Real-time aerial fire detection on resource-constrained devices using knowledge distillation by Sabina Jangirova, Branislava Jankovic, Waseem Ullah, Latif U. Khan, Mohsen Guizani

“…The fusion of intelligent fire detection with remote sensing improves coverage and mobility, enabling monitoring in remote and challenging areas. …”
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A novel Hadamard matrix based hybrid compressive sensing technique for enhancing energy efficiency and network longevity by Balamurali S, Kathirvelu M, SatheeshKumar Palanisamy, Tagrid Abdullah N. Alshalali

“…While various clustering protocols exist, a critical gap still remains in effectively balancing these limitations, to optimize energy consumption, memory efficiency, data accuracy, and network longevity. …”
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Prostate Intrafraction Translation Margins for Real-Time Monitoring and Correction Strategies by Dale W. Litzenberg, James M. Balter, Scott W. Hadley, Daniel A. Hamstra, Twyla R. Willoughby, Patrick A. Kupelian, Toufik Djemil, Arul Mahadevan, Shirish Jani, Geoffrey Weinstein, Timothy Solberg, Charles Enke, Lisa Levine, Howard M. Sandler

“…Without electromagnetic guidance, margins of over 10 mm are necessary to ensure 95% dosimetric coverage while automated electromagnetic guidance allows the margins necessary for intrafraction translations to be reduced to submillimeter levels. …”
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An Edge-on Regular Disk Galaxy at z = 5.289 by Haojing Yan, Bangzheng Sun, Chenxiaoji Ling

“…Its age is in the range of 330–510 Myr, and it has a mild star formation rate of 10–30 M _⊙ yr ^−1 . While the current spectroscopic data do not allow the derivation of its rotation curve, the width of its H α line from the partial slit coverage on one side of the disk reaches ∼345 km s ^−1 , which suggests that it could have a significant contribution from rotation.…”
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Augmented secretary bird optimization algorithm for wireless sensor network deployment and engineering problem. by Qingwen Meng, Xi Kuang, Zihan Yu, Minghui He, Hanzhi Cui

“…In the engineering problems, ASBOA consistently outperformed competing methods, while in the WSN deployment scenario, it achieved a coverage rate of 88.32%, an improvement of 1.12% over the standard SBOA. …”
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Decoding Cropland Mask Effects on the Explanatory Power of Remote Sensing and Reanalyzed Climate Data on Yield Anomalies in Africa by Wanxue Zhu, Ting Yang, Jundong Wang, Ehsan Eyshi Rezaei

“…Mask configurations with broader crop coverage compensated for the limitations of temporally static masks, while crop type identification enhanced explanatory power when using year‐specific and crop‐specific maps. …”
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Temporal-Spatial Thermal Comfort Across Urban Blocks with Distinct Morphologies in a Hot Summer and Cold Winter Climate: On-Site Investigations in Beijing by Tengfei Zhao, Tong Ma

“…However, existing studies predominantly rely on microclimate numerical simulations, while comparative assessments of OTC from the human thermal perception perspective remain limited. …”
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Does inhabitant’s fertility intention respond to housing status in the urban built environment: evidence from China by Xuefang Zhuang, Qingyin Li, Tian Su, Siying Zhang, Rong Wu, Tianxiang Zheng

“…The results show the following: 1) Housing status is closely related to fertility intention, while housing mortgage and water contamination are negatively affected. 2) The urban built environment, social environment, and individual characteristics affecting fertility intention mainly occur in urbanization rate, green coverage rate in urban built-up areas (GCR), life satisfaction, mental health, age, gender, marital status, political status, and education status. …”
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Selection of experimental animals and modeling methods in developmental dysplasia of the hip research by Yu Rao, Gonzalo Saiz-Gonzalo, Prateeksha Prateeksha, Anmin Wang, Hongxin Shi, Weiguo Wang, Chuan Li

“…Larger species closely resemble human anatomy, while smaller species facilitate cost-effective, high-throughput studies and advanced genetic manipulation. …”
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Utilization of borax and its impact on the income and the livelihood of miners and other stakeholders: A case of Uganda. by James Natweta Baguma, Victoria Mukasa, D K Sekimpi, Daniel Sekabojja, Victoria Nabankema, Kamese Geoffrey, Eva Magambo, John Ssempebwa, Margrethe Smidth

“…<h4>Results</h4>Findings indicate low adoption of borax and limited training coverage on the use of borax. While 80.1% of respondents saved money attained from gold mining activities, only 21.5% had investments. …”
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Glycoproteomic profiling of serum-derived small extracellular vesicles enriched via ultracentrifugation and affinity-based techniques by Mojibola Fowowe, Cristian D. Gutierrez Reyes, Judith Nwaiwu, Joy Solomon, Oluwatosin Daramola, Sherifdeen Onigbinde, Joseph Andrew Whitley, Houjian Cai, Yehia Mechref

“…We show that UC, particularly at higher sample volumes, enables deeper glycoproteomic coverage, whereas MagCapture is advantageous when serum availability is limited. …”
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Detecting small seamounts in multibeam data using convolutional neural networks by Tobias Ziolkowski, Colin W. Devey, Agnes Koschmider

“…Seamounts play a crucial role in marine ecosystems, ocean circulation, and plate tectonics, yet most remain unmapped due to limitations in detection methods. While satellite altimetry provides large-scale coverage, its resolution is insufficient for detecting smaller seamounts, necessitating high-resolution multibeam bathymetry. …”
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Efficiency of the healthcare system and the impact of smoking bans: a DEA analysis of the Guangdong-Hong Kong-Macau Greater Bay Area in Asia by Xiaoyu Wu, Shuyang Wang, Yulong Tang, Jiabi Wang, Jinghua Zhang, Jinghua Zhang

“…These findings provide evidence-based support not only for the GBA and mainland China but also for other regions aiming to achieve UHC while addressing the health challenges of aging populations.…”
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The Aga Khan Development Network’s (AKDN) approach to supply chain carbon foot printing for healthcare providers by Jerome Baddley, Fawzia N. Rasheed

“…At the same time, delivery of global commitments on Universal Health Coverage implies that healthcare provision in low and middle-income countries (LMICs) must grow more rapidly than anywhere else in the word.There has been little or no access to appropriate, comprehensive but affordable support to enable operations in LMICs to calculate full Scope 1,2 and 3 footprints. …”
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T-cell responses to highly conserved SARS-CoV-2 epitopes in Hispanic Americans receiving an mRNA COVID-19 vaccine by Kirk Haltaufderhyde, Andres H. Gutiérrez, Mitchell McAllister, Christine M. Boyle, Leonard Moise, William Martin, Anne S. De Groot

“…The addition of one new peptide to the vaccine design reestablished broad T cell epitope coverage. These findings underscore the importance of identifying highly conserved T cell epitopes for vaccine designs that target rapidly-mutating strains of emergent pathogens, while also documenting broad memory T cell response to the vaccine in a predominantly Hispanic American cohort.…”
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Multitemporal Spatial Analysis for Monitoring and Classification of Coal Mining and Reclamation Using Satellite Imagery by Koni D. Prasetya, Fuan Tsai

“…The proposed method provides a practical solution for detecting and monitoring open-pit coal mines while leveraging freely available data for consistent long-term observation. …”
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Innovation in Comprehensive Transportation Network Planning in the Context of National Spatial Development: Institutional Constraints and Policy Responses by Huanyu Yang, Wei Huang, Dong Yang, Ying Jiang

“…., ecological sensitivity veto power) can reduce planning conflicts effectively, while adaptive governance models enhance land use efficiency and stakeholder collaboration. …”
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UAV Path Optimization for WSN in Smart Agriculture by Katia Karam, Ali Mansour, Mohamad Khaldi, Benoit Clement, Mohammad Ammad-Uddin

“…Many existing studies oversimplify this problem by considering some of these constraints while neglecting others, leading to suboptimal solutions. …”
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Net Errors and Omissions Account Overview: Analysis of Selected Countries (1980-2018) by Suna Şahin

“…Timing gaps, insufficient coverage, or methodological issues can cause imbalances. …”
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