ALBERT — All Library Books, journals and Electronic Records Telegrafenberg

Hits per page

hit 1 - 1 | 1 hit

Sorting

Unknown

3-D seismic interpretation with deep learning: a set of Python tutorials (2021)

Wrona, Thilo ; Pan, Indranil ; Bell, Rebecca ; [et al.]

GFZ Data Services

add to mindlist on the mindlist

Details

Publication Date: 2022-02-24

Description: Abstract

Description: Here we are sharing our code, tutorials and examples used to interpret geological structures (e.g. faults, salt bodies and horizones) in 2-D and/or 3-D seismic reflection data using deep learning. The repository is organised in a series of tutorials (Jupyter notebooks) with increasing degree of difficulty. We show step-by-step how to: (1) load seismic data, (2) train a model and (3) apply the model to map different geological structures. You can find a few visual examples on our poster and more technical details in our preprint.

Keywords: Seismic reflection data ; Seismic interpretation ; Machine learning ; Deep learning ; Geophysics ; EARTH SCIENCE ; EARTH SCIENCE 〉 OCEANS 〉 MARINE GEOPHYSICS ; EARTH SCIENCE 〉 SOLID EARTH 〉 TECTONICS

Type: Software , Software

Permalink

	Location	Call Number	Expected	Availability

Others were also interested in ...

DATA GFZ

S·F·X

Fulltext

hit 1 - 1 | 1 hit