Evaluation of the confirmatory data following the Article 12 MRL review for meptyldinocap (DE‐126) and modification of the existing maximum residue levels in table and wine grapes... by European Food Safety Authority (EFSA), Giulia Bellisai, Giovanni Bernasconi, Luis Carrasco Cabrera, Irene Castellan, Monica delAguila, Lucien Ferreira, Luna Greco, Samira Jarrah, Renata Leuschner, Andrea Mioč, Stefanie Nave, Hermine Reich, Silvia Ruocco, Alessia Pia Scarlato, Marta Szot, Anne Theobald, Manuela Tiramani, Alessia Verani, Elena Zioga

“…Abstract The applicant Corteva Agriscience meptyldinocap International Sàrl submitted a request to the competent national authority in Croatia to evaluate the confirmatory data provided in response to the data gaps that were identified for meptyldinocap in the framework of the MRL review under Article 12 of Regulation (EC) No 396/2005. …”
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Canopy temperatures of selected tree species growing in the forest and outside the forest using aerial thermal infrared (3.6–4.9 µm) data by Agata Zakrzewska, Dominik Kopeć, Karol Krajewski, Jakub Charyton

“…Studies conducted in recent years have demonstrated high application potential of thermal remote sensing data in environmental analyses. …”
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A comprehensive study on the mechanical properties of natural fiber reinforced stabilized rammed earth using experimental and data-driven fuzzy logic-based analysis by Aryan Baibordy, Mohammad Yekrangnia, Saeed Ghaffarpour Jahromi

“…Mechanical properties were further assessed through ultrasonic testing and scanning electron microscopy (SEM). Additionally, a data-driven fuzzy logic model was developed to estimate the mechanical properties of RE, addressing a key gap in the application of fuzzy logic to RE construction. …”
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Improved Representation of Vegetation Soil Moisture Coupling Enhances Soil Moisture Data Assimilation in Water‐Limited Regimes: A Case Study Over Texas by Farhad Hassani, Yu Zhang, Sujay V. Kumar

“…Two sets of DA experiments were performed accordingly, wherein SMAP L3 SSM is assimilated into Noah‐MP equipped with each LAI product from 2015 to 2019, Validation of the resulting products against in‐situ data reveals that (a) using the AVHRR‐based LAI, the Noah‐MP outperforms the baseline in reproducing the dynamics of RZSM, and the outperformance is particularly evident over the warm season and water‐stressed western Texas; (b) using the alternative LAI enhances the ability of DA to improve the accuracy of Noah‐MP RZSM, and to a lesser extent, SSM; and (c) gains in SM attained through improvement of LAI and application of DA is most pronounced over regions featuring tight vertical SM coupling. …”
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Applying Artificial Intelligence in Software Development Education by Emanuel S. Grant, Sicong Shao, Qinxuan Shi, Mark Arinaitwe

“…Artificial intelligence (AI) is applied at a pace that challenges the verification of its suitability to the domains of application. This situation arises from the proliferation of AI development being conducted from a data science point of view rather than a software engineering approach. …”
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Automatic extraction of SmPC document for IDMP data model construction using foundation LLM and RAG: a preliminary experiment for pharmaceutical regulatory affairs by Hocine Kadi, Alaa Abdellatif, Daniel Isaac Kemajou Njamen, Florian Pereme

“…However, transforming unstructured data, such as Summary of Product Characteristics (SmPC) documents, into structured IDMP models presents considerable challenges in data extraction and standardization.MethodsWe investigated the application of foundation Large Language Models (LLMs), namely Claude 3.5 Sonnet and Gemini 1.5 Flash, combined with Retrieval-Augmented Generation (RAG) techniques. …”
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Large inter-stock differences in catch size-at-age of mature Atlantic salmon observed by using genetic individual origin assignment from catch data. by Marja-Liisa Koljonen, Michele Masuda, Irma Kallio-Nyberg, Jarmo Koskiniemi, Irma Saloniemi

“…In this application of genetic mixed stock modeling, individual assignments of the river stock of origin were analyzed together with length- and weight-at-age data for individual catch fish. …”
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Gaps and opportunities for data systems and economics to support priority setting for climate-sensitive infectious diseases in sub-Saharan Africa: A rapid scoping review. by Ellie A Delight, Ariel A Brunn, Francis Ruiz, Jessica Gerard, Jane Falconer, Yang Liu, Bubacarr Bah, Bernard Bett, Benjamin Uzochukwu, Oladeji K Oloko, Esther Njuguna, Kris A Murray

“…Studies were included if published between 2010 and 2023, were relevant to sub-Saharan Africa, pandemic preparedness, and a target CSID, and applied or assessed economic evaluations or data systems. Extracted data were synthesised using bibliometric analysis, topic categorisation, and a narrative synthesis including the application of a gender lens. …”
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Detection of prospective areas for mineralization deposits using image analysis technique of aeromagnetic data around Marsa Alam-Idfu road, Eastern Desert, Egypt by A.S.M. Assran, R.A.Y. El Qassas, M.H.M. Yousef

“…Also, this map showed strong negative and positive magnetic anomalies generated in contact zones, which may be considered with the linear features as prospective areas for mineralization.The application of centre for exploration targeting (CET) grid image analysis technique was applied for the aeromagnetic data of such area for rapidly locating regions perceived to be most favorable for gold and base metals deposits. …”
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Multi-source remote sensing data for monitoring natural reserves: a case study on the Shaanxi Hanzhong crested ibis National Nature Reserve, China by Haoshan Wang, Yunwei Tang, Linhai Jing, Hui Li, Haifeng Ding, Changyong Dou

“…This study also validated the enormous potential of recently launched SDGSAT-1 satellite data in LULC classification, thus pioneering its application in nature reserve research.…”
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Canopy Chlorophyll Content Inversion of Mountainous Heterogeneous Grasslands Based on the Synergy of Ground Hyperspectral and Sentinel-2 Data: A New Vegetation Index Approach by Yi Zheng, Yao Wang, Tayir Aziz, Ali Mamtimin, Yang Li, Yan Liu

“…This study confirms that the synergistic use of multi-source data effectively overcomes the limitations of the spectral–spatial resolution of a single data source, providing a novel methodology for the precision monitoring of mountain ecosystems.…”
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HOLa: HoloLens Object Labeling by Schwimmbeck Michael, Khajarian Serouj, Holzapfel Konstantin, Schmidt Johannes, Remmele Stefanie

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ChIPbinner: an R package for analyzing broad histone marks binned in uniform windows from ChIP-Seq or CUT&RUN/TAG data by Reinnier Padilla, Eric Bareke, Bo Hu, Jacek Majewski

“…Existing software tools, namely peak-callers, are available for analyzing data from these technologies, although they often struggle with diffuse and broad signals, such as those associated with broad histone post-translational modifications (PTMs). …”
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Reconstruction of Typhoon Structure Using 3-Dimensional Doppler Radar Radial Velocity Data with the Multigrid Analysis: A Case Study in an Idealized Simulation Context by Hongli Fu, Xinrong Wu, Wei Li, Yuanfu Xie, Guijun Han, Shaoqing Zhang

“…A two-scale simulated “typhoon” field is constructed and referred to as “truth,” from which randomly distributed conventional wind data and 3D Doppler radar radial wind data are generated. …”
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Estimation of High Spatial Resolution CO₂ Concentration in China from 2010 to 2022 Based on Multi-Source Carbon Satellite Data by Shanzhao Cai, Heng Dong, Bo Zhang, Huan Huang

“…To address this, this study effectively integrates XCO₂ data retrieved from the GOSAT and OCO-2 satellites using atmospheric profile adjustment and spatial grid integration techniques. …”
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Real-world performance in therapeutic target attainment of various recommended polymyxin B dose regimens: Secondary data analysis of a prospective multicenter cohort by Jieqiong Liu, Yuhua Zhao, Jianping Zhu, Gang Liang, Yi Yang, Lingyan Yu, Zhenwei Yu

“…Results: A total of 304 AUC data from 247 patients were included in this study. …”
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The moderating and mediating role of eating behaviour traits in acceptance and commitment therapy-based weight management interventions: protocol for an individual participant data... by Julia Mueller, Amy Ahern, Laura Kudlek, Patricia Eustacio Colombo, Stephen J. Sharp, Simon J. Griffin

“…We will assess the risk of bias in included studies using the Cochrane Risk of Bias tool 2 and the Risk of Bias in Non-randomised Studies of Interventions tool.Ethics and dissemination Ethical approval has been obtained from the Cambridge Psychology Research Ethics Committee (Application No: PRE.2023.121). Data sharing will follow data transfer agreements and coauthorship will be offered to investigators contributing data. …”
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An overview of real-world study in clinical transfusion by GONG Jiashun, LIU Fengxia, HUANG Xueyuan, DONG Hang, DU Chunhong, WANG Juan, HUANG Rong, GUI Rong

“…Real-world study (RWS), based on multi-source data from real medical environments, is gradually becoming an important supplement to traditional randomized controlled trials, and its application in the field of transfusion medicine is becoming increasingly widespread. …”
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Lineament extraction and structural mapping using Landsat-9 OLI and Sentinel-1 SAR data in the Proterozoic North Singhbhum Mobile Belt, Eastern India by Nandini Choudhury, Atin Kumar Mitra, Biswajit Nath, Mark D Lindsay

“…The present study explores the application of Landsat-9 OLI and Sentinel-1 SAR data for effective lineament extraction and structural mapping in the Proterozoic North Singhbhum Mobile Belt, Eastern India, an area characterized by complex geological and significant tectonic history. …”
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High-Resolution Mapping of Shallow Water Bathymetry Based on the Scale-Invariant Effect Using Sentinel-2 and GF-1 Satellite Remote Sensing Data by Jiada Guan, Huaguo Zhang, Tong Han, Wenting Cao, Juan Wang, Dongling Li

“…The findings indicate that the integration of multi-source satellite remote sensing data based on the scale-invariant effect can effectively obtain high-precision, high-resolution bathymetric data, providing significant reference value for the application of GF-1 satellites in high-resolution bathymetry mapping.…”
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