{"id":686,"date":"2024-03-19T18:25:23","date_gmt":"2024-03-19T18:25:23","guid":{"rendered":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/?p=686"},"modified":"2024-03-19T18:26:59","modified_gmt":"2024-03-19T18:26:59","slug":"investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis","status":"publish","type":"post","link":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/","title":{"rendered":"Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis"},"content":{"rendered":"\n<p>This study examines the current surface conditions of a study area near\u00a0Toolik Lake,\u00a0Alaska,\u00a0and seeks to differentiate the surficial geology and geomorphology, largely influenced by glacial activity, as well as the ecology of the region, in order to characterize the current state of the permafrost table. Using an object-oriented multi-scale segmentation approach, this study will utilize Definiens Professional, a remote sensing application that, among other things, allows for rapid reproduction of GIS-ready information (Definiens 2006), fuzzy analysis of data and integration of multiple data types within the same project. Working in conjunction with ENVI, it will allow for the construction of a model based on spectral properties of the surface materials and hopefully yield more accurate results than a pixel-based classification solely based on a training set.<\/p>\n\n\n\n<p>Data for this thesis project will include <a href=\"http:\/\/eo1.usgs.gov\/hyperion.php\">Hyperion<\/a>, <a href=\"http:\/\/eo1.usgs.gov\/ali.php\">EO-1<\/a>, and <a href=\"http:\/\/landsat.gsfc.nasa.gov\/\">Landsat <\/a>images; as well as, various vector datasets including elevation and land cover.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"565\" height=\"197\" src=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/AtigunPass-1.jpg\" alt=\"Looking South Toward Galbraith Lake. Photo: Justin Rich\" class=\"wp-image-688\" srcset=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/AtigunPass-1.jpg 565w, https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/AtigunPass-1-300x105.jpg 300w\" sizes=\"(max-width: 565px) 100vw, 565px\" \/><figcaption class=\"wp-element-caption\">Looking South Toward Galbraith Lake. Photo: Justin Rich<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><strong>DOWNLOADS<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Spectral radiometer data for sites near Toolik and Galbraith Lakes, Alaska &#8211;&nbsp;<a href=\"http:\/\/rsl.geology.buffalo.edu\/data\/\/Pages\/NorthSlope_Data.html\">Launch<\/a><\/li>\n\n\n\n<li>Poster Presented (low-resolution version) during the 38<sup>th<\/sup>\u00a0annual Arctic Workshop in Boulder, CO\n<ul class=\"wp-block-list\">\n<li>Poster &#8211; <a href=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/ArcticWorkshop_PosterLowRes.pdf\" data-type=\"link\" data-id=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/ArcticWorkshop_PosterLowRes.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Download<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Useful Links<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Arctic Long-Term Ecological Research Site &#8211;\u00a0<a href=\"http:\/\/ecosystems.mbl.edu\/ARC\/\">Launch<\/a><\/li>\n\n\n\n<li>Toolik Lake Field Station GIS &#8211;&nbsp;<a href=\"http:\/\/www.uaf.edu\/toolik\/gis\/\">Launch<\/a><\/li>\n\n\n\n<li>National Snow and Ice Data Center &#8211;\u00a0<a href=\"http:\/\/nsidc.org\/index.html\">Launch<\/a><\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-group has-background\" style=\"background:linear-gradient(135deg,rgb(247,242,255) 0%,rgb(232,240,255) 100%)\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>REFERENCE<\/strong><\/p>\n\n\n\n<p>Definiens AG. (2006). Definiens Professional 5: User Guide v.5.0.6.2. Published by Definiens AG, Munchen, Germany.<\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>This study examines the current surface conditions of a study area near\u00a0Toolik Lake,\u00a0Alaska,\u00a0and seeks to differentiate the surficial geology and geomorphology, largely influenced by glacial activity, as well as the &hellip; <a href=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":580,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-686","post","type-post","status-publish","format-standard","hentry","category-research"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis - Remote Sensing Laboratory at the Department of Geological Sciences at UB<\/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\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis - Remote Sensing Laboratory at the Department of Geological Sciences at UB\" \/>\n<meta property=\"og:description\" content=\"This study examines the current surface conditions of a study area near\u00a0Toolik Lake,\u00a0Alaska,\u00a0and seeks to differentiate the surficial geology and geomorphology, largely influenced by glacial activity, as well as the &hellip; Continue reading Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis &rarr;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/\" \/>\n<meta property=\"og:site_name\" content=\"Remote Sensing Laboratory at the Department of Geological Sciences at UB\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-19T18:25:23+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-19T18:26:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/AtigunPass-1.jpg\" \/>\n<meta name=\"author\" content=\"msalmani\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"msalmani\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/\"},\"author\":{\"name\":\"msalmani\",\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/#\\\/schema\\\/person\\\/d7d8ff5a7bb1d1f6fd8b590df4a9fc2a\"},\"headline\":\"Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis\",\"datePublished\":\"2024-03-19T18:25:23+00:00\",\"dateModified\":\"2024-03-19T18:26:59+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/\"},\"wordCount\":239,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/wp-content\\\/uploads\\\/sites\\\/201\\\/2024\\\/03\\\/AtigunPass-1.jpg\",\"articleSection\":[\"Research\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/\",\"url\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/\",\"name\":\"Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis - Remote Sensing Laboratory at the Department of Geological Sciences at UB\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/wp-content\\\/uploads\\\/sites\\\/201\\\/2024\\\/03\\\/AtigunPass-1.jpg\",\"datePublished\":\"2024-03-19T18:25:23+00:00\",\"dateModified\":\"2024-03-19T18:26:59+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/#\\\/schema\\\/person\\\/d7d8ff5a7bb1d1f6fd8b590df4a9fc2a\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/#primaryimage\",\"url\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/wp-content\\\/uploads\\\/sites\\\/201\\\/2024\\\/03\\\/AtigunPass-1.jpg\",\"contentUrl\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/wp-content\\\/uploads\\\/sites\\\/201\\\/2024\\\/03\\\/AtigunPass-1.jpg\",\"width\":565,\"height\":197,\"caption\":\"Looking South Toward Galbraith Lake. Photo: Justin Rich\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/2024\\\/03\\\/19\\\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis\"}]},{\"@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\":\"\",\"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\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/#\\\/schema\\\/person\\\/d7d8ff5a7bb1d1f6fd8b590df4a9fc2a\",\"name\":\"msalmani\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/c72b052f73a2e69d4244109f7d3685be423a00c35d7452f947bca3908f2f79d9?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/c72b052f73a2e69d4244109f7d3685be423a00c35d7452f947bca3908f2f79d9?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/c72b052f73a2e69d4244109f7d3685be423a00c35d7452f947bca3908f2f79d9?s=96&d=mm&r=g\",\"caption\":\"msalmani\"},\"url\":\"https:\\\/\\\/ubwp.buffalo.edu\\\/glyremotesensinglab\\\/author\\\/msalmani\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis - Remote Sensing Laboratory at the Department of Geological Sciences at UB","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\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/","og_locale":"en_US","og_type":"article","og_title":"Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis - Remote Sensing Laboratory at the Department of Geological Sciences at UB","og_description":"This study examines the current surface conditions of a study area near\u00a0Toolik Lake,\u00a0Alaska,\u00a0and seeks to differentiate the surficial geology and geomorphology, largely influenced by glacial activity, as well as the &hellip; Continue reading Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis &rarr;","og_url":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/","og_site_name":"Remote Sensing Laboratory at the Department of Geological Sciences at UB","article_published_time":"2024-03-19T18:25:23+00:00","article_modified_time":"2024-03-19T18:26:59+00:00","og_image":[{"url":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/AtigunPass-1.jpg","type":"","width":"","height":""}],"author":"msalmani","twitter_card":"summary_large_image","twitter_misc":{"Written by":"msalmani","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/#article","isPartOf":{"@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/"},"author":{"name":"msalmani","@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/#\/schema\/person\/d7d8ff5a7bb1d1f6fd8b590df4a9fc2a"},"headline":"Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis","datePublished":"2024-03-19T18:25:23+00:00","dateModified":"2024-03-19T18:26:59+00:00","mainEntityOfPage":{"@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/"},"wordCount":239,"commentCount":0,"image":{"@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/#primaryimage"},"thumbnailUrl":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/AtigunPass-1.jpg","articleSection":["Research"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/","url":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/","name":"Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis - Remote Sensing Laboratory at the Department of Geological Sciences at UB","isPartOf":{"@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/#primaryimage"},"image":{"@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/#primaryimage"},"thumbnailUrl":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/AtigunPass-1.jpg","datePublished":"2024-03-19T18:25:23+00:00","dateModified":"2024-03-19T18:26:59+00:00","author":{"@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/#\/schema\/person\/d7d8ff5a7bb1d1f6fd8b590df4a9fc2a"},"breadcrumb":{"@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/#primaryimage","url":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/AtigunPass-1.jpg","contentUrl":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-content\/uploads\/sites\/201\/2024\/03\/AtigunPass-1.jpg","width":565,"height":197,"caption":"Looking South Toward Galbraith Lake. Photo: Justin Rich"},{"@type":"BreadcrumbList","@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/2024\/03\/19\/investigation-of-the-permafrost-table-through-multi-resolution-object-oriented-fuzzy-analysis\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/"},{"@type":"ListItem","position":2,"name":"Investigation of the Permafrost Table through Multi-resolution Object-Oriented Fuzzy Analysis"}]},{"@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":"","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"},{"@type":"Person","@id":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/#\/schema\/person\/d7d8ff5a7bb1d1f6fd8b590df4a9fc2a","name":"msalmani","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/c72b052f73a2e69d4244109f7d3685be423a00c35d7452f947bca3908f2f79d9?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/c72b052f73a2e69d4244109f7d3685be423a00c35d7452f947bca3908f2f79d9?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c72b052f73a2e69d4244109f7d3685be423a00c35d7452f947bca3908f2f79d9?s=96&d=mm&r=g","caption":"msalmani"},"url":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/author\/msalmani\/"}]}},"_links":{"self":[{"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/posts\/686","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/types\/post"}],"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=686"}],"version-history":[{"count":2,"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/posts\/686\/revisions"}],"predecessor-version":[{"id":693,"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/posts\/686\/revisions\/693"}],"wp:attachment":[{"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/media?parent=686"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/categories?post=686"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ubwp.buffalo.edu\/glyremotesensinglab\/wp-json\/wp\/v2\/tags?post=686"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}