Golden Chip-Free Hardware Trojan Detection Using Attention-Based Non-Local Convolution With Simple Recurrent Unit by Rama Devi Maddineni, Deepak Ch

“…In this approach, a non-local convolutional neural network embedded with an attention module plays a crucial role in efficiently extracting global spatial features from relevant regions. Furthermore, temporal features are extracted using recurrent neural networks such as the simple recurrent unit. …”
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Rice cropping information extraction mapping based on sample knowledge mining using high resolution remote sensing images by YIN Huafeng, SU Cheng, FENG Cunjun, LI Yuqin, HUANG Zhicai, ZHANG Xiaocan

“…The rice fields in high resolution remote sensing images present mixed information constituted by distinct ground objects such as rice, soil, water, weed, duckweed and so on. …”
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Understanding the reliability of citizen science observational data using item response models by Edgar Santos‐Fernandez, Kerrie Mengersen

“…Our approach accommodates spatial autocorrelation within the item difficulties, and provides deeper insights and relevant ecological measures of species and site‐related difficulties, discriminatory power and guessing behaviour. …”
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Auto-BUQ: Uncertainty Quantification for the Boundaries of Segmented Events by Jue Wang, Vinay L. Kashyap, Thomas C. M. Lee, David A. van Dyk, Andreas Zezas

“…We present a new method to estimate the boundary of extended sources in high-energy photon lists and to quantify the uncertainty in the boundary. …”
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Connectivity and community structure of online and register-based social networks by Márton Menyhért, Eszter Bokányi, Rense Corten, Eelke M. Heemskerk, Yuliia Kazmina, Frank W. Takes

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Land use policy and green utilization efficiency in border cities: evidence from northeastern China’s carbon reduction practice by Xuncheng Fan, Lili Zhao

“…This study develops an innovative ’border location‐functional differentiation‐efficiency coupling‘ theoretical framework.MethodsUsing this foundation, we employ regression‐based path analysis and spatial analytical methods to evaluate the relationship between land use policies and green utilization efficiency across fourteen northeastern China border cities from 2010 to 2020.ResultsOur research reveals significant spatial heterogeneity in land use patterns. …”
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Musical neglect training for chronic persistent left hemispatial neglect with right hemiplegia post-stroke: a case report by Yuka Kasuya-Ueba, Yuka Kasuya-Ueba, Koji Maeda

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Ditched and walled enclosures in Prehistoric Iberia (4th-3rd millennia cal. BCE): Like oil and water by Víctor Jiménez-Jáimez, Marcos García-García, Adara López-López, David W. Wheatley

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Forest Fire Detection Based on Enhanced Feature Information Capture and Long-Range Dependency by Wangke Lin, Jun Gao, Jingde Huang

“…To tackle this challenge, we present an enhanced single-stage object detector, that excels at identifying fires, especially in their nascent stages. …”
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Multi-feature fusion and multi-attention deep network for enhancing road extraction in remote sensing images by Haitao Xu, Lin Zhou, Bo Huang, Shiwan Chen

“…Moreover, a difference channel feature fusion module filters out the interfering texture-similar features and irrelevant background features. Subsequently, a spatial channel feature enhancement module is designed to identify the mis-segmented regions and reclassify these pixels. …”
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Intercellular communication between FAP+ fibroblasts and SPP1+ macrophages in prostate cancer via multi-omics by Tingting Wu, Xinyu Li, Fei Zheng, Hanchao Liu, Yang Yu

“…BackgroundProstate cancer (PCa) presents substantial heterogeneity and unpredictability in its progression. …”
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Transdisciplinary approach to accelerate the adoption of hybrid renewable energy systems through sustainable design by Olubayo Babatunde, Olubayo Babatunde, Olubayo Babatunde, Busola Akintayo, Desmond Ighravwe, Desmond Ighravwe, Oludolapo Olanrewaju

“…Also, the study examined how spatial optimization can be used to improve the adoption of HRES. …”
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Optimal region connection: Establishing effective ecological corridors for biodiversity conservation in Yunnan Province, China by Xinyuan Shen, Teimour Rezaei, Boonlue Kachenchart, Phanwimol Tanhan, Rattanawat Chaiyarat

“…In this article, a new framework is introduced that integrates ArcGIS Pro’s optimal region connection tools with the InVEST habitat quality model, Morphological Spatial Pattern Analysis (MSPA), and other ecological parameters. …”
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Vegetation patterning can both impede and trigger critical transitions from savanna to grassland by Jelle van der Voort, Mara Baudena, Ehud Meron, Max Rietkerk, Arjen Doelman

“…While recent advances have clarified many of the underlying processes, how these mechanisms interact to shape ecosystem dynamics under environmental stress is not yet understood. Here, we present and analyse a minimalistic spatially extended model of tree-grass dynamics in dry savannas. …”
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Interfacial Reaction Boosts Thermal Conductance of Room‐Temperature Integrated Semiconductor Interfaces Stable up to 1100 °C by Xiaoyang Ji, Zifeng Huang, Yutaka Ohno, Koji Inoue, Yasusyohi Nagai, Yoshiki Sakaida, Hiroki Uratani, Jinchi Sun, Naoteru Shigekawa, Jianbo Liang, Zhe Cheng

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Efficient Synthesis of High-Active Myoglobin and Hemoglobin by Reconstructing the Mitochondrial Heme Synthetic Pathway in Engineered <i>Saccharomyces cerevisiae</i> by Xiaoyan Sun, Yunpeng Wang, Yijie Wang, Jingwen Zhou, Jianghua Li, Jian Chen, Guocheng Du, Xinrui Zhao

“…In this work, a new heme synthetic pathway was reconstructed in the mitochondria by eliminating the spatial barrier during heme synthesis in <i>Saccharomyces cerevisiae</i>, resulting in a significant enhancement in intracellular heme supply. …”
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Spatiotemporal Trends and Zoning Geospatial Assessment in China’s Offshore Mariculture (2018–2022) by Zewen Mo, Yulin Chen, Xuan Zhang, Zhipan Wang, Qingling Zhang

“…Offshore mariculture is a critical component of China’s aquaculture sector, but its rapid expansion presents significant challenges to sustainable marine resource management. …”
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Magnetotelluric Sampling and Geoelectric Hazard Estimation: Are National‐Scale Surveys Sufficient? by Benjamin S. Murphy, Greg M. Lucas, Jeffrey J. Love, Anna Kelbert, Paul A. Bedrosian, E. Joshua Rigler

“…An underlying assumption in the use of such data is that they adequately sample the spatial heterogeneity of the surface relationship between geomagnetic and geoelectric fields. …”
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How 2D and 3D Built Environment Impact Urban Vitality: Evidence from Overhead-Level to Eye-Level Urban Form Metrics by Yi Peng, Xu Cui, Bingjie Yu, Runze Liu, Hong Li

“…Results show: (1) the urban vitality exhibits significant spatial and temporal difference characteristics; (2) the 3D built environment exerts a greater influence on urban vitality than 2D; (3) taking weekdays for instance, the indicators of green space and road space (e.g., normalized difference vegetation index (−0.092), green view index (−0.104), road density (−0.021), and enclosure (−0.089)) are negatively correlated with urban vitality, while the indicators of building space and mixed function (e.g., building density, floor area ratio, points of interest (POI) mixing degree, and 3D mixing degree) present a positive effect. …”
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Structural Similarity-Guided Siamese U-Net Model for Detecting Changes in Snow Water Equivalent by Karim Malik, Colin Robertson

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