Inversion of Leaf Chlorophyll Content in Different Growth Periods of Maize Based on Multi-Source Data from “Sky–Space–Ground” by Wu Nile, Su Rina, Na Mula, Cha Ersi, Yulong Bao, Jiquan Zhang, Zhijun Tong, Xingpeng Liu, Chunli Zhao

“…This study proposes an improved method based on multi-source data, combining the Sentinel-2A spectral response function (SRF) and computer algorithms, to overcome the limitations of traditional methods. …”
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A Cost-Effective and High-Efficiency Novel 15-Level Hybrid MLI Topology for Renewable Energy Systems by Murat Karakılıç, Hasan Hataş

“…In this paper, a new hybrid model for single DC source multilevel inverters (MLIs) is proposed. The proposed switched diode (SD) and high frequency link (HFL) hybrid structure utilizes a single DC source voltage and supplies multiple DC voltages to the PUC circuit. …”
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Human Mesenchymal Stromal Cells from Different Sources Diverge in Their Expression of Cell Surface Proteins and Display Distinct Differentiation Patterns by Kourosch C. Elahi, Gerd Klein, Meltem Avci-Adali, Karl D. Sievert, Sheila MacNeil, Wilhelm K. Aicher

“…We therefore briefly discuss differences found in subsets of human bmMSCs and in MSCs isolated from some other sources and touch upon how this could be utilized for cell-based therapies.…”
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“streetscape” package in R: A reproducible method for analyzing open-source street view datasets and facilitating research for urban analytics by Xiaohao Yang, Mark Lindquist, Derek Van Berkel

“…Mapillary, a platform for volunteered street view imagery, has emerged as a promising alternative to Google Street View, offering greater accessibility. Nonetheless, the utility of this open-source database can be limited by the current Mapillary Application Programming Interface (API), which only partially meets the needs of urban analytics research. …”
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From rockfall source area identification to susceptibility zonation: a proposed workflow tested on El Hierro (Canary Islands, Spain) by R. Sarro, M. Rossi, P. Reichenbach, R. M. Mateos

“…The source area maps obtained from the three methods are utilized as inputs for a rockfall runout model (STONE) to derive rockfall trajectory count maps. …”
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Healthcare resource utilization burden associated with cognitive impairments identified through natural language processing among patients with schizophrenia in the United States by Jerome Vaccaro, Mona Nili, Pin Xiang, James K. Nelson, Cory Pack, Randall Thompson, Joe Vasey, Joseph Parks

“…Abstract While cognitive impairments in schizophrenia are well documented in research, their identification and impact in clinical practice remain less well understood, despite their association with high patient burden and impact on long-term functional outcomes. In this study we aimed to identify documented cognitive impairments using natural language processing (NLP) and to characterize treatment patterns and healthcare resource utilization (HCRU) among patients with schizophrenia. …”
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Microgrid Energy Management Considering Energy Storage Degradation Cost by Yiming Zhao, Hongrui Li, Changsheng Wan, Dong Du, Bo Chen

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Short-term changes of soil microbial functional diversity induced by mineral and organic fertilizers by Dumitrița Dascălu, Bogdan Onica, Vlad Stoian, Bianca Dumea, Valentina Stoian, Roxana Vidican

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Uso de Métodos Monte Carlo na Modelagem de Fontes Radioativas Naturais by Gutemberg Luiz Sales Claudino, José Vieira, Viriato Leal Neto, Fernando Lima, José Santos

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EFFECTIVE UTILIZATION OF INFORMATION SYSTEMS IN A GAS-TRANSPORT INFRASTRUCTURE OF REPUBLIC UZBEKISTAN by Omonilla S. Umarov

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Advanced Distribution System Optimization: Utilizing Flexible Power Buses and Network Reconfiguration by Jesus Clavijo-Camacho, Francisco J. Ruiz-Rodríguez, Reyes Sánchez-Herrera, Alvaro C. Alamo

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Reduction in Healthcare Resource Utilization Following Treatment With a Home-Based Footworn Device in Patients With Knee Osteoarthritis: A Retrospective Claims Analysis by Josh Mark, Shirley Shema-Shiratzky, Joel Sommer, Tim Nolan, Ganit Segal

“… # Objective This study looked at the healthcare resource utilization (HCRU) in patients with knee OA and low back pain before and after the utilization of a new, home-based, noninvasive, biomechanical intervention…”
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Isolation, structural characterization and molecular docking of β-sitosterol from Trewia polycarpa root bark: a potential source of bioactive compounds by Md. Jahirul Islam, Hayatullah, Md. Ataur Rahman, Nusrat Jahan, Md. Golam Mostafa, Bakul Akter, Md. Ripaj Uddin

“…The 1H-NMR spectrum confirmed the presence of functional groups such as hydroxyl (-OH), methyl (-CH3), methylene (-CH2), and methine (-CH) groups, with notable singlets at δ 0.71 and 1.03 ppm and an olefinic proton triplet at δ 5.37 ppm. …”
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In Vitro Screening, Domestication and Identification of Lipid-lowering Functional Lactic Acid Bacteria by Xiaochen SUN, Xiaoqian ZHANG, Lingyu LI, Yu ZHANG, Xiaoli LIU, Ying WANG

“…Objective: In order to screen Lactobacillus species with lipid-lowering function, 310 strains of the lactic acid bacteria were obtained from the source of traditional fermented foods. …”
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Difference analysis in the content of the total phenols, flavonoid, and anthocyanin of 149 accessions of hawthorn gremplasm resources by ZHAO Baipeng, CUI Mingqi, SUN Xinyu, WANG Yu, WANG Xiangxu, LIU Yuexue, ZHANG Xiao

“…This study aimed to offer a basis for the selection of new varieties of hawthorn, and improve the utilization of these resources in the development of functional foods and other areas. …”
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Exploring the Relationship between Spatiotemporal Distribution of Urban Vibrancy and Neighborhood Attributes by Coupling Multi-Source Data: A Case of Nanshan District in Shenzhen by Liu Feng, Tang Zhong, Zhang Liang, Yu Lingmin, Liu Ke

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Improved Clamped Z-Source Converter with Optimized Maximum Power Point Tracker for Hybrid Renewable Energy Systems Based Energy Management System by Saranya M., Giftson S. G.

“…On comparing with conventional Z-source converters, a novel improved clamped Z-source converter, which is utilized in this work has high efficiency with low THD and it has the capacity to protect electrical circuits against damage caused by short circuits, overcurrent and overvoltage. …”
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Functional characterization of O-methyltransferases involved in biosynthesis of flavonoids in dwarf banana Musella lasiocarpa by Long Huang, Pirui Li, Junzhi Wu, Boya Feng, Mei Tian, Shu Xu, Wei Lyu, Xu Feng, Wanli Zhao, Yu Chen

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The Mechanism of Street Spatial Form on Thermal Comfort from Urban Morphology and Human-Centered Perspectives: A Study Based on Multi-Source Data by Fei Guo, Mingxuan Luo, Chenxi Zhang, Jun Cai, Xiang Zhang, Hongchi Zhang, Jing Dong

“…The influence of street spatial form on thermal comfort from urban morphology and human-centered perspectives has been underexplored. This study, utilizing multi-source data and focusing on urban central districts, establishes a refined index system for street spatial form and a thermal comfort prediction model based on extreme gradient boosting (XGBoost) and Shapley additive explanations (SHAP). …”
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High-throughput method for improving rice AGB estimation based on UAV multi-source remote sensing image feature fusion and ensemble learning by Jinpeng Li, Jinpeng Li, Jinxuan Li, Jinxuan Li, Dongxue Zhao, Dongxue Zhao, Qiang Cao, Qiang Cao, Fenghua Yu, Fenghua Yu, Fenghua Yu, Yingli Cao, Yingli Cao, Yingli Cao, Shuai Feng, Shuai Feng, Shuai Feng, Tongyu Xu, Tongyu Xu, Tongyu Xu

“…Therefore, this study utilizes UAV-acquired RGB and multi-spectral (MS) images during several critical rice stages to explore the potential of multi-source data fusion for accurately and cost-effectively estimating rice AGB.MethodsHigh-frequency texture features were extracted from RGB images using discrete wavelet transform (DWT), while low-order color moments in RGB and Lab color spaces were calculated. …”
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