{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T08:56:46Z","timestamp":1777625806982,"version":"3.51.4"},"reference-count":17,"publisher":"MDPI AG","issue":"4","license":[{"start":{"date-parts":[[2016,4,9]],"date-time":"2016-04-09T00:00:00Z","timestamp":1460160000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Hyperspectral remote-sensing in the reflected infrared and thermal infrared regions offers a unique and efficient alternative for mineral mapping, as most minerals exhibit spectral features in these regions, mainly in the shortwave and longwave infrared. Airborne hyperspectral data in both spectral regions, acquired with the AisaFENIX and AisaOWL (Specim) sensors over Makhtesh Ramon in Israel, were analyzed. Calculating the reflectance and emissivity spectra of each pixel in the shortwave infrared and longwave infrared region images, respectively, and determining mineral indices enabled identifying the dominant minerals in this area\u2014kaolinite, calcite, dolomite, quartz, feldspars and gypsum\u2014and mapping their spatial distribution in the surface. The benefit of using hyperspectral data from both reflected infrared and thermal infrared regions to improve mineral identification was demonstrated.<\/jats:p>","DOI":"10.3390\/rs8040318","type":"journal-article","created":{"date-parts":[[2016,4,11]],"date-time":"2016-04-11T12:07:36Z","timestamp":1460376456000},"page":"318","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["Integration of Hyperspectral Shortwave and Longwave Infrared Remote-Sensing Data for Mineral Mapping of Makhtesh Ramon in Israel"],"prefix":"10.3390","volume":"8","author":[{"given":"Gila","family":"Notesco","sequence":"first","affiliation":[{"name":"Remote Sensing Laboratory, Tel Aviv University, Tel Aviv 69978, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yaron","family":"Ogen","sequence":"additional","affiliation":[{"name":"Remote Sensing Laboratory, Tel Aviv University, Tel Aviv 69978, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eyal","family":"Ben-Dor","sequence":"additional","affiliation":[{"name":"Remote Sensing Laboratory, Tel Aviv University, Tel Aviv 69978, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2016,4,9]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/0034-4257(93)90025-S","article-title":"Mapping playa evaporite minerals with AVIRIS Data: A first report from Death Valley, California","volume":"44","author":"Crowley","year":"1993","journal-title":"Remote Sens. Environ."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1016\/j.oregeorev.2010.05.007","article-title":"Detecting areas of high-potential gold mineralization using ASTER data","volume":"38","author":"Gabr","year":"2010","journal-title":"Ore Geol. Rev."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"1388","DOI":"10.1109\/TGRS.2003.812908","article-title":"Comparison of airborne hyperspectral data and EO-1 Hyperion for mineral mapping","volume":"41","author":"Kruse","year":"2003","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1016\/S0034-4257(02)00186-4","article-title":"SEBASS hyperspectral thermal infrared data: Surface emissivity measurement and mineral mapping","volume":"85","author":"Vaughan","year":"2003","journal-title":"Remote Sens. Environ."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"7005","DOI":"10.3390\/rs6087005","article-title":"Mineral classification of land surface using multispectral LWIR and hyperspectral SWIR remote-sensing data: A case study over the Sokolov lignite open-pit mines, the Czech Republic","volume":"6","author":"Notesco","year":"2014","journal-title":"Remote Sens."},{"key":"ref_6","unstructured":"Velez-Reyes, M., and Kruse, F.A. (2015). Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI (Procedings of SPIE), SPIE Press."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"12282","DOI":"10.3390\/rs70912282","article-title":"Mineral classification of Makhtesh Ramon in Israel using hyperspectral longwave infrared (LWIR) remote-sensing data","volume":"7","author":"Notesco","year":"2015","journal-title":"Remote Sens."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"3529","DOI":"10.1080\/01431169508954644","article-title":"Surface mineral mapping of Makhtesh Ramon Negev, Israel using GER 63 channel scanner data","volume":"16","author":"Dor","year":"1995","journal-title":"Int. J. Remote Sens."},{"key":"ref_9","unstructured":"The Specim AisaFENIX System. Available online: http:\/\/www.specim.fi\/index.php\/products\/airborne\/aisafenix."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"12653","DOI":"10.1029\/JB095iB08p12653","article-title":"High spectral resolution reflectance spectroscopy of minerals","volume":"95","author":"Clark","year":"1990","journal-title":"J. Geophys. Res."},{"key":"ref_11","first-page":"427","article-title":"The infra-red spectrum and crystal structure of gypsum","volume":"236A","author":"Hass","year":"1956","journal-title":"Proc. R. Soc. A"},{"key":"ref_12","unstructured":"The USGS Spectral Library. Available online: http:\/\/speclab.cr.usgs.gov\/spectral-lib.html."},{"key":"ref_13","unstructured":"The Arizona State University Spectral Library. Available online: http:\/\/speclib.asu.edu."},{"key":"ref_14","unstructured":"Clark, R.N., King, T.V.V., and Gorelick, N.S. (1987, January 2\u20134). Automatic continuum analysis of reflectance spectra. Proceedings of the Third AIS Workshop, Pasadena, CA, USA."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1016\/0034-4257(93)90024-R","article-title":"Expert system-based mineral mapping in northern Death Valley, California\/Nevada using the Airborne Visible\/Infrared Imaging Spectrometer (AVIRIS)","volume":"44","author":"Kruse","year":"1993","journal-title":"Remote Sens. Environ."},{"key":"ref_16","unstructured":"Kruse, F.A., Thiry, M., and Hauff, P.L. (1991, January 14\u201318). Spectral identification (1.2\u20132.5 \u03bcm) and characterization of Paris basin kaolinite\/smectite clays using a field spectrometer. Proceedings of the 5th International Colloquium on Physical Measurements and Signatures in Remote Sensing, Courchevel, France."},{"key":"ref_17","first-page":"55","article-title":"Analysis of spectral absorption features in hyperspectral imagery","volume":"5","year":"2004","journal-title":"Int. J. Appl. Earth Observ. Geoinf."}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/8\/4\/318\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T19:22:00Z","timestamp":1760210520000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/8\/4\/318"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,4,9]]},"references-count":17,"journal-issue":{"issue":"4","published-online":{"date-parts":[[2016,4]]}},"alternative-id":["rs8040318"],"URL":"https:\/\/doi.org\/10.3390\/rs8040318","relation":{},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,4,9]]}}}