On “Local Theory” Neutrality with Respect to “Meta-Theories” and Data from a Diversity of “Native Speakers”, Including Heritage Speaker Bilinguals: Commentary on Hulstijn (2024)... by Jason Rothman, Fatih Bayram, Jiuzhou Hao, Patrick Rebuschat

“…Second, we address the theory’s treatment of heritage speaker bilinguals (HSs), particularly the implication that they may not typically acquire BLC. …”
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Exploring Machine Learning's Potential for Estimating High Resolution Daily Snow Depth in Western Himalaya Using Passive Microwave Remote Sensing Data Sets by Srinivasarao Tanniru, Dhiraj Kumar Singh, Kamal Kant Singh, RAAJ Ramsankaran

“…The data between 2012–2013 and 2017–2018 is used for training the model, whereas the data between 2018–2019 and 2019–2020 is used for testing the model. …”
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Data-independent LC-MS/MS analysis of ME/CFS plasma reveals a dysregulated coagulation system, endothelial dysfunction, downregulation of complement machinery by Massimo Nunes, Mare Vlok, Amy Proal, Douglas B. Kell, Etheresia Pretorius

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Development of a graphical user interface for visualizing solid-state crystal parameters from XRD data and the Cramer-Cohen algorithm for sustainable material management by Maulana Ardi, Irzaman, Wahjuni Sri, Priandana Karlisa

“…Three-dimensional visualizations enhance interpretability of results, while open-source accessibility ensures broad applicability. Validated against reference data, the tool achieves errors ranging from 0.03% to 2.88%. …”
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Software Methodology for Data Control and Collection for Autonomous Monitoring Systems with a Large Amount of Generated Information on the Example of Software for a Hydrological Ra... by I. S. Serdiukov, V. I. Veremyev, Van Tuan Nguyen

“…However, in some applications, reducing the data flow is impossible, since the received information is processed with a delay. …”
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Integrating Temporal Vegetation and Inundation Dynamics for Elevation Mapping Across the Entire Turbid Estuarine Intertidal Zones Using ICESat-2 and Sentinel-2 Data by Siqi Yao, Jianrong Zhu, Wanying Zhang, Bo Tian, Weiwei Sun, Weiguo Zhang, Weiming Xie, Pengjie Tao, Chunpeng Chen, Kai Tan

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Traffic flow modelling of vehicles on a six lane freeway: Comparative analysis of improved group method of data handling and artificial neural network model by Isaac Oyeyemi Olayode, Alessandro Severino, Frimpong Justice Alex, Elmira Jamei

“…The primary objective of this study was to evaluate the predictive accuracy and efficacy of both models in replicating complex traffic patterns and to provide insights into their suitability for real-time traffic flow applications. Traffic flow data were obtained from a six-lane freeway during off-peak and on-peak hours using South African road transportation systems as a case study. …”
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Draft genome sequence data on Bacillus safensis FB03 isolated from the rhizosphere soil of leguminous plant in BangladeshNational Center for Biotechnology Information by Farhana Boby, Dr. Md Nurul Huda Bhuiyan, Dr. Md. Salim Khan, Md. Mashud Parvez

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Wavelet-CNN for temporal data: Enhancing long-term stock price prediction via multi-resolution wavelet decomposition and CNN-based feature extraction by Komei Hiruta, Junsuke Senoguchi

“…Specifically, we first acquire components with different temporal resolutions using wavelet transform, then convert the wavelet-transformed data into images, and finally perform CNN processing to automatically extract useful temporal features for prediction. …”
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Wavelet based technique for multi-crack detection of a beam-like structure using the vibration data measured directly from a moving vehicle by Nguyen Viet Khoa, Tran Thanh Hai

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Diameter at Breast Height (DBH) Estimation and Stem Cross-Section Shape Analysis of Eucalyptus Trees Using LiDAR Data after Noisy Removal by Matheus Ferreira da Silva, Renato Cesar dos Santos, Antonio Maria Garcia Tommaselli, Mauricio Galo

“… LiDAR data offer new possibilities for obtaining geometric parameters of forest areas, such as diameter at breast height (DBH), basal area, height, volume, biomass, and carbon stock. …”
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Corrigendum to “A secure data transmission framework for IoT enabled healthcare” [Heliyon Volume 10, Issue 16, August 2024, Article e36269] by Sohail Saif, Priya Das, Suparna Biswas, Shakir Khan, Mohd Anul Haq, Viacheslav Kovtun

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Multi-model ensemble machine learning-based downscaling and projection of GRACE data reveals groundwater decline in Saudi Arabia throughout the 21st century by Arfan Arshad, Muhammad Shafeeque, Thanh Nhan Duc Tran, Ali Mirchi, Zaichen Xiang, Cenlin He, Amir AghaKouchak, Jessica Besnier, Md Masudur Rahman

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Extraction and analysis of alteration minerals from GF-5 hyperspectral data: a case study of the quartz-vein type tungsten deposit in Jiaoxi, Tibet by Ziqiong Guan, Xinxing Liu, Liqiang Wang, Meng Wang, Yingxue Wang, Yang Cheng

“…Integrating field spectra with geological and hyperspectral data enhanced extraction accuracy and efficiency. …”
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A research toolbox for regional data collection to support the conservation of large batoids: A case study on the critically endangered flapper skate (Dipturus intermedius) by Sophie L. Loca, Amy Garbett, Jonathan D. R. Houghton, James Thorburn, Oliver Ó Cadhla, Maurice Clarke, Gary Hannon, Liz Pothanikat, Paul A. Mayo, Ruairí Gallagher, Mark D. J. Hoppner, Patrick Colman Collins

“…Skate species that extend beyond jurisdictional boundaries encounter additional complexities from divergent national legal frameworks, monitoring requirements, and conservation priorities, resulting in inconsistent data collection. Here we present an innovative research “toolbox,” initially devised for the Critically Endangered flapper skate (Dipturus intermedius) in the North‐East Atlantic, but applicable to most demersal elasmobranchs. …”
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Human-Mobility-Based Sensor Context-Aware Routing Protocol for Delay-Tolerant Data Gathering in Multi-Sink Cell-Phone-Based Sensor Networks by M. B. Shah, S. N. Merchant, U. B. Desai

“…Further, the data delivery to the sink is delay tolerant. Mobility of cell phones is opportunistically exploited for forwarding sensor generated data towards the sink. …”
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Mathematical Modelling of a Friction Stir Welding Process to Predict the Joint Strength of Two Dissimilar Aluminium Alloys Using Experimental Data and Genetic Programming by Mohammed Yunus, Mohammad S. Alsoufi

“…It is mostly used in applications for aerospace, rail, automotive, and marine industries. …”
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Data-Driven Model for Sliced 5G Network Dimensioning and Planning, Featured With Forecast and “what-if” Analysis by Dominik Dulas, Justyna Witulska, Agnieszka Wylomanska, Ireneusz Jablonski, Krzysztof Walkowiak

“…Network Slicing is an enabler for new use cases and an improved network performance, especially for 5G private networks, which opens new business opportunities for vendors and applications for customers. On the other hand, the slicing mechanism adds another level of complexity to network management that significantly increases total cost of ownership. …”
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A novel approach to forecasting reproduction numbers of spatiotemporal stochastic epidemic spread using a PDE-based model and real-time infection data by Deepak Antony David, Chunyan Liu, Logan Street, Shelley Ehrlich, Manish Kumar, Subramanian Ramakrishnan

“…In summary, the results establish the validity of the framework and indicate applicability to future epidemics-especially for regions such as counties and for timeframes extending in weeks-even during dynamic phases when obtainable real-time infection spread data will likely be sparse.…”
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Can spatial distribution of ungulates be predicted by modeling camera trap data related to landscape indices? A case study in a fragmented mediterranean landscape by Antonio Belda, Sandra Oltra-Crespo, Pau Miró-Martínez, Benito Zaragozí

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