Temporal Trends in Biodiversity Intactness Vary with Baseline Levels Across Regions and Climates by Naiyi Liu, Yunhe Wu, Wenbo Li, Zihan Liu

“…Using annual BII time series data from 2000 to 2020, we assess the global spatial patterns of BII magnitude and trend, as well as their relationship. …”
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Spatiotemporal Analysis of B-Value at Mount Slamet (2014–2023) by Ika Maulita, Sugito Sugito, Lusia Silfia Pulo Boli

“…These spatial patterns align with geological features, highlighting zones of intense tectonic and magmatic interactions. …”
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Silicosis mortality in Spain (1999–2020): A temporal and geographical approach by Germán Sánchez-Díaz, Greta Arias-Merino, Elisa Gallego, Rodrigo Sarmiento-Suárez, Verónica Alonso-Ferreira

“…Our aim in this study was to assess the temporal and spatial distribution of mortality due to this disease over a 22-year period in Spain. …”
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Space Gene Quantification and Mapping of Traditional Settlements in Jiangnan Water Town: Evidence from Yubei Village in the Nanxi River Basin by Yuhao Huang, Zibin Ye, Qian Zhang, Yile Chen, Wenkun Wu

“…The results showed that (1) the settlement is a “three mountains and one water” pattern, with cultivated land accounting for 37.4% and forest land accounting for 34.3% of the area within the 500 m buffer zone, while the landscape spatial diversity index (LSDI) is 0.708. (2) The boundary morphology is compact and agglomerated, and locally complex but overall orderly, with an aspect ratio of 1.04, a comprehensive morphological index of 1.53, and a comprehensive fractal dimension of 1.31. (3) The settlement is a “clan core–radial lane” network: the global integration degree of the axis to the holy hall is the highest (0.707), and the local integration degree R3 peak of the six-room ancestral hall reaches 2.255. …”
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STGATN: a wind speed forecasting method based on geospatial dependency by Xingtong Ge, Ling Peng, Yi Yang, Cang Qin, Jiahui Chen, Hongze Liu, Zhaobo Li

“…Second, a self-attention mechanism captures complex spatial dependency patterns between areas caused by factors such as terrain and surface pressure, breaking through the limitations of traditional methods that rely solely on spatial distance. …”
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Geospatial Clustering in Smart City Resource Management: An Initial Step in the Optimisation of Complex Technical Supply Systems by Aliaksey A. Kapanski, Roman V. Klyuev, Aleksandr E. Boltrushevich, Svetlana N. Sorokova, Egor A. Efremenkov, Anton Y. Demin, Nikita V. Martyushev

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Impacts of Anthropogenic Emission Change Scenarios on U.S. Water and Carbon Balances at National and State Scales in a Changing Climate by L. Zhang, K. Duan, Y. Zhang, G. Sun, X. Liang

“…The ecohydrological modeling in California and North Carolina based on 4‐km resolution meteorological data in 2050 and 2005 shows varying changes in magnitudes and spatial patterns compared to results based on 36‐km resolution meteorological data. …”
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NEUROPHYSIOLOGICAL AND PSYCHOPATHOLOGICAL ASPECTS OF EPILEPSY IN ELDERLY by V. A. Mikhailov, A. K. Druzhinin, M. Ya. Kissin, A. L. Gorelik, V. V. Bocharov

“…Neurophysiological constants of the usual analysis of the EEG in this age group of patients is quite contradictory and inconclusive.Objective: to determine the most specific EEG-patterns, according to the spectral analysis of coherence and capacity in patients with epilepsy elderly, to identify correlations and neurophysiological data of emotional-affective disorders.Materials and methods: we Studied 182 patients older, and of these, 142 respectively with the effects of organic lesions of the brain, in 101 patients the disease was complicated by symptomatic epilepsy local. …”
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STA-AgriNet: A Spatio-Temporal Attention Framework for Crop Type Mapping from Fused Multi-Sensor Multi-Temporal SITS by Jayakrishnan Anandakrishnan, Venkatesan Meenkaski Sundaram, Prabhavathy Paneer

“…The spectral spatial feature mapper (SSFM), mixed parallel spatial attention (MPSA), and spatio-temporal attention mapper (STAM) modules of the STA-AgriNet extract key classification-defining, discriminative patterns for semantic segmentation. …”
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Asymmetric effects of natural and socioeconomic factors on PM2.5 pollution in Chinese counties by Biao Sun, Jihong Li

“…Abstract With rapid urbanization intensifying air pollution, especially PM2.5, which poses a serious threat to public health, clarifying its spatial differentiation patterns and driving mechanisms is of great practical significance. …”
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Biosynthesis-based metabolomics analysis reveals chemical diversity between two Salvia species by Feiyan Wang, Chenyi Li, Haizheng Yu, Dongfeng Yang, Ji Ye, Lei Zhang, Lei Zhang

“…Herein, FlavourSpec® combined with spatial metabolomics was used to explore the distribution patterns of secondary metabolites including volatile and non-volatile components. …”
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Human-based metaheuristics and non-parametric learning for groundwater-prone area mapping by Seyed Vahid Razavi-Termeh, Abolghasem Sadeghi-Niaraki, Seyedeh Zeinab Shogrkhodaei, Biswajeet Pradhan, Soo-Mi Choi

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Multi-photon neuron embedded bionic skin for high-precision complex texture and object reconstruction perception research by Hongyu Zhou, Chao Zhang, Hengchang Nong, Junjie Weng, Dongying Wang, Yang Yu, Jianfa Zhang, Chaofan Zhang, Jinran Yu, Zhaojian Zhang, Huan Chen, Zhenrong Zhang, Junbo Yang

“…Attributable to the complex distribution of tactile vesicles under the skin and the ability of the brain to process specific tactile parameters (shape, hardness, and surface texture), human skin can have the capacity for tactile spatial reconstruction and visualization of complex object geometry and surface texture. …”
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Has the matching between urban population aging and older adult care facilities achieved coupling coordination?—An empirical analysis based on spatiotemporal evolution and multifac... by Q. Liu, Q. Liu, S. L. Zhao, Y. F. Li

“…The aging population has become a global socio-economic challenge, particularly in economically underdeveloped regions, where it profoundly impacts the allocation of medical resources, social security systems, and land use patterns. However, existing research has paid insufficient attention to the coordination between population aging and the spatial distribution of older adult care facilities, making it difficult to provide scientific evidence for optimizing regional older adult care resources. …”
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Accuracy and consistency assessment of forest cover datasets: a comparative study of two provinces in China by Kailin Zhu, Kailin Zhu, Kailin Zhu, Dongfang Lin, Dongfang Lin, Dongfang Lin, Haiqiang Fu, Tao Zhang, Defang Li, Xuan Wang, Xuan Wang, Xuan Wang, Yongsheng Liu, Yongsheng Liu, Yongsheng Liu

“…Through confusion analysis of classification in low-consistency areas, the study identifies the confusion patterns between forests and other land cover types in different regions. …”
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β-diversity of the herbaceous layer plant communities in natural forests and its influencing factors in Henan Province by MENG Wei1,2, DU Xiaojun2,3*, JIAO Zhihua4, GAO Xianming2, LIU Longchang1*, WANG Yu1

“…It analyzed the β-diversity patterns of herbaceous layer in natural forests in Henan Province using Jaccard dissimilarity index, variance partitioning and other methods, and quantified the relative contributions of influencing factors such as spatial distance, environmental factor, and species richness to its β-diversity. …”
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Urban vitality transfer: Analysis of 50 factors based on 24-h weekday activity in Nanjing by Zhenyu Wang, Weixing Xu, Yida Liu, Beibei Liu, Ling Zhu

“…Spatial dependence decay patterns were detected using residual clustering relationships, and the LightGBM model was used to explore the relationship between vitality transfer and 50 factors in five categories: transportation, function, economy, morphology, and geography. …”
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Watershed: a more efficient sampling unit for mountain camera traps by Jun-Jie Li, Yi-Hao Fang, Ji-Cong Zhan, Xue-Jun Yang, Can-Bin Huang, Yan-Peng Li, Kun Tan, Zhi-Pang Huang, Liang-Wei Cui, Wen Xiao

“…Results reveal higher CR, species richness, and habitat heterogeneity in the watershed pattern. The elevation gradient pattern shows more stable species and RAI than the grid pattern. …”
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Building a continental area: identities, differences and urban developments in Europe by Christian Vandermotten

“…The extent of the disparity in economic terms between this area and Western Europe is a particularly daunting challenge, given the fact that the populations in Centre-Eastern and Eastern Europe share the same identity and references points as those in Western Europe.Europe, regional diversity, spatial production, population pattern, towns…”
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Effect of Random Distribution of Initial Imperfection Curvature on The Bearing Capacity of Double -Layer Flat Grids With Different Configurations by Arash Bayat, Hamidreza Ashrafi

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