{"id":954,"date":"2026-04-22T03:22:16","date_gmt":"2026-04-22T07:22:16","guid":{"rendered":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/?page_id=954"},"modified":"2026-04-27T16:21:41","modified_gmt":"2026-04-27T20:21:41","slug":"data","status":"publish","type":"page","link":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/","title":{"rendered":"Data"},"content":{"rendered":"<div class=\"rsl-page\">\n<div class=\"rsl-hero\">\n<div class=\"rsl-hero__blob rsl-hero__blob--1\"><\/div>\n<div class=\"rsl-hero__blob rsl-hero__blob--2\"><\/div>\n<div class=\"rsl-hero__inner\">\n<div class=\"rsl-hero__icon\">\ud83d\uddc4\ufe0f<\/div>\n<h1 class=\"rsl-hero__title\">Data Collections<\/h1>\n<p class=\"rsl-hero__sub\">RSLab research datasets, distributed since 2008. Organized by geographic region.<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<p>  <!-- Global \/ International --><\/p>\n<div class=\"rsl-data-section\">\n<h2 class=\"rsl-section-title\" style=\"margin-top: 3rem;margin-bottom: 1.5rem;color: var(--rsl-blue-dark)\">Global \/ International Projects<\/h2>\n<div class=\"rsl-data-cards\">\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">ISMIP7 Observational Focus Group<\/h3>\n<p class=\"rsl-data-card__desc\">Datasets and Google Sheets associated with the ISMIP7 observational focus group for ice sheet model intercomparison.<\/p>\n<p>        <a href=\"https:\/\/www.ismip.org\/participants\/focus-groups\/observations\" target=\"_blank\" class=\"rsl-data-btn\">View Focus Group Data &rarr;<\/a>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p>  <!-- Greenland --><\/p>\n<div class=\"rsl-data-section\">\n<h2 class=\"rsl-section-title\" style=\"margin-top: 2rem;margin-bottom: 1.5rem;color: var(--rsl-blue-dark)\">Greenland<\/h2>\n<div class=\"rsl-data-cards\">\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">Greenland Ice Sheet Mass Balance at High Elevations<\/h3>\n<p class=\"rsl-data-card__desc\">Ice velocity and ice thickness measurements from 161 GPS traverse stations at ~2,000 m elevation, circumnavigating the Greenland Ice Sheet (1993\u20131997).<\/p>\n<p class=\"rsl-data-card__ref\">Thomas et al. 2000. <em>Science<\/em>, 289 &amp; Thomas et al. 2001. <em>J Geophys Res<\/em>, 106(D24).<\/p>\n<div style=\"gap:0.5rem;flex-wrap:wrap\">\n          <a href=\"https:\/\/theghub.org\/resources\/4713\" target=\"_blank\" class=\"rsl-data-btn\">Access Data on GHub &rarr;<\/a><br \/>\n          <a href=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/05\/22\/mass-balance-and-velocity-data-for-greenlands-ice-sheets-at-high-elevations\/\" target=\"_blank\" class=\"rsl-data-btn\" style=\"background:transparent;border:1px solid var(--rsl-blue-bright);color:var(--rsl-blue-bright)\">View Archive Post &rarr;<\/a>\n        <\/div>\n<\/p><\/div>\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">Annual Greenland Mass Balance and Elevation Change<\/h3>\n<p class=\"rsl-data-card__desc\">Annual rates of volume change, mass balance, and elevation change for the Greenland Ice Sheet from multi-mission altimetry.<\/p>\n<p class=\"rsl-data-card__ref\">Gao et al. 2026. <em>Earth Sciences<\/em>. <a href=\"https:\/\/doi.org\/10.31223\/X57B5X\" target=\"_blank\">https:\/\/doi.org\/10.31223\/X57B5X<\/a><\/p>\n<p>        <a href=\"https:\/\/doi.org\/10.5281\/zenodo.17903577\" target=\"_blank\" class=\"rsl-data-btn\">Access Data on Zenodo \u2192<\/a>\n      <\/div>\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">GRISHM (Trimline for the LIA ice margin)<\/h3>\n<p class=\"rsl-data-card__desc\">Automated trimline mapping and LIA ice margin datasets.<\/p>\n<p class=\"rsl-data-card__ref\">Salmani et al. 2026. <em>In Review<\/em>. <a href=\"https:\/\/doi.org\/10.21203\/rs.3.rs-9125064\/v1\" target=\"_blank\">https:\/\/doi.org\/10.21203\/rs.3.rs-9125064\/v1<\/a><\/p>\n<p>        <a href=\"https:\/\/zenodo.org\/records\/19007902\" target=\"_blank\" class=\"rsl-data-btn\">Access Data on Zenodo \u2192<\/a>\n      <\/div>\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">Spectral Radiometer Data for West Greenland<\/h3>\n<p class=\"rsl-data-card__desc\">Hyperspectral reflectance measurements of lichens collected in western Greenland near Jakobshavn Isbr\u00e6, used as reference data for multispectral image analysis and trimline mapping.<\/p>\n<p class=\"rsl-data-card__ref\">Van der Veen, CJ, <strong>Csatho, B<\/strong>, 2005. Spectral characteristics of Greenland lichens. <em>G\u00e9ographie physique et Quaternaire<\/em>, 59(1).<\/p>\n<p>        <a href=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/05\/22\/spectral-radiometer-data-for-west-greenland\/\" target=\"_blank\" class=\"rsl-data-btn\">Access Data \u2192<\/a>\n      <\/div>\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">IceBridge ATM L2 Icessn Elevation, Slope, and Roughness<\/h3>\n<p class=\"rsl-data-card__desc\">IceBridge ATM L2 Icessn Elevation, Slope, and Roughness data organized into individual flight lines, both in ASCII and ArcGIS shape file formats.<\/p>\n<p>        <a href=\"https:\/\/theghub.org\/resources\/4734\" target=\"_blank\" class=\"rsl-data-btn\">Access Data on GHub \u2192<\/a>\n      <\/div>\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">Outlet Glacier DEMs &amp; Elevation Change Records<\/h3>\n<p class=\"rsl-data-card__desc\">Multi-temporal DEM and surface elevation change products for major Greenland outlet glaciers (Jakobshavn, Helheim, Kangerlussuaq, N79). Derived from ICESat, ICESat-2, and airborne LIDAR.<\/p>\n<p>        <span class=\"rsl-data-access-note\">Contact lab for access.<\/span>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p>  <!-- Antarctica --><\/p>\n<div class=\"rsl-data-section\">\n<h2 class=\"rsl-section-title\" style=\"margin-top: 3rem;margin-bottom: 1.5rem;color: var(--rsl-blue-dark)\">Antarctica<\/h2>\n<div class=\"rsl-data-cards\">\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">McMurdo Dry Valleys \u2014 ICESat-2 Validation Survey<\/h3>\n<p class=\"rsl-data-card__desc\">Precisely surveyed ground control points collected to validate the horizontal accuracy of NASA&#8217;s ICESat-2 satellite.<\/p>\n<p class=\"rsl-data-card__ref\"><strong>Schenk, T, Csatho, B<\/strong>, Neumann, T, 2022. Assessment of ICESat-2&#8217;s Horizontal Accuracy. <em>IEEE TGRS<\/em>. <a href=\"https:\/\/doi.org\/10.1109\/TGRS.2022.3147722\" target=\"_blank\">DOI<\/a><\/p>\n<p>        <span class=\"rsl-data-access-note\">Contact lab for access.<\/span>\n      <\/div>\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">Siple Coast Ice Stream Altimetry<\/h3>\n<p class=\"rsl-data-card__desc\">Airborne laser altimetry profiles over Whillans Ice Stream and neighboring ice streams, West Antarctica.<\/p>\n<p class=\"rsl-data-card__ref\">Spikes, VB, <strong>Csatho, B<\/strong>, Hamilton, GS, Whillans, IM, 2003. Thickness changes on Whillans Ice Stream. <em>J Glaciol<\/em>, 49(165).<\/p>\n<p>        <span class=\"rsl-data-access-note\">Contact lab for access.<\/span>\n      <\/div>\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">Erebus Volcano LIDAR<\/h3>\n<p class=\"rsl-data-card__desc\">Airborne laser swath mapping (ALSM) data of the summit of Mount Erebus volcano, Antarctica.<\/p>\n<p class=\"rsl-data-card__ref\"><strong>Csatho, B, Schenk, T<\/strong>, Kyle, P, Wilson, T, Krabill, WB, 2008. Airborne laser swath mapping of Erebus volcano. <em>J Volcanol Geotherm<\/em>, 177. <a href=\"https:\/\/doi.org\/10.1016\/j.jvolgeores.2008.08.016\" target=\"_blank\">DOI<\/a><\/p>\n<p>        <span class=\"rsl-data-access-note\">Contact lab for access.<\/span>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p>  <!-- Alaska --><\/p>\n<div class=\"rsl-data-section\">\n<h2 class=\"rsl-section-title\" style=\"margin-top: 3rem;margin-bottom: 1.5rem;color: var(--rsl-blue-dark)\">Alaska \/ US<\/h2>\n<div class=\"rsl-data-cards\">\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">Spectral Radiometer Data for the North Slope, Alaska<\/h3>\n<p class=\"rsl-data-card__desc\">GIS layers and remote sensing-derived datasets from the North Slope region of Alaska, including land cover classification and lineament mapping products.<\/p>\n<p>        <a href=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/05\/20\/spectral-radiometer-data-for-the-north-slope-alaska\/\" target=\"_blank\" class=\"rsl-data-btn\">Access Data \u2192<\/a>\n      <\/div>\n<div class=\"rsl-data-card\">\n<h3 class=\"rsl-data-card__title\">SUNY at Buffalo &ndash; GPS Test Points<\/h3>\n<p class=\"rsl-data-card__desc\">GPS survey data collected at the University at Buffalo campus.<\/p>\n<p>        <a href=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/05\/20\/suny-at-buffalo-gps-test-points\/\" target=\"_blank\" class=\"rsl-data-btn\">Access Data \u2192<\/a>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p>  <!-- Request Access --><\/p>\n<div class=\"rsl-data-contact-box\">\n<h3>Requesting Access<\/h3>\n<p>To request access to datasets or for resources not listed here, contact:<\/p>\n<div class=\"rsl-data-contact-row\">\n      <a href=\"mailto:ivanparm@buffalo.edu\" class=\"rsl-data-contact-link\">\u2709 Ivan Parmuzin \u2014 ivanparm@buffalo.edu<\/a><br \/>\n      <a href=\"mailto:bcsatho@buffalo.edu\" class=\"rsl-data-contact-link\">\u2709 Dr. Beata Csatho \u2014 bcsatho@buffalo.edu<\/a>\n    <\/div>\n<\/p><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\uddc4\ufe0f Data Collections RSLab research datasets, distributed since 2008. Organized by geographic region. Global \/ International Projects ISMIP7 Observational Focus Group Datasets and Google Sheets associated with the ISMIP7 observational &#8230; <a title=\"Data\" class=\"read-more\" href=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/\" aria-label=\"Read more about Data\">Read more<\/a><\/p>\n","protected":false},"author":580,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-954","page","type-page","status-publish"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data - Remote Sensing Lab<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data - Remote Sensing Lab\" \/>\n<meta property=\"og:description\" content=\"\ud83d\uddc4\ufe0f Data Collections RSLab research datasets, distributed since 2008. Organized by geographic region. Global \/ International Projects ISMIP7 Observational Focus Group Datasets and Google Sheets associated with the ISMIP7 observational ... Read more\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/\" \/>\n<meta property=\"og:site_name\" content=\"Remote Sensing Lab\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-27T20:21:41+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/data\\\/\",\"url\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/data\\\/\",\"name\":\"Data - Remote Sensing Lab\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/#website\"},\"datePublished\":\"2026-04-22T07:22:16+00:00\",\"dateModified\":\"2026-04-27T20:21:41+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/data\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/data\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/data\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/#website\",\"url\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/\",\"name\":\"Remote Sensing Laboratory at the University at Buffalo\",\"description\":\"Department of Earth Sciences, University at Buffalo\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data - Remote Sensing Lab","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/","og_locale":"en_US","og_type":"article","og_title":"Data - Remote Sensing Lab","og_description":"\ud83d\uddc4\ufe0f Data Collections RSLab research datasets, distributed since 2008. Organized by geographic region. Global \/ International Projects ISMIP7 Observational Focus Group Datasets and Google Sheets associated with the ISMIP7 observational ... Read more","og_url":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/","og_site_name":"Remote Sensing Lab","article_modified_time":"2026-04-27T20:21:41+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/","url":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/","name":"Data - Remote Sensing Lab","isPartOf":{"@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/#website"},"datePublished":"2026-04-22T07:22:16+00:00","dateModified":"2026-04-27T20:21:41+00:00","breadcrumb":{"@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/data\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/"},{"@type":"ListItem","position":2,"name":"Data"}]},{"@type":"WebSite","@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/#website","url":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/","name":"Remote Sensing Laboratory at the University at Buffalo","description":"Department of Earth Sciences, University at Buffalo","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/pages\/954","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/users\/580"}],"replies":[{"embeddable":true,"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/comments?post=954"}],"version-history":[{"count":4,"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/pages\/954\/revisions"}],"predecessor-version":[{"id":975,"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/pages\/954\/revisions\/975"}],"wp:attachment":[{"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/media?parent=954"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}