Deciphering the role of glycine betaine in enhancing plant performance and defense mechanisms against environmental stresses by Farwa Basit, Mohammed Alyafei, Faisal Hayat, Wasef Al-Zayadneh, Ali El-Keblawy, Saad Sulieman, Saad Sulieman, Mohamed S. Sheteiwy

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An Improved PageRank Algorithm Based on Text Similarity Approach for Critical Standards Identification in Complex Standard Citation Networks by Yongchang Wei, Feiteng Yi, Xufeng Cui, Fangyu Chen

“…A standard system, which is a powerful tool in maintaining the normal operations and development of a specific industry, is intrinsically a complex network composed of numerous standards which coordinate and interact with each other. …”
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Quantitative analysis of protein interaction network dynamics in yeast by Albi Celaj, Ulrich Schlecht, Justin D Smith, Weihong Xu, Sundari Suresh, Molly Miranda, Ana Maria Aparicio, Michael Proctor, Ronald W Davis, Frederick P Roth, Robert P St.Onge

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A Physics-Coupled Deep Learning Framework for Hydrodynamic Diffusion Modeling in Watershed Systems: Integrating Spatiotemporal Networks and Environmental Constraints by L. Jia, N. Yen, Y. Pei

“…The modeling and simulation of complex spatiotemporal systems are crucial for understanding and solving multidimensional dynamical systems, particularly in earth and environmental sciences. …”
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Data-driven cultural background fusion for environmental art image classification: Technical support of the dual Kernel squeeze and excitation network. by Chenchen Liu, Haoyue Guo

“…This study aims to explore a data-driven cultural background fusion method to improve the accuracy of environmental art image classification. A novel Dual Kernel Squeeze and Excitation Network (DKSE-Net) model is proposed for the complex cultural background and diverse visual representation in environmental art images. …”
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Ecological network construction and land degradation risk identification in the Yellow River source area by Haoxiang Zhang, Qian Song, Shiru Wang, Jianyun Zhao, Wenming Gao

“…Summary: The source area of the Yellow River is characterized by complex climatic and geomorphological conditions, fragile ecosystems, and a series of ecological and environmental problems. …”
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Pressure Sensor Placement for Pipe Roughness Calibration Based on Graph-Based Surrogate Model Coupled with Genetic Algorithm by Mohammad Rajabi, Mohsen Hajibabaei, Massoud Tabesh, Robert Sitzenfrei

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Urban Street Network Configuration and Property Crime: An Empirical Multivariate Case Study by Erfan Kefayat, Jean-Claude Thill

“…In 21st-century American cities, urban crime remains a critical public safety concern influenced by complex social, political, and environmental structures. …”
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Crop Recommendation Systems Based on Soil and Environmental Factors Using Graph Convolution Neural Network: A Systematic Literature Review by P. Ayesha Barvin, T. Sampradeepraj

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Deep learning-based object detection for environmental monitoring using big data by Wenbo Lin, Tingting Li, Xiao Li

“…IntroductionRecent advances in artificial intelligence have transformed the way we analyze complex environmental data. However, high-dimensionality, spatiotemporal variability, and heterogeneous data sources continue to pose major challenges.MethodsIn this work, we introduce the Environmental Graph-Aware Neural Network (EGAN), a novel framework designed to model and analyze large-scale, multi-modal environmental datasets. …”
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Keep the bees off the trees: the vulnerability of species in the periphery of mutualistic networks to shock perturbations by Lukas Halekotte, Anna Vanselow, Ulrike Feudel

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The Assembly Mechanisms of Arbuscular Mycorrhizal Fungi in Urban Green Spaces and Their Response to Environmental Factors by Jianhui Guo, Yue Xin, Xueying Li, Yiming Sun, Yue Hu, Jingfei Wang

“…Park soils support significantly greater AMF species richness and more complex co-occurrence networks than roadside soils. …”
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Addition of High-Quality Plant Residue Alters Microbial Keystone Taxa and Network Complexity and Increases Soil Phosphorus (P) Availability by Yi Miao, Fei Zhou, Shuai Ding, Zhenke Zhu, Zhichao Huo, Qing Chen, Zhongzhen Liu

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Analyzing the Causation of Collision Accidents Between Merchant and Fishing Vessels in China’s Coastal Waters by Integrating Association Rules and Complex Networks by Qiaoling Du, Xiaoxue Ma, Ruiwen Zhang, Weiliang Qiao

“…The frequent occurrence of collision accidents between merchant and fishing vessels in China’s offshore waters not only threatens human lives and property, but also disrupts shipping and fishing activities and may cause marine environmental pollution. To effectively reduce such accidents and increase maritime safety in Chinese coastal waters, this study integrates association rules with complex networks to develop a directed weighted network of causal factors. …”
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Optimization of Reverse Logistics Networks for Hazardous Waste Incorporating Health, Safety, and Environmental Management: Insights from Large Cruise Ship Construction by Huilin Li, Jiaqi Yang, Wei Zhang

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Ecological network construction and community resilience analysis of nocturnal birds: a case study of Hangzhou City, Zhejiang Province, China by Yang Jin, Mingkan Zhang, Danying Yan, Kun Li, Chao Zhou, Xi Chen

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Quantum computing for solving Bayesian networks of bridges – method and recommendations by Tareq Abdelmalek, Fadi Oudah

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Deep Learning Architecture for Tomato Plant Leaf Detection in Images Captured in Complex Outdoor Environments by Andros Meraz-Hernández, Jorge Fuentes-Pacheco, Andrea Magadán-Salazar, Raúl Pinto-Elías, Nimrod González-Franco

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Environmental stressors drive fungal community homogenization and diversity loss in plateau freshwater lakes by Kai Fang, Zheng-Quan Zhang, Hong-Wei Shen, Yong-Zhong Lu, Lin Yang, Zong-Long Luo

“…Geographical factors, particularly altitude, positively influenced the richness and abundance of all fungal functional guilds, while most physicochemical factors showed negative associations, with exceptions like NH₃-N and DO. The fungal network in Erhai Lake, characterized by higher complexity and connectivity, showed features consistent with an enhanced capacity for buffering against environmental fluctuations. …”
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Contrasting responses of soil bacterial and fungal networks to photovoltaic power station by Teng Li, Leilei Lu, Ziqing Kang, Huijun Li, Jihua Wu, Weiguo Du

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