Underpinning Terroir with Data: Integrating Vineyard Performance Metrics with Soil and Climate Data to Better Understand Within-Region Variation in Marlborough, New Zealand by R. G. V. Bramley, J. Ouzman, A. P. Sturman, G. J. Grealish, C. E. M. Ratcliff, M. C. T. Trought

“…Previous work in Australia has demonstrated the value of data-driven approaches to terroir analysis but, like other terroir research, focussed predominantly on the natural resources (soils, topography, and climate) on which winegrowing depends. …”
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Annual Variation Characteristics of Air Conditioning Operating Behavior and Its Impact on Model Application in Office Buildings by Xin Zhou

“…First, the AC operating behavioral model was trained in parallel using field measurement data from different years to quantitatively analyze the patterns and extent of changes in occupants’ AC operating behaviors. …”
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Serious challenges with bone cement in orthopedic operating rooms: an observational study from Alborz province, Iran by Leila Sadati, Rana Abjar, Salman Azarsina, Samaneh Doroudian, Fatemeh Tavakoli

“…The collected data were analyzed using SPSS version 28. Results Data analysis revealed that 14.2% of the operating rooms were in an unfavorable condition in terms of having facilities and physical amenities for the application of bone cement, while the remaining 85.8% had relatively favorable conditions. …”
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Legal Cooperation of Kazakhstan with the BRICS Countries on the Production and Operation of Medical Electric Vehicles with Artificial Intelligence Technologies by А. Y. Yelegen, М. А. Sarsembayev

“…The research uses a number of methods, including studying empirical data, comparative legal analysis, synthesis, generalization, and scientific forecasting. …”
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A New Model for Microbial Desalination Cells: Model Formulation and Validation under Different Operating Conditions by Merna Hesham, Abdelsalam Elawwad, Ahmed Abd El Meguid, Mohamed Hamdy Nour

“…The predictions of the model were consistent with both our previous experimental data and experimental studies found in the literature and can be easily used by experimentalists for the rapid simulation and prediction of an MDC’s performance under different operating conditions.…”
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Energy Efficiency Optimization Design for Cycle Position Servo PMSM Based on Operating Energy Consumption Model by Bin Yuan, Hui Li, Xuewei Xiang, Hao Zhou

“…A neural network mapping between PMSM full-domain dynamic losses and speed-torque-temperature is constructed based on finite element data. Combined with the physical analytical model of mechanical power and friction, a data-model driven precise model is established, enabling quantitative evaluation of the cycle energy consumption with different PMSM design schemes; then, taking cycle operating energy consumption and peak torque as optimization objectives, the optimal Latin hypercube sampling method is employed to generate finite element optimization data samples. …”
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Real-time and modelled performance assessment and validation studies of PV modules operating in varied climatic zones by Yogesh Kumar Singh, Santosh Dubey, Pramod Rajput, K Y Singh, Kailash Pandey

“…To ensure accuracy and reliability, rigorous data collection and analysis methodologies were employed. …”
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ELECTRONIC JOURNAL OF EXPERIMENTS FOR ELECTRIC ARC REACTOR by Roman D. Gerasimov, Arseny D. Starikov, Alexander Ya. Pak

“…Subject: digitalization of the journal of experiments on a DC plasma-chemical electric arc reactor. Methods: analysis and evaluation of already developed solutions, as well as existing literature; creation of tools for reading data from experimental installations, their analysis, as well as editing experimental forms. …”
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Establishment of Prediction Model of Axillary Lymph Node Metastasis Before Operation for Early-Stage Breast Cancer by Xinhua Zhang MM, Chuang Zhang MM, Jian Zhang MM, Xiuming Zhang MM, Xiaowen Dou MD

“…Model performance was evaluated by concordance index (C-index), receiver operating characteristic (ROC) curve, calibration plot, and decision curve analysis (DCA), assessing its accuracy, discrimination, calibration, and clinical utility. …”
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Assessing dust concentration at the workplace of a crushing and screening plant operator for special labor conditions evaluation by Elena A. Korol, Evgeniy N. Degaev, Dmitry S. Konyukhov

“…The testing was conducted in four stages and lasted 400 minutes, which is 83% of the total work shift duration. Data analysis revealed an exceedance of the permissible dust concentration by a factor of 1.28. …”
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TRANSFORMATION OF COASTAL FAUNAL COMPLEX (TETRAPODA) OF THE LYSY LIMAN LAKE IN THE OPERATION OF HYDRAULIC STRUCTURES IN THE MIDDLE COURSE by R. Gubanov, A. Likhovid

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GAMBARAN STRES KERJA PADA PEKERJA OPERATOR DUMPTRUCK PT. X KOTA TARAKAN KALIMANTAN UTARA by Sigit Hendriawan Eko Permadi, Muhamad Hasim Dwi Prajitno

“…The respondents was a 110 dump truck operators used simple random sampling method. Data  ware collection used Generic Job Stress Questioner from NIOSH for job stress and questionnaires Depression Anxiety Stress Scale 42 (DASS 42) that has been modified to determine stress level and data analysis used Spearmen correlation test. …”
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Influence of the human-machine-environment system on reliability automated systems IAB of the Russian Federation by A. I. Yangirov, I. M. Yangirov, I. G. Drovnikova, V. R. Romanova, P. M. Duplyakin

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Impact of blended teaching on knowledge, skills, and work-related stress among novice operating room nurses by Shu-Wen Hung, Ting-Shan Chang, Tzu-Shen Yang, Ya-Ling Tzeng, Chih-Han Li, Xin-Yu Wang, Ke-Chi Tsai, Yimin Hsu

“…The assessment tools employed include the OR Knowledge Inventory, the Taiwan Nurse Stress Checklist, and the DOPS Checklist. Data analysis is performed using SPSS, with both descriptive and inferential statistics applied. …”
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Perceptions of Patient Safety Culture among Operating Room Staff in Iran: A Questionnaire-Based Study by Roohangiz Norouzinia, Leyla Sadati, Hosein Ghasemi

“…Data analysis was performed using SPSS version 22.Results: The findings revealed a moderate level of patient safety culture, with 85.4% of respondents reporting no errors in the past year. …”
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Risk factors for thrombocytopenia associated with intravenous valproic acid therapy in pediatric patients undergoing neurosurgical operations by Zhaosong Du, Jun Wang, Gang Nie, Ying Li, Maochang Liu

“…Binary logistic regression revealed that baseline platelet count (OR 0.995, 95% CI 0.991–0.999) and blood loss (OR 0.995, 95% CI 0.991–0.999) were independent risk factors for thrombocytopenia after intravenous VPA in children undergoing neurosurgical operations. Our data show that thrombocytopenia is common in neurosurgical operations children treated with intravenous VPA, and that baseline platelet count is an independent risk factor for thrombocytopenia. …”
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Modeling operating speed of mixed vehicular classes at horizontal curves on two-lane undivided rural highways by Suprabeet Datta

“…This study develops vehicle-class-specific operating speed prediction models at critical curve segments—point of curvature (PC) and middle of curve (MC)—based on extensive empirical data collected from twenty geometrically varied rural highway curves in Maharashtra and Telangana, India. …”
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Agricultural load cycles: Tractor mission profiles from recorded GNSS and CAN bus data(Zenodo) by Korbinian Götz, Andrew Kusuma, Adrian Dörfler, Markus Lienkamp

“…Hence, the load and usage information in real-field operation is suitable as input for the development of electrified tractors.A total of 862 h of operation data has been recorded and constitutes one of the most comprehensive open datasets to date for high-resolution data of agricultural tractors. …”
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Construction and verification of hypoxemia prediction model for gynecological operation patients after entering postanesthesia care unit by HUANG Yiyong, LI Jing, LI Min

“…Multivariate logistic regression analysis was used to establish a risk early warning model for postoperative hypoxemia in gynecological operation patients after entering PACU. …”
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RETRACTED: A nexus of social capital-based financing and farmers' scale operation, and its environmental impact by Zenghui Li, Zhixin Zhang, Ehsan Elahi, Xin Ding, Jiaqi Li

“…The study constructs a theoretical model of social capital, farm household financing, and scale operation and their environmental effects, and conducts an empirical test based on data from China Family Panel Studies (CFPS) which is conducted in 2018 using causal mediation analysis. …”
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