Skip to main content
Top
Published in: The International Journal of Life Cycle Assessment 4/2015

01-04-2015 | LCI METHODOLOGY AND DATABASES

A new data architecture for advancing life cycle assessment

Authors: Wesley W. Ingwersen, Troy R. Hawkins, Thomas R. Transue, David E. Meyer, Gary Moore, Ezra Kahn, Peter Arbuckle, Heidi Paulsen, Gregory A. Norris

Published in: The International Journal of Life Cycle Assessment | Issue 4/2015

Log in

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

search-config
loading …

Abstract

Introduction

Life cycle assessment (LCA) has a technical architecture that limits data interoperability, transparency, and automated integration of external data. More advanced information technologies offer promise for increasing the ease with which information can be synthesized within an LCA framework.

Vision

A new architecture is described that combines, stores, and annotates data for life cycle assessment. The Resource Description Framework is proposed for managing LCA data. To explore the capabilities of this approach, the LCA Harmonization Tool (LCA-HT) is being developed to map and store data from different sources and to clearly capture user-defined relationships between nomenclatures for easy use. It will enable increased interoperability of LCA data and more structured and automated incorporation of non-LCA data into LCA models.

Moving forward

The LCA-HT is intended to be a core component of LCA data architecture (a data commons) used by US federal agencies and other data providers to make data representing US conditions more accessible for public use. It will also be used to bring together data from human health exposure models with traditional LCA for evaluating near-field human health risk in the life cycle context to demonstrate the practical advancements possible with this new architecture. The tool will remain open source and freely available.

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!

Footnotes
1
The RefData project’s (https://​code.​google.​com/​p/​earthster/​wiki/​RefData) FlowData subproject is an example of such a master list for LCA elementary flows.
 
Literature
go back to reference Allemang DHJA (2011) Semantic web for the working ontologist: effective modeling in RDFS and OWL. Morgan Kaufmann/Elsevier, Waltham Allemang DHJA (2011) Semantic web for the working ontologist: effective modeling in RDFS and OWL. Morgan Kaufmann/Elsevier, Waltham
go back to reference Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM, Davis AP, Dolinski K, Dwight SS, Eppig JT (2000) Gene ontology: Tool for the unification of biology. Nat Genet 25(1):25–29CrossRef Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM, Davis AP, Dolinski K, Dwight SS, Eppig JT (2000) Gene ontology: Tool for the unification of biology. Nat Genet 25(1):25–29CrossRef
go back to reference Babaie HA, Oldow JS, Babaei A, Lallemant HGA, Watkinson AJ (2006) Designing a modular architecture for the structural geology ontology. Geol S Am S Pap 397:269–282 Babaie HA, Oldow JS, Babaei A, Lallemant HGA, Watkinson AJ (2006) Designing a modular architecture for the structural geology ontology. Geol S Am S Pap 397:269–282
go back to reference Berners-Lee TFM (1999) Weaving the web: the original design and ultimate destiny of the World Wide Web by its inventor. Harper, San Francisco Berners-Lee TFM (1999) Weaving the web: the original design and ultimate destiny of the World Wide Web by its inventor. Harper, San Francisco
go back to reference Bertin B, Scuturici V-M, Risler E, Pinon J-M (2012) A semantic approach to life cycle assessment applied on energy environmental impact data management. In: Proceedings of the 2012 Joint EDBT/ICDT Workshops, 2012. ACM, pp 87–94 Bertin B, Scuturici V-M, Risler E, Pinon J-M (2012) A semantic approach to life cycle assessment applied on energy environmental impact data management. In: Proceedings of the 2012 Joint EDBT/ICDT Workshops, 2012. ACM, pp 87–94
go back to reference Bretz R (1998) SETAC LCA workgroup: Data availability and data quality. Int J Life Cycle Assess 3(3):121–123CrossRef Bretz R (1998) SETAC LCA workgroup: Data availability and data quality. Int J Life Cycle Assess 3(3):121–123CrossRef
go back to reference Carlson R, Erixon M, Erlandsson M, Flemström K, Häggström S, Tivander J (2005) Establishing common primary data for environmental overview of product life cycles: users, perspectives, methods, data, and information systems. Swedish Environmental Protection Agency, Stockholm Carlson R, Erixon M, Erlandsson M, Flemström K, Häggström S, Tivander J (2005) Establishing common primary data for environmental overview of product life cycles: users, perspectives, methods, data, and information systems. Swedish Environmental Protection Agency, Stockholm
go back to reference Davis C, Nikolić I, Dijkema GP (2009) Integration of life cycle assessment into agent‐based modeling. J Ind Ecol 13(2):306–325CrossRef Davis C, Nikolić I, Dijkema GP (2009) Integration of life cycle assessment into agent‐based modeling. J Ind Ecol 13(2):306–325CrossRef
go back to reference Derriere S, Richard A, Preite-Martinez A (2006) An ontology of astronomical object types for the Virtual Observatory. Proc Int Astron Union 2(Highlights of Astronomy 14):603. doi:10.1017/S174392130701201X Derriere S, Richard A, Preite-Martinez A (2006) An ontology of astronomical object types for the Virtual Observatory. Proc Int Astron Union 2(Highlights of Astronomy 14):603. doi:10.​1017/​S174392130701201​X
go back to reference Fava J, Baer S, Cooper J (2009) Increasing demands for life cycle assessments in North America. J Ind Ecol 13(4):491–494CrossRef Fava J, Baer S, Cooper J (2009) Increasing demands for life cycle assessments in North America. J Ind Ecol 13(4):491–494CrossRef
go back to reference Fox MS (2014) Foundation ontologies requirements for global city indicators Fox MS (2014) Foundation ontologies requirements for global city indicators
go back to reference Geyer R, Kuczenski B, Henderson A, Zink T (2013) Life cycle assessment of used oil management in California. Prepared for State of California Department of Resources Recycling and Recovery, Berkeley, CA Geyer R, Kuczenski B, Henderson A, Zink T (2013) Life cycle assessment of used oil management in California. Prepared for State of California Department of Resources Recycling and Recovery, Berkeley, CA
go back to reference Glimm B, Horrocks I, Motik B, Stoilos G (2010) Optimising ontology classification. In: Patel-Schneider PF, Pan Y, Hitzler P et al. (eds) 9th International Semantic Web Conference, Shanghai, China, pp 225–240 Glimm B, Horrocks I, Motik B, Stoilos G (2010) Optimising ontology classification. In: Patel-Schneider PF, Pan Y, Hitzler P et al. (eds) 9th International Semantic Web Conference, Shanghai, China, pp 225–240
go back to reference Hawkins T, Ingwersen W, Srocka M, Transue T, Paulsen H, Ciroth A (2013) A tools to support the widespread application of life cycle assessment: the LCA harmonization tool & OpenLCA. In: International Symposium on Sustainable Systems & Technology (ISSST), Cincinnati, OH Hawkins T, Ingwersen W, Srocka M, Transue T, Paulsen H, Ciroth A (2013) A tools to support the widespread application of life cycle assessment: the LCA harmonization tool & OpenLCA. In: International Symposium on Sustainable Systems & Technology (ISSST), Cincinnati, OH
go back to reference Hellweg S, Demou E, Bruzzi R, Meijer A, Rosenbaum RK, Huijbregts MA, McKone TE (2009) Integrating human indoor air pollutant exposure within life cycle impact assessment. Environ Sci Technol 43(6):1670–1679CrossRef Hellweg S, Demou E, Bruzzi R, Meijer A, Rosenbaum RK, Huijbregts MA, McKone TE (2009) Integrating human indoor air pollutant exposure within life cycle impact assessment. Environ Sci Technol 43(6):1670–1679CrossRef
go back to reference Hischier R, Walser T (2012) Life cycle assessment of engineered nanomaterials: State of the art and strategies to overcome existing gaps. Sci Total Environ 425:271–282CrossRef Hischier R, Walser T (2012) Life cycle assessment of engineered nanomaterials: State of the art and strategies to overcome existing gaps. Sci Total Environ 425:271–282CrossRef
go back to reference Hischier R, Hellweg S, Capello C, Primas A (2005) Establishing life cycle inventories of chemicals based on differing data availability. Int J Life Cycle Assess 10(1):59–67CrossRef Hischier R, Hellweg S, Capello C, Primas A (2005) Establishing life cycle inventories of chemicals based on differing data availability. Int J Life Cycle Assess 10(1):59–67CrossRef
go back to reference Hitzler P, Janowicz K (2014) Semantic web. In: Tucker A, Gonzalez T, Diaz-Herrera J (eds) Computing handbook, third edition: Computer science and software engineering, vol 1. Chapman and Hall/CRC, Boca Raton Hitzler P, Janowicz K (2014) Semantic web. In: Tucker A, Gonzalez T, Diaz-Herrera J (eds) Computing handbook, third edition: Computer science and software engineering, vol 1. Chapman and Hall/CRC, Boca Raton
go back to reference Jolliet O, Ernstoff A, Csiszar S (2013) High throughput exposure screening: addressing near field exposure and direct consumer exposure to products. University of Michigan School of Public Health, Presentation to US EPA Jolliet O, Ernstoff A, Csiszar S (2013) High throughput exposure screening: addressing near field exposure and direct consumer exposure to products. University of Michigan School of Public Health, Presentation to US EPA
go back to reference Kounina A, Margni M, Bayart J-B, Boulay A-M, Berger M, Bulle C, Frischknecht R, Koehler A, Milà i Canals L, Motoshita M, Núñez M, Peters G, Pfister S, Ridoutt B, Zelm R, Verones F, Humbert S (2013) Review of methods addressing freshwater use in life cycle inventory and impact assessment. Int J Life Cycle Assess 18(3):707–721CrossRef Kounina A, Margni M, Bayart J-B, Boulay A-M, Berger M, Bulle C, Frischknecht R, Koehler A, Milà i Canals L, Motoshita M, Núñez M, Peters G, Pfister S, Ridoutt B, Zelm R, Verones F, Humbert S (2013) Review of methods addressing freshwater use in life cycle inventory and impact assessment. Int J Life Cycle Assess 18(3):707–721CrossRef
go back to reference McBride B, Norris G (2010) Earthster core ontology: description and rationale. Version 0.1-SNAPSHOT. New Earth, Boston McBride B, Norris G (2010) Earthster core ontology: description and rationale. Version 0.1-SNAPSHOT. New Earth, Boston
go back to reference McCarthy S, Cooper J (2012) USDA’s digital commons: agricultural LCI Data. Paper presented at the LCA XII, Tacoma, WA McCarthy S, Cooper J (2012) USDA’s digital commons: agricultural LCI Data. Paper presented at the LCA XII, Tacoma, WA
go back to reference Powers S (2009) Practical rdf. O’Reilly, Cambridge Powers S (2009) Practical rdf. O’Reilly, Cambridge
go back to reference Rijgersberg H, van Assem M, Top J (2013) Ontology of units of measure and related concepts. Semant Web 4(1):3–13 Rijgersberg H, van Assem M, Top J (2013) Ontology of units of measure and related concepts. Semant Web 4(1):3–13
go back to reference Takhom A, Suntisrivaraporn B, Supnithi T (2013) Ontology-enhanced life cycle assessment: a case study of application in oil refinery. In: The Second Asian Conference on Information Systems (ACIS), Phuket, Thailand Takhom A, Suntisrivaraporn B, Supnithi T (2013) Ontology-enhanced life cycle assessment: a case study of application in oil refinery. In: The Second Asian Conference on Information Systems (ACIS), Phuket, Thailand
go back to reference The White House (2013) Executive order—making open and machine readable the new default for government information. Office of the Press Secretary, Washington The White House (2013) Executive order—making open and machine readable the new default for government information. Office of the Press Secretary, Washington
go back to reference Thiesen J, Valdivia S, Sonnemann G, Fava J, Swarr T, Jensen A, Price E (2007) Understanding challenges and needs: a stakeholder consul-tation on business’ applications of life cycle approaches. In: CICLA 2007, San Jose, Costa Rica Thiesen J, Valdivia S, Sonnemann G, Fava J, Swarr T, Jensen A, Price E (2007) Understanding challenges and needs: a stakeholder consul-tation on business’ applications of life cycle approaches. In: CICLA 2007, San Jose, Costa Rica
go back to reference UNEP/SETAC Life Cycle Initiative (2011) Global guidance principles for life cycle assessment databases (Shonan Guidance Principles) UNEP/SETAC Life Cycle Initiative (2011) Global guidance principles for life cycle assessment databases (Shonan Guidance Principles)
go back to reference Walser T, Juraske R, Demou E, Hellweg S (2013) Indoor exposure to toluene from printed matter matters: complementary views from life cycle assessment and risk assessment. Environ Sci Technol 48(1):689–697CrossRef Walser T, Juraske R, Demou E, Hellweg S (2013) Indoor exposure to toluene from printed matter matters: complementary views from life cycle assessment and risk assessment. Environ Sci Technol 48(1):689–697CrossRef
go back to reference Zhang Y, Luo X, Buis JJ, Sutherland JW (2015) LCA-oriented semantic representation for the product life cycle. J Clean Prod 86:146–162 Zhang Y, Luo X, Buis JJ, Sutherland JW (2015) LCA-oriented semantic representation for the product life cycle. J Clean Prod 86:146–162
Metadata
Title
A new data architecture for advancing life cycle assessment
Authors
Wesley W. Ingwersen
Troy R. Hawkins
Thomas R. Transue
David E. Meyer
Gary Moore
Ezra Kahn
Peter Arbuckle
Heidi Paulsen
Gregory A. Norris
Publication date
01-04-2015
Publisher
Springer Berlin Heidelberg
Published in
The International Journal of Life Cycle Assessment / Issue 4/2015
Print ISSN: 0948-3349
Electronic ISSN: 1614-7502
DOI
https://doi.org/10.1007/s11367-015-0850-6

Other articles of this Issue 4/2015

The International Journal of Life Cycle Assessment 4/2015 Go to the issue