A hybrid model for refining gross primary productivity estimation by integrating multiple environmental factors by Zhilong Li, Ziti Jiao, Zheyou Tan, Chenxia Wang, Jing Guo, Sizhe Chen, Ge Gao, Fangwen Yang, Xin Dong

“…Here, we presented a hybrid model (TL-CRF) that utilizes the random forest (RF) technique to incorporate various ecological stress factors into the two-leaf LUE (TL-LUE) model, meanwhile, seasonal differences in the clumping index (CI) on a global scale are considered to adjust seasonal patterns of canopy structure. The comprehensive integration of complex environmental variables based on this RF submodule is conducive to scaling theoretical εmax to actual ε as much as possible. …”
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SMOC2 inhibits calcification of osteoprogenitor and endothelial cells. by Tine Peeters, Silvia Monteagudo, Przemko Tylzanowski, Frank P Luyten, Rik Lories, Frédéric Cailotto

“…Tissue calcification is an important physiological process required for the normal structure and function of bone. However, ectopic or excessive calcification contributes to diseases such as chondrocalcinosis, to calcium deposits in the skin or to vascular calcification. …”
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Application of the monitoring and early warning system for internal solitary waves: Take the second natural gas hydrates production test in the South China Sea as an example by Dan-yi Su, Bin-bin Guo, Qian-yong Liang, Chu-jin Liang, Fei-long Lin, Su-meng Jiang, Yi-fei Dong, Xue-min Wu

“…As suggested by the theoretical model, the full-depth structure of ISWs was a typical current profile of mode-1, and the velocities of wave-induced currents can reach 80 cm/s and 30 cm/s, respectively, in the upper ocean and near the seabed. …”
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A systematic review on environmental DNA (eDNA) Science: An eco-friendly survey method for conservation and restoration of fragile ecosystems by Ashish Sahu, Mahender Singh, Adnan Amin, Monisa Mehboob Malik, Shariq Nazir Qadri, Adnan Abubakr, S.Surya Teja, Shabir Ahmad Dar, Ishtiyaq Ahmad

“…The conservation and restoration of fragile ecosystems and their genetic resources depends on precisely assessing species diversity and richness, understanding spatiotemporal dynamics, and stock structure analysis. Traditional monitoring methods like visual surveys, physical captures, individual counting, sibling or cryptic species identification, and immature life stages (juveniles) of animals are often intrusive, time-consuming, and provide rough estimates. …”
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Abundant Molecular Gas in the Central Region of Lenticular Galaxy PGC 39535 by Jiantong Cui, Qiusheng Gu, Shiying Lu, Zhengyi Chen, Can Xu, Zeyu Gao

“…The results of the NOEMA observation suggest that the molecular gas mainly concentrates in the central regions as a gaseous bar and a ring-like structure, and shows similar kinematics as the stellar and ionized gas components. …”
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Diabetes and periodontitis: the role of a high-glucose microenvironment in periodontal tissue cells and corresponding therapeutic strategies by Dan-dan Xiang, Yu-xin Sun, Chen Jiao, Yu-qian Guo, Yu-xiang Fei, Bai-qiang Ren, Xiao-Tao He, Xuan Li

“…Both of these diseases affect many people worldwide. Epidemiological data have revealed a close relationship between periodontitis and diabetes. …”
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Evaluation of the oil and gas preservation conditions, source rocks, and hydrocarbon-generating potential of the Qiangtang Basin: New evidence from the scientific drilling project by Li-jun Shen, Jian-yong Zhang, Shao-yun Xiong, Jian Wang, Xiu-gen Fu, Bo Zheng, Zhong-wei Wang

“…Moreover, the Qiangtang Basin has favorable oil and gas preservation conditions, as verified by the comprehensive study of the sealing capacity of seals, basin structure, tectonic uplift, magmatic activity, and groundwater motion. …”
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Sphingosine 1-Phosphate Receptor 1 Is Required for MMP-2 Function in Bone Marrow Mesenchymal Stromal Cells: Implications for Cytoskeleton Assembly and Proliferation by Chiara Sassoli, Federica Pierucci, Alessia Tani, Alessia Frati, Flaminia Chellini, Francesca Matteini, Ambra Vestri, Giulia Anderloni, Daniele Nosi, Sandra Zecchi-Orlandini, Elisabetta Meacci

“…Notably, active S1PR1/MMP-2 signalling is required for F-actin structure assembly (lamellipodia, microspikes, and stress fibers) and, in turn, cell proliferation. …”
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Immunization Coverage and Barriers among Hajj and Umrah Pilgrims: Insights into Vaccine Uptake and Compliance by Adeeb A. Bulkhi, Hani M. Almoallim, Majed S. Obaid, Nahla H. Hariri, Hamsah S. Alqashqri, Ismail A. Alghamdi, Amar Mohammad A. Alkhotani, Muhammad Irfanullah Siddiqui, Heba M. Adly, Mohammed A. Garout, Elbagir A. Elfaki, Saleh A. K. Saleh, Noura Mohammed Bakhsh, Raghda Sami Hassan H. Alhazmi, Aous S. Alhazmi, Jaffar A. Al-Tawfiq, Fahad A. Alamri, Anas A. Khan

“…Methods A cross-sectional study was conducted during the 2024 Hajj season, with data collected via structured interviews from 5,355 participants. …”
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Embracing Growth, Adaptability, Challenges, and Lifelong Learning: A Qualitative Study Examining the Lived Experience of Early Career Nurses by Liz Ryan, Di Stratton-Maher, Jessica Elliott, Tracey Tulleners, Geraldine Roderick, Thenuja Jayasinghe, Joanne Buckley, Jamie-May Newman, Helen Nutter, Jo Southern, Lisa Beccaria, Georgina Sheridan, Danielle Gleeson, Haiying Wang, Sita Sharma, Jing-Yu (Benjamin) Tan, Linda Ng, Blake Peck, Tao Wang, Daniel Terry

“…Thematic analysis was used to analyse data while adhering to the consolidated criteria for reporting qualitative research (COREQ) guidelines. …”
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Mammography in 2022, from Computer-Aided Detection to Artificial Intelligence Applications by Filippo Pesapane, Chiara Trentin, Marta Montesano, Federica Ferrari, Luca Nicosia, Anna Rotili, Silvia Penco, Mariagiorgia Farina, Irene Marinucci, Francesca Abbate, Lorenza Meneghetti, Anna Bozzini, Antuono Latronico, Alessandro Liguori, Giuseppe Carrafiello, Enrico Cassano

“…Objective: During the last decades, advances in computing power, structured data, and algorithm development, developed a technology based on Artificial intelligence (AI) which is currently applied in medicine. …”
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From ECG to Ablation: A Modern Review of Wolff-Parkinson-White Syndrome by Agata Krupa, Maria Potrykus, Przemysław Klasicki, Maciej Mozer, Wiktor Możarowski, Anna Krawczyk, Michał Pałuchowski, Jan Mateńko, Julia Kiełbratowska, Wiktoria Pietruszka

“…Based on current data, the prevalence of electrographic features of pre-excitation is estimated at 0.15-0.25% in the general population. …”
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A Probability Fusion Approach for Foot Placement Prediction in Complex Terrains by Jingfeng Xiong, Chuheng Chen, Yuanwen Zhang, Xinxing Chen, Yuepeng Qian, Yuquan Leng, Chenglong Fu

“…In the first part, a deep learning model is trained on augmented data to predict the probability distribution of preliminary foot placement. …”
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Early nasal microbiota and subsequent respiratory tract infections in infants with cystic fibrosis by Ruth Steinberg, Nadja Mostacci, Elisabeth Kieninger, Bettina Frauchiger, Carmen Casaulta, Jakob Usemann, Alexander Moeller, Daniel Trachsel, Isabelle Rochat, Sylvain Blanchon, Dominik Mueller-Suter, Barbara Kern, Maura Zanolari, Urs Frey, Kathryn A. Ramsey, Markus Hilty, Philipp Latzin, Insa Korten, SCILD study group, BILD study group

“…We collected 1511 biweekly nasal swabs and analyzed the microbiota after amplifying the V3–V4 region of the 16S rRNA gene. We conducted structured weekly interviews to assess respiratory symptoms and antibiotic treatment. …”
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Epidemiological and clinical features of lymphoproliferative diseases in the head and neck region by F. Sh. Kamolova, A. M. Mudunov, P. A. Zeynalova, L. Yu. Grivtsova, G. F. Allakhverdieva, R. I. Azizyan, A. A. Akhundov, I. A. Zaderenko, M. V. Bolotin, D. K. Stelmakh, V. I. Sokorutov, K. D. Il’kaev, V. T. Tsiklauri, I. M. Gelfand, M. B. Pak, O. L. Timofeeva, Yu. E. Ryabukhina, F. M. Abbasbeyli, Ts. Chzhao

“…The high heterogeneity of lymphomas in the head and neck area requires structuring knowledge about their epidemiology and clinical manifestations.Objective: to study the epidemiological and clinical features of the head and neck lymphoproliferative diseases, which will lead to an improvement in diagnostic quality of this nosology’s.Materials and methods. …”
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Protocol for a systematic review and meta-analysis on the effects of cold-water exposure on mental health by Steven Schepanski, Steven Schepanski, Florian Batta, Florian Batta, Marleen Schröter, Marleen Schröter, Georg Seifert, Georg Seifert, Anna Katharina Koch, Anna Katharina Koch

“…Random-effects meta-analyses will be conducted where sufficient data are available. The review will provide a structured quantitative synthesis of cold-water exposure’s effects on mental health, helping to bridge the gap between popular claims and empirical evidence. …”
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Optimized Change Management Process Through Semantic Requirements and Traceability Analysis Tool by Irum Ilyas, Yaser Hafeez, Shariq Hussain, Sadia Ali, Muhammad Jammal, Ibrahima Kalil Toure

“…NLP automates the extraction, classification, and analysis of requirements written in natural language; analyzes unstructured data; and identifies dependencies, redundancies, and ambiguities in requirements. …”
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SIMULATION OF FREE CURRENT FLOWS IN BUOYANCY-DRIVEN VENTILATION SYSTEMS by D. V. Abramkina

“…The study of free convection under the conditions of interior problem was carried out using the CFD software, based on  the finite volume method with unstructured grid. Ansys Fluent software was used as a calculation tool in the study, due to its having a high convergence of numerical solutions offering full-scale  measurements of convective currents.To evaluate the reliability of  the results obtained, a validation procedure was carried out, allowing us to determine how accurately the selected conceptual model describes the investigated flow through a comparison of experimental and numerical data.Results. …”
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Developing stock sentiment rank metric for forecasting stock sentiments: a statistical perspective by Rachna Sable, Aman Singh, Sudhanshu Gupta, Shivani Goel, Pallavi Parlewar

“…Large quantities of unstructured data that can be analyzed with the assistance of this technology include news stories, social media posts, financial records, and general opinions about individual organization. …”
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English As A Medium Of Instruction (emi): Non-english Major Scientific Teachers’ Expectancy & Requirement Vs. Language Learning Challenges by Fatima Zohra Malki, Amina Kimouche, Amina Ayadi

“…In this research, a mixed-methods approach was employed. Data were collected through diagnostic tests, unstructured classroom observations, and focus group discussions. …”
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