Plant Diversity and Microbial Community Drive Ecosystem Multifunctionality in <i>Castanopsis hystrix</i> Plantations by Han Sheng, Babar Shahzad, Fengling Long, Fasih Ullah Haider, Xu Li, Lihua Xian, Cheng Huang, Yuhua Ma, Hui Li

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Spacecraft Intelligent Fault Diagnosis under Variable Working Conditions via Wasserstein Distance-Based Deep Adversarial Transfer Learning by Gang Xiang, Kun Tian

“…Moreover, an improved one-dimensional convolutional neural network- (CNN-) based feature extractor which utilizes exponential linear units (ELU) as activation functions and wide kernels is designed to automatically extract the latent features of raw time-series input data. …”
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Improving remote sensing dehazing quality through local hybrid correction and optimization of atmospheric attenuation model based on wavelength by Daihong Zhao, Kun Shi, Zheng Li, Zheng Li, Meixiang Chen

“…Near-ground remote sensing image dehazing is crucial for accurately monitoring land resources. An effective dehazing technique and a precise atmospheric attenuation model are fundamental to acquiring real-time ground data with high fidelity. …”
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Understanding ecohydrology and biodiversity in aquatic nature-based solutions in urban streams and ponds through an integrative multi-tracer approach by M. M. Warter, D. Tetzlaff, D. Tetzlaff, D. Tetzlaff, C. Soulsby, C. Soulsby, C. Soulsby, T. Goldhammer, D. Gebler, K. Vierikko, M. T. Monaghan, M. T. Monaghan

“…Our findings emphasize the utility of integrated tracer approaches to explore the interface between ecology and hydrology and provide insights into the ecohydrologic functioning of aquaNBSs and their potential limitations. …”
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Chromosome-level genome assembly of the endangered tree species Ormosia henryi Prain by Chengchuan Zhou, Qiang Wen, Dan Zeng, Changqing Guo, Zhiwen Guo, Liting Liu, Tianlin Ouyang

“…In total, we predicted 42,260 protein-coding genes, 88.42% of which could be functionally annotated. This genome assembly provides a valuable resource for various applications, including future conservation and utilization, evolutionary studies, and elucidation of pathways involved in key biological traits of O. henryi.…”
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Prevalence and persistence of cost-related medication non-adherence before and during the COVID-19 pandemic among medicare patients at high risk of hospitalization. by James X Zhang, David O Meltzer

“…<h4>Conclusion and relevance</h4>There are coherent evidence of a reversal of CRN rates during the COVID-19 pandemic among this high-need, high-cost resource utilization Medicare population. Patients' CRN behaviors may be responsive to exogenous impacts, and the behaviors changed in the same direction with similar magnitude in terms of prevalence (the extensive margin) and persistence (the intensive margin). …”
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Spatial Variation in Food Web Structures, Energy Flows, and System Attributes Along the Pearl River and Their Indications of Protection and Restoration by Sai Wang, Yong‐Duo Song, En‐Ni Wu, Tuan‐Tuan Wang, Muhammad Shahid Iqbal, Hui‐Long Ou, Jia Xie, Wen‐Tong Xia, Feng‐Juan Yang, Jie Feng, Shen‐Hao Wu, Yang Zhang, Cong‐Cong Jin, Zhuo‐Luo Ma, Hong‐Jin Zhang, Li‐Yong Miao, Kuan‐Song Wang

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Freeze-Drying for the Reduction of Fruit and Vegetable Chain Losses: A Sustainable Solution to Produce Potential Health-Promoting Food Applications by Dario Donno, Giovanna Neirotti, Annachiara Fioccardi, Zoarilala Rinah Razafindrakoto, Nantenaina Tombozara, Maria Gabriella Mellano, Gabriele Loris Beccaro, Giovanni Gamba

“…This study showed that the utilization of crop remains can potentially lead to the development of new functional foods, providing additional economic benefits for farmers. …”
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AI-powered literature search: some observations and concerns by Farooq Azam Rathore, Fareeha Farooq

“…This raises questions about the data sources utilized by these AI tools and the overall reliability of their outputs. …”
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Deep Learning System for E-Waste Management by Godfrey Perfectson Oise, Susan Konyeha

“…This system integrates cutting-edge technologies, primarily Artificial Intelligence (AI), to improve e-waste management processes, enhance resource utilization, and contribute to the creation of cleaner and more sustainable urban spaces. …”
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Mitochondrial genome of Quercus chenii: genomic features and evolutionary implications by Xuan Li, Shixin Zhang, Yongfu Li, Yousry A. El-Kassaby, Yanming Fang

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Assessing dynamic brain activity during verbal associative learning using MEG/fMRI co-processing by Sangeeta Nair, Jerzy P. Szaflarski, Yingying Wang, Diana Pizarro, Jeffrey F. Killen, Jane B. Allendorfer

“…Background: The abilities of individual neuroimaging methods to resolve spatial and temporal contributions of brain regions during cognitive processes are limited. Co-processing of functional magnetic resonance imaging (fMRI) and magnetoencephalography (MEG) may overcome some of the limitations by utilizing Multiple Sparse Priors (MSP) in a Bayesian framework that takes advantage of the temporal resolution of MEG and spatial resolution of fMRI. …”
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Phenolic compounds, antioxidant and α-glucosidase inhibitory activities from moringa oleifera seed by-products by Linzhen Li, Xiangjie Dai, Shengjia Xiao, Zhiyi Tang, Yutong Wang, Nian Yu, Ting Xiong, Yongjun Li

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Exploring the Impact of Built Environment Development on Activity Patterns of Public Open Space: The Case of Alun-alun Batu by Cantya Paramita Marhendra

“…The built environment's consistent development influences individual and community experiences, influenced by variations in spatial functions and designs within the area. This has also affected the quality of urban space, particularly in Alun-alun Batu, where shifts in social activities can alter community interactions and the utilization of its space. …”
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First De Novo genome assembly and characterization of Gaultheria prostrata by Yan-Jun Lin, Xiao-Ya Ding, Yi-Wei Huang, Yi-Wei Huang, Lu Lu

“…(Ericaceae), a type of evergreen shrub, known as a natural source of methyl salicylate, possesses rich germplasm resources, strong habitat adaptability, significant ornamental value, and noteworthy pharmacological activities. …”
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Analysis and Optimization of Operating Modes of Mini-CHP on Local Fuels in Conditions of Surplus Electric Power Capacities in the Unified Energy System of Belarus. Part 1 by R. S. Ignatovich, V. A. Sednin, Ye. S. Zuyeva

“…During the study, an analysis of the functioning of the ORC-installation Turboden 14 CHP ORC-installation operating as part of a mini-CHP using LFT was carried out. …”
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Realizing depth measurement and edge detection based on a single metasurface by Yang Siwen, Wei Qunshuo, Zhao Ruizhe, Li Xin, Zhang Xue, Li Yao, Li Junjie, Jing Xiaoli, Li Xiaowei, Wang Yongtian, Huang Lingling

“…Here, we design and experimentally validate a single geometric metasurface that can achieve depth measurement or edge detection under incoherent or coherent light respectively. Double helix point source function is utilized, and three verification experiments are carried out, including double-helix beam calibration, 2D object and 3D object detection, respectively. …”
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Cooperative Spectrum Sensing for Cognitive Heterogeneous Networking Using Iterative Gauss-Seidel Process by Haleh Hosseini, Kaamran Raahemifar, Sharifah Kamilah Syed Yusof, Alagan Anpalagan

“…Heterogeneous networks with dense deployment of small cells can employ cognitive features to efficiently utilize the available spectrum resources. Spectrum sensing is the key enabler for cognitive radio to detect the unoccupied channels for data transmission. …”
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Enhancing software development effort estimation with a cloud-based data framework using use case points, fuzzy logic, and machine learning by Ritu, Pankaj Bhambri

“…Abstract The estimation of effort is a crucial steps in the software development process for establishing necessary resources, their quantity, and the project's duration. …”
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Changes in potential pathogenicity-associated proteins of Helicobacter cinaedi upon infection of macrophage cells by A. K. Voronina, B. A. Efimov, B. A. Efimov, M. V. Malakhova, P. V. Shnaider, O. M. Ivanova, M. Bogomiakova, V. O. Shender, V. O. Shender, M. A. Lagarkova, G. P. Arapidi, G. P. Arapidi, G. P. Arapidi

“…Beyond known virulence factors (HcaA, Cdt, AhpC), we identified poorly characterized proteins with toxic or immunomodulatory functions. Notably, some upregulated proteins enable cholesterol utilization as a carbon source, while others may participate in a toxin injection mechanism disrupting host cell metabolism—potentially linked to foam cell formation.ConclusionOur findings provide new insights into H. cinaedi pathogenicity, highlighting previously unexplored virulence mechanisms. …”
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