A cartographic generalization method for 3D visualization of trajectories in space–time cubes: case study of epidemic spread by Fei Yang, Jie Shen, Fengzhen Zhu, Junrui Zhang

“…We take the spread trajectories of infectious diseases as our research subject, due to their characteristic spatiotemporal patterns, and employ a space–time cube as the visualization tool. …”
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Characteristics of the spatiotemporal differences in snowmelt phenology in the Northern Hemisphere by Xiaoyu Li, Haoming Fan

“…Snowmelt rates exhibit marked spatial heterogeneity: latitude-dependent dynamics peak in temperate-subarctic transition zones (55°-65°N), altitude-driven rates decline below 2800 m but rebound above 3400 m, and longitudinal patterns highlight higher rates in high-longitude regions. …”
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Methodology for Human–Robot Collaborative Assembly Based on Human Skill Imitation and Learning by Yixuan Zhou, Naisheng Tang, Ziyi Li, Hanlei Sun

“…Specifically, to manage the dynamic variation in muscle coordination patterns induced by joint angle changes, a temporal graph neural network enhanced with an Angle-Guided Attention mechanism is developed. …”
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Non-Invasive Micro-Test Technology in Plant Physiology Under Abiotic Stress: From Mechanism to Application by Tianpeng Zhang, Peipei Yin, Xinghong Yang, Yunqi Liu, Ruirui Xu

“…NMT enhances our understanding of the spatiotemporal patterns governing plant–environment interactions, providing deeper insights into the molecular mechanism of abiotic stress resilience.…”
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The impact of team quality, match outcomes, and match location on pitch-passing networks by Kongyun Huang, Changjing Zhou, Bo Gong, Xudong Yang, Javier M. Buldú, Miguel Ángel Gómez Ruano

“…Consequently, these findings demonstrate the systematic influences of situational factors on spatial passing patterns, providing empirical evidence for tactical adaptation. …”
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Modeling Riding and Stopping Behaviors at Motorcycle Box Intersections: A Case Study in Chiang Mai City, Thailand by Wachira Wichitphongsa, Nopadon Kronprasert, Moe Sandi Zaw, Pongthep Pisetsit, Thaned Satiennam

“…This research aims to evaluate the traffic performance of motorcycle boxes with respect to motorcycle departure times, headway intervals, lane-filtering rates, and vehicle movement patterns at 12 signalized urban intersections in Chiang Mai, Thailand. …”
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Temperature and precipitation affect the water fetching time burden in Sub-Saharan Africa by Abigail Harvey Paulos, David A. Carroll, Julie Powers, Jake Campolo, Daehyun Daniel Kim, Avery Cohn, Amy J. Pickering

“…Climate change is predicted to alter precipitation and temperature patterns in SSA, which could impact household water access. …”
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Global spatio-temporal ERA5 precipitation downscaling to km and sub-hourly scale using generative AI by Luca Glawion, Julius Polz, Harald Kunstmann, Benjamin Fersch, Christian Chwala

“…Abstract The spatial and temporal distribution of precipitation significantly impacts human lives. …”
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A Deep Learning Approach for Multiclass Attack Classification in IoT and IIoT Networks Using Convolutional Neural Networks by Ali Abdi Seyedkolaei, Fatemeh Mahmoudi, José García

“…In this study, we propose a novel intrusion detection approach based on convolutional neural networks (CNNs), designed to automatically extract spatial patterns from network traffic data. Leveraging the DNN-EdgeIIoT dataset, which includes a wide range of attack types and traffic scenarios, we conduct comprehensive experiments to compare the CNN-based model against traditional machine learning techniques, including decision trees, random forests, support vector machines, and K-nearest neighbors. …”
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Clinical and Epidemiological Characteristics of Infections Associated with Surgery and Treatment of Oncological Diseases by G. G. Badamshina, V. B. Ziatdinov, L. M. Fatkhutdinova, G. M. Тrukhina, B. A. Bakirov, A. V. Tutelian, G. Sh. Isaeva

“…This paper presents a study of patterns of the emergence and spread of nosocomial infections.This study aims to examine the clinical and epidemiological characteristics of infections associated with surgery and the treatment of oncological diseases registered in the population of the city of Kazan.Materials and methods. …”
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Hypertension in AP Vojvodina (Northern Serbia): A spatio-temporal analysis of patients at the Institute for Cardiovascular Diseases of Vojvodina by Kričković Emina, Lukić Tin, Kričković Zoran, Stojšić-Milosavljević Anastazija

“…The Emerging HSA detected 19 clusters classified as “Consecutive Hot Spots” among 316 analysed clusters, with no discernible patterns observed in the remaining clusters. To compare the findings and results from these two analyses, the Kriging method was applied to the z-values of trends from both analyses. …”
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Phylogenomic and mitogenomic data can accelerate inventorying of tropical beetles during the current biodiversity crisis by Michal Motyka, Dominik Kusy, Matej Bocek, Renata Bilkova, Ladislav Bocak

“…Conservation efforts must be evidence-based, so rapid and economically feasible methods should be used to quantify diversity and distribution patterns. We have attempted to overcome current impediments to the gathering of biodiversity data by using integrative phylogenomic and three mtDNA fragment analyses. …”
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Study on the Influence of Strip-Shaped Urban Rail Transit Stations on Urban Vitality Distribution Based on Point of Interest Data by Yuchen Wu, Min’an Yang, Xin Li, Xu Wei, Yongsheng Qian

“…This study enhances our understanding of how urban rail transit impacts urban vitality within belt-shaped cities while elucidating its positive role in shaping development patterns unique to such areas. It clarifies the relationship between changes in urban vitality and spatial configuration, thereby providing valuable insights for urban planners and decision-makers. …”
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Spatiotemporal wind speed forecasting using conditional local convolution and multidimensional meteorology features by Meng Wang, Juanle Wang, Mingming Yu, Fei Yang

“…Our model consistently achieves lower Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE) values across various prediction intervals (3, 6, 9, and 12 h) compared to other models, supported by the meteorological station data from 2019 to 2021. Furthermore, the spatial distribution of the local convolution weights aligns with local wind velocity patterns in Inner Mongolia, enhancing model interpretability. …”
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An approach to using stranding data to monitor cetacean population trends and guide conservation strategies by Rachel L. Lennon, Rosie S. Williams, Kathryn J. Allan, Mariel T.I. ten Doeschate, Nicholas J. Davison, Simon A. Babayan, Andrew C. Brownlow

“…Distinct seasonal and spatial trends were detected, with harbour porpoises predominantly stranding on the east coast and other groups clustering to Scotland’s west coast. …”
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The Effects of Climate Change on Human Behavior and Stress by Mitra Sadat Fathifard, Fateme Javid, Abbas Rahdan

“…The phenomenon has led to an increase in surface temperature, sudden weather events, and alterations in precipitation patterns. These changes pose new challenges in public health, food safety, and economic stability across various regions. …”
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Urbanization as the main cause of ecological environment deterioration in cross-border coastal zones of northeast Asia by Pei Tao, Menglin Pei, Xiaobin Wang, Zhen Xu, Zhen Xu

“…Therefore, it is crucial to accurately and timely assess the spatial and temporal patterns of ecological risks in the context of global changes. …”
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Urban street network morphology classification through street-block based graph neural networks and multi-model fusion by Yang Liu, Qingsheng Guo, Chuanbang Zheng

“…Precise categorization of urban street network patterns is essential for urban planning and morphology analysis. …”
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Exploring the Impact of Daytime and Nighttime Campus Lighting on Emotional Responses and Perceived Restorativeness by Xianxian Zeng, Bing Zhang, Shenfei Chen, Yi Lin, Antal Haans

“…Skin conductance data, integrated with spatial–temporal trajectories and affective mapping, revealed clear patterns of emotional responses, emphasizing the role of lighting in shaping environmental quality. …”
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Spatiotemporal Variations and Contributing Factors of Air Pollutants in Almaty, Kazakhstan by Aiymgul Kerimray, Eldar Azbanbayev, Bulat Kenessov, Pavel Plotitsyn, Danara Alimbayeva, Ferhat Karaca

“…Abstract In this study, spatial and temporal patterns of PM10, PM2.5, NO2, SO2, and CO in Almaty, the largest city of Kazakhstan, in the period between 2013 and 2018 are explored. …”
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