Inferring Polluted Asian Absorbing Aerosol Properties Using Decadal Scale AERONET Measurements and a MIE Model by Shuo Wang, Xinying Wang, Jason Blake Cohen, Kai Qin

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Palsa mires of the Northern Hemisphere: environmental characteristics, degradation, and morpho-ecological state by Oona Leppiniemi

“…To achieve this, the thesis employs a multi-scale approach, integrating remote sensing data and statistical modelling across spatial scales ranging from circumpolar to local. …”
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Concept and Characteristic of Urban Landscape Layering, and Design Approach Towards Urban Regeneration by Jinyu ZHANG, Yuan XU, Yufan ZHU

“…From a layering perspective, landscape is a spatial entity with both synchronic and diachronic characteristics, covering broader spatial scales and temporal dimensions. …”
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WEDM: Wavelet-Enhanced Diffusion with Multi-Stage Frequency Learning for Underwater Image Enhancement by Junhao Chen, Sichao Ye, Xiong Ouyang, Jiayan Zhuang

“…Most existing methods focus on spatial-domain processing, often neglecting the frequency-domain characteristics that are crucial for effectively restoring textures and edges. …”
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Spatial patterns, factor identification, and ethnic differences: a study of traditional villages in the Yuan River Basin based on geographical detectors by Chuanbiao Ding, Yongqi Zhao

“…Through this study, we were able to quantify the influences of the natural environment, the economy, and culture on the distribution of traditional villages. In uncovering the spatial distribution patterns of traditional villages and the characteristics of ethnic agglomeration at the watershed scale, we have laid the foundation for the scientific research and protection of traditional villages in multi-ethnic areas of the YRB.…”
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A New Earth System Spatial Grid Extending the Great Circle Arc QTM: The Spherical Geodesic Degenerate Octree Grid by Yilin Ren, Mengyun Zhou, Aijun Zhong

“…The subdivision of SGDOG is simple and clear, and has multi-level characteristics. The experimental results demonstrate that the SGDOG has advantages of simple spatial relationships, convergent volume distortion, and real-time encoding and decoding. …”
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Generic Method for Social–Environmental System Boundary Delineation—An Amalgamation of Spatial Data Integration, Optimization, and User Control for Resource Management by Mohammad Shahriyar Parvez, Xin Feng

“…Despite its significance, existing SES delineation methods often rely on subjective judgment and struggle with the non-linear, multi-scale nature of SES data, leading to challenges in effective resource management and policymaking. …”
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Dynamic evolution and network structure characteristics of the wellbeing eco-efficiency of cities in the Yellow River Basin, China by Meixia Wang, Qingyun Zheng, Li Liu

“…The inter-regional differences and hypervariable density are the main sources of spatial differences. Third, the YRB has broken the geographical location restrictions and formed a multi-threaded complex network form. …”
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Soil moisture estimation using multi linear regression with terraSAR-X data by G. García, M. Brogioni, V. Venturini, L. Rodriguez, G. Fontanelli, E. Walker, S. Graciani, G. Macelloni

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Dual-stream interactive mechanism with multi-modal hierarchical aggregation transformer for gait recognition by Jinghang Liu, Xiangyuan Xu, Yan Qiu, Chunzhi Wang

“…The DSM component facilitates effective spatial feature interaction and enhancement through bidirectional computational exchange and adaptive scaling between feature streams, enabling comprehensive capture of long-range dependencies in feature maps and strengthening representational capacity of each modality. …”
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A Local Enhancement Method for Large-Scale Building Facade Depth Images using Densely Matched Point Clouds by Jiao Guo, Ke Li, Hao Xu

“…In recent years, laser scanning systems have been widely used to acquire multi-level three-dimensional spatial objects in real time. …”
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Adaptive Global Dense Nested Reasoning Network into Small Target Detection in Large-Scale Hyperspectral Remote Sensing Image by Siyu Zhan, Yuxuan Yang, Muge Zhong, Guoming Lu, Xinyu Zhou

“…This algorithm integrates spatial, spectral, and domain knowledge to enhance the detection accuracy of small and dim targets in large-scale environments and simultaneously enables reasoning about target categories. …”
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Characteristics of Microbial Diversity and Metabolic Versatility in Dynamic Mid-Okinawa Trough Subsurface Sediments by Youzhi Xin, Tao Zhang, Ye Chen, Linqiang Wu, Chengzhu Jiang, Nengyou Wu

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A spatial matrix factorization method to characterize ecological assemblages as a mixture of unobserved sources: An application to fish eDNA surveys by Letizia Lamperti, Olivier François, David Mouillot, Laëtitia Mathon, Théophile Sanchez, Camille Albouy, Loïc Pellissier, Stéphanie Manel

“…These sources, in turn, represent taxonomic units sharing similar habitat properties or characteristics. The method aims to reduce the multi‐taxa composition structure into a low number of dimensions defined by these sources. …”
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Le vignoble d’Azay-le-Rideau (XVIIe-XXIe siècles). À la recherche de facteurs de dynamiques spatiales by Adrien Lammoglia, Samuel Leturcq

“…As part of the regional program, VitiTerroir, the ultimate goal is to multiply studies and integrate different factors analysed in a multi-agent model to simulate the dynamics of the regional vineyards at different temporal and spatial scales.…”
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Multi-source Data-driven Analysis of Deformation and Influencing Factors for Expansive Soil Canal Slopes by ZHANG Yuhan, HU Jiang, LI Xing

“…This study integrates Small Baseline Subset InSAR (SBAS-InSAR) with traditional deformation monitoring techniques to acquire multi-scale deformation data, enabling analysis from broad areas to localized sections. …”
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Effectiveness Model of Coastal Forest in Pananjung Nature Reserve, Pangandaran as Tsunami Buffer by Denni Susanto, Lies Rahayu Wijayanti Faida, Sunarto Sunarto

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Characteristics of Regional Hourly Extreme Precipitation With Different Durations Over the Northeast Plain, China During Summer by Yaxin Yu, Xiaoke Xu, Qi Yan, Jinglong Lu, Yue Yu

“…This study investigates the spatial, diurnal, sub‐seasonal and long‐term trend characteristics of REPE over NPC in the summer of 2000–2020 based on the Multi‐satellite Retrievals precipitation data GPM‐IMERG. …”
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Computational Analysis Method for Multi-subject Behavior in Public Spaces Based on Targeted Computer Vision Tracking by Chao YAN, Siyan LIU, Shanshu HE, Leiqing XU

“…Correlation analyses and interpretations of these metrics reveal the interaction patterns between children and parents and their relationship with the spatial morphological layout.ResultsThe computational analysis method for multi-subject behavior enables long-term, large-scale behavioral data collection and analysis for different crowd categories. …”
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MVT-Net: A novel cervical tumour segmentation using multi-view feature transfer learning. by Yao Yao, Yunzhi Chen, An Yang, Ye Ye, Lichun Wei, Shuiping Gou, Hua Yang

“…A transfer learning strategy is employed to extract diverse tumour-related information from multiple perspectives. In addition, a multi-scale residual blocks and a multi-scale residual attention blocks are embedded in the 3D network to effectively capture feature correlations across channels and spatial positions. …”
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