Possibilities of Using Geoinformation Technologies in Epidemiological Surveillance of COVID-19 Infection at the Regional Level by E. I. Kravchenko, A. I. Blokh, O. A. Pasechnik

“…The spread of the new coronavirus infection throughout the world has led to expressed interest in studying, among other things, the patterns of territorial distribution of cases of the disease. …”
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GIS-Based Analysis of Elderly Care Facility Distribution and Supply–Demand Coordination in the Yangtze River Delta by Huihua Hu, Hua Shao, Yang Li, Mengfan Guan, Jiaxing Tong

“…Using GIS technologies, multi-source data analysis, and spatial autocorrelation techniques, the research identifies key regional patterns. …”
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Effects of urban sprawl due to migration on spatiotemporal land use-land cover change: a case study of Bartın in Türkiye by Gökhan Şen

“…The spatial and temporal LULCC patterns of land use were quantified by interpreting spatial data. …”
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Towards Structured Gaze Data Classification: The Gaze Data Clustering Taxonomy (GCT) by Yahdi Siradj, Kiki Maulana Adhinugraha, Eric Pardede

“…Therefore, preprocessing techniques such as classification are essential to extract meaningful patterns and improve the reliability of gaze-based analysis. …”
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Comparative Analysis of Offshore Wind Resources and Optimal Wind Speed Distribution Models in China and Europe by Yanan Chen, Ming Zhao, Zhengxian Liu, Jianlong Ma, Lei Yang

“…The results point out that China’s offshore wind resources exhibit high spatial and temporal variability, influenced by monsoons and typhoons, while European seas are characterized by stable wind patterns. …”
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Study on the spatio-temporal evolution and multi-scale influencing factors of digital technology innovation: A case study of 41 cities in the Yangtze River Delta(数字技术创新的时空演进与多尺度影响因... by 李云霞(LI Yunxia), 高世杰(GAO Shijie), 李羚锐(LI Lingrui)

“…It is worth focusing on the development trend, spatial pattern, and multi-scale effects of digital technology innovation which is the core engine driving the development of the digital economy. …”
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Sandy desertification in the Belt and Road Initiative drylands during 2000–2020: Assessment under the Land Degradation Neutrality framework by Zhijia Zheng, Yue Dong, Hao Zhan, Jinsongdi Yu

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City-level emergy metabolism accounts for China’s 281 cities from 2000 to 2020 by Miaohan Tang, Gengyuan Liu, Jingke Hong, Weier Liu, Chao Zhong, Dan Wang, Yuli Shan

“…Abstract Cities exhibit diverse urban metabolism patterns in terms of the natural environment, industrial composition, energy, and material consumption. …”
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Spatio-Temporal Metabolite Profiling of the Barley Germination Process by MALDI MS Imaging. by Karin Gorzolka, Jan Kölling, Tim W Nattkemper, Karsten Niehaus

“…In order to reveal spatio-temporal patterns in local metabolite compositions, multiple MSI data sets from a time series were analyzed in one batch. …”
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The safe development paradox of the United States regulatory floodplain. by Georgina M Sanchez, Margaret A Lawrimore, Anna Petrasova, John B Vogler, Elyssa L Collins, Vaclav Petras, Truffaut Harper, Emma J Butzler, Ross K Meentemeyer

“…We conducted the first comprehensive national assessment of historical and future development patterns related to the regulatory 100-year floodplain, examining the spatial distribution of developed land within increasingly distant 250-m zones from floodplain boundaries. …”
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Fault Detection and Diagnosis in Air-Handling Unit (AHU) Using Improved Hybrid 1D Convolutional Neural Network by Prince, Byungun Yoon, Prashant Kumar

“…The advantages of the LSTM model and convolutional layers are combined to identify significant patterns in the input data, which considerably facilitates the detection of AHU defects. …”
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Hippocampal-prefrontal functional neural networks in a rat model of fragile X syndrome are poorly organized with limited resiliency by Mohamed Ouardouz, Patrick Jasinski, Mohamed Khalife, J. Matthew Mahoney, Amanda E. Hernan, Rod C. Scott

“…FMR-KO rats demonstrated significant behavioral deficits in sociability, spatial learning, and anxiety. These rats also exhibited abnormal firing patterns outside of times when specific behavioral tasks were being performed. …”
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Federated Learning-Based Credit Card Fraud Detection: A Comparative Analysis of Advanced Machine Learning Models by Zheng Han

“…The FedGAT-DCNN model improves accuracy by integrating GAT with Dilated Convolutions to catch spatial and temporal patterns in transaction data. …”
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Transformer-Based Student Engagement Recognition Using Few-Shot Learning by Wejdan Alarefah, Salma Kammoun Jarraya, Nihal Abuzinadah

“…Transformer-based models have shown comprehensive results for video-based facial recognition tasks, thus paving new ground for understanding complicated patterns. In this research, we propose an innovative FSL model that employs a prototypical network with the vision transformer (ViT) model pre-trained on a face recognition dataset (e.g., MS1MV2) for spatial feature extraction, followed by an LSTM layer for temporal feature extraction. …”
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Roma Eterna? Roman rule explains regional well-being divides in Germany by Martin Obschonka, Fabian Wahl, Michael Fritsch, Michael Wyrwich, P. Jason Rentfrow, Jeff Potter, Samuel D. Gosling

“…Even when accounting for more recent historical factors, we find that regions developed by Roman civilization show more adaptive personality patterns (Big Five) and better health and psychological well-being today. …”
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Similar but different assembly processes of bacterial and micro-eukaryotic communities in an urban river by Shenwen Cai, Jun Zhao, Enguo Sheng, Leilei Fan, Ziwei Shen, Yunfeng Li

“…The results indicate that the bacterial and micro-eukaryotic community composition exhibited distinct temporal and spatial variation. The topological characteristics of co-occurrence networks demonstrate that the bacterial and micro-eukaryotic community coexistence patterns vary significantly between the four seasons. …”
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MATHEMATICAL-CARTOGRAPHIC MODELING AND CARTOGRAPHY OP DEMOGRAPHIC SITUATION IN THE REGIONS OF EUROPE AND RUSSIA by A. I. Igonin, V. S. Tikunov

“…The developed mathematical-cartographic model of the typology of the regions of Europe and Russia for three sets of indicators of demographic development allows us to see the spatial patterns of the demographic development of the territory and consider new facets of the territorial differentiation of the regions under consideration…”
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Evaluating measures of jobs–housing proximity and their commuting impacts in Shanghai by Liying Yue, Kaiming Li, Yingqing Zhang

“…In order to make the jobs–housing balance an effective planning tool with which to shorten commuting, land use patterns at the local and regional levels must be spatially linked and coordinated.…”
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A joint model of place of residence (POR) and place of work (POW): Making use of Gibbs sampling technique to overcome arbitrary assumptions in contexts of data limitation by Hengyang Zhang, Jason Hawkins, Khandker Nurul Habib

“…Place or residence (POR) and place of work (POW) are two spatial pivots defining patterns of travel behavior. …”
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Spatiotemporal Rainfall Distribution of Soan River Basin, Pothwar Region, Pakistan by Fiaz Hussain, Ghulam Nabi, Ray-Shyan Wu

“…The results depicted that there is substantial year-to-year and season-to-season variability in rainfall patterns, and rainfall patterns are generally erratic in nature. …”
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