AIMC Topic: Geological Phenomena

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Mapping, intensities and future prediction of land use/land cover dynamics using google earth engine and CA- artificial neural network model.

PloS one Jul 24, 2023
Mapping of land use/ land cover (LULC) dynamics has gained significant attention in the past decades. This is due to the role played by LULC change in assessing climate, various ecosystem functions, natural resource activities and livelihoods in gene...
Neural Networks, Computer Geographic Mapping Search Engine Geological Phenomena Sudan
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The use of surrounding rock loosening circle theory combined with elastic-plastic mechanics calculation method and depth learning in roadway support.

PloS one Jul 15, 2020
The objective is to study the design method of roadway support and provide technical support for coal mining and other mining methods that need deep roadway excavation. Through literature review, the occurrence, development mechanism and influencing ...
Decision Support Techniques Deep Learning Elasticity Mechanical Phenomena Landslides Engineering Pliability Coal Mining Geological Phenomena
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Image-based velocity estimation of rock using Convolutional Neural Networks.

Neural networks : the official journal of the International Neural Network Society Jan 9, 2019
Digital images of rock samples have been using extensively in Digital Rock Physics (DRP) to evaluate physical parameters of rock such as permeability, P- and S-wave velocities and formation factor. The parameters are numerically computed by simulatio...
Humans Neural Networks, Computer Artificial Intelligence Machine Learning Image Processing, Computer-Assisted Geological Phenomena
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