The spatial glaciological data infrastructure by T. Y. Khromova, A. A. Medvedev

“…Substantial and rapid environmental changes require developing methods which could be able to manage huge information flows, to optimize processes of the data acquisition, storage, analysis, and exchange. …”
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What factors influence the willingness and intensity of regular mobile physical activity?— A machine learning analysis based on a sample of 290 cities in China by Hao Shen, Bo Shu, Jian Zhang, Yaoqian Liu, Ali Li

“…Using 290 prefecture-level cities in China as samples, it investigates the impact of socioeconomic, geographical, and built environment factors on both overall physical activity levels and specific types of mobile physical activities.MethodsMachine learning methods were employed to analyze the data systematically. …”
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Mapping and Spatial Analysis of the Development of the Administrative Borders of Stavropol Region in 1785–2021 by Igor Yurievich Katorgin, Alexander Nikolaevich Roman

“…Geoinformation technologies allow processing, spatial coordination of digitized old maps with optimal accuracy, creation of thematic layers necessary for spatial analysis and visualization of the results of work in the form of a series of maps displaying the ATD of the Stavropol region for different periods of development history.Materials and research methods. …”
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Parents’ Perceptions of Suicide and Requests for Increased Awareness in Prevention of Children’s Suicidal Behavior by Svetlana V. Knizhnikova

“…This serves as the primary objective of the study. Materials and Methods. A survey was conducted embracing 3,866 parents and containing 85 questions testing parents’ perceptions on suicide determinants, behavioral risk signals, understanding of response methods to avert suicidal behaviors in children, and identification of challenges and requests within suicide prevention and intervention. …”
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The Implementation and Application of a Saudi Voxel-Based Anthropomorphic Phantom in OpenMC for Radiological Imaging and Dosimetry by Ali A. A. Alghamdi

“…Root mean square error (RMSE) comparisons confirmed reasonable alignment, with OpenMC displaying higher RMSEs relative to other methods due to expanded organ modeling and material definitions. …”
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Automating the quantification of coastal change using historical aerial photography: A case study along the coastline of county Cork, Ireland by Emma Chalençon, Fiona Cawkwell, Michael O’Shea, Jimmy Murphy

“…This robust and repeatable method provides a valuable alternative to time-consuming and subjective manual digitisation.…”
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Expression, Purification, and Characterisation of Recombinant Alginate Lyase (<i>Flammeovirga</i> AL2) for the Bioconversion of Alginate into Alginate Oligosaccharides by Coleen E. Grobler, Blessing Mabate, Alaric Prins, Marilize Le Roes-Hill, Brett I. Pletschke

“…Alginate hydrolysis by enzymes is the preferred method for AOS production. Commercially available alginate lyases are limited, expensive, and sometimes exhibit unsatisfactory activity, making the search for novel alginate lyases with improved activity indispensable. …”
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Safety Threshold Determination for Blasting Vibration of the Lining in Existing Tunnels under Adjacent Tunnel Blasting by Fei Xue, Caichu Xia, Guoliang Li, Baocheng Jin, Yongwang He, Yapeng Fu

“…By using regression analysis of the measured vibration data, the calculation method of maximum charge per delay for optimizing blasting excavation under different surrounding rock grades is obtained. …”
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Multi-machine learning model based on radiomics features to predict prognosis of muscle-invasive bladder cancer by Bin Wang, Zijian Gong, Peide Su, Guanghao Zhen, Tao Zeng, Yinquan Ye

“…Abstract Objective This study aims to construct a survival prognosis prediction model for muscle-invasive bladder cancer based on CT imaging features. Materials and methods A total of 91 patients with muscle-invasive bladder cancer were sourced from the TCGA and TCIA dataset and were divided into a training group (64 cases) and a validation group (27 cases). …”
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Solvent-free valorization of sugarcane bagasse fibers into nitrogen-doped microporous carbons: Efficient contenders for selective carbon dioxide capture by Urooj Kamran, Nasir Shezad, Soo-Jin Park, Kyong Yop Rhee, Shujie You, Farid Akhtar

“…Melamine and KOH were used as a nitrogen-doping source and an activator, respectively. The specimen (SBF-BC-KM0.5), prepared with optimized melamine loading, possessed efficient textural features, including a specific surface area (SSA) of 1138 m² g⁻¹ , a micropore volume of 0.396 cm³ g⁻¹ , high concentration of ultra-micropores (<0.6 nm) (89 %) and high content of pyrrolic-N functionality (35 %). …”
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Re-use of Building Products in the Netherlands by Loriane Icibaci

“…The key findings in this research stage were: Regarding housing survivability, the housing stock in the Netherlands evolved to be characterized by single-family private houses, apparently larger, built under non-traditional methods and better sound constructed compared to the recent post-war period. …”
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A nonparametric approach for detecting urban polycentric spatial structure in China using remote sensing nighttime light and point of interest data by Linlin Jiang, Yizhen Wu, Junru Wang, Huiran Han, Kaifang Shi

“…However, existing identification methods have limitations such as subjectivity, poor spatial continuity, and a narrow application scale. …”
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A New Algorithm for the Global-Scale Quantification of Volcanic SO₂ Exploiting the Sentinel-5P TROPOMI and Google Earth Engine by Maddalena Dozzo, Alessandro Aiuppa, Giuseppe Bilotta, Annalisa Cappello, Gaetana Ganci

“…Firstly, we used the Simple Non-Iterative Clustering segmentation method, which is an object-based image analysis approach; secondly, the K-means unsupervised machine learning technique is applied to the segmented images, allowing a further and better clustering to distinguish the SO₂. …”
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Harnessing Hemp (<i>Cannabis sativa</i> L.) Seed Cake Proteins: From Concentrate Production to Enhanced Choux Pastry Quality by Tatiana Capcanari, Eugenia Covaliov, Cătălina Negoița

“…Sensory attributes were assessed using the check-all-that-apply (CATA) method, where a trained panel selected applicable descriptors from a predefined list. …”
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The Effect of Use of Local Organic Microorganism Fertilizers on Rice Media, Banana Sticks, And Tongol Fish on The Growth of Arabika Coffee Plants (Coffea arabica L.) in The Gunung... by Suyamto Suyamto, M. Hujaji, Hadi Susilo, Swastika Oktavia, Mu'jijah Mu'jijah

“…The type of research to be carried out is experimental research. This research method uses a Completely Randomized Factorial Design (CRFD) consisting of 2 factors and 3 replications. …”
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COMPARATIVE CHARACTERISTICS OF AUTOTRANSPLANTS FOR THE TREATMENT OF ORBITAL DAMAGES by D.S. Avetikov, D.V. Steblovskyi, O.P. Buhanchenko, V.M. Havryliev, I.V. Boyko, K.P. Lokes

“…Discussions continue regarding the most optimal method of surgical treatment based on the estimated characteristics of the frequency and nature of complications in the immediate and distant postoperative period. …”
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Ground deformation in and around Jigokudani valley, Tateyama volcano, Japan, during the period of 2021–2022 revealed from combined data of leveling surveys and GNSS observations by Kohei Hotta

“…Assuming a Poisson’s ratio of 0.25, the optimal parameters for the source were searched using Adam, one of a gradient method. …”
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DEVELOPMENT OF DATA MESH DATA PLATFORM WITH ML DOMAIN OF DATA ANALYSIS by M. Fostyak, L. Demkiv

“…The classification results and the Principal Component Analysis (PCA) method confirm that the data product constructed from Domain B ensures high classification accuracy. …”
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Biostimulant Extracts Obtained from the Brown Seaweed <i>Cystoseira barbata</i> Enhance the Growth, Yield, Quality, and Nutraceutical Value of Soil-Grown Tomato by Yagmur Arikan-Algul, Hande Mutlu-Durak, Umit Baris Kutman, Bahar Yildiz Kutman

“…The observed effects were strongly influenced by the extraction method, which alters the extract composition. Extracts from sustainably sourced <i>C. barbata</i> may contribute to improved productivity and quality in horticulture; however, further research is needed to enable the standardized production of <i>C. barbata</i>, optimize biostimulant formulations, and validate their effectiveness under field conditions.…”
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Bio-Fabricated Aluminum Oxide Nanoparticles Derived from Waste Pharmaceutical Packages: Insight into Characterization and Applications by Jamilah M. Al-Ahmari, Reem M. Alghanmi, Ragaa A. Hamouda

“…Aluminum oxide nanoparticles (P/Al₂O₃-NPs) were produced using a green method that utilized pharmaceutical packaging waste as an aluminum source and marine algae extract (<i>Padina pavonica</i>) as reducing and stabilizing agents and that was characterized by XRD, EDX, SEM, TEM, and zeta potential. …”
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