study , 2011 .

[51]  Nadia Palmieri,et al.  Environmental impact of cereal straw management: An on-farm assessment , 2017 .

[52]  Bo Pedersen Weidema,et al.  Shift in the marginal supply of vegetable oil , 2008 .

[53]  X. Bi,et al.  Environmental footprints of British Columbia wood pellets from a simplified life cycle analysis , 2012, The International Journal of Life Cycle Assessment.

[54]  Magdalena Svanström,et al.  Allocation in life cycle assessment of lignin , 2020, The International Journal of Life Cycle Assessment.

[55]  Guilherme Marcelo Zanghelini,et al.  Uncertainty in LCA case study due to allocation approaches and life cycle impact assessment methods , 2018, The International Journal of Life Cycle Assessment.

[56]  Reinout Heijungs,et al.  Attributional and consequential LCA of milk production , 2008 .

[57]  Andreas Falk,et al.  Exploring the climate impact effects of increased use of bio-based materials in buildings , 2016 .

[58]  Tomas Ekvall,et al.  System boundaries and input data in consequential life cycle inventory analysis , 2004 .

[59]  Grant S Forman,et al.  Greenhouse Gas Emission Evaluation of the GTL Pathway. , 2011, Environmental science & technology.

[60]  John S. Liu,et al.  An integrated approach for main path analysis: Development of the Hirsch index as an example , 2012, J. Assoc. Inf. Sci. Technol..

[61]  Kaisa Manninen,et al.  The applicability of the renewable energy directive calculation to assess the sustainability of biogas production. , 2013 .

[62]  Sander Bruun,et al.  Potential for optimized production and use of rapeseed biodiesel. Based on a comprehensive real-time LCA case study in Denmark with multiple pathways , 2013, The International Journal of Life Cycle Assessment.

[63]  M. Junginger,et al.  Combining Biomass Gasification and Solid Oxid Fuel Cell for Heat and Power Generation: An Early-Stage Life Cycle Assessment , 2020, Energies.

[64]  Lynda Aissani,et al.  Environmental impacts of phosphorus recovery from a "product" Life Cycle Assessment perspective: Allocating burdens of wastewater treatment in the production of sludge-based phosphate fertilizers. , 2019, The Science of the total environment.

[65]  Emanuela Colombo,et al.  Analysis of standard and innovative methods for allocating upstream and refinery GHG emissions to oil products , 2017 .

[66]  Göran Finnveden,et al.  Allocation in ISO 14041—a critical review , 2001 .

[67]  Gregor Wernet,et al.  The ecoinvent database version 3 (part II): analyzing LCA results and comparison to version 2 , 2016, The International Journal of Life Cycle Assessment.

[68]  Giuntoli Jacopo,et al.  Brief on the use of Life Cycle Assessment (LCA) to evaluate environmental impacts of the bioeconomy , 2019 .

[69]  Carolien Kroeze,et al.  Comparison of different methods to include recycling in LCAs of aluminium cans and disposable polystyrene cups. , 2016, Waste management.

[70]  Jo Dewulf,et al.  Resource usage of integrated pig–biogas–fish system: partitioning and substitution within attributional life cycle assessment , 2015 .

[71]  Rana Pant,et al.  The European Commission Organisation Environmental Footprint method: comparison with other methods, and rationales for key requirements , 2013, The International Journal of Life Cycle Assessment.

[72]  Fulvio Ardente,et al.  Rationales for and limitations of preferred solutions for multi-functionality problems in LCA: is increased consistency possible? , 2014, The International Journal of Life Cycle Assessment.

[73]  Hayo M.G. Van Der Werf,et al.  Construction cost of plant compounds provides a physical relationship for co-product allocation in life cycle assessment , 2015, The International Journal of Life Cycle Assessment.

[74]  Adisa Azapagic,et al.  Linear programming as a tool in life cycle assessment , 1998 .

[75]  A. Cowie,et al.  Consequential Life Cycle Assessment: What, How, and Why? , 2017 .

[76]  John S. Liu,et al.  Citations with different levels of relevancy: Tracing the main paths of legal opinions , 2014, J. Assoc. Inf. Sci. Technol..

[77]  Carlo Noe,et al.  Literature review on the ‘Smart Factory’ concept using bibliometric tools , 2017, Int. J. Prod. Res..

[78]  James Michael Bier,et al.  An eco-profile of thermoplastic protein derived from blood meal Part 1: allocation issues , 2012, The International Journal of Life Cycle Assessment.

[79]  Reinout Heijungs,et al.  Toward a solution of allocation in life cycle inventories: the use of least-squares techniques , 2010 .

[80]  Adisa Azapagic,et al.  Allocation of environmental burdens in co-product systems: Product-related burdens (Part 1) , 1999 .

[81]  Alberto Moro,et al.  Emerging technologies in the renewable energy sector: A comparison of expert review with a text mining software , 2020, Futures.

[82]  Bo Pedersen Weidema,et al.  Avoiding Co‐Product Allocation in Life‐Cycle Assessment , 2000 .

[83]  Vikas Khanna,et al.  The role of allocation and coproducts in environmental evaluation of microalgal biofuels: How important? , 2014 .

[84]  Martin Junginger,et al.  A carbon footprint assessment of multi‐output biorefineries with international biomass supply: a case study for the Netherlands , 2019, Biofuels, Bioproducts and Biorefining.

[85]  Dieuwertje Schrijvers,et al.  Developing a systematic framework for consistent allocation in LCA , 2016, The International Journal of Life Cycle Assessment.

[86]  Xue Li,et al.  Life cycle assessment of camelina oil derived biodiesel and jet fuel in the Canadian Prairies. , 2014, The Science of the total environment.