Land use/cover change simulation research: A system literature review based on bibliometric analyses by Meili Chen, Narimah Samat, Mohammad Javad Maghsoodi Tilaki, Liyuan Duan

“…Key developments encompass spatiotemporal pattern analysis, driving mechanism analysis, simulation model analysis, and comprehensive application analysis. …”
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Dynamics of HLB Transmission: Integrating Saturated Removal and Vector Bias in Spatial/Non-Spatial Models by Yang Liu, Yirong Gao, Fumin Zhang, Shujing Gao

“…This investigation develops an innovative compartmental framework that simultaneously incorporates two critical factors in HLB epidemiology: saturated removal rates of infected citrus trees and behavioral bias in vector movement patterns. Our study delves into the dynamics of non-spatial systems by analyzing the basic reproduction numbers, equilibria, bifurcation phenomena, and the stability of these equilibria. …”
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Elusive Sources for Gender Differences in Spatial Ability: The Role of Personality, Spatial Interests, and Everyday Behaviours by Elina S. Tsigeman, Ksenia V. Bartseva, Evgeniia A. Alenina, Elena L. Soldatova, Yulia V. Kovas, Maxim V. Likhanov

“…The study replicated patterns of gender differences in spatial ability, spatial interests, and personality reported in previous literature. …”
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Characterizing spatial epidemiology in a heterogeneous transmission landscape using the spatial transmission count statistic by Leke Lyu, Gabriella Veytsel, Guppy Stott, Spencer Fox, Cody Dailey, Lambodhar Damodaran, Kayo Fujimoto, Pamela Brown, Roger Sealy, Armand Brown, Magdy Alabady, Justin Bahl

“…Methods We proposed the spatial transmission count statistic that efficiently summarizes the geographic transmission patterns imprinted in viral phylogenies. …”
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TraxVBF: A hybrid transformer-xLSTM framework for EMG signal processing and assistive technology development in rehabilitation by Seyyed Ali Zendehbad, Athena Sharifi Razavi, Marzieh Allami Sanjani, Zahra Sedaghat, Saleh Lashkari

“…Pre-processing and extracting muscle synergy patterns is performed by the Hierarchical Fast Alternating Least Squares (Fast-HALS) algorithm, and key movement points are identified with the Modified MediaPipe algorithm to capture temporal and spatial dynamics with precision using TraxVBF, which is driven by Extended Long Short-Term Memory (xLSTM) and Transformer architectures. …”
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The effectiveness analysis of traditional and new landscape indexes in indicating flood risk of watersheds from the perspective of source-sink landscapes: A case study of Changsha,... by Lingxuan Zhang, Sheng Jiao, Jie Lu

“…The findings offer an effective ecological approach for stormwater management and provide valuable insights for optimizing landscape spatial patterns. These results have significant implications for enhancing urban disaster resilience and informing planning efforts. …”
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Spatiotemporal evolution characteristics of functional coupling in the triple space of the sea area of Ningbo by Baoquan Wei, Baoquan Wei, Anning Suo, Yanlong Chen

“…We constructed coupling coordination degree models for the triple space to quantitatively measure pairwise functional coupling and overall coordination in the coastal zone of Ningbo. Spatial characteristics and evolution patterns were analyzed using global and local Moran indexes. …”
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Three-Dimensional Ecological Footprint Assessment of Cropland in Typical Grain-Producing Regions Based on Carbon Footprint Improvement by Peipei Pan, Xiaowen Yuan, Yanan Jiang, Yuan Wang, Xinyun Wang, Yongqiang Cao

“…The ecological footprint depth (EF_depth) consistently surpassed the threshold of 1. Spatially, the distribution pattern of cropland EF_size was opposite to that of EF_depth; the centroid of per capita cropland EF_depth underwent a significant spatial shift. …”
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Influence mechanism of natural factors and human socio-economic activities on ecosystem health in arid regions of Central Asia: A case study of Fuyun area, northwest China by Xu Bi, Kailong Shi, Yongyong Fu, Wangyue Zhou, Ruoning Zhao, Haijun Bao

“…Ecosystem health is a critical focus in ecosystem management. Understanding the spatial distribution patterns and driving factors of ecosystem health is crucial for efficient governance and restoration. …”
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Study on the Optimization of Carbon Sequestration in Shanghai’s Urban Artificial Wetlands: The Cases of Shanghai Fish and Dishui Lake by Jin Wang, Jingren Yu, Manjuan Shen, Shengquan Che

“…The study investigated how various factors—such as plant species, wetland size, and landscape patterns—influenced carbon sequestration. Through field surveys and remote sensing, carbon density changes from 2018 to 2023 were analyzed using grid-based landscape pattern metrics. …”
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Driving Factors of Rural Land-Use Change from a Multi-Scale Perspective: A Case Study of the Loess Plateau in China by Bo Hu, Qingsong Ni, Zongfeng Chen, Xueqi Liu, Pingan Liu, Ziyi Yuan

“…Based on multi-source data spanning from 2000 to 2020, this study applied GeoDetector models to reveal the evolution of the spatiotemporal pattern of land-use change and the scale differences in driving factors in rural areas of the Loess Plateau region from both prefecture-level scale and township scale. …”
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Unveiling optimal SDG pathways: an innovative automated recommendation approach integrating graph pruning, intent graph, and attention mechanism by Qiang Wang, Zhihang Yu, Shu Wang, Yunqiang Zhu, Xiaoliang Dai, Zhiqiang Zou, Weiming Huang, Christophe Claramunt

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Realization of Integrated Regional Ecological Management Based on Ecosystem Service Supply and Demand Flow Networks: An Example from a Dominant Mineral Resources Development Area by Sheng Xiao, Yanling Zhao, Hui Li, Hairong Deng, Hao Xu, Yimin Xing, Dan Li

“…Understanding the flow processes and pattern optimization of ecosystem services (ESs) supply and demand is crucial for integrated regional ecological management. …”
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Feature selection‐based android malware adversarial sample generation and detection method by Xiangjun Li, Ke Kong, Su Xu, Pengtao Qin, Daojing He

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Climatic Adaptability Changes in Leaf Functional Traits of Old <i>Pinus tabulaeformis</i> in Loess Plateau by Yuting Lei, Zimao Feng, Zhong Zhao

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A novel framework for inferring dynamic infectious disease transmission with graph attention: a COVID-19 case study in Korea by Minji Lee, Heejin Choi, Chang Hyeong Lee

“…MPUGAT employs a GAT (Graph Attention Mechanism) to transform static traffic matrices into dynamic transmission matrices by analyzing patterns in diverse time series data from each city. …”
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First insights into the spatio-temporal ecology of sympatric large carnivores in Niokolo-Koba National Park, Senegal by Robin Horion, Zoe Woodgate, Marine Drouilly

“…Spotted hyaenas and leopards had the widest spatial distribution and highest probability of site use. …”
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An Ensemble of Convolutional Neural Networks for Sound Event Detection by Abdinabi Mukhamadiyev, Ilyos Khujayarov, Dilorom Nabieva, Jinsoo Cho

“…Sound event detection tasks are rapidly advancing in the field of pattern recognition, and deep learning methods are particularly well suited for such tasks. …”
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Why Is the Diversity of Tree Species in China’s Lowland Rainforests Higher than in Its Montane Rainforests? by Tong Pang, Langxing Yuan, Yaqing Wei, Xin Wang, Ning Zhang, Kepeng Ji, Yuwu Li, Guoyu Lan

“…We analyzed the composition, diversity, spatial distribution patterns, and interspecific relationships within the tree communities. …”
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Deep Residual Transfer Ensemble Model for mRNA Gene-Expression-Based Breast Cancer by Job Prasanth Kumar Chinta Kunta, Vijayalakshmi A. Lepakshi

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