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Spaceborne remote sensing effectively maps species richness across taxonomic groups in a mountain landscape
Published 2025-09-01“…Our results showed that a combination of EnMAP/Sentinel-1/2 performed as well or even better than airborne LiDAR data for predicting species richness, but predictive accuracies of individual spaceborne models were substantially lower. …”
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4563
Frontotemporal structure preservation underlies the protective effect of lifetime intellectual cognitive reserve on cognition in the elderly
Published 2024-11-01“…Finally, using the mediation model to explore the relationship of “LICR-brain-cognition”. …”
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4564
Pedestrian Mobility Behaviors of Older People in the Face of Heat Waves in Madrid City
Published 2025-06-01“…Multiple linear regression models and Moran’s I spatial autocorrelation were applied. …”
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4565
Data Management System and Software for Comprehensive Assessment of the State of the Biosphere
Published 2024-09-01Get full text
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Method of automatic coregistration of digital remote sensing images from different sources
Published 2024-12-01“…The method is designed to align color, grayscale, multispectral, and radar images, as well as their combinations, with potential differences in spatial resolution of up to four times (optionally – sixteen times). …”
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The potential of wetlands and barrier islands as a coastal defense in mitigating the storm surge
Published 2025-01-01“…The study introduces an attenuation rate function based on the prediction factor that improves surge attenuation modeling by integrating real-world scenarios with idealized theoretical functions. …”
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4571
Analysis of space solar array arc images based on deep learning techniques
Published 2025-07-01“…Leveraging advanced Deep Learning (DL) methodologies, including Convolutional Neural Networks (CNN) and Transfer Learning, a robust predictive model has been developed to analyze arc behavior and identify defective cells based on image data. …”
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4572
A topological approach to understanding crack initiation and propagation in carbon fiber reinforced polymer composites under an opening load
Published 2025-06-01“…From a materials perspective, this methodology allows integration of not just crack length but also 3D crack shape into predictive models, offering valuable insights for optimizing the performance and extending the lifetime of carbon fiber/epoxy composites.…”
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4573
Comparing US state resident IQ, socioeconomic status, and racial-ethnic composition as predictors of state violent crime rates
Published 2024-12-01“…Generally, the results underline the importance of evaluating potential crime rate predictors in a multiple regression model rather than testing their predictive capacities only as single variables.…”
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Forest Fire Hazard Assessment using Remote Sensing Data and Machine Learning, Case Study of Jijel, Algeria
Published 2025-06-01“…Evaluation metrics such as Receiver Operating Characteristic Area Under the Curve, F1 score and accuracy, supported by repeated cross-validation, were used to gauge performance. Both models performed well (with an average area under the curve of 0.977 and 0.984, respectively), with HGB maintaining a marginal but consistent advantage over KNN, with relatively low standard deviations, suggesting stability in its predictive capability. …”
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4575
Theory of Robust Quantum Many-Body Scars in Long-Range Interacting Systems
Published 2025-02-01“…We analytically solve for the eigenstates of this interacting impurity model by means of a novel polaron-type canonical transformation and show their self-consistent localization in large-spin sectors of the original Hamiltonian for 0<α<d (with d=spatial dimension of the lattice). …”
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THE POPULATION DYNAMICS IN THE RUSSIAN ARCTIC
Published 2016-04-01“…TheArctic zone is characterized by depopulation. The fi xed eff ect model of population growth in 8 Russian Arctic regions from 1997 to 2013 indicates that poverty, number of doctors, education opportunities, housing availability have substantial eff ects. …”
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4579
Convolutional neural network-based deep learning for landslide susceptibility mapping in the Bakhtegan watershed
Published 2025-04-01“…Abstract Landslides pose a significant threat to infrastructure, ecosystems, and human safety, necessitating accurate and efficient susceptibility assessment methods. Traditional models often struggle to capture the complex spatial dependencies and interactions between geological and environmental factors. …”
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Exploring drought risk scenarios for bioenergy systems for adaptation to climate change in the Upper Tocantins basin, Brazil
Published 2025-07-01“…The IPCC AR5 Risk Assessment Framework was employed to evaluate two global climate change models, two representative concentration pathways (RCPs), and three land use scenarios. …”
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