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19 pages, 826 KiB  
Article
Two-Level System for Optimal Flood Risk Coverage in Spain
by Sonia Sanabria García and Joaquin Torres Sempere
Water 2025, 17(13), 1997; https://doi.org/10.3390/w17131997 - 3 Jul 2025
Viewed by 327
Abstract
This study evaluates the current Spanish insurance framework for catastrophic flood risk, administered by the Consorcio de Compensación de Seguros (CCS), based on nationwide loss data reported by the CCS for the period 1996–2020. The analysis of historical claims data enables a clear [...] Read more.
This study evaluates the current Spanish insurance framework for catastrophic flood risk, administered by the Consorcio de Compensación de Seguros (CCS), based on nationwide loss data reported by the CCS for the period 1996–2020. The analysis of historical claims data enables a clear differentiation between frequent, low-cost events and infrequent, high-impact catastrophes. While the CCS has fulfilled a critical role in post-disaster compensation, the findings highlight the parallel need for ex ante risk mitigation strategies. The study proposes a more efficient, two-tier risk coverage model. Events whose impacts can be managed through standard insurance mechanisms should be underwritten by private insurers using actuarially fair premiums. In contrast, events with catastrophic implications—due to their scale or financial impact—should be addressed through general solidarity mechanisms, centrally managed by the CCS. Such a risk segmentation would improve the financial sustainability of the system and create fiscal space for prevention-oriented incentives. The current design of the CCS scheme may generate moral hazard, as flood exposure is not explicitly priced into the premium structure. Empirical findings support a shift towards a more transparent, incentive-aligned model that combines collective risk sharing with individual risk responsibility—an essential balance for effective climate adaptation and long-term resilience. Full article
(This article belongs to the Special Issue Water: Economic, Social and Environmental Analysis)
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28 pages, 960 KiB  
Article
Towards Climate-Resilient Agricultural Growth in Nigeria: Can the Current Cash Reserve Ratio Help?
by Amara Priscilia Ozoji, Chika Anastesia Anisiuba, Chinwe Ada Olelewe, Imaobong Judith Nnam, Chidiebere Nnamani, Ngozi Mabel Nwekwo, Arinze Reminus Odoh and Geoffrey Ndubuisi Udefi
Sustainability 2025, 17(13), 6003; https://doi.org/10.3390/su17136003 - 30 Jun 2025
Viewed by 400
Abstract
The ability of the agriculture sector, which is exposed to climate hazards, to cope with climate challenges and to strive in spite of them, is conceptualized as the resilience of agriculture. In enhancing climate-resilient agriculture, the cash reserve ratio (CRR) is generally perceived [...] Read more.
The ability of the agriculture sector, which is exposed to climate hazards, to cope with climate challenges and to strive in spite of them, is conceptualized as the resilience of agriculture. In enhancing climate-resilient agriculture, the cash reserve ratio (CRR) is generally perceived to serve two crucial functions: first, encouraging banks to allocate credit to agriculturalists for climate-resilient agricultural practices; second, enhancing agriculturalists’ ability to sustain agricultural output growth in spite of climate crises. In light of this, we conducted an ex post evaluation of the effect of the currently in-use CRR on bank loans to climate-challenged Nigeria’s agriculture sector for climate-resilient agricultural practices. Additionally, this study investigates the CRR’s impact(s) on agricultural output growth amidst climate challenges. Other additional independent variables include monetary policy rate, government capital expenditures on agriculture, and government recurrent expenditures on agriculture, as well as temperature, precipitation, and the renewable energy supply. Using annual data from 1990 to 2022, the results from an autoregressive, distributed lag approach suggest that the standard CRR stipulated by the Central Bank of Nigeria in the present era of climate change cannot entirely sustain climate-resilient agriculture, evident in the present study’s discoveries on its inability to perform its two major functions (credit and growth) in enhancing agricultural resilience. These findings highlight the need for the green differentiation of the CRR to ensure its effective utilization in enhancing climate resilience. Full article
(This article belongs to the Special Issue Sustainability of Rural Areas and Agriculture under Uncertainties)
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48 pages, 3887 KiB  
Article
Developing a Monitoring and Evaluation Framework for Sustainable Maritime Spatial Planning: A Stakeholder-Driven Approach
by Vasiliki-Maria Perra and Maria Boile
Sustainability 2025, 17(13), 5813; https://doi.org/10.3390/su17135813 - 24 Jun 2025
Viewed by 625
Abstract
Effective monitoring and evaluation (M&E) are essential for ensuring that Maritime Spatial Planning (MSP) contributes to the sustainable development of the blue economy while maintaining alignment with institutional frameworks. The study presented in this paper develops a stakeholder-driven M&E framework for sustainable MSP, [...] Read more.
Effective monitoring and evaluation (M&E) are essential for ensuring that Maritime Spatial Planning (MSP) contributes to the sustainable development of the blue economy while maintaining alignment with institutional frameworks. The study presented in this paper develops a stakeholder-driven M&E framework for sustainable MSP, emphasizing a participatory methodology to enhance the relevance and applicability of performance assessment. Using a structured mutual learning approach, the research engaged stakeholders in two iterative rounds: the first identified key strategic objectives for a sustainable blue economy through dialogue and a complementary questionnaire survey, while the second refined these into corresponding specific objectives. This process was applied in the context of a case study in Greece, where MSP implementation is shaped by national and EU regulatory frameworks and the socio-economic dynamics of the coastal and maritime sectors. The case study provided a practical testing ground for the proposed methodology, involving stakeholders from government, industry, and civil society to ensure a comprehensive perspective. The insights gained informed the design of a key performance indicator (KPI) framework, integrating qualitative and quantitative metrics tailored to the regional maritime governance landscape. These metrics were selected based on the SMARTIE (Specific, Measurable, Achievable, Relevant, Time-Bound, Inclusive, Equitable) criteria and were clearly aligned with the established objectives. The frequency of measurements, appropriate data collection methods, and indicative data sources were also defined to provide a complete KPIs framework. This stakeholder-driven methodology strengthens the adaptive capacity of MSP by ensuring continuous assessment and revision aligned with sustainability objectives and facilitating ex ante, intermediate, and ex post evaluations. The proposed framework is scalable and transferable, offering a systematic approach to improving policy coherence and decision-making across different geographic, administrative, and sectoral contexts, enabling sustainable governance and maritime governance. Full article
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32 pages, 1653 KiB  
Article
How to Plan for Circular Cities: A New Methodology to Integrate the Circular Economy Within Urban Policies and Plans
by Simona Tondelli and Giulia Marzani
Sustainability 2025, 17(12), 5534; https://doi.org/10.3390/su17125534 - 16 Jun 2025
Viewed by 620
Abstract
Circular economy principles applied at the city scale represent an opportunity, both in environmental and sociocultural terms, to pursue sustainable urban development. While the circular economy approach has gained huge attention and become the basic framework to boost innovation in many research fields, [...] Read more.
Circular economy principles applied at the city scale represent an opportunity, both in environmental and sociocultural terms, to pursue sustainable urban development. While the circular economy approach has gained huge attention and become the basic framework to boost innovation in many research fields, its application to the urban scale is still fragmented. Therefore, a more holistic and spatial-related approach is necessary. Following a systematic literature review, this paper first proposes four guiding principles that should inspire policymakers in drafting circular urban plans. By following the Strategic Environmental Assessment phases, and considering the instrument as a methodology for the drafting of plans and not an ex post evaluation of their effects, the different plan creation steps are analyzed and enriched with circular-related considerations, suggestions, and proposals. In particular, a list of 35 strategic objectives for strategic municipal spatial plans is presented. A list of indicators for the monitoring of urban transformations is also developed. The results could contribute to integrating circularity into the different phases of plan creation, moving towards circular-inclusive spatial plans. Full article
(This article belongs to the Special Issue Circular Economy and Circular City for Sustainable Development)
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19 pages, 2115 KiB  
Article
High-Speed Railway Planning for Sustainable Development: The Role of Length Between Conventional Line and Straight Length
by Francesco Russo, Corrado Rindone and Giuseppe A. Maiolo
Future Transp. 2025, 5(2), 68; https://doi.org/10.3390/futuretransp5020068 - 3 Jun 2025
Viewed by 503
Abstract
The extension of high-speed rail (HSR) lines around the world is increasing. The largest network today is in China, followed by Spain, Japan, France, and Italy; currently, new lines are being built in Morocco and Saudi Arabia. The goal of the new lines [...] Read more.
The extension of high-speed rail (HSR) lines around the world is increasing. The largest network today is in China, followed by Spain, Japan, France, and Italy; currently, new lines are being built in Morocco and Saudi Arabia. The goal of the new lines built is to drastically reduce the time distances between the extreme railway terminals by intervening on the two main components of time: space and speed. The two components have been investigated in various fields of engineering for design conditions (ex ante/a priori). In the literature, there is no analysis of what happened in the realization of the projects (ex post/retrospective). The research problem that arises is to analyze the high-speed lines built in order to verify, given a pair of extreme terminals, how much the length is reduced by passing from a conventional line to a high-speed line, and to verify how this length is getting closer and closer to the distance as the crow flies. The reduction of spatial distance produces direct connections between two territories, making the railway system (HSR) more competitive compared to other transport alternatives (e.g., air travel). To address the problem posed, information and data are collected on European HSR lines, which constitute a sufficiently homogeneous set in terms of railway and structural standards. The planimetric characteristics of specially built lines such as HSR are examined. A test method is proposed, consisting of a model that is useful to compare the length along the HSR line, with direct lengths, and existing conventional lines. The results obtained from the elaborations offer a first answer to the problem posed, demonstrating that in the HSR lines realized the spatial distances approach the distance as the crow flies between the cities located at the extremes, and are always shorter than the lengths of conventional lines. The final indications that can be drawn concern the possibility of using the results obtained as a reference for decision-makers and planners involved in the transport planning process at national and international level. Future research directions should study the values of the indicators in other large HSR networks, such as those built in Asia, and more generally study all the elements of the lines specially built to allow better sustainable planning, reducing the negative elements found and increasing the positive ones. Full article
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16 pages, 4556 KiB  
Article
In Situ Following Oriented Crystallization of Pre-Stretched Poly(ethylene 2,5-Furandicarboxylate) Under Post Heating
by Jianguo Zhao, Mengcheng Yang, Binhang Wu, Hang Li and Yiguo Li
Polymers 2025, 17(11), 1508; https://doi.org/10.3390/polym17111508 - 28 May 2025
Viewed by 510
Abstract
Post-processing plays a vital role in the determination of the final structures and properties of oriented materials. As a sustainable candidate of oil-based poly(ethylene terephthalate), biobased poly(ethylene 2,5-furandicarboxylate) (PEF) reflects great promise in green fiber, film, and packaging applications, but it undergoes poor [...] Read more.
Post-processing plays a vital role in the determination of the final structures and properties of oriented materials. As a sustainable candidate of oil-based poly(ethylene terephthalate), biobased poly(ethylene 2,5-furandicarboxylate) (PEF) reflects great promise in green fiber, film, and packaging applications, but it undergoes poor stress-induced crystallization (SIC) under tensile deformation, necessitating a post-processing technique to improve its crystallinity and stability. Here, the structural evolution of pre-stretched PEF under post heating after uniaxial deformation was monitored by online synchrotron X-ray diffraction/scattering, differential scanning calorimetry, and ex situ infrared spectroscopy. The results delineate the significantly enhanced crystallization of pre-deformed PEF that happened far below its cold crystallization temperature. Through the isochronous analyses of the temperature-dependent evolution of mechanical response, the mesophase, crystal structure, orientation factor, chain conformation, and interchain ═C−H···O═C hydrogen bonding, the molecular mechanisms of microstructural transition and oriented crystallization of pre-drawn PEF under post heating were clarified. This research can enhance the understanding of PEF crystallization in an oriented state and provide guidelines on the structural design and technical control for processing high-performance PEF-based materials. Full article
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13 pages, 2162 KiB  
Article
Effects of Lime, Magnesia and Silicon on Soil Acid-Neutralizing Capacity and Rice Yield in Acidic Paddy Fields
by Ting Yang, Geng Sun, Mei Sun, Huihui Du, Zunchang Luo, Qiufen Feng, Yong Zheng, Junyu Zhou and Zedong Long
Agriculture 2025, 15(10), 1042; https://doi.org/10.3390/agriculture15101042 - 12 May 2025
Viewed by 740
Abstract
Soil acidification is a significant threat to agricultural sustainability, particularly in paddy fields, where acidic conditions can limit crop productivity and soil health. This study aimed to explore the combined effects of alkaline amendments—lime, magnesia, and silicon fertilizer—on the acid-neutralizing capacity (ANC) of [...] Read more.
Soil acidification is a significant threat to agricultural sustainability, particularly in paddy fields, where acidic conditions can limit crop productivity and soil health. This study aimed to explore the combined effects of alkaline amendments—lime, magnesia, and silicon fertilizer—on the acid-neutralizing capacity (ANC) of paddy soils and the rice yield, with the objective of identifying effective strategies to mitigate soil acidification and enhance agricultural productivity. From 2018 to 2021, a four-year field trial in Hunan tested lime, magnesia, and silicon fertilizers. Soil samples (0–20 cm depth) were collected once post-harvest in 2021 to evaluate the cumulative treatment effects. After four years, the control soil pH was 6.12. Lime and light magnesia treatment increased it to 6.70 and 6.99, respectively. Silicon fertilizer showed no significant difference (pH 6.05). ANC analysis revealed the following anti-acidification capacity ranking: light magnesia > lime > control > silicon fertilizer. Light magnesia boosted the rice yield by 13.02% over the control. Statistical analyses indicated a significant positive correlation between the soil acid-neutralizing capacity and pH (ANC4.0 = 7.53 × pH − 30.00, R2adj = 0.70; ANC5.0 = 6.96 × pH − 37.49, R2adj = 0.58). The rice yield was correlated with exchangeable magnesium (yield = 0.42 × Ex-Mg + 24.54, R2adj = 0.44). The continuous application of lime and light magnesia enhanced the nutrient availability and soil anti-acidification, with light magnesia also improving the rice yield. These findings provide insights to aid in enhancing soil quality and agricultural productivity in acid-affected regions. Full article
(This article belongs to the Section Agricultural Soils)
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17 pages, 242 KiB  
Article
Relationships Between Preservice Teachers’ Interest, Perceived Knowledge, and Argumentation in Socioscientific Issues: Implications for Teaching About the Complexity of Sustainability Challenges
by Pedro Daniel Cadena-Nogales, José Javier Verdugo-Perona, Joan Josep Solaz-Portolés and Vicente Sanjosé
Sustainability 2025, 17(9), 3860; https://doi.org/10.3390/su17093860 - 24 Apr 2025
Viewed by 647
Abstract
Socioscientific issues are a key aspect of science education, enhancing citizens’ understanding of the intricate relationships among global concerns and fostering their engagement in informed decision making on these problems. To this end, teachers must be able to establish connections between scientific content, [...] Read more.
Socioscientific issues are a key aspect of science education, enhancing citizens’ understanding of the intricate relationships among global concerns and fostering their engagement in informed decision making on these problems. To this end, teachers must be able to establish connections between scientific content, its application in everyday life, and its impact on social, economic, and environmental dimensions. This study analyzes the factors that influence teachers’ ability to address these topics in the classroom. It includes two studies. The first study (n = 213) examines prospective science teachers’ interest in and perceived knowledge of 14 issues related to the Sustainable Development Goals (SDGs). The second study (n = 135) analyzes the types of arguments that participants use to justify their interest. A mixed-method ex post facto design was employed, using ad hoc questionnaires. The results suggest significant differences between interest and perceived knowledge across certain specific topics. Additionally, the topic addressed tends to evoke specific dimensions within arguments, with cultural/social and ecological/environmental aspects being the most prevalent, influencing the connections teachers establish with everyday life contexts. These findings highlight how interest, perceived knowledge, and the topic itself influence the dimensions considered in argument construction when discussing socioscientific issues and may contribute to the development of teacher training programs that foster a deeper understanding of the complex nature of these sustainability-related issues. Full article
(This article belongs to the Section Sustainable Education and Approaches)
29 pages, 4660 KiB  
Article
The Rural Village Regeneration for the European Built Environment: From Good Practices Towards a Conceptual Model
by Francesca Ciampa, Giulia Marchiano, Luigi Fusco Girard and Mariarosaria Angrisano
Sustainability 2025, 17(7), 2787; https://doi.org/10.3390/su17072787 - 21 Mar 2025
Cited by 2 | Viewed by 1290
Abstract
In the European Green Deal and Renovation Wave framework, cities should be more self-sufficient and sustainable, promoting investment in the regeneration and maintenance of the built and natural heritage. The New European Bauhaus reinforces this vision, promoting the value of beauty as a [...] Read more.
In the European Green Deal and Renovation Wave framework, cities should be more self-sufficient and sustainable, promoting investment in the regeneration and maintenance of the built and natural heritage. The New European Bauhaus reinforces this vision, promoting the value of beauty as a product of environmental harmony/sustainability and participation. Many cities are already working to improve infrastructure and public services, with the aim of creating better socio-economic and environmental conditions in urbanised areas. At the same time, they aim to increase and relocate attractiveness and competitiveness to less densified rural areas, and to reduce overcrowding problems in cities. The aim is to propose a virtuous model of circular regeneration, by identifying virtuous strategies of the regeneration of rural villages capable of aligning the transformation of the built environment with climate objectives, social cohesion and local economy strengthening, and the integration of historical and identity values. Rural villages in marginal areas are left behind places. They require new economic development strategies, grounded in a circular bio-economy model for reducing/avoiding spiraled down processes. The application of European evaluation criteria to the main topic literature background allowed for the construction of a virtuous practices observatory about regenerated rural villages, which is elaborated using registry, systemic, and analytical/analysis forms. From the ex-post evaluation analysis of the case studies, it was possible to identify a number of dimensions/clusters in which investment is being made today for the regeneration of rural villages. By reasoning on the investment clusters, it was possible to identify a circular regeneration model for rural villages, transferable to other realities in order to implement the broader vision of circular settlement development. The “Rural Village Regeneration Model” represents an operational tool for regional transformation, suitable for reactivating lost connections between rural villages and larger towns in functional areas, characterised by greater self-sufficiency and exploration of the potential of digital tools to improve services, connections, infrastructure, and cooperation. Full article
(This article belongs to the Special Issue Circular Economy and Circular City for Sustainable Development)
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27 pages, 1539 KiB  
Article
Multi-Aspect Probability Model of Expected Profit Subject to Uncertainty for Managerial Decision-Making in Local Transport Problems
by Martin Holubčík, Lukáš Falát, Jakub Soviar and Juraj Dubovec
Logistics 2025, 9(1), 39; https://doi.org/10.3390/logistics9010039 - 13 Mar 2025
Viewed by 697
Abstract
Background: Governments face critical decisions regarding road remediation projects, requiring careful economic evaluation, especially in countries like Slovakia where road infrastructure is crucial for attracting foreign investment. These decisions are complex, involving short-term and long-term costs and revenues, along with inherent uncertainty [...] Read more.
Background: Governments face critical decisions regarding road remediation projects, requiring careful economic evaluation, especially in countries like Slovakia where road infrastructure is crucial for attracting foreign investment. These decisions are complex, involving short-term and long-term costs and revenues, along with inherent uncertainty about future outcomes. Traditional economic assessments often fail to capture the full scope of these factors, potentially leading to suboptimal choices. Methods: This study proposes four probability-based models: the Short-term Model (SM), Long-term-Short-term Model (LSM), Social Long-term-Short-term Model (SLSM), and Long-term-Short-term Model with a Time Aspect (TLSM). These models incorporate probabilistic functions to calculate expected costs and profits, considering various factors such as reparation costs, financial compensations, social costs, and time-related costs, as well as long-term benefits like increased investment and lives saved. Results: The proposed models were partially validated through an ex post analysis of a past road remediation project on road 1/18 (E50) under the Strecno castle cliff in Slovakia. The analysis demonstrated the models’ utility for multi-criteria decision-making in transportation problems, highlighting their ability to capture the complex interplay of economic and societal factors. Conclusions: The models enable governments to maximize societal benefit while mitigating potential risks, contributing to a more sustainable and efficient transportation sector. Future research could focus on refining the models and adapting them to other sectors beyond transportation. Full article
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15 pages, 477 KiB  
Article
Comparison of Five Rehabilitation Interventions for Acute Ischemic Stroke: A Randomized Trial
by József Tollár, Szilvia Kóra, Petra Kós, Zoltán Vadászi, István Drotár, Péter Prukner, György Wersényi, Tamás Haidegger, Tomas Vetrovsky and Tibor Hortobágyi
J. Clin. Med. 2025, 14(5), 1648; https://doi.org/10.3390/jcm14051648 - 28 Feb 2025
Viewed by 2095
Abstract
Background: Comparative efficacy of rehabilitation interventions in persons with acute ischemic stroke (PwS) is limited. This randomized trial assessed the immediate and lasting effects of five interventions on clinical and mobility outcomes in 75 PwS. Methods: Five days after stroke, 75 PwS were [...] Read more.
Background: Comparative efficacy of rehabilitation interventions in persons with acute ischemic stroke (PwS) is limited. This randomized trial assessed the immediate and lasting effects of five interventions on clinical and mobility outcomes in 75 PwS. Methods: Five days after stroke, 75 PwS were randomized into five groups: physical therapy (CON, standard care, once daily); walking with a soft robotic exoskeleton (ROB, once daily); agility exergaming once (EXE1, once daily) or twice daily (EXE2, twice daily); and combined EXE1+ROB in two daily sessions. Interventions were performed 5 days per week for 3 weeks. Outcomes were assessed at baseline, post-intervention, and after 5 weeks of detraining. Results: Modified Rankin Scale (primary outcome) and Barthel Index showed no changes. EXE1, EXE2, ROB, and EXE1+ROB outperformed standard care (CON) in five secondary outcomes (Berg balance scale, 10m walking speed, 6-min walk test with/without robot, standing balance), with effects sustained after 5 weeks. Dose effects (EXE1 vs. EXE2) were minimal, while EXE1+ROB showed additive effects in 6-min walk tests. Conclusions: These novel comparative data expand evidence-based options for therapists to design individualized rehabilitation plans for PwS. Further confirmation is needed. Full article
(This article belongs to the Special Issue Acute Ischemic Stroke: Current Status and Future Challenges)
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14 pages, 249 KiB  
Article
Study of the Load During Official Competition in Professional Women’s Basketball—A Case Study
by Pablo López-Sierra, Sergio L. Jiménez-Sáiz, Javier García-Rubio, María Isabel Piñar and Sergio J. Ibáñez
Sports 2025, 13(2), 59; https://doi.org/10.3390/sports13020059 - 17 Feb 2025
Cited by 1 | Viewed by 757
Abstract
Background: Basketball matches involve numerous conditioning factors which, when put together, make for a complex prediction event. However, unraveling all these elements in different studies allows the control of certain conditioning factors of the game, giving rise to more stable and controlled games. [...] Read more.
Background: Basketball matches involve numerous conditioning factors which, when put together, make for a complex prediction event. However, unraveling all these elements in different studies allows the control of certain conditioning factors of the game, giving rise to more stable and controlled games. Objectives: Due to the absence of studies that analyze professional matches in women’s basketball, the aim of the present research is to analyze the influence of the result, partial result and specific positions on the load in official competition between two women’s teams that play a match simultaneously. Methods: Using an ex post facto design, 19 professional players were measured in an official match of the Spanish second division of women’s basketball, monitoring both opponents simultaneously, obtaining at all times the contrast of loads between both teams. Inertial devices were used to measure the external and internal load of each player. Parametric and non-parametric statistical difference analyses were performed, as well as two linear mixed models. Results: The results reveal significant differences in external loading when loads are analyzed as a function of match outcome. Differences between external and internal load are found when taking into account specific positions, and when including several comparisons in the analysis. The team that obtained the highest kinematic and neuromuscular load demands was the one that won the match. The specific position of guard obtained a greater physical load at the end of the match than the centers. Conclusions: Coaches should prioritize high-intensity training that replicates match demands, considering positional differences in workload to optimize player conditioning and recovery strategies for sustained performance. Full article
(This article belongs to the Collection Human Physiology in Exercise, Health and Sports Performance)
22 pages, 10940 KiB  
Article
Assessment of the Influence of Aluminum, Iron, and Manganese Forms on the Phytocenoses of Post-Mining Lands in the Lengerskoye Brown Coal Mine
by Akmaral Issayeva, Waldemar Spychalski, Elźbieta Wilk-Woźniak, Dariusz Kayzer, Radosław Pankiewicz, Wojciech Antkowiak, Bogusława Łeska, Akmaral Alikhan, Assel Tleukeyeva and Zbigniew Rozwadowski
Sustainability 2025, 17(4), 1642; https://doi.org/10.3390/su17041642 - 17 Feb 2025
Viewed by 1000
Abstract
Post-mining land in areas where mineral extraction has occurred may constitute a significant portion of the land used for various purposes. Such land serves as soil-forming parent material for developing anthropogenic soils, which sometimes exhibit unfavorable physicochemical properties. The toxicity of the waste [...] Read more.
Post-mining land in areas where mineral extraction has occurred may constitute a significant portion of the land used for various purposes. Such land serves as soil-forming parent material for developing anthropogenic soils, which sometimes exhibit unfavorable physicochemical properties. The toxicity of the waste generated during lignite mining is due to a number of factors, whose determination permits the identification of its origin for the subsequent design of technologies for the waste reclamation. The purpose of the study, in consistence with sustainable development, is to identify the causes of the toxicity of brown coal waste from the Lengerskoye deposit, in southern Kazakhstan. These studies have provided the results essential for planning remedial actions necessary to improve the well-being of the local population, in accordance with the principles of sustainable development. The studies were performed using single extraction; forms of Al, Fe, and Mn; soil texture; elemental analysis; phytocoenosis analysis; and diffractometric, IR spectroscopic, SEM, route reconnaissance, and comparative statistical methods. A decrease in the biodiversity of plant species was noted, with a gradual increase with distance from the waste storage sites. The most resistant plant species in the vicinity of the waste dump were Cynodon dactylon (L.) Pers and Alhagi pseudalhagi (M. Bieb.) Desv. ex B. Keller & Shap., while Dodartia orientalis (L.) was the only plant species found at the edge of the waste dump. The high toxicity of lignite waste is determined by such factors as low pH values, about 3.0; high content of active forms of aluminum, iron, and manganese (344.0, 0.90, and 20 mg/kg); high electrical conductivity—2835 µS/cm; waste composition poor in nutrients; and climate aridity. It has been observed that a content of exchangeable aluminum above 100 mg/kg resulted in an almost complete lack of vegetation. Full article
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19 pages, 1611 KiB  
Article
Improving Crowdfunding Decisions Using Explainable Artificial Intelligence
by Andreas Gregoriades and Christos Themistocleous
Sustainability 2025, 17(4), 1361; https://doi.org/10.3390/su17041361 - 7 Feb 2025
Viewed by 1950
Abstract
This paper investigates points of vulnerability in the decisions made by backers and campaigners in crowdfund pledges in an attempt to facilitate a sustainable entrepreneurial ecosystem by increasing the rate of good projects being funded. In doing so, this research examines factors that [...] Read more.
This paper investigates points of vulnerability in the decisions made by backers and campaigners in crowdfund pledges in an attempt to facilitate a sustainable entrepreneurial ecosystem by increasing the rate of good projects being funded. In doing so, this research examines factors that contribute to the success or failure of crowdfunding campaign pledges using eXplainable AI methods (SHapley Additive exPlanations and Counterfactual Explanations). A dataset of completed Kickstarter campaigns was used to train two binary classifiers. The first model used textual features from the campaigns’ descriptions, and the second used categorical, numerical, and textual features. Findings identify textual terms, such as “stretch goals”, that convey both elements of risk and ambitiousness to be strongly correlated with success, contrary to transparent communications of risks that bring forward worries that would have otherwise remained dormant for backers. Short sentence length, in conjunction with high term complexity, is also associated with campaign success. We link the latter to signaling theory and the campaigners’ projection of knowledgeability of the domain. Certain numerical data, such as the project’s duration, frequency of post updates, and use of images, confirm previous links to campaign success. We enhance implications through the use of Counterfactual Explanations and generate actionable recommendations on how failed projects could become successful while proposing new policies, in the form of nudges, that shield backers from points of vulnerability. Full article
(This article belongs to the Section Economic and Business Aspects of Sustainability)
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23 pages, 1487 KiB  
Article
Transforming Heritage into Innovation Spaces: Exploration of Heritage Helix Ecosystems
by Gozde Yildiz and Asli Hetemoglu-Venedik
Heritage 2024, 7(12), 7142-7164; https://doi.org/10.3390/heritage7120330 - 13 Dec 2024
Viewed by 1790
Abstract
Heritage has increasingly emerged as a pivotal medium for driving and adapting to change, and as an integral component of innovation ecosystems. In the ongoing participatory turn in governance, the management of collective heritage resources reflects a broader paradigm shift aimed at fostering [...] Read more.
Heritage has increasingly emerged as a pivotal medium for driving and adapting to change, and as an integral component of innovation ecosystems. In the ongoing participatory turn in governance, the management of collective heritage resources reflects a broader paradigm shift aimed at fostering sustainable socio-technical transformations. Far from being static relics of the past, heritage assets function as dynamic agents of innovation, thus influencing various dimensions of contemporary life. This research sheds light on heritage as a vibrant force for transformation and adjustment, showcasing its ability to position itself as a crucial component that both enables and guides broader processes of innovation. It emphasises how heritage sites, characterised by their transitional nature and ‘ex’ and ‘post’ identities, have become arenas for creative regeneration and socio-cultural, technical, territorial, and knowledge-based innovation. By utilising helical models and Schumpeter’s theory of creative destruction, this article underscores the transformative power of heritage to address global disruptions through heritage-driven innovations, drawing on three heritage and creative destruction categorizations. This highlights how heritage actively shapes innovative knowledge spaces while fostering urban and social regeneration, positioning it as a vital tool for rebuilding and reimagining sustainable futures. By exploring diverse local heritage transformation initiatives across different regions, this research unveils three heritage helix models that showcase the dynamic process of change management through heritage. These models offer a framework for guiding future heritage projects, fostering innovative knowledge spaces and inspiring sustainable transformations. Full article
(This article belongs to the Section Cultural Heritage)
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