The Evolution of the Interaction Between Urban Rail Transit and Land Use: A CiteSpace-Based Knowledge Mapping Approach by Haochen Yang, Nana Cui, Haishan Xia

“…Key findings include the following: (1) research on rail transit and land use has been steadily increasing, with a significant “US-China dual-core” distribution, where most studies are concentrated in the United States and China, with higher research density in Asia; (2) domestic and international research has primarily focused on themes such as the built environment, value capture, and public transportation, with a recent shift toward artificial intelligence and smart city technology applications; (3) research methods have evolved from foundational 3S technologies (GIS, GPS, RS) to spatial modeling tools (e.g., LUTI model, node-place model), and the current emergence of AI-driven analysis (e.g., machine learning, deep learning, digital twins). …”
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Evaluation on Site Selection of Urban Renewal Projects from the Perspective of Space Benefit: Macau Special Administrative Region as an Example by Zehui Chen, Yalong Xing, Guang Huang, JingXian Li

“…Therefore, an appropriate renewal location can maximize the space’s renewal efficiency. Based on the perspective of space benefits, this study constructs an urban renewal site selection evaluation system suitable for Macau SAR from two aspects of social and economic benefits and space benefits and uses the DEA model to verify the evaluation system. …”
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How to Coordinate Urban Ecological Networks and Street Green Space Construction? Insights from a Multi-Scale Perspective by Shujun Hou, Ying Yu, Taeyeol Jung, Xin Han

“…However, most studies have primarily addressed biodiversity needs, with limited focus on coordinating street spaces in human settlement planning. This study examines the area within Chengdu’s Third Ring Road, employing the following methodologies: (1) constructing the regional ecological network using Morphological Spatial Pattern Analysis (MSPA), the Integrated Valuation of Ecosystem Services and Trade-offs (InVEST) model, and circuit theory; (2) analyzing the street green view index (GVI) through machine learning semantic segmentation techniques; and (3) identifying key areas for the coordinated development of urban ecological networks and street green spaces using bivariate spatial correlation analysis. …”
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Structuring Thesis Topics within the Copernicus Master in Digital Earth: Preparing Alumni for Future-Oriented Careers in the Space Industry by K. Hadj-Rabah, S. Lang, Z. Dabiri, B. Brunner-Maresch

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Interoperable Traceability in Agrifood Supply Chains: Enhancing Transport Systems Through IoT Sensor Data, Blockchain, and DataSpace by Giovanni Farina, Alexander Kocian, Gianluca Brunori, Stefano Chessa, Maria Bonaria Lai, Daniele Nardi, Claudio Schifanella, Susanna Bonura, Nicola Masi, Sergio Comella, Fiorenzo Ambrosino, Angelo Mariano, Lucio Colizzi, Giovanna Maria Dimitri, Marco Gori, Franco Scarselli, Silvia Bonomi, Enrico Almici, Luca Antiga, Antonio Salvatore Fiorentino, Lucio Moreschi

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Framework for timely perception of spatiotemporal crowd congestion risk in public spaces based on video pedestrian tracking and geographic mapping by Shaojun Liu, Ling Zhang, Junlian Ge, Weitao Li, Yi Long

“…We introduced a framework for crowd activity perception and scene-adaptive congestion risk assessment based on a multi-object tracking model. This framework established a mutual mapping between the image and geographic spaces, facilitating precise spatiotemporal identification and grading of congestion. …”
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A surrogate-assisted differential evolution algorithm with a dual-space-driven selection strategy for expensive optimization problems by Hanqing Liu, Zhigang Ren, Chenlong He, Wenhao Du

“…Consequently, they can hardly complement each other well and are much likely to mislead the population evolution since the surrogate model necessarily has some prediction errors. Directing against this issue, this study proposes a unified dual-space-driven selection (DSDS) strategy and develops a new SAEA by taking differential evolution and radial basis function as the optimizer and the surrogate model, respectively. …”
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Vegetation diversity in structure, species or colour: Coupling effects of the different characteristics of urban green spaces on preference and perceived restoration by Jufang Hao, Yongsheng Li, Tianxu Hu, Yongcan Ma, Xinyue Wang, Jinxuan Liu, Tian Gao, Ling Qiu

“…Through analysis of variance (ANOVA), beneficial features of urban green space and formulated equations using a linear regression model to explain the joint effects of these characteristics were identified. …”
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Assessing the three-dimensional vegetation carbon sink of urban green spaces using unmanned aerial vehicles and machine learning by Wei Wei, Junqiao Li

“…By integrating vegetation allometric growth equations, this paper introduces a novel methodology for assessing the carbon sink function of urban green spaces using UAV-based modeling and machine learning techniques for feature recognition. …”
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Layering Public Park Histories: Uncovering the Effects of Restoration Idea[l]s in Post-War Urban Spaces in Germany and the U.S. by Laura Brannan Fretwell, Eliane Schmid

“…Highlights: • Historical inquiry into the study of public urban park planning and development. • Use of GIS tools to analyze historical sources, especially atlases and maps, to reveal people’s perceptions, uses, and regulations of space as well as highlights experiences of place…”
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Change in different classes of chronic back pain suspicious of axial spondyloarthritis: a latent transition analysis of the SPACE cohort by Sofia Ramiro, Robert Landewé, Désirée van der Heijde, Roberta Ramonda, Alexandre Sepriano, Manouk de Hooge, Floris A van Gaalen, Karen Minde Fagerli, Sofia Exarchou, Caroline Bastiaenen, Miranda van Lunteren, Philipp Bosch, Mary-Lucy Marques, Liese de Bruin

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Mapping the Knowledge Structure of Image Recognition in Cultural Heritage: A Scientometric Analysis Using CiteSpace, VOSviewer, and Bibliometrix by Fei Ju

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Effects of space size and fire location on heat transfer in flame spread over electrical wire in a small tunnel by Xinjie Huang, Hailong Ding, Miaomiao Wang

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Maximum scour depth estimation around side-by-side piers due to spacing effects for sustainable hydraulic infrastructure design by Buddhadev Nandi, Subhasish Das

“…This study investigates flow structure interaction, based on how the pier spacing influences dm. The goal is to enhance the understanding of scour around side-by-side bridge piers, contributing to the development of resilient and sustainable infrastructure.…”
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Assessing relative contributions of climate and socio-environmental factors to ecosystem health through space–time interpretable machine learning by Xiaoliang Meng, Junyi Wu, Yichun Xie, Yongfei Bai, Chenghu Zhou, Yuchen Li

“…The IML models identified that no driving factors have maintained consistent impacts on ecosystem health in space and time. …”
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Equitable urban green space planning for sustainable cities: a GIS-based analysis of spatial disparities and functional strategies by Sayyed Kifayatullah, Zafeer Saqib, Muhammad Irfan Khan, Muhammad Zaman-ul-Haq, Dmitry E. Kucher, Sajid Ullah, Aqil Tariq

“…Abstract Urban Green Spaces (UGS) are critical for fostering ecological sustainability and social equity in rapidly urbanizing cities like Islamabad, Pakistan. …”
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Diff5T: Benchmarking human brain diffusion MRI with an extensive 5.0 Tesla k-space and spatial dataset by Shanshan Wang, Shoujun Yu, Jian Cheng, Sen Jia, Changjun Tie, Jiayu Zhu, Haohao Peng, Yijing Dong, Jianzhong He, Fan Zhang, Yaowen Xing, Xiuqin Jia, Qi Yang, Qiyuan Tian, Hua Guo, Guobin Li, Hairong Zheng

“…Diff5T is designed to support the development and benchmarking of innovative methods in artifact correction, image reconstruction, image preprocessing, diffusion modelling and tractography. …”
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Spatiotemporal Dynamics of Urban Green Spaces and Climatic Vulnerability of Togolese Cities in the Context of Rapid Urbanisation: The Case of Lome and Kara by Yetondé Deton, Hodabalo Kamou, Abalo Atato, Bimare Kombate, Abalo Mabafei, Josef Yoka, Marra Dourma, Atsu Kudzo Guelly, Komlan Batawila, Koffi Akpagana

“…Additionally, vulnerability models for 2022, 2060, and 2100 were developed using Shared Socioeconomic Pathways (SSP 2.45 and SSP 5.85) and a multifactorial modelling approach. …”
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Research Context and Hotspots Analysis of WoS and CSSCI of Chemistry Education - Visual Knowledge Graph Analysis Based on CiteSpace by Aorigele, Natsagdorj Narantsogt

“…Together, considering our results combined with the analysis of the literature citations, we further clarified the research progress and the current stage of Chemistry Education development. WoS ба CSSCI дээр үндэслэсэн химийн боловсролын судалгааны контекст, халуун цэгийг CiteSpace оюуны зураглал дээр суурилсан дүн шинжилгээ хийх Хураангуй: 2000-2020 он хүртэл WoS (Web of Science) болон CSSCI (Chinese Social Sciences Citation Index)-д багтсан химийн боловсролтой холбоотой өгүүллүүдийг судалгааны объект болгон авч CiteSpace библиометрийн аргыг ашиглан он, зохиогч, улс, судалгааны агуулга, өөрчлөлт шинэчлэлийн чиг хандлага зэрэгт индуктив статистик шинжилгээ хийсэн. …”
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TIME-UNIT SHIFTING IN 3-PERSON GAMES IN FINITE AND UNCOUNTABLY INFINITE STAIRCASE-FUNCTION SPACES SOLVED IN PURE STRATEGIES by Вадим Романюк

“…Games played with staircase-function pure strategies can model discrete-time dynamics of rationalizing the distribution of some limited resources among players. …”
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