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Network (NEON) to download the comparable imagery data files for all sites and collections: https://data.neonscience.org/home.", "type": { "id": "notes", "title": { "de": "Anmerkungen", "en": "Notes" } } } ], "creators": [ { "affiliations": [ { "name": "Social Sciences Department, California Polytechnic State University, San Luis Obispo" } ], "person_or_org": { "family_name": "Geoffrey A Fricker", "name": "Geoffrey A Fricker", "type": "personal" } }, { "affiliations": [ { "name": "Department of Computer Sciences and Software Engineering, California Polytechnic State University, San Luis Obispo" } ], "person_or_org": { "family_name": "Jonathan Daniel Ventura", "name": "Jonathan Daniel Ventura", "type": "personal" } }, { "affiliations": [ { "name": "Amazon Corporation" } ], "person_or_org": { "family_name": "Jeffrey Wolf", "name": "Jeffrey Wolf", "type": "personal" } }, { "affiliations": [ { "name": "US Forest Service, PSW Research Station" } ], "person_or_org": { "family_name": "Malcolm P. North", "name": "Malcolm P. North", "type": "personal" } }, { "affiliations": [ { "name": "Bren School of Environmental Science and Management, University of California, Santa Barbara" } ], "person_or_org": { "family_name": "Frank W. Davis", "name": "Frank W. Davis", "type": "personal" } }, { "affiliations": [ { "name": "Department of Botany and Plant Sciences, University of California, Riverside" } ], "person_or_org": { "family_name": "Janet Franklin", "name": "Janet Franklin", "type": "personal" } } ], "description": "
Digital Publication of the training data polygons and hyperspectral imagery used in the manuscript "A Convolutional Neural Network classifier identifies tree species in mixed-conifer forest from hyperspectral imagery".
\n\nCode is available in a Jupyter Notebook and can be found here: https://github.com/jonathanventura/canopy
\n\nNational Ecological Observatory Network. 2018. Provisional data downloaded from http://data.neonscience.org on 22 June 2018. Battelle, Boulder, CO, USA
", "languages": [ { "id": "eng", "title": { "en": "English" } } ], "publication_date": "2019-09-27", "publisher": "Zenodo", "resource_type": { "id": "dataset", "title": { "de": "Datensatz", "en": "Dataset" } }, "rights": [ { "description": { "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited." }, "icon": "cc-by-icon", "id": "cc-by-4.0", "props": { "scheme": "spdx", "url": "https://creativecommons.org/licenses/by/4.0/legalcode" }, "title": { "en": "Creative Commons Attribution 4.0 International" } } ], "subjects": [ { "subject": "shapefile" }, { "subject": "tree species" }, { "subject": "convolutional neural network" }, { "subject": "hyperspectral imagery" }, { "subject": "NEON" } ], "title": "A Convolutional Neural Network classifier identifies tree species in mixed-conifer forest from hyperspectral imagery" }, "parent": { "access": { "owned_by": { "user": 78447 } }, "communities": {}, "id": "3463588", "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.3463588", "provider": "datacite" } } }, "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.3468720", "provider": "datacite" }, "oai": { "identifier": "oai:zenodo.org:3468720", "provider": "oai" } }, "revision_id": 7, "stats": { "all_versions": { "data_volume": 54005087491863.0, "downloads": 12843, "unique_downloads": 2201, "unique_views": 2251, "views": 2460 }, "this_version": { "data_volume": 44668731296006.0, "downloads": 8508, "unique_downloads": 983, "unique_views": 340, "views": 361 } }, "status": "published", "updated": "2020-01-24T19:25:57.235348+00:00", "versions": { "index": 2, "is_latest": false } }