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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Assessment of Fresh Water Reallocation by Treated Wastewater for Irrigation by Mohammad A. Tabieh, Emad K. Al-Karablieh, Tala H. Qtaishat, Amer Z. Salman, Nael H. Thaher, Nehaya K. Al-Karablieh, Madi T. Al-Jaghbir, Tharaa M. Al-Zghoul, Ahmad I. Jamrah

“…Despite its potential to mitigate water scarcity, concerns about soil health, crop yield, and land utilization hinder widespread adoption. The research measures farm profitability and farmers' willingness to embrace TWW through various blending scenarios with traditional surface water sources, incorporating a yield response function to salinity within the profit function. …”
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Revisiting the Conventional Extraction of Protein Isolates from Faba Beans: Recovering Lost Protein from Sustainable Side Streams by Abraham Badjona, Robert Bradshaw, Caroline Millman, Martin Howarth, Bipro Dubey

“…SDS-PAGE and FTIR analyses confirmed the structural diversity among the recovered fractions, with albumin-rich and globulin-rich profiles exhibiting unique spectral and electrophoretic signatures. Functionally, fractions B and D exhibited superior water- and oil-holding capacities, indicating their potential utility in food formulations requiring enhanced moisture and lipid retention. …”
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Distributed congestion control strategy using network utility maximization theory in VANET by Guozhen TAN, Guodong HAN, Fuxin ZHANG, Nan DING, Mingjian LIU

“…Cooperative vehicle safety system (CVSS) rely on periodical beacons to track neighboring vehicles.High traffic density often causes channel congestion,seriously damaging the performance of CVSS.Existing congestion control strategies aim to ensure the performance in network layer,without considering the service requirements of vehicles in different driving contexts.To solve the problem,a distributed congestion control strategy using network utility maximization (NUM) theory was proposed.First of all,the NUM model for channel resource allocation was introduced.A utility function reflecting vehicle’s safety requirements was proposed in the model.Then under the condition of fixed transmit powers,a optimization problem of channel resource allocation was proposed.Lastly,to solve the optimization problem,a distributed congestion control algorithm named utility-based rate congestion control (UBRCC) algorithm was designed,the algorithm worked out the optimal beaconing rate by updating vehicle’s congestion price,realizing the resource allocation according to vehicle’s safety requirements.Simulation results validate that UBRCC algorithm can efficiently control channel congestion,reduce transmission delay,ensure reliable data transmission and satisfies the requirements of safety applications.…”
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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

“…Reflected signals are processed by the GDD, which functions as a heterodyne receiver, and Fast Fourier Transform (FFT) is used to extract range data. …”
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Environmental adaptations in metagenomes revealed by deep learning by Johanna C. Winder, Simon Poulton, Taoyang Wu, Thomas Mock, Cock van Oosterhout

“…In this study, we applied a transfer learning approach using the ESM-2 protein structure prediction model and our own smaller ANN to classify proteins containing the domain of unknown function 3494 (DUF3494) by their source environments. …”
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Adaptive Dual Droop Control Strategy of VSC-HVDC for Supporting Frequency Stability of Sending-End System with Renewable Energy by ZHANG Zhaoyang, GAO Bingtuan, SUO Zhiwen, JIANG Weiyong, TENG Sudan, ZHANG Pu

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A Global Attention Mechanism-Based EfficientNet Model for Road Pavement-Type Identification by Zhe-Yuan Ni, Jun-Cheng Wang

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Efficient implementations of a Born Series for computing photoacoustic field from a collection of erythrocytes by Ujjal Mandal, Navroop Singh, Kartikay Singh, Vinit Nana Hagone, Jagpreet Singh, Anshu S. Anand, Ben T. Cox, Ratan K. Saha

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Cropland non-agriculturization and agricultural green development: Evidence from the Yangtze River Economic Belt, China by Chunxia Zhu, Yangyang Sun, Haolun Xu

“…Employing the biennial non-radial directional distance function and Luenberger index, the agricultural green total factor productivity (AGTFP) has been measured under the dual constraints of “carbon source” and “carbon sink”. …”
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Suitability of Utilization of Compositional Nutrient Diagnosis on Diagnosis of Foliar Nutrient in Litchi and Longan by Yongcong ZHU, Donglin LUO, Cuihua BAI, Lixian YAO

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Evaluating Urban Park Utility in Seoul: A Distance-to-Area Discounting Model by Gyoungju Lee, Youngeun Kang

“…This study proposes a novel method to assess urban park accessibility by incorporating perceived utility based on both park area and distance. Departing from conventional models that treat accessibility as a function of geometric proximity alone, we define park utility as a distance-discounted benefit of park area, thereby allowing for a more behaviorally grounded measure. …”
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<i>Crataegus monogyna</i> Jacq., <i>Sorbus aria</i> (L.) Crantz and <i>Prunus spinosa</i> L.: From Edible Fruits to Functional Ingredients: A Review by Cristina Tamayo-Vives, María Úbeda, Patricia Morales, Patricia García-Herrera, María Cortes Sánchez-Mata

“…Plants have historically served as key sources of nutrition and popular medicine, which persists in current applications. …”
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Write-off of material values of state reserves with their further processing, utilization or destruction by Yu.М. Bilokon, O.V. Storozh, L.M. Shevchuk, V.М. Grytsun

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Assessing the utility of live data streams across existing and planned university buildings by William Markiewicz, Vince Wilczynski, Julie Dorsey, Duncan Wilson, Clifford Elwell

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The third dimension of alpine plant leaf traits is related to cold-tolerance by Yuan Wang, Ji Suonan, Kun Liu, Yanni Gao, Sihao Zhu, Qian Liu, Ning Zhao

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The UK Crop Microbiome Cryobank: a utility and model for supporting Phytobiomes research by Matthew J. Ryan, Tim H. Mauchline, Jacob G. Malone, Susan Jones, Catriona M. A. Thompson, J. Miguel Bonnin, Helen Stewart, Payton T. O. Yau, Rodrigo G. Taketani, Ian M. Clark, Nicola Holden

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Bioactive Compounds of Agro-Industrial By-Products: Current Trends, Recovery, and Possible Utilization by Ramesh Kumar Saini, Mohammad Imtiyaj Khan, Vikas Kumar, Xiaomin Shang, Ji-Ho Lee, Eun-Young Ko

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KronNet a lightweight Kronecker enhanced feed forward neural network for efficient IoT intrusion detection by Saeed Ullah, Junsheng Wu, Mian Muhammad Kamal, Abdul Khader Jilani Saudagar

“…Abstract The rapid expansion of Internet of Things (IoT) networks necessitates efficient intrusion detection systems (IDS) capable of operating within the stringent resource constraints of IoT devices. This study introduces KronNet, a lightweight feed-forward neural network enhanced with Kronecker product operations, designed for real-time IoT intrusion detection. …”
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The Characterization of Peach Pomace and the Influence of Its Incorporation on the Chemical Composition of Biscuits by Maria Mandache, Carmen Mihaela Topală, Loredana Elena Vijan, Sina Cosmulescu

“…The present paper aimed to evaluate the total bioactive compound content in peach pomace and biscuits fortified with various concentrations of peach pomace (5%, 10%, and 15%), with a view to utilizing this valuable by-product in functional foods. …”
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