Global Soybean Trade: A Complex Network Analysis of Key Exporters and Importers (2003-2023) by Henrique Friedrich DE OLIVEIRA, Péter LENGYEL

“…Recent disruptions, including tariffs and the COVID-19 pandemic, have reshaped trade flows, presenting both challenges and opportunities for various countries. Utilizing Social Network Analysis (SNA), the study elucidates the complex interconnections among producers, exporters, and importers, highlighting key players like the U.S. and Brazil as dominant exporters while China stands out as the largest importer. …”
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Enhanced Yolov8 network with Extended Kalman Filter for wildlife detection and tracking in complex environments by Langkun Jiang, Li Wu

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Evolution Mechanism of Advanced Equipment Manufacturing Innovation Network Structure from the Perspective of Complex System by Jianbo Wang, Xing Cao

“…This paper studies the evolution trend of innovation network structure and at the same time studies the evolution mechanism of advanced equipment manufacturing innovation network structure from the perspective of complex systems. …”
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Network analyses unraveled the complex interactions in the rumen microbiota associated with methane emission in dairy cattle by Xiaoxing Ye, Goutam Sahana, Mogens Sandø Lund, Bingjie Li, Zexi Cai

“…Results This study employed Weighted Gene Co-expression Network Analysis to investigate the complex interactions within the rumen microbiota that influence methane emissions. …”
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Automated knowledge graphs for complex systems (AutoGraCS): Applications to management of bridge networks by Minghui Cheng, Syed M.H. Shah, Antonio Nanni, H. Oliver Gao

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Effects of Environmental Factors on Ozone Flux over a Wheat Field Modeled with an Artificial Neural Network by Zhilin Zhu

“…In this paper, an artificial neural network (ANN) method was attempted to simulate the relationships between Fo and environmental factors measured over a wheat field in Yucheng, China. …”
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Environmental Monitoring Smart System with Self-Sustaining Wireless Sensor Network Using Data Validation Algorithms by Kanwal T., Altaf S., Javed M. K.

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An Environmentally Adaptive CRO-SL Algorithm Based on Dynamic Agents for the Channel Assignment Problem in Wireless Networks by Antonio J. Romero-Barrera, Luis Cruz-Piris, Marino Tejedor-Romero, Jose Manuel Gimenez-Guzman, Ivan Marsa-Maestre

“…In recent decades, metaheuristic algorithms have emerged as indispensable tools for addressing complex optimization challenges, particularly in several engineering fields, where NP-hard problems are prevalent. …”
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Environmental risk assessment based on multiscale spatial recurrent neural network algorithm for IoT agriculture area by M. Sofiya, M. Arulmozhi

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Optimizing Battery Charging in Wireless Sensor Networks: Performance Assessment of MPPT Algorithms in Different Environmental Settings by Abdullah Fadhil Noor Shubbar, Serkan Savaş, Osman Güler

“…Background: Photovoltaic (PV)-based energy harvesting systems are crucial for ensuring the sustainability and long-term operation of wireless sensor networks (WSNs), especially in remote or infrastructure-less environments. …”
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Metaweb approaches for understanding complex ecological interactions: A review by Sagar Adhurya, Young-Seuk Park

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Quantifying the Precipitation, Evapotranspiration, and Soil Moisture Network's Interaction Over Global Land Surface Hydrological Cycle by Somnath Mondal, Ashok Mishra

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Resilience assessment of interprovincial crop virtual water flow network in China by Hongrong Huang, La Zhuo, Yiping Wu, Yilin Liu, Xiangxiang Ji, Pute Wu

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Elucidating the complex hydrolysis and conversion network of xanthan-like extracellular heteropolysaccharides in waste activated sludge fermentation by Chen-Yuan Zhou, Kun Dai, Yi-Peng Lin, Xing-Chen Huang, Yan-Lin Hu, Xuan-Xin Chen, Xiao-Fei Yang, Qi-Yuan Sun, Yong Zhang, Mark C.M. van Loosdrecht, Raymond Jianxiong Zeng, Fang Zhang

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The Complexity of Urban CO2 Emission Network: An Exploration of the Yangtze River Middle Reaches Megalopolis, China by Zuo Zhang, Zhe Wang, Wei Zhang, Yanzhong Liu, Zhi Li, Lin Huang

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Mathematical study of silicate and oxide networks through Revan topological descriptors for exploring molecular complexity and connectivity by Qun Zhang, Zubair Ahmad, Asad Ullah, Y. S. Hamed, Muzher Saleem, Melaku Berhe Belay

“…In this study, we explore the structural complexities of silicate and oxide networks through the lens of chemical graph theory, focusing on their molecular topology and its implications for real-world applications. …”
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Graph-Based Warm Solutions for Optimal Resilience Enhancement of Water Distribution Networks by Mohsen Hajibabaei, Amin Minaei, Mohsen Shahandashti, Robert Sitzenfrei

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Robotic irrigation complex for crop cultivation in irrigated areas by M. G. Zagoruiko, D.  A. Soloviev, N. F. Ryzhko, S. N. Ryzhko

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The Patterns and Environmental Factors of Diversity, Co-Occurrence Networks, and Assembly Processes of Protistan Communities in Bulk Soils of Forests by Bing Yang, Lin Wu, Zhisong Yang, Zhihe Zhang, Wanju Feng, Weichao Zheng, Chi Xu

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Human and environmental feature-driven neural network for path-constrained robot navigation using deep reinforcement learning by Nabih Pico, Estrella Montero, Alisher Amirbek, Eugene Auh, Jeongmin Jeon, Manuel S. Alvarez-Alvarado, Babar Jamil, Redhwan Algabri, Hyungpil Moon

“…This paper introduces a neural network model designed for autonomous navigation in complex environments. …”
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