The Uncertainty of Tomorrow in Art on the “Eve” of War by Rafał Blazy, Hanna Hrehorowicz-Gaber, Alicja Hrehorowicz-Nowak

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Methodology of evaluation and correction of geometric data topology in QGIS software by Anita Kukulska, Tomasz Salata, Katarzyna Cegielska, Marta Szylar

“…Elaborated algorithms are aimed at acceleration of data processing to allow their usage during that process. Indeed, proper conducting of spatial analyses needs to administer a data set which is free of errors. …”
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Confrontation and cooperation between timber-imitating appearance and brick masonry in the Wuliang Hall: a case study of Manjusri Hall and Samantabhadra Hall of Longchang Temple by Yukun Ma, Qing Chun

“…Firstly, an accurate survey of the architectural heritage is conducted to obtain precise geometric dimensions, enabling analyses of spatial and formal aspects of the hall. …”
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Mapping Perception: Analyzing Mental Representations of Urban Space in Timișoara, Romania by Andreea Triponescu, Alexandru Dragan, Remus Crețan

“…A total of 559 mental maps were conducted using GIS and quantitative methods to indicate the perceived spatial elements. …”
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Research on geographic information update index of RTK location big data by Xiangqiang Zeng, Fengsong Zhou, Minsi Ao, Chunhua Chen

“…In this paper, the RTK user spatial active index was established using the Hunan Continuously Operating Reference Stations Real-time kinematic (HNCORS RTK) location big data from 2016 to 2018. …”
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Learning a cross-scale cross-view decoupled denoising network by mining Omni-channel information by Song Qian, Yan Xue, Youbao Chang

“…This paper introduces a novel stereo denoising approach that leverages cross-view information to enhance the robustness of noise reduction. A Cross-Channel and Spatial Context Information Mining Module is employed to encode long-range spatial dependencies and to bolster inter-channel feature interaction. …”
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Robust sparse smooth principal component analysis for face reconstruction and recognition. by Jing Wang, Xiao Xie, Li Zhang, Jian Li, Hao Cai, Yan Feng

“…Existing Robust Sparse Principal Component Analysis (RSPCA) does not incorporate the two-dimensional spatial structure information of images. To address this issue, we introduce a smooth constraint that characterizes the spatial structure information of images into conventional RSPCA, generating a novel algorithm called Robust Sparse Smooth Principal Component Analysis (RSSPCA). …”
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DYNAMICS OF HIGHER MENTAL FUNCTION CHANGES IN CHILDREN AND ADOLESCENTS WITH PARTIAL FORMS OF EPILEPSY IN CLINICAL REMISSION by Tinatin Yuzovna Gogberashvili, Y. V. Mikadze

“…The most frequent and pronounced disorders in the primary examination were spatial, kinesthetic and constructive praxis disorders, visual-spatial and acoustic-nonvoice gnosis disorders, increased inhibition of traces, audio-verbal and visual memory constriction, defective order of reproducing words (figures) in stimulus sequence (transient errors), spatial errors in visual-constructive thinking, paragraphia. …”
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Clarifying Origin-Destination Flows Using Force-Directed Edge Bundling Layout by Liangkui Luo, Zhaocheng He, Yuhuan Lu, Jinyong Chen

“…Origin-destination (OD) flows have time-varying characteristics and spatial heterogeneity. With the increasing amount of urban travel data, it is very challenging to clarify OD flows through traditional visualization methods. …”
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Origin centric and part based pose decomposition for 3D human pose estimation by Zhijie Lin, Jinxin Yao, Juan Huang, Jingjing Chen, Yingying Xu, Lu Yang, Lei Zhao, Wei Xing

“…However, capturing the spatial dependencies of the entire 2D skeleton does not effectively facilitate learning local spatial features, while partitioning the skeleton into independent segments disrupts the relevance of individual joints to the whole. …”
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An ecological connectivity dataset for Black Sea obtained from sea currentsZenodo by Nikolaos Nagkoulis, Christos Adam, Ioannis Mamoutos, Stelios Katsanevakis, Antonios D. Mazaris

“…Incorporating ecological connectivity into spatial conservation planning is increasingly recognized as a key strategy to facilitate species movements, especially under changing environmental conditions. …”
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Spatiotemporal hotspot analysis of tuberculosis lost to follow-up cases in Ghana: A district-level study from 2019-2023. by David Ngmenbelle, Baaba Amoa-Saah, Stephen Nimirkpen, Maxwell Adjiabadek Akesem, Jacob Solomon Idan, Aliyu Mohammed

“…Proportions of LTFU were used for spatial mapping. We adopted the Global Moran's I, LISA and Getis-Ord G* techniques to determine spatial autocorrelation, optimized clusters or outliers and identify hotspot areas respectively.…”
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Leveraging open source land use and land cover data for urban and regional planning in transforming areas by Florian Klopfer, Dietwald Gruehn

“…Findings are conveyed at various levels of spatial and informational granularity. We show spatially differentiated patterns of combined ES pronunciation, constraints for settlement development, and the suitability for the mentioned land use categories being meaningful in both the detailed and the reduced representation. …”
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The Optimal <i>L</i>²-Norm Error Estimate of a Weak Galerkin Finite Element Method for a Multi-Dimensional Evolution Equation with a Weakly Singular Kernel by Haopan Zhou, Jun Zhou, Hongbin Chen

“…Numerical experiments are conducted to validate the theoretical findings and demonstrate optimal convergence order in both spatial and temporal directions. …”
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Robust Driving Control Design for Precise Positional Motions of Permanent Magnet Synchronous Motor Driven Rotary Machines with Position-Dependent Periodic Disturbances by Syh-Shiuh Yeh, Zhi-Hong Liu

“…Because the period of these disturbances varies with the motion velocity of the rotary machine, spatial domain control methods such as spatial iterative learning control (SILC) and spatial repetitive control (SRC) have been proposed and applied to improve rotary machine motion control designs. …”
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Impact of the implementation of EU, national and local policies and legislation on the transition towards eco-cities in Poland by Kociuba Dagmara, Wajs Klaudia

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Walkability Evaluation of Historical and Cultural Districts Based on Multi-Source Data: A Case Study of the Former Russian Concession in Hankou by Haoran She, Jing Sun, Yuchen Zeng, Wenyu Tu, Guang Ao, Wei Shang

“…Second, based on multi-source data, a comprehensive evaluation was conducted using spatial syntax, semantic segmentation, and GIS spatial analysis. …”
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Stability analysis of existing tunnels under dynamic loads during excavation of new tunnels by Hao Li, Sichun Long, Xiangen Lai, Lijun Kuang, Jian Zhou, Mengguang Liao, Chaofeng Zeng

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Examining Social Representations of Prisons: Experiences, Space, and Daily Productions by Mehmet Karasu, Remziye Yeşilyaprak, Sercan Karlıdağ

“…Scholarly attention on and studies that address the social–psychological and spatial aspects of human–prisonrelationships are scant in the Turkish literature. …”
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A dissimilarity-adaptive cross-validation method for evaluating geospatial machine learning predictions with clustered samples by Yanwen Wang, Mahdi Khodadadzadeh, Raúl Zurita-Milla

“…Spatially clustered samples are prevalent in geospatial machine learning (ML) predictions, especially in ecological mapping. …”
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