Geo3D+AI@CSU

All

10 repositories

STV-MNet
Public
STV-MNet: Multi-Task Convolutional Neural Networks for Estimating Street Tree Carbon Storage from Baidu Street View Images (BSVIs)
convolutional-neural-networks biomass carbon-storage street-trees baidu-street-view-images
Rich Text Format
•1•1•0•2•Updated Dec 22, 2024Dec 22, 2024
ML4LSM
Public
Stacking ensemble of machine learning methods for landslide susceptibility mapping in Zhangjiajie City, Hunan Province, China
machine-learning random-forest extreme-gradient-boosting stacking-ensemble landslide-susceptibility gradient-boosting-decision-tree
Jupyter Notebook
•0•1•0•0•Updated Oct 16, 2024Oct 16, 2024
CNN4LSM
Public
Multi-scale convolutional neural networks (CNNs) for landslide inventory mapping from remote sensing imagery and landslide susceptibility mapping (LSM)
deep-learning convolutional-neural-networks landslide-susceptibility-mapping multi-scale-sampling landslide-inventory-identification
Python
•0•2•0•0•Updated Oct 16, 2024Oct 16, 2024
AdaHRBF
Public
Gradient-Adaptive Hermite-Birkhoff Radial Basis Function Interpolants for Three-dimensional Stratigraphic Implicit Modeling
interpolant gradient-magnitude hermite-birkhoff-radial-basis-function three-dimensional-stratigraphic-potential-field stratigraphic-attitude
MATLAB
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MIT License
•0•3•0•0•Updated Oct 16, 2024Oct 16, 2024
Bayesian-MCMC
Public
Bayesian-MCMC (Markov Chain Monte Carlo) Based Three-Dimensional Geological Model Optimization by Data and Knowledge Fusion
uncertainty bayes mcmc implicit-modeling cokriging-interpolant
Python
•0•0•0•0•Updated Oct 15, 2024Oct 15, 2024
MCS_GDM
Public
Uncertainty Evaluation of Soil Heavy Metal(loid) Pollution and Health Risk: A Geographic Detector with Monte Carlo Simulation
uncertainty-propagation nemerow-index non-carcinogenic-risk carcinogenic-risk factor-detector interaction-detector
Python
•0•0•0•0•Updated Oct 15, 2024Oct 15, 2024
3DCNN4MPM
Public
A lightweight convolutional neural network with end-to-end learning for three-dimensional mineral prospectivity modeling
convolutional-neural-networks deconvolution 3d-geological-models deconvolution-methods 3d-mineral-prospectivity-modeling
Python
•0•1•0•0•Updated Oct 15, 2024Oct 15, 2024
3DCNN4Litho
Public
Deep Subsurface Pseudo-Lithostratigraphic Modeling Based on Three-dimensional Convolutional Neural Network (3D CNN) Using Inversed Geophysical Properties and Shallow Subsurface Geological Model
adam-optimizer 3d-convolutional-neural-network pseudo-lithostratigraphic-modeling geophysical-properties deep-subsurface
Python
•0•1•0•0•Updated Oct 15, 2024Oct 15, 2024
Co-RBF
Public
Three-Dimensional Stratigraphic and Attributive Collaborative Modeling in Urban Engineering Construction
interpolant multivariate-radial-basis-function 3d-geological-modeling engineering-geological-property-model bearing-capacity-of-pile-foundation
MATLAB
•0•0•0•0•Updated Oct 11, 2024Oct 11, 2024
GCN-LSTM
Public
A groundwater level spatiotemporal prediction model based on graph convolutional networks with a long short-term memory
graph-convolutional-networks long-short-term-memory spatial-autocorrelation groundwater-level spatiotemporal-prediction temporal-dependency
Python
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GNU General Public License v3.0
•0•1•0•0•Updated Oct 11, 2024Oct 11, 2024