Convergence of root ectomycorrhizal fungal communities across Pinaceae developmental stages in temperate forests in northeastern China by Dongxue Zhao, Yulian Wei, Ting Cao, Yiwei Yuan, Jiarui Yu, Zhen Bai, Haisheng Yuan

“…These findings suggest that root EMF community dynamics are synchronized with the recruitment and development of Pinaceae species in temperate forests.…”
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A Systematic Analysis of Meteorological Parameters in Predicting Rainfall Events by Muhammad Salman Pathan, Pardhu Nadella, Yasin Ul Haq, Soumini Chaudhury, Jiantao Wu, Avishek Nag, Soumyabrata Dev

“…As a result, this method improves understanding of meteorological conditions, which act as accurate forecasters of rainfall outcomes and can help to develop accurate decision-support systems. The study also conducts a thorough assessment of prediction performance of various ML and deep learning (DL) techniques such as Classification and Regression Trees (CART), Support Vector Machine (SVM) and Dense Neural Networks (DNN).The findings show that the models using only the important meteorological features in the dataset perform better than using all the features. …”
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Knowledge domain and emerging trends in medication literacy research from 2003 to 2024: a scientometric and bibliometric analysis using CiteSpace and VOSviewer by Penghong Deng, Xiaoxia Liu, Caiyun Li, Caiyun Li, Xingping Zhu, Junli Cui, Ping Hua, Gang Chen

“…Scientometric analyses were executed using CiteSpace and VOSviewer to visualize and evaluate collaborative networks, including co-citation references, co-occurring keywords, and contributions by countries, institutions, authors, and journals.ResultsThe analysis incorporated 1,968 eligible publications. …”
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Strain and contact-dependent metabolomic reprogramming reveals distinct interaction strategies between Laccaria bicolor and Trichoderma by Prasath Balaji Sivaprakasam Padmanaban, Pia Stange, Baris Weber, Andrea Ghirardo, Karin Pritsch, Tanja Karl, J. Philipp Benz, Maaria Rosenkranz, Jörg-Peter Schnitzler

“…Our findings provide a foundation for exploring how such antagonistic interactions may influence tripartite communication in plant-associated microbial networks. They also highlight the potential role of both emitted and secreted fungal metabolites in shaping interaction dynamics through putative non-self-recognition mechanisms.…”
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Giant Chemo-Resistive Response of POSS Nano-Spacers in PS- and PMMA-Based Quantum Resistive Vapour Sensors (vQRS) Used for Cancer Biomarker Analysis by Abhishek Sachan, Mickaël Castro, Veena Choudhary, Jean-François Feller

“…All transducers were made by spray layer by layer (sLbL) to obtain a hierarchically structured conducting architecture. The transducers’ surface was characterized by scanning electron microscopy (SEM) and atomic force microscopy (AFM) to observe the CNT coating and dispersion level in the matrix. …”
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Data Mining Approaches in Predicting Entrepreneurial Intentions Based on Internet Marketing Applications by Milan Krivokuća, Mihalj Bakator, Dragan Ćoćkalo, Marijana Vidas-Bubanja, Vesna Makitan, Luka Djordjević, Borivoj Novaković, Stefan Ugrinov

“…Finally, a feed-forward neural network (FNN) was applied. The results varied across the applied approach, thus providing significant insights into the dynamics of data mining for prediction outcomes in an enterprise setting.…”
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Long-term impact of railway transport on morphological development of the largest urban agglomerations in Poland by Jurkowski Wojciech, Kryczka Piotr, Figlus Tomasz, Lisowska-Kierepka Agnieszka, Musiaka Łukasz, Sikorski Dominik, Spórna Tomasz, Sudra Paweł, Szmytkie Robert

“…The primary objective of this study is to determine historical, long-term impact of railway transport on the dynamics of morphological changes in the settlement network. …”
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Extracting Vehicle Trajectories Using Unmanned Aerial Vehicles in Congested Traffic Conditions by Eui-Jin Kim, Ho-Chul Park, Seung-Woo Ham, Seung-Young Kho, Dong-Kyu Kim

“…Obtaining the trajectories of all vehicles in congested traffic is essential for analyzing traffic dynamics. To conduct an effective analysis using trajectory data, a framework is needed to efficiently and accurately extract the data. …”
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Lab-on-device investigation of phase transition in MoOx semiconductors by Xiaoci Liang, Dongyue Su, Younian Tang, Bin Xi, Chunzhen Yang, Huixin Xiu, Jialiang Wang, Chuan Liu, Mengye Wang, Yang Chai

“…Leveraging these principles, we achieve nonvolatile electrochemical memory with linear synaptic and accumulative neuronal functionalities, and demonstrate an all electrochemical random-access memory neural network hardware that executes memory-efficient rank-order coding for sparse signals even under noisy conditions.…”
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Hydroxyapatite-reinforced chitosan film on PEO-treated aluminum alloys for enhanced corrosion resistance by Yang Li, Shuyan Yang, Yong Wan

“…Comprehensive characterization—including spectroscopic, microscopic, electrochemical, and computational techniques such as FTIR and molecular dynamics (MD) simulations—was conducted to evaluate their structure and performance. …”
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A dataset for state of charge and range estimation of an L5 type electric vehicle that is used for Urban LogisticZENODO by Ahmet Alperen Polat, Sinem Bozkurt Keser, İnci Sarıçiçek, Alim Kerem Erdoğmuş, Ali Kafalı, Ahmet Yazıcı

“…In this study, measurement data are obtained from an L5 class electric vehicle for urban cargo transportation under different driving dynamics and load conditions. The raw sensor data obtained via the Controller Area Network Bus in the vehicle are stored in 35 separate comma-seperated value files and recording frequencies of up to 800 per second are captured. …”
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Adaptive Outdoor Cleaning Robot with Real-Time Terrain Perception and Fuzzy Control by Raul Fernando Garcia Azcarate, Akhil Jayadeep, Aung Kyaw Zin, James Wei Shung Lee, M. A. Viraj J. Muthugala, Mohan Rajesh Elara

“…A 128-channel LiDAR sensor captures signal intensity images, which are processed by a ResNet-18 convolutional neural network to classify floor types as wood, smooth, or rough. …”
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Multifaceted impacts of widespread renewable energy integration on socio-economic, ecological, and regional development by Anis ur Rehman, Sheeraz Iqbal, Aqib Shafiq, Nahar F. Alshammari, Saadat Hanif Dar, Raja Tahir Iqbal

“…In addition, the paper examines the power-sharing dynamics between the grid and RERs to analyze the reduction in grid burden, load and energy management, and conduct sensitivity analysis considering various customer responses for the installation of RERs. …”
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The belt and road initiative and risk transmission mechanisms in China's manufacturing global industry chain: a structural vulnerability analysis by Xue Chen, Maoqiang Zhang, Gongyan Yang

“…Abstract Amidst the complex dynamics of global industrial chain reconstruction and the rise of anti-globalization, this study explores the impact of the Belt and Road Initiative (BRI) in altering the risk exposure of China's manufacturing industry chain. …”
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Stakeholder identification and mapping in peripheral European inland waterway ecosystems by Marie Cryns, Edwin van Hassel, Thierry Vanelslander

“…This research focuses on the increasing need for improvements in IWT in different parts of the European network to increase the quality of the infrastructure and the overall traffic share. …”
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A Little Boat Flopping About on the Ocean: The Lived Experience of Transitioning Early Career Nurses by Liz Ryan, Leah East, Andy Davies, Blake Peck, Daniel Terry

“…Semi‐structured interviews were conducted to collect data and were thematically analysed. …”
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Cultural gap in the information age: from the loss of objective foundations to the representation of the «constructed phenomenon» by A. N. Minchenko

“…The growth of the number of subjects of culture and separate socio-cultural communities, the appearance of their «digital» forms, the expansion of the cultural space due to new virtual cultural «fields» and globalization, the multiplication of interactive opportunities for individuals are singled out as the reasons for such dynamics. The catalyzing factor is the increasing polarization and absolutization of cultural contradictions as a result of wide technological possibilities: availability of production of audio-visual content, emotionally affecting the audience, erosion of ethical framework of communication, due to her anonymity in networks, violation of intergenerational continuity of sociocultural experience. …”
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A Large-Scale Multipurpose Benchmark Dataset and Real-Time Interpretation Platform Based on Chinese Rural Buildings by Weihuan Deng, Weipan Xu, Yaofu Huang, Xun Li

“…As urbanization accelerates, the evolving dynamics of village growth and decline have garnered widespread attention. …”
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Kalmyks of the Salsky district in the context of national politics and ethno-social processes in the 1920s by Anton Viktorovich Averyanov

“…At the same time, within the framework of the indigenization policy, work was carried out to expand the network of schools, reading rooms, teacher training, and increase the level of literacy. …”
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Hydrological Connectivity Dominates NO3‐N Cycling in Complex Landscapes – Insights From Integration of Isotopes and Water Quality Modeling by Songjun Wu, Doerthe Tetzlaff, Xiaoqiang Yang, Tobias Sauter, Chris Soulsby

“…Such transition was transient but exerted disproportional impacts on NO3‐N dynamics by creating a preferential “fast‐track” toward channel network. …”
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