Spatial mismatch and drivers of carbon sequestration services supply-demand in China by Qi Pang, Jie Xu, Ying Zhou, Meixin He

“…The supply–demand ratio index (SDI) and Local Indicators of Spatial Association (LISA) were employed to analyze the spatial distribution and intensity of the supply–demand relationship. …”
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A flexible multi-scale spatio-temporal modeling approach for disentangling meteorological and anthropogenic drivers of air pollution by Dongyang Yang, Guanpeng Dong

“…Spatial dependencies and structured spatial heterogeneity at each spatial scale are captured using conditional autoregressive models, while temporal autoregressive processes capture stochastic dynamics. …”
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Impact of Multiscale Heterogeneous Sediments and Boundary Conditions on Dispersivity Spatial Variations by Ziqi Ma, Linlin Qi, Zhenxue Dai, Zhijie Yang, Yue Ma, Dayong Wang, Kenneth C. Carroll, Mohamad Reza Soltanian

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A Surrogate Model for the Rapid Prediction of Factor of Safety in Slopes with Spatial Variability by Xitailang Cao, Shan Lin, Miao Dong, Quanke Hu, Hong Zheng

“…Due to the complexity and long-term nature of geological evolution, geotechnical strength parameters exhibit significant spatial variability, which has a crucial impact on slope stability assessment. …”
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Wolverines use spatial memory to plan efficient routes through rugged terrain by Thomas W. Glass, Jeffery P. Copeland, Lucretia E. Olson, John S. Waller, John R. Squires

“…Conclusions Our findings provide a template for evaluating how free-living animals recall the world beyond their perceptual range, offer a window into the cognitive mechanics underpinning navigation for this species, and support adding wolverines to the primate-dominated list of species with complex spatial memory.…”
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Identifying cell types from spatially referenced single-cell expression datasets. by Jean-Baptiste Pettit, Raju Tomer, Kaia Achim, Sylvia Richardson, Lamiae Azizi, John Marioni

“…To this end we have developed a clustering method that uses a Hidden Markov Random Field (HMRF) model to exploit both quantitative measures of expression and spatial information. …”
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Navigating by Design: Effects of Individual Differences and Navigation Modality on Spatial Memory Acquisition by Xianyun Liu, Yanan Zhang, Baihu Sun

“…Audio navigation mode led to better performance in tasks involving complex spatial decisions, such as turn intersections and recognizing the order. …”
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Gradient boosting reveals spatially diverse cholesterol gene signatures in colon cancer by Xiuxiu Yang, Debolina Chatterjee, Justin L. Couetil, Ziyu Liu, Valerie D. Ardon, Chao Chen, Jie Zhang, Kun Huang, Kun Huang, Kun Huang, Travis S. Johnson, Travis S. Johnson, Travis S. Johnson

“…Interestingly, both these significant genes are expressed in tissues other than the tumor itself, highlighting the complex interplay between the tumor and microenvironment, and that druggable targets may be found in the ability to modify how “normal” tissue interacts with tumors.…”
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Spatial interpolation of health and demographic variables: Predicting malaria indicators with and without covariates. by Camille Morlighem, Chibuzor Christopher Nnanatu, Corentin Visée, Atoumane Fall, Catherine Linard

“…Increasing the complexity of the models did not always improve predictive performance, e.g., thin plate splines sometimes outperformed random forest or Bayesian geostatistical models. …”
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Optimized Design of Distributed Generalized Reed-Solomon Coded Generalized Spatial Modulation by C. L. Zhao, F. F. Yang, H. J. Xu

“…When the GRS codes at the source and relay have large information lengths, the OISS algorithm possesses high complexity. Thus, a low-complexity optimized information symbol selection (LC-OISS) algorithm by incomplete search is put forward. …”
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SIR Coverage Analysis in Multi-Cell Downlink Systems With Spatially Correlated Queues by Xiaozhou Zhang, Howard H. Yang, Xiaofang Sun, Gang Zhu, Tony Q. S. Quek, Zhangdui Zhong

“…Then, by taking into account the impact of spatially queueing interactions among BSs, we focus on the steady status of the queues and introduce a two-queue-length approximated model for the system. …”
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Partial immunity of two-photon correlation against wavefront distortion for spatially entangled photons by Kiran Bajar, Rounak Chatterjee, Vikas S. Bhat, Sushil Mujumdar

“…While the effect of disorder on spatially entangled photons in the near field of the crystal is well understood, the impact of disorder in the far field is more complex. …”
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3D Gaussian Splatting aided Localization for Large and Complex Indoor-Environments by V. Ress, J. Meyer, J. Meyer, W. Zhang, D. Skuddis, U. Soergel, N. Haala

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The Impact of Selective Spatial Attention on Auditory–Tactile Integration: An Event-Related Potential Study by Weichao An, Nan Zhang, Shengnan Li, Yinghua Yu, Jinglong Wu, Jiajia Yang

“…We investigated the influence of attention on the temporal course and spatial distribution of auditory–tactile integration. …”
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Space complexity and human interactions in bank erosion-induced relocated settlements by Nilanjana Biswas, Sayani Mukhopadhyay

“…The findings reveal that the existing nature of social segregation and a complex spatial interaction have developed a sense of brotherhood among the displaced families which has characterised the spatial setup regarding settlement growth. …”
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Stability of soil-rock mixture slopes based on random field theory by Hongguang BIAN, Shun WANG, Haishan MA, Peng XIN

“…The extensive distribution and complex material composition of soil-rock mixture slopes in China have attracted significant attention from scholars. …”
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More Efficient Prediction for Ordinary Kriging to Solve a Problem in the Structure of Some Random Fields by Mohammad Mehdi Saber, Ramy Abdelhamid Aldallal

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Effects of Sheep Manure Combined with Chemical Fertilizers on Maize Yield and Quality and Spatial and Temporal Distribution of Soil Inorganic Nitrogen by Chun Yang, Wenbin Du, Lili Zhang, Zhaorong Dong

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Spatial analysis of air pollutant exposure and its association with metabolic diseases using machine learning by Jingjing Liu, Chang Liu, Zhangdaihong Liu, Yibin Zhou, Xiaoguang Li, Yang Yang

“…Conclusion The ASEMD pipeline successfully integrates ML models, epidemiological methods, and spatial analysis techniques, providing a robust framework for understanding the complex interactions between APs and MDs. …”
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Spatial distribution of microplastics in Mollisols of the farmland in Northeast China: the role of field management and plastic sources by Pengke Yan, Shaoliang Zhang, Hao Xing, Sihua Yan, Xiaoguang Niu, Jiuqi Wang, Qiang Fu, Muhammad Aurangzeib

“…The abundance of MPs was higher in the 20–30 cm soil layer near the irrigation wells than in the 0–20 cm soil layer, and the spatial distribution of MPs was random in both layers. …”
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