Spatial-Spectral Linear Extrapolation for Cross-Scene Hyperspectral Image Classification by Lianlei Lin, Hanqing Zhao, Sheng Gao, Junkai Wang, Zongwei Zhang

“…Further considering the common co-occurrence phenomenon of patch images in space, we design spatial weights combined with label determinism of the center pixel to construct linear spatial enhancement. …”
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Exploring the effects of climatic and environmental heterogeneity on the spatial activity of Patagonian bats by Analía Laura Giménez, Marta Gladys Grech, Óscar De Paz

“…However, during this period, the activity of bats can also vary spatially, depending on climatic and environmental factors (e.g., temperature, humidity, vegetation cover, productivity, elevation, proximity to water). …”
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Spatial distribution of Culex mosquitoes across England and Wales, July 2023 by Emma Widlake, Roksana Wilson, Jack Pilgrim, Alexander G. C. Vaux, Jolanta Tanianis-Hughes, Amirah Haziqah-Rashid, Ken Sherlock, Agata Delnicka, Amelia Simpson, Anthony J. Abbott, Colin J. Johnston, Jude Martin, Kendall Barlow, Eloise Aliski, Saffron Shiels, Sara Gandy, Sarah M. Biddlecombe, Joanna de Klerk, Luigi Sedda, Jolyon M. Medlock, Matthew Baylis, Marcus S. C. Blagrove

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Spatial analysis and prediction of psittacosis in Zhejiang Province, China, 2019–2024 by Zheyuan Ding, Haocheng Wu, Chen Wu, Kui Liu, Qinbao Lu, Xinyi Wang, Tianying Fu, Junjie Li, Ke Yang, Queping Song, Junfen Lin

“…Demographic characteristics and seasonal trends were systematically analyzed. Spatial epidemiological methods, including spatiotemporal distribution mapping, spatial autocorrelation analysis, and Kriging interpolation, were employed to identify disease hotspots and predict risk areas.ResultsDuring the study period, 315 psittacosis cases were reported, with an annual average incidence rate of 0.0914 per 100,000 population, showing a significant increasing trend. …”
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Spatial distribution and determinants of anemia among under-five children in Mozambique by Berhan Tekeba, Mulugeta Wassie, Enyew Getaneh Mekonen, Tadesse Tarik Tamir, Agazhe Aemro

“…Despite this, there is a paucity of up-to-date information on the spatial distribution and determinants of under-five anemia in Mozambique. …”
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SPFDNet: Water Extraction Method Based on Spatial Partition and Feature Decoupling by Xuejun Cheng, Kuikui Han, Jian Xu, Guozhong Li, Xiao Xiao, Wengang Zhao, Xianjun Gao

“…Therefore, this paper proposes a water feature extraction network with spatial partitioning and feature decoupling. To ensure that the water features are extracted with deep semantic features and stable spatial information before decoupling, we first design a chunked multi-scale feature aggregation module (CMFAM) to construct a context path for obtaining deep semantic information. …”
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New multifactor spatial prediction method based on Bayesian maximum entropy by YANG Yong, ZHANG Chutian, HE Liyuan

“…To evaluate the advantages of this method and to compare with Kriging for different sampling density, the analysis and comparison were conducted on two groups of sampling points, which were a group with high spatial density (group Ⅰ, 330 points) and the other with low spatial density (group Ⅱ, 100 points) respectively. …”
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Spatial, temporal, and spatiotemporal cluster detection of malaria incidence in Southwest Ethiopia by Lidetu Demoze, Fetlework Gubena, Eyob Akalewold, Helen Brhan, Tigist Kifle, Gelila Yitageasu

“…Therefore, this study aimed to assess the spatial, temporal, and spatiotemporal variation in malaria incidence in the South Omo Zone, Southwest Ethiopia.MethodsA retrospective study was conducted using 4 years of malaria data from the South Omo Zone District Health Information Software (DHIS). …”
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Spatial Zoning of Agricultural Tourism Capabilities in Rural Areas of Lorestan Province by Mohammad reza Rezvani, Fatemeh Nickravesh, Nasrin Kazemi

“…Therefore, in support of spatial planning of agricultural tourism activities, the present study was conducted to make spatial zoning of agricultural tourism development capabilities and rank the villages targeted for agricultural tourism in susceptible areas. …”
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3D-SHI index for quantifying 3D spatial heterogeneity in big Earth data by Peijie Sun, Hengcai Zhang, Peixiao Wang, Jianing Yu

“…Additionally, we used a real-world sea temperature dataset from the North Atlantic were conducted to quantify high dimensional spatial heterogeneity. …”
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A high-accuracy exponential time integration scheme for the Darcy–Forchheimer Williamson fluid flow with temperature-dependent conductivity by Arif Muhammad Shoaib

“…This study aims to develop a high-order numerical scheme for simulating Darcy–Forchheimer flow of Williamson fluids with temperature-dependent thermal conductivity. The proposed methodology combines a second-order exponential time integrator with a sixth-order compact finite difference scheme for spatial discretization. …”
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Validation of Management Zones, Variability, and Spatial Distribution of the Physiological Quality of Soybean Seeds by Maurício Alves de Oliveira Filho, Ana Laura Costa Santos, Ricardo Ferreira Domingues, Gabriela Mariano Melazzo, Brenda Santos Pontes, Rafael Jacinto da Silva, Sandro Manuel Carmelino Hurtado, Hugo César Rodrigues Moreira Catão

“…Precision agriculture facilitates improved management by studying the spatial and temporal variability of soil attributes. …”
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Predicting the thermal conductivity of polymer composites with one-dimensional oriented fillers using the combination of deep learning and ensemble learning by Yinzhou Liu, Weidong Zheng, Haoqiang Ai, Lin Cheng, Ruiqiang Guo, Xiaohan Song

“…Polymer composites with one-dimensional (1D) oriented fillers, recognized for their high thermal conductivity (TC), are extensively utilized in cooling electronic components. …”
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Seasonal and Spatial Dynamics of Freshwater Snails and Schistosomiasis in Mizan Aman, Southwest Ethiopia by Asrat Meleko, Naomi Caplan, Dorin Brener Turgeman, Azeb Seifu, Zvi Bentwich, Michal Bruck, Nisan Z. Kesete, Willemijn Zaadnoordijk, Noa Dahan

“…Methods: This study was conducted in Mizan Aman, Southwest Ethiopia, across two seasons, dry and wet. …”
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Geographic Information Systems, spatial analysis, and HIV in Africa: A scoping review. by Danielle C Boyda, Samuel B Holzman, Amanda Berman, M Kathyrn Grabowski, Larry W Chang

“…<h4>Methods</h4>A systematic literature search for articles related to GIS and spatial analysis was conducted through PubMed, EMBASE, and Web of Science databases. …”
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Optimization for Mars Rotorcraft Blade: Weighted Ensemble Neural Networks and Spatial Discretization by Haoyu Zheng, Bo Tang, Qiquan Quan, Kaiyi Wang, Dewei Tang, Zongquan Deng

“…This paper introduces a Mars quadcopter capable of conducting sampling detection on the planet’s surface. …”
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Environmental DNA Insights into the Spatial Status of Fish Diversity in the Mainstem of the Jialing River by Xinxin Zhou, Xiaohan Dong, Jiaxin Huang, Shuli Zhu, Weitao Chen, Yanjun Shen

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Perspectives of gated communities’ socio-spatial integration: the case of post-socialist Lithuania by Simona Balčaitė, Dovilė Krupickaitė

“…Even though the phenomenon of gating is not prevalent in Lithuania, it still inheres spatial segregation as a precondition. Researches in Lithuania have shown that, despite strong segregating effect, in some cases gated communities may have an ambiguous impact on the population outside such settlements. …”
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Assessment of the spatial capacity of rural areas, as illustrated by the example of the Nowy Targ municipality by Julia Gorzelany, Paulina Figas, Magdalena Wilkosz-Mamcarczyk

“…The current planning and strategic instruments should be complemented with spatial capacity indicators. The aim of this article is to define these indicators, and to assess the spatial capacity of rural areas, as per the example of the Nowy Targ municipality, located in the Podhale region of Poland. …”
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The impact of urban models on social support – Between spatial justice and sustainable development by Lorena Fiorini, Lucia Saganeiti, Matteo Perazzini, Danilo Bontempo, Martina Bucci, Marco Giancola, Enrico Perilli

“…Differences in the distribution of infrastructure, the quality of urban spaces, and opportunities for social interaction can amplify isolation situations, especially impacting the most vulnerable segments of the population. This study, conducted in four municipalities in the Province of L’Aquila, analyses the phenomenon according to two dimensions: the spatial one, linked to urban planning and the location of primary services, and the social one, related to perceived social support. …”
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