Toward a Practical Ontology for Socioeconomic Metabolism

The complexity of data and methods in industrial ecology (IE) keeps growing, and the demand for comprehensive and interdisciplinary assessments increases. To keep up with this development, the field needs a data infrastructure that allows researchers to annotate, store, retrieve, combine, and exchange data at low cost, without loss of information, and across disciplines and model frameworks. A consensus‐building debate about how to describe the common object of study, socioeconomic metabolism (SEM), is necessary for the development of practical data structures and databases. We review the definitions of basic concepts to describe SEM in IE and related fields such as integrated assessment modeling. We find that many definitions are not compatible, are implicit, and are sometimes lacking. To resolve the conflicts and inconsistencies within the current definitions, we propose a hierarchical system of terms and definitions, a practical ontology, for describing objects, their properties, and events in SEM. We propose a typology of object properties and use sets to group objects into a hierarchical, mutually exclusive, and collectively exhaustive (H‐MECE) classification. This grouping leads to a general definition of stocks. We show that a MECE representation of events necessarily requires two complementary concepts: processes and flows, for which we propose general definitions based on sets. Using these definitions, we show that the system structure of any interdisciplinary model of SEM can be formulated as a directed graph. We propose guidelines for semantic data annotation and database design, which can help to turn the vision of a powerful data infrastructure for SEM research into reality.

[1]  Helmut Haberl,et al.  Progress towards sustainability? What the conceptual framework of material and energy flow accounting (MEFA) can offer , 2004 .

[2]  Vasile-Marian Scuturici,et al.  A semantic approach to life cycle assessment applied on energy environmental impact data management , 2012, EDBT-ICDT '12.

[3]  Edgar G. Hertwich,et al.  Evaluation of process- and input-output-based life cycle inventory data with regard to truncation and aggregation issues. , 2011, Environmental science & technology.

[4]  David Lewis,et al.  Extrinsic properties , 1983 .

[5]  Yasushi Kondo,et al.  The Waste Input‐Output Approach to Materials Flow Analysis , 2007 .

[6]  R. Samson,et al.  Assessing non-marginal variations with consequential LCA: Application to European energy sector , 2011 .

[7]  Matthias Schroder,et al.  Input–Output Analysis , 2011 .

[8]  Bo Pedersen Weidema,et al.  Stepping Stones From Life Cycle Assessment to Adjacent Assessment Techniques , 2011 .

[9]  Wesley W. Ingwersen,et al.  Test of US federal life cycle inventory data interoperability , 2015 .

[10]  Shawn Bowers,et al.  An ontology for describing and synthesizing ecological observation data , 2007, Ecol. Informatics.

[11]  John W. Sutherland,et al.  LCA-oriented semantic representation for the product life cycle , 2015 .

[12]  Gjalt Huppes,et al.  Three Strategies to Overcome the Limitations of Life‐Cycle Assessment , 2004 .

[13]  D. L. Kelly,et al.  Integrated Assessment Models For Climate Change Control∗ , 1998 .

[14]  Frank Harary,et al.  Graph Theory , 2016 .

[15]  Mireille Faist,et al.  Economically extended—MFA: a material flow approach for a better understanding of food production chain , 2004 .

[16]  I. Mills,et al.  Quantities, Units and Symbols in Physical Chemistry , 1993 .

[17]  Stefan Pauliuk,et al.  Transforming the Norwegian Dwelling Stock to Reach the 2 Degrees Celsius Climate Target , 2013 .

[18]  Sai Liang,et al.  Big Data and Industrial Ecology , 2015 .

[19]  D. Tyteca Sustainability Indicators at the Firm Level , 1998 .

[20]  K. E. Boulding,et al.  The structure of American economy, 1919-1929 : an empirical application of equilibrium analysis , 1942 .

[21]  Simon Warren,et al.  Methodology of metal criticality determination. , 2012, Environmental science & technology.

[22]  Robert J. Klee,et al.  Multilevel cycle of anthropogenic copper. , 2004, Environmental science & technology.

[23]  Third Edition,et al.  Quantities, Units and Symbols in Physical Chemistry , 2009 .

[24]  The structure of okinawa's economy : an empirical application of equilibrium analysis , 1997 .

[25]  Not Indicated,et al.  International Reference Life Cycle Data System (ILCD) Handbook - General guide for Life Cycle Assessment - Provisions and Action Steps , 2010 .

[26]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..

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

[28]  Helmut Rechberger,et al.  Practical handbook of material flow analysis , 2003 .

[29]  Raghu Ramakrishnan,et al.  Database Management Systems , 1976 .

[30]  M. Fischer-Kowalski,et al.  Society's Metabolism , 1998 .

[31]  Robert U. Ayres,et al.  Industrial Metabolism: Restructuring for Sustainable Development , 1994 .

[32]  Helmut Schütz,et al.  Economy -wide Material Flow Accounting Introduction and Guide , 2015 .

[33]  Eric O'N. Fisher,et al.  The Structure of the American Economy , 2008 .

[34]  Helga Weisz,et al.  SOCIETY AS HYBRID BETWEEN MATERIAL AND SYMBOLIC REALMS : TOWARD A THEORETICAL FRAMEWORK OF SOCIETY-NATURE INTERACTION , 2006 .

[35]  Manfred Lenzen,et al.  Compiling and using input-output frameworks through collaborative virtual laboratories. , 2014, The Science of the total environment.

[36]  連合国,et al.  System of national accounts , 2018, National Accounts Statistics: Main Aggregates and Detailed Tables 2017 (Five-Volume Set).

[37]  Ivan Tengbjerg Herrmann,et al.  Does it matter which Life Cycle Assessment (LCA) tool you choose? – a comparative assessment of SimaPro and GaBi , 2015 .

[38]  Edgar G. Hertwich,et al.  Socioeconomic metabolism as paradigm for studying the biophysical basis of human societies , 2015 .

[39]  Andrea Emilio Rizzoli,et al.  Modelling with knowledge: A review of emerging semantic approaches to environmental modelling , 2009, Environ. Model. Softw..

[40]  Reinout Heijungs,et al.  Recommendation of terminology, classification, framework of waste accounts and MFA, and data collection guideline , 2014 .

[41]  Thomas R. Gruber,et al.  A Translation Approach to Portable Ontologies , 1993 .

[42]  Sidneyf Elder,et al.  ELEMENTS OF SET THEORY , 1995 .

[43]  Barbara C. Lippiatt,et al.  Framework for hybrid life cycle inventory databases: a case study on the Building for Environmental and Economic Sustainability (BEES) database , 2012, The International Journal of Life Cycle Assessment.

[44]  Richard Wood,et al.  Unified Theory of Allocations and Constructs in Life Cycle Assessment and Input‐Output Analysis , 2014 .

[45]  Stefan Baumgärtner,et al.  Relating the Philosophy and Practice of Ecological Economics: The Role of Concepts, Models, and Case Studies in Inter- and Transdisciplinary Sustainability Research , 2008 .

[46]  Faye Duchin,et al.  Input-Output Economics and Material Flows , 2009 .

[47]  Sangwon Suh,et al.  Generalized Make and Use Framework for Allocation in Life Cycle Assessment , 2010 .

[48]  Sangwon Suh,et al.  A mixed-unit input-output model for environmental life-cycle assessment and material flow analysis. , 2007, Environmental science & technology.

[49]  Aleksei Savatyugin,et al.  The History of Economic Analysis , 2002 .

[50]  P. Brunner,et al.  Metabolism of the Anthroposphere , 1991 .

[51]  Clive L. Spash,et al.  New foundations for ecological economics , 2012 .

[52]  F. Schalow Kant and the Question of Values , 2012 .

[53]  H. Weisz,et al.  Methodology and Indicators of Economy‐wide Material Flow Accounting , 2011 .

[54]  Hans-Jürgen Dr. Klüppel,et al.  The Revision of ISO Standards 14040-3 - ISO 14040: Environmental management – Life cycle assessment – Principles and framework - ISO 14044: Environmental management – Life cycle assessment – Requirements and guidelines , 2005 .

[55]  Kenichi Nakajima,et al.  Hybrid input-output approach to metal production and its application to the introduction of lead-free solders. , 2008, Environmental science & technology.

[56]  M. Burfisher Introduction to Computable General Equilibrium Models , 2011, Introduction to Computable General Equilibrium Models.

[57]  E. Ostrom A diagnostic approach for going beyond panaceas , 2007, Proceedings of the National Academy of Sciences.

[58]  Susan Selke,et al.  Life Cycle Assessment Software: Selection Can Impact Results , 2016 .

[59]  R. Samson,et al.  Macroanalysis of the economic and environmental impacts of a 2005–2025 European Union bioenergy policy using the GTAP model and life cycle assessment , 2012 .

[60]  Anders Hammer Strømman,et al.  Dealing with double-counting in tiered hybrid life-cycle inventories: a few comments – response , 2009 .

[61]  Shawn Bowers,et al.  Advancing ecological research with ontologies. , 2008, Trends in ecology & evolution.

[62]  Helmut Haberl,et al.  Sustainable development: socio‐economic metabolism and colonization of nature , 1998 .

[63]  S. Suh Handbook of input-output economics in industrial ecology , 2009 .

[64]  Gary Moore,et al.  A new data architecture for advancing life cycle assessment , 2015, The International Journal of Life Cycle Assessment.

[65]  R. Scholz Environmental Literacy in Science and Society: From Knowledge to Decisions , 2011 .

[66]  Sangwon Suh,et al.  Functions, commodities and environmental impacts in an ecological–economic model , 2004 .

[67]  Shinichiro Nakamura,et al.  Hybrid Input‐Output Analysis as a Tool for Communication Among Scientists of Different Disciplines , 2011 .

[68]  C. Wissel,et al.  On the foundation of a general theory of stocks , 2005 .

[69]  Shinichiro Nakamura,et al.  Input‐Output Analysis of Waste Management , 2002 .

[70]  S. Pauliuk,et al.  A General System Structure and Accounting Framework for Socioeconomic Metabolism , 2015 .

[71]  Stefan Giljum,et al.  Conceptual Foundations and Applications of Physical Input-Output Tables , 2009 .

[72]  H. Brattebø,et al.  Combined MFA‐LCA for Analysis of Wastewater Pipeline Networks , 2009 .