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I am currently working on a project that involves the input of seismic attributes (instantaneous amplitude, instantaneous frequency etc.) to a machine learning/deep learning model (eg. A Neural Network) . The output given by the model are petrophysical properties such as Porosity,Permeability etc.

To create this model, I need seismic as well as digital well log data from the same area which I have not been able to find.

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Conoco Philips made the Poseidon data available including 3D seismic data and well logs.

https://drive.google.com/drive/folders/0B7brcf-eGK8CRUhfRW9rSG91bW8

All data is made available under the terms of the Creative Commons “Attribution 3.0 Australia” licence, be sure to treat it accordingly.

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The SEG has a list of open file seismic data sets here: https://wiki.seg.org/wiki/Open_data

For a number of these surveys well logs are also given.

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  • $\begingroup$ I need ,both the well log and seismic data to be from the same area. SEG's data does not fulfil that requirement. $\endgroup$ – Faraz Gerrard Jamal May 18 '18 at 12:02
  • $\begingroup$ A number of the links on that page have well logs as well as seismic. For example the Poseidon survey in Australia: drive.google.com/drive/folders/0B7brcf-eGK8Cbk9ueHA0QUU4Zjg $\endgroup$ – stevej May 21 '18 at 20:10
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There is a data repository https://opendtect.org/osr/ . from what I understand, it is a repository made for OpendTect and maintain by dGB Earth Sciences. There you can find seismic and well data. Also New Zeland gov has published this https://www.linkedin.com/feed/update/urn:li:activity:6384901298944380928. That one, I didn't have the chance to work with, but should work fine for seens you need. Austarlia has a similar open data base but can't find the link now.

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