{
"USGS Publications Warehouse": { "@context": "https://schema.org", "@type": "CreativeWork", "additionalType": "Book Chapter", "name": "Introduction to the Python Hyperspectral Analysis Tool (PyHAT)", "identifier": [ { "@type": "PropertyValue", "propertyID": "USGS Publications Warehouse IndexID", "value": "70249418", "url": "https://pubs.usgs.gov/publication/70249418" }, { "@type": "PropertyValue", "propertyID": "USGS Publications Warehouse Internal ID", "value": 70249418 }, { "@type": "PropertyValue", "propertyID": "DOI", "value": "10.1016/B978-0-12-818721-0.00012-4", "url": "https://doi.org/10.1016/B978-0-12-818721-0.00012-4" } ], "inLanguage": "en", "datePublished": "2022", "dateModified": "2023-10-10", "abstract": "Spectroscopic data are rich in information and are commonly used in planetary research. Many mission teams, research labs, and individual research scientists derive thematic products from multi- and\u00a0hyperspectral data\u00a0sets and apply\u00a0spectroscopic analysis\u00a0techniques to derive new understanding. The PyHAT is a powerful and versatile, free, and open-source Python library designed to support exploratory spectral data analysis, the derivation of mission generated thematic products, and the application of statistical learning methods to spectral data. We present a general overview of the software architecture and identify the classes of users we seek to support. Four case studies demonstrate the use for both orbital and in-situ (landed) hyperspectral data.", "description": "36 p.", "publisher": { "@type": "Organization", "name": "Elsevier" }, "author": [ { "@type": "Person", "name": "Laura, Jason", "givenName": "Jason", "familyName": "Laura", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0002-1377-8159", "url": "https://orcid.org/0000-0002-1377-8159" }, "affiliation": [ { "@type": "Organization", "name": "Astrogeology Science Center", "url": "https://www.usgs.gov/centers/astrogeology-science-center" } ] }, { "@type": "Person", "name": "Gaddis, Lisa R.", "givenName": "Lisa R.", "familyName": "Gaddis", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0001-9953-5483", "url": "https://orcid.org/0000-0001-9953-5483" }, "affiliation": [ { "@type": "Organization", "name": "Astrogeology Science Center", "url": "https://www.usgs.gov/centers/astrogeology-science-center" } ] }, { "@type": "Person", "name": "Anderson, Ryan rbanderson@usgs.gov", "givenName": "Ryan", "familyName": "Anderson", "email": "rbanderson@usgs.gov", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0003-4465-2871", "url": "https://orcid.org/0000-0003-4465-2871" }, "affiliation": [ { "@type": "Organization", "name": "Astrogeology Science Center", "url": "https://www.usgs.gov/centers/astrogeology-science-center" } ] }, { "@type": "Person", "name": "Aneece, Itiya", "givenName": "Itiya", "familyName": "Aneece", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0002-1201-5459", "url": "https://orcid.org/0000-0002-1201-5459" }, "affiliation": [ { "@type": "Organization", "name": "Western Geographic Science Center", "url": "https://www.usgs.gov/centers/western-geographic-science-center" } ] } ], "funder": [ { "@type": "Organization", "name": "Astrogeology Science Center", "url": "https://www.usgs.gov/centers/astrogeology-science-center" }, { "@type": "Organization", "name": "Western Geographic Science Center", "url": "https://www.usgs.gov/centers/western-geographic-science-center" } ] }
}