A framework for continual learning in real-time traffic forecasting utilizing spatial–temporal graph convolutional recurrent networks by Mariam Labib Francies, Abeer Twakol Khalil, Hanan M. Amer, Mohamed Maher Ata

“…To address these challenges, this research presents an innovative framework known as the Continual Learning-based Spatial–Temporal Graph Convolutional Recurrent Neural Network (STGNN-CL) for persistent and accurate long-term traffic flow prediction. …”
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Comparison of stochastic and deterministic models for gambiense sleeping sickness at different spatial scales: A health area analysis in the DRC. by Christopher N Davis, Ronald E Crump, Samuel A Sutherland, Simon E F Spencer, Alice Corbella, Shampa Chansy, Junior Lebuki, Erick Mwamba Miaka, Kat S Rock

“…The analysis focuses on utilising a particle filter Markov chain Monte Carlo (MCMC) methodology to fit the model to the data from 16 health areas of Mosango health zone in Kwilu province as a case study. The spatial heterogeneity in cases is reflected in modelling results, where we predict that under the current intervention strategies, the health area of Kinzamba II, which has approximately one third of the health zone's cases, will have the latest expected year for EoT. …”
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Impact of Overweight on Spatial–Temporal Gait Parameters During Obstacle Crossing in Young Adults: A Cross-Sectional Study by Matthias Chardon, Fabio Augusto Barbieri, Clint Hansen, Pascal Petit, Nicolas Vuillerme

“…<b>Background</b>: Overweight may present an additional challenge when crossing obstacles. …”
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Integrative Framework for Decoding Spatial and Temporal Drivers of Land Use Change in Malaysia: Strategic Insights for Sustainable Land Management by Guanqiong Ye, Kehao Chen, Yiqun Yang, Shanshan Liang, Wenjia Hu, Liuyue He

“…This study presents a novel analytical framework to examine the spatial variations and complexities of LUCC, specifically addressing the spatiotemporal patterns, driving factors, and pathways of LUCC in Malaysia from 2010 to 2020. …”
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The impact of spatial placement on valence judgments of images: a comparative analysis between right-handed and left-handed individuals by Maisto Marta, Actis-Grosso Rossana

“…However, limited research has explored how spatial stimuli affect explicit valence judgments without motor responses. …”
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Spatial distribution characteristics and risk assessment of soil heavy metals in wine-making vineyard in Jiayuguan City, Gansu Province by YANG Bo, ZHANG Bo, YAN Peijie, WANG Yingjie, WU Juandi, ZHANG Yu, HAN Shunyu

“…According to the analysis of the spatial distribution characteristics of metal elements, it was found that the content of each element (except Cd) presented a certain spatial distribution law. …”
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Spatial and Temporal Variability Management for All Farmers: A Cell-Size Approach to Enhance Coffee Yields and Optimize Inputs by Eudocio Rafael Otavio da Silva, Thiago Lima da Silva, Marcelo Chan Fu Wei, Ricardo Augusto de Souza, José Paulo Molin

“…This approach optimized the recommendation of potassium and phosphate fertilizers on farms, demonstrating that localized management is feasible even with low spatial resolution. The cell-size approach proved to be adequate on two coffee farms and can be applied in scenarios with limited resources for high-density sampling, especially for small- and medium-sized farms.…”
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Improving the Spatial Resolution of Thermal Images by using SFIM and T-Sharp-Dis-Trade Techniques to Investigate Land Surface Temperature by Sajad Zareie, Mostafa Kabolizadeh, Fatemeh Navarbaf

“…However, one of the main problems in this field is the low spatial resolution of thermal images. This research aims to evaluate and select the best existing algorithm for achieving a high spatial resolution of thermal images to investigate and analyze changes in land surface temperature in Region 4 of Ahvaz. …”
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Research on the Spatial Network Connection Characteristics and Influencing Factors of Chengdu–Chongqing Urban Agglomeration from the Perspective of Flow Space by Yangguang Hao, Zhongwei Shen, Jiexi Ma, Jiawei Li, Mengqian Yang

“…Urban Agglomerations (UAs), as the primary form of China’s new urbanization and an essential spatial unit for promoting coordinated regional development, play a crucial role in measuring the sustainable and healthy development of urban clusters through the assessment of spatial network connections among cities within the UAs. …”
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Spatial analysis of drought severity, duration and frequency using different drought indices (Case study: Fars Province, Iran) by Mona Massoudi, Massoud Goodarzi, Abolfazl Moeini, Baharak Motamedvaziri

“…The present drought is a phenomenon that can occur in any climate, hence, due to its creeping and mysterious nature, economic losses, social effects as well as crises in agricultural, natural resources and ecosystems, its study is of great importance. …”
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Implications for Paleontological Heritage Conservation: The Spatial Distribution and Potential Factors Controlling the Location of Fossil Sites of Shandong Province in China by Ying Guo, Yu Sun, Xiaoying Han, Yan Zhao, Song Zhou, Yachun Zhou, Tian He, Yingming Yang

“…The operational procedure presented here is a simple, objective, applicable method that can enhance our understanding of the spatial distribution patterns and influencing factors of the discovered fossil sites of Shandong Province and support more effective and appropriate planning for paleontological heritage conservation.…”
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Multi-environment trials data analysis: linear mixed model-based approaches using spatial and factor analytic models by Tarekegn Argaw, Berhanu Amsalu Fenta, Habtemariam Zegeye, Girum Azmach, Assefa Funga

“…Spatial analysis detected significant local, global, and extraneous spatial variations, with positive spatial correlations. …”
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Assessment and economic evaluation of delineation of agricultural groundwater potential zones using geo-spatial and multi-influencing factor techniques by Yu Jie, Niamat Ullah, Aqil Tariq, Sanaullah Panezai, M. Abdullah-Al-Wadud, Sajid Ullah

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Dynamic Insights: Unraveling Public Demand Evolution in Health Emergencies Through Integrated Language Models and Spatial-Temporal Analysis by Zhang Y, Fu L, Guo X, Li M

“…Therefore, the government must promptly grasp and leverage public demands information to enhance the effectiveness and efficiency of health emergency management, that is planned to better deal with the outbreak and meet the medical demands of the public.Methods: This study employs dynamic topic mining and knowledge graph construction to analyze public demands, presenting a spatial-temporal evolution analysis method for emergencies based on EBU models. …”
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Monte carlo simulation for evaluating spatial dynamics of toxic metals and potential health hazards in sebou basin surface water by Hatim Sanad, Rachid Moussadek, Latifa Mouhir, Majda Oueld Lhaj, Houria Dakak, Khadija Manhou, Abdelmjid Zouahri

“…The results demonstrated notable spatial variability, with the northwestern, southwestern, and western parts of the Sebou Basin showing higher contamination levels. …”
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Where did people die from cardiovascular disease? Spatial inequalities in cardiovascular mortality in Belgium between 1890 and 2011 by Lise Bevernaegie, Isabelle Devos, Sylvie Gadeyne

“…Despite these finding, analyses of long-term trends at the municipal level are lacking, as most CVD studies on spatial inequality in Belgium have focussed on larger spatial units such as provinces and districts, obscuring local disparities and hotspots. …”
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Navigating Flooding Challenges in Historical Urban Contexts: Integrating Nature-Based Solutions with Spatial Multi-Criteria Assessments in Quanzhou by Mo Wang, Jiayu Zhao, Jin Su, Rana Muhammad Adnan Ikram, Manling Yang

“…Urban flooding presents acute challenges in heritage cities, where dense populations and valuable cultural assets coexist. …”
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Aspect controls on the spatial redistribution of snow water equivalence through the lateral flow of liquid water in a subalpine catchment by K. L. Mooney, K. L. Mooney, R. W. Webb

“…These differences in snowmelt dynamics are based primarily on aspect, providing important processes to consider for spatially and temporally extensive SWE measurements moving forward.…”
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AI-powered simulation-based inference of a genuinely spatial-stochastic gene regulation model of early mouse embryogenesis. by Michael Alexander Ramirez Sierra, Thomas R Sokolowski

“…Understanding how multicellular organisms reliably orchestrate cell-fate decisions is a central challenge in developmental biology, particularly in early mammalian development, where tissue-level differentiation arises from seemingly cell-autonomous mechanisms. In this study, we present a multi-scale, spatial-stochastic simulation framework for mouse embryogenesis, focusing on inner cell mass (ICM) differentiation into epiblast (EPI) and primitive endoderm (PRE) at the blastocyst stage. …”
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The Optimization Design of Sub-Regions Scanning and Vibration Analysis for Beaconless Spatial Acquisition in the Inter-Satellite Laser Communication System by Yunjie Teng, Min Zhang, Shoufeng Tong

“…We mainly report an efficient approach to optimize the design of beaconless spatial laser acquisition. In order to analyze the influence of vibration environment on the beaconless spatial acquisition, a demonstration of an efficient method will be presented to simulate the level of satellite platform vibration. …”
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