Advancements in Input-Output Models and Indicators for Consumption-Based Accounting

Journal of Industrial Ecology

Volumn 23, Issue 2, 2019, Pages 300-312

  Malik, Arunima ^a   McBain, Darian ^a   Wiedmann, Thomas O ^a,b   Lenzen, Manfred ^a   Murray, Joy ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

^b UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

consumption; industrial ecology; input output analysis; social footprints; sustainability assessment; virtual laboratory

Indexed keywords

DATABASE SYSTEMS; INTERNATIONAL TRADE;

CONSUMPTION; INDUSTRIAL ECOLOGY; INPUT OUTPUT ANALYSIS; SOCIAL FOOTPRINTS; SUSTAINABILITY ASSESSMENT; VIRTUAL LABORATORIES;

SUSTAINABLE DEVELOPMENT;

DATABASE; ENVIRONMENTAL IMPACT; INDUSTRIAL ECOLOGY; INPUT-OUTPUT ANALYSIS; INTERNATIONAL TRADE; MODEL; RESOURCE USE; SOCIAL IMPACT; SUSTAINABILITY;

EID: 85047624887     PISSN: 10881980     EISSN: 15309290     Source Type: Journal    
DOI: 10.1111/jiec.12771     Document Type: Article

References (184)

1. Acquaye, A. A., P. Barratt, C. Topi, D. Glew, J. Kuylenstierna, S. C. L. Koh, J. Barrett, and S. McQueen-Mason. 2012. Green supply chain management: The development of supply chain carbon maps. International Journal of Engineering Management and Economics 3(3): 175–192.
2. Acquaye, A. A., T. Wiedmann, K. Feng, R. H. Crawford, J. Barrett, J. Kuylenstierna, A. P. Duffy, S. C. L. Koh, and S. McQueen-Mason. 2011. Identification of ‘carbon hot-spots’ and quantification of GHG intensities in the biodiesel supply chain using hybrid LCA and structural path analysis. Environmental Science & Technology 45(6): 2471–2478.
3. Ala-Mantila, S., J. Heinonen, and S. Junnila. 2013. Greenhouse gas implications of urban sprawl in the Helsinki metropolitan area. Sustainability (Switzerland) 5(10): 4461–4478.
4. Ali, Y., R. Pretaroli, C. Socci, and F. Severini. 2018. Carbon and water footprint accounts of Italy: A multi-region input-output approach. Renewable and Sustainable Energy Reviews 81: 1813–1824.
5. Alsamawi, A., J. Murray, and M. Lenzen. 2014a. The employment footprints of nations: Uncovering master-servant relationships. Journal of Industrial Ecology 18(1): 59–70.
6. Alsamawi, A., J. Murray, M. Lenzen, D. Moran, and K. Kanemoto. 2014b. The inequality footprints of nations: A novel approach to quantitative accounting of income inequality. PLoS One 9(10): e110881.
7. Anderson, J. E., G. Wulfhorst, and W. Lang. 2015. Energy analysis of the built environment—A review and outlook. Renewable and Sustainable Energy Reviews 44: 149–158.
8. Andrew, R. M. and G. P. Peters. 2013. A Multi-region Input-Output table based on the Global Trade Analysis Project Database (GTAP-MRIO). Economic Systems Research 25(1): 99–121.
9. Bastianoni, S., D. Caro, S. Borghesi, and F. M. Pulselli. 2014. The effect of a consumption-based accounting method in national GHG inventories: A trilateral trade system application. Frontiers in Energy Research 2(4): 1–8.
10. Baynes, T. M. and T. Wiedmann. 2012. General approaches for assessing urban environmental sustainability. Current Opinion in Environmental Sustainability 4(4): 458–464.
11. Benoit-Norris, C., N. Gregory, X. Xiao, and J. Murray. 2017. Human rights due diligence and the social hotspots database. In The social effects of global trade: Quantifying impacts using multi-regional input-output analysis, edited by J. Murray et al. Singapore: Pan Stanford.
12. Benoit-Norris, C., G. Vickery-Niederman, S. Valdivia, J. Franze, M. Traverso, A. Ciroth, and B. Mazijn. 2011. Introducing the UNEP/SETAC methodological sheets for subcategories of social LCA. The International Journal of Life Cycle Assessment 16(7): 682–690.
13. Berners-Lee, M., D. C. Howard, J. Moss, K. Kaivanto, and W. A. Scott. 2011. Greenhouse gas footprinting for small businesses—The use of input-output data. Science of the Total Environment 409(5): 883–891.
14. Bocken, N. M., E. A. Olivetti, J. M. Cullen, J. Potting, and R. Lifset. 2017. Taking the circularity to the next level: A special issue on the circular economy. Journal of Industrial Ecology 21(3): 476–482.
15. Brizga, J., K. Feng, and K. Hubacek. 2017. Household carbon footprints in the Baltic States: A global multi-regional input-output analysis from 1995 to 2011. Applied Energy 189: 780–788.
16. Bruckner, M., S. Giljum, C. Lutz, and K. S. Wiebe. 2012. Materials embodied in international trade—Global material extraction and consumption between 1995 and 2005. Global Environmental Change 22(3): 568–576.
17. Caro, D., S. J. Davis, S. Bastianoni, and K. Caldeira. 2014. Global and regional trends in greenhouse gas emissions from livestock. Climatic change 126(1–2): 203–216.
18. Caro, D., B. Rugani, F. M. Pulselli, and E. Benetto. 2015. Implications of a consumer-based perspective for the estimation of GHG emissions. The illustrative case of Luxembourg. Science of the Total Environment 508: 67–75.
19. Caro, D., F. M. Pulselli, S. Borghesi, and S. Bastianoni. 2017. Mapping the international flows of GHG emissions within a more feasible consumption-based framework. Journal of Cleaner Production 147: 142–151.
20. Cazcarro, I., R. Duarte, and J. Sánchez-Chóliz. 2013. Water footprints for Spanish regions based on a multi-regional input-output (MRIO) model. In The sustainability practitioner's guide to multi-regional input-output analysis, edited by J. Murray and M. Lenzen. Champaign, IL, USA: Common Ground.
21. Chen, G., M. Hadjikakou, and T. Wiedmann. 2017. Urban carbon transformations: Unravelling spatial and inter-sectoral linkages for key city industries based on multi-region input-output analysis. Journal of Cleaner Production 163: 224–240.
22. Chen, G., T. Wiedmann, Y. Wang, and M. Hadjikakou. 2016a. Transnational city carbon footprint networks—Exploring carbon links between Australian and Chinese cities. Applied Energy 184: 1082–1092.
23. Chen, G., T. Wiedmann, M. Hadjikakou, and H. Rowley. 2016b. City carbon footprint networks. Energies 9(8): 602.
24. Chen, S. and B. Chen. 2015. Urban energy consumption: Different insights from energy flow analysis, input-output analysis and ecological network analysis. Applied Energy 138: 99–107.
25. Cohen, E. and A. Ramaswami. 2014. The water withdrawal footprint of energy supply to cities. Journal of Industrial Ecology 18(1): 26–39.
26. Costanza, R., I. Kubiszewski, E. Giovannini, H. Lovins, J. McGlade, K. E. Pickett, K. V. Ragnarsdóttir, D. Roberts, R. D. Vogli, and R. Wilkinson. 2014. Development: Time to leave GDP behind. Nature 505(7483): 283–285.
27. Daniels, P. L., M. Lenzen, and S. J. Kenway. 2011. The ins and outs of water use—A review of multi-region input-output analysis and water footprints for regional sustainability analysis and policy. Economic Systems Research 23(4): 353–370.
28. 2 emissions. Proceedings of the National Academy of Sciences of the United States of America 108(45): 18554–18559.
29. de Koning, A., M. Bruckner, S. Lutter, R. Wood, K. Stadler, and A. Tukker. 2015. Effect of aggregation and disaggregation on embodied material use of products in input-output analysis. Ecological Economics 116: 289–299.
30. Dias, A. C., D. Lemos, X. Gabarrell, and L. Arroja. 2014. Environmentally extended input-output analysis on a city scale—Application to Aveiro (Portugal). Journal of Cleaner Production 75: 118–129.
31. Dietzenbacher, E., J. Pei, and C. Yang. 2012. Trade, production fragmentation, and China's carbon dioxide emissions. Journal of Environmental Economics and Management 64(1): 88–101.
32. Dietzenbacher, E., B. Los, R. Stehrer, M. Timmer, and G. de Vries. 2013. The construction of world input-output tables in the WIOD project. Economic Systems Research 25(1): 71–98.
33. Dong, H., Y. Geng, J. Sarkis, T. Fujita, T. Okadera, and B. Xue. 2013. Regional water footprint evaluation in China: A case of Liaoning. Science of the Total Environment 442: 215–224.
34. Duarte, R. and H. Yang. 2011. Input-output and water: Introduction to the special issue. Economic Systems Research 23(4): 341–351.
35. Ekener, E. 2017. Personal communication with E. Ekener, Invitation to the Social LC Alliance meeting on 19 September 2017.
36. Escobedo-Cardeñoso, F. and J. Oosterhaven. 2011. Hybrid interregional input-output construction methods: Applied to the seven region Spanish input-output table. ERSA conference papers ersa11p1794, European Regional Science Association.
37. Ewing, A., L. Thabrew, D. Perrone, M. Abkowitz, and G. Hornberger. 2011. Insights on the use of hybrid life cycle assessment for environmental footprinting. Journal of Industrial Ecology 15(6): 937–950.
38. Ewing, B. R., T. R. Hawkins, T. O. Wiedmann, A. Galli, E. A. Ercin, J. Weinzettel, and K. Steen-Olsen. 2012. Integrating ecological and water footprint accounting in a multi-regional input-output framework. Ecological Indicators 23: 1–8.
39. Fang, K. and R. Heijungs. 2014. Moving from the material footprint to a resource depletion footprint. Integrated Environmental Assessment and Management 10(4): 596–598.
40. FAO (Food and Agriculture Organization of the United Nations). 2017a. Trade and food security: The importance of agriculture and agricultural trade in developing countries www.fao.org/docrep/006/j0083e/j0083e04.htm. Accessed 28 August 2017.
41. FAO (Food and Agriculture Organization of the United Nations). 2017b. Indicators: Measuring up to the 2030 agenda for sustainable development. Rome: Food and Agriculture Organization of the United Nations.
42. Faturay, F., M. Lenzen, and K. Nugraha. 2017. A new sub-national multi-region input-output database for Indonesia. Economic Systems Research 29(2): 234–251.
43. Feng, K., Y. L. Siu, D. Guan, and K. Hubacek. 2012. Assessing regional virtual water flows and water footprints in the Yellow River Basin, China: A consumption based approach. Applied Geography 32(2): 691–701.
44. 2 accounting of China's megacities: The case of Beijing, Tianjin, Shanghai and Chongqing. Ecological Indicators 47: 26–31.
45. Feng, K., A. Chapagain, S. Suh, S. Pfister, and K. Hubacek. 2011. Comparison of bottom-up and top-down approaches to calculating the water footprints of nations. Economic Systems Research 23(4): 371–385.
46. 2 within China. Proceedings of the National Academy of Sciences of the United States of America 110(28): 11654–11659.
47. Fry, J., M. Lenzen, D. Giurco, and S. Pauliuk. 2016. An Australian multi-regional waste supply-use framework. Journal of Industrial Ecology 20(6): 1295–1305.
48. Galli, A., T. Wiedmann, E. Ercin, D. Knoblauch, B. Ewing, and S. Giljum. 2012. Integrating ecological, carbon and water footprint into a “footprint family” of indicators: Definition and role in tracking human pressure on the planet. Ecological Indicators 16: 100–112.
49. Geschke, A. 2017. Calculating the cost of trade. In The social effects of global trade: Quantifying impacts using multi-regional input-output analysis, edited by J. Murray et al. Singapore: Pan Stanford.
50. Geschke, A. and M. Hadjikakou. 2017. Virtual laboratories and MRIO analysis—An introduction. Economic Systems Research 29(2): 143–157.
51. Geschke, A., R. Wood, K. Kanemoto, M. Lenzen, and D. Moran. 2014. Investigating alternative approaches to harmonise multi-regional input-output data. Economic Systems Research 26(3): 354–385.
52. Giljum, S., M. Bruckner, and A. Martinez. 2015. Material footprint assessment in a global input-output framework. Journal of Industrial Ecology 19(5): 792–804.
53. Giljum, S., H. Wieland, S. Lutter, M. Bruckner, R. Wood, A. Tukker, and K. Stadler. 2016. Identifying priority areas for European resource policies: A MRIO-based material footprint assessment. Journal of Economic Structures 5(1): 1–24.
54. Gloria, T., J. Guinée, H. W. Kua, B. Singh, and R. Lifset. 2017. Charting the future of life cycle sustainability assessment: A special issue. Journal of Industrial Ecology 21(6): 1449–1453.
55. GTAP (Global Trade Analysis Project). 2017. GTAP Data Bases: GTAP 9 Data Base. www.gtap.agecon.purdue.edu/databases/v9/. Accessed 30 September 2017.
56. Han, M., G. Chen, M. Mustafa, T. Hayat, L. Shao, J. Li, X.-H. Xia, and X. Ji. 2015. Embodied water for urban economy: A three-scale input-output analysis for Beijing 2010. Ecological Modelling 318: 19–25.
57. Hardadi, G. and M. Pizzol. 2017. Extending the multiregional input-output framework to labor-related impacts: A proof of concept. Journal of Industrial Ecology 21(6): 1536–1546.
58. 2 emissions. Ecological Economics 104: 1–11.
59. Hertwich, E. G. 2011. The life cycle environmental impacts of consumption. Economic Systems Research 23(1): 27–47.
60. Hertwich, E. G., T. Gibon, E. A. Bouman, A. Arvesen, S. Suh, G. A. Heath, J. D. Bergesen, A. Ramirez, M. I. Vega, and L. Shi. 2015. Integrated life-cycle assessment of electricity-supply scenarios confirms global environmental benefit of low-carbon technologies. Proceedings of the National Academy of Sciences of the United States of america 112(20): 6277–6282.
61. Hoekstra, A. Y. and T. O. Wiedmann. 2014. Humanity's unsustainable environmental footprint. Science 344(6188): 1114–1117.
62. Hoekstra, A. Y., A. K. Chapagain, and G. Zhang. 2015. Water footprints and sustainable water allocation. Sustainability 8(1): 20.
63. Hoekstra, A. Y., A. K. Chapagain, and P. R. van Oel. 2017. Advancing water footprint assessment research: Challenges in monitoring progress towards Sustainable Development Goal 6. Water 9(6): 438.
64. Huang, J., B. G. Ridoutt, H. Zhang, C. Xu, and F. Chen. 2014. Water footprint of cereals and vegetables for the Beijing market. Journal of Industrial Ecology 18(1): 40–48.
65. IFPRI. 2017. 2016 Global Hunger Index data. https://dataverse.harvard.edu/dataset.xhtml?persistentId=https://doi.org/10.7910/DVN/LU8KRU. Accessed 28 August 2017.
66. ILOSTAT. 2017. Key Indicators of the Labour Market (KILM). www.ilo.org/ilostat/faces/wcnav_defaultSelection;ILOSTATCOOKIE=FEVfSaUpBH5uhJxgx7-qwOdbZsf2H6gZz53bhU7beYhrAXN18p45!-2042799778?_adf.ctrl-state=19vvknu1ob_4&_afrLoop=839395471595355&_afrWindowMode=0&_afrWindowId=null#!%40%40%3F_afrWindowId%3Dnull%26_afrLoop%3D839395471595355%26_afrWindowMode%3D0%26_adf.ctrl-state%3Dspgu24ppz_4. Accessed 4 August 2017.
67. Inomata, S. and A. Owen. 2014. Comparative evaluation of MRIO databases. Economic Systems Research 26(3): 239–244.
68. ISO (International Organization for Standardization). 2013. ISO/TR 14069: Greenhouse gases—Quantification and reporting of greenhouse gas emissions for organizations. Geneva, Switzerland: International Organization for Standardization.
69. ISO (International Organization for Standardization). 2014. ISO 14046: Environmental management—Water footprint—Principles, requirements and guidelines. Geneva, Switzerland: International Organization for Standardization.
70. Jackson, T. 2011. Prosperity without growth: Economics for a finite planet. London: Routledge.
71. Jackson, T. 2016. Prosperity without growth: Foundations for the economy of tomorrow. New York: Taylor & Francis.
72. 2 emission clusters within global supply chain networks: Implications for climate change mitigation. Global Environmental Change 35: 486–496.
73. Kitzes, J., E. Berlow, E. Conlisk, K. Erb, K. Iha, N. Martinez, E. A. Newman, C. Plutzar, A. B. Smith, and J. Harte. 2017. Consumption-based conservation targeting: Linking biodiversity loss to upstream demand through a global wildlife footprint. Conservation letters 10(5): 531–538.
74. Larsen, H. N. and E. G. Hertwich. 2011. Analyzing the carbon footprint from public services provided by counties. Journal of Cleaner Production 19(17–18): 1975–1981.
75. Larsen, H. N., C. Solli, and J. Pettersena. 2012. Supply chain management—How can we reduce our energy/climate footprint? Energy Procedia 20: 354–363.
76. Lenzen, M. 2011. Aggregation versus disaggregation in input-output analysis of the environment. Economic Systems Research 23(1): 73–89.
77. Lenzen, M., D. Moran, K. Kanemoto, and A. Geschke. 2013a. Building Eora: A global multi-region input-output database at high country and sector resolution. Economic Systems Research 25(1): 20–49.
78. Lenzen, M., D. Moran, K. Kanemoto, B. Foran, L. Lobefaro, and A. Geschke. 2012. International trade drives biodiversity threats in developing nations. Nature 486(7401): 109–112.
79. Lenzen, M., A. Malik, S. Kenway, P. Daniels, K. L. Lam, and A. Geschke. Submitted. Economic damage and spill-overs from a tropical cyclone. Natural Hazards and Earth System Sciences. https://doi.org/10.5194/nhess-2017-440.
80. Lenzen, M., D. Moran, A. Bhaduri, K. Kanemoto, M. Bekchanov, A. Geschke, and B. Foran. 2013b. International trade of scarce water. Ecological Economics 94: 78–85.
81. Lenzen, M., A. Geschke, A. Malik, J. Fry, J. Lane, T. Wiedmann, S. Kenway, K. Hoang, and A. Cadogan-Cowper. 2017a. New multi-regional input-output databases for Australia—Enabling timely and flexible regional analysis. Economic Systems Research 29(2): 275–295.
82. Lenzen, M., A. Geschke, M. D. Abd Rahman, Y. Xiao, J. Fry, R. Reyes, E. Dietzenbacher, S. Inomata, K. Kanemoto, and B. Los. 2017b. The Global MRIO Lab—Charting the world economy. Economic Systems Research 29(2): 158–186.
83. Lenzen, M., A. Geschke, T. Wiedmann, J. Lane, N. Anderson, T. Baynes, J. Boland, et al. 2014. Compiling and using input-output frameworks through collaborative virtual laboratories. Science of the Total Environment 485–486: 241–251.
84. Li, J., G. Chen, T. Hayat, and A. Alsaedi. 2015. Mercury emissions by Beijing's fossil energy consumption: Based on environmentally extended input-output analysis. Renewable and Sustainable Energy Reviews 41: 1167–1175.
85. Li, J., B. Chen, G. Chen, W. Wei, X. Wang, J. Ge, K. Dong, H. Xia, and X. Xia. 2017. Tracking mercury emission flows in the global supply chains: A multi-regional input-output analysis. Journal of Cleaner Production 140: 1470–1492.
86. Lifset, R. 2014. Frontiers in footprinting. Journal of Industrial Ecology 18(1): 1–3.
87. Lin, C., S. Suh, and S. Pfister. 2012. Does South-to-North water transfer reduce the environmental impact of water consumption in China? Journal of Industrial Ecology 16(4): 647–654.
88. Lindner, S. and D. Guan. 2014. A hybrid-unit energy input-output model to evaluate embodied energy and life cycle emissions for China's economy. Journal of Industrial Ecology 18(2): 201–211.
89. Liu, H. and Y. Zhang. 2012. Ecological network analysis of urban metabolism based on input-output table. Procedia Environmental Sciences 13: 1616–1623.
90. Liu, S., X. Wu, M. Han, J. Zhang, B. Chen, X. Wu, W. Wei, and Z. Li. 2017. A three-scale input-output analysis of water use in a regional economy: Hebei province in China. Journal of Cleaner Production 156: 962–974.
91. López, L., G. Arce, M. Morenate, and J. Zafrilla. 2017. How does income redistribution affect households’ material footprint? Journal of Cleaner Production 153: 515–527.
92. Lutter, S., S. Giljum, and M. Bruckner. 2016. A review and comparative assessment of existing approaches to calculate material footprints. Ecological Economics 127: 1–10.
93. Majeau-Bettez, G., S. Pauliuk, R. Wood, E. A. Bouman, and A. H. Strømman. 2016. Balance issues in input-output analysis: A comment on physical inhomogeneity, aggregation bias, and coproduction. Ecological Economics 126: 188–197.
94. Malik, A. 2016. Reply to Lenzen, 2008, JCLEPRO 16, 2018–2035: Input-output analysis for island economies. Journal of Cleaner Production 112: 4890–4895.
95. Malik, A. and J. Lan. 2016. The role of outsourcing in driving global carbon emissions. Economic Systems Research 28(2): 168–182.
96. Malik, A., M. Lenzen, and A. Geschke. 2016. Triple bottom line analysis of a lignocellulosic biofuel industry. GCB Bioenergy 8(1): 96–110.
97. Malik, A., M. Lenzen, P. J. Ralph, and B. Tamburic. 2015. Hybrid life-cycle assessment of algal biofuel production. Bioresource Technology 184: 436–443.
98. McBain, D. and A. Alsamawi. 2014. Quantitative accounting for social economic indicators. Natural Resources Forum 38(3): 193–202.
99. Merciai, S. and J. Schmidt. 2017. Methodology for the construction of global multi-regional hybrid supply and use tables for the EXIOBASE v3 database. Journal of Industrial Ecology. https://doi.org/10.1111/jiec.12713.
100. Minx, J., G. Baiocchi, T. Wiedmann, J. Barrett, F. Creutzig, K. Feng, M. Förster, P.-P. Pichler, H. Weisz, and K. Hubacek. 2013. Carbon footprints of cities and other human settlements in the UK. Environmental Research Letters 8(3): 035039.
101. Moran, D. and K. Kanemoto. 2017. Identifying species threat hotspots from global supply chains. Nature Ecology & Evolution 1: 0023.
102. Moran, D., M. Petersone, and F. Verones. 2016. On the suitability of input-output analysis for calculating product-specific biodiversity footprints. Ecological Indicators 60: 192–201.
103. Moran, D., D. McBain, K. Kanemoto, M. Lenzen, and A. Geschke. 2015. Global supply chains of coltan. Journal of Industrial Ecology 19(3): 357–365.
104. Moran, D. D., M. Lenzen, K. Kanemoto, and A. Geschke. 2013. Does ecologically unequal exchange occur? Ecological Economics 89: 177–186.
105. Moran, D. D., K. Kanemoto, M. Jiborn, R. Wood, and K. C. Seto. 2017. Carbon footprints concentrated in few global cities (May 1, 2017). https://ssrn.com/abstract=2984473. Accessed 2 March 2018.
106. Murray, J. and M. Lenzen, eds. 2013. The sustainability practitioner's guide to multi-regional input-output analysis, on sustainability. Champaign, IL, USA: Common Ground.
107. Nansai, K., K. Nakajima, S. Kagawa, Y. Kondo, Y. Shigetomi, and S. Suh. 2015. Global mining risk footprint of critical metals necessary for low-carbon technologies: The case of neodymium, cobalt, and platinum in Japan. Environmental Science & Technology 49(4): 2022–2031.
108. 2 consumption-based accounts calculated using Eora, GTAP and WIOD. Developments in input-output analysis. Cham, Switzerland: Springer International.
109. Owen, A., K. Scott, and J. Barrett. 2018. Identifying critical supply chains and final products: An input-output approach to exploring the energy-water-food nexus. Applied Energy 210: 632–642.
110. OXFAM. 2017. What rules and policies cause hunger? www.oxfam.ca/sites/default/files/images/WFD-ISSUES.pdf. Accessed 28 August 2017.
111. Piñero, P., M. Heikkinen, I. Mäenpää, and E. Pongrácz. 2015. Sector aggregation bias in environmentally extended input output modeling of raw material flows in Finland. Ecological Economics 119: 217–229.
112. Prell, C., K. Feng, L. Sun, M. Geores, and K. Hubacek. 2014. The economic gains and environmental losses of US consumption: A world-systems and input-output approach. Social Forces 93(1): 405–428.
113. Rahman, M. D. A., B. Los, A. Geschke, Y. Xiao, K. Kanemoto, and M. Lenzen. 2017. A flexible adaptation of the WIOD database in a virtual laboratory. Economic Systems Research 29(2): 187–208.
114. Reyes, R. C., A. Geschke, A. de Koning, R. Wood, T. Bulavskaya, K. Stadler, H. Schulte in den Bäumen, and A. Tukker. 2017. The Virtual IELab—An exercise in replicating part of the EXIOBASE V.2 production pipeline in a virtual laboratory. Economic Systems Research 29(2): 209–233.
115. Reynolds, C., A. Geschke, J. Piantadosi, and J. Boland. 2015a. Estimating industrial solid waste and municipal solid waste data at high resolution using economic accounts: An input-output approach with Australian case study. Journal of Material Cycles and Waste Management 18(4): 677–686.
116. Reynolds, C. J., J. Piantadosi, and J. Boland. 2014. A waste supply-use analysis of Australian waste flows. Journal of Economic Structures 3(1): 5.
117. Reynolds, C. J., J. Piantadosi, J. D. Buckley, P. Weinstein, and J. Boland. 2015b. Evaluation of the environmental impact of weekly food consumption in different socio-economic households in Australia using environmentally extended input-output analysis. Ecological Economics 111: 58–64.
118. Rodríguez-Alloza, A. M., A. Malik, M. Lenzen, and J. Gallego. 2015. Hybrid input-output life cycle assessment of warm mix asphalt mixtures. Journal of Cleaner Production 90: 171–182.
119. Roelich, K., A. Owen, D. Thompson, E. Dawkins, and C. West. 2014. Improving the policy application of footprint indicators to support Europe's transition to a one planet economy: The development of the EUREAPA tool. Science of the Total Environment 481: 662–667.
120. Sachs, J., G. Schmidt-Traub, C. Kroll, D. Durand-Delacre, and K. Teksoz. 2017. SDG index and dashboards report 2017. New York: Bertelsmann Stiftung and Sustainable Development Solutions Network (SDSN)
121. Schoer, K., J. Weinzettel, J. Kovanda, J. Giegrich, and C. Lauwigi. 2012. Raw material consumption of the European Union—Concept, calculation method, and results. Environmental Science & Technology 46(16): 8903–8909.
122. Serrano, A., D. Guan, R. Duarte, and J. Paavola. 2016. Virtual water flows in the EU27: A consumption-based approach. Journal of Industrial Ecology 20(3): 547–558.
123. Shao, L. and G. Chen. 2013. Water footprint assessment for wastewater treatment: Method, indicator, and application. Environmental Science & Technology 47(14): 7787–7794.
124. Shigetomi, Y., K. Nansai, S. Kagawa, Y. Kondo, and S. Tohno. 2017. Economic and social determinants of global physical flows of critical metals. Resources Policy 52: 107–113.
125. Simas, M., R. Wood, and E. Hertwich. 2015. Labor embodied in trade: The role of labor and energy productivity and implications for greenhouse gas emissions. Journal of Industrial Ecology 19(3): 343–356.
126. Simas, M., S. Pauliuk, R. Wood, E. G. Hertwich, and K. Stadler. 2017. Correlation between production and consumption-based environmental indicators: The link to affluence and the effect on ranking environmental performance of countries. Ecological Indicators 76: 317–323.
127. Simas, M. S., L. Golsteijn, M. A. Huijbregts, R. Wood, and E. G. Hertwich. 2014. The “bad labor” footprint: Quantifying the social impacts of globalization. Sustainability 6(11): 7514–7540.
128. Social Hotspots Database. 2017. Social hotspots database: Social data for responsible and integrated business decisions. https://socialhotspot.org/. Accessed 4 August 2017.
129. Stadler, K., R. Wood, T. Bulavskaya, C. Södersten, M. Simas, S. Schmidt, A. Usubiaga, et al. 2018. EXIOBASE 3: Developing a time series of detailed environmentally extended multi-regional input-output table. Journal of Industrial Ecology. https://doi.org/10.1111/jiec.12715.
130. 2 multipliers in multiregional input-output analyses. Economic Systems Research 26(3): 284–302.
131. Steen-Olsen, K., J. Weinzettel, G. Cranston, A. E. Ercin, and E. G. Hertwich. 2012. Carbon, land, and water footprint accounts for the European Union: Consumption, production, and displacements through international trade. Environmental Science & Technology 46(20): 10883–10891.
132. 2 emissions embodied in trade: A multi-region model for China. Applied Energy 114: 377–384.
133. 2 emissions embodied in trade and the driving forces: Processing and normal exports. Ecological Economics 88: 119–125.
134. 2 emissions embodied in trade: The effects of sector aggregation. Energy Economics 32(1): 166–175.
135. Teh, S. H., T. Wiedmann, A. Castel, and J. de Burgh. 2017. Hybrid life cycle assessment of greenhouse gas emissions from cement, concrete and geopolymer concrete in Australia. Journal of Cleaner Production 152: 312–320.
136. Teh, S. H., T. Wiedmann, J. Schinabeck, H. Rowley, and S. Moore. 2015. Integrated carbon metrics and assessment for the built environment. Procedia CIRP 29: 480–485.
137. The World Bank. 2015. World Bank's new end-poverty tool: Surveys in poorest countries. www.worldbank.org/en/news/press-release/2015/10/15/world-bank-new-end-poverty-tool-surveys-in-poorest-countries. Accessed 8 September 2017.
138. Thissen, M., M. Lankhuizen, and B. Los. Forthcoming. Construction of a time series of fine-grained detailed NUTS2 regional input-output tables for the EU embedded in a global system of country tables (Mimeo). The Hague, the Netherlands: PBL Netherlands Environmental Assessment Agency.
139. Timmer, M. P., E. Dietzenbacher, B. Los, R. Stehrer, and G. J. Vries. 2015. An illustrated user guide to the World Input-Output Database: The case of global automotive production. Review of International Economics 23(3): 575–605.
140. Tisserant, A., S. Pauliuk, S. Merciai, J. Schmidt, J. Fry, R. Wood, and A. Tukker. 2017. Solid waste and the circular economy: A global analysis of waste treatment and waste footprints. Journal of Industrial Ecology 21(3): 628–640.
141. Többen, J. and T. Kronenberg. 2011. Regional input-output modelling in Germany: The case of North Rhine-Westphalia. 35494. Jülich, Germany: Forschungszentrum Jülich.
142. Többen, J. and T. H. Kronenberg. 2015. Construction of multi-regional input-output tables using the CHARM method. Economic Systems Research 27(4): 487–507.
143. Tukker, A. and E. Dietzenbacher. 2013. Global multiregional input-output frameworks: An introduction and outlook. Economic Systems Research 25(1): 1–19.
144. Tukker, A., S. Giljum, and R. Wood. 2018. Recent progress in assessment of resource efficiency and environmental impacts embodied in trade: An introduction to this special issue. Journal of Industrial Ecology. https://doi.org/10.1111/jiec.12736.
145. Tukker, A., T. Bulavskaya, S. Giljum, A. de Koning, S. Lutter, M. Simas, K. Stadler, and R. Wood. 2014. The global resource footprint of nations: Carbon, water, land and materials embodied in trade and final consumption calculated with EXIOBASE2.1. ISBN: 978-3-200-03637-6.
146. Tukker, A., T. Bulavskaya, S. Giljum, A. de Koning, S. Lutter, M. Simas, K. Stadler, and R. Wood. 2016. Environmental and resource footprints in a global context: Europe's structural deficit in resource endowments. Global Environmental Change 40: 171–181.
147. Tukker, A., A. de Koning, R. Wood, T. Hawkins, S. Lutter, J. Acosta, J. M. Rueda Cantuche, et al. 2013. EXIOPOL—Development and illustrative analyses of a detailed global MR EE SUT/IOT. Economic Systems Research 25(1): 50–70.
148. UN (United Nations). 2015a. Transforming our world: The 2030 Agenda for Sustainable Development A/RES/70/1.New York: United Nations.
149. UN (United Nations). 2015b. The Millenium Development Goals report 2015. New York: United Nations.
150. UN (United Nations). 2014. System of environmental-economic accounting 2012—Central framework, edited by UN Statistics Division. New York: United Nations.
151. Verones, F., D. Moran, K. Stadler, K. Kanemoto, and R. Wood. 2017. Resource footprints and their ecosystem consequences. Scientific Reports 7: 40743.
152. Wang, Y. 2017. An industrial ecology virtual framework for policy making in China. Economic Systems Research 29(2): 252–274.
153. Wang, Y., A. Geschke, and M. Lenzen. 2015. Constructing a time series of nested multiregion input-output tables. International Regional Science Review 40(5): 476–499.
154. Wang, Y., P. Wu, B. Engel, and S. Sun. 2014. Application of water footprint combined with a unified virtual crop pattern to evaluate crop water productivity in grain production in China. Science of the Total Environment 497: 1–9.
155. Wang, Y., H. Zhao, L. Li, Z. Liu, and S. Liang. 2013. Carbon dioxide emission drivers for a typical metropolis using input-output structural decomposition analysis. Energy Policy 58: 312–318.
156. Weinzettel, J., E. G. Hertwich, G. P. Peters, K. Steen-Olsen, and A. Galli. 2013. Affluence drives the global displacement of land use. Global Environmental Change 23(2): 433–438.
157. Weinzettel, J., K. Steen-Olsen, E. G. Hertwich, M. Borucke, and A. Galli. 2014. Ecological footprint of nations: Comparison of process analysis, and standard and hybrid multiregional input-output analysis. Ecological Economics 101: 115–126.
158. Weinzettel, J., K. Steen-Olsen, A. Galli, G. Cranston, E. Ercin, T. Hawkins, T. Wiedmann, and E. Hertwich. 2011. Footprint family technical report: Integration into MRIO model. Work Package 2 Report. One Planet Economy Network. www.oneplaneteconomynetwork.org/resources/programme-documents/OPEN_EU_WP2_EC_Deliverable_Technical_Document.pdf. Accessed 2 March 2018.
159. Wiebe, K. S., M. Bruckner, S. Giljum, C. Lutz, and C. Polzin. 2012. Carbon and materials embodied in the international trade of emerging economies. Journal of Industrial Ecology 16(4): 636–646.
160. Wiedenhofer, D., D. Guan, Z. Liu, J. Meng, N. Zhang, and Y.-M. Wei. 2017. Unequal household carbon footprints in China. Nature Climate Change 7(1): 75–80.
161. Wiedmann, T. 2009. A review of recent multi-region input-output models used for consumption-based emission and resource accounting. Ecological Economics 69(2): 211–222.
162. Wiedmann, T. 2017. An input-output virtual laboratory in practice—Survey of uptake, usage and applications of the first operational IELab. Economic Systems Research 29(2): 296–312.
163. Wiedmann, T. O., H. Schandl, and D. Moran. 2015a. The footprint of using metals: New metrics of consumption and productivity. Environmental Economics and Policy Studies 17(3): 369–388.
164. Wiedmann, T. O., G. Chen, and J. Barrett. 2016. The concept of city carbon maps: A case study of Melbourne, Australia. Journal of Industrial Ecology 20(4): 676–691.
165. Wiedmann, T. O., S. Suh, K. Feng, M. Lenzen, A. Acquaye, K. Scott, and J. R. Barrett. 2011. Application of hybrid life cycle approaches to emerging energy technologies—The case of wind power in the UK. Environmental Science & Technology 45(13): 5900–5907.
166. Wiedmann, T. O., H. Schandl, M. Lenzen, D. Moran, S. Suh, J. West, and K. Kanemoto. 2015b. The material footprint of nations. Proceedings of the National Academy of Sciences of the United States of America 112(20): 6271–6276.
167. Wilting, H. C. and M. M. van Oorschot. 2017. Quantifying biodiversity footprints of Dutch economic sectors: A global supply-chain analysis. Journal of Cleaner Production 156: 194–202.
168. Wilting, H. C., A. M. Schipper, M. Bakkenes, J. R. Meijer, and M. A. Huijbregts. 2017. Quantifying biodiversity losses due to human consumption: A global-scale footprint analysis. Environmental Science & Technology 51(6): 3298–3306.
169. WIOD (World Input-Output Database). 2018. Socio economic accounts. www.wiod.org/database/seas16. Accessed 8 January 2018.
170. Wolfram, P., T. Wiedmann, and M. Diesendorf. 2016. Carbon footprint scenarios for renewable electricity in Australia. Journal of Cleaner Production 124: 236–245.
171. Wood, R., D. Moran, K. Stadler, D. Ivanova, K. Steen-Olsen, A. Tisserant, and E. G. Hertwich. 2017. Prioritizing consumption-based carbon policy based on the evaluation of mitigation potential using input-output methods. Journal of Industrial Ecology https://doi.org/10.1111/jiec.12702.
172. Wood, R., K. Stadler, T. Bulavskaya, S. Lutter, S. Giljum, A. de Koning, J. Kuenen, H. Schütz, J. Acosta-Fernández, and A. Usubiaga. 2015. Global sustainability accounting—Developing EXIOBASE for multi-regional footprint analysis. Sustainability 7(1): 138–163.
173. Wright, L. A., J. Coello, S. Kemp, and I. Williams. 2011. Carbon footprinting for climate change management in cities. Carbon Management 2(1): 49–60.
174. Xiao, Q., D. Hu, Z. Guo, T. Wang, and H. Tan. 2011. Progress on water resources input-output analysis. Shengtai Xuebao/Acta Ecologica Sinica 31(19): 5475–5483.
175. Xiao, Y., C. B. Norris, M. Lenzen, G. Norris, and J. Murray. 2017. How social footprints of nations can assist in achieving the sustainable development goals. Ecological Economics 135: 55–65.
176. Xiao, Y., M. Lenzen, C. Benoît-Norris, G. A. Norris, J. Murray, and A. Malik. 2018. The corruption footprints of nations. Journal of Industrial Ecology 22(1): 68–78.
177. Yao, L., J. Liu, R. Wang, and K. Yin. 2013. Carbon footprint accounting of regional household consumption in China through multi-regional input-output model. Huanjing Kexue Xuebao/Acta Scientiae Circumstantiae 33(7): 2050–2058.
178. 4 emissions. Frontiers of Earth Science 8(1): 163–180.
179. Zhang, B., H. Qiao, Z. Chen, and B. Chen. 2016. Growth in embodied energy transfers via China's domestic trade: Evidence from multi-regional input-output analysis. Applied Energy 184: 1093–1105.
180. Zhang, Z., H. Yang, and M. Shi. 2011a. Analyses of water footprint of Beijing in an interregional input-output framework. Ecological Economics 70(12): 2494–2502.
181. Zhang, Z., M. Shi, H. Yang, and A. Chapagain. 2011b. An input-output analysis of trends in virtual water trade and the impact on water resources and uses in China. Economic Systems Research 23(4): 431–446.
182. Zhao, X., J. Liu, Q. Liu, M. R. Tillotson, D. Guan, and K. Hubacek. 2015. Physical and virtual water transfers for regional water stress alleviation in China. Proceedings of the National Academy of Sciences of the United States of America 112(4): 1031–1035.
183. Zhou, X. and H. Imura. 2011. How does consumer behavior influence regional ecological footprints? An empirical analysis for Chinese regions based on the multi-region input-output model. Ecological Economics 71: 171–179.
184. Zhuo, L., M. M. Mekonnen, and A. Y. Hoekstra. 2016. The effect of inter-annual variability of consumption, production, trade and climate on crop-related green and blue water footprints and inter-regional virtual water trade: A study for China (1978–2008). Water Research 94: 73–85.