Rapid earthquake magnitude classification via P-wave strains from borehole strainmeters and Distributed Acoustic Sensing. [PDF]
Sawi TM +5 more
europepmc +1 more source
Rockburst prediction based on data preprocessing and hyperband‐RNN‐DNN
A data preprocessing workflow is proposed to address challenges in rockburst data analysis. Coupled algorithms preprocess the data set, and hyperband optimization is used to enhance RNN performance. Results show that preprocessing improves accuracy, while dense layers enhance model stability and prediction performance.
Yong Fan +4 more
wiley +1 more source
The Great Dyke of Zimbabwe is notable for its rich platinum group metal deposits but poses significant geological and geotechnical challenges due to its complex rock types and structural features. Traditional pillar design methods are insufficient for addressing these complexities; the study suggests incorporating advanced techniques such as machine ...
Tawanda Zvarivadza +3 more
wiley +1 more source
One-second-lead earthquake warning and impact assessment at Campi Flegrei. [PDF]
Longobardi V, Colombelli S, Zollo A.
europepmc +1 more source
Using information theory to select spatial scales for species–habitat responses with camera traps
Abstract Widespread anthropogenic landscape change, particularly from energy development, has fundamentally reshaped ecosystems, and understanding species responses remains a central ecological challenge. Remote camera traps are widely used to estimate mammal abundance and distribution, but inferring species–habitat relationships from these data is ...
Marissa A. Dyck +6 more
wiley +1 more source
Intelligent earthquake prediction using animal vocal behavior analysis based on machine learning and deep learning approaches. [PDF]
Salakapuri R +5 more
europepmc +1 more source
For the Few, Not the Many: Tracing the Residualist and Compensatory Nature of British Energy Support
ABSTRACT Drawing on extensive documentary analysis, this article traces the evolution of British energy policy support since World War II. It analyses shifts in policy design through two interpretive lenses: eligibility (residualist vs. universalist) and function (compensatory vs. preventive).
T. M. Croon +4 more
wiley +1 more source
Lightweight convolutional neural network for real-time earthquake P-wave detection on edge devices in New Zealand. [PDF]
Ravishan D +3 more
europepmc +1 more source
Interpretable tree‐based models integrate microseismic, geological, and mining indicators to predict short‐term rockburst risk. SHAP analysis reveals the dominant role of energy‐related features and clarifies nonlinear factor interactions, enabling transparent and reliable early‐warning in deep coal mines.
Shuai Chen +4 more
wiley +1 more source
Noise reduction characteristics of broadband seismometer enclosures. [PDF]
Bao W, An Q, Zhai H, Wang S, Bao R.
europepmc +1 more source

