Artificial Intelligence (AI) has become a very useful tool in some areas of earth science studies such as geophysics. For example, in petrophysics it is used for lithofacies classification and reservoir characterization from well-logs data. In gravity and magnetism, the AI is used for contacts identification and causative sources characterization and in seismology, the AI is used for earthquake characterization. In seismic data processing, the artificial intelligence is used for waveform inversion, automatic picking of seismic first-arrivals, and automatic interpretation of seismic horizons and faults. In electromagnetism, the ANNs are used for Interpretation of airborne data. In oceanography, the AI is used for segmentation and classification of topographic profiles of ridge-flank seafloor.
Artificial intelligence and machine learning have become a hot topic of research in geophysics with computer sciences development, the objective is to facilitate geophysical data acquisition processing and interpretation, the goal of the research topic to collect recent advances related artificial intelligence and machine learning in geophysics. We welcome papers in this Research Topic with focus on Artificial Neural Networks and Machine learning in the following area and other relevant research including:
1-Petrophysics/Formation Evaluation;
2-Seismic method;
3-Gravity/Magnetic Potential field methods;
4-Electromagnetism/Magneto-telluric;
5-Geology/Geophysics;
6-Geography, Geodesy/Topography;
7-Oceanography Hydrology/Hydrogeology;
8-Application of the fractal Analysis combined with Artificial Intelligence in earth sciences;
9-Wavelet Transform/Edges detection techniques combined with Artificial Intelligence;
10-New Learning techniques/Deep learning in Earth Sciences.
Artificial Intelligence (AI) has become a very useful tool in some areas of earth science studies such as geophysics. For example, in petrophysics it is used for lithofacies classification and reservoir characterization from well-logs data. In gravity and magnetism, the AI is used for contacts identification and causative sources characterization and in seismology, the AI is used for earthquake characterization. In seismic data processing, the artificial intelligence is used for waveform inversion, automatic picking of seismic first-arrivals, and automatic interpretation of seismic horizons and faults. In electromagnetism, the ANNs are used for Interpretation of airborne data. In oceanography, the AI is used for segmentation and classification of topographic profiles of ridge-flank seafloor.
Artificial intelligence and machine learning have become a hot topic of research in geophysics with computer sciences development, the objective is to facilitate geophysical data acquisition processing and interpretation, the goal of the research topic to collect recent advances related artificial intelligence and machine learning in geophysics. We welcome papers in this Research Topic with focus on Artificial Neural Networks and Machine learning in the following area and other relevant research including:
1-Petrophysics/Formation Evaluation;
2-Seismic method;
3-Gravity/Magnetic Potential field methods;
4-Electromagnetism/Magneto-telluric;
5-Geology/Geophysics;
6-Geography, Geodesy/Topography;
7-Oceanography Hydrology/Hydrogeology;
8-Application of the fractal Analysis combined with Artificial Intelligence in earth sciences;
9-Wavelet Transform/Edges detection techniques combined with Artificial Intelligence;
10-New Learning techniques/Deep learning in Earth Sciences.
