Please enable JavaScript.
Coggle requires JavaScript to display documents.
Volcanic Seismology and AI (Signal Processing (Waveform (Skewness,…
Volcanic Seismology and AI
Data
Signal
USGS
VSOM (Colombia)
SCEC
NCEDC (Cali)
Global Infrasound
INGV (Italy)
OVDAS (Chile)
IGEPN
BMKG (Indonesia)
Image
METOP-IASI
Sentinel 1
Sentinel 2
MODIS
NASA AVRIS
Landsat
Landsat 7
Band 4
Band 2
Band 7
Landsat 8
Band 3
Band 5
Band 7
Signal Processing
Waveform
Skewness
Kurtosis
Variance
Amplitude mean
Amplitude max
multi-wave STA
multi-wave energy
Presence / Absence of S waves
Frequency
MFCC Mel Frequency Cepstral Coefficient
Multi-narrow-band energy
5 top frequency peak mean
Pitch
Temporal
Envelope Kurtosis
Envelope Skewness
Median
Duration
1st circular movement
Short term average
Long term average
Ratio
STA/LTA
Delta coefficient
Delta/Delta Coefficient
Peak P: Peak S
Filtering
Butterworth Filters
Kaiser
Bandpass filter
0.1-0.3Hz microbarom
Analysis
Deep Learning
Supervised
Probabilistic NN
Levenberg-Marquardt back-propagation
rNN
PNNCB
BP-Adaboost
Cartesian Genetic Programming ANN
Restricted Boltzmann Machine
Unsupervised
Self-Organising Map NN (Kohonen)
Recurrent
LSTM
GAN
Gated Recurrent Unit
Remote Sensing
ANN
CNN
Machine Learning
Attribute analysis
Independent component analysis
Blind source separation
Radial basis function
partial least squares
Linear bayesian normal density based classifier
Quadratic bayesian normal density based classifier
Gaussian mixed model
Support Vector Machine
Principal Component Analysis
Hidden markov model
Vasconello Genetic SVM
Autoencoder
Clustering
kNN
xNN
K-means
Random Forests
Heirarchical
single linkage
average linkage
complete linkage
Partitioning
k-centres
Parzen window
Key Authors
Titos
Khattak
Curilem
Lara-Cueva
Orozco-Alzate
Labels
Waveform events
Volcano-derived
Long Period
Hybrid
Explosive
T1 harmonic tremors
T2 spasmodic tremors
Tremors
VolcanoTectonic
Silence
Noise
Non-Localised Non-Volcanic
Bolides
Mountain Associated Waves
Tsunamis
Regional
Localised Non-Volcanic
Lahars
Thunder
Avalanches
Collapses
Lava Flow
PDF