The Spatial Relationship Characteristics and Differentiation Causes Between Traditional Villages and Intangible Cultural Heritage in China by Xinyan Qian, Yi Yu, Runjiao Liu

“…Existing research shows deficiencies in quantitative analysis, multidimensional driving mechanism interpretation, and spatial heterogeneity identification. This study establishes a three-phase framework (“spatial pattern identification–spatial relationship analysis–impact mechanism assessment”) using nationwide data encompassing 8155 TVs and 3587 ICH elements. …”
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Rural Landscape Characters and Spatial Correlation Mechanism in the Tiaoxi River – Canal Basin in Zhejiang Province by Lin ZHANG, You ZUO, Binyi LIU

“…And significant region − basin differences are explored from the perspectives of spatial proportion, layout pattern, and coupling relationship. …”
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Spatial Relationships and Driving Mechanisms of Ecosystem Health in Urbanization: A Case Study of Wuhan, China by Qiaoling Luo, Xi Wang, Junfang Zhou, Mingxing Liu, Jiayu Rong

“…The findings reveal a spatial distribution pattern characterized by lower EH levels in central areas and higher EH levels in periphery areas, with a notable negative spatial correlation between EH and urbanization. …”
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An Analytical Study On Rural Settlements Spatial Distribution Using GIS With Emphasis On Environmental Factors And Through )A Case Study On Doroh Rural District, Sarbisheh Township... by Mahmoud Moradi, Hamid Alizadeh

“…Given the variety of environmental and ecological factors on the one hand, and the effect of social- economic and political conditions on the other, rural settlements in Iran have a particular spatial distribution. The natural parameters have been considered as influential factors contributing to the stabilization and spatial distribution patterns of population and rural settlements. …”
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Accounting for temporal and spatial autocorrelation to examine the effects of climate change on vegetation greenness trend in China by Lingwei Chen, Likai Zhu, Cuiyutong Yang, Zizhen Dong, Rui Huang, Jijun Meng, Min Liu

“…The common practice to detect and explain greenness pattern from remote sensing time series is mostly based on pixel-by-pixel analysis, which often fails to account for spatial autocorrelation and may lead to spurious patterns. …”
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Contrasting spatial variations between above and below-ground net primary productivity in global grasslands by Ying Hu, Yue Yang, Yu Wei, Xiaozhen Li, Yue Jiao, Jiapei Liao, Ruiyu Fu, Lichong Dai, Zhongmin Hu

“…Grassland net primary productivity (NPP) plays a crucial role in global terrestrial carbon cycle and carbon balance. However, the spatial pattern and influencing factors of NPP and its components, especially the belowground net primary productivity (BNPP) remain unclear. …”
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The Spatial-Temporal Evolution on County Accessibility and Economic Impact of Baoding High-Speed Railway Network by Lei Qi, Fei Yu, Fangfang Zhang

“…The accessibility modifications and evolution of the spatial distribution pattern of economic activity in the Baoding region as a result of the high-speed railway (HSR) construction are analyzed at multiscale. …”
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Improving crop rotation classification using a random forest model incorporating spatial heterogeneity by Xiaomi Wang, Qi Tang, Kang Yang

“…Crop growth conditions generally exhibit a strong spatial heterogeneity pattern, resulting in crop growth characteristics varying with locations, limiting the classification accuracy of crop rotation. …”
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Single-Shot, Monochrome, Spatial Pixel-Encoded, Structured Light System for Determining Surface Orientations by Ahsan Elahi, Qidan Zhu, Jun Lu, Umer Farooq, Ghulam Farid, Muhammad Bilal, Yong Li

“…This study introduces a technique for determining surface orientations by projecting a monochrome, spatial pixel-encoded pattern and calculating the surface normals from single-shot measurement. …”
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Multi-Criteria Decision-Making Scenario Insights into Spatial Responses and Promotion Under Ecosystem Services by Jingya Liu, Keyu Qin, Yu Xiao, Gaodi Xie

“…Combining the protection efficiency of different areas, it proposes a spatial pattern promotion scheme. The research indicates significant spatial differences in ecosystem services without clear trade-offs and synergies. …”
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Spatial heterogeneity and interacting intensity of drivers for trade-offs and synergies between carbon sequestration and biodiversity by Shuaiqi Yang, Shuangyun Peng, Xiaona Li, Xiaoyan Wei, Yingying Pan, Yuanmei Jiao

“…The interaction patterns among drivers presented a “topography➙climate↔human activity↔distance➙soil” structure, where human activity interacted bidirectionally with other factors, with the strongest interaction occurring between climate factors and human activity. …”
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A Space-Frequency Data Compression Method for Spatially Dense Laser Doppler Vibrometer Measurements by José Roberto de França Arruda, Sérgio Augusto Vianna do Rio, Luiz Antonio Silva Bernardes Santos

“…A reduced and smoothed model, which takes advantage of the sinusoidal spatial pattern of structural mobility shapes and the polynomial frequency-domain pattern of the mobility shapes, is obtained. …”
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Spatial Characteristics and Factors Influencing the Rural Development Level of Chinese Counties on the Basis of Point Data by Min Zhao, Qi Chen, Jun Zhang, Qianwen Xu, Peng Li

“…The results reveal that the characteristic points of rural development present a “polarized” pattern along the Hu Huanyong Line, with four agglomeration cores in Southeast China. …”
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Integrated Analysis by Geophysical and Spatial Data to Identify the Formation of Kepuhlegundi Hot Spring on Bawean Island by Rafi Muhammad Erfand Dzulfiqar, Fajar M Haris Miftakhul, Ulumuddin Faqih, Purwanto M Singgih

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ClusterRadar: An interactive web-tool for the multi-method exploration of spatial clusters over time. by Lee Mason, Blánaid Hicks, Jonas S Almeida

“…Spatial cluster analysis is crucial for understanding localized patterns in geospatial data, with wide-ranging applications for scientific discovery and decision-making. …”
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Spatial distribution and risk assessment of heavy metal pollution at a typical abandoned smelting site by Wu Xia, Zhang Zhao, Zhang Ke-neng, Liu Ze-yu, He Yong, Wang Hui-min

“…The distribution of heavy metals exhibited a noticeable 'patchy aggregation' pattern and a significantly spatial heterogeneity. …”
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Unveiling the dynamic flows and spatial inequalities arising from agricultural methane and nitrous oxide emissions by Fan Zhang, Yuping Bai, Xin Xuan, Ying Cai

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The Spatial Effect of Digital Economy Enabling Common Prosperity—An Empirical Study of the Yellow River Basin by Mu Yang, Qiguang An, Lin Zheng

“…The development pattern of common prosperity has changed from sporadic distribution to regional agglomeration, and the level of common prosperity in most cities has improved. (2) The digital economy has a significant positive spatial effect on common prosperity. …”
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The Pandemic COVID-19 Infection Spreading Spatial Aspects: A Network-Based Software Approach by Basim Mahmood, Marwah Dabdawb

“…In this article, we investigated the impact of the spatial aspects and the movement patterns on COVID-19 infection spreading. …”
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Unraveling the spatial distribution and influencing factors of 'Bengke' traditional houses in Luhuo County, Western Sichuan. by Siwei Yu, Ding Fan, Ma Ge, Zihang Chen

“…The study utilizes spatial statistical methods, including Average Nearest Neighbor Analysis, Getis-Ord Gi*, and Kernel Density Estimation, to identify significant clustering patterns of Bengke architecture. …”
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