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24 pages, 6069 KiB  
Article
Development and Application of an Integrated Index for Occupational Safety Evaluation
by Paulo Silva, Mariana Carneiro, Nélson Costa, Isabel Loureiro, Paula Carneiro, Abel Pires and Cátia Ferreira
Safety 2024, 10(4), 106; https://doi.org/10.3390/safety10040106 (registering DOI) - 22 Dec 2024
Abstract
Occupational safety, reflecting the likelihood of work-related accidents, is crucial in work systems. A risk management model identifies, analyzes, and prioritizes risks, followed by the strategic application of resources to mitigate, monitor, and control the probability and impact of future events. Models integrating [...] Read more.
Occupational safety, reflecting the likelihood of work-related accidents, is crucial in work systems. A risk management model identifies, analyzes, and prioritizes risks, followed by the strategic application of resources to mitigate, monitor, and control the probability and impact of future events. Models integrating safety, ergonomics, and operational efficiency in risk management are non-existent, especially in the food retail sector. The proposed risk management model assigns the risk level to Safety using the Hazard Identification and Risk Assessment index (HIRA), an integral part of the Global Safety Index (GSI), both indices with five risk levels: 1 to 5 (acceptable to very critical). The organizational hierarchy of the evaluated company includes levels from microtask to insignia. The research aims to apply the HIRA index from the microtask to the area level. The HIRA application was conducted in a food retail company, starting with the identification and characterization of tasks in the “food” section and “fresh products” area (butchery, fishmonger, bakery, charcuterie/takeaway, and fruits and vegetables sections). The risk level of each microtask was assessed, then aggregated to higher organizational levels. Results showed that two new solutions reduced the safety risk in the mentioned sections proving the HIRA value as decision-making tool. Full article
(This article belongs to the Topic New Research in Work-Related Diseases, Safety and Health)
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<p>Percentages of references to the different risk criteria in occupational safety, found in the scientific literature. Adapted from Liu et al. [<a href="#B15-safety-10-00106" class="html-bibr">15</a>].</p>
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<p>Number of risk management models found in the literature by application area. Adapted from [<a href="#B15-safety-10-00106" class="html-bibr">15</a>].</p>
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<p>Schematic representation of the systemic approach in organizations. Adopted from Loureiro et al. [<a href="#B35-safety-10-00106" class="html-bibr">35</a>].</p>
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<p>Integrated management model (model Y) scheme.</p>
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<p>Diagram of the work structure of the food retail company analyzed. Example of the cleaning process.</p>
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<p>Bottom-up approach for HIRA calculation. Illustrative values.</p>
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<p>Schematic of the continuous improvement methodology in model Y.</p>
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<p>Tasks associated with pallet handling in the store warehouse.</p>
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<p>Pallet dispenser.</p>
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<p>Current floor-cleaning process. Photographs taken in the store analyzed.</p>
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<p>The “I-mop” washer–vacuum cleaner machine.</p>
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<p>Number of different macrotasks and microtasks identified in each section of the store’s different areas.</p>
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<p>Risk level assessment (HIRA) for the “food” section and the “fresh products” sections.</p>
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<p>Evaluation of HIRA at the affected organizational levels, from microtasks to sections, before the introduction of the washer–vacuum cleaner solution.</p>
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<p>Evaluation of HIRA for the affected organizational levels, from microtask to section, before the introduction of the pallet dispenser solution.</p>
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<p>HIRA assessment of the affected organizational levels, from the microtask to the section, after the introduction of the washer–vacuum cleaner solution.</p>
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<p>HIRA assessment of the affected organizational levels, from the microtask to the section, after the introduction of the pallet dispenser solution.</p>
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<p>Percentages of analyzed tasks with risk levels 1, 2, and 3 obtained for the HIRA index before (As Is) and after (To Be) the implemented solutions.</p>
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36 pages, 8289 KiB  
Review
On the Use of Green and Blue Laser Sources for Powder Bed Fusion: State of the Art Review for Additive Manufacturing of Copper and Its Alloys
by Mankirat Singh Khandpur, Alberto Giubilini, Luca Iuliano and Paolo Minetola
Metals 2024, 14(12), 1464; https://doi.org/10.3390/met14121464 (registering DOI) - 22 Dec 2024
Abstract
Additive manufacturing (AM) is a layerwise production process that creates three-dimensional objects according to a digital model. This technology has demonstrated to be a promising alternative to conventional manufacturing methods for various industrial sectors, such as aerospace, automotive, biomedical, and energy. AM offers [...] Read more.
Additive manufacturing (AM) is a layerwise production process that creates three-dimensional objects according to a digital model. This technology has demonstrated to be a promising alternative to conventional manufacturing methods for various industrial sectors, such as aerospace, automotive, biomedical, and energy. AM offers several advantages, like design flexibility, material efficiency, functional integration, and rapid prototyping. As regards metal parts, conventional AM techniques using infrared laser sources face some limitations in processing high-reflectivity and high-conductivity materials or alloys, such as aluminum, copper, gold, and silver. These materials have low absorption of infrared radiation, which results in unstable and shallow melt pools, poor surface quality, and high porosity. To overcome these challenges, green and blue laser sources have been proposed for AM processes. This review provides an overview of the recent developments and applications of green and blue laser sources for powder bed fusion of copper and its alloys, focusing on the effects of process parameters on the melt pool dynamics, microstructure formation, and thermal and electrical properties of the fabricated parts. This review also presents the main applications of AM of copper and its alloys together with potential opportunities for future developments. Full article
(This article belongs to the Special Issue Development of Metallic Material Laser Additive Manufacturing)
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<p>Classification of AM techniques for metals.</p>
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<p>Growth of citation counts over the years for Additive Manufacturing from SciVal benchmark metrics.</p>
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<p>Scheme of the PBF-LB process with a green laser source for copper powder.</p>
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<p>Absorption vs. wavelength for different solid materials. Adapted from Ref. [<a href="#B13-metals-14-01464" class="html-bibr">13</a>].</p>
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<p>Representation of laser-powder for different scanning speeds: (<b>a</b>) high speed; (<b>b</b>) low speed.</p>
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<p>Classification of the key factors of the PBF-LB process. Adapted with permission from ref. [<a href="#B27-metals-14-01464" class="html-bibr">27</a>]. 2024 Elsevier.</p>
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<p>Porosity of PBF-LB copper and copper alloy samples reported from Refs. [<a href="#B26-metals-14-01464" class="html-bibr">26</a>,<a href="#B46-metals-14-01464" class="html-bibr">46</a>,<a href="#B54-metals-14-01464" class="html-bibr">54</a>,<a href="#B55-metals-14-01464" class="html-bibr">55</a>], shown as function of process parameters: scanning speed vs. laser power (<b>a</b>); hatching distance vs. laser power (<b>b</b>).</p>
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<p>Porosity of PBF-LB copper and copper alloy samples reported from Refs. [<a href="#B26-metals-14-01464" class="html-bibr">26</a>,<a href="#B46-metals-14-01464" class="html-bibr">46</a>,<a href="#B54-metals-14-01464" class="html-bibr">54</a>,<a href="#B55-metals-14-01464" class="html-bibr">55</a>], shown as function of process parameters: scanning speed vs. laser power (<b>a</b>); hatching distance vs. laser power (<b>b</b>).</p>
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<p>Electrical conductivity depending on the relative density of PBF-LB copper and copper alloy samples reported from Refs. [<a href="#B20-metals-14-01464" class="html-bibr">20</a>,<a href="#B26-metals-14-01464" class="html-bibr">26</a>,<a href="#B37-metals-14-01464" class="html-bibr">37</a>,<a href="#B46-metals-14-01464" class="html-bibr">46</a>,<a href="#B54-metals-14-01464" class="html-bibr">54</a>,<a href="#B57-metals-14-01464" class="html-bibr">57</a>].</p>
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<p>Thermal conductivity depending on the relative density of PBF-LB copper and copper alloy samples reported from Refs. [<a href="#B37-metals-14-01464" class="html-bibr">37</a>,<a href="#B54-metals-14-01464" class="html-bibr">54</a>,<a href="#B55-metals-14-01464" class="html-bibr">55</a>].</p>
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<p>Microstructural characterization of pure copper manufactured by: (<b>a</b>) green laser with a linear energy density of 0.81 J/mm. Reprinted from Ref. [<a href="#B20-metals-14-01464" class="html-bibr">20</a>]; (<b>b</b>) IR laser PBF with a linear energy density of 2.25 J/mm. Reprinted from Ref. [<a href="#B45-metals-14-01464" class="html-bibr">45</a>]; (<b>c</b>) IR laser PBF with a linear energy density of 1.82 J/mm. Reprinted from Ref. [<a href="#B45-metals-14-01464" class="html-bibr">45</a>]. Yellow dashed lines indicate melt pools, while white arrows highlight keyhole porosities.</p>
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<p>Crystallographic texture along the build direction of a pure copper lattice structure manufactured by green laser PBF. Reprinted from Ref. [<a href="#B64-metals-14-01464" class="html-bibr">64</a>].</p>
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<p>3D-printed hairpin windings for electric motors (<b>a</b>), reprinted from Ref. [<a href="#B67-metals-14-01464" class="html-bibr">67</a>]; 3D-printed hairpin head mounted on conventional stator windings (<b>b</b>), reprinted from Ref. [<a href="#B68-metals-14-01464" class="html-bibr">68</a>].</p>
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<p>Concentrated PBF-LB hollow winding (<b>a</b>), reprinted with permission from Ref. [<a href="#B48-metals-14-01464" class="html-bibr">48</a>]. 2024 Elsevier; mounting of concentrated copper alloy windings (<b>b</b>), adapted from Ref. [<a href="#B71-metals-14-01464" class="html-bibr">71</a>].</p>
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<p>Induction coil with inner channels for liquid cooling (<b>a</b>); induction heater with integrated water cooling (<b>b</b>), reprinted with permission from Ref. [<a href="#B76-metals-14-01464" class="html-bibr">76</a>]. 2024 Elsevier.</p>
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<p>Copper PBF-LB insert with spiral conformal cooling channels for an injection mold, reprinted with permission from ref. [<a href="#B82-metals-14-01464" class="html-bibr">82</a>]. 2024 Elsevier.</p>
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<p>PBF-LB copper heat sink structures with columnar (<b>a</b>), helix (<b>b</b>), and bent tubes (<b>c</b>), adapted with permission from ref. [<a href="#B93-metals-14-01464" class="html-bibr">93</a>]. 2024 Elsevier; heat sinks designed through topology optimization for thermal management of electronic chips (<b>d</b>,<b>e</b>).</p>
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<p>Closed (<b>a</b>) and open structure (<b>b</b>) of an X-band slot array waveguide, reprinted from Ref. [<a href="#B97-metals-14-01464" class="html-bibr">97</a>]; RF pyramidal antenna with fractal structure manufactured by green laser PBF (<b>c</b>), reprinted from Ref. [<a href="#B100-metals-14-01464" class="html-bibr">100</a>]; AM radio frequency quadrupole accelerator (<b>d</b>), reprinted from Ref. [<a href="#B101-metals-14-01464" class="html-bibr">101</a>].</p>
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<p>Proof of concept for a combustion chamber with self-supporting TPMS structure for cooling: CAD model (<b>a</b>); as-built copper PBF-LB part after powder removal (<b>b</b>); finished part after sand blasting (<b>c</b>).</p>
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16 pages, 3616 KiB  
Article
Bacterial Nanocellulose Grafted in Yeast Films: The Influence of Plasticizer and Emulsifier Concentration on Film Properties
by Iulia Bleoanca, Leontina Grigore-Gurgu, Alina Cantaragiu Ceoromila, Daniela Borda, Felicia Stan and Catalin Fetecau
Appl. Sci. 2024, 14(24), 12010; https://doi.org/10.3390/app142412010 (registering DOI) - 22 Dec 2024
Abstract
A new generation of food packaging materials, centered on green solutions, is currently being developed in labs basing these materials on underused secondary industrial food by-products which have the ability to reduce the amount of petroleum-based packaging generated in order to minimize environmental [...] Read more.
A new generation of food packaging materials, centered on green solutions, is currently being developed in labs basing these materials on underused secondary industrial food by-products which have the ability to reduce the amount of petroleum-based packaging generated in order to minimize environmental harm and food by-products while ensuring food quality and safety. This study presents a sustainable biopolymeric combination based on bacterial nanocellulose grafted in yeast films, its potential to improve matrices properties, and the influence of plasticizer and emulsifier concentrations on mechanical properties, volatile fingerprint, and antimicrobial activity of films. Yeast films with 1.00% glycerol and 1.00% Tween 80, functionalized with a 2.00% mixture of cinnamon–lavender essential oils and with 2.00% bacterial cellulose produced from SCOBY presented improved mechanical properties compared to the control and exerted antipathogenic activity against Listeria monocytogens, Staphylococcus aureus, and Escherichia coli. Yeast films with grafted bacterial cellulose could be a sustainable food packaging solution for future applications. Full article
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<p>Bacterial nanocellulose crystals (<b>a</b>) CNC magnified 30,000×; (<b>b</b>) CNC size distribution.</p>
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<p>Yeast films with grafted CNC (first two columns, <b>a1</b>–<b>a3</b>,<b>b1</b>–<b>b3</b>) (<b>a1</b>–<b>a3</b>). Top view 5000×, (<b>b1</b>–<b>b3</b>). Cross-section 5000× and control-without CNC (last two columns, <b>c1</b>–<b>c3</b>,<b>d1</b>–<b>d3</b>), (<b>c1</b>–<b>c3</b>). Top view 5000×, (<b>d1</b>–<b>d3</b>). Cross-section 5000×.</p>
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<p>Yeast films functionalized with 2.0% CLEO and 2.0% CNC from left to right: Y1-CNC, Y2-CNC, Y3-CNC.</p>
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<p>FTIR spectra of CNC, CLEO and grafted CNC on yeast films, from 400 to 1600 cm<sup>−1</sup> (<b>a</b>) and 1600–7000 cm<sup>−1</sup> wavenumber (<b>b</b>), molecules demonstration in FTIR spectra of Y1-CNC (<b>c</b>), PCA scores and clusters (<b>d</b>).</p>
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<p>Heat map showing the retention rate of VOCs (%) by the yeast films in comparison with CLEO (<b>a</b>) and dendogram (<b>b</b>).</p>
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<p>Mechanical properties of yeast films (<b>a</b>). Elastic modulus, (<b>b</b>). Tensile strength.</p>
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13 pages, 10017 KiB  
Article
Estimation of Nitrous Oxide Emissions from Agricultural Sources and Characterization of Spatial and Temporal Changes in Anhui Province (China)
by Zhou Ye, Yujuan Sun, Xianglin Zhang and Youzhi Yao
Atmosphere 2024, 15(12), 1538; https://doi.org/10.3390/atmos15121538 (registering DOI) - 22 Dec 2024
Abstract
To evaluate the estimation and spatiotemporal variation characteristics of nitrous oxide emissions from agricultural sources in Anhui Province, the nitrous oxide emissions generated during crop cultivation and manure management were assessed based on the recommended methods in the “Guidelines for Provincial Greenhouse Gas [...] Read more.
To evaluate the estimation and spatiotemporal variation characteristics of nitrous oxide emissions from agricultural sources in Anhui Province, the nitrous oxide emissions generated during crop cultivation and manure management were assessed based on the recommended methods in the “Guidelines for Provincial Greenhouse Gas Inventories” and official statistical data. The results showed that the overall emission of nitrous oxide from agricultural land showed a downward trend, reaching a valley value in 2019 with an emission of 2.83 × 104 tons. The annual average emissions of nitrous oxide from agricultural land and manure management account for 80.98% and 19.02% of the total annual average emissions of nitrous oxide from agricultural activities in Anhui Province, respectively. Both agricultural land emissions and livestock manure management show a trend of nitrous oxide emissions decreasing from the northern region of Anhui > central region of Anhui > southern region of Anhui. In this paper, we explored and discussed the intrinsic driving factors behind the spatiotemporal changes in nitrous oxide emissions, and analyzed the potential for future emission reductions. It is suggested that the emissions of nitrous oxide from agricultural sources can be reduced through measures such as reasonable nitrogen application, adjustment of aquaculture structures, and the improvement of manure treatment methods, providing a theoretical reference for the estimation of greenhouse gas emissions from agricultural sources. Full article
(This article belongs to the Section Air Quality)
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<p>Changes in the number of farmed animals: (<b>a</b>) for non-dairy cows (×10<sup>3</sup>), (<b>b</b>) for poultry (×10<sup>5</sup>), (<b>c</b>) for sheep (×10<sup>3</sup>), and (<b>d</b>) for pigs (×10<sup>5</sup>).</p>
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<p>Mechanism diagram of nitrous oxide-emissions from agricultural sources [<a href="#B21-atmosphere-15-01538" class="html-bibr">21</a>].</p>
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<p>Historical changes in nitrous oxide emissions from agricultural activities in Anhui Province.</p>
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<p>Annual emissions of nitrous oxide from agricultural land in Anhui Province.</p>
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<p>Annual emissions of nitrous oxide from animal fecal management.</p>
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<p>Statistical chart of nitrous oxide emissions from agricultural land at some prefecture-level cities in Anhui Province (<b>a</b>) and nitrous oxide emissions from livestock and poultry manure management (<b>b</b>).</p>
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<p>Contribution of animal manure management (<b>a</b>) and agricultural land (<b>b</b>) to nitrous oxide emissions in some prefecture-level cities of Anhui Province in 2014 and 2022.</p>
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20 pages, 915 KiB  
Review
Advances in Bioprocess Engineering for Optimising Chlorella vulgaris Fermentation: Biotechnological Innovations and Applications
by Ana R. Mendes, Maria P. Spínola, Madalena Lordelo and José A. M. Prates
Foods 2024, 13(24), 4154; https://doi.org/10.3390/foods13244154 (registering DOI) - 22 Dec 2024
Abstract
Chlorella vulgaris, a unicellular green microalga, has obtained significant attention due to its high protein content, abundance of bioactive compounds, and broad biotechnological potential. Used in nutraceuticals, pharmaceuticals, and functional foods, it is now gaining traction in cosmetics, biopharmaceuticals, and environmental applications. [...] Read more.
Chlorella vulgaris, a unicellular green microalga, has obtained significant attention due to its high protein content, abundance of bioactive compounds, and broad biotechnological potential. Used in nutraceuticals, pharmaceuticals, and functional foods, it is now gaining traction in cosmetics, biopharmaceuticals, and environmental applications. Recent advancements in fermentation technology, such as the development of high-density fermentation strategies, adaptive evolution of strains, and real-time monitoring systems, have greatly improved the efficiency, scalability, and sustainability of C. vulgaris production, enhancing bioavailability and product quality. This review explores developments in C. vulgaris fermentation, highlighting advancements in strain improvement through genetic engineering, metabolic optimization, mutagenesis, and adaptive evolution, alongside bioprocess engineering and the optimization of fermentation parameters. Key considerations include bioreactor design, downstream processing, and innovative monitoring technologies aimed at maximizing biomass yield and bioactive compound production. Emerging applications of fermented C. vulgaris across industries are also highlighted, along with future perspectives on scaling up production, addressing regulatory challenges, and ensuring biosafety. These insights provide a comprehensive outlook on the future of C. vulgaris fermentation in biotechnological applications. Full article
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<p>Overview of strain improvement techniques for enhancing metabolic pathways and production in <span class="html-italic">Chlorella vulgaris</span>.</p>
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11 pages, 206 KiB  
Article
Leadership for the Future: Enhancing Principal Preparation Through Standards and Innovation
by Bonnie C. Fusarelli and Lance D. Fusarelli
Educ. Sci. 2024, 14(12), 1403; https://doi.org/10.3390/educsci14121403 (registering DOI) - 22 Dec 2024
Abstract
This manuscript presents a comprehensive analysis of NC State University’s redesigned principal preparation program, emphasizing its alignment with state and national leadership standards, innovative curriculum, and commitment to practical application. The program’s redesign addresses long-standing criticisms of traditional university-based leadership preparation, such as [...] Read more.
This manuscript presents a comprehensive analysis of NC State University’s redesigned principal preparation program, emphasizing its alignment with state and national leadership standards, innovative curriculum, and commitment to practical application. The program’s redesign addresses long-standing criticisms of traditional university-based leadership preparation, such as the disconnect between theory and practice, by incorporating data-driven instructional leadership, equity-focused training, and collaborative community engagement. Additionally, this article explores the role of specialized internships, full-time residencies, and the integration of technology in training future principals. The program’s success is demonstrated by improved principal placement, school outcomes, and teacher retention—particularly in high-need schools. Finally, the manuscript discusses the future of leadership preparation, highlighting the potential of artificial intelligence to further enhance decision-making, personalized professional development, and administrative efficiency, while addressing ethical considerations such as data privacy and equity. Full article
(This article belongs to the Special Issue Strengthening Educational Leadership Preparation and Development)
83 pages, 14385 KiB  
Review
A Review of Large Language Models: Fundamental Architectures, Key Technological Evolutions, Interdisciplinary Technologies Integration, Optimization and Compression Techniques, Applications, and Challenges
by Songyue Han, Mingyu Wang, Jialong Zhang, Dongdong Li and Junhong Duan
Electronics 2024, 13(24), 5040; https://doi.org/10.3390/electronics13245040 (registering DOI) - 21 Dec 2024
Abstract
Large language model-related technologies have shown astonishing potential in tasks such as machine translation, text generation, logical reasoning, task planning, and multimodal alignment. Consequently, their applications have continuously expanded from natural language processing to computer vision, scientific computing, and other vertical industry fields. [...] Read more.
Large language model-related technologies have shown astonishing potential in tasks such as machine translation, text generation, logical reasoning, task planning, and multimodal alignment. Consequently, their applications have continuously expanded from natural language processing to computer vision, scientific computing, and other vertical industry fields. This rapid surge in research work in a short period poses significant challenges for researchers to comprehensively grasp the research dynamics, understand key technologies, and develop applications in the field. To address this, this paper provides a comprehensive review of research on large language models. First, it organizes and reviews the research background and current status, clarifying the definition of large language models in both Chinese and English communities. Second, it analyzes the mainstream infrastructure of large language models and briefly introduces the key technologies and optimization methods that support them. Then, it conducts a detailed review of the intersections between large language models and interdisciplinary technologies such as contrastive learning, knowledge enhancement, retrieval enhancement, hallucination dissolution, recommendation systems, reinforcement learning, multimodal large models, and agents, pointing out valuable research ideas. Finally, it organizes the deployment and industry applications of large language models, identifies the limitations and challenges they face, and provides an outlook on future research directions. Our review paper aims not only to provide systematic research but also to focus on the integration of large language models with interdisciplinary technologies, hoping to provide ideas and inspiration for researchers to carry out industry applications and the secondary development of large language models. Full article
(This article belongs to the Special Issue Recent Advances in Large Language Models)
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<p>LLM basic construction flow.</p>
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<p>PRISMA 2020 flow diagram for new systematic reviews.</p>
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<p>Organizational framework of the paper.</p>
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<p>Stages in the development of the modern language model.</p>
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<p>Sketch of the LLM development timeline.</p>
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<p>Attention mechanism diagram.</p>
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<p>Transformer model architecture.</p>
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<p>ViT model structure [<a href="#B30-electronics-13-05040" class="html-bibr">30</a>].</p>
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<p>Overall framework of key technologies and evolution in LLMs.</p>
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<p>GPT model structure.</p>
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<p>The modeling approach of the GPT model.</p>
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<p>Illustration of in-context learning.</p>
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<p>Sample use of chain-of-thought prompt [<a href="#B53-electronics-13-05040" class="html-bibr">53</a>].</p>
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<p>Evolution of GPT series model architecture and key technologies.</p>
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<p>LLaMA model architecture.</p>
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<p>NLP rule-based task processing methods.</p>
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<p>NLP machine learning-based task processing methods.</p>
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<p>NLP deep learning-based methods.</p>
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<p>NLP task processing methods based on LLMs.</p>
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<p>The convolutional feature extraction process in the LeNet architecture [<a href="#B59-electronics-13-05040" class="html-bibr">59</a>].</p>
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<p>Schematic diagram of the evolution of multimodal task processing paradigms. In which, subfigure (<b>a</b>) represents the task processing paradigm of the traditional multimodal interaction model stage, subfigure (<b>b</b>) represents the task processing paradigm of the multimodal pre-trained model stage, and subfigure (<b>c</b>) represents the task processing paradigm of the multimodal large model stage.</p>
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<p>Schematic diagram of common parallel training methods.</p>
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<p>Contrastive learning framework [<a href="#B99-electronics-13-05040" class="html-bibr">99</a>].</p>
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<p>The paradigm of cross-application of LLMs and contrastive learning technology.</p>
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<p>The application paradigm of knowledge-enhanced LLMs.</p>
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<p>Paradigm underlying LLM application of RAG.</p>
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<p>Comparison of RAG and fine-tuning application paradigms.</p>
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<p>The intersection of LLMs and recommender systems.</p>
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<p>The main framework of reinforcement learning.</p>
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<p>Enhanced learning paradigm.</p>
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<p>Universal multimodal large model development logic diagram.</p>
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<p>LLM-driven agent framework.</p>
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<p>Model compression method.</p>
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<p>LLM’s application hierarchy.</p>
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<p>The workflow of blockchain native SmartLLM [<a href="#B224-electronics-13-05040" class="html-bibr">224</a>].</p>
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<p>The overall workflow of COA-GPT.</p>
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22 pages, 2617 KiB  
Review
Underwater SSP Measurement and Estimation: A Survey
by Wei Huang, Pengfei Wu, Jiajun Lu, Junpeng Lu, Zhengyang Xiu, Zhenpeng Xu, Sijia Li and Tianhe Xu
J. Mar. Sci. Eng. 2024, 12(12), 2356; https://doi.org/10.3390/jmse12122356 (registering DOI) - 21 Dec 2024
Abstract
Real-time and accurate construction of regional sound speed profiles (SSPs) is important for building underwater positioning, navigation, and timing (PNT) systems as it greatly affects signal propagation modes. In this paper, we summarize and analyze the current research status in the field of [...] Read more.
Real-time and accurate construction of regional sound speed profiles (SSPs) is important for building underwater positioning, navigation, and timing (PNT) systems as it greatly affects signal propagation modes. In this paper, we summarize and analyze the current research status in the field of underwater SSP construction, where the mainstream methods include direct SSP measurement and SSP inversion. For the direct measurement method, we compare the performance of popular international and commercial brands of temperature, conductivity, and depth profilers (CTDs). For the inversion methods, the framework and basic principles of matched field processing (MFP), compressive sensing (CS), and deep learning (DL) are introduced, and their advantages and disadvantages are compared. Presently, SSP inversion relies on sonar observation data, limiting its applicability to areas that can only be reached by underwater observation systems. Furthermore, these methods are unable to predict the distribution of sound velocity in future time. Therefore, the mainstream trend in future research on SSP construction will involve comprehensive utilization of multi-source data to offer elastic sound velocity distribution estimation services for underwater users without the need for sonar observation data. Full article
(This article belongs to the Section Ocean Engineering)
21 pages, 3013 KiB  
Review
Lab-on-a-Chip Devices for Nucleic Acid Analysis in Food Safety
by Inae Lee and Hae-Yeong Kim
Micromachines 2024, 15(12), 1524; https://doi.org/10.3390/mi15121524 (registering DOI) - 21 Dec 2024
Abstract
Lab-on-a-chip (LOC) devices have been developed for nucleic acid analysis by integrating complex laboratory functions onto a miniaturized chip, enabling rapid, cost-effective, and highly sensitive on-site testing. This review examines the application of LOC technology in food safety, specifically in the context of [...] Read more.
Lab-on-a-chip (LOC) devices have been developed for nucleic acid analysis by integrating complex laboratory functions onto a miniaturized chip, enabling rapid, cost-effective, and highly sensitive on-site testing. This review examines the application of LOC technology in food safety, specifically in the context of nucleic acid-based analyses for detecting pathogens and contaminants. We focus on microfluidic-based LOC devices that optimize nucleic acid extraction and purification on the chip or amplification and detection processes based on isothermal amplification and polymerase chain reaction. We also explore advancements in integrated LOC devices that combine nucleic acid extraction, amplification, and detection processes within a single chip to minimize sample preparation time and enhance testing accuracy. The review concludes with insights into future trends, particularly the development of portable LOC technologies for rapid and efficient nucleic acid testing in food safety. Full article
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<p>Sample preparation in microfluidic LOC devices for nucleic acid analysis. (<b>A</b>) Schematic diagram of immunomagnetic separation, nucleic acid extraction, and purification parts in a fully integrated microfluidic biosensor with finger actuation. Reproduced with permission from Ref. [<a href="#B45-micromachines-15-01524" class="html-bibr">45</a>]. (<b>B</b>) The schematic for magnetic bead chain-based continuous-flow DNA extraction and the design of the concentric half-ring magnets. Reproduced with permission from Ref. [<a href="#B46-micromachines-15-01524" class="html-bibr">46</a>]. (<b>C</b>) The centrifugal microfluidic chip and the chitosan nucleic acid extraction method. Reproduced with permission from Ref. [<a href="#B47-micromachines-15-01524" class="html-bibr">47</a>]. (<b>D</b>) The nucleic acid extraction from bacteria on the nucleic acid extraction chip and its structure (top layer, filter layer, and bottom layer), in which the glass microfiber filter was inserted in the middle of the filter layer. Reproduced with permission from Ref. [<a href="#B48-micromachines-15-01524" class="html-bibr">48</a>].</p>
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<p>Microfluidic LOC devices for nucleic acid amplification and detection of foodborne pathogens. (<b>A</b>) Multiplex detection of foodborne pathogens in milk using real-time LAMP on a digital microfluidic chip. Reproduced with permission from Ref. [<a href="#B62-micromachines-15-01524" class="html-bibr">62</a>]. (<b>B</b>) The multiplexed detection of foodborne pathogens based on one-pot RAA-CRISPR/Cas12a assay on a finger-actuated microfluidic biosensor. Reproduced with permission from Ref. [<a href="#B85-micromachines-15-01524" class="html-bibr">85</a>]. (<b>C</b>) The real-time RPA microfluidic chip detection platform for several pathogenic microorganisms of the penaeid shrimp. Reproduced with permission from Ref. [<a href="#B68-micromachines-15-01524" class="html-bibr">68</a>].</p>
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<p>Microfluidic LOC devices for nucleic acid amplification and detection of food contaminants. (<b>A</b>) The integrated chip for the identification of meat adulteration in meat products, microneedle DNA extraction device, and hand-held microfluidic colorimetric LAMP chip. Reproduced with permission from Ref. [<a href="#B86-micromachines-15-01524" class="html-bibr">86</a>]. (<b>B</b>) The microarray PCR-directed LFS device and the workflow of the processes for various meat adulteration assays. Reproduced with permission from Ref. [<a href="#B72-micromachines-15-01524" class="html-bibr">72</a>]. (<b>C</b>) Mini-disk capillary array coupling with LAMP analysis for GMO testing. Reproduced with permission from Ref. [<a href="#B75-micromachines-15-01524" class="html-bibr">75</a>].</p>
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<p>Integrated microfluidic LOC devices for nucleic acid analysis. (<b>A</b>) The workflow and structure of the integrated multiplex digital RPA chip for rapid detection of pathogens. Reproduced with permission from Ref. [<a href="#B42-micromachines-15-01524" class="html-bibr">42</a>]. (<b>B</b>) Microfluidic chip combining heating lysis, magnetic extraction and concentration, and RAA for <span class="html-italic">S. typhimurium</span> detection. Reproduced with permission from Ref. [<a href="#B89-micromachines-15-01524" class="html-bibr">89</a>]. (<b>C</b>) Microfluidic chip for integrating spore collection, spore lysis, dilution, LAMP, and fluorescence detection of rice false smut. Reproduced with permission from Ref. [<a href="#B91-micromachines-15-01524" class="html-bibr">91</a>]. (<b>D</b>) All-in-one microfluidic system consisting of magnetic DNA extraction and colorimetric LAMP for on-site multiplex foodborne pathogen detection. Reproduced with permission from Ref. [<a href="#B6-micromachines-15-01524" class="html-bibr">6</a>]. (<b>E</b>) Integrated detection of rice false smut spores (RFSS) based on a microfluidic chip that includes RFSS collection, RFSS cultivation on-chip, and RPA-LFD detection on-chip. Reproduced with permission from Ref. [<a href="#B92-micromachines-15-01524" class="html-bibr">92</a>]. (<b>F</b>) Duplex LAMP-based LFS for the detection of goat- and cow-derived components in goat milk and microfluidic-assisted nucleic acid LFS cassette-integrated LAMP and LFS visual detection of goat milk. Reproduced with permission from Ref. [<a href="#B70-micromachines-15-01524" class="html-bibr">70</a>].</p>
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<p>Schematic overview for microfluidic lab-on-a-chip technology for nucleic acid analysis in food safety control.</p>
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19 pages, 876 KiB  
Review
Incorporating Environmental Sustainability and Supply Chain Management in Contemporary Interior Design: A Study on Chinese Landscape Paintings
by Jie Ma and Safial Aqbar Bin Zakaria
Buildings 2024, 14(12), 4071; https://doi.org/10.3390/buildings14124071 (registering DOI) - 21 Dec 2024
Abstract
The primary objective of this empirical investigation was to comprehensively examine the economic, environmental, and socio-cultural factors that exert a substantial influence on the collective impact of Chinese landscape paintings and modernist interior design. The study applied a complete econometric framework, integrating unit [...] Read more.
The primary objective of this empirical investigation was to comprehensively examine the economic, environmental, and socio-cultural factors that exert a substantial influence on the collective impact of Chinese landscape paintings and modernist interior design. The study applied a complete econometric framework, integrating unit root tests, lag selection criteria, and autoregressive distributed lag (ARDL) models. The results indicate a statistically significant and enduring association between essential factors, such as customer demand, price elasticity, and supply chain costs. The ARDL models demonstrate significant short-term and long-term effects, as seen by the substantial R-squared values reaching 84.4%. These findings confirm the variables’ strength and explanatory capability and incorporate stepwise and robust least squares models, further supportingthe obtained results. The present findings have important implications for professionals in various fields of art interior design. The results provide valuable data-driven insights that can inform the creation of sustainability and economic feasibility in these domains. This study is a crucial reference point for future academic inquiries and practical applications in the interdisciplinary fields of art, design, and supply chain management. Full article
(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
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<p>Results of the Johansen Trace Test: The blue line represents the trace statistic, while the orange line indicates the critical value at the 5% significance level for testing cointegration among the variables.</p>
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<p>Trace and eigenvalue test results, illustrating the trace statistic (grey line) and the 5% critical value (orange line) across hypothesized cointegrating equations. The * symbol denotes cases where the null hypothesis of no cointegration is rejected at the 5% significance level.</p>
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<p>Results of the ARDL test, illustrating the long-term coefficients (yellow line), short-term coefficients (orange line), and model validation metrics (blue line).</p>
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20 pages, 3105 KiB  
Review
Binding Molecules in Tick Saliva for Targeting Host Cytokines, Chemokines, and Beyond
by Chamberttan Souza Desidério, Victor Hugo Palhares Flávio-Reis, Yago Marcos Pessoa-Gonçalves, Rafael Destro Rosa Tiveron, Helioswilton Sales-Campos, Andrei Giacchetto Felice, Siomar de Castro Soares, Rhainer Guillermo-Ferreira, Wellington Francisco Rodrigues and Carlo José Freire Oliveira
Biomolecules 2024, 14(12), 1647; https://doi.org/10.3390/biom14121647 (registering DOI) - 21 Dec 2024
Abstract
Ticks have coevolved with their hosts over millions of years, developing the ability to evade hemostatic, inflammatory, and immunological responses. Salivary molecules from these vectors bind to cytokines, chemokines, antibodies, complement system proteins, vasodilators, and molecules involved in coagulation and platelet aggregation, among [...] Read more.
Ticks have coevolved with their hosts over millions of years, developing the ability to evade hemostatic, inflammatory, and immunological responses. Salivary molecules from these vectors bind to cytokines, chemokines, antibodies, complement system proteins, vasodilators, and molecules involved in coagulation and platelet aggregation, among others, inhibiting or blocking their activities. Initially studied to understand the complexities of tick–host interactions, these molecules have been more recently recognized for their potential clinical applications. Their ability to bind to soluble molecules and modulate important physiological systems, such as immunity, hemostasis, and coagulation, positions them as promising candidates for future therapeutic development. This review aims to identify the binding molecules present in tick saliva, determine their primary targets, and explore the tick species involved in these processes. By associating the binding molecules, the molecules to which they bind, and the effect caused, the review provides a basis for understanding how these molecules can contribute to possible future advances in clinical applications. Full article
(This article belongs to the Special Issue Cytokine Signaling in Immunity and Immune Cell-Mediated Diseases)
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<p>Tick families represented Tick families represented and their respective clades; the shades of blue represent the number of studies per molecule per clade, the letters represent the molecules presented in <a href="#biomolecules-14-01647-t001" class="html-table">Table 1</a>.</p>
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36 pages, 5235 KiB  
Review
A Systematic Review on the Advancements in Remote Sensing and Proximity Tools for Grapevine Disease Detection
by Fernando Portela, Joaquim J. Sousa, Cláudio Araújo-Paredes, Emanuel Peres, Raul Morais and Luís Pádua
Sensors 2024, 24(24), 8172; https://doi.org/10.3390/s24248172 (registering DOI) - 21 Dec 2024
Abstract
Grapevines (Vitis vinifera L.) are one of the most economically relevant crops worldwide, yet they are highly vulnerable to various diseases, causing substantial economic losses for winegrowers. This systematic review evaluates the application of remote sensing and proximal tools for vineyard disease [...] Read more.
Grapevines (Vitis vinifera L.) are one of the most economically relevant crops worldwide, yet they are highly vulnerable to various diseases, causing substantial economic losses for winegrowers. This systematic review evaluates the application of remote sensing and proximal tools for vineyard disease detection, addressing current capabilities, gaps, and future directions in sensor-based field monitoring of grapevine diseases. The review covers 104 studies published between 2008 and October 2024, identified through searches in Scopus and Web of Science, conducted on 25 January 2024, and updated on 10 October 2024. The included studies focused exclusively on the sensor-based detection of grapevine diseases, while excluded studies were not related to grapevine diseases, did not use remote or proximal sensing, or were not conducted in field conditions. The most studied diseases include downy mildew, powdery mildew, Flavescence dorée, esca complex, rots, and viral diseases. The main sensors identified for disease detection are RGB, multispectral, hyperspectral sensors, and field spectroscopy. A trend identified in recent published research is the integration of artificial intelligence techniques, such as machine learning and deep learning, to improve disease detection accuracy. The results demonstrate progress in sensor-based disease monitoring, with most studies concentrating on specific diseases, sensor platforms, or methodological improvements. Future research should focus on standardizing methodologies, integrating multi-sensor data, and validating approaches across diverse vineyard contexts to improve commercial applicability and sustainability, addressing both economic and environmental challenges. Full article
(This article belongs to the Special Issue Sensor and AI Technologies in Intelligent Agriculture: 2nd Edition)
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<p>PRISMA flowchart illustrating the systematic review process for identifying and selecting studies on grapevine disease detection and/or monitoring using sensor-based technologies under field conditions.</p>
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<p>Color-coded keyword clusters from the reviewed studies and their relationships. Created using VOSviewer (version 1.6.20). Each color represents a different cluster. MSP: multispectral; HYP: hyperspectral; VI: vegetation indices; TIR: thermal infrared; IoT: Internet of Things; AI: artificial intelligence; RF: random forest; CNN: convolutional neural network; CV: computer vision.</p>
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<p>Visual symptoms of grapevine diseases: (<b>a</b>) downy mildew; (<b>b</b>) powdery mildew; (<b>c</b>) bunch rots; (<b>d</b>) esca complex; (<b>e</b>) <span class="html-italic">Flavescence dorée</span>; and (<b>f</b>) viral diseases.</p>
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<p>Annual distribution of the identified publications on grapevine disease detection (2008–2023), categorized by manuscript type.</p>
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<p>Distribution of sensor use based on proximal or remote sensing studies. TIR: thermal infrared; SI: spectral instruments; MSP: multispectral; RGB: red, green, blue; IoT: Internet of Things.</p>
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<p>Proportional representation of sensor usage (<b>a</b>) and grapevine disease (<b>b</b>) based on the type of infection, including trunk diseases, leaf diseases, fruit diseases, and those not specified. TIR: thermal infrared; SI: spectral instruments; MSP: multispectral; RGB: red, green, blue; IoT: Internet of Things.</p>
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<p>Thermal infrared and RGB images of grapevine leaves showing the thermal behavior of a non-infected leaf (<b>a</b>) and a leaf infected with downy mildew (<b>b</b>).</p>
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<p>Photographs of different stages of downy mildew in grapevine leaves on both abaxial and adaxial sides of the leaf.</p>
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<p>Spectroscopy data of a leaf infected with downy mildew and another without infection. The area highlighted in grey presents differences in the visible and near-infrared parts of the electromagnetic spectrum. Data acquired using ASD FieldSpec 4 (Malvern Panalytical Ltd., Malvern, UK).</p>
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<p>Different types of grape rots, showing different stages of their development.</p>
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<p>Multi-temporal by Day of Year (DOY) of orthorectified data acquired using unmanned aerial vehicles of a grapevine infected with the esca complex: (<b>a</b>) RGB orthophoto mosaic, (<b>b</b>) normalized difference vegetation index (NDVI), and (<b>c</b>) thermal infrared surface temperature.</p>
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<p>Hyperspectral data acquired from an unmanned aerial vehicle (Headwall Nano-Hyperspec sensor) on a vineyard infected with leafroll virus: (<b>a</b>) location of grapevines with and without visible leafroll symptoms; and (<b>b</b>) their respective spectral signatures.</p>
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22 pages, 3160 KiB  
Article
Genomic Analysis of Talaromyces verruculosus SJ9: An Efficient Tetracycline-, Enrofloxacin-, and Tylosin-Degrading Fungus
by Jing Fu, Xiaoqing Wu, Chi Zhang, Yuhan Tang, Fangyuan Zhou, Xinjian Zhang and Susu Fan
Genes 2024, 15(12), 1643; https://doi.org/10.3390/genes15121643 (registering DOI) - 21 Dec 2024
Abstract
Abstract: Many fungi related to Talaromyces verruculosus can degrade a wide range of pollutants and are widely distributed globally. T. verruculosus SJ9 was enriched from fresh strawberry inter-root soil to yield fungi capable of degrading tetracycline, enrofloxacin, and tylosin. T. verruculosus SJ9 [...] Read more.
Abstract: Many fungi related to Talaromyces verruculosus can degrade a wide range of pollutants and are widely distributed globally. T. verruculosus SJ9 was enriched from fresh strawberry inter-root soil to yield fungi capable of degrading tetracycline, enrofloxacin, and tylosin. T. verruculosus SJ9 genome was sequenced, assembled, and annotated in this study utilizing bioinformatics software, PacBio, and the Illumina NovaSeq PE150 technology. The genome size is 40.6 Mb, the N50 scaffold size is 4,534,389 bp, and the predicted number of coding genes is 8171. The T. verruculosus TS63-9 genome has the highest resemblance to the T. verruculosus SJ9 genome, according to a comparative genomic analysis of seven species. In addition, we annotated many genes encoding antibiotic-degrading enzymes in T. verruculosus SJ9 through genomic databases, which also provided strong evidence for its ability to degrade antibiotics. Through the correlation analysis of the whole-genome data of T. verruculosus SJ9, we identified a number of genes capable of encoding antibiotic-degrading enzymes in its gene function annotation database. These antibiotic-related enzymes provide some evidence that T. verruculosus SJ9 can degrade fluoroquinolone antibiotics, tetracycline antibiotics, and macrolide antibiotics. In summary, the complete genome sequence of T. verruculosus SJ9 has now been published, and this resource constitutes a significant dataset that will inform forthcoming transcriptomic, proteomic, and metabolic investigations of this fungal species. In addition, genomic studies of other filamentous fungi can utilize it as a reference. Thanks to the discoveries made in this study, the future application of this fungus in industrial production will be more rapid. Full article
(This article belongs to the Section Microbial Genetics and Genomics)
17 pages, 6416 KiB  
Article
Comparative Study of Transverse Shear Characteristics of Shear-Yielding Bolts and Traditional Bolts Based on Numerical Simulations and Direct Shear Tests
by Jianqiang Xu, Xiaohua Yang, Xueming Jia, Haoyu Zhang and Tiangong Zhang
Buildings 2024, 14(12), 4066; https://doi.org/10.3390/buildings14124066 (registering DOI) - 21 Dec 2024
Abstract
The shear-yielding bolt is a new type of anchoring structure, and its working mechanism in layered rocks is not yet well understood. To investigate its transverse shear characteristics, this paper takes the shear-yielding bolt as the research subject and uses different anchoring states [...] Read more.
The shear-yielding bolt is a new type of anchoring structure, and its working mechanism in layered rocks is not yet well understood. To investigate its transverse shear characteristics, this paper takes the shear-yielding bolt as the research subject and uses different anchoring states of bolts as variables. A comparative study of shear-yielding bolts and traditional bolts is conducted using the Abaqus numerical simulation software and large-scale direct shear tests. The results show that (1) low-modulus material allows a slight displacement between the structural surface layers, which exerts the friction strength between rock mass layers and avoids stress concentration on the bolt. The shear-yielding bolts reach their peak shear stress in the case of greater displacement, averagely increased by 40% compared to traditional anchor bolts. (2) An increase in the moisture content has less influence on the shear-yielding bolt owing to the material properties. When the moisture content of the structural surface rises from 12% to 20%, for cases where the shear-yielding bolts are used, the peak shear stress decreases by 0.12 kPa, which only accounts for 12% of the original strength. (3) There is an optimum thickness of the low-modulus material in the shear-yielding bolt, considering its effect of releasing shear and the bonding effect between it and the bolt. According to the test results and numerical analysis, the optimum thickness is 15 mm. The results of this research provide a reference and basis for future study and engineering applications of shear-yielding bolts. Full article
(This article belongs to the Special Issue Foundation Treatment and Building Structural Performance Enhancement)
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<p>Schematic presentation of the structure of a traditional bolt.</p>
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<p>Schematic presentation of the structure of a shear-yielding bolt.</p>
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<p>Schematic presentation of experimental specimen.</p>
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<p>The large-scale direct shear test instrument.</p>
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<p>Illustration of experimental procedure: (<b>a</b>) specimen assembly; (<b>b</b>) preparation of structural surface material; (<b>c</b>) insertion of low-modulus material; and (<b>d</b>) completion of test assembly.</p>
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<p>Calculation model and meshing in the simulation: (<b>a</b>) calculation model and (<b>b</b>) meshing.</p>
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<p>Shear force–displacement curves for normal pressures when moisture content is 16% and normal stress is (<b>a</b>) 0.25 MPa, (<b>b</b>) 0.5 MPa, (<b>c</b>) 0.75 MPa, and (<b>d</b>) 1 MPa.</p>
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<p>Shear force–displacement curves for shear-yielding bolt anchoring under different moisture contents and low-modulus material thickness conditions. (<b>a</b>) No anchoring; (<b>b</b>) shear-yielding bolt anchoring; and (<b>c</b>) shear-yielding bolt anchoring with different low-modulus material thicknesses.</p>
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<p>Shear stress distribution of the joint (no anchoring case, normal stress of 0.5 MPa, moisture content of 20%).</p>
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<p>Stress and plastic deformation distribution of the joint (traditional bolt anchoring, normal stress of 0.5 MPa, moisture content of 16%).</p>
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<p>Stress and plastic deformation distribution of the joint (shear-yielding bolt, normal stress of 0.5 MPa, moisture content of 16%).</p>
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<p>Stress and plastic deformation distribution of the joint (shear-yielding bolt, normal stress of 0.5 MPa, moisture content of 16%).</p>
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17 pages, 1078 KiB  
Review
Exosomes and miRNAs in Cardiovascular Diseases and Transcatheter Pulmonary Valve Replacement: Advancements, Gaps and Perspectives
by Runzhang Liang, Naijimuding Abudurexiti, Jiaxiong Wu, Jing Ling, Zirui Peng, Haiyun Yuan and Shusheng Wen
Int. J. Mol. Sci. 2024, 25(24), 13686; https://doi.org/10.3390/ijms252413686 (registering DOI) - 21 Dec 2024
Abstract
As an important carrier of intercellular information transmission, exosomes regulate the physiological and pathological state of local or distant cells by carrying a variety of signal molecules such as microRNAs (miRNAs). Current research indicates that exosomes and miRNAs can serve as biomarkers and [...] Read more.
As an important carrier of intercellular information transmission, exosomes regulate the physiological and pathological state of local or distant cells by carrying a variety of signal molecules such as microRNAs (miRNAs). Current research indicates that exosomes and miRNAs can serve as biomarkers and therapeutic targets for a variety of cardiovascular diseases (CVDs). This narrative review summarizes the research progress of exosomes and their miRNAs in CVDs, particularly in pulmonary valve diseases (PVDs), and, for the first time, explores their potential associations with transcatheter pulmonary valve replacement (TPVR). Currently, miRNAs play a crucial role in determining the optimal timing for TPVR intervention, and they demonstrate broad application prospects in post-TPVR right ventricular (RV) remodeling, treatment, and prognosis monitoring. However, the association between exosomes and miRNAs and the development of PVDs, particularly pulmonary regurgitation, remains unclear. The molecular mechanisms of exosomes and miRNAs in PVDs and RV remodeling after TPVR have not been fully elucidated, and their application in postoperative treatment following TPVR is still in its infancy. Future research must focus on advancing fundamental studies, validating biomarkers, and enhancing clinical applications to achieve significant breakthroughs. Full article
(This article belongs to the Special Issue Molecular Perspective of Cardiovascular Diseases)
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