Effects of landscape‐scale forest change on the range contraction of ruffed grouse in New York State, USA by William F. Porter, Marta A. Jarzyna

“…We hypothesized that range contraction of grouse in New York State was associated with broad‐scale spatial patterns relating to forest maturation and that these patterns would be evident at the landscape scale. …”
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Generative Adversarial Network for Real‐Time Flash Drought Monitoring: A Deep Learning Study by Ehsan Foroumandi, Keyhan Gavahi, Hamid Moradkhani

“…Evaluation metrics further underscore that the developed GAN successfully identifies both fine‐ and coarse‐scale spatial drought patterns and abrupt changes in the SSI temporal patterns that is important for flash drought identification.…”
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Optimized Demand Forecasting for Bike-Sharing Stations Through Multi-Method Fusion and Gated Graph Convolutional Neural Networks by Hebin Guo, Kexin Li, Yutong Rou

“…A detailed analysis of the temporal, spatial, and user-related factors is conducted to examine how these features interact and shape demand patterns in the bike-sharing network. …”
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Bayesian spatio-temporal conditional autoregressive localized modeling techniques for socioeconomic factors and stunting in Indonesia by Aswi Aswi, Septian Rahardiantoro, Anang Kurnia, Bagus Sartono, Dian Handayani, Nurwan Nurwan

“…Spatio-temporal clustering patterns and the estimated relative risks of stunting varied across Indonesian provinces from 2020 to 2022. …”
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Cooling the land surface: Ecosystem health and water availability drive the landscape capacity to mitigate climate change by Jana Müllerová, Erik Šiffel

“…The study indicates that in complex landscapes, LST data of high spatial and temporal resolution is necessary to disentangle local patterns and environmental drivers. …”
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Anticipating climate change-related mobility in Karachi and Ho Chi Minh City: lessons from a hybrid foresight approach by Aaron Martin, Boukje Kistemaker, Beth Allen, Bryan Jones

“…Focusing on Karachi and Ho Chi Minh City, the project estimated temporal and spatial mobility patterns under different climate change scenarios and evaluated the impact of such in-migration across key social, political, economic, and environmental domains. …”
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Prognostic and therapeutic potential of disulfidptosis-related genes in colon adenocarcinoma: a comprehensive multi-omics study by Ye Song, Haoran Zhu, Junyang Wei, Shanxue Yin

“…Single-cell analysis revealed distinct spatial distribution patterns between T cells and epithelial cells. …”
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A new data-driven paradigm for the study of avian migratory navigation by Urška Demšar, Beate Zein, Jed A. Long

“…These open data, combined with a data-driven exploratory approach using data mining, machine learning and artificial intelligence methods, can support identification of unexpected patterns during migration, and lead to a better understanding of multi-modal navigational decision-making across different spatial and temporal scales.…”
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Validation of Antenna Modeling Methodology in IMT-Advanced Channel Model by Jianhua Zhang, Chun Pan

“…Second, the CIRs are reconstructed from the available IMT-Advanced channel model with field patterns of the practical antennas and updated spatial parameters extracted from the similar scenario measurements. …”
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The characteristics of rural sunroom residences on the Tibetan Plateau: the role of sunrooms, their integration, and impact on functional arrangement by Luyao Chen, Daisuke Sumiyoshi, Matheus Cordeiro, En Li

“…As new residential components, they have brought about changes in the spatial order and usage patterns of housing in various aspects. …”
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Research on Site Selection and Capacity Determination of Electric Vehicle Public Charging Stations by Integrating K-Means++ and Improved RODDPSO by B. Huang, Z. Wang, J. Chen, B. Zhou, Y. Zhu, Y. Liu

“…The advancements provide both methodological contributions to spatial optimization algorithms and practical insights for urban EV infrastructure planning.…”
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Individual-Based Model of Microbial Life on Hydrated Rough Soil Surfaces. by Minsu Kim, Dani Or

“…The model provides new insights into mechanisms affecting microbial community dynamics and gives rise to spontaneous formation of microbial community spatial patterns. The framework is capable of representing many interacting species and provides diversity metrics reflecting surface conditions and their evolution over time. …”
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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

“…Traditional denoising methods often fail to address the complex noise patterns in such scenarios, which can adversely affect feature encoding and subsequent processing tasks. …”
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From fragments to system: a research on the mesoscale structure of vernacular landscapes in the Hang-Jia-Hu area, China by Yipeng Wang

“…Analyzing and understanding these structures can help reveal spatial patterns and intrinsic mechanisms of vernacular landscapes and provide reference for contemporary rural construction. …”
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Variability of marine heatwaves’ characteristics and assessment of their potential drivers in the Baltic Sea over the last 42 years by Behzad Bashiri, Amirhossein Barzandeh, Aarne Männik, Urmas Raudsepp

“…Northern Hemisphere teleconnections exhibit stronger correlations with MHWs in the Baltic Sea compared to global-scale climate oscillations, with the Eastern Atlantic pattern having a particularly significant effect on MHW variability in the region.…”
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Anos-padrão e tendências da precipitação pluvial na região do Médio Solimões, Amazonas, Brasil by Natacha Cíntia Regina Aleixo, João Cândido André da Silva Neto

“…It is concluded that the rainfall trend in the Middle Solimões did not demonstrate a predominant spatial pattern in the period analyzed except in a few individual seasons, but it demonstrated the greater presence in the last decade of standard dry and dry years…”
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Creating the funerary landscape of Eastern Sudan. by Stefano Costanzo, Filippo Brandolini, Habab Idriss Ahmed, Andrea Zerboni, Andrea Manzo

“…The wealth of generated information was employed to decipher the spatial arrangement of sites and monuments using Point Pattern Analysis. …”
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Spatiotemporal Evolution and Influencing Factors of Ecological Civilization Construction in China by Mei Gai, Xiuqi Wang, Changli Qi

“…During the study period, the construction of ecological civilization in China generally fluctuated; the spatial differentiation pattern of the eastern region was more developed than that of the central region, which was more developed than that of the western region. …”
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Distribution of Pyrogenic Carbon in the Soil of a Cold Temperate Coniferous Forest 13 Years After a Severe Wildfire by Lina Shi, Yuanchun Peng, Xingyu Hou, Yun Zhang

“…Our findings indicate that PyC is predominantly concentrated in coarse sand and silt particles. The spatial pattern of PyC is significantly influenced by the differentiation in topography, soil layer depth, and particle size. …”
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Quantitative sub-ice and marine tracing of Antarctic sediment provenance (TASP v1.0) by J. W. Marschalek, E. Gasson, T. van de Flierdt, C.-D. Hillenbrand, M. J. Siegert, M. J. Siegert, L. Holder

“…The ice sheet model is used to estimate the spatial pattern of erosion potential and to trace ice flow pathways. …”
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