Skip to main content
Top
Published in: The International Journal of Life Cycle Assessment 8/2018

08-09-2017 | LCI METHODOLOGY AND DATABASES

Identifying marginal suppliers of construction materials: consistent modeling and sensitivity analysis on a Belgian case

Authors: Matthias Buyle, Massimo Pizzol, Amaryllis Audenaert

Published in: The International Journal of Life Cycle Assessment | Issue 8/2018

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Purpose

The identification of marginal suppliers is a key element of consequential LCA. This study investigates how systematically the identification of marginal suppliers can be performed across different products, while maintaining consistent modeling choices. Some products relevant for the Belgian construction sector are taken as a case study.

Methods

To gain insight in the current practice of identifying marginal suppliers, 30 recent studies have been reviewed. Based on the findings of the review, a method was proposed to identify geographical market boundaries from trade data and sensitive suppliers from production data. Both retrospective and prospective approaches to anticipate the future effect of a change in demand were taken into account. The method was applied to compute both a retrospective and a prospective marginal supplier’s mix per product. Finally, the effect of the modeling choices on the size of geographical market boundaries and marginal mixes was estimated via regression analysis.

Results and discussion

The forecasts and marginal mixes obtained matched with those from the existing literature, although clear differences in results are observed between the retrospective and prospective approach. Deviations from default assumptions in LCA were observed as well, such as large regional geographical markets for cement and aggregates instead of local ones. The statistical sensitivity analysis showed that identifying geographical market boundaries has the largest effect on the final marginal mix and that these markets are relative stable over time.

Conclusions

The proposed method and corresponding sensitivity analysis is an attempt to gain insight into the effect of modeling choices in the context of the identification of marginal suppliers for consequential LCA. It can in principle be applied to any product for which trade and production data are available. The proposed method helps to identify marginal mixes on a consistent and transparent way, to improve the robustness of the results in future consequential LCAs.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Footnotes
1
Previous versions of this procedure included five-steps, see Weidema (2003). Here the latest published version available is used, which is also a synthesis of previous versions.
 
2
In this study and in the systematic review exercise, temporal market delimitation is not taken into account.
 
3
All calculation sheets can be obtained under request to the corresponding author
 
Literature
go back to reference Alvarez-Gaitan JP, Short MD, Peters GM et al (2014) Consequential cradle-to-gate carbon footprint of water treatment chemicals using simple and complex marginal technologies for electricity supply. Int J Life Cycle Assess 19:1974–1984CrossRef Alvarez-Gaitan JP, Short MD, Peters GM et al (2014) Consequential cradle-to-gate carbon footprint of water treatment chemicals using simple and complex marginal technologies for electricity supply. Int J Life Cycle Assess 19:1974–1984CrossRef
go back to reference Baeza R, Marten I, Rilo R, Yanez M, and Wittum L (2008) Assessment of the impact of the 2013–2020 ETS proposal on the European cement industry. Final project report. Boston Consulting Group, New York, p 53 Baeza R, Marten I, Rilo R, Yanez M, and Wittum L (2008) Assessment of the impact of the 2013–2020 ETS proposal on the European cement industry. Final project report. Boston Consulting Group, New York, p 53
go back to reference Boyer M, Ponssard J (2013) Economic analysis of the European cement industry. Montréal, Canada Boyer M, Ponssard J (2013) Economic analysis of the European cement industry. Montréal, Canada
go back to reference Brown TJ, Idoine NE, Bide T et al (2010) European mineral statistics 2004–2008. British Geological Survey, Nottingham Brown TJ, Idoine NE, Bide T et al (2010) European mineral statistics 2004–2008. British Geological Survey, Nottingham
go back to reference Brown TJ, Hobbs SF, Mills AJ et al (2015) European mineral statistics 2009–2013. British Geological Survey, Nottingham Brown TJ, Hobbs SF, Mills AJ et al (2015) European mineral statistics 2009–2013. British Geological Survey, Nottingham
go back to reference Chalmers NG, Brander M, Revoredo-Giha C (2015) The implications of empirical and 1:1 substitution ratios for consequential LCA: using a 1% tax on whole milk as an illustrative example. Int J Life Cycle Assess 20:1268–1276CrossRef Chalmers NG, Brander M, Revoredo-Giha C (2015) The implications of empirical and 1:1 substitution ratios for consequential LCA: using a 1% tax on whole milk as an illustrative example. Int J Life Cycle Assess 20:1268–1276CrossRef
go back to reference Cook G (2011) Investment, carbon pricing and leakage - a cement sector perspective. UK, Cambridge Cook G (2011) Investment, carbon pricing and leakage - a cement sector perspective. UK, Cambridge
go back to reference Crossin E (2015) The greenhouse gas implications of using ground granulated blast furnace slag as a cement substitute. J Clean Prod 95:101–108CrossRef Crossin E (2015) The greenhouse gas implications of using ground granulated blast furnace slag as a cement substitute. J Clean Prod 95:101–108CrossRef
go back to reference Curran M, Mann M, Norris G (2005) The international workshop on electricity data for life cycle inventories. J Clean Prod 13:853–862CrossRef Curran M, Mann M, Norris G (2005) The international workshop on electricity data for life cycle inventories. J Clean Prod 13:853–862CrossRef
go back to reference Dalgaard R, Schmidt J, Flysjo A (2014) Generic model for calculating carbon footprint of milk using four different life cycle assessment modelling approaches. J Clean Prod 73:146–153CrossRef Dalgaard R, Schmidt J, Flysjo A (2014) Generic model for calculating carbon footprint of milk using four different life cycle assessment modelling approaches. J Clean Prod 73:146–153CrossRef
go back to reference De Smet L, Bogaert S, Vandenbroucke D, Van Hyfte, A, De Coster K (2009) Onderzoek duurzame bevoorrading: gebruik lokale oppervlaktedelfstoffen of import van minerale grondstoffen [research sustainable supply: use of local surface minerals or import of mineral raw materials]. Brussels, Departement Leefmilieu Natuur en Energie - afdeling Land en Bodembescherming Ondergrond Natuurlijke Rijkdommen. p 190. http://www.ebl.vlaanderen.be/publications/documents/64687. Accessed 21 Aug 2017 De Smet L, Bogaert S, Vandenbroucke D, Van Hyfte, A, De Coster K (2009) Onderzoek duurzame bevoorrading: gebruik lokale oppervlaktedelfstoffen of import van minerale grondstoffen [research sustainable supply: use of local surface minerals or import of mineral raw materials]. Brussels, Departement Leefmilieu Natuur en Energie - afdeling Land en Bodembescherming Ondergrond Natuurlijke Rijkdommen. p 190. http://​www.​ebl.​vlaanderen.​be/​publications/​documents/​64687. Accessed 21 Aug 2017
go back to reference Deng Y, Tian Y (2015) Assessing the environmental impact of flax fibre reinforced polymer composite from a consequential life cycle assessment perspective. Sustainability 7:11462–11483CrossRef Deng Y, Tian Y (2015) Assessing the environmental impact of flax fibre reinforced polymer composite from a consequential life cycle assessment perspective. Sustainability 7:11462–11483CrossRef
go back to reference Earles JM, Halog A (2011) Consequential life cycle assessment: a review. Int J Life Cycle Assess 16:445–453CrossRef Earles JM, Halog A (2011) Consequential life cycle assessment: a review. Int J Life Cycle Assess 16:445–453CrossRef
go back to reference Ekvall T, Weidema BPB (2004) System boundaries and input data in consequential life cycle inventory analysis. Int J Life Cycle Assess 9:161–171CrossRef Ekvall T, Weidema BPB (2004) System boundaries and input data in consequential life cycle inventory analysis. Int J Life Cycle Assess 9:161–171CrossRef
go back to reference Eriksson LO, Gustavsson L, Hänninen R et al (2012) Climate change mitigation through increased wood use in the European construction sector-towards an integrated modelling framework. Eur J For Res 131:131–144CrossRef Eriksson LO, Gustavsson L, Hänninen R et al (2012) Climate change mitigation through increased wood use in the European construction sector-towards an integrated modelling framework. Eur J For Res 131:131–144CrossRef
go back to reference Escobar N, Ribal J, Clemente G, Sanjuán N (2014) Consequential LCA of two alternative systems for biodiesel consumption in Spain, considering uncertainty. J Clean Prod 79:61–73CrossRef Escobar N, Ribal J, Clemente G, Sanjuán N (2014) Consequential LCA of two alternative systems for biodiesel consumption in Spain, considering uncertainty. J Clean Prod 79:61–73CrossRef
go back to reference FIM Services Limited (2015) Global Timber Outlook. May 2015. Burford, United Kingdom FIM Services Limited (2015) Global Timber Outlook. May 2015. Burford, United Kingdom
go back to reference Hänninen R, Hetemäki L, Hurmekoski E Mutanen A, Nayha A, Forsstrom J, Viitanen J, Koljonen T (2014) European Forest industry and Forest bioenergy outlook up to 2050: a synthesis. Helsinki, Finland, leen/Fibic Research Report no D 1.1.1. http://jukuri.luke.fi/handle/10024/504484. Accessed 21 Aug 2017 Hänninen R, Hetemäki L, Hurmekoski E Mutanen A, Nayha A, Forsstrom J, Viitanen J, Koljonen T (2014) European Forest industry and Forest bioenergy outlook up to 2050: a synthesis. Helsinki, Finland, leen/Fibic Research Report no D 1.1.1. http://​jukuri.​luke.​fi/​handle/​10024/​504484. Accessed 21 Aug 2017
go back to reference IHS Economics (2013) Global construction outlook: executive outlook. Lexington, IHS Economics, p 30 IHS Economics (2013) Global construction outlook: executive outlook. Lexington, IHS Economics, p 30
go back to reference LNA-ALBON (2014) 2de Algemeen Oppervlaktedelfstoffenplan [2nd General plan for surface materials]. Brussels, Departement Leefmilieu Natuur en Energie - afdeling Land en Bodembescherming Ondergrond Natuurlijke Rijkdommen, p 248 LNA-ALBON (2014) 2de Algemeen Oppervlaktedelfstoffenplan [2nd General plan for surface materials]. Brussels, Departement Leefmilieu Natuur en Energie - afdeling Land en Bodembescherming Ondergrond Natuurlijke Rijkdommen, p 248
go back to reference Lund H, Mathiesen BV, Christensen P, Schmidt JH (2010) Energy system analysis of marginal electricity supply in consequential LCA. Int J Life Cycle Assess 15:260–271CrossRef Lund H, Mathiesen BV, Christensen P, Schmidt JH (2010) Energy system analysis of marginal electricity supply in consequential LCA. Int J Life Cycle Assess 15:260–271CrossRef
go back to reference Mazerolle M (2006) Improving data analysis in herpetology: using Akaike’s Information Criterion (AIC) to assess the strength of biological hypotheses. Amphibia-Reptilia 27:169–180CrossRef Mazerolle M (2006) Improving data analysis in herpetology: using Akaike’s Information Criterion (AIC) to assess the strength of biological hypotheses. Amphibia-Reptilia 27:169–180CrossRef
go back to reference Menten F, Tchung-Ming S, Lorne D, Bouvart F (2015) Lessons from the use of a long-term energy model for consequential life cycle assessment: the BTL case. Renew Sust Energ Rev 43:942–960CrossRef Menten F, Tchung-Ming S, Lorne D, Bouvart F (2015) Lessons from the use of a long-term energy model for consequential life cycle assessment: the BTL case. Renew Sust Energ Rev 43:942–960CrossRef
go back to reference Pizzol M, Scotti M (2017) Identifying marginal suppliers of wood products via trade network analysis. Int J Life Cycle Assess 22:1146–1158CrossRef Pizzol M, Scotti M (2017) Identifying marginal suppliers of wood products via trade network analysis. Int J Life Cycle Assess 22:1146–1158CrossRef
go back to reference Rajagopal D (2017) A step towards a general framework for consequential life cycle assessment. J Ind Ecol 21(2):261–271CrossRef Rajagopal D (2017) A step towards a general framework for consequential life cycle assessment. J Ind Ecol 21(2):261–271CrossRef
go back to reference Sandin G, Peters GM, Svanström M (2013) Moving down the cause-effect chain of water and land use impacts: an LCA case study of textile fibres. Resour Conserv Recycl 73:104–113CrossRef Sandin G, Peters GM, Svanström M (2013) Moving down the cause-effect chain of water and land use impacts: an LCA case study of textile fibres. Resour Conserv Recycl 73:104–113CrossRef
go back to reference Schmidt JH (2015) Life cycle assessment of five vegetable oils. J Clean Prod 87:130–138CrossRef Schmidt JH (2015) Life cycle assessment of five vegetable oils. J Clean Prod 87:130–138CrossRef
go back to reference Sevigné-Itoiz E, Gasol CM, Rieradevall J, Gabarrell X (2015) Contribution of plastic waste recovery to greenhouse gas (GHG) savings in Spain. Waste Manag 46:557–567CrossRef Sevigné-Itoiz E, Gasol CM, Rieradevall J, Gabarrell X (2015) Contribution of plastic waste recovery to greenhouse gas (GHG) savings in Spain. Waste Manag 46:557–567CrossRef
go back to reference Styles D, Gibbons J, Williams AP et al (2015) Consequential life cycle assessment of biogas, biofuel and biomass energy options within an arable crop rotation. GCB Bioenergy 7:1305–1320CrossRef Styles D, Gibbons J, Williams AP et al (2015) Consequential life cycle assessment of biogas, biofuel and biomass energy options within an arable crop rotation. GCB Bioenergy 7:1305–1320CrossRef
go back to reference Supekar SD, Skerlos SJ (2014) Market-driven emissions from recovery of carbon dioxide gas. Environ Sci Technol 48:14615–14623CrossRef Supekar SD, Skerlos SJ (2014) Market-driven emissions from recovery of carbon dioxide gas. Environ Sci Technol 48:14615–14623CrossRef
go back to reference Taylor LE, Brown TJ, Lusty PAJ et al (2006) European mineral statistics 2000–2004. Keyworth, Nottingham Taylor LE, Brown TJ, Lusty PAJ et al (2006) European mineral statistics 2000–2004. Keyworth, Nottingham
go back to reference Tonini D, Hamelin L, Alvarado-Morales M, Astrup TF (2016) GHG emission factors for bioelectricity, biomethane, and bioethanol quantified for 24 biomass substrates with consequential life-cycle assessment. Bioresour Technol 208:123–133CrossRef Tonini D, Hamelin L, Alvarado-Morales M, Astrup TF (2016) GHG emission factors for bioelectricity, biomethane, and bioethanol quantified for 24 biomass substrates with consequential life-cycle assessment. Bioresour Technol 208:123–133CrossRef
go back to reference Turk J, Cotič Z, Mladenovič A, Šajna A (2015) Environmental evaluation of green concretes versus conventional concrete by means of LCA. Waste Manag 45:194–205CrossRef Turk J, Cotič Z, Mladenovič A, Šajna A (2015) Environmental evaluation of green concretes versus conventional concrete by means of LCA. Waste Manag 45:194–205CrossRef
go back to reference UNECE/FAO (2012) The North American Forest Sector Outlook Study. 2006-2030. Geneva, United Nations Economic Commission for Europe/ Food and Agriculture Organization of the United Nations, p 68 UNECE/FAO (2012) The North American Forest Sector Outlook Study. 2006-2030. Geneva, United Nations Economic Commission for Europe/ Food and Agriculture Organization of the United Nations, p 68
go back to reference UNECE/FAO (2014) Competitiveness of the European forest sector - a contribution to EFSOS II. Geneva timber and forest discussion paper 62. Geneva, Switserland UNECE/FAO (2014) Competitiveness of the European forest sector - a contribution to EFSOS II. Geneva timber and forest discussion paper 62. Geneva, Switserland
go back to reference Van Ruijven BJ, Van Vuuren DP, Boskaljon W et al (2016) Long-term model-based projections of energy use and CO2 emissions from the global steel and cement industries. Resour Conserv Recycl 112:15–36CrossRef Van Ruijven BJ, Van Vuuren DP, Boskaljon W et al (2016) Long-term model-based projections of energy use and CO2 emissions from the global steel and cement industries. Resour Conserv Recycl 112:15–36CrossRef
go back to reference Vieira PS, Horvath A (2008) Assessing the end-of-life impacts of buildings. Environ Sci Technol 42:4663–4669CrossRef Vieira PS, Horvath A (2008) Assessing the end-of-life impacts of buildings. Environ Sci Technol 42:4663–4669CrossRef
go back to reference Weidema BP, Frees N, Nielsen A-M (1999) Marginal production technologies for life cycle inventories. Int J Life Cycle Assess 4:48–56CrossRef Weidema BP, Frees N, Nielsen A-M (1999) Marginal production technologies for life cycle inventories. Int J Life Cycle Assess 4:48–56CrossRef
go back to reference Weidema BP, Bauer C, Hischier R et al (2013) Overview and methodology. Data quality guideline for the ecoinvent database version 3. St. Gallen, Switserland Weidema BP, Bauer C, Hischier R et al (2013) Overview and methodology. Data quality guideline for the ecoinvent database version 3. St. Gallen, Switserland
go back to reference World Steel Association (2006) Steel statistical yearbook 2006. Brussels, Belgium World Steel Association (2006) Steel statistical yearbook 2006. Brussels, Belgium
go back to reference World Steel Association (2015a) Global steel market outlook OECD steel committee meeting. OECD Steel Committee Meeting Paris, 11 - 12 May 2015. Paris, World Steel Association, p 18 World Steel Association (2015a) Global steel market outlook OECD steel committee meeting. OECD Steel Committee Meeting Paris, 11 - 12 May 2015. Paris, World Steel Association, p 18
go back to reference Zamagni A, Guinée J, Heijungs R et al (2012) Lights and shadows in consequential LCA. Int J Life Cycle Assess 17:904–918CrossRef Zamagni A, Guinée J, Heijungs R et al (2012) Lights and shadows in consequential LCA. Int J Life Cycle Assess 17:904–918CrossRef
go back to reference Zink T, Maker F, Geyer R et al (2014) Comparative life cycle assessment of smartphone reuse: repurposing vs. refurbishment. Int J Life Cycle Assess 19:1099–1109CrossRef Zink T, Maker F, Geyer R et al (2014) Comparative life cycle assessment of smartphone reuse: repurposing vs. refurbishment. Int J Life Cycle Assess 19:1099–1109CrossRef
Metadata
Title
Identifying marginal suppliers of construction materials: consistent modeling and sensitivity analysis on a Belgian case
Authors
Matthias Buyle
Massimo Pizzol
Amaryllis Audenaert
Publication date
08-09-2017
Publisher
Springer Berlin Heidelberg
Published in
The International Journal of Life Cycle Assessment / Issue 8/2018
Print ISSN: 0948-3349
Electronic ISSN: 1614-7502
DOI
https://doi.org/10.1007/s11367-017-1389-5

Other articles of this Issue 8/2018

The International Journal of Life Cycle Assessment 8/2018 Go to the issue