Cooling the land surface: Ecosystem health and water availability drive the landscape capacity to mitigate climate change by Jana Müllerová, Erik Šiffel

“…Land surface temperature (LST) is profoundly interlinked with the landscape state, settings and functioning, with the connections being very complex. …”
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Theoretical Study of Interaction Between Thiadiazole Derivatives on Fe(110) Surface by Thomas Nyijime, Habibat Chahul, Abdullahi Ayuba, FATER IORHUNA

“…In order to analyze local reactivity parameters, first- and second-order condensed Fukui functions were used. Simulations involving the adsorbed molecules on Fe (1 1 0) surface were carried out through quench dynamic simulations, and the mechanism of physical adsorption was established with 4-methoxyphenyl-1,3,4-thiadiazole (AMPT), which has proven to be a more effective inhibitor on the Fe surface than 2-amino-5-(4-chlorophenyl)-1,3,4-thiadiazole and 2-Amino-5-phenyl-1,3,4-thiadiazole (APT). …”
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Beyond Global Metrics: The U-Smile Method for Explainable, Interpretable, and Transparent Variable Selection in Risk Prediction Models by Katarzyna B. Kubiak, Agata Konieczna, Anna Tyranska-Fobke, Barbara Więckowska

“…Validated in balanced and imbalanced BC scenarios, the method proved robust to class imbalance and collinearity, and more sensitive than traditional metrics in detecting subtle but meaningful effects. …”
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Assessment of potential candidate genes for partial resistance to Sclerotinia stem rot caused by Sclerotinia sclerotiorum using real‐time quantitative PCR by Deus Mugabe, Mohsen Yoosefzadeh Najafabadi, Christopher Grainger, Istvan Rajcan

“…We focused on four genes that have been previously reported as associated with SSR partial resistance and are known to be involved in defense‐related functions such as cell wall modification, signaling, response to wounding, and response to fungus. …”
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Adaptive Ensemble Learning Model-Based Binary White Shark Optimizer for Software Defect Classification by Jameel Saraireh, Mary Agoyi, Sofian Kassaymeh

“…Abstract Software dominates modern enterprises, affecting numerous functions. Software firms constantly experiment with new methodologies to define and assess software quality to stay competitive and ensure excellence. …”
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Improving Doppler Radar Precipitation Prediction with Citizen Science Rain Gauges and Deep Learning by Marshall Rosenhoover, John Rushing, John Beck, Kelsey White, Sara Graves

“…Our model substantially improves precipitation classification accuracy relative to NOAA’s operational radar products within observed spatial regions, achieving large gains in precision, recall, and F1 score. While generalization to completely unseen regions remains more challenging, particularly for higher-intensity rainfall, modest improvements over baseline radar estimates are still observed in low-intensity rainfall. …”
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The Structural Model of Happiness Based on Mindfulness with Mediator Role of Emotional Intelligence, Self-Compassion and Resilience by Mohammad Reza Tamannai far, Faezeh Taraffo

“…In fact, mindfulness is associated with higher positive affect, lower negative affect, and higher life satisfaction (Brown & Ryan, 2003).In explaining the results of the conceptual model test of the current research, it can be said that some preliminary evidence suggests that higher levels of mindfulness are associated with more adaptive emotional functioning, operationalized as emotional intelligence. …”
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OpenClustered: an R package with a benchmark suite of clustered datasets for methodological evaluation and comparison by Nathaniel Sean O’Connell, Jaime Lynn Speiser

“…In the future, we plan to add more datasets, particularly those with continuous outcomes, as well as functionality for users to submit their clustered datasets to be included in the repository.…”
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Artificial Intelligence for Automatic Pain Assessment: Research Methods and Perspectives by Marco Cascella, Daniela Schiavo, Arturo Cuomo, Alessandro Ottaiano, Francesco Perri, Renato Patrone, Sara Migliarelli, Elena Giovanna Bignami, Alessandro Vittori, Francesco Cutugno

“…Since pain is generally accompanied by spontaneous facial behaviors, several approaches for APA are based on image classification and feature extraction. …”
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Conceptual foundations of the development of the tourist complex of the region in the conditions of the COVID-19 coronavirus pandemic by A. S. Amosov, M. K. Ashinova, A. R. Kumpilova

“…The industry suffers serious losses and loses jobs, which generally negatively affects the unemployment rate in the country. …”
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Improving the Efficiency of Planning by E. L. Chazov, V. P. Grakhov, V. V. Krivorotov, O. L. Simchenko

“…This model, on the basis of the generalized geological, technological, statistical, macroeconomic and economic indicators, allows to solve quickly the following problems: of more precise and prompt planning the expenses on carrying out geological and technical actions; of defining minimum admissible profitable level of an oil flow rate after carrying out geological and technical actions; of determining the most economically justified duration of the overhaul of the well; of organizing the projects of geological and technical measures according to their attractiveness. …”
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METHODOLOGICAL GUIDELINES FOR THE TRANSPROFESSIONALISM DEVELOPMENT AMONG VOCATIONAL EDUCATORS by E. F. Zeer, E. E. Symaniuk

“…The structure, principles and mechanisms of the professional-educational platform functioning for transprofessionalism formation among the members of professional activities are presented. …”
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Economic Security of an Enterprise is the Way to Financial Stability by M. A. Polyakova, S. A. Barbashova, I. E. Ekaterinina

“…The article highlights the problem of insufficient implementation of the existing mechanism of functioning at the enterprise PJSC “Penzkompressormash” of economic security and, as a consequence, the deterioration of the financial stability of the business entity. …”
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Enhanced recovery pathway for older people with hip fracture and cognitive impairment in acute hospitals: the PERFECTED research programme including an RCT by Chris Fox, Simon P Hammond, Lee Shepstone, Fiona Poland, Catherine Henderson, Tamara Backhouse, Bridget Penhale, Simon Donell, Martin Knapp, Douglas Lewins, Alasdair MacLullich, Martyn Patel, Opinder Sahota, Toby O Smith, Justin Waring, Jane L Cross

“…In the 12 months after fracture, patients are at increased risk of cognitive and functional decline, admission to long-term care institutions and higher mortality. …”
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Linguistic and sociological perspective on the perception of profanity in Moscow in 2024 by Ekaterina R. Dobrushina

“…In conclusion, the author offers a model for the perception of profanity: its infrequent, primarily oral speech use, restricted to private settings or among close acquaintances of either gender, but generally avoided in the presence of children. Profanity is used indirectly, not in an invective manner, and serves two main functions: psychological release and as a form of expressive or entertaining speech. …”
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Search Behavior and Opinions of Undergraduate Student Users of a Library Discovery System by Shih-Chuan Chen

“…Participants described the discovery system as user-friendly and its refinement functions as helpful, and they expressed an intent to use the system in the future. …”
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Finite Mixture Models: A Key Tool for Reliability Analyses by Marko Nagode, Simon Oman, Jernej Klemenc, Branislav Panić

“…Finite mixture models provide a flexible framework for approximating arbitrary probability density functions and are well suited for reliability modelling. …”
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Assessment of Interregional Inequality of Tax Revenues by A. Sh. Kamaletdinov, A. A. Ksenofontov

“…Based on the Russian Federation subjects’ economic activity model, it is concluded that the total tax revenues collected on regions reflect the effectiveness of its functioning. A more accurate picture is described with the quotient of the tax revenues’ division by the labor resources engaged in their creation. …”
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An Efficient Mutual Authentication and Fractional Lyrebird Optimization With Deep Learning–Based SIP-Based DRDoS Attack Detection by V. Sreenivasulu, C. V. Ravikumar

“…Here, the authentication process is carried out under different phases based on various mathematical model functionalities. Moreover, the deep stack autoencoder (DSA) model is used to perform intrusion detection in the attack validation phase. …”
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Molecular Detection of tox A Gene in Multidrug Resistance Pseudomonas aeruginosa Isolated from Burn Infections by Zahraa Hamza Merza, Rabab Omran

“…The presence of the tox A gene was not associated with antibiotic resistance (P = 0.45), but the multidrug-resistant (MDR) isolates became more virulent when they produced the ExoA. PCR-DNA sequencing results appeared the presence of several mutations in tox A gene within two of the studied isolates that leads to change the amino acids, which may be the effect on exotoxin functions in the P. aeruginosa isolate 18-GF and slightly effects in the P. aeruginosa isolate 61-NR1 by effecting on protein conformation of domain III that participate in forming exotoxin complexed with nicotinamide and adenosine monophosphate. …”
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