Spatial Network in SQL Databases for Real-Time Multimodal Emergency Routing in Wildland Fires by Mateusz Ilba

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MSFDN: multi-scale spatial-spectral-frequency joint denoising network for hyperspectral images by Kai Ren, Weiwei Sun, Xiangchao Meng, Gang Yang

“…Considering the spatial-spectral distribution characteristics of noisy signals, MSFDN first converts the hyperspectral image into a low-dimensional subspace by constructing a subspace projection network. …”
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Effect of Experimental Blocking on the Suppression of Spatial Dependence Potentially Attributable to Physicochemical Properties of Soils by Aquiles E. Darghan, Giovanni Reyes, Carlos A. Rivera, Edwin F. Grisales

“…One of the basic principles of experimental design is blocking, which is an important factor in the treatment of the systematic spatial variability that can be found in the edaphic properties where agricultural experiments are conducted. …”
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Spatial and temporal variations of trophic state conditions of Lake Bunyonyi, south‑western Uganda by Alex, Saturday, Thomas, J. Lyimo, John, Machiwa, Siajali, Pamba

“…The study was conducted to assess the spatial and temporal variations of the trophic state condition of Lake Bunyonyi between October 2019 and September 2020. …”
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Spatial analysis of plankton distribution in Northern Waters of Aceh: An indicator of marine environmental quality by Octavina Chitra, Maghfirah, Lacroix Geneviève, Suciati Nasah, Fajar Muhammad, Syufi Nurul Hidayatul, Haridhi Haekal Azief, Haditiar Yudi

“…Concurrently, an analysis of environmental parameters, including temperature, salinity, pH, and dissolved oxygen, was conducted. Information on plankton abundance and environmental parameters was then linked to identify their spatial relationships. …”
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SPATIAL CONFLICT, LOCAL POLITICS, AND THE PRESENCE OF ISLAMIC SOCIAL MOVEMENTS; GNPF Ulama in Medan by Faisal Riza, Hasyimsyah Nasution, Katimin Katimin

“…This article is part of a field research conducted by observing and interviewing several movement activists. …”
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Dynamic interactions between spatial change and travel behavior variation in old town fringe by Wenzhu Zhou, Qiao Li, Zhibin Li, Nan Wang, Qi Wang

“…Taking the spatial characteristics and travel behavior data of the Nanjing Old Town Fringe (OTF) area in 2010 and 2015 as an example, we conducted a comparative study for two years. …”
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Rural and regional community stakeholder perspectives on dementia, socio-spatial rights and community participation by Carmela Leone, Rachel Winterton, Irene Blackberry

“…Dementia-friendly communities (DFC) aim to address the socio-spatial exclusion of people living with dementia and carers. …”
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Individual Contribution-Based Spatial-Temporal Attention on Skeleton Sequences for Human Interaction Recognition by Xing Liu, Bo Gao

“…Second, capturing both spatial information from skeleton structures and temporal information from interaction sequences is crucial for discriminative interaction feature representation. …”
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Spatial distribution of nutrients to determine soil fertility in mixed farming based on geostatistical Kriging by Hidayat Arismunandar Katili, Sariani Sariani, Ongky Ongky

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Effects of tobacco intercropping on the Spatial relationship between natural enemies and pests and economic efficiency by Jiazhao Sun, Yuao Ran, Goh Mark, Yabo Jin, Wei Ding

“…The relationship between the numbers of natural enemies and pests under different cropping systems was analyzed using linear regression and partial least squares regression. The spatial relationships between natural enemies and pests were analyzed using Levins’ spatial niche overlap index and generalized additive models. …”
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SCASNet: Spatial Context-Aware Selection Network for Small Object Detection in Aerial Imagery by Zhenkuan Wang, Xue-Mei Dong, Yongli Xu

“…Then, a channel prior multidimensional attention enhancement module is proposed to focus on key information and optimize the extraction of spatial relationships. It leverages multiscale strip convolutions to map spatial relationships and dynamically allocates weights across channel and spatial dimensions. …”
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The Effects of Landmark Salience on Drivers’ Spatial Cognition and Takeover Performance in Autonomous Driving Scenarios by Xianyun Liu, Yongdong Zhou, Yunhong Zhang

“…Two simulator-based experiments were conducted. Experiment 1 examined the impact of landmark salience on spatial cognition tasks, including route re-cruise, scene recognition, and sequence recognition. …”
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Mitigating spatial hallucination in large language models for path planning via prompt engineering by Hongjie Zhang, Hourui Deng, Jie Ou, Chaosheng Feng

“…Our comprehensive experimental evaluation, conducted using closed-source LLMs ChatGPT 3.5, ERNIE-Bot 4.0 and open-source LLM ChatGLM-6B, demonstrates that S2ERS significantly mitigates the spatial hallucination issues in LLMs, and improves the success rate and optimal rate by approximately 29% and 19%, respectively, in comparison to the SOTA CoT methods.…”
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Carbon management in massive electric vehicle temporal and spatial scheduling with automotive electronic forensics by Yongsheng Cao, Yihong Zhang, Caiping Zhao

“…The lower-layer optimization addresses spatial scheduling of EV loads in the distribution grid. …”
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Bayesian geo-additive model to analyze spatial pattern and determinants of maternal mortality in Ethiopia by Yitagesu Eshetu, Tigist Getachew

“…The Bayesian Geo-additive regression model is used to identify the major risk factors and spatial effects (spatial pattern) on maternal death in Ethiopia. …”
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Spatial deciphering of the transcriptomic heterogeneity of tumor spread through air spaces in lung cancer by Wenhao Wang, Wenhao Zhou, Jingli Fan, Tao Jiang, Guang Yang, Congcong Song, Siwei Xu, Haitao Luo, Huining Liu

“…BackgroundSpread through air spaces (STAS) represents a novel invasion mechanism in adenocarcinoma that considerably influences lung cancer clinical outcomes; however, studies of its mechanisms at the spatial level are lacking.MethodsWe used the NanoString GeoMx digital spatial profiling (DSP) technology to conduct a spatial transcriptomic analysis of surgically resected tissues from non-small-cell lung cancer (NSCLC) patients with or without STAS.ResultsCompared with tumor nests in non-STAS patients, HLA-DRB5 and RASGRF1 were significantly less expressed in compartments of STAS, suggesting their inhibitory roles in the occurrence of STAS. …”
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The Spatial Relationship Between Two Sympatric Pheasant Species and Various Human Disturbance Activities by Lanrong Wang, Yuting Lu, Yinfan Cai, Liling Ji, Dapeng Pang, Meisheng Zhou, Yang Cheng, Faguang Pu, Baowei Zhang

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Optimizing Spatial Complexity of the Hard Decision Decoder Based on Hash and Syndrome Decoding (HSDec) by Seddiq El Kasmi Alaoui, Tarik Chanyour, Hamza Faham, Said Nouh

“…In this article, we aim to reduce the spatial complexity of the HSDec decoding algorithm while preserving its error correction capabilities. …”
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Robust UAV Tracking via Information Synergy Fusion and Multi-Dimensional Spatial Perception by Yong Lin, Mingfeng Yin, Yingjie Zhang, Xiaoteng Guo

“…Then, a multi-dimensional spatial perception (MSP) module is constructed to compute global dependencies and spatial dependency information during the tracking phase, which aggregates target feature information from different scales. …”
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