{"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":"0431c568-6fee-4a5e-b6ca-94441082e29f","name":"data-mapping-foodscapes-and-sagebrush-morphotypes-unmanned-aerial-systems-multiple","title":"Data from: Mapping foodscapes and sagebrush morphotypes with unmanned aerial systems for multiple herbivores","author":"Peter J. Olsoy, Jennifer S. Forbey, Lisa A. Shipley, Janet L. Rachlow, Brecken C. Robb, Jordan D. Nobler \u0026amp; Daniel H. Thornton ","author_email":"peterolsoy@boisestate.edu","maintainer":"RCDS Data Repository","maintainer_email":"rcds-web@uidaho.edu","license_title":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/","notes":"\u003Cp\u003E\u003Cstrong\u003EContext\u003C\/strong\u003E\u003Cbr \/\u003E\nThe amount and composition of phytochemicals in forage plants influences habitat quality for wild herbivores. However, evaluating forage quality at fine resolutions across broad spatial extents (i.e., foodscapes) is challenging. Unmanned aerial systems (UAS) provide an avenue for bridging this gap in spatial scale.\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003EObjectives\u003C\/strong\u003E\u003Cbr \/\u003E\nWe evaluated the potential for UAS technology to accurately predict nutritional quality of sagebrush (Artemisia spp.) across landscapes. We mapped seasonal forage quality across two sites in Idaho, USA, with different mixtures of species but similar structural morphotypes of sagebrush.\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003EMethods\u003C\/strong\u003E\u003Cbr \/\u003E\nWe classified the sagebrush at both study sites using structural features of shrubs with object-based image analysis and machine learning and linked this classification to field measurements of phytochemicals to interpolate a foodscape for each phytochemical with regression kriging. We compared fine-scale landscape patterns of phytochemicals between sites and seasons.\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003EResults\u003C\/strong\u003E\u003Cbr \/\u003E\nClassification accuracy for morphotypes was high at both study sites (81\u201387%). Forage quality was highly variable both within and among sagebrush morphotypes. Coumarins were the most accurately mapped (r2\u2009=\u20090.57\u20130.81), whereas monoterpenes were the most variable and least explained. Patches with higher crude protein were larger and more connected in summer than in winter.\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003EConclusions\u003C\/strong\u003E\u003Cbr \/\u003E\nUAS allowed for a rapid collection of imagery for mapping foodscapes based on the phytochemical composition of sagebrush at fine scales but relatively broad extents. However, results suggest that a more advanced sensor (e.g., hyperspectral camera) is needed to map mixed species of sagebrush or to directly measure forage quality.\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003EData Usage Notes\u003C\/strong\u003E\u003Cbr \/\u003E\n\u003Cem\u003ESpatial Reference\u003C\/em\u003E\u003Cbr \/\u003E\nNAD83 UTM Zone 11N [Camas]\/12N [Cedar Gulch]\u003C\/p\u003E\n\u003Cp\u003E\u003Cem\u003EPatch Type Classifications\u003C\/em\u003E\u003Cbr \/\u003E\n25-cm resolution, classes are 3=on mound, 4=off mound, 5=dwarf. On-mound refers to mima mounds with deeper soils that pygmy rabbits use to dig their burrows and are dominated by big sagebrush (Artemisia tridentata), while off-mound refers to patches dominated by big sagebrush but not on mima mounds, while dwarf patches are dominated by short-statured sagebrush species (e.g., black sagebrush [A. nova], low sagebrush [A. arbuscula]).\u003C\/p\u003E\n\u003Cp\u003E\u003Cem\u003EMaps of Phytochemistry\u003C\/em\u003E\u003Cbr \/\u003E\n25-cm resolution and were generated with regression kriging using the patch type layer and point values from leaf chemistry. Phytochemicals: Crude Protein, Coumarins, Total Monoterpenes, Chemical Diversity of Monoterpenes and two individual monoterpenes (1,8-cineole and camphor). If there was no spatial autocorrelation present in the semivariogram, then maps were not generated for that phytochemical.\u003C\/p\u003E\n\u003Cp\u003E\u003Cem\u003EData Use\u003C\/em\u003E\u003Cbr \/\u003E\nLicense: \u003Ca href=\u0022https:\/\/creativecommons.org\/licenses\/by\/4.0\/\u0022\u003ECC-BY\u003C\/a\u003E\u003Cbr \/\u003E\nRecommended Citation: Olsoy, P., Sorensen Forbey, J., Shipley, L., Rachlow, J., Robb, B., Nobler, J., \u0026amp; Thornton, D. (2022). Data from: Mapping foodscapes and sagebrush morphotypes with unmanned aerial systems for multiple herbivores [Data set]. University of Idaho. \u003Ca href=\u0022https:\/\/doi.org\/10.7923\/6Z9M-WZ55\u0022\u003Ehttps:\/\/doi.org\/10.7923\/6Z9M-WZ55\u003C\/a\u003E\u003C\/p\u003E\n","url":"https:\/\/dkan.nkn.uidaho.edu\/dataset\/data-mapping-foodscapes-and-sagebrush-morphotypes-unmanned-aerial-systems-multiple","state":"Active","log_message":"Update to resource Data Access | Data from: Mapping foodscapes and sagebrush morphotypes with unmanned aerial systems for multiple herbivores (File Browser)","private":true,"revision_timestamp":"Thu, 10\/06\/2022 - 10:48","metadata_created":"Fri, 04\/16\/2021 - 11:24","metadata_modified":"Thu, 10\/06\/2022 - 10:48","creator_user_id":"6cc16f2c-77c2-4d12-ac06-56bbb86b535b","type":"Dataset","resources":[{"id":"db933ba0-03cc-4178-9057-73d4a5f2e76c","revision_id":"","url":"https:\/\/www.northwestknowledge.net\/data\/0431c568-6fee-4a5e-b6ca-94441082e29f","description":"","format":"data","state":"Active","revision_timestamp":"Thu, 10\/06\/2022 - 10:46","name":"Data Access | Data from: Mapping foodscapes and sagebrush morphotypes with unmanned aerial systems for multiple herbivores (File Browser)","mimetype":"data","size":"","created":"Mon, 03\/21\/2022 - 15:57","resource_group_id":"1812a312-11a4-492d-960b-9a78b4abfe0c","last_modified":"Date changed  Thu, 10\/06\/2022 - 10:46"},{"id":"1c96fea2-43c8-4a78-9934-54ff988a6cc0","revision_id":"","url":"https:\/\/dkan.nkn.uidaho.edu\/sites\/default\/files\/MappingFoodscapes.zip","description":"","format":"zip","state":"Active","revision_timestamp":"Thu, 10\/06\/2022 - 10:47","name":"Data Access | Data from: Mapping foodscapes and sagebrush morphotypes with unmanned aerial systems for multiple herbivores (compressed zip directory)","mimetype":"application\/zip","size":"565.03 MB","created":"Tue, 03\/22\/2022 - 08:47","resource_group_id":"1812a312-11a4-492d-960b-9a78b4abfe0c","last_modified":"Date changed  Thu, 10\/06\/2022 - 10:47"},{"id":"c9448e8f-33dc-462f-86eb-90ff37794b88","revision_id":"","url":"https:\/\/dkan.nkn.uidaho.edu\/sites\/default\/files\/6z9m-wz55.xml","description":"","format":"xml","state":"Active","revision_timestamp":"Thu, 10\/06\/2022 - 10:48","name":"Metadata Access | Data from: Mapping foodscapes and sagebrush morphotypes with unmanned aerial systems for multiple herbivores","mimetype":"text\/xml","size":"9.95 KB","created":"Thu, 10\/06\/2022 - 10:48","resource_group_id":"1812a312-11a4-492d-960b-9a78b4abfe0c","last_modified":"Date changed  Thu, 10\/06\/2022 - 10:48"}],"tags":[{"id":"bfd62175-0785-4c6b-ad66-b98ab6501123","vocabulary_id":"2","name":"Artemisia tridentata (sagebrush)"},{"id":"425f965a-f839-486d-be20-95827298c8c0","vocabulary_id":"2","name":"ecology"},{"id":"c57b6327-705e-4431-b293-6b751290e656","vocabulary_id":"2","name":"landscape"},{"id":"385f043c-10c3-4661-ac92-92b7bab3ce17","vocabulary_id":"2","name":"remote sensing"},{"id":"aef626e4-fa30-49b5-b395-3ff3ece0d556","vocabulary_id":"2","name":"unoccupied aircraft systems (UAS)"},{"id":"7b7f9c03-9942-4f9b-8073-dae2bfd860eb","vocabulary_id":"2","name":"crude protein"},{"id":"e0887a61-3b16-41d5-9e2e-c7d685409897","vocabulary_id":"2","name":"landscape patterns"},{"id":"913352e2-c74f-4c79-89db-2659869f3a8d","vocabulary_id":"2","name":"plant secondary metabolites"},{"id":"d8538c79-ff16-4594-bc12-765157692de1","vocabulary_id":"2","name":"regression kriging"},{"id":"a0a06fa7-142e-49c1-b10a-d42a1b039cf0","vocabulary_id":"2","name":"spatial patterns"}],"groups":[{"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:\/\/dkan.nkn.uidaho.edu\/sites\/default\/files\/GEM3_nov5_logo.png","title":"EPSCoR GEM3","name":"group\/epscor-gem3"},{"description":"\u003Cp\u003EBoise State University is a Carnegie-classified doctoral research university and our students have opportunities to work with talented and accomplished faculty on research, even as undergraduates.  Our students go into the workforce better prepared, with expertise outside of their major by taking advantage of opportunities such as certificates in business anthropology, entrepreneurship, or cybersecurity.  \u003C\/p\u003E\n\u003Cp\u003ELearn more at \u003Ca href=\u0022https:\/\/www.boisestate.edu\/\u0022\u003Ehttps:\/\/www.boisestate.edu\/\u003C\/a\u003E\u003C\/p\u003E\n","id":"bff301ea-b742-427b-954e-e6a326c2ea45","image_display_url":"https:\/\/dkan.nkn.uidaho.edu\/sites\/default\/files\/bsu_logo.jpg","title":"Boise State University","name":"group\/boise-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:\/\/dkan.nkn.uidaho.edu\/sites\/default\/files\/Idaho_epscor_logo_no_white_background.png","title":"Idaho EPSCoR","name":"group\/idaho-epscor"}]}]}<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN"
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