urn:nasa:pds:libs_reference_database 1.0 1.17.0.0 Product_Bundle Dyar, M. Darby; Lepore, Kate Ward, Jennifer 2026 10.17189/b2aj-cz96 Multi-Parameter LIBS Reference Database of Geological Materials bundle. 2026-02-05 1.0 Initial version. 2015-04-14Z 2022-10-27Z Science Partially Processed Acquisition of a Multi-Parameter LIBS Reference Database of Geological Materials Individual Investigation urn:nasa:pds:context:investigation:individual.libs_reference_database bundle_to_investigation The Mineral Spectroscopy Laboratory at Mount Holyoke College Host urn:nasa:pds:context:facility:laboratory.mhc is_facility ChemLIBS Instrument urn:nasa:pds:context:instrument:mhc.chemlibs is_instrument SuperLIBS Instrument urn:nasa:pds:context:instrument:mhc.superlibs is_instrument pLIBS Z-300 Instrument urn:nasa:pds:context:instrument:mhc.plibs_z300 is_instrument pLIBS Z-903 Instrument urn:nasa:pds:context:instrument:mhc.plibs_z903 is_instrument urn:nasa:pds:context:resource:resource.libs_reference_database_online has_resource urn:nasa:pds:libs_reference_database:document:libs_metadata bundle_to_document urn:nasa:pds:libs_reference_database:document:user_guide bundle_to_document 10.1016/j.sab.2015.02.003 Boucher, T.F., Ozanne, M.V., Carmosino, M.L., Dyar, M.D., Mahadevan, S., Breves, E.A., Lepore, K.H., and Clegg, S.M. (2015). A study of machine learning regression methods for major elemental analysis of rocks using laser-induced breakdown spectroscopy. Spectrochim. Acta B, 107, 1-10. 10.1002/cem.2727 Boucher, T., Carey, CJ, Dyar, M.D., Mahadevan, S., Clegg, S.M., and Wiens, R. (2015). Manifold preprocessing for laser-induced breakdown spectroscopy under Mars conditions. J. Chemometrics, 29(9), 484-491. 10.1016/j.sab.2016.07.010 Dyar, M. D., Fassett, C. I., Giguere, S., Lepore, K., Byrne, S., Boucher, T., Carey, CJ, and Mahadevan, S. (2016). Comparison of univariate and multivariate models for prediction of major and minor elements from laser-induced breakdown spectra with and without masking. Spectrochimica Acta Part B: Atomic Spectroscopy, 123, 93-104. 10.1016/j.sab.2016.10.018 Dyar, M.D., Giguere, S., Carey, CJ, and Boucher, T. S. (2016). Comparison of baseline removal methods for laser-induced breakdown spectroscopy of geological samples. Spectrochim. Acta B., 126, 53-64. 10.1177/0003702816685095 Lepore, K. H., Fassett, C. I., Breves, E. A., Byrne, S., Giguere, S., Boucher, T., Rhodes, J. M., Vollinger, M., Anderson, C. H., Murray, R. W., and Dyar, M. D. (2017). Matrix Effects in Quantitative Analysis of Laser-Induced Breakdown Spectroscopy (LIBS) of Rock Powders Doped with Cr, Mn, Ni, Zn, and Co. Applied Spectroscopy, 71(4), 600–626. 10.1016/j.sab.2017.11.010 Ytsma, C. R., and Dyar, M. D. (2018). Effects of univariate and multivariate regression on the accuracy of hydrogen quantification with laser-induced breakdown spectroscopy. Spectrochimica Acta Part B: Atomic Spectroscopy, 139, 27–37. 10.1016/j.sab.2019.105715 Ytsma, C. R., and Dyar, M. D. (2019). Accuracies of lithium, boron, carbon, and sulfur quantification in geological samples with laser-induced breakdown spectroscopy in Mars, Earth, and vacuum conditions. Spectrochimica Acta Part B: Atomic Spectroscopy, 162, 105715. 10.1016/j.sab.2020.105946 Ytsma, C. R., Knudson, C. A., Dyar, M. D., McAdam, A. C., Michaud, D. D., and Rollosson, L. M. (2020). Accuracies and detection limits of major, minor, and trace element quantification in rocks by portable laser-induced breakdown spectroscopy. Spectrochimica Acta Part B: Atomic Spectroscopy, 171, 105946. 10.1016/j.sab.2021.106073 Dyar, M. D., and Ytsma, C. R. (2021). Effect of data set size on geochemical quantification accuracy with laser-induced breakdown spectroscopy. Spectrochimica Acta Part B: Atomic Spectroscopy, 177, 106073. 10.1016/j.sab.2022.106408 Lepore, K. H., Ytsma, C. R., and Dyar, M. D. (2022). Quantitative prediction accuracies derived from laser-induced breakdown spectra using optimized multivariate submodels. Spectrochimica Acta Part B: Atomic Spectroscopy, 191, 106408. 10.1016/j.sab.2022.106395 Ytsma, C. R., and Dyar, M. D. (2022). Calculations of and effects on quantitative limits for multivariate analyses of geological materials with laser-induced breakdown spectroscopy. Spectrochimica Acta Part B: Atomic Spectroscopy, 191, 106395. 10.1029/2023GL102919 Lepore, K. H., Dyar, M. D., and Ytsma, C. R. (2023). Effect of Plasma Temperature on Major Element Prediction Accuracy From Laser‐Induced Breakdown Spectroscopy. Geophysical Research Letters, 50(8). 10.1016/j.sab.2023.106839 Lepore, K. H., Dyar, M. D., and Ytsma, C. R. (2024). Sharing calibration information among laser-induced breakdown spectroscopy instruments using spectral line binning and calibration transfer. Spectrochimica Acta Part B: Atomic Spectroscopy, 211, 106839. 10.1016/j.sab.2024.106970 Lepore, K. H., Belkhodja, I., Dyar, M. D., and Ytsma, C. R. (2024). Direct comparison of Earth, Mars, and lunar quantification accuracies derived from laser-induced breakdown spectra of rocks. Spectrochimica Acta Part B: Atomic Spectroscopy, 217, 106970. 10.1029/2024EA003635 Dyar, M. D., Ytsma, C. R., and Lepore, K. (2024). Geochemistry by Laser‐Induced Breakdown Spectroscopy on the Moon: Accuracy, Detection Limits, and Realistic Constraints on Interpretations. Earth and Space Science, 11(10). Archive readme.txt 0 7-Bit ASCII Text Carriage-Return Line-Feed urn:nasa:pds:libs_reference_database:data_chemlibs Primary bundle_has_data_collection urn:nasa:pds:libs_reference_database:data_superlibs Primary bundle_has_data_collection urn:nasa:pds:libs_reference_database:data_plibs_z300 Primary bundle_has_data_collection urn:nasa:pds:libs_reference_database:data_plibs_z903 Primary bundle_has_data_collection urn:nasa:pds:libs_reference_database:document Primary bundle_has_document_collection