{"created":"2024-10-11T00:23:02.921340+00:00","id":2000700,"links":{},"metadata":{"_buckets":{"deposit":"eaa7a267-9ea5-460f-82fb-e9340c775a12"},"_deposit":{"created_by":188,"id":"2000700","owner":"15","owners":[188],"pid":{"revision_id":0,"type":"depid","value":"2000700"},"status":"published"},"_oai":{"id":"oai:kitami-it.repo.nii.ac.jp:02000700","sets":["9"]},"author_link":[],"item_1646810750418":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_3_alternative_title_198":{"attribute_name":"その他のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"Automatic determination of snow particle images using machine learning","subitem_alternative_title_language":"en"}]},"item_3_biblio_info_186":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2019-09","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"38","bibliographicNumberOfPages":"4","bibliographicPageEnd":"104","bibliographicPageStart":"101","bibliographic_titles":[{"bibliographic_title":"北海道の雪氷","bibliographic_titleLang":"ja"}]}]},"item_3_description_184":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"This study proposes the automatic determination method of snow particle images using machine learning. A visual method\nusing a gauge and loupe is generally used to determine snow type, however, this requires skill and is prone to an error. To\nresolve this issue, we focused on machine learning, built and evaluated a snow particle image determination model and\nthen developed a smartphone application for practical application of the technology. Although there were issues with\ndetermining layers showing multiple types of snow quality, good determination results were obtained for snow type with\ncharacteristic shapes, such as new snow and depth hoar.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_3_publisher_212":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"公益社団法人 日本雪氷学会北海道支部","subitem_publisher_language":"ja"}]},"item_3_rights_192":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"c2019 公益社団法人 日本雪氷学会北海道支部","subitem_rights_language":"ja"}]},"item_3_select_195":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_select_item":"publisher","subitem_select_language":"en"}]},"item_3_source_id_187":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1340-7368","subitem_source_identifier_type":"PISSN"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"白川, 龍生","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"齋藤, 晶","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"高橋, 浩司","creatorNameLang":"ja"}]},{"creatorNames":[{"creatorName":"小林, 一人","creatorNameLang":"ja"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2024-10-11"}],"filename":"2019_snowhokkaido38-25_Shirakawa.pdf","filesize":[{"value":"1.7 MB"}],"format":"application/pdf","mimetype":"application/pdf","url":{"url":"https://kitami-it.repo.nii.ac.jp/record/2000700/files/2019_snowhokkaido38-25_Shirakawa.pdf"},"version_id":"805a1fad-7f99-4a4c-8563-0e29c05739b8"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"機械学習を用いた積雪粒子画像の自動判定法","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"機械学習を用いた積雪粒子画像の自動判定法","subitem_title_language":"ja"}]},"item_type_id":"3","owner":"188","path":["9"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2024-10-11"},"publish_date":"2024-10-11","publish_status":"0","recid":"2000700","relation_version_is_last":true,"title":["機械学習を用いた積雪粒子画像の自動判定法"],"weko_creator_id":"188","weko_shared_id":-1},"updated":"2025-01-16T01:49:46.520998+00:00"}