A Novel Data-Driven Model for Dynamic Prediction and Optimization of Profile Control in Multilayer Reservoirs by Wei Liu, Hui Zhao, Xun Zhong, Guanglong Sheng, Meilong Fu, Kuiqian Ma

“…In this paper, firstly, a physics-based data-driven model was established on daily production data of injection and production wells following the principle of material balance. …”
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Obstacles to Dataset Citation Using Bibliographic Management Software by Kristina Vrouwenvelder, Natalie H. Raia, Andrea K. Thomer

“…This paper examines the readiness of commonly used reference management software to support researchers in importing bibliographic metadata for datasets and generating references that comply with leading practices for data citation. Using seven major reference managers and datasets sampled across 14 Earth, space, and environmental sciences repositories, we identify and analyze common errors in reference-manager-facilitated metadata capture, storage, and citation export, using quantitative content analysis to compare repository-provided recommended citations, reference manager results, and DataCite metadata records. …”
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Changes in soil quality indicators in response to land use based on a minimum data set by Carlos Bravo-Medina, Danilo Sarabia-Guevara, David Sancho-Aguilera

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Convolutional neural networks-based red blood cell detection and tracking with automatic data generation by Kohei TOYAMA, Tomoki MIZUNO, Takuto ARAKI, Toru HYAKUTAKE

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Data-driven discovery of mechanisms underlying present and near-future precipitation changes and variability in Brazil by M. T. A. Marques, M. L. Kovalski, G. M. P. Perez, T. C. M. Martin, E. L. S. Y. Barbosa, P. A. S. M. Ribeiro, R. H. Valdes

“…<p>Untangling the complex network of physical processes driving regional precipitation regimes in the present (1979–2014) and near-future climates (2020–2050) is fundamental to supporting a more robust scientific basis for decision-making in the water–energy–food nexus. …”
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Linking local cancer registries and national death records: a crucial step for accurate survival data in Saudi Arabia by Doha Mohammed Rayed Fatani, Tusneem Elhassan, Narmeen Shaikh, Noara Alhusseini

“…In the quantitative component, currently available methods to obtain survival data from healthcare systems were evaluated using survival analysis and compared to the active follow-up method. …”
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Measuring the aggregated impact of research: Establishing criteria for coding Translational Science Benefits Model data by Nicole Miovsky, Amanda Woodworth, Stephanie Andersen, Rosalina Das, Julie Heidbreder, Rechelle Paranal, Clara M. Pelfrey, Jessica Sperling, Beth Tigges, Boris B. Volkov, Margaret Schneider

“…However, standardized methods to verify TSBM benefit data, to aid in aggregating impact data within quantitative summaries, do not currently exist. …”
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Analysis of hotspots of urban eco-environmental problems: A case study of Shenzhen City by Yue Cai, Rencai Dong, Anxin Lian, Zerui Wang, Yiqiao Zhao, Qinrui Luo, Change Liu

“…This study centers on statistical data from PM2.5 air monitoring stations in Shenzhen, China, and supplemental data, such as population distribution data from China Unicom’s mobile phone signaling. …”
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INTERBLOCK ZONES IN THE CRUST OF THE SOUTHERN REGIONS OF EAST SIBERIA: TECTONOPHYSICAL INTERPRETATION OF GEOLOGICAL AND GEOPHYSICAL DATA by K. Zh. Seminsky, N. O. Kozhevnikov, A. V. Cheremnykh, E. V. Pospeeva, A. A. Bobrov, V. V. Olenchenko, M. A. Tugarina, V. V. Potapov, R. M. Zaripov, A.S. Cheremnykh

“…The region of Lake Baikal is one of the most studied geodynamically active regions of Russia; therefore, published data from previous studies of the Baikal region were used to interpret the data obtained by the authors.By interpreting the obtained data from the unified tectonophysical positions, the three objectives were met, and the following research results were stated:1. …”
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Application of Nursing Process and Its Affecting Factors among Nurses Working in Mekelle Zone Hospitals, Northern Ethiopia by Fisseha Hagos, Fessehaye Alemseged, Fikadu Balcha, Semarya Berhe, Alemseged Aregay

“…SPSS version 16.1 and thematic analysis was used for quantitative and qualitative data respectively. Results. …”
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Mobilizing Health Promotion Through Canada’s Student Mental Health Network: Concurrent, Mixed Methods Process Evaluation by Amy Ecclestone, Brooke Linden, Jessica Rose, Kiran Kullar

“…Quantitative data were used to evaluate both accessibility and feasibility. …”
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Assessing extratropical impact on the tropical bias in coupled climate model with regional coupled data assimilation by F. Lu, Z. Liu, S. Zhang, R. Jacob

“…It remains unclear how much of it is attributed to local and remote processes, respectively. Here we assess the extratropical influence on the tropical bias in a coupled general circulation model dynamically, systematically, and quantitatively using the Regional Coupled Data Assimilation (RCDA) method. …”
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Pediatric Primary Care Physicians’ Perceptions of, and Processes for, Pediatric Blood Pressure Screening, Follow-Up, and Hypertension Management by Melissa Goulding, Grace W. Ryan, Elise M. Stevens, Sharina Person, Robert Goldberg, Arvin Garg, Stephenie C. Lemon

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From platform provider to big-data-enabled financier: Industrial upgrading in China’s hog sector by Yuxing Zhang

“…This article argues that financializing China’s hog agriculture is operationalized through platformizing the end-to-end lifespan of a hog farming enterprise. The process constructs a feedback-loop system that embeds farming operations within the platform ecosystem, making them susceptible to data-driven, algorithm-aided control. …”
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Machine Learning to Select Experiments Driven by Fundamental Science and Applications for Targeted Nuclear Data Improvement by D. Neudecker, T. E. Cutler, M. Devlin, P. Brain, N. Gibson, M. J. Grosskopf, M. W. Herman, J. Hutchinson, T. Kawano, A. Khatiwada, N. Kleedtke, E. Leal-Cidoncha, R. C. Little, A. E. Lovell, A. Stamatopoulos, E. C. Thompson, S. A. Vander Wiel, E. Williamson

“…This work describes a blueprint for a process that accelerates progress in science by quantitatively answering the following question: What is the optimal combination of fundamental-science and application-driven experiments to maximally reduce pertinent data uncertainties? …”
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Agnes high, Western Desert, Egypt: A structural study in view of potential data modelling by A.A. Azab

“…The spatial relationship between the gravity and magnetic maxima of Agnes horst had been studied utilizing a joint modelling technique. The process depends mainly upon combining the Bouguer and Reduced To north Pole (RTP) aeromagnetic data for constructing 2D/2.5D models of the upper crustal layers. …”
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Multi-source Data-driven Analysis of Deformation and Influencing Factors for Expansive Soil Canal Slopes by ZHANG Yuhan, HU Jiang, LI Xing

“…This approach provides scientific support for safety monitoring and stability evaluation of canal slopesMethodsFirst, SBAS-InSAR was employed to process Sentinel-1A satellite imagery, extracting time-series deformation data. …”
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The engagement of healthcare providers in implementing the selfBACK randomised controlled trial – A mixed-methods process evaluation by Mette Jensen Stochkendahl, Barbara I Nicholl, Karen Wood, Frances S Mair, Paul Jarle Mork, Karen Søgaard, Charlotte DN Rasmussen

“…Methods In a mixed-methods design, we conducted a process evaluation alongside the selfBACK trial, triangulating quantitative data from trial recruitment logs and a vignette-based survey, and qualitative data from trial procedure documents, interviews with HCPs, and survey free-text responses. …”
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Newly graduated nurses’ experiences of moral distress during transition process: a convergent mixed methods study by Mustafa Sabri Kovanci, Azize Atli Özbaş

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Analysis of Mathematical Critical Thinking Ability and Mathematical Creativity: Judging from the Process of Deriving the Fermi-Dirac Formula by Nehru Nehru, Rizki Ananda, Aminah Zb, Devie Navalyyan

“…The data analysis process was carried out qualitatively and then described to determine the students' mathematical critical thinking and creative thinking skills, which were then assessed in distribution based on the categories that had been created. …”
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