Biological Production of Distinct Carbon Pools Drives Particle Export Efficiency in the Southern Ocean by Yibin Huang, Andrea J. Fassbender

“…Abstract We use observations from the Southern Ocean (SO) biogeochemical profiling float array to quantify the meridional pattern of particle export efficiency (PEeff) during the austral productive season. …”
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Effect of Axial Clearance on Volumetric Efficiency of Non-circular Planetary Gear Hydraulic Motors by Li Xiang, Peng Xianlong

“…Replacing the hydraulic oil in hydraulic motors with the natural water will lead to an increase in the leakage of the wheel train and a decrease in the volumetric efficiency of motors. In order to improve the volumetric efficiency of the non-circular planetary gear hydraulic motors, the influence of axial clearance between the wheel train and the distribution plate on the volumetric efficiency of the motor is quantitatively analyzed. …”
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The impact of digital transformation on innovation efficiency in construction enterprises under the dual carbon background by Huifang Liu, Ruiyuan Cong, Ling Liu, Peng Li, Shenglin Ma

“…Further analysis demonstrated while digital transformation enhanced innovation efficiency, it also ensured the quality of innovation. …”
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A Method to Improve Computational Efficiency of Productivity Evaluation with Rectangular Coalbed Methane Reservoir by Li Chen, Sun Lichun, Sun Hansen, Feng Ruyong, Wang Cunwu, Zhang Fang

“…Computational efficiency is the key factor to be considered in the productivity evaluation of rectangular coalbed methane reservoir. …”
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Spatiotemporal Variation Characteristics of Green Water Resource Consumption and Utilization Efficiency in Jiangxi Province by WU Zhi-ling, TU An-guo, NIE Xiao-fei, MO Ming-hao

“…The Mann-Kendall trend analysis method was then applied to quantitatively evaluate the spatiotemporal trends in green water consumption and utilization efficiency across Jiangxi Province. …”
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Approaches to modulate buffalo gut microbiome for efficient feed utilization and reduced environmental pollution by Vijit Dey, Puran C. Lailer, Tirtha K. Datta

“…Though the hyper ammonia-producing bacteria (HAB) are present inside the rumen (Clostridium aminophilum, Peptostreptococcus anaerobius, and Clostridium sticklandii) in low numbers, the concentration of ammonia (>300 nmol NH3/ mg cell protein/ min) they can produce makes them quantitatively important. Methane is the second major greenhouse gas contributing to climate change. …”
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A Lightweight Semantic- and Graph-Guided Network for Advanced Optical Remote Sensing Image Salient Object Detection by Jie Liu, Jinpeng He, Huaixin Chen, Ruoyu Yang, Ying Huang

“…This module incorporates non-local operations under graph convolution domain to deeply explore high-order relationships between adjacent layers, while utilizing depth-wise separable convolution blocks to significantly reduce computational cost. Extensive quantitative and qualitative experiments demonstrate that the proposed model achieves excellent performance with only 2.70 M parameters and 1.38 G FLOPs, while delivering an impressive inference speed of 108 FPS, striking a balance between efficiency and accuracy to meet practical application needs.…”
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Full-length transcriptome provides insights into the molecular regulation of seed spike number in Agropyron mongolicum by Meiying Guo, Yaqin Wei, Xiqiang Liu, Xintian Huang, Yaling Liu, Yan Zhao

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Deep learning system for the auxiliary diagnosis of thyroid eye disease: evaluation of ocular inflammation, eyelid retraction, and eye movement disorder by Yu Han, Jun Xie, Xiaoyu Li, Xinying Xu, Bin Sun, Han Liu, Chunfang Yan

“…ObjectiveThis study aims to construct a semantic segmentation-based auxiliary diagnostic model for thyroid eye disease (TED) focusing on eyelid retraction, eye movement disorders, ocular inflammation related to Clinical Activity Score (CAS), facilitating rapid and non-invasive diagnosis for suspected TED patients and enhancing the efficiency of treatment and diagnosis.MethodsData were collected from 153 subjects exhibiting symptoms of eyelid retraction, eye movement disorders, and ocular inflammation related to CAS. …”
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New tariff regulation for natural monopolies: what should it be? by I. A. Dolmatov, I. YU. Zolotova, I. V. Maskaev

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A Novel Method to Improve the Efficiency and Performance of Cloud-Based Visual Simultaneous Localization and Mapping by Omar M. Salih, Hussam Rostum, József Vásárhelyi

“…This paper proposes a novel solution to improve the efficiency and performance of exchanging data between the unmanned aerial vehicle (UAV) and the cloud server. …”
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A simple way of improving the Bar–Lev, Bobovitch and Boukai Randomized response model by Tanveer A. Tarray, Housila P. Singh

“… Eichhorn & Hayre (1983) considered a randomized response procedure suitable for estimating the mean response, when the sensitive variable under investigation is quantitative in nature. They have obtained an estimate for the mean of the quantitative response variable under investigation and studied its properties. …”
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Rapid identification method of milk powder from different animals based on Raman spectroscopy by Xinyue Zhang, Qiaoling Yang, Shuqing Gu, Yongai Yu, Xiaojun Deng, Bing Niu, Qin Chen

“…ABSTRACT: This study developed an efficient method for identifying and quantitatively analyzing animal-origin milk powders using Raman spectroscopy combined with chemometrics. …”
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A comprehensive UHPLC-MS/MS and extraction method reveals flavonoid profile and concentration are diverse in spinach (Spinacia oleracea L.) by Michael P. Dzakovich, Elaine A. Le, Alvin L. Tak, Shaji K. Chacko

“…Data generated by either approach were comparable, estimating total flavonoid averages of 75.1 – 170.1 or 93.1 – 187.26 mg/100 g fresh weight for the high-throughput and traditional method, respectively.DiscussionMany estimates generated by our analysis method represent the first quantitative literature reports of these compounds. These experiments indicate that our extraction and analysis method is efficient, robust, and an important tool needed to study the biosynthesis and biological role of spinach flavonoids.…”
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Estimation of the Relative Chlorophyll Content of Pear Leaves Based on Field Spectrometry in Alaer, Xinjiang by Yufen Huang, Zhenqi Fan, Hongxin Wu, Ximeng Zhang, Yanlong Liu

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CSCP-YOLO: A Lightweight and Efficient Algorithm for Real-Time Steel Surface Defect Detection by Chenglong Wang, Heng Wang, Yimin Jiang, Lei Yu, Xueting Wang

“…To accelerate defect detection, the SPPF-DW module efficiently fuses multi-scale defect features through optimized computational pathways. …”
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Determination of High‐Temperature Float Charge Failure Mechanisms in Lithium‐Ion Batteries by Quantifying Active Lithium Loss by Ya‐Lu Han, Hao Wang, Hui‐Fang Di, Jing‐Peng Chen, Zong‐Lin Yi, Li‐Jing Xie, Xiao‐Ming Li, Fang‐Yuan Su, Cheng‐Meng Chen

“…These findings suggest that inhibiting active lithium loss can be an efficient way of delaying failure during high‐temperature float charge processes in LIBs.…”
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Spectroscopic photoacoustic denoising framework using hybrid analytical and data-free learning method by Fangzhou Lin, Shang Gao, Yichuan Tang, Xihan Ma, Ryo Murakami, Ziming Zhang, John D. Obayemi, Winston O. Soboyejo, Haichong K. Zhang

“…SPADE presents a promising solution for preserving the accuracy of quantitative PA imaging in clinical applications where noise reduction and spectral preservation are critical.…”
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Quantitative evaluation of tight gas reservoir classification based on analytic hierarchy process: A case study of Penglaizhen Formation gas reservoir in Xinchang Gas Field by ZHOU Feng,HUANG Shilin,LI Xiaoming,LIAO Kaigui,LI Yong

“…Ultimately, this study offers valuable insights and a methodological framework for the efficient development of similar gas reservoirs.…”
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Visualization and semi-quantitative analysis of dissolution processes at artificial structures in carbonate rocks using optical, 3D micro-scanning and confocal laser scanning micro... by Annette Dietmaier, Justin Mattheis, Daniel Weller, Ingrid Stober, Michael Drews, Thomas Baumann

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