Satellite‐Derived, Smartphone‐Delivered Geospatial Cholera Risk Information for Vulnerable Populations by Farah Nusrat, Ali S. Akanda, Abdullah Islam, Sonia Aziz, Emily L. Pakhtigian, Kevin Boyle, Syed Manzoor Ahmed Hanifi

“…Our results demonstrate that the satellite‐derived local‐scale risk model satisfactorily captured the seasonal cholera pattern for the Matlab region, and a detailed high‐resolution picture of the spatial progression of at‐risk areas during outbreak months.…”
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How does ecological compensation change in Hubei Province based on a multi-scenario simulation of ecosystem services value? by Shuxian Wang, Chao Liu, Xinhai Lu, Xia Hong, Shuangyu Yang

“…The EC amounts exhibited a geographic pattern of high in the east and low in the west, with an alternating distribution. …”
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Synergistic use of SAR satellites with deep learning model interpolation for investigating of active landslides in Cuenca, Ecuador by Mohammad Amin Khalili, Silvio Coda, Domenico Calcaterra, Diego Di Martire

“…To this aim, we have used Long-Short Term Memory (LSTM) and Convolutional Neural Networks (CNN) as two different Deep Learning Algorithms (DLAs) to integrate results in the temporal and spatial domain, respectively. A cross-comparison of the results was made with the nine GPS-derived deformations and the visual effects (i.e. crack width and pattern) on the field. …”
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VCINet: Visual Cue-Inspired Feature Learning Network for SAR Building Segmentation by Mengyu Wang, Zhiyuan Yan, Wenhui Diao, Xudong Hu, Yingchao Feng, Linlin Xin, Junxi Li, Xian Sun

“…First, to improve intraclass variance and emphasize internal consistency, an elaborately designed pattern guidance module is introduced. We systematically study the stable spatial pattern of buildings and leverage the variogram function to model the characteristic to constrain deep network training. …”
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Untangling lineage introductions, persistence and transmission drivers of HP-PRRSV sublineage 8.7 by Yankuo Sun, Jiabao Xing, Samuel L. Hong, Nena Bollen, Sijia Xu, Yue Li, Jianhao Zhong, Xiaopeng Gao, Dihua Zhu, Jing Liu, Lang Gong, Lei Zhou, Tongqing An, Mang Shi, Heng Wang, Guy Baele, Guihong Zhang

“…Abstract Despite a rapid expansion of Porcine reproductive and respiratory syndrome virus (PRRSV) sublineage 8.7 over recent years, very little is known about the patterns of virus evolution, dispersal, and the factors influencing this dispersal. …”
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Spatiotemporal Analysis of Drought Variation from 2001 to 2023 in the China–Mongolia–Russia Transboundary Heilongjiang River Basin Based on ITVDI by Weihao Zou, Juanle Wang, Congrong Li, Keming Yang, Denis Fetisov, Jiawei Jiang, Meng Liu, Yaping Liu

“…A trend analysis indicated a general pattern of drought alleviation in western regions and intensification in eastern areas. …”
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Quantifying intratumoral biomarker heterogeneity in tubo-ovarian high-grade serous carcinoma to optimize clinical translation by Aline Talhouk, Derek S. Chiu, Liliane Meunier, Kurosh Rahimi, Cécile Le Page, Monique Bernard, Diane Provencher, David G. Huntsman, Anne Marie Mes Masson, Martin Köbel

“…All biomarkers showed at least substantial agreement over several spatial comparisons, with WT1, p53 and p16 showing almost perfect agreement for most spatial comparisons. …”
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Otolith chemistry suggests population heterogeneity within a genetically homogeneous Indian scad population along Indian coast by Anjaly Jose, Sandhya Sukumaran, Neenu Raj, K. Nisha, Eldho Varghese, S. J. Laly, Satyen Kumar Panda, Subal Kumar Roul, P. Abdul Azeez, Shoba Joe Kizhakudan, A. Gopalakrishnan

“…This basic information on spatial ecology is required for formulating effective management and conservation strategies for the species.…”
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Modelling desert dune fields based on discrete dynamics by Steven R. Bishop, Hiroshi Momiji, Ricardo Carretero-González, Andrew Warren

“…When assessing the success of such a model in capturing physical features we monitor morphology, dune growth, dune migration and spatial patterns within a dune field. Following recent advances, the proposed model is based on a discrete lattice dynamics approach with new features taken into account which reflect physically observed mechanisms.…”
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Heterogeneity and distribution characteristics of tertiary lymphoid structures predict prognostic outcome in esophageal squamous cell carcinoma by Chengjuan Zhang, Ruihua Bai, Yanping Hu, Tao Wang, Bin Ma, Junxia Zhang, Jing Yuan, Xiance Tang, He Zhang, Tingjie Wang, Yuxi Chang, Qingxin Xia, Bing Wei

“…This study aimed to characterize the spatial distribution patterns of TLSs and tumor-infiltrating lymphocytes (TILs), and to establish a refined prognostic model for ESCC patients in both surgery-only and neoadjuvant therapy cohorts.MethodsThe TLSs were quantified through microscopic evaluation and digital slide analysis and correlated with prognosis by Cox regression and Kaplan-Meier analyses. …”
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Theory-Driven EEG Indexes for Tracking Motor Recovery and Predicting the Effects of Hybridizing tDCS With Mirror Therapy in Stroke Patients by Chia-Lun Liu, Ken-Hsien Su, Yi-Shiung Horng, Chia-Ling Chen, Shou-Hsien Huang, Ching-Yi Wu

“…An individual’s spatial pattern of EEG may be effective in predicting upper extremity retention effect.…”
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Satellite-Based Assessment of Various Cloud Microphysics Schemes in Simulating Typhoon Hydrometeors by Ying Zhang, Yu Wang, Guosheng Liu, Jianping Guo, Yuanjian Yang, Rui Li, Yunfei Fu, Liping Liu

“…Moreover, ice water paths (IWPs) from all five MPS simulations are higher than those estimated from MWRI retrieval in most areas, and the spatial pattern and values of IWP for the National Severe Storms Laboratory double-moment MPS (NSSL) are much closer to those for MWRI. …”
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Perceptual-Preference-Based Touring Routes in Xishu Gardens Using Panoramic Digital-Twin Modeling by Xueqian Gong, Zhanyuan Zhu, Li Guo, Yong Zhong, Deshun Zhang, Jing Li, Manqin Yao, Wei Yong, Mengjia Li, Yujie Huang

“…Our key findings include the following: (1) Axial bimodal patterns: Type I high-frequency looping paths (27.6–68.9% recurrence) drive deep exploration, in contrast to Type II linear routes (≤0.5% recurrence), which enable intensive node coverage. (2) Layout-perception dynamics: single-axis layouts maximize behavioral engagement (DFTC), free-form designs achieve optimal emotional-cognitive integration (WTP), and multi-axis systems amplify emotional-cognitive fluctuations (SSS). (3) Spatial preference hierarchy: entrance and waterfront zones demonstrate dwell times 20% longer than site averages. …”
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MaxEnt Modeling of the Impacts of Human Activities and Climate Change on the Potential Distribution of <i>Plantago</i> in China by Da Liao, Bing Zhou, Haiyan Xiao, Yuxin Zhang, Shujian Zhang, Qitao Su, Xiaohong Yan

“…This study was conducted to elucidate the spatial distribution of <i>Plantago</i> species patterns across China and evaluate their differential responses to impending climate change and human interventions. …”
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Evaluation of Dynamic Visual Perception of Riverside Interface in Mountainous Cities from the Perspective of Boating by Dan LUO, Ruhong WEI

“…They enable the line of sight to penetrate into more urban space and enrich the changes of architectural level.ConclusionBased on what mentioned above and in combination with the current spatial situation and perception patterns, an overall optimization strategy for readability is proposed from the two aspects of rhythm control and feature optimization. …”
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Identification and Interpretation of Cultural Landscape Field from the Integral Conservation Perspective by Zhitong LIANG, Yan DU, Haiyan XIA

“…Through synthesizing theoretical postulates from multidisciplinary scholarship on spatial interpretation, this research establishes the application logic of field paradigm in spatial cognition and mechanistic explanation: Conceptual demarcation of the spatial field entity coupled with identification of its core driving forces; abstraction of operational logic encompassing participatory actor typologies and their interaction patterns; elucidation of the mechanistic relationships between constituent elements and the integral system through nodal field effects. …”
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Dynamic of community structure in middle mountain evergreen and deciduous broad-leaved mixed forest in Cenwanglaoshan by CHEN Tao1, LIANG Huolian1, HUO Chunlin1, LUO Yinghua1,2,3*

“…To analyze data from two surveys conducted in 2015 and 2022, we employed α diversity index, β diversity index, principal coordinate analysis, and spatial point pattern analysis. Our study focused on three 1 hm2 communities at different elevations to investigate changes in species composition, species diversity and structure characteristics of diameter at breast height(DBH)class while exploring the causes of tree mortality. …”
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Neuropathological stages of neuronal, astrocytic and oligodendrocytic alpha-synuclein pathology in Parkinson’s disease by Maria Otero-Jimenez, Marcelina J. Wojewska, Lawrence P. Binding, Simona Jogaudaite, Sandra Gray-Rodriguez, Alexandra L. Young, Steve Gentleman, Javier Alegre-Abarrategui

“…Astrocytic α-syn pathology was mainly centered in the amygdala and exhibited a unique stereotypical progression whilst oligodendrocytes displayed a distribution akin to the established neuronal progression pattern. SuStaIn modeling was further used to test for heterogeneity in the spatiotemporal progression, revealing that a subset of cases might follow an alternative pattern. …”
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Diversity of lithophytic moss species in karst regions in response to elevation gradients. by Yalin Jin, Xiurong Wang

“…The distribution pattern of species diversity along various elevation gradients reflects the biological and ecological characteristics of species, distribution status and adaptability to the environment. …”
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GeoViT: Mixed-Scale Transformer for Perspective Correction in Print-Cam Image Watermarking by Said Boujerfaoui, Anass Mancour-Billah, Hassan Douzi, Rachid Harba

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