A Comprehensive Review of Machine Learning Approaches for Flood Depth Estimation by Bo Liu, Yingbing Li, Minyuan Ma, Bojun Mao

“…Through statistical analysis, this research explored the most commonly used machine learning models and their primary data sources. Building on this foundation, we also examined the potential for integrating machine learning methods with smart city frameworks and artificial intelligence large models for flood depth calculations. …”
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Advances in Non-Thermal Processing of Meat and Monitoring Meat Protein Gels Through Vibrational Spectroscopy by Huanhuan Li, Chenhui Li, Muhammad Shoaib, Wei Zhang, Arul Murugesan

“…Meat is a vital source of high-quality proteins, amino acids, vitamins, and minerals essential for human health. …”
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Sustainable recovery of rare Earth elements from industrial waste: A path to circular economy and environmental health by Pranav Prashant Dagwar, Syed Suffia Iqbal, Deblina Dutta

“…Advanced methods, including bio-metallurgy, have optimized recovery, achieving 80–95% efficiency for elements like Yttrium, Cerium, Neodymium, and Thorium. …”
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Extraction of typical oyster pile columns in the Maowei Sea, Beibu Gulf, based on unmanned aerial vehicle laser point cloud orthophotos by Jinze Du, Jinze Du, Meiqin Huang, Zhenjun Kang, Zhenjun Kang, Zhenjun Kang, Yichao Tian, Yichao Tian, Yichao Tian, Jin Tao, Jin Tao, Qiang Zhang, Qiang Zhang, Yutong Xie, Yutong Xie, Yutong Xie, Jinying Mo, Jinying Mo, LiYan Huang, LiYan Huang, Yusheng Feng, Yusheng Feng

“…Pile culture is a breeding method commonly used for oyster seedlings in the intertidal zone of southern China. …”
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How sustainable are hypocaloric and balanced diets for weight loss? by Ramona De Amicis, Andrea Foppiani, Alessandro Leone, Federica Sileo, Francesca Menichetti, Sara Paola Mambrini, Marta Pellizzari, Massimiliano Tucci, Daniela Martini, Cristian Del Bo, Patrizia Riso, Simona Bertoli, Alberto Battezzati

“…Objective To compare conventional hypocaloric and balanced weight-loss diets with the sustainable EAT-IT diet, investigating their alignment, the influence of BMI and sex on EAT-IT adherence, to optimize the EAT-IT diet for weight management. Methods 4032 patients (72% female, median age 49y, BMI 29 kg/m2) received hypocaloric diets based on Mediterranean principles (51% carbohydrates, 31% lipids, 0.9 g/kg body weight protein, 17 g/1000 kcal fiber), following Italian dietary guidelines. …”
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Air quality prediction based on factor analysis combined with Transformer and CNN-BILSTM-ATTENTION models by Shuyuan Liu, Yang Hu

“…Future plans include optimizing factor extraction, exploring external data sources, and developing more efficient deep learning architectures.…”
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IMPLEMENTASI APLIKASI TAPROSE TEMANKU HUMAS KOMINFO KABUPATEN TIBAN by Early Azza Bening Brillianti, Pratiwi Wahyu Widiarti

“…This study used descriptive method with a qualitative approach. In determining the informants, researcher uses purposive sampling techniques. …”
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Isolation and identification of an alginate lyase-producing marine bacterium strain and its enzymological characteristics by TANG Haiqing, OU Changrong, ZHENG Xiaodong

“…The enzymological characteristics of alginate lyase from the strain QZ-4 were determined by ultraviolet (UV) method, including the optimal temperature, pH, thermal and pH stability, metal ions and ethylene diamine tetraacetic acid (EDTA) tolerance, etc.The results showed that the strain QZ-4 was a Gram-negative rod bacterium. …”
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Emission Characteristics of Concrete Mixer Trucks Under Real-world Operating Conditions by Xinbo SHI, Yao CHEN, Jin LI, Peixuan LI, Zihang ZHOU, Bin WANG, Xue CHEN

“…Therefore, conducting emission studies based on real-world conditions is essential for analyzing emission variations under different operating scenarios and for effectively controlling emissions from mobile sources.Methods This study selected concrete mixer trucks with high activity levels and representative operating areas in Chengdu to investigate the real emission characteristics of these vehicles during actual task processes. …”
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Research on the promotion of clinical practice guidelines implementation (V): evalua-tion of clinical guidelines implementation and expert consensus on Traditional Chinese Medicine... by Hong-Yan LI, Xiu-Qing SHI, Jing GUO, Rong ZHANG, Jie ZHOU, Ying-Hui JIN, Hong-Cai SHANG

“…Incorporating implementation science into the guideline formulation process, managing and guiding formulation from the source, and optimizing the presentation and dis-semination strategies of the guidelines can promote the implementation of guidelines/consensus appli-cation.…”
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From plant biomass to biofuels and bio-based chemicals with microbial cell factories by Maša VODOVNIK, Matevž ZLATNAR

“…Waste plant biomass represent abundant source of renewable energy that can be transformed to biofuels and other value-added products, which is currently limited due to the lack of cost-effective biocatalysts. …”
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Road Detection, Monitoring, and Maintenance Using Remotely Sensed Data by Nicholas Fiorentini, Massimo Losa

“…This Special Issue on “Road Detection, Monitoring, and Maintenance Using Remotely Sensed Data” presents innovative strategies leveraging remote sensing technologies, artificial intelligence (AI), and non-destructive testing (NDT) to optimize road infrastructure assessment. The ten papers published in this issue explore diverse methodologies, including novel deep learning algorithms for road inventory, novel methods for pavement crack detection, AI-enhanced ground-penetrating radar (GPR) imaging for subsurface assessment, high-resolution optical satellite imagery for unpaved road assessment, and aerial orthophotography for road mapping. …”
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IP-Enabled C/C++ Based High Level Synthesis: A Step towards Better Designer Productivity and Design Performance by Sharad Sinha, Thambipillai Srikanthan

“…We discuss our proposed methodology in the context of supporting efficient hardware synthesis of a class of mathematical functions without altering original C/C++ source code. Additionally, we also discuss and propose methods to integrate legacy IP cores in existing HLS flows. …”
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KNOWLEDGE AND ATTITUDES TOWARDS COVID- 19 AMONG THE ROMA COMMUNITY IN BULGARIA by V. Rangelova, A. Kevorkyan, K. Krasimirova, P. Stoyanova, E. Mitkov, M. Aleksandrova

“…Results: The majority of respondents (80%) indicated that they know what a coronavirus infection is, as the main source of information was television (83.8%). The virus is considered a danger by 65.7%, and 73.7% of the respondents tend to follow certain measures (washing hands, wearing masks, etc.) to protect themselves. …”
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Pioneering innovations in biodegradable packaging for meat products: Exploring intelligent pH indicator films by Sana Mohammadi, Sajad Pirsa, Farzad Mirab toupchi

“…These materials, derived from natural sources, not only help mitigate plastic waste but also facilitate the incorporation of bioactive compounds, leading to the development of active packaging solutions with enhanced antibacterial and antioxidant properties. …”
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Development of technological equipment for restoration of rolled wheeled pairs of railway wagons by V. V. Savinkin, I. V. Shagaev, S. V. Savinkin, V. N. Kuznetsova, A. V. Sandu

“…The problem of the shortage of energy-efficient restoration technologies makes it a priority to develop new technological equipment for the restoration of the rolling surfaces of railway wheels using highly concentrated energy sources. Currently, in the practice of repair DPO, discarded non-bonded wheels are increasingly replaced with new ones, but their resource potential is high during the operation. …”
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Cutting-edge developments in plastic biodegradation and upcycling via engineering approaches by Zeinab Rezaei, Amir Soleimani Dinani, Hamid Moghimi

“…Furthermore, many investigations have revealed the application of plastic monomers as carbon sources for bio-upcycling to generate valuable materials such as biosurfactants, bioplastics, and biochemicals. …”
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RNA signaling in medicinal plants: An overlooked mechanism for phytochemical regulation by Esther Ugo Alum, Chidozie Dennis Udechukwu, David Chukwu Obasi

“…This mini review explores the role of RNA signaling in regulating phytochemical production in medicinal plants, highlighting its potential for optimizing their therapeutic potential. Methods: This mini review integrates insights from recent studies published in Scopus and Web of Science (2019–2025) on RNA-mediated signaling, including small RNAs (sRNAs), long non-coding RNAs (lncRNAs), and messenger RNAs (mRNAs). …”
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Marine bioactives: Pioneering sustainable solutions for advanced cosmetics and therapeutics by Fahrul Nurkolis

“…Emphasizing the importance of sustainability, the review discusses innovative extraction methods, including enzyme-assisted and supercritical fluid extraction, to optimize yield and maintain bioactivity. …”
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Statistical Relations of The Agricultural Workforce in the Rural of ‎Ramadi ‎District by Hind Waleed Farhan, Khalid Akbar Abdullah

“…Methodology: A descriptive and analytical approach was ‎adopted, relying on statistical data available from official and field sources. The ‎study also tried to determine the size of the workforce and its geographical, age, ‎educational distribution, and analyze the extent of its contribution to ‎agricultural activity. …”
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