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2015 | OriginalPaper | Buchkapitel

Modeling the Effects of ICT on Environmental Sustainability: Revisiting a System Dynamics Model Developed for the European Commission

verfasst von : Mohammad Ahmadi Achachlouei, Lorenz M. Hilty

Erschienen in: ICT Innovations for Sustainability

Verlag: Springer International Publishing

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Abstract

This chapter revisits a System Dynamics model developed in 2002 with the aim of exploring the future impacts of Information and Communication Technology (ICT) on environmental sustainability in the EU, which then consisted of 15 countries. The time horizon of the study was 20 years (2000–2020). We analyze the results in light of empirical data that is now available for 2000–2012. None of the three scenarios that were developed by experts to specify the external factors needed to run the model were realistic from today’s point of view. If the model is re-run with more realistic input data for the first half of the simulation period, however, the main results regarding the impact of ICT remain qualitatively the same; they seem to be relatively robust implications of the causal system structure, as it is represented in the model. Overall, the impacts of ICT for mitigating greenhouse gas emissions and other environmental burdens for 2020 tend to be slightly stronger if the simulation is based on the empirical data now available.

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Fußnoten
1
In this case, the system under study was defined as the sum of the national economies of EU15.
 
2
We retained the original identifiers for the variables (such as “M2”) for those readers who wish to consult [4] for details.
 
Literatur
1.
Zurück zum Zitat Erdmann, L., Würtenberger, F.: The future impact ICT on environmental sustainability. First interim report. Identification and global description of economic sectors. Institute for Prospective Technology Studies (IPTS), Sevilla (2003) Erdmann, L., Würtenberger, F.: The future impact ICT on environmental sustainability. First interim report. Identification and global description of economic sectors. Institute for Prospective Technology Studies (IPTS), Sevilla (2003)
2.
Zurück zum Zitat Erdmann, L., Behrendt, S.: The future impact ICT on environmental sustainability. Second interim report. Institute for Prospective Technology Studies (IPTS), Sevilla (2003) Erdmann, L., Behrendt, S.: The future impact ICT on environmental sustainability. Second interim report. Institute for Prospective Technology Studies (IPTS), Sevilla (2003)
3.
Zurück zum Zitat Goodman, J., Alakeson, V.: The future impact ICT on environmental sustainability. Third interim report. Scenarios. Institute for Prospective Technology Studies (IPTS), Sevilla (2003) Goodman, J., Alakeson, V.: The future impact ICT on environmental sustainability. Third interim report. Scenarios. Institute for Prospective Technology Studies (IPTS), Sevilla (2003)
4.
Zurück zum Zitat Hilty, L.M., Wäger, P., Lehmann, M., Hischier, R., Ruddy, T.F., Binswanger, M.: The future impact of ICT on environmental sustainability. Fourth interim report. Refinement and quantification. Institute for Prospective Technological Studies (IPTS), Sevilla (2004) Hilty, L.M., Wäger, P., Lehmann, M., Hischier, R., Ruddy, T.F., Binswanger, M.: The future impact of ICT on environmental sustainability. Fourth interim report. Refinement and quantification. Institute for Prospective Technological Studies (IPTS), Sevilla (2004)
5.
Zurück zum Zitat Arnfalk, P.: The future impact ICT on environmental sustainability. Fifth interim report. Evaluation and recommendations. Institute for Prospective Technology Studies (IPTS), Sevilla (2004) Arnfalk, P.: The future impact ICT on environmental sustainability. Fifth interim report. Evaluation and recommendations. Institute for Prospective Technology Studies (IPTS), Sevilla (2004)
6.
Zurück zum Zitat Erdmann, L., Hilty, L.M., Goodman, J., Arnfalk, P.: The future impact ICT on environmental sustainability. Synthesis report. Institute for Prospective Technology Studies (IPTS), Sevilla (2004) Erdmann, L., Hilty, L.M., Goodman, J., Arnfalk, P.: The future impact ICT on environmental sustainability. Synthesis report. Institute for Prospective Technology Studies (IPTS), Sevilla (2004)
7.
Zurück zum Zitat Arnfalk, P., Erdmann, L., Goodman, J., Hilty, L.M.: The future impact of ICT on environmental sustainability. In: Proceedings EU-US Scientific Seminar on New Technology Foresight, Forecasting and Assessment Methods, 13–14 May 2004, Seville, Spain (2004) Arnfalk, P., Erdmann, L., Goodman, J., Hilty, L.M.: The future impact of ICT on environmental sustainability. In: Proceedings EU-US Scientific Seminar on New Technology Foresight, Forecasting and Assessment Methods, 13–14 May 2004, Seville, Spain (2004)
8.
Zurück zum Zitat Wäger, P., Hilty, L. M., Arnfalk, P., Erdmann, L., Goodman, J.: Experience with a system dynamics model in a prospective study on the future impact of ICT on environmental sustainability. In: Voinov, A., Jakeman, A.J., Rizzoli, A.E. (eds.) Proceedings of the iEMSs Third Biennial Meeting, Summit on Environmental Modelling and Software. International Environmental Modelling and Software Society, Burlington, USA (2006) Wäger, P., Hilty, L. M., Arnfalk, P., Erdmann, L., Goodman, J.: Experience with a system dynamics model in a prospective study on the future impact of ICT on environmental sustainability. In: Voinov, A., Jakeman, A.J., Rizzoli, A.E. (eds.) Proceedings of the iEMSs Third Biennial Meeting, Summit on Environmental Modelling and Software. International Environmental Modelling and Software Society, Burlington, USA (2006)
9.
Zurück zum Zitat Hilty, L.M., Arnfalk, P., Erdmann, L., Goodman, J., Lehmann, M., Wäger, P.: The relevance of information and communication technologies for environmental sustainability—a prospective simulation study. Environ. Modell. Softw. 11(21), 1618–1629 (2006)CrossRef Hilty, L.M., Arnfalk, P., Erdmann, L., Goodman, J., Lehmann, M., Wäger, P.: The relevance of information and communication technologies for environmental sustainability—a prospective simulation study. Environ. Modell. Softw. 11(21), 1618–1629 (2006)CrossRef
10.
Zurück zum Zitat Erdmann, L., Hilty, L.M.: Scenario analysis: exploring the macroeconomic impacts of information and communication technologies on greenhouse gas emissions. J. Ind. Ecol. 14(5), 826–843 (2010)CrossRef Erdmann, L., Hilty, L.M.: Scenario analysis: exploring the macroeconomic impacts of information and communication technologies on greenhouse gas emissions. J. Ind. Ecol. 14(5), 826–843 (2010)CrossRef
11.
Zurück zum Zitat Ahmadi Achachlouei, M., Hilty, L.M.: Simulating the future impact of ICT on environmental sustainability: validating and re-calibrating a system dynamics model. Working report, Centre for Sustainable Communications CESC, KTH Royal Institute of Technology http://www.cesc.kth.se/publications (in preparation) Ahmadi Achachlouei, M., Hilty, L.M.: Simulating the future impact of ICT on environmental sustainability: validating and re-calibrating a system dynamics model. Working report, Centre for Sustainable Communications CESC, KTH Royal Institute of Technology http://​www.​cesc.​kth.​se/​publications (in preparation)
12.
Zurück zum Zitat Ruddy, T.F., Hilty, L.M.: Impact assessment and policy learning in the European commission. Environ. Impact Assess. Rev. 28(2–3), 90–115 (2008)CrossRef Ruddy, T.F., Hilty, L.M.: Impact assessment and policy learning in the European commission. Environ. Impact Assess. Rev. 28(2–3), 90–115 (2008)CrossRef
13.
Zurück zum Zitat Kelly (Letcher), R.A., Jakeman, A.J., Barreteau, O., Borsuk, M.E., ElSawah, S., Hamilton, SH., Henriksen, H.J., Kuikka, S., Maier, H.R., Rizzoli, A.E., Van Delden, H., Voinov, A.A.: Selecting among five common modelling approaches for integrated environmental assessment and management. Environ. Modell. Softw. 47, 159–181 (2013) Kelly (Letcher), R.A., Jakeman, A.J., Barreteau, O., Borsuk, M.E., ElSawah, S., Hamilton, SH., Henriksen, H.J., Kuikka, S., Maier, H.R., Rizzoli, A.E., Van Delden, H., Voinov, A.A.: Selecting among five common modelling approaches for integrated environmental assessment and management. Environ. Modell. Softw. 47, 159–181 (2013)
14.
Zurück zum Zitat Börjeson, L., Höjer, M., Dreborg, K.H., Ekvall, T., Finnveden, G.: Scenario types and techniques: towards a user’s guide. Futures 38(7), 723–739 (2006)CrossRef Börjeson, L., Höjer, M., Dreborg, K.H., Ekvall, T., Finnveden, G.: Scenario types and techniques: towards a user’s guide. Futures 38(7), 723–739 (2006)CrossRef
15.
Zurück zum Zitat Eurostat: GDP and main components—volumes. Product code: nama_gdp_k (2014) Eurostat: GDP and main components—volumes. Product code: nama_gdp_k (2014)
16.
Zurück zum Zitat Eurostat: Employment (main characteristics and rates)—annual averages. Product code: lfsi_emp_a (2014) Eurostat: Employment (main characteristics and rates)—annual averages. Product code: lfsi_emp_a (2014)
17.
Zurück zum Zitat Eurostat: Demographic balance and crude rates. Product code: demo_gind (2014) Eurostat: Demographic balance and crude rates. Product code: demo_gind (2014)
18.
Zurück zum Zitat Eurostat: Number of private households by household composition, number of children and age of youngest child (1000). Product code: lfst_hhnhtych (2014) Eurostat: Number of private households by household composition, number of children and age of youngest child (1000). Product code: lfst_hhnhtych (2014)
22.
Zurück zum Zitat Belady, C., Rawson, A., Pfleuger, J.O.H.N., Cader, T.A.H.I.R.: The green grid data center power efficiency metrics: PUE and DCiE. Technical report, Green Grid (2008) Belady, C., Rawson, A., Pfleuger, J.O.H.N., Cader, T.A.H.I.R.: The green grid data center power efficiency metrics: PUE and DCiE. Technical report, Green Grid (2008)
24.
Zurück zum Zitat Coroama, V.C., Hilty, L.M.: Assessing internet energy intensity: a review of methods and results. Environ. Impact Assess. Rev. 45, 63–68 (2014)CrossRef Coroama, V.C., Hilty, L.M.: Assessing internet energy intensity: a review of methods and results. Environ. Impact Assess. Rev. 45, 63–68 (2014)CrossRef
29.
Zurück zum Zitat Babbitt, C.W., Kahhat, R., Williams, E.: Evolution of product lifespan and implications for environmental assessment and management: a case study of personal computers in higher education. Environ. Sci. Technol. 43, 5106–5112 (2009)CrossRef Babbitt, C.W., Kahhat, R., Williams, E.: Evolution of product lifespan and implications for environmental assessment and management: a case study of personal computers in higher education. Environ. Sci. Technol. 43, 5106–5112 (2009)CrossRef
30.
Zurück zum Zitat Robinson, B.H.: E-waste: an assessment of global production and environmental impacts. Sci. Total Environ. 408(2), 183–191 (2009)CrossRef Robinson, B.H.: E-waste: an assessment of global production and environmental impacts. Sci. Total Environ. 408(2), 183–191 (2009)CrossRef
31.
Zurück zum Zitat Eurostat: Generation and treatment of municipal waste (1 000 t) by NUTS 2 regions. Product code: env_rwas_gen (2014) Eurostat: Generation and treatment of municipal waste (1 000 t) by NUTS 2 regions. Product code: env_rwas_gen (2014)
32.
Zurück zum Zitat Mannaerts, H.: Environmental policy analysis with STREAM: a partial equilibrium model for material flows in the economy. In: van den Bergh, J.C.J.M., Janssen, M. (eds.) Economics of Industrial Ecology: Materials, Structural Change, and Spatial Scales, pp. 195–222. Massachusetts Institute of Technology, Cambridge (2004) Mannaerts, H.: Environmental policy analysis with STREAM: a partial equilibrium model for material flows in the economy. In: van den Bergh, J.C.J.M., Janssen, M. (eds.) Economics of Industrial Ecology: Materials, Structural Change, and Spatial Scales, pp. 195–222. Massachusetts Institute of Technology, Cambridge (2004)
35.
Zurück zum Zitat de Jong, G., Schroten, A., Van Essen, H., Otten, M., Bucci, P.: Price sensitivity of European road freight transport–towards a better understanding of existing results. A report for transport and environment. 9012-1 (2010) de Jong, G., Schroten, A., Van Essen, H., Otten, M., Bucci, P.: Price sensitivity of European road freight transport–towards a better understanding of existing results. A report for transport and environment. 9012-1 (2010)
37.
Zurück zum Zitat US EPA: Report to congress on server and data center energy efficiency, public law 109-431. Prepared for the U.S. Environmental Protection Agency, ENERGY STAR Program, by Lawrence Berkeley National Laboratory. LBNL-363E (2007) US EPA: Report to congress on server and data center energy efficiency, public law 109-431. Prepared for the U.S. Environmental Protection Agency, ENERGY STAR Program, by Lawrence Berkeley National Laboratory. LBNL-363E (2007)
38.
Zurück zum Zitat Taylor C., Koomey J.: Estimating energy use and greenhouse gas emissions of internet advertising. IMC2 (2008) Taylor C., Koomey J.: Estimating energy use and greenhouse gas emissions of internet advertising. IMC2 (2008)
39.
Zurück zum Zitat European Commission: World energy, technology and climate policy outlook. EC Research DG (2002) European Commission: World energy, technology and climate policy outlook. EC Research DG (2002)
40.
Zurück zum Zitat Borenstein, S.: A microeconomic framework for evaluating energy efficiency rebound and some implications. No. WP 242R. National Bureau of Economic Research (2014) Borenstein, S.: A microeconomic framework for evaluating energy efficiency rebound and some implications. No. WP 242R. National Bureau of Economic Research (2014)
42.
Zurück zum Zitat Eurostat: Supply, transformation, consumption—all products—annual data. Product code: nrg_100a (2013) Eurostat: Supply, transformation, consumption—all products—annual data. Product code: nrg_100a (2013)
43.
Zurück zum Zitat Eurostat: EuroStat: municipal waste. Product code: env_wasmun (2014) Eurostat: EuroStat: municipal waste. Product code: env_wasmun (2014)
44.
Zurück zum Zitat Eurostat: Waste electrical and electronic equipment (WEEE). Product code: env_waselee (2014) Eurostat: Waste electrical and electronic equipment (WEEE). Product code: env_waselee (2014)
45.
Zurück zum Zitat Greene, D.L., Tishchishyna, N.I.: Costs of oil dependence: a 2000 update. Oak Ridge National Laboratory, ORNL/TM-2000/152, Oak Ridge, TN, 2000, and data updates. http://cta.ornl.gov (2012) Greene, D.L., Tishchishyna, N.I.: Costs of oil dependence: a 2000 update. Oak Ridge National Laboratory, ORNL/TM-2000/152, Oak Ridge, TN, 2000, and data updates. http://​cta.​ornl.​gov (2012)
Metadaten
Titel
Modeling the Effects of ICT on Environmental Sustainability: Revisiting a System Dynamics Model Developed for the European Commission
verfasst von
Mohammad Ahmadi Achachlouei
Lorenz M. Hilty
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-09228-7_27

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