Multi-Source Attention U-Net: A Novel Deep Learning Framework for the Land Use and Soil Salinization Classification of Keriya Oasis in China with RADARSAT-2 and Landsat-8 Data by Yang Xiang, Ilyas Nurmemet, Xiaobo Lv, Xinru Yu, Aoxiang Gu, Aihepa Aihaiti, Shiqin Li

“…With advancements in artificial intelligence, the efficiency and precision of deep learning classification models applied to remote sensing imagery have been demonstrated. …”
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Real Time Vehicle Classification Using Deep Learning—Smart Traffic Management by Tejasva Maurya, Saurabh Kumar, Mritunjay Rai, Abhishek Kumar Saxena, Neha Goel, Gunjan Gupta

“…By using transfer learning with pre‐trained YOLOv8 weights, the model improves accuracy and efficiency, particularly in low‐resource environments. …”
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Predicting urban landslides in the hilly regions of Bangladesh leveraging a hybrid machine learning model and CMIP6 climate projections by Md․ Ashraful Islam, Musabbir Ahmed Arrafi, Mehedi Hasan Peas, Tanvir Hossain, Md Mehedi Hasan, Sanzida Murshed, Monira Jahan Tania

“…These scenarios reflect different pathways of greenhouse gas emissions, providing a range of possible future climate conditions. …”
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Artificial intelligence methods used in various aquaculture applications: A systematic literature review by Thurein Aung, Rafiza Abdul Razak, Adibi Rahiman Bin Md Nor

“…This review aims to analyze various AI methodologies utilized within different aspects of aquacultural practices. By examining existing studies and identifying trends and gaps in research areas related to AI integration into aquaculture practices, this paper provides valuable insights for further advancements. …”
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Tracing the path from conservation to expansion evolutionary insights into NLR genes in oleaceae by Saba Parvez, Maryam Asif, Alizay Ahmad, Iqra Javaid, Muhammad Zaman Rasheed, Romana Iftikhar, Nada H. Aljarba, Rabia Zafar, Aqsa sarwar, Rao Sohail Ahmed Khan, Saad Serfraz

“…In contrast, the genus Olea (olives) has undergone extensive gene expansion driven by recent duplications and significant birth of novel NLR gene families. These differences in NLR gene evolution likely enhance Olea's ability to recognize diverse pathogens through recent expansions, while Fraxinus maintains specialized immune responses through conserved genes, with potential trade-offs in pathogen adaptation and energy efficiency. …”
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Effect of Warning System on Interactive Driving Behavior at Unsignalized Intersection under Fog Conditions: A Study Based on Multiuser Driving Simulation by Yunfan Zhang, Xuedong Yan, Jiawei Wu, Ke Duan

“…However, the ICWS helped drivers interact more harmoniously, safely, and efficiently. The findings shed some light on the further development of ICWS and the study on interactive driving behavior.…”
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Relationship between job burnout and presenteeism in anesthesia nurses: mediating effect of psychological capital by Jie Cheng, Xiaoli Xia, Mei Hong, Xue Lin, Daiying Zhang, Jianlan Ren

“…From June to July 2024, convenience sampling was used to conduct a questionnaire survey of 568 anesthesia registered nurses in different levels of hospitals in Sichuan Province. …”
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Solubilization of <i>n</i>-hexadecane by micellar solutions of trehalolipid - surfactants of biological origin by I. A. Nechaeva, A. S. Parfenova, A. S. Filippova, A. E. Filonov

“…In order to establish the solubilizing ability of biosurfactants, the residual concentration of n-hexadecane in an aqueous sample of different concentrations was determined using a gas chromatographic method of analysis.Results. …”
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Research Progress on the Improvement of Farmland Soil Quality by Green Manure by Yulong Wang, Aizhong Yu, Yongpan Shang, Pengfei Wang, Feng Wang, Bo Yin, Yalong Liu, Dongling Zhang, Qiang Chai

“…This will help explore the role of green manure in addressing the challenges of soil degradation, climate change and food security, develop green manure varieties adapted to different ecological conditions, and optimize green manure planting and management technologies. …”
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A few-shot diabetes foot ulcer image classification method based on deep ResNet and transfer learning by Cheng Wang, Zhen Yu, Zhou Long, Hui Zhao, Zhenwei Wang

“…Therefore, the methods include: (1) Data augmentation of the original DFU images by using geometric transformations and random noise; (2) Deep ResNet models selection based on different convolutional layers comparative experiments; (3) DFU classification model training with transfer learning by using the selected pre-trained ResNet model and fine tuning. …”
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Electrochemical investigation of the influence of gas compositions on industrial-sized fuel electrode supported single cells under co- and CO2-electrolysis conditions by Daniel Reiner, Srđan Marković, Hartmuth Schröttner, Christoph Hochenauer, Vanja Subotić

“…Solid oxide electrolysis cells (SOECs) offer high efficiency for Power-to-X applications, but their performance under varying gas compositions—especially in co- and CO2-electrolysis—requires further clarification. …”
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THE RESULTS OF THE ORGANIZATIONAL EXPERIMENT TO OPTIMIZING THE MEDICAL CARE OF PATIENTS WITH BENIGN NEOPLASMS OF THE GYNECOLOGICAL FIELD IN THE ANTENATAL CLINIC by L. V. Kochorova, B. L. Tsivyan

“…Increase of treatment efficiency is achieved by early medical rehabilitation – professional psychological support of patients. …”
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Integrative analyses of metabolome and transcriptome identifies the potential mechanism of Aureobasidium pullulans PA-2 inhibiting Chenopodium album L. growth by Shan-shan Mo, Han-feng Gao, Ying Yang, Juan Li, Xin Wang, Hai-xia Zhu, You-hai Wei, Qing-yun Guo, Liang cheng

“…The utilization of microorganisms has emerged as a means of simultaneously controlling this weed with high-efficiency, and friendly to the environment. In this regard, this study used LC-MS/MS and RNA-Seq technology to gain insights into the molecular herbicidal mechanisms underlying strain Aureobasidium pullulans PA-2 on C. album. …”
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Experimental Study of 2-Ethylhexyl Nitrate Effects on Engine Performance and Exhaust Emissions of Diesel Engine Fueled with Diesel–2-Methylfuran Blends by Balla M. Ahmed, Maji Luo, Hassan A. M. Elbadawi, Nasreldin M. Mahmoud, Pang-Chieh Sui

“…Furthermore, the brake-specific fuel consumption (BSFC) reduced by 2.78% and 5.7%, while the brake thermal efficiency (BTE) increased by 3.54% and 7.1%, respectively. …”
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Influence of green tea powder on the performance, nutrient utilisation, caecal microbiota profile and meat quality of broiler chickens by D.V. Thomas, A.L. Molan, Y. Singh, V. Ravindran

“…Green tea supplementation reduced (P<0.05) the weight gain and feed intake but improved (P<0.05) feed efficiency. Supplementation with N-GT increased the AMEn on d 7 and 21, and with Se-GT on d 7 (P<0.05). …”
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Red Tide Detection Method Based on a Time Series Fusion Network Model: A Case Study of GOCI Data in the East China Sea by Tianhong Ding, Zhiqiang Xu, Yunjie Wang, Qinglian Hou, Xiangyong Liu, Fengshuang Ma

“…Additionally, an ECA channel attention mechanism is employed to fully exploit spectral features across different bands for deeper feature extraction. A novel feature extraction module, ASPC-DSC, combines atrous spatial pyramid convolution with depthwise separable convolution to effectively fuse multi-scale contextual features while improving computational efficiency. …”
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Regional Frequency Analysis Using L-Moments for Determining Daily Rainfall Probability Distribution Function and Estimating the Annual Wastewater Discharges by Pau Estrany-Planas, Pablo Blanco-Gómez, Juan I. Ortiz-Vallespí, Javier Orihuela-Martínez, Víctor Vilarrasa

“…The cluster was also excellent for predicting different rainfall ranges, resulting in the best combination for both light—i.e., [1, 5) mm—and moderate—i.e., [5, 20) mm—rainfall prediction. …”
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Conservation networks do not match the ecological requirements of amphibians by Matutini, Florence, Baudry, Jacques, Fortin, Marie-Josee, Pain, Guillaume, Pithon, Josephine

“…Finally, we compared different suitability maps with existing conservation networks to assess conservation coverage and efficiency. …”
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in Impaired Pulmonary Oxygenizing Function in Cardiosurgical Patients by I. A. Kozlov, A. A. Romanov, O. A. Rozenberg

“…On trying to activate the patients, PaO2/FiO2, Cst and Qs/Qt stopped differing from the values recorded before the maneuver. …”
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Intraoperative ultrasound-guided wire(IOUS-wire) localization biopsy versus preoperative fine needle aspiration cytology(FNAC) for early breast cancer with clinically positive node... by Xue Song, Shijun Tan, Jiafa He, Xiaojie Lin, Lingling Ye, Shengying Chen, Rui Xu, Yan Dai, Qianjun Chen

“…Methods We compared the feasibility and diagnostic efficiency of using a novel procedure to FNA for the assessment of clinically positive nodes in patients with early breast cancer. …”
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