MHRA-MS-3D-ResNet-BiLSTM: A Multi-Head-Residual Attention-Based Multi-Stream Deep Learning Model for Soybean Yield Prediction in the U.S. Using Multi-Source Remote Sensing Data by Mahdiyeh Fathi, Reza Shah-Hosseini, Armin Moghimi, Hossein Arefi

“…An attention mechanism further refines the model’s focus by dynamically weighting the significance of different input features for efficient yield prediction. We trained the MHRA-MS-3D-ResNet-BiLSTM model using multi-source RS datasets from 2019 and 2020 and evaluated its performance with U.S. soybean yield data for 2021 and 2022. …”
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Introducing Cu(II) onto SiO₂-TiO₂ with Rice Husk Ash as the Source of Silica and Its Catalytic Activity for Kumada Cross-coupling Reaction to Produce Biphenyl... by Dewi Agustiningsih, Nuryono Nuryono, Sri Juari Santosa, Eko Sri Kunarti

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Multi‐stage coordinated planning of energy stations and networks in park‐level integrated energy systems by Yue Qiu, Yunting Yao, Suyang Zhou, Hanlin Zhang, Yuqing Bao

“…Additionally, the improved big‐M method and second‐order cone (SOC) relaxation technique are utilized to manage non‐linear elements, transforming the model into a mixed‐integer second‐order cone programming (MISOCP) form to enhance solution efficiency. …”
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Technology and understanding of post-fracturing coring in three-dimensional development zone of Fuling shale gas, Sichuan Basin, SW China by Huanquan SUN, Zhiyong LU, Li LIU, Jichao FANG, Aiwei ZHENG, Jiqing LI, Yuqiang ZHANG, Jialin XIAO

“…The three-layer three-dimensional development model can efficiently utilize shale gas reserves, although there is still room for improvement in the complexity and propagation uniformity of fractures. …”
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Millimeter-Wave Imaging with Range-Resolved 3D Depth Extraction Using Glow Discharge Detection and Frequency-Modulated Continuous Wave Radar by Arun Ramachandra Kurup, Daniel Rozban, Amir Abramovich, Yitzhak Yitzhaky, Natan Kopeika

“…This work demonstrates the potential of GDD-based 3D MMW imaging as a low-cost, efficient solution for security screening and industrial inspection. …”
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Enhancing deep learning-based landslide detection from open satellite imagery via multisource data fusion of spectral, textural, and topographical features: a case study of old lan... by Zhiyuan Ren, Junwei Ma, Jiayu Liu, Xin Deng, Guangcheng Zhang, Haixiang Guo

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Neuro-fuzzy controller based adaptive control for enhancing the frequency response of two-area power system by M.S. Elborlsy, Samir A. Hamad, Fayez F.M. El-Sousy, R.M. Mostafa, H.E. Keshta, Mohamed A. Ghalib

“…Hence, IMGs need to have an efficient control strategy to ensure a proper equilibrium between power generation and load demand and maintain the system's frequency and voltage inside the permitted bounds during various disturbances. …”
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Ecological networks construction and optimization in the Longdong Loess Plateau: The advantages of self-organizing map and complex networks by Xueyu Huang, Lina Xiu, Zhixiang Lu, Jiahui Wang

“…Ecological networks (ENs) construction, which is the basis for sustainable regional development, is influenced by the accuracy of source identification. Currently, the method of utilizing multiple ecosystem services (ESs) to identify ecological sources can only highlight areas with high values of these services. …”
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Navigating the Intersection of Microgrids and Hydrogen: Evolutionary Trends, Challenges, and Future Strategies by Bawantha Indrajith, Kosala Gunawardane

“…It also critically evaluates the key challenges of each technology, including cost, efficiency, and scalability, which impact the feasibility of hydrogen microgrids.…”
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Ignition mechanism of methane by 5G electromagnetic waves and power safety thresholds in underground coal mines by Yong ZHANG, Jijian MENG, Xiangyuan CHEN, Xiaofeng WANG, Xiaojing CHEN, Haijian CHEN, Ziwen GUO

“…A method based on correlation coefficients and antenna diversity was developed to effectively quantify the impact of multi-source superposition on safety evaluations, indicating that under certain conditions, the effect of multi-source superposition can be ignored, thereby improving the utilization efficiency of RF power. …”
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Effects of poultry by-product meal and complete replacement of fish oil with alternative oils on growth performance and gut health of rainbow trout (Oncorhynchus mykiss): a FEEDNET... by Imam Hasan, Simona Rimoldi, Biagina Chiofalo, Marianna Oteri, Micaela Antonini, Rosangela Armone, Violeta Kalemi, Laura Gasco, Genciana Terova

“…Conclusions The FEEDNETICS™ application enhances our ability to optimize feeding strategies and improve production efficiency in the aquaculture industry. VeraMaris® algae oil and PBM could serve as viable and sustainable raw materials for fish feed, promoting environmentally friendly aquaculture practices.…”
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Series-Cascaded AC Microgrids: An Inclusive Review of Architectures and Control Methodologies by Salman Ali, Santiago Bogarra Rodriguez, Muhammad Mansoor Khan, Felipe Corcoles, Yung-Cheol Byun, Josep M. Guerrero

“…The modern utility grid is transitioning from a centralized to a distributed structure, facilitated by integrating distributed generation sources (DGs) and loads. …”
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Blogs in Journalist Creative Work by M. N. Kim

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Estimation of agricultural flood irrigation water consumption in the Heihe River Basin, China, using satellite based daily land surface evapotranspiration and soil moisture by Lirong Huo, Qiaoyun Xie, Liang Sun, Lisheng Song, Sinuo Tao, Shaomin Liu, Zuo Wang, Yan Li

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Energy Intelligence: A Systematic Review of Artificial Intelligence for Energy Management by Ashkan Safari, Mohammadreza Daneshvar, Amjad Anvari-Moghaddam

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Optimizing performance and economic viability of combined energy systems: A novel energy hub framework by Dan Wang, Chenlin Ying

“…The proposed optimization framework significantly enhances the economic efficiency of energy hubs by integrating renewable energy sources (RES) and demand response programs (DRPs). …”
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Investigating and Analyzing the Influence of a Solar Power Plant’s Life Cycle on the Depletion of Natural Materials and Mineral Resources by Patryk Leda, Izabela Piasecka, Anna Leda, Grzegorz Szala, Andrzej Tomporowski, Patrycja Walichnowska, Patrycja Bałdowska-Witos, Weronika Kruszelnicka

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Single Mutation in <i>iolT1</i> in <i>ptsG</i>-Deficient <i>Corynebacterium glutamicum</i> Enables Growth Boost in Xylose-Containing Media by Katharina Hofer, Lynn S. Schwardmann, Jung-Won Youn, Volker F. Wendisch, Ralf Takors

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A Review of Hybrid Three-Level ANPC Inverters: Topologies, Comparison, Challenges and Improvements in Applications by Xiaobin Mu, Hao Chen, Xiang Wang, Weimin Wu, Houqing Wang, Liang Yuan, Henry Shu-Hung Chung, Frede Blaabjerg

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Optimizing renewable energy-based plug-in hybrid electric vehicle charging stations for sustainable transportation in India by Anandan P, Siow Chun Lim, Anbuselvan N

“…Recognizing the environmental benefits of Renewable Energy Sources (RES), high-priority buses are now equipped with Plug-in Hybrid Electric Vehicle (PHEV) charging stations, bolstering effective utilization. …”
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