LIBS datasets

Here are download links or zenodo links to our LIBS datasets available for download. Datas are in .JLD2 or in .MAT MATLAB formats both of which are HDF5-compatible fileformats.

Datasets are licensed as either CC-BY-SA or CC0(public domain) so they are mostly free to use however you wish, check details on each repository.

LASOLIBS Datasets

Small example LIBS dataset of three spectra: aluminium, glass and feldspar. See the notebook and download dataset. Licensed CC0

LIBS workshop demo dataset. Read more on information page. Licensed CC0

Pure elements dataset. Information page. You can download single spectra from the information page. Licensed CC0

Rare Earth Elements glass melts dataset. Information. You can download single spectra from the information page also. Todo: check if I can license this CC0 or should refer to University of Edinburgh

Minerals dataset. Information . Minerals, mostly from Aalto University collections. You can download single spectra from the information page. Licensed CC0

Rock LIBS images dataset. Information . Different rocks LIBS imaged, mostly Aalto collections. Licensed CC0

Rock thin section images dataset. Information. Licensed CC0

Drill core boxes datasets (Waiting for permissions). TODO: verify permissions for each(4).

Drill core piece sets. TODO: process and verify permission

Circuit boards. TODO

Other?

Tunnelscanner datasets (older):

Tunnel face scans of Otaniemi research tunnel https://zenodo.org/records/3250672 and TODO: second scan at research tunnel.

Tunnel scanner mineral demo scan https://zenodo.org/records/3250672.

Tunnel face scan at mine permission?

CC BY-SA 4.0 Ilkka Laine. Last modified: July 06, 2026. Please contact me by email for any questions, suggestions or improvements.