Readiness of future teachers to work at school: Review of theoretical and empirical research by L. A. Novopashina, E. G. Grigorieva, N. F. Ilyina, I. А. Bidus

“…The number of studies on this topic has been growing since 2008, with the highest values observed in 2016 and 2020. In 54.6 % of publications, theoretical models are considered. …”
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Operationalizing Human Health Indicators to Link with Ecosystem Changes of Water Streams: An OneAquaHealth Protocol by Marilena ANASTASAKI, Catherine CHRONAKI, Anne MOEN, Eleni KOKINOU, Stratos KOKOLAKIS, Matenia KARAGIANNIDOU, May-Linn MØRK, Silje HENNI

“…Mechanisms will be established for collecting and integrating data, considering the heterogeneous data sources; e.g. literature reviews, health registries, community surveys, citizen science and large language models for screening literature and extracting indicators. …”
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Introducing the dataset for measuring centrality for sustainability—A case study of Pecinci municipality, SerbiaMendeley DataMendeley Data by Tatjana Mrđenović

“…Alphanumeric values were gathered for each lot within 15 settlements of Municipality of Pecinci. …”
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Development of Visibly Opaque Polyolefin Sheets While Preserving Infrared-Light Transparency by Md. Saiful Hoque, Mehnab Ali, Xiaoruo Sun, Asad Asad, Patricia I. Dolez, James David Hogan, Dan Sameoto

“…Tensile strength tests showed minimal changes at lower pigment concentrations, with values near that of pure LLDPE (14 MPa), and slight reductions at 5 wt%. …”
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Coupling Deep Learning and Physically Based Hydrological Models for Monthly Streamflow Predictions by Wenxin Xu, Jie Chen, Gerald Corzo, Chong‐Yu Xu, Xunchang John Zhang, Lihua Xiong, Dedi Liu, Jun Xia

“…Finally, model‐simulated soil moisture along with other predictors from multiple sources are used as inputs of the DL model to predict future monthly streamflows. …”
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InSAR-derived seasonal subsidence reflects spatial soil moisture patterns in Arctic lowland permafrost regions by B. Widhalm, B. Widhalm, A. Bartsch, A. Bartsch, T. Strozzi, N. Jones, A. Khomutov, E. Babkina, M. Leibman, R. Khairullin, M. Göckede, H. Bergstedt, H. Bergstedt, C. von Baeckmann, C. von Baeckmann, X. Muri, X. Muri

“…We discuss the implications of using different sources of temperature data for deriving thawing degree days on the results. …”
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Dual Jet Interaction, Magnetically Arrested Flows, and Flares in Accreting Binary Black Holes by Sean M. Ressler, Luciano Combi, Bart Ripperda, Elias R. Most

“…Supermassive binary black holes in galactic centers are potential multimessenger sources in gravitational waves and electromagnetic radiation. …”
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In-vitro evaluation of antimicrobial efficiency of geranium waste nanomaterial against Escherichia coli and Candida albicans as an alternative to traditional antimicrobials by Maha M. Kamel, Abdelfattah Badr, Dalal Hussien M. Alkhalifah, Rehab Mahmoud, Esraa Khaled, Samah Husseiny, Sahar Abdel Aleem Abdel Aziz, Manar Bahaa El Din Mohamed, Wael N. Hozzein

“…Exploring alternatives to traditional antibiotics, particularly those derived from natural sources such as medicinal plants, has garnered significant interest in combating this resistance. …”
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A cloud-based framework for the quantification of the spatially-explicit uncertainty of remotely sensed benthic habitats by Spyridon Christofilakos, Alina Blume, Avi Putri Pertiwi, Chengfa Benjamin Lee, Dimosthenis Traganos, Peter Reinartz

“…The calculation of the spatially-explicit uncertainty is based on the Shannon Entropy equation and the probability values of a successful prediction according to the ML model. …”
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Event-Type Identification in Power Grids Using a Spectral Correlation Function-Aided Convolutional Neural Network by Ozgur Alaca, Ali Riza Ekti, Jhi-Young Joo, Nils Stenvig

“…Real-world power grid signals sourced from the Grid Event Signature Library are used for both training and testing. …”
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Metal contamination in sediments of River Kalu, Maharashtra, India: Insights from pollution indices, health risk evaluation, and multivariate methods by Sayli Salgaonkar, Akshay Botle, Rahul Tiwari, Gayatri Barabde

“…Multivariate analysis showed mixed sources of metal pollution, namely, natural and human-induced activities. …”
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Rossby Number Regime, Convection Suppression, and Dynamo-generated Magnetism in Inflated Hot Jupiters by Albert Elias-López, Matteo Cantiello, Daniele Viganò, Fabio Del Sordo, Simranpreet Kaur, Clàudia Soriano-Guerrero

“…Consequently, the heat flux and the derived surface magnetic fields can be greatly reduced to or below Jovian values, contrary to what is commonly assumed, thus negatively affecting estimates for coherent radio emission, and possibly explaining the failure in detecting it so far.…”
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Chamomile Matters: Species- and Producer-Dependent Variation in Bulgarian <i>Matricaria recutita</i> L. and <i>Chamaemelum nobile</i> L. Essential Oils and Their Cosmetic Potential by Daniela Batovska, Natalina Panova, Anelia Gerasimova, Yulian Tumbarski, Ivan Ivanov, Ivayla Dincheva, Ina Yotkovska, Galia Gentscheva, Krastena Nikolova

“…The oils also showed photoprotective potential, with SPF values of 26–27 for German and 9–16 for Roman chamomile. …”
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Personalized prediction of esophageal cancer risk based on virtually generated alcohol data by Oswald Ndi Nfor, Pei-Ming Huang, Ming-Fang Wu, Ke-Cheng Chen, Ying-Hsiang Chou, Mong-Wei Lin, Ji-Han Zhong, Shuenn-Wen Kuo, Yu-Kwang Lee, Chih-Hung Hsu, Jang-Ming Lee, Yung-Po Liaw

“…We analyzed data from 86,845 individuals, including 763 diagnosed EC patients, sourced from the Taiwan Biobank. Eight machine learning models were employed: Bayesian Network, Decision Tree, Ensemble, Gradient Boosting, Logistic Regression, LASSO, Random Forest, and Support Vector Machines (SVM). …”
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Integration of automatic MRI segmentation techniques with neuropsychological assessments for early diagnosis and prognosis of Alzheimer’s disease. A systematic review by Sabrina Bonarota, Giulia Caruso, Carlotta Di Domenico, Sofia Sperati, Federico Maria Tamigi, Giovanni Giulietti, Federico Giove, Carlo Caltagirone, Laura Serra

“…Objectives: Focus on studies that utilise automated MRI segmentation and neuropsychological evaluations across the AD spectrum. Data sources: A literature search was conducted on the PubMed database on 7 November 2024, using key terms related to MRI, segmentation, brain structures, AD, and cognitive decline. …”
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ResWLI: a new method to retrieve water levels in coastal zones by integrating optical remote sensing and deep learning by Nan Xu, Huichao Xin, Jiarui Wu, Jiaqi Yao, He Ren, Han-Su Zhang, Hao Xu, Hong Luan, Dong Xu, Yongze Song

“…Although two stations had RMSE values exceeding 0.20 m, the ResWLI proved to be a reliable and accurate method for water level estimation across different tide conditions. …”
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Phenolic and flavonoid contents in Malva sylvestris and exploration of active drugs as antioxidant and anti-COVID19 by quantum chemical and molecular docking studies by Ahmad Irfan, Muhammad Imran, Muhammad Khalid, Muhammad Sami Ullah, Noreen Khalid, Mohammed A. Assiri, Renjith Thomas, S. Muthu, Muhammad Asim Raza Basra, Mohammed Hussein, Abdullah G. Al-Sehemi, Mohsin Shahzad

“…The exploration of natural sources of antioxidant phytochemicals for human use with little toxicity gained worldwide attention. …”
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The impacts of multiple anthropogenic environmental drivers on plant–soil feedbacks: A systematic review protocol by Menilek S. Beyene, Adriano N. Roberto, Arthur A. D. Broadbent, Irene Cordero, David Johnson, Marney E. Isaac, Ainara Leizeaga, Deon Lum, Christopher R. Taylor, Richard D. Bardgett, Marc W. Cadotte

“…In urbanised and other human‐modified landscapes, anthropogenic sources of change are more varied and pronounced, resulting in a myriad of biotic and abiotic human‐caused drivers simultaneously affecting ecological processes across multiple scales. …”
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Cement and brick factories contribute elevated levels of NO2 pollution in Nepal: Evidence of high-resolution view from space by Madhu S. Gyawali, Lok N. Lamsal, Sujan Neupane, Bimal Gyawali, Keshav Bhattarai, Bradford Fisher, Nickolay Krotkov, Jos van Geffen, Henk Eskes, Shriram Sharma, Cameron Brunt, Rudra Aryal

“…It examines the NO2 distribution over areas with emerging sources of nitrogen oxides from brick and cement factories from 2018 to 2021. …”
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Quality assessment of packaged water brands in a university teaching hospital in southern Nigeria by Ekanem AM, Benson SA, Ekpuk IN, Amafaye WD, Akpan IE, Udo AI, Edem SA, David E, Akpabio KO, Nneamaka AA

“…Healthcare facilities must ensure safe drinking water sources, to prevent complicating patient illnesses or prolonged hospital stay. …”
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