Low-frequency ultrasonic pulse-echo datasets for geometry determination of a reinforced concrete step specimen with embedded polystyrene foam cuboids in non-destructive testingData... by Maria Grohmann, Stefan Maack, Matthias Behrens, Ernst Niederleithinger

“…This article includes additional technical specifications of the two ultrasonic probes used, as well as information on their geometric specifications and directivity patterns. It also provides a detailed description of the further measurement equipment used. …”
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Spatial Modeling of Yellowfin Tuna in the Banda Sea Based on Oceanographic Factors Using MaxEnt by Sunarwan Asuhadi, Mukti Zainuddin, Safruddin Safruddin, Musbir Musbir

“…This study models the spatial distribution of yellowfin tuna (YFT) in the Banda Sea using the MaxEnt approach, addressing critical questions about its predictive capability, the influence of environmental variables such as sea surface temperature (SST) and chlorophyll-a concentration, and temporal patterns. MaxEnt was chosen for its ability to predict potential distribution areas based on presence data and environmental factors. …”
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Impact of agricultural industry transformation based on deep learning model evaluation and metaheuristic algorithms under dual carbon strategy by Xuan Zhao, Weiyun Tang, Qiuyan Liu, Hongtao Cao, Fei Chen

“…Static features, including farmland distribution and soil types, are extracted using Convolutional Neural Networks, while temporal trends in variables such as weather patterns and policy changes are captured by the Long Short-Term Memory network. …”
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Spatial proximity effects on cognitive processing of multimedia learning among college students: evidence from functional near-infrared spectroscopy by Yan Ma, Yan Ma, Qiuyue Peng, Qiuyue Peng, Bowen Long, Bowen Long

“…In addition, the study also explored how disciplinary differences affect the strength of spatial proximity effects and corresponding brain activation patterns.ResultsThe findings revealed that activation levels in the middle temporal gyrus, frontal pole, and dorsolateral prefrontal cortex were significantly higher in the spatial proximity condition compared to the spatial separation condition, accompanied by an improved rate of correct answers. …”
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Contamination transport into saturated land upon advection-diffusionsorption including decay by S.A. Sadrnejad, M. Memarianfard

“…The sensitivity of the model to variations in input parameters results in two opposing patterns of contaminant concentration. While higher groundwater velocities increase the speed of plume spread, they also increase the dilution ratio and hence Decrease the concentration.…”
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Critical Wind Direction Angles and Edge Module Vulnerability in Fixed Double-Row Photovoltaic (PV) Arrays: Analysis of Extreme Wind Conditions Based on CFD Simulation by Yuheng Hu, Hongzhou Zhang, Zhenwei Luo, Yupeng Zhou, Guoshun Yuan

“…Finally, surface wind pressure distribution patterns were examined for four representative wind angles (0°, 45°, 135°, 180°). …”
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ANALYSIS OF THE RELATIONSHIP BETWEEN WATER QUALITY AWARENESS AND DRINKING WATER CONSUMPTION BEHAVIOR (CASE STUDY: MAJENE CITY AND CAMPALAGIAN VILLAGE, WEST SULAWESI) by Musafira Musafira, Nur Hilal A. Syahrir, Putri Indi Rahayu

“…Future research should consider integrating socio-economic and cultural factors to develop a more holistic understanding of drinking water consumption patterns.…”
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BCINetV1: Integrating Temporal and Spectral Focus Through a Novel Convolutional Attention Architecture for MI EEG Decoding by Muhammad Zulkifal Aziz, Xiaojun Yu, Xinran Guo, Xinming He, Binwen Huang, Zeming Fan

“…The BCINetV1 utilizes three innovative components: a temporal convolution-based attention block (T-CAB) and a spectral convolution-based attention block (S-CAB), both driven by a new convolutional self-attention (ConvSAT) mechanism to identify key non-stationary temporal and spectral patterns in the EEG signals. Lastly, a squeeze-and-excitation block (SEB) intelligently combines those identified tempo-spectral features for accurate, stable, and contextually aware MI EEG classification. …”
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Multi-index remote sensing for post-fire damage assessment: accuracy, carbon loss, and conservation implications by Chih-Lin Liu, You-Ren Wang, You-Ren Wang, Wan-Yu Liu, Wan-Yu Liu

“…This study advances environmental management practices by developing a comprehensive multi-index remote sensing methodology for rapid and accurate forest fire impact assessment in protected areas. …”
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Software Reliability Estimation of Component-Based Systems by Ibrahim Ayman Tagen, Khaled T. Wassef, Ramadam Moawad, Sabah Sayed Mohammad

“…To address this, a new approach has been developed that considers individual component reliabilities, overall software architecture, and real-world usage patterns to estimate the total reliability of CBSS. …”
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Seq2Seq-based GRU autoencoder for anomaly detection and failure identification in coal mining hydraulic support systems by Kai Zhan, Cong Wang, Xigui Zheng, Chao Kong, Guangming Li, Wei Xin, Longhe Liu

“…Although this technique can accelerate model convergence, it may lead to training instability and reduced generalization capability, requiring careful consideration in practical applications. Our proposed Recurrent Reconstruction Network model demonstrated excellent performance in complex coal mine hydraulic support data, effectively identifying anomalous regions and potential equipment failure characteristics while revealing potential deviations between model predictions and actual data, demonstrating its superior learning capability for periodic data patterns and equipment failure characteristics. …”
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Exploring green mining research trends through web of science: A bibliometric analysis based on VOSviewer and CiteSpace by Yigai Xiao, Hongwei Deng, Peng Wang, Jingbo Xu

“…A total of 523 publications retrieved from the Web of Science Core Collection were analyzed using VOSviewer and CiteSpace to investigate research patterns, thematic developments, and intellectual structures within the field. …”
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Multimodal Analysis of Augmented Reality in Basic Programming Course: Innovation Learning in Modern Classes by Rizky Ema Wulansari, Rizki Hardian Sakti, Hasep Saputra, Agariadne Dwinggo Samala, Rifyal Novalia, Hla Myo Tun

“…Still, and importantly, AR cut down on mistakes and provided a clear understanding of the coding patterns Iraq required. Applying AR into the learning of programming education has practical implications in improving students learning experiences as well as simplifying existing concepts. …”
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Pore‐Scale Study of Non‐Clogging Accumulation Effects on Microgel Particle Transport and Multiphase Displacements in Porous Media by Xukang Lu, Qiangqiang Li, Jiajun Chen, Tianjiang Wu, Wenhai Lei, Moran Wang

“…The non‐uniform concentration distribution contributes to flow rate reallocation via diversion effects, producing variable displacement patterns under varying conditions. Results in disordered media exhibit a similar trend as in the dual‐permeability model but with more significant accumulation. …”
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Design and Implementation of Efficient and Transparent Zero Copy Read by Jiwoong Park, Cheolgi Min, Heonyoung Yeom, Yongseok Son

“…It addresses two primary practical challenges: minimizing page remapping overhead by reducing the number of TLB shootdowns, and ensuring robust I/O performance under high copy-on-write fault conditions using adaptive hybrid I/O mode switching based on a performance loss model and historical I/O patterns. …”
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Institutional dynamics in climate change adaptation – a bibliometric analysis by P. Jaisridhar, R. Nirosha, S. Jasimudeen, M. Senthilkumar, I. Ponsneka, P. Raja

“…Bibliometric analysis was conducted to identify research patterns and geographical distributions.Results The bibliometric analysis revealed research concentration in Western countries and parts of Africa, with significant gaps in South Asian countries. …”
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CAREER TRANSITION PROCESS OF RURAL WORKERS IN NGHI SON ECONOMIC ZONE, THANH HOA PROVINCE, VIETNAM AFTER RESETTLEMENT DUE TO LAND ACQUISITION by Duyen Thi NGUYEN, Thuy Thanh DAO, Tung Van MAI, Lien Thi NGUYEN

“…Driven by industrialization and urbanization, this resettlement significantly alters the livelihoods of the rural populations, necessitating a shift from the traditional agricultural practices to new forms of employment. Material and methods. …”
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Genetic diversity of Trichoderma spp. isolated from alkaline pistachio soils using morphological and molecular characteristics by Hossein Alaei, Fahimeh Mirkhani, Amirhossein Mohammadi, Masoumeh Haghdel

“…In agreement with observation, data from morphological characteristics resulting in RAPD-PCR banding patterns revealed it was easier to identify and differentiate T. harzianum and T. aureroviride isolates. …”
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HarvestGRID: high-resolution harvested crop areas of the United States from 1981 to 2019 by Gambhir Lamsal, Landon T Marston

“…This dataset is pivotal for analyzing long-term cropland use patterns and supports the advancement of more sustainable agricultural practices.…”
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Unheard and unused: why students reject teacher and peer feedback by Anastasiya A. Lipnevich, Carolina Lopera-Oquendo, Ligia Tomazin, Jonathan Gutterman, Carmen Florentin

“…Multiple logistic regressions found that gender and educational level are significant predictors of reasons for not utilizing feedback, with distinct patterns observed among male students and undergraduates.ConclusionThis study underscores the need for feedback strategies addressing individual student characteristics and contextual factors. …”
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