Stock dynamics for forecasting material flows—Case study for housing in The Netherlands
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In some countries, the quantity of timber in existing building stocks is greater than the stock in forests managed for harvesting.
“in some countries, it is a greater quantity than the stock in forests managed for harvesting (Müller 2006).”
From Feasibility of cross-laminated secondary timber (2019) · cites this paper as Müller 2006
The value of building stocks for timber is more significant in some countries than the invested stock in managing the woods for harvesting.
“The value is, ironically, more significant in some countries than the invested stock in managing the woods for harvesting (Müller D.B, . 2006).”
From Testing the Applicability of Older Wood Taken from Fire-Damaged Buildings (2023) · cites this paper as Müller D.B, . 2006
Numerous studies explored the potential reductions in resource demands by extending building lifespans, which directly reduce upstream energy demands.
“Numerous studies explored the potential reductions in resource demands by extending building lifespans [52,62,67,69,70], which directly reduce upstream energy demands.”
From Material efficiency strategies to reducing greenhouse gas emissions associated with buildings, vehicles, and electronics—a review (2019) · cites this paper as [62]
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World metal demand: Trends and prospects
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Modellierung, Simulation und Bewertung des regionalen Holzhaushaltes
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The future of nonfuel minerals in the U.S. and world economy
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Future material demand for automotive lithium-based batteries
Xu, C., Dai, Q., Gaines, L., Hu, M., Tukker, A., & Steubing, B. (2020) · Communications Materials · doi:10.1038/s43246-020-00095-x · Cited by 898 · see citing works
Pauliuk, S. (2018) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2017.10.019 · Cited by 497 · see citing works
“…of products and materials, both within organizations and in the product systems under their stewardship, provide service to end users and their growth determines the amount of additional raw materials needed (Krausmann et al., 2017; Müller, 2006; Müller et al., 2006; Pauliuk and Müller, 2014).”
BackgroundInfluentialModeling Metal Stocks and Flows: A Review of Dynamic Material Flow Analysis Methods
Müller, E., Hilty, L. M., Widmer, R., Schluep, M., & Faulstich, M. (2014) · Environmental Science & Technology · doi:10.1021/es403506a · Cited by 521 · see citing works
Hertwich, E. G., Ali, S., Ciacci, L., Fishman, T., Heeren, N., Masanet, E., Asghari, F. N., Olivetti, E., Pauliuk, S., Tu, Q., et al. (2019) · Environmental Research Letters · doi:10.1088/1748-9326/ab0fe3 · Cited by 477 · see citing works
Projecting future carbon emissions from cement production in developing countries
Cheng, D., Reiner, D. M., Yang, F., Cui, C., Meng, J., Shan, Y., Liu, Y., Tao, S., & Guan, D. (2023) · Nature Communications · doi:10.1038/s41467-023-43660-x · Cited by 437 · see citing works
“The stock-driven model was introduced by Müller 49 in 2006 as an alternative method for simultaneously forecasting resource demand, which is now widely used by the material fl ow analysis community 50 – 53 .”
Urban stock over time: spatial material stock analysis using 4d-GIS
Tanikawa, H., & Hashimoto, S. (2009) · Building Research & Information · doi:10.1080/09613210903169394 · Cited by 403 · see citing works
“When compared with other national-scale estimations based on statistical data (e.g. Dutch constructions incorporate a mineral stock of 500 t/cap, and a timber stock of 3 t/cap; Müller, 2006), the stock of construction minerals per person for Japan was 220 t/cap in 2000 (Hashimoto et al.”
BackgroundResultPauliuk, S., Heeren, N., Berrill, P., Fishman, T., Nistad, A., Tu, Q., Wolfram, P., & Hertwich, E. G. (2021) · Nature Communications · doi:10.1038/s41467-021-25300-4 · Cited by 353 · see citing works
Zeng, A., Chen, W., Rasmussen, K. D., Zhu, X., Lundhaug, M. C., Müller, D. B., Tan, J., Keiding, J. K., Liu, L., Dai, T., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-29022-z · Cited by 333 · see citing works
A model for quantifying construction waste in projects according to the European waste list
Llatas, C. (2011) · Waste Management · doi:10.1016/j.wasman.2011.01.023 · Cited by 326 · see citing works
“In the Netherlands, this procedure was also used to determine the resource demands of a region and its corresponding waste generation and emissions (Müller, 2006).”
MethodStudying construction materials flows and stock: A review
Augiseau, V., & Barles, S. (2016) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2016.09.002 · Cited by 310 · see citing works
Comparative LCA of recycled and conventional concrete for structural applications
Knoeri, C., Sanyé‐Mengual, E., & Althaus, H.-J. (2013) · The International Journal of Life Cycle Assessment · doi:10.1007/s11367-012-0544-2 · Cited by 305 · see citing works
“2000; FOEN 2010) and increasing (Muller 2006; Bergsdal et al. 2007; Hashimoto et al. 2007; Hao et al. 2007) waste fraction in industrialised countries.”
BackgroundStock dynamics and emission pathways of the global aluminium cycle
Liu, G., Bangs, C. E., & Müller, D. B. (2012) · Nature Climate Change · doi:10.1038/nclimate1698 · Cited by 307 · see citing works
The sponge effect and carbon emission mitigation potentials of the global cement cycle
Cao, Z., Myers, R. J., Lupton, R., Duan, H., Sacchi, R., Zhou, N., Miller, T. R., Cullen, J. M., Ge, Q., & Liu, G. (2020) · Nature Communications · doi:10.1038/s41467-020-17583-w · Cited by 302 · see citing works
Taking Stock of Built Environment Stock Studies: Progress and Prospects
Lanau, M., Liu, G., Kral, U., Wiedenhofer, D., Keijzer, E., Yu, C., & Ehlert, C. (2019) · Environmental Science & Technology · doi:10.1021/acs.est.8b06652 · Cited by 297 · see citing works
Industrial ecology in integrated assessment models
Pauliuk, S., Arvesen, A., Stadler, K., & Hertwich, E. G. (2017) · Nature Climate Change · doi:10.1038/nclimate3148 · Cited by 288 · see citing works
Tanikawa, H., Fishman, T., Okuoka, K., & Sugimoto, K. (2015) · Journal of Industrial Ecology · doi:10.1111/jiec.12284 · Cited by 294 · see citing works
The role of in-use stocks in the social metabolism and in climate change mitigation
Pauliuk, S., & Müller, D. B. (2013) · Global Environmental Change · doi:10.1016/j.gloenvcha.2013.11.006 · Cited by 292 · see citing works
“We chose to extend the framework of cohort-lifetimebased dynamic material flow analysis (Baccini and Bader, 1996; Müller, 2006) to assess the direct and indirect resource demand and emissions associated with building up, maintaining, disposing of, and recycling in-use stocks (Pauliuk, 2013).”
BackgroundMethodInfluentialReducing energy and material flows in cities
Weisz, H., & Steinberger, J. K. (2010) · Current Opinion in Environmental Sustainability · doi:10.1016/j.cosust.2010.05.010 · Cited by 279 · see citing works
Huang, T., Shi, F., Tanikawa, H., Fei, J., & Han, J. (2013) · Resources, Conservation and Recycling · doi:10.1016/j.resconrec.2012.12.013 · Cited by 269 · see citing works
Construction and demolition waste management – a holistic evaluation of environmental performance
Dahlbo, H., Bachér, J., Lähtinen, K., Jouttijärvi, T., Suoheimo, P., Mattila, T., Sironen, S., Myllymaa, T., & Saramäki, K. (2015) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2015.02.073 · Cited by 273 · see citing works
Exploring the engine of anthropogenic iron cycles
Müller, D. B., Wang, T., Duval, B. D., & Graedel, T. E. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0603375103 · Cited by 274 · see citing works
The Roles of Energy and Material Efficiency in Meeting Steel Industry CO <sub>2</sub> Targets
Milford, R. L., Pauliuk, S., Allwood, J. M., & Müller, D. B. (2013) · Environmental Science & Technology · doi:10.1021/es3031424 · Cited by 254 · see citing works
Enhancing e-waste estimates: Improving data quality by multivariate Input–Output Analysis
Wang, F., Huisman, J., Stevels, A. L. N., & Baldé, K. (2013) · Waste Management · doi:10.1016/j.wasman.2013.07.005 · Cited by 250 · see citing works
Modelling global material stocks and flows for residential and service sector buildings towards 2050
Deetman, S., Marinova, S., van der Voet, E., van Vuuren, D. P., Edelenbosch, O. Y., & Heijungs, R. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.118658 · Cited by 251 · see citing works
“…average growth rates (Wiedenhofer et al., 2015), historic stock (Fishman et al., 2016) to population based growth, intensity of use curves (Hatayama et al., 2010) or by explicit modelling of lifestyle changes by modelling per capita floor space development (Müller, 2006; Daioglou et al., 2012).”
BackgroundWiedenhofer, D., Steinberger, J. K., Eisenmenger, N., & Haas, W. (2015) · Journal of Industrial Ecology · doi:10.1111/jiec.12216 · Cited by 235 · see citing works
“Based on the results presented in this article and in line with other studies (Hashimoto et al. 2007; Müller 2006; Shi et al. 2012), the following insights emerge: The size of stocks as well as their service lifetimes are the two most important factors driving material use necessary for renewal…”
BackgroundMethodResultInfluentialMoving Toward the Circular Economy: The Role of Stocks in the Chinese Steel Cycle
Pauliuk, S., Wang, T., & Müller, D. B. (2011) · Environmental Science & Technology · doi:10.1021/es201904c · Cited by 234 · see citing works
Outlook of the World Steel Cycle Based on the Stock and Flow Dynamics
Hatayama, H., Daigo, I., Matsuno, Y., & Adachi, Y. (2010) · Environmental Science & Technology · doi:10.1021/es100044n · Cited by 234 · see citing works
Deetman, S., Pauliuk, S., van Vuuren, D. P., van der Voet, E., & Tukker, A. (2018) · Environmental Science & Technology · doi:10.1021/acs.est.7b05549 · Cited by 236 · see citing works
Wiedenhofer, D., Fishman, T., Lauk, C., Haas, W., & Krausmann, F. (2018) · Ecological Economics · doi:10.1016/j.ecolecon.2018.09.010 · Cited by 225 · see citing works
Stephan, A., & Athanassiadis, A. (2017) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2017.09.022 · Cited by 225 · see citing works
Heeren, N., & Hellweg, S. (2019) · Journal of Industrial Ecology · doi:10.1111/jiec.12739 · Cited by 218 · see citing works
“Floor Area Demand until 2055 Similar to D. B. Müller (2006), the model determined annual demand for new future floor area as a function of population size, which was based on the forecast by the Swiss Federal Office for Statistics (reference scenario A-00-2015).”
BackgroundMethodZiemann, S., Müller, D. B., Schebek, L., & Weil, M. (2018) · Resources, Conservation and Recycling · doi:10.1016/j.resconrec.2018.01.031 · Cited by 212 · see citing works
Zhang, Q., Xu, J., Wang, Y., et al. (2017) · Applied Energy · doi:10.1016/j.apenergy.2017.10.084 · Cited by 210 · see citing works
Projection of Construction and Demolition Waste in Norway
Bergsdal, H., Bohne, R. A., & Brattebø, H. (2007) · Journal of Industrial Ecology · doi:10.1162/jiec.2007.1149 · Cited by 197 · see citing works
“Assumptions and calculations of lifetime are widely used in models of stocks and flows, both for buildings and for other products, as described by Müller (2006), Hug and colleagues (2004), Elshkaki and colleagues (2005), Kohler and Hassler (2002), and Johnstone (2001a, 2001b).”
BackgroundMethodResultGlobal construction materials database and stock analysis of residential buildings between 1970-2050
Marinova, S., Deetman, S., van der Voet, E., & Daioglou, V. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.119146 · Cited by 201 · see citing works
“…Johnstone, 2001; Evangelista et al., 2018; Oyarzo and Peuportier, 2014; Ortiz-Rodríguez et al., 2010; Henry et al., 2014; Ezema and Olotuah, 2015; Nemry and Uihlein, 2008; Asif et al., 2005; Cu ellar-Franca and Azapagic, 2012; Buyle et al., 2015; Pajchrowski et al., 2014; Atmaca and Atmaca,…”
BackgroundCritical metals for electromobility: Global demand scenarios for passenger vehicles, 2015–2050
Habib, K., Hansdóttir, S. T., & Habib, H. (2019) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2019.104603 · Cited by 196 · see citing works
Patterns of Iron Use in Societal Evolution
Müller, D. B., Wang, T., & Duval, B. D. (2010) · Environmental Science & Technology · doi:10.1021/es102273t · Cited by 198 · see citing works
Lifespan of Commodities, Part I
Murakami, S., Oguchi, M., Tasaki, T., Daigo, I., & Hashimoto, S. (2010) · Journal of Industrial Ecology · doi:10.1111/j.1530-9290.2010.00250.x · Cited by 191 · see citing works
“The work of Müller (2006), who addressed housing stocks and lifestyle, is one example of final goods research.”
Sandberg, N. H., Sartori, I., Heidrich, O., et al. (2016) · Energy and Buildings · doi:10.1016/j.enbuild.2016.05.100 · Cited by 189 · see citing works
Accounting for the Material Stock of Nations
Fishman, T., Schandl, H., Tanikawa, H., Walker, P., & Krausmann, F. (2014) · Journal of Industrial Ecology · doi:10.1111/jiec.12114 · Cited by 180 · see citing works
“Research has also been conducted into the relationship between flows and stocks (Mueller 2006; Hashimoto et al. 2007, 2009).”
BackgroundDynamic material flow analysis for Norway's dwelling stock
Bergsdal, H., Brattebø, H., Bohne, R. A., & Müller, D. B. (2007) · Building Research & Information · doi:10.1080/09613210701287588 · Cited by 177 · see citing works
“This is the result of a combination of socio-economic and demographic changes, and an ageing building stock (Fatta et al., 2003; Poon et al., 2004a, b; Müller, 2006; Bergsdal et al., 2007).”
BackgroundMethodInfluentialMaterial efficiency: providing material services with less material production
Allwood, J. M., Ashby, M. F., Gutowski, T. G., & Worrell, E. (2013) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2012.0496 · Cited by 174 · see citing works
“This has given rise to a literature on the analysis of material stocks, including steel stocks in various nations [8], steel in the building stock [9] and materials in housing [10].”
BackgroundA Life Cycle Thinking Framework to Mitigate the Environmental Impact of Building Materials
Huang, B., Gao, X., Xu, X., Song, J., Geng, Y., Sarkis, J., Fishman, T., Kua, H.-W., & Nakatani, J. (2020) · One Earth · doi:10.1016/j.oneear.2020.10.010 · Cited by 173 · see citing works
Critical Rare-Earth Elements Mismatch Global Wind-Power Ambitions
Li, J., Peng, K., Wang, P., Zhang, N., Feng, K., Guan, D., Meng, J., Wei, W., & Yang, Q. (2020) · One Earth · doi:10.1016/j.oneear.2020.06.009 · Cited by 168 · see citing works
Iron and steel in Chinese residential buildings: A dynamic analysis
Hu, M., Pauliuk, S., Wang, T., Huppes, G., van der Voet, E., & Müller, D. B. (2009) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2009.10.016 · Cited by 165 · see citing works
Huang, C.-L., Vause, J., Ma, H., & Yu, C. (2012) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2012.08.012 · Cited by 165 · see citing works
“Integrated application of M/SFA and risk estimation Ness et al. (2007) developed a framework for sustainability ssessment tools, and indicated that while risk analysis is a rospective sustainability assessment tool, regional M/SFA is a etrospective tool.”
MethodThe Material Stock–Flow–Service Nexus: A New Approach for Tackling the Decoupling Conundrum
Haberl, H., Wiedenhofer, D., Erb, K., Görg, C., & Krausmann, F. (2017) · Sustainability · doi:10.3390/su9071049 · Cited by 163 · see citing works
“l pion ering work already highlighted the importance of the specific services manded b s ciety, for example m2 of living space, as the driver of building stock ccumulation and subsequent material flows [29,30].”
BackgroundInfluentialLu, W., Webster, C. J., Peng, Y. M., Chen, X., & Zhang, X. (2016) · International Journal of Construction Management · doi:10.1080/15623599.2016.1166548 · Cited by 162 · see citing works
Zhang, C., Zhao, X., Sacchi, R., & You, F. (2023) · Nature Communications · doi:10.1038/s41467-023-37373-4 · Cited by 169 · see citing works
Dynamic Material Flow Analysis for Strategic Construction and Demolition Waste Management in Beijing
Hu, M., van der Voet, E., & Huppes, G. (2010) · Journal of Industrial Ecology · doi:10.1111/j.1530-9290.2010.00245.x · Cited by 157 · see citing works
“dynamic MFA is stock dynamics driven, as applied in work by Binder and colleagues (2001), Johnstone (2001a, 2001b), Müller (2004, 2006), Bergsdal and colleagues (2007a), and Sartori and colleagues (2008).”
BackgroundMethodInfluentialLopez, F. A., Lauinger, D., Vuille, F., et al. (2024) · Nature Communications · doi:10.1038/s41467-024-48554-0 · Cited by 157 · see citing works
Global Patterns and Trends for Non‐Metallic Minerals used for Construction
Miatto, A., Schandl, H., Fishman, T., & Tanikawa, H. (2017) · Journal of Industrial Ecology · doi:10.1111/jiec.12471 · Cited by 154 · see citing works
“Currently, the greatest demand for construction minerals comes from Asia and the Pacific region, which is developing fast, and has yet to accumulate sufficient material stock to enter the phase of demolition and refurbishment—compare this to the case of housing in the Netherlands (Müller 2006).”
BackgroundInfluentialHu, D., You, F., Zhao, Y., et al. (2010) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2010.03.011 · Cited by 154 · see citing works
“…of life ycle, which covers the entire process of urban construction activties from extraction of raw materials, processing, construction, se, reuse and recycle of constructive wastes (Johnstone, 2001; hwieduk, 2003; Meillaud et al., 2005; Müller, 2006; Pulselli et l., 2007; Asif et al., 2007).”
BackgroundLifespan of Commodities, Part II
Oguchi, M., Murakami, S., Tasaki, T., Daigo, I., & Hashimoto, S. (2010) · Journal of Industrial Ecology · doi:10.1111/j.1530-9290.2010.00251.x · Cited by 150 · see citing works
Ai, N., Zheng, J., & Chen, W. (2019) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2019.01.021 · Cited by 149 · see citing works
Krausmann, F., Wiedenhofer, D., & Haberl, H. (2020) · Global Environmental Change · doi:10.1016/j.gloenvcha.2020.102034 · Cited by 146 · see citing works
The role of automobiles for the future of aluminum recycling
Modaresi, R., & Müller, D. B. (2012) · Environmental Science & Technology · doi:10.1021/es300648w · Cited by 138 · see citing works
Modaresi, R., Pauliuk, S., Løvik, A. N., & Müller, D. B. (2014) · Environmental Science & Technology · doi:10.1021/es502930w · Cited by 137 · see citing works
A database seed for a community-driven material intensity research platform
Heeren, N., & Fishman, T. (2019) · Scientific Data · doi:10.1038/s41597-019-0021-x · Cited by 136 · see citing works
Hatayama, H., Daigo, I., Matsuno, Y., et al. (2012) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2012.06.006 · Cited by 134 · see citing works
Endogenizing Capital in MRIO Models: The Implications for Consumption-Based Accounting
Södersten, C., Wood, R. A., & Hertwich, E. G. (2018) · Environmental Science & Technology · doi:10.1021/acs.est.8b02791 · Cited by 134 · see citing works
Dynamics of urban and rural housing stocks in China
Hu, M., Bergsdal, H., van der Voet, E., Huppes, G., & Müller, D. B. (2010) · Building Research & Information · doi:10.1080/09613211003729988 · Cited by 133 · see citing works
“The model developed in this study was based on a generic dynamic material flow analysis (MFA) model presented by Müller (2006) for simultaneously determining resource demand and waste generation through estimations of the population, its lifestyle, material intensity, and product lifetime.”
BackgroundMethodInfluentialMiatto, A., Schandl, H., & Tanikawa, H. (2017) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2017.01.015 · Cited by 137 · see citing works
Development of bottom-up model to estimate dynamic carbon emission for city-scale buildings
Yang, J., Zhang, D., Guo, S., et al. (2022) · Applied Energy · doi:10.1016/j.apenergy.2022.120410 · Cited by 130 · see citing works
Pauliuk, S., Kondo, Y., Nakamura, S., & Nakajima, K. (2016) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2016.09.029 · Cited by 127 · see citing works
“lifestyle to levels of in-use stocks and that apply stock-driven modelling (Müller, 2006) to build 85 scenarios for future metal cycles, including the levels of primary and secondary production 86 (Liu et al.”
Impact of the establishment of US offshore wind power on neodymium flows
Fishman, T., & Graedel, T. E. (2019) · Nature Sustainability · doi:10.1038/s41893-019-0252-z · Cited by 128 · see citing works
Toward a Low Carbon–Dematerialization Society
Shi, F., Huang, T., Tanikawa, H., Han, J., Hashimoto, S., & Moriguchi, Y. (2012) · Journal of Industrial Ecology · doi:10.1111/j.1530-9290.2012.00523.x · Cited by 125 · see citing works
“The demand for housing is driven by per capita GDP and the urbanization ratio (Hu et al. 2010a; Müller 2006).”
InfluentialMaterial stocks in Germany's non-domestic buildings: a new quantification method
Ortlepp, R., Gruhler, K., & Schiller, G. (2015) · Building Research & Information · doi:10.1080/09613218.2016.1112096 · Cited by 121 · see citing works
“Top-down approaches (e.g., Fishman, Schandl, Tanikawa, Walker, & Krausmann, 2014; Kartam, Al-Mutairi, Al-Ghusain, & AlHumoud, 2004; Müller, 2006) provide almost no classification by type of materials and are unable to distinguish between different forms of building stock such as domestic and…”
China's building stock estimation and energy intensity analysis
Huo, T., Cai, W., Ren, H., et al. (2018) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2018.10.060 · Cited by 115 · see citing works
“For example, Ref (Müller, 2006). developed an archetypal dynamic material flow analysis (MFA) model and used this model to calculate and predict the housing stock of Netherlands from 1900 to 2100, and then projected the resource demands and waste emissions.”
BackgroundMethodInfluentialHuo, T., Xu, L., Liu, B., et al. (2022) · Applied Energy · doi:10.1016/j.apenergy.2022.119828 · Cited by 114 · see citing works
Gontia, P., Nägeli, C., Rosado, L., Kalmykova, Y., & Österbring, M. (2018) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2017.11.022 · Cited by 111 · see citing works
“…future expansion and maintenance of the stock (Wiedenhofer et al., 2015), the dynamics of material stock due to population and lifestyle variations (Müller, 2006; Hu et al., 2010), correlations between material stock dynamics and socio-economic indicators (Fishman et al., 2015), the loss of…”
BackgroundAnalysis of material stock accumulation in China’s infrastructure and its regional disparity
Han, J., & Xiang, W. (2012) · Sustainability Science · doi:10.1007/s11625-012-0196-y · Cited by 111 · see citing works
“In the above equation, D is the building demolition rate, which can be defined by a normal distribution function, which is commonly reported in the existing literature (OECD 2001; Muller 2006; Hu et al. 2010a).”
BackgroundWatari, T., McLellan, B. C., Ogata, S., & Tezuka, T. (2018) · Minerals · doi:10.3390/min8040156 · Cited by 111 · see citing works
Zhang, Y., Hu, S., Guo, F., et al. (2022) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2022.132086 · Cited by 109 · see citing works
Stock dynamics and emission pathways of the global aluminum cycle
Müller, D. B., Liu, G., & Bangs, C. E. (2013) · Springer eBooks · doi:10.1007/978-3-319-48763-2_19 · Cited by 108 · see citing works
Residential building material stocks and component-level circularity: The case of Singapore
Arora, M., Raspall, F., Cheah, L., & Silva, A. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.01.199 · Cited by 96 · see citing works
Changing patterns and determinants of infrastructures’ material stocks in Chinese cities
Huang, C., Han, J., & Chen, W. (2016) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2016.06.014 · Cited by 104 · see citing works
Pauliuk, S., Sjöstrand, K., & Müller, D. B. (2013) · Journal of Industrial Ecology · doi:10.1111/j.1530-9290.2012.00571.x · Cited by 102 · see citing works
“The lifetime model (Baccini and Bader 1996; Müller 2006) keeps track of individual cohorts and has recently been extended to distinguish different types within a given cohort (Pauliuk et al. 2012).”
Höglmeier, K., Weber-Blaschke, G., & Richter, K. (2013) · Resources, Conservation and Recycling · doi:10.1016/j.resconrec.2013.07.004 · Cited by 139 · see citing works
Materials in Germany’s domestic building stock: calculation model and uncertainties
Ortlepp, R., Gruhler, K., & Schiller, G. (2018) · Building Research & Information · doi:10.1080/09613218.2016.1264121 · Cited by 96 · see citing works
“However, both types of uncertainty must be taken into account in order to estimate better the level of uncertainty in derived results, such as shown by Müller (2006).”
BackgroundInfluentialSprecher, B., Verhagen, T. J., Sauer, M. L., Baars, M., Heintz, J. L., & Fishman, T. (2021) · Journal of Industrial Ecology · doi:10.1111/jiec.13143 · Cited by 98 · see citing works
Fishman, T., Schandl, H., & Tanikawa, H. (2016) · Environmental Science & Technology · doi:10.1021/acs.est.5b05790 · Cited by 97 · see citing works
Material flow analysis of the residential building stock at the city of Rio de Janeiro
Condeixa, K., Haddad, A., & Boer, D. (2017) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2017.02.080 · Cited by 86 · see citing works
Hashimoto, S., Tanikawa, H., & Moriguchi, Y. (2009) · Waste Management · doi:10.1016/j.wasman.2009.06.011 · Cited by 96 · see citing works
Pauliuk, S., & Heeren, N. (2019) · Journal of Industrial Ecology · doi:10.1111/jiec.12952 · Cited by 96 · see citing works
Statistical and geographical study on demolished buildings
Huuhka, S., & Lahdensivu, J. (2014) · Building Research & Information · doi:10.1080/09613218.2014.980101 · Cited by 96 · see citing works
“The models assume and apply normal distribution for lifetime and demolition profiles of dwellings (Müller, 2006; Sartori et al., 2008), because there is lack of data on real lifetimes and demolition times.”
BackgroundGerst, M. D. (2009) · Environmental Science & Technology · doi:10.1021/es900845v · Cited by 94 · see citing works
Modeling material flows and stocks of the road network in the United States 1905–2015
Miatto, A., Schandl, H., Wiedenhofer, D., et al. (2017) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2017.08.024 · Cited by 93 · see citing works
Wuyts, W., Miatto, A., Sedlitzky, R., & Tanikawa, H. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.05.258 · Cited by 94 · see citing works
Industrial metabolism of PVC in China: A dynamic material flow analysis
Zhou, Y., Yang, N., & Hu, S. (2013) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2012.12.016 · Cited by 93 · see citing works
Urban buildings material intensity in China from 1949 to 2015
Yang, D., Guo, J., Sun, L.-W., Shi, F., Liu, J., & Tanikawa, H. (2020) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2020.104824 · Cited by 87 · see citing works
Global material flow analysis of glass: From raw materials to end of life
Westbroek, C. D., Bitting, J. J., Craglia, M., Azevedo, J. M. C., & Cullen, J. M. (2021) · Journal of Industrial Ecology · doi:10.1111/jiec.13112 · Cited by 95 · see citing works
Managing Critical Materials with a Technology-Specific Stocks and Flows Model
Busch, J., Steinberger, J. K., Dawson, D., Purnell, P., & Roelich, K. E. (2013) · Environmental Science & Technology · doi:10.1021/es404877u · Cited by 92 · see citing works
The socio-economic drivers of material stock accumulation in Japan's prefectures
Fishman, T., Schandl, H., & Tanikawa, H. (2015) · Ecological Economics · doi:10.1016/j.ecolecon.2015.03.001 · Cited by 89 · see citing works
“, 2011) or used information on socio-economic demand for stock to model future stocks (Müller, 2006; Bergsdal et al., 2007; Hu et al., 2010; Huang et al., 2013).”
BackgroundCao, Z., Liu, G., Duan, H., Xi, F., Liu, G., & Yang, W. (2019) · Applied Energy · doi:10.1016/j.apenergy.2019.01.106 · Cited by 88 · see citing works
Aluminium use in passenger cars poses systemic challenges for recycling and GHG emissions
Billy, R. G., & Müller, D. B. (2022) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2022.106827 · Cited by 91 · see citing works
Resourcing the Fairytale Country with Wind Power: A Dynamic Material Flow Analysis
Cao, Z., O’Sullivan, C., Tan, J., et al. (2019) · Environmental Science & Technology · doi:10.1021/acs.est.9b03765 · Cited by 86 · see citing works
Vásquez, E. M. F., Løvik, A. N., Sandberg, N. H., & Müller, D. B. (2015) · Energy and Buildings · doi:10.1016/j.enbuild.2015.11.018 · Cited by 88 · see citing works
Fishman, T., Heeren, N., Pauliuk, S., Berrill, P., Tu, Q., Wolfram, P., & Hertwich, E. G. (2021) · Journal of Industrial Ecology · doi:10.1111/jiec.13122 · Cited by 85 · see citing works
“…for specificmaterial cycles are common in industrial ecology, (Fishman et al., 2014; Kayo et al. (2019); Hatayama et al., 2010; Liu et al., 2013; Müller, 2006; Voet et al., 2019) and beyond (van Ruijven et al., 2016), but these assessments start with material consumption or in-use material…”
BackgroundSartori, I., Bergsdal, H., Müller, D. B., & Brattebø, H. (2008) · Building Research & Information · doi:10.1080/09613210802184312 · Cited by 85 · see citing works
“In order to improve the understanding of the dwelling stock dynamics, several authors call for, or make use of, dynamic modelling (Johnstone, 2001a, 2001b; Kohler and Hassler, 2002; Müller et al., 2004; Müller, 2006; Bergsdal et al., 2007a, 2007b; Bradley and Kohler, 2007).”
Influential
- Authors
- B. Müller, D.
- Venue
- Ecological Economics
- Publisher
- Elsevier BV
- Published
- 2006-08
- Volume
- 59
- Issue
- 1
- Pages
- 142-156
- ISSN
- 0921-8009 (ISSN-L)
- OpenAlex
- W2061335538
- Semantic Scholar
- d742683694c3ee580da83d3710ec7a465da7026a
- Cited by
- 513
- References
- 32
- Citations by year
- 2026: 36 · 2025: 33 · 2024: 39 · 2023: 37 · 2022: 35 · 2021: 41 · 2020: 35 · 2019: 37 · 2018: 31 · 2017: 32 · 2016: 27 · 2015: 28 · 2014: 26 · 2013: 19 · 2012: 16
- FWCI
- 5.58
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Ecological Economics (publishedVersion)
- Topics
- Physical Sciences › Environmental Science › Environmental Engineering › Sustainability and Ecological Systems Analysis
- Physical Sciences › Environmental Science › Environmental Engineering › Environmental Impact and Sustainability
- Physical Sciences › Environmental Science › Management, Monitoring, Policy and Law › Sustainable Development and Environmental Policy
- Keywords
- material flow accounting, concrete, construction and demolition waste, lifestyle, resource requirements, waste generation, durable goods, fixed capital stock, material cycling, housing, Netherlands
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