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Ding T, Steubing B, Achten WMJ. Coupling optimization with territorial LCA to support agricultural land-use planning. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 328:116946. [PMID: 36527805 DOI: 10.1016/j.jenvman.2022.116946] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 11/23/2022] [Accepted: 11/28/2022] [Indexed: 06/17/2023]
Abstract
The life cycle assessment framework was adapted to the territorial level (the "territorial LCA") to assess the environmental impacts and services of land-use planning scenarios. Given the various geographical conditions of the territory, the potential alternatives of land-use scenarios could be enormous. To prevent the iterative process of proposing and comparing alternative scenarios, this work aims to move one step further to automatically generate optimal planning scenarios by linking the novel territorial LCA with multi-objective optimization (MOO). A fuzzy optimization approach is adopted to deal with the trade-offs among objectives and to generate optimized scenarios, minimizing the environmental damages and maximizing the satisfaction level of the desired land-use functions subjected to constraints such as area availability and demand. Geographical Information System (GIS) is employed to manipulate geographic datasets for spatial assessment. An illustrative case study tests the novel integrated method (the territorial LCA, MOO, and GIS) on its ability to propose optimal land-use planning for bioenergy production in a region in Belgium. The study results reveal the competition of land uses for different energy products, the trade-offs among impact categories, and potential impacts on other territories if implementing optimal land planning for the territory under study. The optimization outcomes can help decision-making on the optimal locations for different crop types (i.e., miscanthus, willow, and maize in the case study) and utilizations (i.e., electricity, heat, biogas, and bioethanol in this study) complying with the objectives and constraints. This integrated tool holds the potential to assist policymakers when deciding on how to use the territory facing the global context of increasing demands for multiple uses of bio-based products, such as for food, feed, fuel, fiber, and chemicals. Limitations of the current method and its potential for real-world applications are discussed, such as expanding the scope to include life cycle sustainability assessment and taking farmers' behavior and crop rotation into account.
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Affiliation(s)
- Tianran Ding
- Institute for Environmental Management and Land-use Planning, Université Libre de Bruxelles (ULB), Av. FD. Roosevelt 50, 1050, Brussels, Belgium.
| | - Bernhard Steubing
- Institute of Environmental Sciences (CML), Leiden University, 2300, RA Leiden, the Netherlands
| | - Wouter M J Achten
- Institute for Environmental Management and Land-use Planning, Université Libre de Bruxelles (ULB), Av. FD. Roosevelt 50, 1050, Brussels, Belgium.
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Haupt M, Kägi T, Hellweg S. Modular life cycle assessment of municipal solid waste management. WASTE MANAGEMENT (NEW YORK, N.Y.) 2018; 79:815-827. [PMID: 29861114 DOI: 10.1016/j.wasman.2018.03.035] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 02/27/2018] [Accepted: 03/23/2018] [Indexed: 06/08/2023]
Abstract
Life cycle assessment (LCA) is commonly applied to examine the environmental performance of waste management systems. The system boundaries are, however, often limited to either one tonne of material or to specific waste treatments and are, therefore, lacking a systems perspective. Here, a framework is proposed to assess complete waste management systems based on actual waste flows, assessed with a detailed material flow analysis (MFA) in a modular MFA/LCA approach. The transformation of the MFA into a product-process-matrix facilitates a direct link between MFA and LCA, therefore allowing for the assessment of variations in flows. To allow for an up-to-date and geographically specific assessment, 190 LCA modules were set up based on primary industrial data and the ecoinvent database. The LCA modules show where there have been improvements in different recycling processes over the past years (e.g. for paper recycling) and highlight that, from an environmental perspective, closed-loop recycling is not always preferable to open-loop recycling. In a case study, the Swiss municipal solid waste management system, of which there is already a detailed MFA, was modeled using the new LCA modules and applying the modular MFA/LCA approach. Five different mass flow distribution scenarios for the Swiss municipal solid waste management system were assessed to show the environmental impact of political measures and to test the sensitivity of the results to key parameters. The results of the case study highlight the importance of the dominant fractions in the overall environmental impacts assessment; while the metal fraction has the highest impact on a per kilogram basis, paper, cardboard, glass and mixed municipal solid waste were found to dominate the environmental impacts of the Swiss waste management system due to their mass. The scenarios also highlight the importance of the energy efficiency of municipal solid waste incineration plants and the credits from material substitution as key variables. In countries with advanced waste management systems such as Switzerland, there is limited improvement potential with further increases in recycling rates. In these cases, the focus of political measures should be laid on (i) the utilization of secondary materials in applications where they replace high-impact primary production, and (ii) an increased recovery of energy in waste-to-energy plants.
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Affiliation(s)
- M Haupt
- ETH Zurich, Institute of Environmental Engineering, John-von-Neumann Weg 9, CH-8093 Zurich, Switzerland.
| | - T Kägi
- Carbotech AG, Gasometerstrasse 9, CH-8005 Zürich, Switzerland
| | - S Hellweg
- ETH Zurich, Institute of Environmental Engineering, John-von-Neumann Weg 9, CH-8093 Zurich, Switzerland
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Carbon Footprints of Urban Residential Buildings: A Household Survey-Based Approach. SUSTAINABILITY 2018. [DOI: 10.3390/su10041131] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Ohno H, Matsubae K, Nakajima K, Kondo Y, Nakamura S, Fukushima Y, Nagasaka T. Optimal Recycling of Steel Scrap and Alloying Elements: Input-Output based Linear Programming Method with Its Application to End-of-Life Vehicles in Japan. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2017; 51:13086-13094. [PMID: 29111691 DOI: 10.1021/acs.est.7b04477] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Importance of end-of-life vehicles (ELVs) as an urban mine is expected to grow, as more people in developing countries are experiencing increased standards of living, while the automobiles are increasingly made using high-quality materials to meet stricter environmental and safety requirements. While most materials in ELVs, particularly steel, have been recycled at high rates, quality issues have not been adequately addressed due to the complex use of automobile materials, leading to considerable losses of valuable alloying elements. This study highlights the maximal potential of quality-oriented recycling of ELV steel, by exploring the utilization methods of scrap, sorted by parts, to produce electric-arc-furnace-based crude alloy steel with minimal losses of alloying elements. Using linear programming on the case of Japanese economy in 2005, we found that adoption of parts-based scrap sorting could result in the recovery of around 94-98% of the alloying elements occurring in parts scrap (manganese, chromium, nickel, and molybdenum), which may replace 10% of the virgin sources in electric arc furnace-based crude alloy steel production.
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Affiliation(s)
- Hajime Ohno
- Department of Chemical Engineering, Graduate School of Engineering, Tohoku University , 6-6-07 Aramaki Aza Aoba, Aoba-ku, Sendai, Miyagi 980-8579, Japan
| | - Kazuyo Matsubae
- Department of Environmental Study for Advanced Society, Graduate School of Environmental Studies, Tohoku University , 468-1 Aramaki Aza Aoba, Aoba-ku, Sendai Miyagi 980-0845, Japan
| | - Kenichi Nakajima
- Center for Material Cycles and Waste Management, National Institute for Environmental Studies , 16-2 Onogawa, Tsukuba, Ibaraki 305-8506, Japan
| | - Yasushi Kondo
- Faculty of Political Science and Economics, Waseda University , 1-6-1 Nishi-waseda, Shinjuku-ku, Tokyo 169-8050, Japan
| | - Shinichiro Nakamura
- Faculty of Political Science and Economics, Waseda University , 1-6-1 Nishi-waseda, Shinjuku-ku, Tokyo 169-8050, Japan
| | - Yasuhiro Fukushima
- Department of Chemical Engineering, Graduate School of Engineering, Tohoku University , 6-6-07 Aramaki Aza Aoba, Aoba-ku, Sendai, Miyagi 980-8579, Japan
| | - Tetsuya Nagasaka
- Department of Metallurgy, Graduate School of Engineering, Tohoku University , 6-6-02 Aramaki Aza Aoba, Aoba-ku, Sendai, Miyagi 980-8579, Japan
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Höglmeier K, Steubing B, Weber-Blaschke G, Richter K. LCA-based optimization of wood utilization under special consideration of a cascading use of wood. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2015; 152:158-70. [PMID: 25660355 DOI: 10.1016/j.jenvman.2015.01.018] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Revised: 12/12/2014] [Accepted: 01/14/2015] [Indexed: 05/06/2023]
Abstract
Cascading, the use of the same unit of a resource in multiple successional applications, is considered as a viable means to improve the efficiency of resource utilization and to decrease environmental impacts. Wood, as a regrowing but nevertheless limited and increasingly in demand resource, can be used in cascades, thereby increasing the potential efficiency per unit of wood. This study aims to assess the influence of cascading wood utilization on optimizing the overall environmental impact of wood utilization. By combining a material flow model of existing wood applications - both for materials provision and energy production - with an algebraic optimization tool, the effects of the use of wood in cascades can be modelled and quantified based on life cycle impact assessment results for all production processes. To identify the most efficient wood allocation, the effects of a potential substitution of non-wood products were taken into account in a part of the model runs. The considered environmental indicators were global warming potential, particulate matter formation, land occupation and an aggregated single score indicator. We found that optimizing either the overall global warming potential or the value of the single score indicator of the system leads to a simultaneous relative decrease of all other considered environmental impacts. The relative differences between the impacts of the model run with and without the possibility of a cascading use of wood were 7% for global warming potential and the single score indicator, despite cascading only influencing a small part of the overall system, namely wood panel production. Cascading led to savings of up to 14% of the annual primary wood supply of the study area. We conclude that cascading can improve the overall performance of a wood utilization system.
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Affiliation(s)
- Karin Höglmeier
- Chair of Wood Science, Center for Life Sciences Weihenstephan, Technische Universität München, Winzererstr. 45, 80797 Munich, Germany.
| | - Bernhard Steubing
- Group for Ecological Systems Design, Institute of Environmental Engineering, ETH Zurich, John-von-Neumann-Weg 9, 8093 Zurich, Switzerland.
| | - Gabriele Weber-Blaschke
- Chair of Wood Science, Center for Life Sciences Weihenstephan, Technische Universität München, Winzererstr. 45, 80797 Munich, Germany
| | - Klaus Richter
- Chair of Wood Science, Center for Life Sciences Weihenstephan, Technische Universität München, Winzererstr. 45, 80797 Munich, Germany
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