Analyzing the spatial–temporal dynamics of disaster risk based on social media data: a case study of Weibo during the Typhoon Yagi period by Xingqi Zou, Jiaxin Lv

“…This paper investigates the spatial–temporal dynamics of disaster risk diffusion and the dissemination of emergency knowledge during Typhoon Yagi, one of the strongest autumn typhoons to hit China since 1949. …”
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The spatial impact mechanism and policy spillover of carbon emission trading pilot policy on regional industrial energy efficiency-a case study of China by Jinqiu Li, Youqiang Ding, Meiling Zhang

“…Furthermore, the study employs a dynamic spatial Dubin model to delve into the spatial implications and policy spillovers of carbon trading on these efficiency metrics. …”
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Spatial and temporal distribution characteristics and influencing factors of cultural heritage: A case of the Grand Canal (East Zhejiang section)-maritime silk road. by Jie Li, Xinlian Yang, Yuhe Gao, Chao Gao

“…The total number of cultural heritages shows an upward trend before the modern period, peaking in the Ming to Qing period. (2) The cultural heritage exhibits an overall aggregated spatial distribution, with varying patterns across different types. …”
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Characteristics of pore-fracture structure and three-dimensional spatial distribution differences in deep and shallow coal reservoirs: A case study of Junggar Basin by WANG Pengxiang, ZHANG Zhou, YU Wanying, ZOU Qiang, YANG Zhengtao

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Analysis of regional differences, spatial-temporal characteristics, and influencing factors of the coupling and coordination development of science and technology innovation betwee... by Xiao Liu, Qingjin Wang, Hao Gao, Qian Cui, Qian Cui

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Spatial Expansion Characteristics and Nonlinear Relationships of Driving Factors in Urban Agglomerations: A Case Study of the Yangtze River Delta Urban Agglomeration in China by Bochuan Zhao, Yifei Wang, Huizhi Geng, Xuan Jiang, Lingyue Li

“…Although expansion intensity has decreased, spatial clustering has intensified. Based on the expansion patterns of impervious surface areas, we propose a novel regional classification method, dividing the Yangtze River Delta urban agglomeration into three zones: “A-Development Decline Zone”, “B-Development Core Zone”, and “C-Development Ascendance Zone”. …”
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A Novel Approach to Evaluating Industrial Spatial Structure Upgrading: Evidence from 284 Cities and 96 Sub-Industries in China (1978–2022) by Qiao Fan, Na Liang, Zihan Zhang

“…Utilizing firm survival big data from 96 sub-industries across 284 cities in China from 1978 to 2022, the paper evaluates the upgrading levels of industrial spatial structure in these cities and examines their spatiotemporal evolution patterns using kernel density estimation. …”
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Spatial Evolution and Scenario Simulation of Carbon Metabolism in Coal-Resource-Based Cities Towards Carbon Neutrality: A Case Study of Jincheng, China by Li Zhu, Mengying Cao, Wenyuan Wang, Tianyue Zhang

“…Then, combined with the Markov-PLUS model to map carbon emissions to land-use types, it evaluated spatial changes in carbon metabolism and analyzed carbon-transfer patterns across different land-use types. …”
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Spatial Variations of Physical Characteristics of Soil and Their Role in Creating a Model of a Geogenic Radon Hazard Index (GRHI) in the Kuznetsk Coal Basin by Timofey Leshukov, Konstantin Legoshchin, Maria Savkina, Elizaveta Baranova, Kirill Avdeev, Aleksey Larionov

“…Geographic patterns determine geogenic radon factors that, changing over the territory, form spatial structures of different scales associated with regional and local variations. …”
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Intelligent Functional Clustering and Spatial Interactions of Urban Freight System: A Data-Driven Framework for Decoding Heavy-Duty Truck Behavioral Heterogeneity by Ruixu Pan, Quan Yuan, Chen Liu, Jiaming Cao, Xingyu Liang

“…The results show that HDT travel patterns are not merely responses to freight demand but complex reflections of urban industrial structures, infrastructure networks, and policy environments. …”
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Exploring the Determinants of Spatial Vitality in High-Speed Rail Station Areas in China: A Multi-Source Data Analysis Using LightGBM by Pengpeng Liang, Xu Cui, Jiexi Ma, Wen Song, Yao Xu

“…Different station types exhibit varied spatial patterns and require differentiated strategies. …”
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A spatial hierarchical learning module based cellular automata model for simulating urban expansion: case studies of three Chinese urban areas by Xiaoyong Tan, Min Deng, Kaiqi Chen, Yan Shi, Bingbing Zhao, Qinghao Liu

“…To address these issues, herein, we propose a spatial hierarchical learning module based cellular automata model (SH-CA). …”
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Validation of the NISAR Multi-Scale Soil Moisture Retrieval Algorithm across Various Spatial Resolutions and Landcovers Using the ALOS-2 SAR Data by Preet Lal, Gurjeet Singh, Narendra N. Das, Rowena B. Lohman

“…The algorithm was assessed at 100 [m] and 200 [m] resolutions, revealing consistent moisture patterns, with the finer resolution offering greater detail. …”
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Spatial Downscaling of TRMM Precipitation Data Using an Optimal Subset Regression Model with NDVI and Terrain Factors in the Yarlung Zangbo River Basin, China by Jinping Liu, Wanchang Zhang, Ning Nie

“…Moreover, the spatial patterns of both precipitation rates of change and their corresponding p value statistics were consistent between the downscaled results and the original TRMM 3B43 during the 2001–2014 period, which verifies that the downscaling method performed well in the Yarlung Zangbo River Basin. …”
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EEG-SymNet: multi-channel EEG signal-based schizophrenia diagnosis using channel recalibration and symmetric spatial temporal transformer network by Naif Alsharabi, Rakesh Kumar Mahendran, Gharbi Alshammari

“…The pre-processed signals are then fed into our model, which consists of four main modules. First, Hierarchical Spatial Temporal Graph Neural Network (HSTG-Net) captures spatial features across channels, allowing for a comprehensive understanding of the EEG data. …”
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Single-cell and spatial transcriptome profiling reveal CTHRC1+ fibroblasts promote EMT through WNT5A signaling in colorectal cancer by Yunfei Lu, Yang Chen, Zhenling Wang, Hengyang Shen, Lei Xu, Changzhi Huang, Ying Tong, Yu Shao, Hongqiang Zhang, Zan Fu

“…Methods Single-cell RNA sequencing (scRNA-seq) technology was used to identify various cell subtypes. Spatial transcriptomics (ST) was employed to map the spatial niches and colocalization patterns of these cell subtypes. …”
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Electrical impedance tomography-based temporal signals correlate with quantitative computed tomography-based spatial variables in asthma subjects: a pilot study by Jinyoung Jeong, Yuna Kim, Seung Eun Lee, Hye Ju Yeo, Sungchul Huh, Sanghun Choi

“…IntroductionQuantitative computed tomography (qCT) provides detailed spatial assessments of lung structure and function, while electrical impedance tomography (EIT) offers high temporal resolution for analyzing breathing patterns but lacks structural detail. …”
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Spatial and Temporal Change Analysis of Urban Built-Up Area via Nighttime Lighting Data—A Case Study with Yunnan and Guizhou Provinces by Qian Jing, Armando Marino, Yongjie Ji, Han Zhao, Guoran Huang, Lu Wang

“…The results of this study can help us better understand urbanization in western China, reveal the urban expansion patterns and spatial characteristics of Yunnan and Guizhou provinces, and provide valuable references for development planning and policymaking in Yunnan and Guizhou provinces.…”
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Acute changes in functional connectivity associated with first osteopathic manual treatment in chronic low back pain spatially overlap with opioid receptor expression by Federica Tomaiuolo, Francesco Cerritelli, Carlo Sestieri, Jordan Keys, Teresa Paolucci, Stefano L. Sensi, Antonio Ferretti, Stefano Delli Pizzi

“…Methods: We combined a data-driven approach with a seed-based connectivity analysis to examine the pattern of whole-brain rs-FC in a cohort of thirty cLBP patients before and after a first acute session of OMT (N = 16) or a sham treatment (N = 14). …”
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Spatial distribution and factors associated with coexisting undernutrition among under-five children in Ethiopia: Evidence from the 2019 Mini-Demographic and Health Survey. by Meklit Melaku Bezie, Getayeneh Antehunegn Tesema

“…Coexisting forms; stunting, wasting, and underweight magnify these risks but their spatial patterns and determinants remain poorly understood. …”
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