Dataset Open Access
Thiele, Samuel Thomas;
Kereszturi, K.;
Heap, M. J.;
Kidd, M.;
Tramontini, M.;
Rosas-Carbajal, M.;
Gloaguen, Richard
<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
<leader>00000nmm##2200000uu#4500</leader>
<datafield tag="542" ind1=" " ind2=" ">
<subfield code="l">open</subfield>
</datafield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">user-energy</subfield>
</datafield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">user-rodare</subfield>
</datafield>
<datafield tag="540" ind1=" " ind2=" ">
<subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
<subfield code="a">Creative Commons Attribution 4.0 International</subfield>
</datafield>
<datafield tag="100" ind1=" " ind2=" ">
<subfield code="a">Thiele, Samuel Thomas</subfield>
<subfield code="u">Helmholtz-Zentrum Dresden-Rossendorf</subfield>
<subfield code="0">(orcid)0000-0003-4169-0207</subfield>
</datafield>
<datafield tag="024" ind1=" " ind2=" ">
<subfield code="a">10.14278/rodare.3990</subfield>
<subfield code="2">doi</subfield>
</datafield>
<controlfield tag="005">20250924061206.0</controlfield>
<datafield tag="980" ind1=" " ind2=" ">
<subfield code="a">dataset</subfield>
</datafield>
<datafield tag="653" ind1=" " ind2=" ">
<subfield code="a">hyperspectral</subfield>
</datafield>
<datafield tag="653" ind1=" " ind2=" ">
<subfield code="a">rock property</subfield>
</datafield>
<datafield tag="653" ind1=" " ind2=" ">
<subfield code="a">Young's modulus</subfield>
</datafield>
<datafield tag="653" ind1=" " ind2=" ">
<subfield code="a">uniaxial compressive strength</subfield>
</datafield>
<datafield tag="653" ind1=" " ind2=" ">
<subfield code="a">machine learning</subfield>
</datafield>
<datafield tag="773" ind1=" " ind2=" ">
<subfield code="a">https://www.hzdr.de/publications/Publ-41879</subfield>
<subfield code="i">isIdenticalTo</subfield>
<subfield code="n">url</subfield>
</datafield>
<datafield tag="773" ind1=" " ind2=" ">
<subfield code="a">https://www.hzdr.de/publications/Publ-41360</subfield>
<subfield code="i">isReferencedBy</subfield>
<subfield code="n">url</subfield>
</datafield>
<datafield tag="773" ind1=" " ind2=" ">
<subfield code="a">10.14278/rodare.3989</subfield>
<subfield code="i">isVersionOf</subfield>
<subfield code="n">doi</subfield>
</datafield>
<datafield tag="520" ind1=" " ind2=" ">
<subfield code="a"><p>Data and jupyter notebooks used for the publication &quot;Hyperspectral mapping of density, porosity, stiffness, and strength in hydrothermally altered volcanic rocks&quot;.</p></subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">2282337</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/1_Alteration.ipynb</subfield>
<subfield code="z">md5:d634f81413cf451715c1329392463b2c</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">48758</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/2_DataPrep.ipynb</subfield>
<subfield code="z">md5:8596b52386e60d4d08e0f49e6881d7f8</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">318482</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/3_Regressions.ipynb</subfield>
<subfield code="z">md5:7c23bacaa4ea0e3f155577cba6798a66</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">287852</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/4_EnsemblePrediction.ipynb</subfield>
<subfield code="z">md5:14b5b0d04b80672010760b1f486fb277</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">1044922</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/5_SHAP.ipynb</subfield>
<subfield code="z">md5:42c379385a25ea1b2855f1b37df53a57</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">10303</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/lwir.hdr</subfield>
<subfield code="z">md5:3fda84139ca5844627101a7c9b3c8489</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">298288</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/lwir.lib</subfield>
<subfield code="z">md5:9e9671f161b84de4ca7496d237f94859</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">23296</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/mechAvg.npy</subfield>
<subfield code="z">md5:ae7605f80593e7e31d476a42623e9abf</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">12328</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/mwir.hdr</subfield>
<subfield code="z">md5:7e6eb2a4d375955ea189d67d2e68de4c</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">891968</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/mwir.lib</subfield>
<subfield code="z">md5:201931aef07583c1f0407468a3cf44a5</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">159</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/README.md</subfield>
<subfield code="z">md5:f5c14d13b3e30dbb7f79afd00bfe826c</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">52256</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/sampleIDs.npy</subfield>
<subfield code="z">md5:045df031d8390d7e978125bb31cfe954</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">1547932</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/shap_andesite_all.png</subfield>
<subfield code="z">md5:28b6b67b0d1ea9867dd8cfa09a35b471</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">1404041</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/shap_basalt_all.png</subfield>
<subfield code="z">md5:8039ae7f364f3288d45975aa83b34de8</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">13560</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/swir.hdr</subfield>
<subfield code="z">md5:38fcbb25e5512e72de89f141fc63908d</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">1303200</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/swir.lib</subfield>
<subfield code="z">md5:33bc375e9f676dd3007e9a82b514cac4</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">3318039</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/SWIR_MWIR_LWIR_SpecLib_v3b.xlsx</subfield>
<subfield code="z">md5:ec801e2844db1599fa494f605f129ace</subfield>
</datafield>
<datafield tag="856" ind1="4" ind2=" ">
<subfield code="s">43568</subfield>
<subfield code="u">https://rodare.hzdr.de/record/3990/files/volcanoes.npy</subfield>
<subfield code="z">md5:a6ede7c3d111ff7dde25c18d37a7efeb</subfield>
</datafield>
<datafield tag="650" ind1="1" ind2="7">
<subfield code="a">cc-by</subfield>
<subfield code="2">opendefinition.org</subfield>
</datafield>
<datafield tag="909" ind1="C" ind2="O">
<subfield code="o">oai:rodare.hzdr.de:3990</subfield>
<subfield code="p">openaire_data</subfield>
<subfield code="p">user-rodare</subfield>
<subfield code="p">user-energy</subfield>
</datafield>
<datafield tag="245" ind1=" " ind2=" ">
<subfield code="a">Data for Hyperspectral mapping of density, porosity, stiffness, and strength in hydrothermally altered volcanic rocks</subfield>
</datafield>
<datafield tag="260" ind1=" " ind2=" ">
<subfield code="c">2025-09-23</subfield>
</datafield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="a">Kereszturi, K.</subfield>
<subfield code="u">Massey University</subfield>
</datafield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="a">Heap, M. J.</subfield>
<subfield code="u">Université de Strasbourg</subfield>
</datafield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="a">Kidd, M.</subfield>
<subfield code="u">Massey University</subfield>
</datafield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="a">Tramontini, M.</subfield>
<subfield code="u">Universidad Nacional de La Plata</subfield>
</datafield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="a">Rosas-Carbajal, M.</subfield>
<subfield code="u">Institut de Physique du Globe de Paris</subfield>
</datafield>
<datafield tag="700" ind1=" " ind2=" ">
<subfield code="a">Gloaguen, Richard</subfield>
<subfield code="0">(orcid)0000-0002-4383-473X</subfield>
</datafield>
<controlfield tag="001">3990</controlfield>
</record>
| All versions | This version | |
|---|---|---|
| Views | 196 | 196 |
| Downloads | 252 | 252 |
| Data volume | 159.1 MB | 159.1 MB |
| Unique views | 171 | 171 |
| Unique downloads | 107 | 107 |