The Spatiotemporal Impact of Socio-Economic Factors on Carbon Sink Value: A Geographically and Temporally Weighted Regression Analysis at the County Level from 2000 to 2020 in Chin... by Tao Wang, Qi Liang

“…The results indicate that the total carbon sink value in Fujian declined from CNY 3.212 billion in 2000 to CNY 2.837 billion in 2020, showing a spatial pattern of higher values in the southern region and lower values in the north. …”
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Impact of precipitation levels on vegetation in ecologically fragile karst areas in the Guangxi (China) karst region by Mingzhi Li, Ying Xie, Yanli Chen, Yue Zhang, Weihua Mo

“…To investigate the distribution pattern of regional rainstorm disasters and their impact on vegetation in karst regions of Guangxi, two vegetation parameters, fractional vegetation cover (FVC) and net primary productivity (NPP), are selected to analyze the spatial response characteristics and forest species from five rainfall levels: moderate rainfall, heavy rain, rainstorm, heavy rainstorm and extremely heavy rainstorm). …”
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Long axial range 3D single-particle tracking using birefringent substrates by Shuho Nozue, Rfaqat Ali, Ying Wu, Satoshi Habuchi

“…The spatial pattern of the fluorescence emitted by fluorescent nanoparticles captured at the image plane shows an axial position dependence over the tens of micrometers range due to the birefringent characteristic of the mica substrate, enabling us to localize the emitter with an accuracy better than 30 nm over an axial range of 30 µm. …”
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Evaluating the Effect of Morphologic Units on Fractional Sediment Mobility and Bedload Transport in a Small Pool‐Riffle Reach by Nisreen G. Al‐Ghorani, Marwan A. Hassan, Conor McDowell

“…Abstract This study examines the spatial pattern of fractional sediment mobility and assesses the influence of morphologic units on bedload transport in a small pool‐riffle reach with limited supply. …”
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German Renewable Energy Policies and Their Implications for Local Land Use – Maize for Biogas From 2008 - 2018 in Brandenburg by Tobia Lakes, Franziska Appel, Felipe Vergara

“…These findings offer valuable insights into the spatial patterns and drivers of biogas maize production, providing a basis for future environmental and economic research. …”
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Uncertainty-Aware Deep Learning for Robust and Interpretable MI EEG Using Channel Dropout and LayerCAM Integration by Óscar Wladimir Gómez-Morales, Sofia Escalante-Escobar, Diego Fabian Collazos-Huertas, Andrés Marino Álvarez-Meza, German Castellanos-Dominguez

“…Furthermore, LayerCAM visualizations enhanced with MCD transformed diffuse spatial activation patterns into more focused and interpretable topographies, aligning more closely with known motor-related brain regions and thereby boosting both interpretability and classification reliability across varying subject performance levels. …”
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Beat-aligned motor synergies and kinematic beat detection in street dance movements by Keli Shen, Jun-ichiro Hirayama

“…Unlike existing methods, our technique accounts for the temporal variability induced by music beats, enabling an accurate representation of dance motion patterns. The extracted motor synergies, capturing both spatial and temporal patterns across motion segments and beat durations, were analyzed to gain insights into motor coordination, consistency, similarity, and variability across different dance genres. …”
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Early signs of strong El Niño–Southern Oscillation episodes by Wenxiu Zhong, Arnold Sullivan, Gian Luca Eusebi Borzelli, Ziguang Li

“…Here, we present evidence that ENSO exhibits distinct precondition patterns in the early boreal spring. These patterns are caused by an eastward shift of the Westerly/Easterly (WW/EW) winds convergence during the early boreal spring, which results from an intensification of the WW or weakening of the EW in the preceding months. …”
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Multi-Modal Social Media Analysis via SHAP-Based Explanation: A Framework for Public Art Perception by Tianhao Guo, Zhengyang Lu, Feng Wang

“…Jiangsu Province’s rapid urbanization presents unprecedented opportunities for examining evolving cultural landscapes through public art perception patterns. We propose a multi-modal framework integrating visual and linguistic analysis: visual content undergoes ResNet-152 feature extraction and Qwen-7B-Chat captioning, while textual data is processed through hierarchical topic modeling and sentiment classification. …”
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Big Epidemiology: The Birth, Life, Death, and Resurgence of Diseases on a Global Timescale by Nicola Luigi Bragazzi, Thorsten Lehr

“…This integrative approach allows for temporal and spatial mapping of disease patterns, linking them to social upheavals, population changes, and economic transformations. …”
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Wind Power Forecasting Based on Multi-Graph Neural Networks Considering External Disturbances by Xiaoyin Xu, Zhumei Luo, Menglong Feng

“…The framework adopts a three-component architecture consisting of (1) a multi-graph convolutional network using both geographical proximity and power correlation graphs to capture heterogeneous spatial dependencies between wind farms, (2) an attention-enhanced LSTM network that weights temporal features differentially based on their predictive significance, and (3) a specialized Conv2D mechanism to identify and isolate external disturbance patterns. …”
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Studying attention to IPCC climate change maps with mobile eye-tracking. by Doga Gulhan, Bahador Bahrami, Ophelia Deroy

“…Results revealed that the upper parts of the maps, particularly the continental Europe, received significant attention, suggesting a Euro-centric bias in viewing patterns. Spatial gaze patterns were similar between single and paired conditions, indicating that the visual attributes of the maps predominantly shaped attention locations. …”
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Google Earth as a Tool for Supporting Geospatial Thinking by Allison J. Jaeger

“…Furthermore, the potential mechanisms underlying the effectiveness of this technology for supporting the development of geospatial knowledge, such as its role in facilitating data visualization and supporting student’s ability to think flexibly about spatial patterns and relations, are discussed. Finally, the limitations of the current research on Google Earth as a tool for supporting geospatial learning are discussed, and suggestions for future research are provided.…”
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Cannabis pollen dispersal across the United States by Manu Nimmala, Shane D. Ross, Hosein Foroutan

“…As a step towards assessing hemp cross-pollination risk, this study characterizes the seasonal and spatial patterns in windborne hemp pollen dispersal spanning the conterminous United States (CONUS). …”
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Relationships between gene expression and brain wiring in the adult rodent brain. by Leon French, Paul Pavlidis

“…In particular, brain regions that have similar expression profiles tend to have similar connectivity profiles, and this effect is not entirely attributable to spatial correlations. In addition, brain regions which are connected have more similar expression patterns. …”
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Research on water quality prediction of Jiangshan Port based on SCV-CBA model by Yiting Xu, Zhaoju Liu

“…CNN was employed to capture spatial patterns in the data, while BiLSTM network modelled temporal dependencies. …”
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Trajectory analysis using data mining techniques by Gary Reyes

“…The proposed approach integrates real-time data flow processing with a two-level clustering strategy to detect and analyze vehicular density patterns. The first level performs dynamic clustering of GPS locations, forming microclusters that represent spatially homogeneous traffic zones. …”
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Planning with self‑organised initiatives by Igor Tempels Moreno Pessôa

“…This thesis demonstrates that spatial fragmentation in Brazilian metropolises is not only related to spatial discontinuities, but also to socioeconomic inequalities. …”
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Integrated thermal emission microchip based on meta-cavity array by Chu Qiongqiong, Zhang Fengyuan, Zhang Ye, Qiao Tong, Zhu Shining, Liu Hui

“…Furthermore, polarization, wavelength and spatial multiplexing thermal emission with high spatial resolution is also experimentally demonstrated utilizing nanohole patterns. …”
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Hierarchical Characteristics and Proximity Mechanism of Intercity Innovation Networks: A Case of 290 Cities in China by Xianzhong Cao, Gang Zeng, Lan Lin, Lin Zou

“…The results reveal that, first, the hierarchical characteristics of Chinese cities’ innovation networks reflect a core periphery structure and the spatial patterns of large dispersion and small agglomeration. …”
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