{"id":575,"date":"2024-05-30T14:59:51","date_gmt":"2024-05-30T21:59:51","guid":{"rendered":"https:\/\/labs.wsu.edu\/meddenslab\/?page_id=575"},"modified":"2026-04-02T14:58:13","modified_gmt":"2026-04-02T21:58:13","slug":"rocky-habitat","status":"publish","type":"page","link":"https:\/\/labs.wsu.edu\/meddenslab\/projects\/rocky-habitat\/","title":{"rendered":"Mapping Rocky Habitat and Associated Species"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Mapping and protecting rocky habitat in the Cascades Mountains and Columbia River Gorge for the conservation of climate-sensitive species<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"792\" height=\"594\" src=\"https:\/\/s3.wp.wsu.edu\/uploads\/sites\/2472\/2024\/05\/ana_rocky_habitat_fieldwork-792x594.jpg\" alt=\"Talus slope, with picturesque alpine lake in the background\" class=\"wp-image-582\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/ana_rocky_habitat_fieldwork-792x594.jpg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/ana_rocky_habitat_fieldwork-396x297.jpg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/ana_rocky_habitat_fieldwork-768x576.jpg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/ana_rocky_habitat_fieldwork-1536x1152.jpg 1536w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/ana_rocky_habitat_fieldwork-2048x1536.jpg 2048w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/><figcaption class=\"wp-element-caption\">Researcher, Ana Torres Ferreira, taking photographs of a talus slope in the North Cascades National Park for photogrammetry<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Project Description<\/h2>\n\n\n\n<p>Rocky habitat is vital for over two thousand vertebrate species across the globe. A variety of vulnerable species depend on rocky habitat to hide from or survey for predators or for thermal refuge. Therefore, rocky habitats have been identified as priority habitat for conservation efforts by federal (US Forest Service) and state (WA Dept. of Fish and Wildlife) organizations. Despite the apparent importance of rocky habitat, land cover mapping efforts (e.g., NLCD, CORINE) rarely explicitly map rocky habitat and, instead, they include rocky habitat in a category such as \u2018barren land\u2019. Furthermore, rocky habitat has yet to be characterized on a broad spatial extent, making it challenging to determine habitat suitability for vulnerable species-of-interest. These gaps in knowledge act as obstacles for conservation efforts. To address these knowledge gaps, we sought to map and characterize rocky habitat, analyze habitat connectivity in the Washington Cascade mountains, and formulate species distribution maps for species-of-interest (American pika, hoary marmot, and Larch Mountain salamander).<\/p>\n\n\n\n<p>This work involves various objectives including: (1) classifying rocky habitat using random forest models; (2) observing presence and activity of our species-of-interest; (3) using photogrammetry and\/or drone imagery to establish orthomosaics of rocky habitat patches, allowing us to characterize the habitat (e.g., measure rock size, rock irregularity, rock type, and vegetation cover); and (4) establishing habitat connectivity, suitability, and characterization maps. By collaborating with state (e.g., WA Dept. of Fish and Wildlife) and federal (e.g., US Forest Service and National Park Service) organizations, we targeted our research to current conservation goals.<\/p>\n\n\n<div class=\"wsu-row wsu-row--halves\" >\r\n    \n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"792\" height=\"535\" src=\"https:\/\/s3.wp.wsu.edu\/uploads\/sites\/2472\/2024\/05\/pika-792x535.jpg\" alt=\"American pika\" class=\"wp-image-584\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/pika-792x535.jpg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/pika-396x268.jpg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/pika-768x519.jpg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/pika-1536x1038.jpg 1536w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/pika-2048x1384.jpg 2048w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/><figcaption class=\"wp-element-caption\">American pika<\/figcaption><\/figure>\n\n<\/div>\r\n\n\n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"792\" height=\"875\" src=\"https:\/\/s3.wp.wsu.edu\/uploads\/sites\/2472\/2024\/05\/larch_mtn_salamander-792x875.jpg\" alt=\"Larch mountain salamander\" class=\"wp-image-585\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/larch_mtn_salamander-792x875.jpg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/larch_mtn_salamander-396x437.jpg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/larch_mtn_salamander-768x848.jpg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/larch_mtn_salamander-1391x1536.jpg 1391w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/05\/larch_mtn_salamander-1854x2048.jpg 1854w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/><figcaption class=\"wp-element-caption\">Larch Mountain salamander<\/figcaption><\/figure>\n\n<\/div>\r\n\n<\/div>\n\n<div class=\"wsu-row wsu-row--sidebar-right\" >\r\n    \n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<h2 class=\"wp-block-heading\">Personnel<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Principal Investigator<\/h3>\n\n\n\n<ul>\n<li><strong>Arjan Meddens<\/strong> (School of the Environment, WSU)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Co-Investigators<\/h3>\n\n\n\n<ul>\n<li><strong>Lisa Shipley<\/strong>&nbsp;(Washington State University)<\/li>\n\n\n\n<li><strong>Amanda Stahl<\/strong>&nbsp;(Washington State University)<\/li>\n\n\n\n<li><strong>Andrew Hudak <\/strong>(US Forest Service)<\/li>\n\n\n\n<li><strong>Benjamin Bright<\/strong>&nbsp;(US Forest Service)<\/li>\n\n\n\n<li><strong>Meghan Camp<\/strong> (Cramer Fish Sciences)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Researchers<\/h3>\n\n\n\n<ul>\n<li><strong>Okikiola Michael Alegbeleye<\/strong>&nbsp;(Washington State University)<\/li>\n\n\n\n<li><strong>Ana Torres Ferreira&nbsp;<\/strong>(Washington State University)<\/li>\n\n\n\n<li><strong>Allison Stift<\/strong>&nbsp;(Washington State University)<\/li>\n\n\n\n<li><strong>Joe Celebrezze&nbsp;<\/strong>(Washington State University)<\/li>\n\n\n\n<li><strong>Mason Mahacek<\/strong>&nbsp;(Washington State University)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Collaborators<\/h3>\n\n\n\n<ul>\n<li><strong>Doug Glavish&nbsp;<\/strong>(US Forest Service)<\/li>\n\n\n\n<li><strong>Donald Brown&nbsp;<\/strong>(US Forest Service)<\/li>\n\n\n\n<li><strong>Adam Duarte&nbsp;<\/strong>(US Forest Service)<\/li>\n\n\n\n<li><strong>Keith Folkerts&nbsp;<\/strong>(WA Dept. of Fish and Wildlife)<\/li>\n\n\n\n<li><strong>Jeff Azerrod&nbsp;<\/strong>(WA Dept. of Fish and Wildlife)<\/li>\n\n\n\n<li><strong>Julia Michalak&nbsp;<\/strong>(WA Dept. of Fish and Wildlife)<\/li>\n\n\n\n<li><strong>Tara <\/strong><b>Chestnu<\/b><strong>t <\/strong>(National Park Service)<\/li>\n\n\n\n<li><strong>Jason Ransom <\/strong>(National Park Service)<\/li>\n<\/ul>\n\n<\/div>\r\n\n\n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<h2 class=\"wp-block-heading\">Funding<\/h2>\n\n\n\n<p>This project was funded by NASA, categorized as A.40 Earth Sciences Applications: Ecological Conservation<\/p>\n\n<\/div>\r\n\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">Photo Gallery<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Field Photos<\/h3>\n\n\n<div class=\"wsu-row wsu-row--thirds\" >\r\n    \n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"792\" height=\"1057\" src=\"https:\/\/s3.wp.wsu.edu\/uploads\/sites\/2472\/2024\/06\/rhab2-792x1057.jpeg\" alt=\"Researcher standing amongst broken rock habitat\" class=\"wp-image-593\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab2-792x1057.jpeg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab2-396x528.jpeg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab2-768x1024.jpeg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab2.jpeg 1054w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/><figcaption class=\"wp-element-caption\">Researcher, Ana Torres Ferreira, surveying a talus slope<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n<\/div>\r\n\n\n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"792\" height=\"594\" src=\"https:\/\/s3.wp.wsu.edu\/uploads\/sites\/2472\/2024\/06\/rhab5-792x594.jpeg\" alt=\"Shady talus slope \" class=\"wp-image-594\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab5-792x594.jpeg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab5-396x297.jpeg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab5-768x576.jpeg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab5-1536x1152.jpeg 1536w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab5.jpeg 1875w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/><figcaption class=\"wp-element-caption\">Working in a shaded broken rock habitat<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n<\/div>\r\n\n\n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"792\" height=\"1057\" src=\"https:\/\/s3.wp.wsu.edu\/uploads\/sites\/2472\/2024\/06\/rhab4-792x1057.jpeg\" alt=\"Talus slope in foreground with picturesque mountains in the background\" class=\"wp-image-595\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab4-792x1057.jpeg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab4-396x528.jpeg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab4-768x1024.jpeg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab4.jpeg 1054w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/><figcaption class=\"wp-element-caption\">Scenery surrounding rocky habitat field sites<\/figcaption><\/figure>\n\n<\/div>\r\n\n<\/div>\n\n<div class=\"wsu-row wsu-row--halves\" >\r\n    \n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"792\" height=\"1057\" src=\"https:\/\/s3.wp.wsu.edu\/uploads\/sites\/2472\/2024\/06\/rhab3-792x1057.jpeg\" alt=\"Two people backpacking through mountains with broken rock habitat to their right\" class=\"wp-image-596\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab3-792x1057.jpeg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab3-396x528.jpeg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab3-768x1024.jpeg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab3.jpeg 1054w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/><figcaption class=\"wp-element-caption\">Backpacking through alpine landscapes, along a talus edge<\/figcaption><\/figure>\n\n<\/div>\r\n\n\n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"792\" height=\"594\" src=\"https:\/\/s3.wp.wsu.edu\/uploads\/sites\/2472\/2024\/06\/rhab1-792x594.jpeg\" alt=\"Broken rock habitat in background with pond in foreground and scattered conifers throughout\" class=\"wp-image-597\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab1-792x594.jpeg 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab1-396x297.jpeg 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab1-768x576.jpeg 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab1-1536x1152.jpeg 1536w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/rhab1.jpeg 1875w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/><figcaption class=\"wp-element-caption\">Broken rock habitat with scattered conifers<\/figcaption><\/figure>\n\n<\/div>\r\n\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">Ground-Based Structure-from-Motion (SfM)<\/h3>\n\n\n<div class=\"wsu-row wsu-row--halves\" >\r\n    \n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"792\" height=\"579\" src=\"https:\/\/s3.wp.wsu.edu\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.34.47-AM-792x579.png\" alt=\"Orthomosaic of rocky habitat\" class=\"wp-image-598\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.34.47-AM-792x579.png 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.34.47-AM-396x289.png 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.34.47-AM-768x561.png 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.34.47-AM-1536x1122.png 1536w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.34.47-AM-2048x1497.png 2048w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/><figcaption class=\"wp-element-caption\">Orthomosaic derived from photos taken while training for field work; in Pullman, WA<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n<\/div>\r\n\n\n<div class=\"wsu-column\"  style=\"\">\r\n\t\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"792\" height=\"682\" src=\"https:\/\/s3.wp.wsu.edu\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.35.19-AM-792x682.png\" alt=\"DEM of broken rock habitat\" class=\"wp-image-599\" srcset=\"https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.35.19-AM-792x682.png 792w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.35.19-AM-396x341.png 396w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.35.19-AM-768x661.png 768w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.35.19-AM-1536x1323.png 1536w, https:\/\/wpcdn.web.wsu.edu\/wp-labs\/uploads\/sites\/2472\/2024\/06\/Screenshot-2024-06-06-at-9.35.19-AM.png 1874w\" sizes=\"(max-width: 792px) 100vw, 792px\" \/><figcaption class=\"wp-element-caption\">Digital surface model generated by interpolating between points using a dense point cloud; in Pullman, WA at field training location<\/figcaption><\/figure>\n\n<\/div>\r\n\n<\/div>\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mapping and protecting rocky habitat in the Cascades Mountains and Columbia River Gorge for the conservation of climate-sensitive species Project Description Rocky habitat is vital for over two thousand vertebrate species across the globe. A variety of vulnerable species depend on rocky habitat to hide from or survey for predators or for thermal refuge. Therefore, [&hellip;]<\/p>\n","protected":false},"author":38066,"featured_media":0,"parent":6,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"categories":[],"tags":[],"wsuwp_university_location":[],"wsuwp_university_org":[],"_links":{"self":[{"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/pages\/575"}],"collection":[{"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/users\/38066"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/comments?post=575"}],"version-history":[{"count":5,"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/pages\/575\/revisions"}],"predecessor-version":[{"id":662,"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/pages\/575\/revisions\/662"}],"up":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/pages\/6"}],"wp:attachment":[{"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/media?parent=575"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/categories?post=575"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/tags?post=575"},{"taxonomy":"wsuwp_university_location","embeddable":true,"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/wsuwp_university_location?post=575"},{"taxonomy":"wsuwp_university_org","embeddable":true,"href":"https:\/\/labs.wsu.edu\/meddenslab\/wp-json\/wp\/v2\/wsuwp_university_org?post=575"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}