Long-Term Hourly Ozone Forecasting via Time–Frequency Analysis of ICEEMDAN-Decomposed Components: A 36-Hour Forecast for a Site in Beijing by Taotao Lv, Yulu Yi, Zhuowen Zheng, Jie Yang, Siwei Li

“…However, few studies have been able to reliably provide long-term hourly ozone forecasts due to the complexity of ozone’s diurnal variations. To address this issue, this study constructs a hybrid prediction model integrating improved complete ensemble empirical mode decomposition with adaptive noise (ICEEMDAN), bi-directional long short-term memory neural network (BiLSTM), and the persistence model to forecast the hourly ozone concentrations for the next continuous 36 h. …”
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The Decisive Influence of the Improved Remote Sensing Ecological Index on the Terrestrial Ecosystem in Typical Arid Areas of China by Long Guo, Chao Xu, Hongqi Wu, Mingjie Shi, Yanmin Fan

“…The methodology includes time series analysis, spatial distribution analysis, and statistical evaluations using the difference method, coefficient of variation, and the Hurst index. …”
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New insights into the first cervical vertebrae of Otavipithecus and Nacholapithecus by Amélie Beaudet, Yasuhiro Kikuchi, Fredrick Kyalo Manthi, Emmanuel Ndiema, Dominic Stratford, Bernhard Zipfel

“…In addition to standard linear measurements, the morphology of GSN BA 104’91 and KNM-BG 35250BE was investigated by landmark-based geometric morphometric (GM) method and statistical analyses. The dimensions of the Miocene specimens fall within, or closely approximate to, the range of variation of Pan and Hylobates. …”
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Cerium Oxide Decorated Graphene Nanolayers Filled Polyvinylidene Fluoride Nanofibers as Optical Piezoelectric Sensors by Nour Bader, Swathi Yempally, Firas Al‐Ashker, Maryam Al‐Ejji, Deepalekshmi Ponnamma

“…As a strain gauge, the sensor detected variations in fiber length caused by mechanical deformation. …”
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Thermal Optimization Design for a Small Flat-Panel Synthetic Aperture Radar Satellite by Tian Bai, Yuanbo Zhang, Lin Kong, Hongrui Ao, Jisong Yu, Lei Zhang

“…The thermal control method of the antenna is closely integrated with structural design, simplifying the thermal design and its assembly process, reducing the resource consumption of thermal control systems. …”
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Ultra-Local Model-Based Adaptive Enhanced Model-Free Control for PMSM Speed Regulation by Chunlei Hua, Difen Shi, Xi Chen, Guangfa Gao

“…Compared with a conventional MFSC, the proposed method eliminated steady-state errors, reduced the speed overshoot, and achieved faster settling with improved disturbance rejection. …”
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YO-AFD: an improved YOLOv8-based deep learning approach for rapid and accurate apple flower detection by Dandan Wang, Dandan Wang, Huaibo Song, Huaibo Song, Huaibo Song, Bo Wang

“…However, challenges such as variable lighting conditions, complex growth environments, occlusion of apple flowers, clustered flowers and significant morphological variations, impede precise detection. To overcome these challenges, an improved YO-AFD method based on YOLOv8 for apple flower detection was proposed. …”
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Predicting steady degradation in ship power system: A deep learning approach based on comprehensive monitoring parameters by Xingshan Chang, Xiaojian Xu, Bohua Qiu, Muheng Wei, Xinping Yan, Jie Liu

“…Addressing the challenge of predicting the SD process, this study introduces the YC2Model, a system‐level predictive method that integrates encoding time slice data to images (ETSD2I) with a convolutional neural network and Transformer. …”
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Real-Time Estimation of the State of Charge of Lithium Batteries Under a Wide Temperature Range by Da Li, Lu Liu, Chuanxu Yue, Xiaojin Gao, Yunhai Zhu

“…To enhance the accuracy of <i>SOC</i> estimation in lithium-ion batteries, we propose a joint estimation method that integrates lithium-ion battery parameter identification and <i>SOC</i> assessment using cat swarm optimization dual Kalman filtering (CSO–DKF), which accounts for variable-temperature conditions. …”
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Automated Production of Medium Spatial Resolution Soil Moisture Remote Sensing Products Based on Google Earth Engine by Zhaoxu Zhang, Guanyu Qian, Lei Qian, Sijia Du, Yuanheng Sun, Wei Xu

“…Additionally, the spatial variations in soil moisture correlated positively with precipitation and evapotranspiration. …”
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Application of Unmanned Aerial Vehicle Observation for Estimating City-Scale Anthropogenic CO₂ Emissions: A Case Study in Chengdu, Southwestern China by Xingyu Xiang, Kuang Xiao, Xing Wang, Xi Wang, Xin Zheng, Xiaodie Kong, Li Zhou, Guangming Shi, Fumo Yang

“…This study explores the applicability of a cost-effective unmanned aerial vehicle (UAV)-based mass balance method for independent urban-scale emission assessments. …”
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Metabolomic Insights into Sexual Multi-Morphism of Sinomenine Accumulation in <i>Sinomenium acutum</i> by Yanxian Luo, Wen Xu, Yanling Fan, Xinyu Ma, Qian Deng, Meng Li, Wei Sun

“…In total, 1213 metabolites were identified, and most of them vary in the roots but not in the leaves among the different genders. Integrated correlation analysis on the DAMs (differentially accumulated metabolites) enriched in the isoquinoline alkaloid biosynthesis pathway suggests coclaurine as an intermediate determining gender-dependent sinomenine variation. …”
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Analysis of Higher Dimensional Converter Using Graphical Approach by J. Divya Navamani, K. Boopathi, M. Jagabar Sathik, A. Lavanya, Kitmo, Pradeep Vishnuram

“…Additionally, the pole clustering method minimizes the converter&#x2019;s order. The impact of parameter variation with the pole-zero location is discussed elaborately. …”
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Real‐Time Hot‐Rolled Coil Placement Recommendation System with Data‐Driven Model by Chihun Lee, Da Seul Shin, Youn Hee Kang, Kanghyouk Choi, Dong Yong Park, Junsuk Rho

“…In this study, we used simplified heat transfer models based on the finite element method (FEM) to generate realistic simulation data. …”
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An Investigation of the Evolution of Heliosheath Energetics Using a Pressure Enhancement Event Observed by IBEX by Nehpreet K. Walia, Daniel B. Reisenfeld, Lauren J. Beesley, Paul H. Janzen, Thomas K. Kim, Asher S. Merrill, Sung Jun Noh, Dave Osthus, Eric J. Zirnstein

“…During solar cycle 24, an increase in the solar wind (SW) dynamic pressure in late 2014 caused a sharp increase in the heliospheric energetic neutral atom (ENA) flux that was seen by the Interstellar Boundary Explorer (IBEX) at 1 au in late 2016. We study the variation of the ENA energy spectra and temperature in the heliosheath (HS) and compare it with the changes in line-of-sight-integrated ENA pressure, SW number density, speed, and SW dynamic pressure to understand the detailed physics of the energetic evolution of the HS. …”
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PEYOLO a perception efficient network for multiscale surface defects detection by Xun Li, Yuzhen Zhao, Xiangke Jiao, Qingzhe Meng, Zhun Guo, Ruijuan Yao, Yaqiao Yang, Baoxi Yuan

“…Finally, we propose the Receptive Field Extension Module (RFEM) to strengthen the backbone network’s ability to capture global features and address extreme aspect ratio variations. These three modules can be seamlessly integrated into the YOLO framework. …”
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Infectious Diseases and the Use of Antimicrobials on Space Missions by Alice R. C. e Castro-Costa, Rodrigo Siqueira-Batista, Fabíola A. Alcântara, Thaís Russomano, Marlise A. Santos, Isadora de C. e Silva, Oswaldo M. Del Cima

“…Objective: To review studies on the use of antimicrobials in space to provide up-to-date information on the treatment of infectious diseases and contribute to the safety and well-being of astronauts on space voyages. Method: Integrative literature review, using DeCS (https://decs.bvsalud.org/) and PubMed (https://pubmed.ncbi.nlm.nih.gov/). …”
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Effect of Mannoprotein-Producing Yeast on Viscosity and Mouthfeel of Red Wine by Emerson Núñez, Josefina Vidal, Matías Chávez, Edmundo Bordeu, Fernando Osorio, Sebastián Vargas, Elba Hormazábal, Natalia Brossard

“…The methodology encompasses a comprehensive mannose extraction method, rheological measurements, and sensory Rate-All-That-Apply evaluations, all of which are integrated into a Principal Component Analysis. …”
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Enhancing the anti-tarnish and mechanical properties of gold-coated silver sheets for decorative applications using TiO2 film protection by Sarocha Khanwaeo, Pisan Srirach, Pichet Limsuwan, Aparporn Sakulkalavek, Rachsak Sakdanuphab

“…This study explores an innovative method to enhance the anti-tarnish and mechanical properties of gold-coated silver sheets, targeting decorative applications through the TiO2 film coatings. …”
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Remote sensing assessment of carbon balance vis-a-vis energy-related emissions and vegetation sequestration in a typical arid region of China from 2001 to 2020 by Xin He, Fei Zhang, Ting Zhou, Chi Yung Jim, Xu Ma, Boyu Wang, Mou Leong Tan, Lifei Wei, Yuxin Zhang, Xuan Zhang

“…Meanwhile, NDVI, land use, and meteorological data were integrated into the CASA model to accurately estimate the variations in vegetation carbon sequestration. …”
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