Evaluation of confirmatory data following the Article 12 MRL review and modification of the existing maximum residue levels for penconazole in various crops by European Food Safety Authority (EFSA), Giulia Bellisai, Giovanni Bernasconi, Alba Brancato, Luis Carrasco Cabrera, Irene Castellan, Monica Del Aguila, Lucien Ferreira, German Giner Santonja, Luna Greco, Samira Jarrah, Renata Leuschner, Jose Oriol Magrans, Ileana Miron, Stefanie Nave, Ragnor Pedersen, Hermine Reich, Tobin Robinson, Silvia Ruocco, Miguel Santos, Alessia Pia Scarlato, Anne Theobald, Alessia Verani

“…Abstract The applicant Syngenta Crop Protection AG submitted a request to the competent national authority in Germany to evaluate the confirmatory data that were identified for penconazole in the framework of the maximum residue level (MRL) review under Article 12 of Regulation (EC) No 396/2005 as not available. …”
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Class-consistent technology-based outlier detection for incomplete real-valued data based on rough set theory and granular computing by Li Zhaowen, He Hongxuan, Wang Pei

“…The goal of outlier detection is to pinpoint data points that exhibit notable deviations from the rest of the observed values. …”
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Quantifying dwell time with location-based augmented reality: Dynamic AOI analysis on mobile eye tracking data with vision transformer by Julien Mercier, Olivier Ertz, Erwan Bocher

“… Mobile eye tracking captures egocentric vision and is well-suited for naturalistic studies. However, its data is noisy, especially when acquired outdoor with multiple participants over several sessions. …”
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Calculating the water surface area - a comparative analysis between results obtained from open data of optical and radar sensors by N. Mitev, S. Katsarska-Filipova, D. Filipov, P. Raeva

“…The aim of this study is to analyse the results obtained from the application of open satellite data. The research team worked with radar and optical data from the Sentinel-1 and Sentinel-2 missions. …”
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Chamber shape optimization for ultra-high-pressure water-jet nozzle based on computational fluid dynamics method and a data-driven surrogate model by Wen-Tao Zhao, Zheng-Shou Chen, Yuan-Jie Chen, Jiang-Long Li

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Multi-index real time environment monitoring system based on IoT by Shixu SU, Yanjun XIAO, Yong’an GUO

“…In view of the growing problem of environmental pollution in our country，the research of the feasibility of the application of IoT in the field of environmental monitoring was focused.The present situation of research in the field of intelligent environmental protection was reported.An environmental monitoring system has been designed which can monitor a variety of environmental indices in real time，and some professional suggestions were given through data analysis.…”
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Enhancing Hectare‐Scale Groundwater Recharge Estimation by Integrating Data From Cosmic‐Ray Neutron Sensing Into Soil Hydrological Modeling by Lena M. Scheiffele, Matthias Munz, Till Francke, Gabriele Baroni, Sascha E. Oswald

“…Models calibrated on CRNS data or combinations of CRNS with deeper point measurements resulted in cumulative groundwater recharge comparable to the benchmark. …”
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Data-Driven Monitoring of Probiotic Fermentation in Fruit Juices Using Near-Infrared Spectroscopy and Aquaphotomics: An Innovative Approach to Food Valorization by Lueji Regatieri, Flora Vitalis, Erika Bujna, Quang Duc Nguyen, Zoltan Kovacs

“…The data evaluated in the wavelength range of 1300–1600 nm indicate classification accuracies of 99–100% and 99–93% during calibration and validation, respectively, when applying PCA-LDA for discriminating the fermentation times, for each one of the single and mixed bacterial groups. …”
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22 Advancing clinical trial reporting and AI integration: Optimizing protocol data extraction using LLMs and regulatory best practices by Ramya Sri Baluguri, Nicholas Anderson

“…Based on these variations, we used prompt engineering to improve the pilot application’s output compliance with the protocol registration and results system (PRS) structured data format for various study types. …”
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Developing a predictive model for blood-brain-barrier permeability to explore relevance of in vitro neurotoxicity data for in vivo risk assessment by Siena E. Illa, Yumei Feng Earley, Yumei Feng Earley, Li Li, Dingsheng Li

“…Introduction:Despite recent rapid advancements in in vitro toxicology, its application to whole-body health outcomes remains limited. …”
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DMDiff: A Dual-Branch Multimodal Conditional Guided Diffusion Model for Cloud Removal Through SAR-Optical Data Fusion by Wenjuan Zhang, Junlin Mei, Yuxi Wang

“…Optical remote sensing images, as a significant data source for Earth observation, are often impacted by cloud cover, which severely limits their widespread application in Earth sciences. …”
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PaleoSTeHM v1.0: a modern, scalable spatiotemporal hierarchical modeling framework for paleo-environmental data by Y. Lin, R. E. Kopp, R. E. Kopp, A. Reedy, A. Reedy, M. Turilli, M. Turilli, S. Jha, S. Jha, S. Jha, E. L. Ashe

“…Here, we present PaleoSTeHM, a scalable and modern framework for spatiotemporal hierarchical modeling of paleo-environmental data. This framework enables the implementation of flexible statistical models that rigorously quantify spatial and temporal variability from geological data while clearly distinguishing measurement and inferential uncertainty from process variability. …”
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Prevalence of digestive diseases in patients with excessive body weight and obesity (<i>according to data of polyclinic department of versatile clinic</i>) by I. R. Popova

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A Technical Note on AI-Driven Archaeological Object Detection in Airborne LiDAR Derivative Data, with CNN as the Leading Technique by Reyhaneh Zeynali, Emanuele Mandanici, Gabriele Bitelli

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A Three-Dimensional Feature Space Model for Soil Salinity Inversion in Arid Oases: Polarimetric SAR and Multispectral Data Synergy by Ilyas Nurmemet, Yilizhati Aili, Yang Xiang, Aihepa Aihaiti, Yu Qin, Bilali Aizezi

“…Furthermore, this study significantly expands the application potential of SAR data in soil salinization research.…”
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Extracellular vesicle-derived miRNA-mediated cell–cell communication inference for single-cell transcriptomic data with miRTalk by Xin Shao, Lingqi Yu, Chengyu Li, Jingyang Qian, Xinyu Yang, Haihong Yang, Jie Liao, Xueru Fan, Xiao Xu, Xiaohui Fan

“…Collectively, miRTalk can infer EV-derived MiTI-mediated CCC with scRNA-seq data, providing new insights into the intercellular dynamics of biological processes.…”
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Improving extraction of forest canopy height through reprocessing ICESat-2 ATLAS and GEDI data in sparsely forested plain regions by Ruoqi Wang, Yagang Lu, Dengsheng Lu, Guiying Li

“…Specifically, we proposed a sectional photon denoising method for processing ICESat-2 data and a geolocation error correction method for processing GEDI data. …”
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Assessment of the frequency and association with morbidity of DNA markers in multinational administrative divisions based on indigenous population data (based on cardiovascular dis... by E. V. Balanovskaya, A. Yu. Potanina, S. M. Koshel, D. S. Adamov, I. V. Evsyukov, A. L. Borisova, M. S. Pokrovskaya, A. N. Meshkov

“…The obtained frequencies allowed us to directly assess their relationship with CVD in Russia — chronic rheumatic heart diseases, cardiomyopathy, coronary artery disease, hypertension, acute myocarditis. Technology application data are presented in the form of tables and genogeographic maps of the distribution of 24 CVD DNA markers in Russian subjects, the geography of morbidity in Russian subjects for five CVDs, and the correlation of the distribution of the frequency of CVD DNA markers and the incidence of CVD among the population of Russia.Conclusion. …”
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IoT-Based LPG Level Sensor for Domestic Stationary Tanks with Data Sharing to a Filling Plant to Optimize Distribution Routes by Roberto Morales-Caporal, Rodolfo Eleazar Pérez-Loaiza, Edmundo Bonilla-Huerta, Julio Hernández-Pérez, José de Jesús Rangel-Magdaleno

“…The IoT-based sensor, in addition to displaying the percentage of the LPG level in the tank to the user through a mobile application (app), has the advantage of simultaneously sharing the acquired data with an LPG filling plant via the Internet. …”
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Estimation of leaf water content from hyperspectral data of different plant species by using three new spectral absorption indices. by Hong Li, Wunian Yang, Junjie Lei, Jinxing She, Xiangshan Zhou

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