{"help":"Return the metadata of a dataset (package) and its resources. :param id: the id or name of the dataset :type id: string","success":true,"result":[{"id":"6937d3be-0978-4bbf-9f5c-dea13db332f6","name":"thesis-examining-columbian-sharp-tailed-grouse-nesting-and-brood-rearing-habitat-using","title":"Thesis | Examining Columbian Sharp-tailed Grouse Nesting and Brood Rearing Habitat Using Machine Learning and Land Use and Land Cover Trends in Southeastern Idaho","author":"Dane Coats","author_email":"delparte@isu.edu","maintainer":"RCDS Data Repository","maintainer_email":"rcds-web@uidaho.edu","notes":"This project found a relationship between Columbian Sharp-tailed Grouse lek counts and the rate of change in land cover types and burned area within 4 kilometers of a lek between 1985 and 2018. A mitigating factor is the presence of Conservation Reserve Program (CRP) within that nesting and brood rearing habitat. Geographically Weighted Regression analysis indicates reduced lek counts in areas with increased fire area (r2 = 0.944), decreased sagebrush cover (r2 = 0.949), and low CRP area (r2 = 0.957). Additionally, we surveyed a wildfire impacted CRP field using Uncrewed Aerial Systems (UAS) to create a high-resolution vegetation classification map to compare with Sentinel-2 multispectral imagery. Support Vector Machines resulted in the best classification accuracy across two study fields using UAS (0.798, 0.893) and sentinel (0.454, 0.439). The UAS habitat survey revealed increased cheatgrass and decreased sage and shrub cover in burned areas (+14.4% annuals, -12.6% perennials and shrubs).","url":"https:\/\/data.nkn.uidaho.edu\/dataset\/thesis-examining-columbian-sharp-tailed-grouse-nesting-and-brood-rearing-habitat-using","state":"Active","log_message":"Edited by awchild.","private":true,"revision_timestamp":"Thu, 11\/10\/2022 - 09:41","metadata_created":"Thu, 11\/10\/2022 - 09:33","metadata_modified":"Thu, 11\/10\/2022 - 09:41","creator_user_id":"6cc16f2c-77c2-4d12-ac06-56bbb86b535b","type":"Dataset","resources":[{"id":"a151e1ac-1185-4111-9a1c-eff327448a89","revision_id":"","url":"https:\/\/etd.iri.isu.edu\/","description":"","format":"html","state":"Active","revision_timestamp":"Thu, 11\/10\/2022 - 09:35","name":"Thesis Access via Idaho State University | Examining Columbian Sharp-tailed Grouse Nesting and Brood Rearing Habitat Using Machine Learning and Land Use and Land Cover Trends in Southeastern Idaho","mimetype":"html","size":"","created":"Thu, 11\/10\/2022 - 09:34","resource_group_id":"ea4b940c-347f-440a-ba90-23b6bb01560f","last_modified":"Date changed Thu, 11\/10\/2022 - 09:35"}],"tags":[{"id":"425f965a-f839-486d-be20-95827298c8c0","vocabulary_id":"2","name":"ecology"},{"id":"3674bcbf-dfe1-49a4-a7f1-02453987f97e","vocabulary_id":"2","name":"geospatial science"},{"id":"c57b6327-705e-4431-b293-6b751290e656","vocabulary_id":"2","name":"landscape"},{"id":"385f043c-10c3-4661-ac92-92b7bab3ce17","vocabulary_id":"2","name":"remote sensing"},{"id":"15630280-92f9-415b-967a-1a7440d4fd2f","vocabulary_id":"2","name":"unoccupied aerial systems (UAS)"},{"id":"435edef7-8f56-48e1-851a-1231e1537ef4","vocabulary_id":"2","name":"wildlife"},{"id":"0b3fae08-7bf8-4e8a-a8e2-33f4d1c2364d","vocabulary_id":"2","name":"wildfire"},{"id":"f11ffcf7-c150-4a95-acb0-222016b4abc5","vocabulary_id":"2","name":"Tympanuchus phasianellus columbianus (columbia sharp-tailed grouse)"},{"id":"8f2fe006-3bac-4b94-9987-689b94484d53","vocabulary_id":"2","name":"habitat mapping"},{"id":"d8d0b80e-0ae3-447a-b8ee-a7c96e067d54","vocabulary_id":"2","name":"classification"},{"id":"a2057ec7-923f-479c-81f0-e22181b4d196","vocabulary_id":"2","name":"support vector machines"},{"id":"5e394dc5-66c9-447f-98e4-cc4ca231ffc3","vocabulary_id":"2","name":"rangeland shrub component"},{"id":"c862ef4c-c0ed-41e2-9ee6-f6fd50b79dd9","vocabulary_id":"2","name":"wildland fire"},{"id":"b5fa0729-c88a-46b0-8421-5d1476fb2f5b","vocabulary_id":"2","name":"Sentinel-2"},{"id":"fbf8609c-fbf4-4d58-b572-c6b597cfef06","vocabulary_id":"2","name":"multispectral"},{"id":"dc4fbc25-1c0b-4b66-a077-3212501afd7a","vocabulary_id":"2","name":"photogrammetry"},{"id":"3b599504-9e3b-4354-a65d-4ccc2ddcc09e","vocabulary_id":"2","name":"Conservation Reserve Program (CRP)"},{"id":"a1091994-22e9-4d07-a4bb-d256db6d1d81","vocabulary_id":"2","name":"geographically weighted regression"}],"groups":[{"description":"\u003Cp\u003EIdaho State University, a Carnegie-classified doctoral research and teaching institution founded in 1901, attracts students from around the world to its Idaho campuses. At the main campus in Pocatello, and at locations in Meridian, Idaho Falls and Twin Falls, ISU offers access to high-quality education in more than 250 programs.\u003C\/p\u003E\n\u003Cp\u003ELearn more at \u003Ca href=\u0022https:\/\/www.isu.edu\u0022\u003Ehttps:\/\/www.isu.edu\u003C\/a\u003E\u003C\/p\u003E\n","id":"ea4b940c-347f-440a-ba90-23b6bb01560f","image_display_url":"https:\/\/data.nkn.uidaho.edu\/sites\/default\/files\/ISU-black-transbkgrd.png","title":"Idaho State University","name":"group\/idaho-state-university"},{"description":"\u003Cp\u003EThe primary objective of Idaho EPSCoR is to stimulate research in niche areas that can become fully competitive in the disciplinary and multidisciplinary research programs of the National Science Foundation and other relevant agencies. Idaho EPSCoR provides support for sustainable increases in Research and Development capacity and advances science and engineering capabilities within the state. \u003C\/p\u003E\n\u003Cp\u003EVisit them at \u003Ca href=\u0022https:\/\/www.idahoepscor.org\u0022\u003Ehttps:\/\/www.idahoepscor.org\u003C\/a\u003E\u003C\/p\u003E\n","id":"e696b239-9ecb-412e-b032-03a75b2b9fd6","image_display_url":"https:\/\/data.nkn.uidaho.edu\/sites\/default\/files\/Idaho_epscor_logo_no_white_background.png","title":"Idaho EPSCoR","name":"group\/idaho-epscor"},{"description":"\u003Cp\u003EGEM3 is an NSF EPSCoR research program seeking to understand how genetic diversity and phenotypic plasticity affect species response to environmental change, shaping both population response and adaptive capacity.\u003C\/p\u003E\n\u003Cp\u003EVisit them at: \u003Ca href=\u0022https:\/\/www.idahogem3.org\u0022\u003Ehttps:\/\/www.idahogem3.org\u003C\/a\u003E\u003C\/p\u003E\n","id":"1812a312-11a4-492d-960b-9a78b4abfe0c","image_display_url":"https:\/\/data.nkn.uidaho.edu\/sites\/default\/files\/GEM3_nov5_logo.png","title":"EPSCoR GEM3","name":"group\/epscor-gem3"}]}]} Error | RCDS Data Repository

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