{"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":"43515052-c037-422c-9282-f67c3c6a821e","name":"data-near-infrared-spectroscopy-aids-ecological-restoration-classifying-variation-taxonomy","title":"Data from: Near-infrared spectroscopy aids ecological restoration by classifying variation of taxonomy and phenology of a native shrub","author":"Brecken C. Robb, Peter J. Olsoy, Jessica J. Mitchell, T. Trevor Caughlin, Donna M. Delparte, Stephanie J. Galla, Marcella R. Fremgen-Tarantino, Jordan D. Nobler, Janet L. Rachlow, Lisa A. Shipley, Jennifer Sorenson Forbey","author_email":"jenniferforbey@boisestate.edu","maintainer":"RCDS Data Repository","maintainer_email":"rcds-web@uidaho.edu","license_title":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/","notes":"\u003Cp\u003EPlant communities are composed of complex phenotypes that not only differ among taxonomic groups and habitats but also change over time within a species. Restoration projects (e.g., translocations, reseeding) can introduce new functional variation in plants, which further diversifies phenotypes and complicates our ability to identify locally adaptive phenotypes for future restoration. Near-infrared spectroscopy (NIRS) offers one approach to detect the chemical phenotypes that differentiate plant species, populations, and phenological states of individual plants over time. We used sagebrush (Artemisia spp.) as a case study to test the accuracy by which NIRS can classify variation within taxonomy and phenology of a plant that is extensively managed and restored. Our results demonstrated that NIRS can accurately classify species of sagebrush within a study site (75-96%), populations of sagebrush within a subspecies (99%), annual phenology within a population (\u0026gt;99%), and seasonal phenology within individual plants (\u0026gt;97%). Low classification accuracy by NIRS in some sites may reflect heterogeneity associated with natural hybridization, translocation of non-local seed sources from past restoration, or complex gene-by-environment (GxE) interactions. Advances in our ability to detect and interpret spectral signals from plants may improve both the selection of seed sources for targeted conservation and the capacity to monitor long-term changes in vegetation.\u003C\/p\u003E\n\u003Cp\u003E\u003Cstrong\u003EData Use\u003C\/strong\u003E\u003Cbr \/\u003E\n\u003Cem\u003ELicense\u003C\/em\u003E: \u003Ca href=\u0022https:\/\/creativecommons.org\/licenses\/by\/4.0\/\u0022\u003ECC-BY 4.0\u003C\/a\u003E\u003Cbr \/\u003E\n\u003Cem\u003ERecommended Citation\u003C\/em\u003E: Robb, B., Olsoy, P., Mitchell, J., Caughlin, T. T., Delparte, D., Galla, S., Fremgen-Tarantino, M. R., Nobler, J. D., Rachlow, J., Shipley, L. A., \u0026amp; Sorensen Forbey, J. (2021). Data from: Near-infrared spectroscopy aids ecological restoration by classifying variation of taxonomy and phenology of a native shrub [Data set]. University of Idaho. \u003Ca href=\u0022https:\/\/doi.org\/10.7923\/30CA-6G41\u0022\u003Ehttps:\/\/doi.org\/10.7923\/30CA-6G41\u003C\/a\u003E\u003C\/p\u003E\n","url":"https:\/\/dkan.nkn.uidaho.edu\/dataset\/data-near-infrared-spectroscopy-aids-ecological-restoration-classifying-variation-taxonomy","state":"Active","log_message":"Update to resource Data Access | Data from: Near-infrared spectroscopy aids ecological restoration by classifying variation of taxonomy and phenology of a native shrub (compressed zip directory)","private":true,"revision_timestamp":"Thu, 10\/06\/2022 - 10:40","metadata_created":"Thu, 10\/28\/2021 - 11:41","metadata_modified":"Thu, 10\/06\/2022 - 10:40","creator_user_id":"6cc16f2c-77c2-4d12-ac06-56bbb86b535b","type":"Dataset","resources":[{"id":"2fea8442-5e4d-46da-b70b-dde9d95b164e","revision_id":"","url":"https:\/\/dkan.nkn.uidaho.edu\/sites\/default\/files\/Robb_etal_NIRSData_RestorationEcology_3.zip","description":"","format":"zip","state":"Active","revision_timestamp":"Thu, 10\/06\/2022 - 10:38","name":"Data Access | Data from: Near-infrared spectroscopy aids ecological restoration by classifying variation of taxonomy and phenology of a native shrub (compressed zip directory)","mimetype":"application\/zip","size":"28.72 MB","created":"Mon, 01\/03\/2022 - 12:49","resource_group_id":"bff301ea-b742-427b-954e-e6a326c2ea45","last_modified":"Date changed Thu, 10\/06\/2022 - 10:38"},{"id":"6d2fc793-a91a-429d-b3c0-46a74c30b374","revision_id":"","url":"https:\/\/dkan.nkn.uidaho.edu\/sites\/default\/files\/30ca-6g41.xml","description":"","format":"xml","state":"Active","revision_timestamp":"Thu, 10\/06\/2022 - 10:40","name":"Metadata Access | Data from: Near-infrared spectroscopy aids ecological restoration by classifying variation of taxonomy and phenology of a native shrub","mimetype":"text\/xml","size":"10.71 KB","created":"Thu, 10\/06\/2022 - 10:40","resource_group_id":"bff301ea-b742-427b-954e-e6a326c2ea45","last_modified":"Date changed Thu, 10\/06\/2022 - 10:40"}],"tags":[{"id":"514e354d-5e44-4d87-81f6-f7612e8e6e93","vocabulary_id":"2","name":"ecological restoration"},{"id":"4872707c-9b0e-43bc-a8b0-a79503e4ac9e","vocabulary_id":"2","name":"functional restoration"},{"id":"aa8313fb-8df5-4974-a272-6c5e88f2ac4f","vocabulary_id":"2","name":"near-infrared spectroscopy"},{"id":"e248be30-af69-415b-a578-5a22d754ef55","vocabulary_id":"2","name":"phenotypes"},{"id":"cb317fbe-fb50-4a46-930e-32a2db0a9214","vocabulary_id":"2","name":"sagebrush"}],"groups":[{"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\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\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"}]}]} Error | RCDS Data Repository

Error

The website encountered an unexpected error. Please try again later.