Distribution of vehicle speeds in traffic flow on multilane roads approaching major and metropolitan cities by Oksana Hulchak, Stanislav Popov, Liudmyla Nahrebelna, Alina Korchevska

“…Specifically, the investigation focused on assessing the conformity of empirical data to the normal distribution model, establishing characteristic speed ranges by vehicle type, and evaluating the influence of traffic volume and traffic flow composition on speed parameters. …”
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Urban Thermal Archetype Classification in the Context of Urban Development Transformation Using Machine Learning Techniques by Yan Deng, Huimin Liu

“…This study collected 21 indicators of urban composition, urban form, urban function, and socio-economy to provide a more complete and detailed portrayal of real-world built environments in Wuhan. …”
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Responses of Fish Zeta Diversity (ζ) to Human Pressure and Cumulative Effects: A Feasibility Study of Fishing Ban Measures in the Pearl River Basin, China by Jiayang He, Hao Liu, Xianda Bi, Zhiqiang Wu

“…The research employed a multi-site generalized dissimilarity model to examine the non-linear relationships between fish species composition (ζ_n) and human pressures, environmental factors, and geospatial variations across elevation gradients. …”
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Tiny Patch, Big Value: A Small Dry Forest Patch Supports Wildlife Conservation in Guanacaste, Costa Rica by Trevor L. Proctor, Faridah Fatungase, Jesus A. Barquero Leiva, Francisco Javier, Chelsea E. Durr, Frank V. Paladino

“…Although we did not detect a difference in species composition among zones (ANOSIM, R = 0.14, p = 0.26), a generalized linear mixed model indicated that zone explained 17% of the variation in species richness. …”
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Modulation of fatty acid profiles and turnover dynamics in jellyfish polyps through copepod diets: Insights into trophic interactions and nutrient flux by Xupeng Chi, Fang Zhang, Song Sun

“…Consequently, the species‐specific fatty acid composition within plankton, combined with effects of seasonal environmental fluctuations and climate change, leads to changes in the FA composition of foundational food web components. …”
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Vasily Titov’s Two-choir Concertos in Light of Nikolai Diletsky’s Amplification Theory by Natalia Yu. Plotnikova

“…It is established that Titov expands the ambitus of the models of ascending motion suggested by Diletsky, and also makes broad use of the rule of mixing together the types of motion (mixta), forming his own synthetic models. …”
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Audible changes in marine trophic ecology: Baleen whale song tracks foraging conditions in the eastern North Pacific. by John P Ryan, William K Oestreich, Kelly J Benoit-Bird, Chad M Waluk, Carlos A Rueda, Danelle E Cline, Yanwu Zhang, Ted Cheeseman, John Calambokidis, James A Fahlbusch, Jack Barkowski, Alyson H Fleming, Calandra N Turner Tomaszewicz, Jarrod A Santora, Tetyana Margolina, John E Joseph, Ari S Friedlaender, Jeremy A Goldbogen

“…Stable isotope data from humpback and blue whale biopsy samples are consistent with observed interannual variations in the regional abundance and composition of forage species. …”
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Machine learning integrates region-specific microbial signatures to distinguish geographically adjacent populations within a province by Li Luo, Li Luo, Bangwei Chen, Bangwei Chen, Shengyin Zeng, Shengyin Zeng, Yaxin Li, Yaxin Li, Xiaolin Chen, Xiaolin Chen, Jianguo Zhang, Xiangjie Guo, Shujin Li, Lei Ruan, Shida Zhu, Cairong Gao, Cuntai Zhang, Tao Li

“…BackgroundThe individual specificity and temporal stability of the human gut microbiota have revealed significant compositional differences across geographical provenances. …”
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Diagnostic potential of salivary microbiota in persistent pulmonary nodules: identifying biomarkers and functional pathways using 16S rRNA sequencing and machine learning by Xiao Zeng, Qiong Ma, Chun-Xia Huang, Jun-Jie Xiao, Xi Fu, Yi-Feng Ren, Yu-Li Qu, Hong-Xia Xiang, Mao Lei, Ru-Yi Zheng, Yang Zhong, Ping Xiao, Xiang Zhuang, Feng-Ming You, Jia-Wei He

“…Results The salivary microbial composition in pPNs group showed significantly lower α- and β-diversity compared to healthy controls. …”
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Study of the Geographical Distribution, Ecological–Biological Characteristics, and Economic Value of <i>Rosa acicularis</i> Lindl., <i>Rosa laxa</i> Retz., and <i>Rosa spinosissima... by Alevtina N. Danilova, Tatyana A. Vdovina, Yuriy A. Kotukhov, Olga A. Anufriyeva, Andrey A. Vinokurov, Elena A. Isakova, Olga A. Lagus, Aidar A. Sumbembayev

“…Nine populations where each species dominates its plant community were selected as model sites to assess ecological, biological, and economic traits. …”
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The role of lighter oil components on CO2-induced swelling and pressure decay dynamics under reservoir conditions by Bilal Zulfiqar, Moh’d Amro, Helmut Geistlinger

“…Our micro-CT experimental results verify this model and demonstrate that the oil volume increases with an increase in the lighter components in crude oil. …”
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Breeding habitat selection of Canada Warblers across three distinct landscapes in Québec by Samuel Dufour-Pelletier, Bruno Drolet, Vincent Lamarre, Carl Savignac, Jacques Ibarzabal, Junior A. Tremblay

“…Although emphasizing a general preference for mixed forest compositions, our study highlights variations in Canada Warbler habitat selection across three distinct landscapes. …”
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Optimal set of leaf and aboveground tree elements for predicting forest functioning by É. S. Diniz, E. Rodríguez-Penedo, R. Grau-Andrés, J. Vayreda, M. Fernández-Martínez

“…To do so, we used a forest inventory of 2000 plots in the northeast of the Iberian Peninsula, containing in-site information about the elementomes (C, Ca, K, Mg, N, Na, P, and S) of leaves, branches, stems, and barks, in addition to annual biomass production per organ. We found that models using leaf element stocks as predictors achieve the highest explained variation in forest production. …”
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Discrepancies in lacustrine bacterial lipid temperature reconstructions explained by microbial ecology by Jie Liang, Manuel Chevalier, Keshao Liu, Amedea Perfumo, Mingda Wang, Haichao Xie, Juzhi Hou, Ulrike Herzschuh, Fahu Chen

“…We subsequently used the trained clustering model to examine the patterns of bacterial assemblages in the global lacustrine brGDGT dataset, confirming the global applicability of our approach. …”
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Whole-rock geochemistry and crystal chemistry of apatite at intrusive suites of the Qeynarjeh-Angouran district (west of Zanjan): an approach to the identification of skarn-causati... by Afsoon Dastour, Ebrahim Tale Fazel, Ashraf Torkian

“…To obtain the chemical composition of apatite types in the study intrusive suites, about 30 points were tested by electron microprobe analysis (EPMA) model JEOL JXA-8530F in the laboratory of the German Geosciences Research Center (GFZ). …”
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A Holistic Approach to Parasitoid–Host Interaction Along an Elevational Gradient Revealed Coevolution Driven by Host Foraging Strategy by Ľudmila Černecká, Radek Michalko, Jakub Sýkora, Peter Gajdoš, Pavol Purgat, Kamil Holý, Martina Dorková, Stanislav Korenko

“…The optimal model showed a humped shape for the parasitism rate on an elevational gradient. …”
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High quality large‐scale nickel‐rich layered oxides precursor co‐precipitation via domain adaptation‐based machine learning by Junyoung Seo, Taekyeong Kim, Kisung You, Youngmin Moon, Jina Bang, Waunsoo Kim, Il Jeon, Im Doo Jung

“…Our domain adaptation based machine learning model, which accounts for equipment wear and environmental variations, achieves a defect detection accuracy of 97.8% based on machine data and process conditions. …”
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Impacts of polystyrene nanoplastics on zebrafish gut microbiota and mechanistic insights by Abdul Rehman, Théogène Habumugisha, Fuyi Huang, Zixing Zhang, Claude Kiki, Mamun Abdullah Al, Changzhou Yan, Uzma Shaheen, Xian Zhang

“…The neutral community model showed that among PNP treatments, 0.1 mg/L led to a less predictable (stochastic assembly process). …”
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Skin Microbiome alterations in heroin users revealed by full-length 16S rRNA sequencing by Ruiyang Tao, Xiang Wang, Xiaoyuan Zhen, Ruocheng Xia, Kaiqin Chen, Han Zhang, Yu Deng, Suhua Zhang

“…Notably, bacterial composition differences were more pronounced in OrE and PaS than in NaS, with genus-level variations being more significant than those at the phylum level. …”
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Virus-induced perturbations in the mouse microbiome are impacted by microbial experience by Shanley N. Roach, Wendy Phillips, Lauren M. Pross, Autumn E. Sanders, Mark J. Pierson, Ryan C. Hunter, Ryan A. Langlois

“…Altogether, these results highlight the differential impact of housing, infection, and interaction between the two in dictating community composition across the gastrointestinal microbiome.IMPORTANCETraditionally housed pathogen-free mouse models do not fully capture the natural variability observed among human microbiomes, which may underlie their poor translationally predictive value. …”
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