LIBS datasets

Here are download links, or zenodo links to our LIBS datasets available for download. Datas are in NetCDF files or in MATLAB(HDF5 compliant) formats.

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

Little first test dataset of three spectra: aluminium, glass and feldspar. See the notebook and download netcdf,

LIBS workshop demo dataset. Read more on information page

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

Rare Earth Elements glass melts dataset. Information

Minerals dataset. Information . Minerals, mostly from Aalto University collections.

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

Rock thin section images dataset.

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: August 15, 2025. Please contact me by email for any questions, suggestions or improvements.