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Spatio-Temporal Characteristics and Driving Forces of Landscape Ecological Risks in Highly Urbanized Areas: A Case Study of Suzhou City
Published 2025-07-01“…The formation mechanism, spatio-temporal heterogeneous driving effect and scale response law of LER in highly urbanized areas still need to be systematically explored.MethodsUtilizing multi-source data spanning the period from 1995 to 2020, including Landsat TM/ETM imagery, digital elevation model (DEM) and NASA datasets, this research focuses on exploring the characteristics of spatio-temporal variability of LER and corresponding drivers in Suzhou at the optimal scale, utilizing the LER evaluation model and the geographically and temporally weighted regression (GTWR) framework.Results1) The landscape pattern of Suzhou City is scale-dependent, with significant variations in the landscape pattern index for each land type at the optimal scale. …”
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2163
Dual Function Radar and Communication Waveform Design Based on Sub-pulse Hybrid Modulation
Published 2025-08-01“…The proposed SHM method utilizes time-, spectral-, and polarization-domain features from inter-subpulse and intra-subpulse sources to convey information. …”
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2164
Improved Design of an Eddy-Current Speed Sensor Based on Harmonic Modeling Technique
Published 2025-03-01“…An improved analytical model (AM) based on harmonic modeling (HM) is developed to account for the effects of core permeability, validated through finite element analysis (FEA), demonstrating excellent agreement between the two methods. Based on this model, the optimal dimensions of the proposed design are obtained, and comprehensive analyses of shaft materials and excitation source parameters are performed. …”
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2165
Extraction and antitumor activity evaluation of small molecular weight collagen peptides from Chinese giant salamander (Andrias davidianus) skin
Published 2024-09-01“…The skin of the Chinese giant salamander (Andrias davidianus) is a rich source of collagen. However, current research indicates limited efficiency and activity in collagen protease hydrolysis from this source. …”
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Time-Series Forecasting of PM<sub>2.5</sub> and PM<sub>10</sub> Concentrations Based on the Integration of Surveillance Images
Published 2024-12-01“…Here we present a dual-channel deep learning model, integrating surveillance images and multi-source numerical data for air quality forecasting. …”
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2167
Advanced thermal management in X-ray systems using magnetohydrodynamic nanofluids and Cattaneo-Christov heat flux model
Published 2025-07-01“…These equations are then solved using the Homotopy Perturbation Method and the fourth-order Runge–Kutta technique. …”
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2168
An integrated approach to uncertainty and global sensitivity analysis in penstock structural modeling
Published 2025-01-01“…Traditional techniques for model calibration and validation are becoming impractical, necessitating a strategic approach to prioritize sources of uncertainty related to critical response variability. …”
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Research on Characteristics and Influencing Factors of High Temperature Disaster Risk in Wuhan Based on Local Climate Zone
Published 2025-01-01“…Finally, eight types of LCZ landscape pattern indices are preliminarily selected at the type and landscape scale levels, and the optimal research size is obtained using the moving window method in Fragstats 4.2 software. …”
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2170
Impacts of flexible renewable hybrid system with electric vehicles considering economic reactive power management on microgrid voltage stability and operation
Published 2025-08-01“…A single-objective optimization approach uses weighted functions alongside a fuzzy decision-making method to achieve a compromised solution. …”
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Numerical modeling of coupled electromagnetic and thermal processes in the zone induction heating system for metal billets
Published 2025-03-01“…All three methods of heat transfer are taken into account – conduction, convection, and radiation. …”
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2173
Research on fusion prediction model of wind speed, gas and dust concentration under wind flow control in fully-mechanized heading face
Published 2024-10-01“…TensorFlow framework is used to build a multi-source data fusion neural network prediction model. …”
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2174
Analysis and Quantification of Demand Flexibility for Resilient Distribution Networks: A Systematic Review
Published 2025-01-01“…Advanced quantification methods, including time-varying elasticity models, alternating current (AC) multi-temporal optimal power flow simulations, and region-based flexibility quantification techniques, are examined to establish accurate measurement frameworks. …”
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Data-Driven Multi-Scale Channel-Aligned Transformer for Low-Carbon Autonomous Vessel Operations: Enhancing CO<sub>2</sub> Emission Prediction and Green Autonomous Shipping Efficien...
Published 2025-06-01“…The accurate prediction of autonomous vessel CO<sub>2</sub> emissions is critical for achieving IMO 2050 carbon neutrality and optimizing low-carbon maritime operations. Traditional models face limitations in real-time multi-source data analysis and dynamic cross-variable dependency modeling, hindering data-driven decision-making for sustainable autonomous shipping. …”
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Geometric Accuracy Design and Tolerance Allocation of Precision Horizontal Machining Centers
Published 2025-02-01“…This paper conducts a comprehensive investigation into the tolerance optimization allocation method for geometric accuracy in precision horizontal machining centers utilizing interval theory. …”
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2177
Comparative evaluation of renewable energy investments: a multi-criteria decision-making approach
Published 2025-10-01“…Findings consistently show hydropower as the optimal choice across all models (e.g., SAW: 0.801, TOPSIS: 0.895), with solar PV as a strong alternative. …”
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Advanced Supply Chain Management Using Adaptive Serial Cascaded Autoencoder with LSTM and Multi-Layered Perceptron Framework
Published 2024-10-01“…Additionally, Sandpiper Galactic Swarm Optimization (SGSO) is employed to optimize the deep learning model’s performance. …”
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2179
Energy technology complexes as regulators of electrical power systems
Published 2019-12-01Get full text
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2180
Real‐Time Parameter Identification and State of Charge Estimation of Electric Vehicle Batteries
Published 2025-08-01“…In addition, the SOC estimation has been conducted using the optimized extended Kalman filter. The suggested battery model, parameter identification algorithm, and optimized filter have been tested and validated using real‐time datasets from various sources, including the NASA online battery dataset, data collections of Panasonic 18650PF and LG 18650HG2 batteries. …”
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