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 problem in impact modeling direct direct FUNCTIONAL FUNCTIONAL effects UNIT ? complete supply- chain analysis
National Accounting
Basic input-output structure to to from
The input-output round-robin
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
Input-output theory I Source: Wiedmann
Input-output theory II Source: Wiedmann
Input-output theory III Source: Wiedmann
Demand-pull model Source: Foran et al ., 2005
Supply-push model Source: Foran et al ., 2005
Environmental satellite accounts INDUSTRIES CONSUMERS ONOMY DUCTS PRODUC ECONO ENVIRON- EXTENSIONS EXTENSIONS MENT Source: Wiedmann
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
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
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
Environmental input-output analysis: theory Source: Foran et al ., 2005
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
Environmental input-output analysis: applications – a University
An airport proposal EIS
A comparison of organic farms
LCAs of wind turbines
Wind turbine production
Household consumption baskets
Household emissions catchment
System closure – Capital flow long-term accounting
SAMs
SAM multipliers
Household spending rounds – the Brazilian trickle-up effect
Household spending rounds – the Brazilian trickle-up effect
Production Layer Decomposition Source: Foran et al ., 2005
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 ($) 1. 1. Exports Land disturbance Wheat & other grains 2.5 0.1 2.0 Imports Water use 1.5 1.0 Gross operating surplus Primary energy rem 3 2 1 GHG emissions 0.5 dir 0.0 Employment (min)
Area plots Carbon Footprint (t CO2) Car Company Direct Suppliers of Suppliers … suppliers Source: Wiedmann
System completeness tests
A corporate example
Structural Path Analysis Source: Foran et al ., 2005
Structural Path Analysis
Structural path analysis GHG emissions (kg CO 2 -e/$) 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%)
Core topic: Multi-Region Input-Output (MRIO) Multi-Region Input-Output (MRIO) frameworks
What is an MRIO table?
AUS BRA CHN GER JAP RUS UK USA BRA steel AUS Iron ore
The Eora tables www.worldmrio.com www.worldmrio.com
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
Conceptual framework Raw data Hardware Initial estimate Constraints Optimiser Structure MRIO table Web-deployed data, visualisations, diagnostics
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
The Eora tables: 187 countries 15,909 sectors 5 valuations 5 valuations 20 years = 3 Terabytes of information
The finer structure
Original sectors – rectangular matrices
Some qualifications …
Some qualifications: Data conflict
Some qualifications: Uncertainty
Website www.worldmrio.com
Website www.worldmrio.com
Website www.worldmrio.com
Expandable heat map
Expandable heat map
Expandable heat map
Data profile
Optimisation run diagnostics
Input-output analysis in ecology
Thank you ! www.isa.org.usyd.edu.au www.worldmrio.com
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