A cloud-based framework for the quantification of the spatially-explicit uncertainty of remotely sensed benthic habitats by Spyridon Christofilakos, Alina Blume, Avi Putri Pertiwi, Chengfa Benjamin Lee, Dimosthenis Traganos, Peter Reinartz

“…Our results indicate the potential of the presented uncertainty workflow for optimizing the classification and the usefulness of the produced uncertainty map to aid policy-makers through our provided spatially-explicit accuracy metrics. …”
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Spatial transcriptomics reveal high T cell and monocyte status as predictive and prognostic markers in pancreatic cancer by Yeon Bi Han, Sejoon Lee, Jin-Ok Lee, Se In Jeong, Ki Rim Lee, Soomin Ahn, Kwangrok Jung, Jong-Chan Lee, Yoo-Seok Yoon, Jin-Hyeok Hwang, Ho-Seong Han, Hee Young Na, Jaihwan Kim

“…Abstract Background In the present study, we intended to discover predictive or prognostic factors of pancreatic ductal adenocarcinoma (PDAC). …”
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Spatial transcriptomics uncovers immune-cell plasticity and dedifferentiation signatures in aggressive lung adenocarcinoma subtypes by Huiyan Deng, Qingyi Liu, Ziqiang Tian, Guangjie Liu, Shize Wang, Di Liang, Yun Wang, Yaqing Han, Shaonan Xie

“…Lung adenocarcinoma (LUAD) is characterized by its significant histological, cellular and molecular heterogeneity. The present study aimed to study the spatial transcriptomics of primary LUAD with initial hopes to decipher molecular characteristics of subtype transitions in LUAD progression, offering new insights for novel therapeutic strategies. …”
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Algae-Mamba: A Spatially Variable Mamba for Algae Extraction From Remote Sensing Images by Yaoteng Zhang, Shuaipeng Wang, Yanlong Chen, Shiqing Wei, Mingming Xu, Shanwei Liu

“…KVSS block combines VSS for comprehensive global feature extraction with a small-kernel convolution module to capture local spatial and channel-specific information, supporting multiscale data processing and improving model generalization. …”
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Spatiotemporal Evolution Mechanism and Spatial Correlation Network Effect of Resilience in Different Shrinking Cities in China by Weijun Yu, Siyu Zhang, Entao Pang, Huihui Wang, Yunsong Yang, Yuhao Zhong, Tian Jing, Hongguang Zou

“…In this research, we presented a systematic conceptualization of the fundamental components of urban shrinkage (US) and urban resilience (UR) and, based on US and UR theories, constructed a methodological framework aimed at investigating the spatiotemporal evolution mechanism and spatial correlation network effect of resilience in different SCs in China. …”
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Exploring the causal involvement of the rIPL and white matter interindividual variability in spatial orienting and consciousness by Joaquín J. Ramírez-Guerrero, Cristina Narganes-Pineda, Mar Martín-Signes, Ana B. Chica

“…Results: TMS over the rIPL (compared to the control condition) did not modulate spatial attention nor conscious perception, but it decreased accuracy when attention was endogenously oriented (compared to the exogenous condition) and speeded up reaction times when targets were presented in the attended right hemifield (compared to the left hemifield). …”
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Analysis of spatial and temporal aggregation of influenza cases in Quzhou before and after COVID-19 pandemic by Qing Gao, Hui Yang, Zhao Yu, Qi Wang, Shuangqing Wang, Bingdong Zhan

“…Influenza incidence in Quzhou City fluctuates widely, with large changes in the age and occupational composition ratios of the incidence population, and influenza incidence presents a more pronounced spatial correlation and aggregation.…”
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Temporal and Spatial Patterns of Blue Carbon Storage in Mangrove and Salt Marsh Ecosystems in Guangdong, China by Di Dong, Huamei Huang, Qing Gao, Kang Li, Shengpeng Zhang, Ran Yan

“…The multi-decadal blue carbon datasets and their temporal-spatial change analysis results here can provide a scientific basis for nature-based climate solutions and decision-support tools for carbon offset potential realization and sustainable coastal zone management.…”
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Analysis of Local Community Perception of Physical-Spatial Reconstruction of Hadi Project Implementation in Roshtkhar District by Khadije Sadeghi, Mehrshad ToulabiNejad

“…According to the census of 1395, the rural area has 26 villages inhabited and 4672 households.12 villages were selected as the sample for this research The present research in the field of "methodology" in the framework of "descriptive-analytical" method. …”
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Spatial interpolation and spatiotemporal scanning analysis of human brucellosis in mainland China from 2012 to 2018 by Yuan Zhao, Dongfeng Pan, Yanfang Zhang, Lixu Ma, Hong Li, Jingjing Li, Shanghong Liu, Peifeng Liang

“…We set out to investigate the annual spatial distribution and potential hotspots of the disease. …”
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Study on spatial deformation mechanism of fiber-EPS optimized geopolymer cemented aeolian sand (GCAS) by Shuai Pang, Mengjie Li, Wenbo Ni, Jiaze Li, Henghui Fan, Minqiang Meng, Xiangdong Zhang, Yuan Gao

“…Techniques such as unconfined compressive testing, discrete element numerical simulation, and electron microscopy scanning are utilized to elucidate the synergistic optimization of spatial deformation mechanisms by fibers and EPS. …”
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Spatial heterogeneity and interacting intensity of drivers for trade-offs and synergies between carbon sequestration and biodiversity by Shuaiqi Yang, Shuangyun Peng, Xiaona Li, Xiaoyan Wei, Yingying Pan, Yuanmei Jiao

“…The interaction patterns among drivers presented a “topography➙climate↔human activity↔distance➙soil” structure, where human activity interacted bidirectionally with other factors, with the strongest interaction occurring between climate factors and human activity. …”
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Spatial Distribution Characteristics and Relationships of Salt-Based Ions and Nutrients in Old Protected Vegetable Fields by Nanbiao Zhan, Haotian Yang, Jiayang Li, Xiaodi Shi, Binhao Yang, Yuhang Sun, Gengzi Guo, Xiumin Cui

“…Here, quantitative laboratory analysis and mathematical statistics were employed to explore the spatial distribution of soil salinity and nutrients, as well as their relationships. …”
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Investigating Spatial Effects through Machine Learning and Leveraging Explainable AI for Child Malnutrition in Pakistan by Xiaoyi Zhang, Muhammad Usman, Ateeq ur Rehman Irshad, Mudassar Rashid, Amira Khattak

“…The present study aims to investigate the spatial inequalities in childhood stunting at the district level in Pakistan and validate the importance of spatial lag in predicting childhood stunting. …”
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Spatial Evaluation of Economic and Social Factors Affecting Environmental Awareness of Around town Region, Gorgan by Yosef Darvishi, Mohammad Mousavi Parsaee, Mahin pirah, Reza Sarli

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The Spatial Pattern and Influencing Factors of the Intercity Real Estate Investment Network in the Yangtze River Delta by Dai Liang, Lyu Yifan, Zheng Huibin, Li Luqi

“…Based on the equity investment data of real estate enterprises, this study constructed an intercity real estate investment network in the Yangtze River Delta for the period 2018–2022 and investigated the spatial and structural characteristics of intercity real estate investments in the region from the dimensions of node hierarchy, flow hierarchy, community pattern, and overall topology. …”
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Application of imaging mass cytometry for spatially profiling the microenvironment of salivary glands in primary Sjögren’s syndrome by Guolin Wu, Fangping Wu, Lipei Wang, Lixiong Ying, Wenwen Lu, Kang Qian, Tianxiao Fu, Danbin Wu, Fenglin Hu, YiHang Shi, Li Xu

“…Abstract Primary Sjogren’s syndrome (pSS) is a slowly progressive, systemic autoimmune disorder characterized by gradual lymphocytic infiltration of exocrine glands. However, the spatially profiling the immune microenvironment in pSS is largely unclear, limiting the understanding of the complex interplay among cells within the microenvironment. …”
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A Spatial Decision Support System for climate-adapted agriculture designed with and for stakeholders in West Africa by Katrin Ziegler, Daniel Abel, Lorenz König, Torsten Weber, Insa Otte, Mike Teucher, Christopher Conrad, Michael Thiel, Imoleayo Ezekiel Gbode, Vincent Olanrewaju Ajayi, Amadou Coulibaly, Seydou B. Traoré, Benewinde Jean-Bosco Zoungrana, Heiko Paeth

“…This paper presents a Spatial Decision Support System (SDSS) designed to assist stakeholders in West Africa in analysing critical climate and land use indicators for risk management in agriculture and further sectors being affected by extreme precipitation and temperature events. …”
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Mapping Small Extracellular Vesicle Secretion Potential in Healthy Human Gingiva Using Spatial Transcriptomics by Blanka Maria Borowiec, Małgorzata Blatkiewicz, Marta Dyszkiewicz-Konwińska, Dorota Bukowska, Bartosz Kempisty, Marcin Ruciński, Michał Nowicki, Joanna Budna-Tukan

“…In this study, we utilized spatial transcriptomics to map gene expression to specific spatial locations within the gingiva tissue section, using publicly available transcriptomic data. …”
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Temporal-Spatial Evolution Characteristics and Dynamic Mechanisms of Regional Cooperation Network in the Yangtze River Delta by Cao Xianzhong, Fan Zhiqian

“…The average path length of the regional cooperation network in the Yangtze River Delta has been declining, indicating that the regional cooperation network in the Yangtze River Delta presents the characteristics of "small world." Secondly, the main body of the Yangtze River Delta regional cooperation network shows obvious "multi-center, flat" characteristics, forming a spatial structure supported by the "golden triangle" of Nanjing-Shanghai-Hangzhou and gradually spreading to neighboring cities. …”
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