Journal Description
Sustainability
Sustainability
is an international, peer-reviewed, open-access journal on environmental, cultural, economic, and social sustainability of human beings, published semimonthly online by MDPI. The Canadian Urban Transit Research & Innovation Consortium (CUTRIC), International Council for Research and Innovation in Building and Construction (CIB) and Urban Land Institute (ULI) are affiliated with Sustainability and their members receive discounts on the article processing charges.
- Open Access— free for readers, with article processing charges (APC) paid by authors or their institutions.
- High Visibility: indexed within Scopus, SCIE and SSCI (Web of Science), GEOBASE, GeoRef, Inspec, AGRIS, RePEc, CAPlus / SciFinder, and other databases.
- Journal Rank: JCR - Q2 (Environmental Studies) / CiteScore - Q1 (Geography, Planning and Development)
- Rapid Publication: manuscripts are peer-reviewed and a first decision is provided to authors approximately 18.8 days after submission; acceptance to publication is undertaken in 3.6 days (median values for papers published in this journal in the second half of 2023).
- Recognition of Reviewers: reviewers who provide timely, thorough peer-review reports receive vouchers entitling them to a discount on the APC of their next publication in any MDPI journal, in appreciation of the work done.
- Testimonials: See what our editors and authors say about Sustainability.
- Companion journals for Sustainability include: World, Sustainable Chemistry, Conservation, Future Transportation, Architecture, Standards, Merits and Wind.
Impact Factor:
3.9 (2022);
5-Year Impact Factor:
4.0 (2022)
Latest Articles
The Effect of Supply Chain Sustainability Practices on Romanian SME Performance
Sustainability 2024, 16(7), 2887; https://doi.org/10.3390/su16072887 (registering DOI) - 29 Mar 2024
Abstract
The paper uniquely assesses the relationship between the main elements of the sustainability of the supply chain and the performance of Romanian enterprises. To identify dimensions of supply chain sustainability, a sample survey was conducted on a structured questionnaire basis among a sample
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The paper uniquely assesses the relationship between the main elements of the sustainability of the supply chain and the performance of Romanian enterprises. To identify dimensions of supply chain sustainability, a sample survey was conducted on a structured questionnaire basis among a sample of 385 Romanian enterprises represented by supply chain managers and practitioners. The hypothesis testing and the validation of the proposed construct model were achieved by using the modeling of the equation with the smallest partial squares (SEM-PLS) and multigroup analysis (PLS-MGA). The results suggest a positive and significant relationship between supply chain sustainability practices and business performance. This study provides original evidence to Romanian managers that business performance can be maximized by focusing on increasing the economic, social, and environmental sustainability of the supply chain. The results of this quantitative marketing research add to the existing literature and have far-reaching theoretical and practical implications for enterprises in the Romanian economy.
Full article
(This article belongs to the Section Economic and Business Aspects of Sustainability)
Open AccessArticle
Contribution of Photosynthetic, Root and Phenotypic Traits to Soybean Plant Height
by
Rongzhen Suo, Mingjiu Wang and Tianqi Zhao
Sustainability 2024, 16(7), 2886; https://doi.org/10.3390/su16072886 (registering DOI) - 29 Mar 2024
Abstract
Breeding new high-yield and high-quality forage soybean cultivars is an effective approach to addressing the shortage of feed protein and sustainable agricultural development. Plant height is a key indicator of forage soybean genotypes and is closely related to forage yield. However, the determinants
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Breeding new high-yield and high-quality forage soybean cultivars is an effective approach to addressing the shortage of feed protein and sustainable agricultural development. Plant height is a key indicator of forage soybean genotypes and is closely related to forage yield. However, the determinants affecting soybean plant height remain highly uncertain. In order to analyze the factors contributing to plant height differences among soybean cultivars, two tall-stemmed soybean cultivars (“Neinong S001” and “Neinong S002”) and two short-stemmed soybean cultivars (“Neinong 0004” and “Neinong 0005”) were used in this study as test materials for examining aboveground phenotypic characteristics, root traits, and photosynthetic characteristics. The test materials were planted in 2018 at Chakintai Ranch (122°15′ E, 43°38′ N) using the potting method, and the indicators were measured in June. The results showed that the leaf area, root volume, and root surface area of high-stemmed soybean cultivars were significantly (p < 0.05) lower than those of short-stemmed soybean cultivars. Additionally, the dry weight of a single plant and transpiration rate were significantly (p < 0.05) higher in high-stemmed soybean cultivars compared to short-stemmed soybean cultivars. It was found that soybean plant height was significantly (p < 0.05) correlated with leaf area, leaf shape index, intercellular CO2 concentration, transpiration rate, SPAD, root weight, root length, root surface area, and root volume. Further path analyses revealed that intercellular CO2 concentration and root surface area had a direct impact on plant height, with direct effect coefficients of 0.22 and −0.91, respectively. These results provide new insights into the sustainability development and genetic enhancement of plant height characteristics in forage soybean.
Full article
Open AccessReview
Soil Ecosystem Functioning through Interactions of Nematodes and Fungi Trichoderma sp.
by
Ana Gašparović Pinto, Tomislav Kos, Josipa Puškarić, Karolina Vrandečić, Teuta Benković-Lačić and Mirjana Brmež
Sustainability 2024, 16(7), 2885; https://doi.org/10.3390/su16072885 (registering DOI) - 29 Mar 2024
Abstract
In this review, an overview was given of the mutual interactions between nematodes and fungi of the genus Trichoderma sp. due to the potential of these fungi to protect plant roots from plant-parasitic nematodes on the one hand and the influence of nematodes
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In this review, an overview was given of the mutual interactions between nematodes and fungi of the genus Trichoderma sp. due to the potential of these fungi to protect plant roots from plant-parasitic nematodes on the one hand and the influence of nematodes (fungivores) on the efficacy of the fungus on the other. In addition, an overview of the advantages of Trichoderma sp. for agricultural production was given. The basis of sustainable agricultural production is the healthy functioning of the soil ecosystem. The diversity of organisms—bacteria, protozoa, algae, metazoans (nematodes) and fungi—improves the quality and performance of the soil by maintaining biological productivity. Root exudates in the rhizosphere support microbial communities that play a key role in regulating the dynamics of organic matter decomposition and the availability of plant nutrients. The microbial activity of organisms in the soil is interconnected and interacts to form a soil food web that reflects the condition, function and health of the soil. The energy in food webs flows through trophic chains of consumers, which are divided into energy channels. Root, bacterial and fungal channels increase soil biomass, carbon (C) and energy flow through the soil food web. The structure of the nematode community is an effective tool for the biological assessment of soil quality. This is due to a number of characteristics that nematodes have, including the following: a great diversity of species, the possibility of subdivision according to different criteria such as trophic groups and c-p groups, the duration of reproduction, the ease of sampling, the identification of genera and preservation, etc. Nematodes are involved in various ecological functions in the soil, of which the interaction between them and fungi is based on antagonism or mutualism, which is the basis for a better understanding of their impact on the ecosystem. Fungi of the genus Trichoderma sp. are successful colonizers of all habitats, secondary opportunists and fast growing.
Full article
Open AccessArticle
Research on Green Design Strategy of Electrical and Electronic Manufacturing Enterprises Based on the Perspective of Tripartite Evolutionary Game
by
Yujing Si, Yi Yang and Ze Shao
Sustainability 2024, 16(7), 2884; https://doi.org/10.3390/su16072884 (registering DOI) - 29 Mar 2024
Abstract
Green design emphasizes the environmental attributes of the product life cycle, which can prevent environmental pollution at the source and reduce resource consumption. Based on the evolutionary game theory, this paper constructs a tripartite game model between “government-electrical and electronic manufacturing companies-consumers”, explores
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Green design emphasizes the environmental attributes of the product life cycle, which can prevent environmental pollution at the source and reduce resource consumption. Based on the evolutionary game theory, this paper constructs a tripartite game model between “government-electrical and electronic manufacturing companies-consumers”, explores the influence of participants’ strategic choices and parameters on the evolutionary behavior of the three parties in different situations, and uses Matlab software to conduct numerical simulation analysis. Simulation analysis is the process of simulating real-world events and system behavior through computer models to assess, validate, and predict their performance and response. The research results show that the strategic choices of the three parties influence each other and government supervision and green consumption are conducive to incentivizing manufacturing companies to carry out green design. Consumer green preferences, environmental tax rates, corporate recycling revenue, and increases in consumer recycling revenue are all conducive to product design. Compared to environmental taxes, corporate subsidy policies have a greater impact on the behavior of the government, manufacturing companies, and consumers. Compared to consumer subsidies, corporate subsidy policies have a more significant effect on the behavior of governments and manufacturing companies, while for consumers, the opposite is true.
Full article
Open AccessReview
Recent Research in Solar-Driven Hydrogen Production
by
Yimin Deng, Shuo Li, Helei Liu, Huili Zhang and Jan Baeyens
Sustainability 2024, 16(7), 2883; https://doi.org/10.3390/su16072883 (registering DOI) - 29 Mar 2024
Abstract
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Climate concerns require immediate actions to reduce the global average temperature increase. Renewable electricity and renewable energy-based fuels and chemicals are crucial for progressive de-fossilization. Hydrogen will be part of the solution. The main issues to be considered are the growing market for
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Climate concerns require immediate actions to reduce the global average temperature increase. Renewable electricity and renewable energy-based fuels and chemicals are crucial for progressive de-fossilization. Hydrogen will be part of the solution. The main issues to be considered are the growing market for H2 and the “green” feedstock and energy that should be used to produce H2. The electrolysis of water using surplus renewable energy is considered an important development. Alternative H2 production routes should be using “green” feedstock to replace fossil fuels. We firstly investigated these alternative routes through using bio-based methanol or ethanol or ammonia from digesting agro-industrial or domestic waste. The catalytic conversion of CH4 to C and H2 was examined as a possible option for decarbonizing the natural gas grid. Secondly, water splitting by reversible redox reactions was examined, but using a renewable energy supply was deemed necessary. The application of renewable heat or power was therefore investigated, with a special focus on using concentrated solar tower (CST) technology. We finally assessed valorization data to provide a tentative view of the scale-up potential and economic aspects of the systems and determine the needs for future research and developments.
Full article
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Open AccessArticle
Agro-Food Supply Chains in Peri-Urban Agricultural Areas: Do They Contribute to Preserve Local Biodiversity? The Case of Baix Llobregat Agrarian Park
by
Jon Marín, Teresa Garnatje and Joan Vallès
Sustainability 2024, 16(7), 2882; https://doi.org/10.3390/su16072882 (registering DOI) - 29 Mar 2024
Abstract
Peri-urban regions, especially in the Mediterranean, face challenges like farmland loss due to urban pressure. This study emphasizes retail stores as strategic focal points for evaluating societal, economic, and production systems. It hypothesizes that analyzing retail stores in agricultural areas provides insights into
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Peri-urban regions, especially in the Mediterranean, face challenges like farmland loss due to urban pressure. This study emphasizes retail stores as strategic focal points for evaluating societal, economic, and production systems. It hypothesizes that analyzing retail stores in agricultural areas provides insights into traded and cultivated agrobiodiversity. Using the Baix Llobregat Agrarian Park (Catalonia, NE Iberian Peninsula) as a case study, this research examines different food retailers from short and conventional food supply chains. Results indicate variations in plant diversity, origin, and seasonality among different retail stores. Farmers’ markets exhibit higher intraspecific diversity, contributing to local agrobiodiversity conservation. This study observes temporal changes in farmers’ markets, highlighting shifts influenced by socioeconomic factors and climate change perceptions. Finally, this research underscores certain strategies to promote sustainable peri-urban local food systems and preserve agrobiodiversity, offering valuable insights into food supply chain dynamics in peri-urban agricultural regions.
Full article
(This article belongs to the Special Issue Exploring Agriculture-Food Supply Chain from Innovation, Design, and Management)
Open AccessArticle
Site Selection of Medical Waste Disposal Facilities Using the Interval-Valued Neutrosophic Fuzzy EDAS Method: The Case Study of Istanbul
by
Mesut Samastı, Yusuf Sait Türkan, Mustafa Güler, Mirac Nur Ciner and Ersin Namlı
Sustainability 2024, 16(7), 2881; https://doi.org/10.3390/su16072881 (registering DOI) - 29 Mar 2024
Abstract
In recent years, as a result of the increasing demand for health services, medical waste (MW) generated from health facilities has increased significantly. Problems that threaten the environment and public health may arise as a result of inadequate medical waste management (MWM), especially
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In recent years, as a result of the increasing demand for health services, medical waste (MW) generated from health facilities has increased significantly. Problems that threaten the environment and public health may arise as a result of inadequate medical waste management (MWM), especially in densely populated metropolitan areas. Therefore, it is very important that the disposal process of waste is carried out in a way that minimizes harm to human health and the environment. MW disposal site selection is among the most important decisions that local governments make. These decisions have many conflicting and similar criteria and alternatives. However, decision-makers may experience significant uncertainty when evaluating the alternatives. This study adopts the interval-valued neutrosophic (IVN) fuzzy EDAS method for the evaluation of MW disposal facility siting alternatives in Istanbul. This approach is used to evaluate potential sites based on a comprehensive, hierarchical criteria framework designed to address data uncertainty and inconsistency common in multi-criteria decision-making (MCDM) scenarios. Within the scope of the study, six main criteria (distance settlement area, social acceptance, costs, environmental impacts, infrastructure facilities, and disaster and emergency) and nineteen sub-criteria are meticulously analyzed. Considering the geographical location and dense urban texture of Istanbul, the study emphasizes the criteria related to distance to residential areas, logistics costs, and potential disaster risks. Among the identified criteria, land costs, topographical features, proximity to landfills, and distance to high-voltage lines are emphasized as the least important criteria. This study, which evaluated various alternatives, identified Pendik, located on the Anatolian side of Istanbul, as the most suitable site for MW disposal due to its minimal risk. The study also compares the four main alternatives and highlights their relative strengths and weaknesses.
Full article
(This article belongs to the Special Issue Environmental, Economic and Health Challenges of Managing Wastes)
Open AccessArticle
Recycling Product Model and Its Application for Quantitative Assessment of Product Recycling Properties
by
Jacek Diakun
Sustainability 2024, 16(7), 2880; https://doi.org/10.3390/su16072880 (registering DOI) - 29 Mar 2024
Abstract
The consideration of environmental factors is common in current product design. For the purpose of the assessment of recycling properties of a product, quantitative measures have been defined in the literature. The main obstacle in using these measures in practical design is lack
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The consideration of environmental factors is common in current product design. For the purpose of the assessment of recycling properties of a product, quantitative measures have been defined in the literature. The main obstacle in using these measures in practical design is lack of data in typical product models. In this article, a Recycling Product Model (RPM) is presented. The RPM enables calculations of quantitative assessment measures defined in the literature directly from a CAD 3D product model. The term RPM and elements of the RPM are described. The functionality of the software dedicated for the RPM is presented. The use of the RPM is demonstrated based on a case study of an actual CAD 3D product model. The article concludes by outlining the potential use of the RPM for other purposes; the limitations of the RPM are elucidated in the conclusions of the article.
Full article
(This article belongs to the Section Sustainable Products and Services)
Open AccessArticle
Advancing Sustainable Building Practices: Intelligent Methods for Enhancing Heating and Cooling Energy Efficiency
by
Abdelali Agouzoul, Emmanuel Simeu and Mohamed Tabaa
Sustainability 2024, 16(7), 2879; https://doi.org/10.3390/su16072879 (registering DOI) - 29 Mar 2024
Abstract
Our work is dedicated to enhancing sustainability through improved energy efficiency in buildings, with a specific focus on heating and cooling control and the optimization of thermal comfort of occupants. With an energy consumption of more than 60% in buildings, HVAC systems are
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Our work is dedicated to enhancing sustainability through improved energy efficiency in buildings, with a specific focus on heating and cooling control and the optimization of thermal comfort of occupants. With an energy consumption of more than 60% in buildings, HVAC systems are the biggest energy users. By integrating advanced technology, data algorithms, and digital twins, our study aims to optimize energy performance effectively. We have developed a Neural Network-based Model Predictive Control (NNMPC) to achieve this goal. Leveraging technologies such as MQTT communication, Wi-Fi modules, and field-programmable gate arrays will enhance scalability and flexibility. Our findings demonstrate the efficacy of the NNMPC system deployed on the PYNQ board for reducing sensible thermal energy usage for both cooling and heating purposes. Compared to traditional On/Off control systems, the NNMPC achieved an impressive 40.8% reduction in heating energy consumption and a 37.8% decrease in cooling energy consumption in 2006. In comparison to the On/Off technique, the NNMPC demonstrated a 25.6% reduction in annual heating energy consumption and a 28.8% drop in annual cooling energy consumption in the simulated year of 2017. We observed that, across all strategies and platforms, there were no instances where the Predicted Mean Vote (PMV) fell below . However, a significant proportion of PMV values (ranging from 65% to 83%) were observed between and 0.5, signifying a high level of occupant comfort. Additionally, for PMV values between 0.5 and 1.0, percentages ranged from 16% to 33% for both years. Importantly, the NNMPC exhibited notable efficiency in maintaining occupants’ comfort within this range, requiring less energy while ensuring highly satisfactory environments.
Full article
(This article belongs to the Section Energy Sustainability)
Open AccessReview
Sustainable Finance and ESG Importance: A Systematic Literature Review and Research Agenda
by
Georgios Zairis, Panagiotis Liargovas and Nikolaos Apostolopoulos
Sustainability 2024, 16(7), 2878; https://doi.org/10.3390/su16072878 (registering DOI) - 29 Mar 2024
Abstract
Over the last decade, sustainable finance has appeared to be capturing a high level of interest as a crucial pillar of sustainable development. The process of taking environmental, social, and governance (ESG) considerations into account when making investment decisions in the financial sector
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Over the last decade, sustainable finance has appeared to be capturing a high level of interest as a crucial pillar of sustainable development. The process of taking environmental, social, and governance (ESG) considerations into account when making investment decisions in the financial sector is expected to play a key role in this framework, and although it has attracted the attention of many scholars and academics, a lack of understanding of the nature of the phenomenon remains. Therefore, on the basis of a systematic literature review of 80 studies, we examine, in detail, the subject areas and emphasize the main points in the existing literature. The findings reveal that there are four main thematic areas attracting research interest, as follows: (1) A shift in value creation; (2) green bonds; (3) ESG ratings and performance; and (4) sustainable finance, banking, and financial risks. Finally, this study outlines future research avenues in the field.
Full article
(This article belongs to the Special Issue Corporate Finance and Business Administration in Sustainability)
Open AccessArticle
Assessing the Financial Viability and Sustainability of Circular Business Models in the Wine Industry: A Comparative Analysis to Traditional Linear Business Model—Case of Georgia
by
Vakhtang Chkareuli, Gvantsa Darguashvili, Dzintra Atstaja and Rozita Susniene
Sustainability 2024, 16(7), 2877; https://doi.org/10.3390/su16072877 (registering DOI) - 29 Mar 2024
Abstract
In the contemporary global context, waste management and the judicious utilization of resources have emerged as pressing concerns. Consequently, the concept of a circular business model has gained prominence as a viable solution. This innovative model reframes waste not as a disposable byproduct
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In the contemporary global context, waste management and the judicious utilization of resources have emerged as pressing concerns. Consequently, the concept of a circular business model has gained prominence as a viable solution. This innovative model reframes waste not as a disposable byproduct but as an opportunity to generate new value, setting it apart from the conventional linear business model, particularly in financial, economic, and operational dimensions. Numerous industries grapple with the issue of excessive waste generation, among them the wine industry, notable for its substantial water and grape waste outputs. This predicament holds significant ramifications both on a global scale and within the specific context of Georgia. Yet, it also presents an innovative avenue for waste recycling. This study draws upon a comprehensive review of internationally recognized literature, noted for their scholarly significance and citation prevalence. In its practical segment, two distinct investment projects have been meticulously developed which seek to evaluate the financial viability of the circular business model in contrast to the conventional linear business model. The investment projects considered are as follows: 1. Under the framework of a linear business model, the company exclusively engages in the production and sale of wine. 2. Within the circular business model paradigm, the company not only produces wine but also harnesses waste processing to yield grape seed oil, which is subsequently marketed alongside wine bottles. Both models undergo rigorous scrutiny, employing a comprehensive analysis of key financial indicators essential for assessing project profitability and efficiency. The outcomes of this investigation reveal that, under identical capital investment conditions, the circular business model surpasses the linear model in terms of profitability. This underscores the potential for sustainable practices within the wine industry and the broader business landscape.
Full article
(This article belongs to the Special Issue Circular Economy Business Models for Small and Medium-Sized Enterprises)
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Open AccessArticle
Distribution, Accumulation and Translocation of the Heavy Metal Cd in Various Varieties of Edible Rapeseed under Cd Stress
by
Jing Liu, Lingyun Kang, Lianfeng Du, Shangqiang Liao, Wei Dong, Maoting Ma, Guoyuan Zou and Shunjiang Li
Sustainability 2024, 16(7), 2876; https://doi.org/10.3390/su16072876 (registering DOI) - 29 Mar 2024
Abstract
To examine the safety of producing edible rapeseed in heavy-metal-contaminated farmland, field experiments were performed with 25 varieties of edible rapeseed on farmland lightly polluted with Cd in the central southern part of Hunan Province. Growing characteristics and Cd contents in rapeseed tissues
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To examine the safety of producing edible rapeseed in heavy-metal-contaminated farmland, field experiments were performed with 25 varieties of edible rapeseed on farmland lightly polluted with Cd in the central southern part of Hunan Province. Growing characteristics and Cd contents in rapeseed tissues were measured, and Cd uptake, translocation and removal potential were calculated. The results showed that the growth of 25 rapeseed varieties was not inhibited without withering or inconsistent changes in the shoot. The shoot and root Cd contents of rapeseed varieties ranged from 0.05 to 0.26 mg·kg−1 and 0.04 to 0.26 mg·kg−1, respectively. The bioaccumulation factor (BCF) showed that the shoot had a greater capacity for Cd transport than roots. The total Cd removed by rapeseed varieties ranged from 1.606 to 16.159 μg·plant−1. There were significant differences in plant height, BCF of soil available Cd in the shoot, translocation factor (TCF) of Cd from root to shoot and Cd intake by rapeseed among the edible rapeseed varieties. Cluster analysis of Cd accumulation in the 25 rapeseed varieties indicated that Lvjin 1, Guanyou Qingjing and Guanyou brassica not only reduced soil pollution but also allowed for the production of safe leafy rapeseed, although Cd contents in the shoot of 25 rapeseed varieties did not exceed the national safety standards of China.
Full article
Open AccessArticle
Enhancing the MSPA Method to Incorporate Ecological Sensitivity: Construction of Ecological Security Patterns in Harbin City
by
Yulin Liu, Yi Lu, Dawei Xu, Herui Zhou and Shengnan Zhang
Sustainability 2024, 16(7), 2875; https://doi.org/10.3390/su16072875 (registering DOI) - 29 Mar 2024
Abstract
China’s urban development has reached a stage where green sustainable development must be considered. Constructing an ecological security pattern (ESP) can effectively contribute to maintaining sustainable development and ecological safety in a city. Harbin, a significant city in northeastern China, serves as the
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China’s urban development has reached a stage where green sustainable development must be considered. Constructing an ecological security pattern (ESP) can effectively contribute to maintaining sustainable development and ecological safety in a city. Harbin, a significant city in northeastern China, serves as the study area with a focus on its urban central district. To construct and optimize Harbin’s ESP, this study utilized ecological sensitivity assessment, MSPA (morphological spatial pattern analysis), the gravity model, landscape connectivity assessment, and the MCR (minimum cumulative resistance) model to identify source areas, corridors, and nodes. Research reveals that there are 23 ecological source areas within the study area, primarily situated along the Songhua River and in the mountain woodlands of the A-cheng District. This study identified 48 corridors, predominantly situated in the Daowai District, A-cheng District, and the eastern part of Xiangfang District. Among these, 8 are deemed significant ecological corridors, along with 10 important connecting corridors. We propose the structure of ecological security pattern optimization, referred to as the “two axes, two belts, and four areas”, and present corresponding ecological management recommendations. The analytical framework provides a valuable method for constructing ecological security patterns and selecting source areas at the regional scale in Harbin City, particularly in complex plain urban areas.
Full article
Open AccessArticle
Long Short-Term Memory and Bidirectional Long Short-Term Memory Modeling and Prediction of Hexavalent and Total Chromium Removal Capacity Kinetics of Cupressus lusitanica Bark
by
Juan Crescenciano Cruz-Victoria, Alma Rosa Netzahuatl-Muñoz and Eliseo Cristiani-Urbina
Sustainability 2024, 16(7), 2874; https://doi.org/10.3390/su16072874 (registering DOI) - 29 Mar 2024
Abstract
Hexavalent chromium [Cr(VI)] is a high-priority environmental pollutant because of its toxicity and potential to contaminate water sources. Biosorption, using low-cost biomaterials, is an emerging technology for removing pollutants from water. In this study, Long Short-Term Memory (LSTM) and bidirectional LSTM (Bi-LSTM) neural
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Hexavalent chromium [Cr(VI)] is a high-priority environmental pollutant because of its toxicity and potential to contaminate water sources. Biosorption, using low-cost biomaterials, is an emerging technology for removing pollutants from water. In this study, Long Short-Term Memory (LSTM) and bidirectional LSTM (Bi-LSTM) neural networks were used to model and predict the kinetics of the removal capacity of Cr(VI) and total chromium [Cr(T)] using Cupressus lusitanica bark (CLB) particles. The models were developed using 34 experimental kinetics datasets under various temperature, pH, particle size, and initial Cr(VI) concentration conditions. Data preprocessing via interpolation was implemented to augment the sparse time-series data. Early stopping regularization prevented overfitting, and dropout techniques enhanced model robustness. The Bi-LSTM models demonstrated a superior performance compared to the LSTM models. The inherent complexities of the process and data limitations resulted in a heavy-tailed and left-skewed residual distribution, indicating occasional deviations in the predictions of capacities obtained under extreme conditions. K-fold cross-validation demonstrated the stability of Bi-LSTM models 38 and 43, while response surfaces and validation with unseen datasets assessed their predictive accuracy and generalization capabilities. Shapley additive explanations analysis (SHAP) identified the initial Cr(VI) concentration and time as the most influential input features for the models. This study highlights the capabilities of deep recurrent neural networks in comprehending and predicting complex pollutant removal kinetic phenomena for environmental applications.
Full article
(This article belongs to the Special Issue Toxic Metal Remediation: Recent Advances in the Development of a Green and Sustainable Environment)
Open AccessArticle
Enhancing Wind Turbine Blade Preventive Maintenance Procedure through Computational Fluid Dynamics-Based Prediction of Wall Shear Stress
by
Wasan Palasai, Chalermpol Plengsa-Ard and Mongkol Kaewbumrung
Sustainability 2024, 16(7), 2873; https://doi.org/10.3390/su16072873 (registering DOI) - 29 Mar 2024
Abstract
Wind turbine blades are essential parts of wind energy systems and are frequently exposed to harsh environmental elements, such as strong winds, turbulence, and corrosive atmospheric elements. Over time, these circumstances may result in serious harm to blades, such as delamination and erosion,
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Wind turbine blades are essential parts of wind energy systems and are frequently exposed to harsh environmental elements, such as strong winds, turbulence, and corrosive atmospheric elements. Over time, these circumstances may result in serious harm to blades, such as delamination and erosion, which may negatively affect the wind turbine’s functionality and durability. Accurate prediction of various types of damage is crucial to improve the toughness and lifespan of wind turbine blades and to maximize the overall effectiveness of wind energy systems. This article presents a novel computational fluid dynamics (CFDs)-based method for analyzing the distribution of wall shear stress on turbine blades, aimed at publicizing the yearly maintenance procedure. The investigation results from the CFDs, when compared with the current situation in a wind turbine farm in Thailand, confirmed that our wall shear stress modeling accurately predicted wind turbine damage. A maximum wall shear stress level higher than 5.00 Pa in the case of PA 90°, incoming air velocity 10.00 m/s, and 15 rpm was the main contribution to presenting the erosion and delamination from current drone inspection in wind turbine farms. In conclusion, these findings demonstrated the potential of using CFDs to predict wind turbine blade delamination and erosion, thereby significantly contributing to the development of specific and accurate yearly preventive maintenance. The proposed CFDs-based approach should serve as a sustainability tool for local human development, benefiting wind turbine engineers and operating technicians by providing them with a deeper understanding of the local flow conditions and wall shear stress distribution along wind turbine blades. This enables them to make informed decisions regarding blade design and maintenance.
Full article
Open AccessArticle
Transition Paths of Brazil from an Agricultural Economy to a Regional Powerhouse: A Global Supply Chain Perspective
by
Fernando Coelho Martins Ferreira, Cristiane Biazzin and Paul C. Hong
Sustainability 2024, 16(7), 2872; https://doi.org/10.3390/su16072872 (registering DOI) - 29 Mar 2024
Abstract
This study examines Brazil’s evolution from a primarily agricultural economy to a pivotal player within global supply chains, contesting the traditional view of emerging markets as mere suppliers of raw materials and labor. It closely examines Brazil’s assertive efforts and the obstacles it
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This study examines Brazil’s evolution from a primarily agricultural economy to a pivotal player within global supply chains, contesting the traditional view of emerging markets as mere suppliers of raw materials and labor. It closely examines Brazil’s assertive efforts and the obstacles it encounters, focusing on its role within the context of Latin America. Utilizing macroeconomic data, the research reveals the barriers to Brazil’s deeper integration into global supply chains and outlines novel strategies to enhance its global position. The findings highlight Brazil’s capacity to significantly influence and advance the global economic framework, emphasizing its vital role in redefining the narrative on global supply chain engagement from a Latin American perspective.
Full article
Open AccessArticle
Telecommuting and Travel Behaviour: A Survey of White-Collar Employees in Adelaide, Australia
by
Gheyath Chalabi and Hussein Dia
Sustainability 2024, 16(7), 2871; https://doi.org/10.3390/su16072871 (registering DOI) - 29 Mar 2024
Abstract
COVID-19 prompted a significant number of employees to shift to remote work for the first time, potentially reshaping future work patterns. This study examines the post-COVID impacts on telecommuting, commuting behaviour, travel activities, and lifestyles in the city of Adelaide, South Australia. A
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COVID-19 prompted a significant number of employees to shift to remote work for the first time, potentially reshaping future work patterns. This study examines the post-COVID impacts on telecommuting, commuting behaviour, travel activities, and lifestyles in the city of Adelaide, South Australia. A multivariate nominal logistic regression analysis of 305 post-restriction survey responses revealed that home distance from the CBD, industry, occupation, and income significantly influence post-COVID telecommuting trends. Individuals living over 20 kilometres from the CBD, those in professional or managerial roles, and higher-income earners (>125k) are more prone to regular telecommuting, highlighting the impact of commute lengths, job flexibility, and financial resources on the ability to work remotely. The study revealed a higher adoption of telecommuting post-COVID, with more individuals working from home and telecommuting more often each week. This led to reduced usage of private cars and public transport, indicating a decrease in overall travel frequency. Respondents also adopted flexible work schedules, resulting in fewer peak-hour commutes, which would have resulted in lower congestion and emissions and led to more sustainable travel practices. The study also investigated future telecommuting perspectives, revealing a preference for remote work 3–4 days a week. Some respondents who initially could not telecommute have since considered it feasible and want to adopt it. Notably, about 25% of respondents would even change jobs for flexible, home-based work arrangements. The study’s results suggest that remote work frequency may influence individuals’ future house location preferences. These findings offer valuable insights for sustainable transport and urban planning considerations in the post-COVID era.
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(This article belongs to the Special Issue Innovations and Policies Shaping Sustainable Transportation Engineering)
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Open AccessReview
Exploring Factors Shaping Farmer Behavior in Wastewater Utilization for Agricultural Practices: A Rapid Review
by
Laura Mirra, Simone Russo and Massimiliano Borrello
Sustainability 2024, 16(7), 2870; https://doi.org/10.3390/su16072870 (registering DOI) - 29 Mar 2024
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In recent years, circular economy strategies have gained attention in agriculture, particularly regarding the utilization of wastewater as an alternative water source. This study employs a rapid review methodology to examine farmers’ attitudes toward wastewater use in agriculture. By analyzing studies in literature
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In recent years, circular economy strategies have gained attention in agriculture, particularly regarding the utilization of wastewater as an alternative water source. This study employs a rapid review methodology to examine farmers’ attitudes toward wastewater use in agriculture. By analyzing studies in literature published from 2000 to 2023, this review identifies the key factors influencing farmers’ adoption of wastewater irrigation. These findings are valuable for policymakers seeking to develop targeted policies that support and encourage the adoption of wastewater irrigation, thereby contributing to sustainable water resource management.
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Open AccessArticle
County Town Comprehensive Service Functions in China: Measurement, Spatio-Temporal Divergence Evolution, and Heterogeneity of Influencing Factors
by
Jian Zhang, Liuqing Wei, Ying Wang, Xiaohong Chen and Wei Pan
Sustainability 2024, 16(7), 2869; https://doi.org/10.3390/su16072869 (registering DOI) - 29 Mar 2024
Abstract
Strengthening the service function of small towns, using its fundamental role in the urban system to drive rural development, is the main issue that needs to be addressed urgently in numerous developing countries. County towns are unique types of small towns in China.
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Strengthening the service function of small towns, using its fundamental role in the urban system to drive rural development, is the main issue that needs to be addressed urgently in numerous developing countries. County towns are unique types of small towns in China. Analyzing the spatial-temporal patterns and differentiation mechanisms of comprehensive service functions of county towns in China from a geographic point of view can not only provide a basis for the macro-control of county towns but also provide typical regional research results for the study of urban systems and urban–rural coordination in developing countries. Based on Point of Interest (POI) data of 1788 county towns in China, this study analyzes the evolution of spatial and temporal differentiation of comprehensive service functions and influencing factors by using modeling methods such as Getis-Ord Gi* analysis, the random forest model, and Multiscale Geographically Weighted Regression (MGWR). The obtained results show that (1) from 2012 to 2021, the average value of the comprehensive service function index (CSFI) of county towns in China shows a significant increase, and the proportion of county towns with medium–high service levels and above increases from 3.41% to 54.50%; (2) spatially, the comprehensive service function of county towns is characterized by the basic pattern of “high east, low west; high south, low north”, which keeps getting stronger. During the study period, eastern China has always been a high-level region, northwestern and southwestern China have always been low-level regions, and northeastern China has been a stagnant region, while central, northern, and southern China have been fast-growing regions; (3) county general public budget revenues, value added of secondary industry, GDP per capita, county town resident population, altitude, and GDP per capita of affiliated prefecture-level cities to which it belongs are the key factors influencing the comprehensive service function of county towns in China. The county general public budget revenue indicator, which represents the governmental capacity, has the strongest influence; and (4) the results of the MGWR analysis indicate that there is spatial and temporal heterogeneity in the intensity of the above-mentioned key influencing factors on the development of comprehensive service functions of county towns in China. Based on this finding, differentiated strategies should be proposed to policy makers and urban planners in different regions in order to effectively enhance the level of comprehensive service functions of county towns in China.
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(This article belongs to the Section Sustainable Urban and Rural Development)
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Open AccessArticle
Forest Industrial Waste Materials Upgraded to Fertilizer Pellets for Forest Soil
by
Maria Sandberg, Stefan Frodeson, Lena Brunzell and Jaya Shankar Tumuluru
Sustainability 2024, 16(7), 2868; https://doi.org/10.3390/su16072868 - 29 Mar 2024
Abstract
In a circular economy, the efficient utilization of all materials as valuable resources, with a focus on minimizing waste, is paramount. This study shows the possibilities of upgrading the lowest-valued residuals from the forest industry into a new product with both liming and
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In a circular economy, the efficient utilization of all materials as valuable resources, with a focus on minimizing waste, is paramount. This study shows the possibilities of upgrading the lowest-valued residuals from the forest industry into a new product with both liming and fertilizing properties on forest soil. Hydrothermal carbonized sludge mixed with bark and ash in the proportions of 45:10:45 was densified into fertilizer pellets that meet the nutrient requirements of 120 kg N per hectare when 7 tons of pellets is spread in forests. The pellets met a high-quality result according to durability and density, which were above 95% and 900 kg/m3. However, pellets exposed to wet and cold conditions lost their hardness, making the pellets dissolve over time. Small amounts, <5‰, of nutrients, alkali ions, and heavy metals leached out from the pellets under all conditions, indicating good properties for forest soil amendment. The conclusion is that it is possible to close the circle of nutrients by using innovative thinking around forest industrial residual products.
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(This article belongs to the Special Issue Sustainability Analysis of Novel Approaches to Organic Waste Valorisation in a Circular Bioeconomy)
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