{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T00:44:50Z","timestamp":1771980290593,"version":"3.50.1"},"reference-count":64,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T00:00:00Z","timestamp":1748476800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior (CAPES)","award":["001"],"award-info":[{"award-number":["001"]}]},{"name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","award":["001"],"award-info":[{"award-number":["001"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Logistics"],"abstract":"<jats:p>Background: Brazil\u2019s bioethanol supply chain is vital for global energy security and climate action but remains vulnerable to climate disruptions, market volatility, and conflicting stakeholder interests. While resilience strategies exist, they often overlook the potential of circular economy (CE) principles. Methods: This study proposes an integrated decision-support framework that combines Strategic Options Development and Analysis (SODA), the Composition of Probabilistic Preferences (CPP), and the Rank-Order Centroid (ROC) method to prioritize CE strategies under uncertainty. The approach incorporates stakeholder input and probabilistic modeling to evaluate 20 alternatives across 10 criteria. Results: The analysis identified climate risk modeling, biogas utilization, and blockchain-enabled traceability as the most effective strategies for improving supply chain resilience. The model demonstrated strong robustness, maintaining 95% consistency in rankings under varied decision-making scenarios. Conclusions: This research presents a novel, structured method for supporting complex decisions in uncertain environments. By integrating CE principles and group decision-making tools, the study offers valuable guidance for policymakers and industry leaders seeking to build more resilient and sustainable bioethanol supply chains.<\/jats:p>","DOI":"10.3390\/logistics9020071","type":"journal-article","created":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T03:30:19Z","timestamp":1748489419000},"page":"71","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Circular Strategic Options for Ethanol Supply Chain Resilience Under Uncertainties Using a Composition of Probabilities Group Decision Model"],"prefix":"10.3390","volume":"9","author":[{"given":"Edson da Silva","family":"Santos","sequence":"first","affiliation":[{"name":"Department of Management Engineering, Federal University of Alagoas, Macei\u00f3 57309-005, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3940-8041","authenticated-orcid":false,"given":"Wesley Douglas Oliveira","family":"Silva","sequence":"additional","affiliation":[{"name":"Department of Management Engineering, Federal University of Alagoas, Macei\u00f3 57309-005, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1436-8311","authenticated-orcid":false,"given":"Marcele Elisa","family":"Fontana","sequence":"additional","affiliation":[{"name":"Department of Mechanical Engineering, Technology and Geosciences Center, Federal University of Pernambuco (UFPE), Recife 50740-550, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4891-1754","authenticated-orcid":false,"given":"Pedro Carmona","family":"Marques","sequence":"additional","affiliation":[{"name":"RCM2+, Faculty of Engineering, Lus\u00f3fona University, Campo Grande 376, 1749-024 Lisbon, Portugal"},{"name":"Department of Mechanical Engineering, Instituto Superior de Engenharia de Lisboa, Polytechnic Institute of Lisbon, R. Conselheiro Em\u00eddio Navarro 1, 1959-007 Lisbon, Portugal"}]},{"given":"Hemmylly Cawanne","family":"Pedro","sequence":"additional","affiliation":[{"name":"Department of Management Engineering, Federal University of Alagoas, Macei\u00f3 57309-005, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1424-946X","authenticated-orcid":false,"given":"Renata de Oliveira","family":"Mota","sequence":"additional","affiliation":[{"name":"Department of Production Engineering, Federal University of Para\u00edba (UFPB), Jo\u00e3o Pessoa 58051-900, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1981-0997","authenticated-orcid":false,"given":"Vilmar","family":"Nepomuceno","sequence":"additional","affiliation":[{"name":"Department of Software Engineering, Federal Institute of Pernambuco (IFPE), Recife 50740-545, Brazil"}]}],"member":"1968","published-online":{"date-parts":[[2025,5,29]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"7798","DOI":"10.1016\/j.matpr.2021.02.330","article-title":"An initiative towards sustainability in the petroleum industry: A review","volume":"46","author":"Bathrinath","year":"2021","journal-title":"Mater. Today Proc."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"115653","DOI":"10.1016\/j.apenergy.2020.115653","article-title":"Sustainable Sugarcane-to-Bioethanol Supply Chain Network Design: A Robust Possibilistic Programming Model","volume":"278","author":"Gilani","year":"2020","journal-title":"Appl. Energy"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"742","DOI":"10.1016\/j.biortech.2014.07.022","article-title":"A Mini Review on Renewable Sources for Biofuel","volume":"169","author":"Ho","year":"2014","journal-title":"Bioresour. Technol."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1007\/s10098-019-01773-2","article-title":"Robust Design of a Sustainable and Resilient Bioethanol Supply Chain under Operational and Disruption Risks","volume":"22","author":"Ghaderi","year":"2020","journal-title":"Clean Technol. Environ. Policy"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"1738","DOI":"10.1016\/j.compchemeng.2011.02.008","article-title":"Optimal Design and Global Sensitivity Analysis of Biomass Supply Chain Networks for Biofuels under Uncertainty","volume":"35","author":"Kim","year":"2011","journal-title":"Comput. Chem. Eng."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"72","DOI":"10.4236\/jsbs.2016.63008","article-title":"A Review on 1st and 2nd Generation Bioethanol Production-Recent Progress","volume":"6","author":"Muktham","year":"2016","journal-title":"J. Sustain. Bioenergy Syst."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"102166","DOI":"10.1016\/j.simpat.2020.102166","article-title":"Simulation-Optimization Methods for Designing and Assessing Resilient Supply Chain Networks under Uncertainty Scenarios: A Review","volume":"106","author":"Tordecilla","year":"2021","journal-title":"Simul. Model. Pract. Theory"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1016\/j.biombioe.2016.12.015","article-title":"Resiliency Optimization of Biomass to Biofuel Supply Chain Incorporating Regional Biomass Pre-Processing Depots","volume":"97","author":"Maheshwari","year":"2017","journal-title":"Biomass Bioenergy"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1006","DOI":"10.1002\/aic.16513","article-title":"Resilient Supply Chain Design and Operations with Decision-dependent Uncertainty Using a Data-driven Robust Optimization Approach","volume":"65","author":"Zhao","year":"2019","journal-title":"AIChE J."},{"key":"ref_10","unstructured":"Foreign Agricultural Service (2024). Brazil: Biofuels Annual."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"114299","DOI":"10.1016\/j.rser.2024.114299","article-title":"Multi-Objective Optimization of the First and Second-Generation Ethanol Supply Chain in Brazil Using the Water-Energy-Food-Land Nexus Approach","volume":"193","author":"Machado","year":"2024","journal-title":"Renew. Sustain. Energy Rev."},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Carvajal, J., Sarache, W., and Costa, Y. (2024). Economic Justice in the Design of a Sugarcane-Derived Biofuel Supply Chain: A Fair Profit Distribution Approach. Logistics, 8.","DOI":"10.3390\/logistics8040122"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1016\/j.erss.2017.06.008","article-title":"Business Storytelling about Energy and Climate Change: The Case of Brazil\u2019s Ethanol Industry","volume":"31","author":"Lahsen","year":"2017","journal-title":"Energy Res. Soc. Sci."},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Hashemi-Tabatabaei, M., Amiri, M., and Keshavarz-Ghorabaee, M. (2024). Gresilient Supplier Evaluation and Selection under Uncertainty Using a Novel Streamlined Full Consistency Method. Logistics, 8.","DOI":"10.3390\/logistics8030090"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"137065","DOI":"10.1016\/j.scitotenv.2020.137065","article-title":"A New Circular Business Model Typology for Creating Value from Agro-Waste","volume":"716","author":"Donner","year":"2020","journal-title":"Sci. Total Environ."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"5","DOI":"10.22215\/timreview\/1000","article-title":"A Framework for Sustainable Circular Business Model Innovation","volume":"6","author":"Antikainen","year":"2016","journal-title":"Technol. Innov. Manag. Rev."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"111314","DOI":"10.1016\/j.rser.2021.111314","article-title":"Circular Economy in the Agro-Industry: Integrated Environmental Assessment of Dairy Products","volume":"148","author":"Oliveira","year":"2021","journal-title":"Renew. Sustain. Energy Rev."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1007\/s43615-024-00409-y","article-title":"Leveraging Enablers and Performance Metrics for Building Industrial Circular Supply Chain: A Hybrid Multi-Criteria Decision-Making Approach","volume":"5","author":"Vyas","year":"2025","journal-title":"Circ. Econ. Sustain."},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Bello, A.O., and Mbhele, T.P. (2024). A Fuzzy-AHP Multi-Criteria Decision-Making Approach for a Sustainable Supply Chain of Rice Farming Stakeholders in Edu-Patigi LGA, Kwara State, Nigeria. Sustainability, 16.","DOI":"10.3390\/su16051751"},{"key":"ref_20","doi-asserted-by":"crossref","unstructured":"Wang, J., Chang, J., and Wu, Y. (2020). The Optimal Production Decision of Competing Supply Chains When Considering Green Degree: A Game-Theoretic Approach. Sustainability, 12.","DOI":"10.3390\/su12187413"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"2678","DOI":"10.1016\/j.egyr.2025.01.077","article-title":"Carbon Reduction Decision-Making in the Supply Chain Considering Carbon Allowances and Bidirectional Option Trading Mode of Carbon Emission Rights","volume":"13","author":"Wang","year":"2025","journal-title":"Energy Rep."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"2605","DOI":"10.1108\/JBIM-12-2023-0742","article-title":"Toward a sustainable future: Integrating circular economy in the digitally advanced supply chain","volume":"39","author":"Koppiahraj","year":"2024","journal-title":"J. Bus. Ind. Mark."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"174","DOI":"10.1016\/j.jclepro.2017.08.126","article-title":"A Decisional Simulation-Optimization Framework for Sustainable Facility Location of a Biodiesel Plant in Colombia","volume":"167","author":"Costa","year":"2017","journal-title":"J. Clean. Prod."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"102553","DOI":"10.1016\/j.tre.2021.102553","article-title":"Optimization Models for Supply Chains under Risk, Uncertainty, and Resilience: A State-of-the-Art Review and Future Research Directions","volume":"157","author":"Suryawanshi","year":"2022","journal-title":"Transp. Res. Part E Logist. Transp. Rev."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"164","DOI":"10.1016\/j.spc.2021.03.033","article-title":"A Set of Principles for Applying Circular Economy to the PV Industry: Modeling a Closed-Loop Material Cycle System for Crystalline Photovoltaic Panels","volume":"28","author":"Aguilera","year":"2021","journal-title":"Sustain. Prod. Consum."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"629","DOI":"10.1007\/s10479-021-03946-z","article-title":"Optimal sustainability assessment method selection: A practitioner perspective","volume":"324","author":"Koppiahraj","year":"2023","journal-title":"Ann. Oper. Res."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"10865","DOI":"10.1007\/s10668-023-03445-0","article-title":"Multi-Purpose Biorefineries and Their Social Impacts: A Systematic Literature Review","volume":"26","author":"Santos","year":"2023","journal-title":"Environ. Dev. Sustain."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"13117","DOI":"10.1007\/s10668-023-04112-0","article-title":"Evaluation of the Social Impacts of Small- and Medium-Sized Biorefineries in the Southern Coast Territory of Bahia Considering the Selection of Technologies for Bioactives: An MCDA Model","volume":"26","author":"Santos","year":"2023","journal-title":"Environ. Dev. Sustain."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"131741","DOI":"10.1016\/j.jclepro.2022.131741","article-title":"Designing a Resilient and Sustainable Biomass Supply Chain Network through the Optimization Approach under Uncertainty and the Disruption","volume":"359","author":"Salehi","year":"2022","journal-title":"J. Clean. Prod."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"27485","DOI":"10.1007\/s10668-023-03769-x","article-title":"Resilient and Sustainable Supply Chain Design and Planning under Supply Disruption Risk Using a Multi-Objective Scenario-Based Robust Optimization Model","volume":"26","author":"Safari","year":"2023","journal-title":"Environ. Dev. Sustain."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"840","DOI":"10.1016\/j.apenergy.2012.08.049","article-title":"Modeling and Analysing Storage Systems in Agricultural Biomass Supply Chain for Cellulosic Ethanol Production","volume":"102","author":"Ebadian","year":"2013","journal-title":"Appl. Energy"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"106593","DOI":"10.1016\/j.compchemeng.2019.106593","article-title":"Resilient Design of Biomass to Energy System Considering Uncertainty in Biomass Supply","volume":"131","author":"Soren","year":"2019","journal-title":"Comput. Chem. Eng."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"142850","DOI":"10.1016\/j.jclepro.2024.142850","article-title":"Framework to Supporting Monitoring the Circular Economy in the Context of Industry 5.0: A Proposal Considering Circularity Indicators, Digital Transformation, and Sustainability","volume":"466","author":"Payer","year":"2024","journal-title":"J. Clean. Prod."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"615","DOI":"10.1016\/S0377-2217(03)00061-4","article-title":"Cognitive Mapping Expert Views for Policy Analysis in the Public Sector","volume":"152","author":"Eden","year":"2004","journal-title":"Eur. J. Oper. Res."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"834","DOI":"10.1016\/j.ejor.2008.07.030","article-title":"A Graph-Theoretic Perspective on the Links-to-Concepts Ratio Expected in Cognitive Maps","volume":"197","author":"Georgiou","year":"2009","journal-title":"Eur. J. Oper. Res."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1016\/j.jclepro.2017.02.160","article-title":"Integrative Negotiation Model to Support Water Resources Management","volume":"150","author":"Medeiros","year":"2017","journal-title":"J. Clean. Prod."},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Guarnieri, P., Camara E Silva, L., and Vieira, B. (2020). How to Assess Reverse Logistics of E-Waste Considering a Multicriteria Perspective? A Model Proposition. Logistics, 4.","DOI":"10.3390\/logistics4040025"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"392","DOI":"10.1016\/j.ejor.2012.06.010","article-title":"Messing about in Transformations: Structured Systemic Planning for Systemic Solutions to Systemic Problems","volume":"223","author":"Georgiou","year":"2012","journal-title":"Eur. J. Oper. Res."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1590\/S0101-74382002000100006","article-title":"Aleatoriza\u00e7\u00e3o e Composi\u00e7\u00e3o de Medidas de Prefer\u00eancia","volume":"22","year":"2002","journal-title":"Pesqui. Oper."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"1515","DOI":"10.1287\/mnsc.42.11.1515","article-title":"Barrett Decision Quality Using Ranked Attribute Weights","volume":"42","author":"Barron","year":"1996","journal-title":"Manag. Sci."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"152","DOI":"10.2307\/3324050","article-title":"The Art and Science of Negotiation","volume":"3","author":"Young","year":"1983","journal-title":"J. Policy Anal. Manag."},{"key":"ref_42","first-page":"417","article-title":"Probabilistic Comparison of Call Centres in a Group Decision Process","volume":"11","author":"Anna","year":"2011","journal-title":"Int. J. Manag. Decis. Mak."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"1051","DOI":"10.1016\/j.ejor.2020.11.032","article-title":"Surveying Applications of Strategic Options Development and Analysis (SODA) from 1989 to 2018","volume":"292","author":"Abuabara","year":"2021","journal-title":"Eur. J. Oper. Res."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"2143","DOI":"10.1080\/01605682.2022.2129481","article-title":"Using Strategic Options Development and Analysis (SODA) to Understand the Simulation Accessibility Problem","volume":"74","author":"Collins","year":"2023","journal-title":"J. Oper. Res. Soc."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"1459","DOI":"10.1057\/jors.2016.19","article-title":"Analysing the Use of Cognitive Maps in an Experiment on a Group Decision Process","volume":"67","author":"Cunha","year":"2016","journal-title":"J. Oper. Res. Soc."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"372","DOI":"10.1037\/xge0001491","article-title":"The Construction and Use of Cognitive Maps in Model-Based Control","volume":"153","author":"Karagoz","year":"2024","journal-title":"J. Exp. Psychol. Gen."},{"key":"ref_47","doi-asserted-by":"crossref","unstructured":"Georgiou, I. (2011). Cognitive Mapping and Strategic Options Development and Analysis (SODA). Wiley Encyclopedia of Operations Research and Management Science, Wiley.","DOI":"10.1002\/9780470400531.eorms0974"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"1081","DOI":"10.1007\/s12351-017-0310-0","article-title":"Problem Structuring Methods in Group Decision Making: A Comparative Study of Their Application","volume":"19","author":"Cunha","year":"2019","journal-title":"Oper. Res. Int. J."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"268","DOI":"10.3390\/standards3030020","article-title":"Composition of Probabilistic Preferences in Multicriteria Problems with Variables Measured in Likert Scales and Fitted by Empirical Distributions","volume":"3","author":"Lima","year":"2023","journal-title":"Standards"},{"key":"ref_50","first-page":"387","article-title":"The Triangular Distribution as a Proxy for the Beta Distribution in Risk Analysis","volume":"46","author":"Johnson","year":"1997","journal-title":"J. R. Stat. Soc. D"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1007\/s10311-022-01499-6","article-title":"Circular Economy Strategies for Combating Climate Change and Other Environmental Issues","volume":"21","author":"Yang","year":"2023","journal-title":"Environ. Chem. Lett."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"1182","DOI":"10.1016\/j.jclepro.2019.06.061","article-title":"Life Cycle Assessment and Life Cycle Cost Analysis of Recycled Solid Waste Materials in Highway Pavement: A Review","volume":"233","author":"Li","year":"2019","journal-title":"J. Clean. Prod."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1504\/IJIR.2023.130360","article-title":"Priority model for critical success factors in reverse flow inventory management","volume":"6","author":"Fontana","year":"2023","journal-title":"Int. J. Inventory Res."},{"key":"ref_54","first-page":"328","article-title":"Proposal for Producing New Fabric Through the Use of Fabric Scraps Discarded by Ibitinga Clothing Manufacturers: A Brazilian Example of Circular Economy","volume":"Volume 25","author":"Raposo","year":"2023","journal-title":"Advances in Design, Music and Arts II"},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"6603","DOI":"10.1007\/s10668-020-00959-9","article-title":"A Review of Municipal Solid Waste in China: Characteristics, Compositions, Influential Factors and Treatment Technologies","volume":"23","author":"Zhu","year":"2021","journal-title":"Environ. Dev. Sustain."},{"key":"ref_56","doi-asserted-by":"crossref","unstructured":"Cucciniello, R., and Cespi, D. (2018). Recycling within the Chemical Industry: The Circular Economy Era. Recycling, 3.","DOI":"10.3390\/recycling3020022"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"1262","DOI":"10.1016\/j.jclepro.2019.05.064","article-title":"The Circular Economy and Carbon Footprint: A Systematic Accounting for Typical Coal-Fuelled Power Industrial Parks","volume":"229","author":"Wang","year":"2019","journal-title":"J. Clean. Prod."},{"key":"ref_58","first-page":"304","article-title":"Another Driver of the Brazilian Fuel Ethanol Supply Chain: The Consumers\u2019 Preferences","volume":"52","author":"Isabella","year":"2017","journal-title":"Rev. Adm."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"1239","DOI":"10.1016\/j.jclepro.2018.06.036","article-title":"Interrelationship among Actors in Ethanol Production Chain as a Competitive and Sustainable Factor: The Case of Associative Production and Family-Farming in Southern Brazil","volume":"196","author":"Vaccaro","year":"2018","journal-title":"J. Clean. Prod."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"552","DOI":"10.1016\/j.ejor.2011.02.017","article-title":"Compatible Weighting Method with Rank Order Centroid: Maximum Entropy Ordered Weighted Averaging Approach","volume":"212","author":"Ahn","year":"2011","journal-title":"Eur. J. Oper. Res."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"679","DOI":"10.1057\/s41599-025-05006-4","article-title":"Drivers and barriers of sustainability-oriented innovations in Brazilian denim treatment facilities: An expert-driven decision support","volume":"12","author":"Fontana","year":"2025","journal-title":"Humanit. Soc. Sci. Commun."},{"key":"ref_62","first-page":"101500","article-title":"A GIS-based multi-criteria approach for identifying areas vulnerable to subsidence in the world\u2019s largest ongoing urban socio-environmental mining disaster","volume":"19","author":"Rosa","year":"2024","journal-title":"Extr. Ind. Soc."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"102027","DOI":"10.1016\/j.seps.2024.102027","article-title":"Resilience Optimization in Disruption-Prone Sustainable Reverse Supply Chains for Lead-Acid Battery Waste Management in Brazil: A Stochastic Model for Public and Private Policy Formulation","volume":"95","author":"Fontana","year":"2024","journal-title":"Socio-Econ. Plan. Sci."},{"key":"ref_64","first-page":"159","article-title":"Water-Path Game: Transformando crian\u00e7as em guardi\u00e3s ambientais com jogo interativo sobre a preserva\u00e7\u00e3o de \u00e1guas urbanas","volume":"3","author":"Silva","year":"2024","journal-title":"Rev. Tecnol. Gest\u00e3o Sustent\u00e1vel"}],"container-title":["Logistics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2305-6290\/9\/2\/71\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T17:42:44Z","timestamp":1760031764000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2305-6290\/9\/2\/71"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,29]]},"references-count":64,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2025,6]]}},"alternative-id":["logistics9020071"],"URL":"https:\/\/doi.org\/10.3390\/logistics9020071","relation":{},"ISSN":["2305-6290"],"issn-type":[{"value":"2305-6290","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5,29]]}}}