{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T12:05:12Z","timestamp":1783339512715,"version":"3.54.6"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1109\/jstars.2019.2924292","type":"journal-article","created":{"date-parts":[[2019,7,9]],"date-time":"2019-07-09T20:16:14Z","timestamp":1562703374000},"page":"4829-4842","source":"Crossref","is-referenced-by-count":114,"title":["A Machine Learning Framework for Drill-Core Mineral Mapping Using Hyperspectral and High-Resolution Mineralogical Data Fusion"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4758-6550","authenticated-orcid":false,"given":"Isabel Cecilia Contreras","family":"Acosta","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7899-738X","authenticated-orcid":false,"given":"Mahdi","family":"Khodadadzadeh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Laura","family":"Tusa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1203-741X","authenticated-orcid":false,"given":"Pedram","family":"Ghamisi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Richard","family":"Gloaguen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"23","article-title":"Mapping target signatures via partial unmixing of AVIRIS data","author":"boardman","year":"1995","journal-title":"JPL TRS"},{"key":"ref38","author":"sch\u00f6lkopf","year":"2002","journal-title":"Learning with kernels"},{"key":"ref33","first-page":"26","article-title":"Hyperspectral analysis of drill cores from the Kedonojankulma Cu-Au deposit","author":"arkimaa","year":"0","journal-title":"Proc Current Res 2nd GTK Mineral Potential Workshop"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2018.02.018"},{"key":"ref31","first-page":"143","article-title":"Cost-Effective means for identifying acid rock drainage risks: Integration of the geochemistry-mineralogy-texture approach and geometallurgical techniques","author":"parbhaker-fox","year":"0","journal-title":"Proc 2nd Australasian Inst Mining Metall (AusIMM) Int Geometallurgy Conf"},{"key":"ref30","first-page":"117","article-title":"Hyperspectral close-range LWIR imaging spectrometry&#x2014;3 case studies","author":"kuosmanen","year":"2015"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/WHISPERS.2016.8071784"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.oregeorev.2015.01.001"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2017.03.004"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2011.2178419"},{"key":"ref2","first-page":"35","article-title":"A new method for obtaining detailed mineral information on individual coal particles at the size that they are used in coke making","author":"krahenbuhl","year":"0","journal-title":"Proc Bowen Basin Symp"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-805329-4.00015-6"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1080\/01431161.2011.600350"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/01431160802282854"},{"key":"ref21","first-page":"1639","article-title":"Mineral information extraction for hyperspectral image based on modified spectral feature fitting algorithm","volume":"31","author":"xu","year":"2011","journal-title":"Spectrosc Spectral Anal"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1080\/08120099.2011.608170"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2010.05.006"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2113\/econgeo.106.2.289"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.gexplo.2016.09.008"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2016.2616418"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/72.788640"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.5589\/m09-018"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011501125239"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1117\/12.2003054"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.844293"},{"key":"ref12","first-page":"3","article-title":"Spectroscopy of rocks and minerals, and principles of spectroscopy","author":"clark","year":"1999","journal-title":"Remote Sensing for the Earth Sciences Manual of Remote Sensing"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2003.09.001"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1029\/1998JE000624"},{"key":"ref15","article-title":"USGS Spectral Library Version 7: U.S. Geological Survey Data Series 1035","author":"kokaly","year":"0"},{"key":"ref16","first-page":"38","article-title":"Automated mineralogical core logging at the Emmie Bluff iron oxide-copper-gold prospect","volume":"41","author":"huntington","year":"2006","journal-title":"MESA Journal"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-93962-7_21"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1179\/174327507X167028"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.09.007"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.5194\/gi-6-429-2017"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.mineng.2016.11.008"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11837-000-0126-9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.minpro.2006.07.018"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.geothermics.2016.01.005"},{"key":"ref7","first-page":"1283","article-title":"Reflectance spectroscopy as a drill core logging technique: An example using core from the Akutan geothermal exploration project","volume":"36","author":"littlefield","year":"2012","journal-title":"Geotherm Res Council Trans"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2011.11.002"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1080\/01431169608948728"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1017\/S1431927617000460"},{"key":"ref45","first-page":"1","article-title":"Use of the mineral liberation analyzer (MLA) for mineralogical studies of sediments and sedimentary rocks","author":"sylvester","year":"2012","journal-title":"Mineralogical Association of Canada Short Course 42"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.2138\/am.2010.3371"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.mineng.2017.06.006"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1021\/ac60214a047"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3390\/rs9010088"},{"key":"ref44","author":"pattee","year":"1963","journal-title":"X-Ray Optics and X-Ray Microanalysis"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.4236\/jmmce.2003.21003"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/8979194\/08758206.pdf?arnumber=8758206","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T21:06:28Z","timestamp":1657746388000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8758206\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":52,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/jstars.2019.2924292","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,12]]}}}