an introduction into multi region input output modelling
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An introduction into multi-region input-output modelling Manfred Lenzen Manfred Lenzen ISA, The University of Sydney Australia with thanks to Tommy Wiedmann and Barney Foran for some of the slides Recommended introductory reading A common


  1. An introduction into multi-region input-output modelling Manfred Lenzen Manfred Lenzen ISA, The University of Sydney Australia with thanks to Tommy Wiedmann and Barney Foran for some of the slides

  2. Recommended introductory reading

  3. A common problem in impact modeling direct direct FUNCTIONAL FUNCTIONAL effects UNIT ? complete supply- chain analysis

  4. National Accounting

  5. Basic input-output structure to to from

  6. The input-output round-robin

  7. The infinite supply-chain Supplier level: • • • • • ∞ • • • • • • • • • • . . . • • • • • Mining machinery • • • • • . • • • • • M L E T S B M L E T S B M L E T S B M L E T S B M L E T S B M L E T S B 2 Iron ore Iron ore Mining Legal Elect. Trans. Steel Banking 1 Vehicle Organisation On-site Boundary Downstream Upstream Product 1 Product 2 Consumer Industry

  8. Input-output theory I Source: Wiedmann

  9. Input-output theory II Source: Wiedmann

  10. Input-output theory III Source: Wiedmann

  11. Demand-pull model Source: Foran et al ., 2005

  12. Supply-push model Source: Foran et al ., 2005

  13. Environmental satellite accounts INDUSTRIES CONSUMERS ONOMY DUCTS PRODUC ECONO ENVIRON- EXTENSIONS EXTENSIONS MENT Source: Wiedmann

  14. INDUSTRIES CONSUMERS ONOMY DUCTS Financial Financial ECONO PRODUC transactions transactions … … EXTENSIONS ENVIRON- EXTENSIONS MENT energy use, carbon emissions, water use, pollutants, raw material extractions, waste, … land use Source: Wiedmann

  15. INDUSTRIES CONSUMERS PRODUCTS ONOMY DUCTS Industries Industries ECONO PRODUC PR use products… … and energy, EXTENSIONS ENVIRON- EXTENSIONS water, MENT energy use, carbon emissions, water use, etc. pollutants, raw material extractions, waste, … land use Source: Wiedmann

  16. INDUSTRIES CONSUMERS PRODUCTS ONOMY DUCTS ECONO PRODUC PR Consumers buy products… Consumers buy products… … and use energy, EXTENSIONS ENVIRON- EXTENSIONS water, MENT energy use, carbon emissions, water use, etc. pollutants, raw material extractions, waste, … land use Source: Wiedmann

  17. Environmental input-output analysis: theory Source: Foran et al ., 2005

  18. IO tables and satellite accounts: a successful marriage Input Input- -output output tables tables Input Input - - output output tables tables Satellite Satellite Satellite Satellite accounts accounts accounts accounts for each indicator for each indicator for each indicator for each indicator Source: Foran et al ., 2005

  19. Environmental input-output analysis: applications – a University

  20. An airport proposal EIS

  21. A comparison of organic farms

  22. LCAs of wind turbines

  23. Wind turbine production

  24. Household consumption baskets

  25. Household emissions catchment

  26. System closure – Capital flow long-term accounting

  27. SAMs

  28. SAM multipliers

  29. Household spending rounds – the Brazilian trickle-up effect

  30. Household spending rounds – the Brazilian trickle-up effect

  31. Production Layer Decomposition Source: Foran et al ., 2005

  32. Wheat & other grains 0.40 Production layers 0.35 0.30 0.25 0.20 0.15 rem 3 Employment 0.10 2 10. 1 dir 0.05 Government revenue Income 0.00 Income ($) 1. 1. Exports Land disturbance Wheat & other grains 2.5 0.1 2.0 Imports Water use 1.5 1.0 Gross operating surplus Primary energy rem 3 2 1 GHG emissions 0.5 dir 0.0 Employment (min)

  33. Area plots Carbon Footprint (t CO2) Car Company Direct Suppliers of Suppliers … suppliers Source: Wiedmann

  34. System completeness tests

  35. A corporate example

  36. Structural Path Analysis Source: Foran et al ., 2005

  37. Structural Path Analysis

  38. Structural path analysis GHG emissions (kg CO 2 -e/$) Wh 0.687 (0; 67.%) El Wh 0.0234 (1; 2.3%) Ch Wh 0.0173 (1; 1.7%) Fo Wh 0.0114 (1; 1.1%) Wheat & other grains Sc Cg Wh 0.00936 (2; 0.91%) 1.2 Fe Wh Fe Wh 0.00925 0.00925 (1; 0.9%) (1; 0.9%) Wt Wh 0.00874 (1; 0.85%) 1.0 Rd Wh 0.00853 (1; 0.83%) 0.8 El Rf Wh 0.00487 (2; 0.47%) 0.6 Rf Wh 0.00485 (1; 0.47%) Oi Fo Wh 0.00343 (2; 0.33%) rem 0.4 3 El Wt Wh 0.00263 (2; 0.25%) 2 1 0.2 El Ch Wh 0.00261 (2; 0.25%) dir El St Wh 0.00259 (2; 0.25%) 0.0 GHG emissions (kg CO2-e) Fr Sc Cg Wh 0.0022 (3; 0.21%) Ap Wh 0.00165 (1; 0.16%) Bc Mp Ho Wh 0.00162 (3; 0.16%)

  39. Core topic: Multi-Region Input-Output (MRIO) Multi-Region Input-Output (MRIO) frameworks

  40. What is an MRIO table?

  41. AUS BRA CHN GER JAP RUS UK USA BRA steel AUS Iron ore

  42. The Eora tables www.worldmrio.com www.worldmrio.com

  43. Guiding principles − Detail : 187 countries, 15000 sectors � LCA and footprint − Dynamics : Time series 1990-2010 � trends and scenarios − Flexibility : Basic prices, margins and taxes − Transparency : Close adherence to the raw data − − Uncertainty : Standard deviation estimates Uncertainty : Standard deviation estimates � decision-making � decision-making − Reliability : Info on constraint violations � quality assurance − Timeliness : Delay of 2 years − Budget : 12 person-years initially, < 2 person-years /y continually; − Openness : Public, free availability for research

  44. Conceptual framework Raw data Hardware Initial estimate Constraints Optimiser Structure MRIO table Web-deployed data, visualisations, diagnostics

  45. Raw data Input-output tables from 74 national statistical offices, Input-output data from Eurostat, IDE-JETRO and OECD, UN National Accounts Main Aggregates Database, UN National Accounts Main Aggregates Database, UN National Accounts Official Data, UN Comtrade international trade database UN Servicetrade international trade database

  46. The Eora tables: 187 countries 15,909 sectors 5 valuations 5 valuations 20 years = 3 Terabytes of information

  47. The finer structure

  48. Original sectors – rectangular matrices

  49. Some qualifications …

  50. Some qualifications: Data conflict

  51. Some qualifications: Uncertainty

  52. Website www.worldmrio.com

  53. Website www.worldmrio.com

  54. Website www.worldmrio.com

  55. Expandable heat map

  56. Expandable heat map

  57. Expandable heat map

  58. Data profile

  59. Optimisation run diagnostics

  60. Input-output analysis in ecology

  61. Thank you ! www.isa.org.usyd.edu.au www.worldmrio.com

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