{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00205988","sets":["6504:10247:10248"]},"path":["10248"],"owner":"6748","recid":"205988","title":["北海道の常呂川，釧路川を事例としたLSTMによる台風出水と融雪出水に対する水位予測精度の比較・検証"],"pubdate":{"attribute_name":"公開日","attribute_value":"2020-02-20"},"_buckets":{"deposit":"e9ca0999-f41b-4f72-b8fc-1672ccfea06d"},"_deposit":{"id":"205988","pid":{"type":"depid","value":"205988","revision_id":0},"owners":[6748],"status":"published","created_by":6748},"item_title":"北海道の常呂川，釧路川を事例としたLSTMによる台風出水と融雪出水に対する水位予測精度の比較・検証","author_link":["511371","511370","511372","511373"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"北海道の常呂川，釧路川を事例としたLSTMによる台風出水と融雪出水に対する水位予測精度の比較・検証"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"コンピュータと人間社会","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2020-02-20","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"室蘭工大"},{"subitem_text_value":"室蘭工大"},{"subitem_text_value":"室蘭工大"},{"subitem_text_value":"室蘭工大"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/205988/files/IPSJ-Z82-7ZG-04.pdf","label":"IPSJ-Z82-7ZG-04.pdf"},"date":[{"dateType":"Available","dateValue":"2020-06-19"}],"format":"application/pdf","filename":"IPSJ-Z82-7ZG-04.pdf","filesize":[{"value":"1.6 MB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"e5b42e7f-584d-4fc5-8bf7-5d53a7199c81","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2020 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"山田, 恒輝"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小林, 洋介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"中津川, 誠"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"岸上, 順一"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年，気象状況の変化が指摘されており，北海道においては今後短時間強雨や勢力の強い台風の接近・上陸の増加が予想される．特に，2016年北海道豪雨災害は連続した台風により，また2018年3月は融雪と降雨が重なり発生する降雨融雪出水により被害が発生した．そこでソフト面の対策として，防災・減災活動に当てられる時間を十分に確保した水位予測システムが求められている．本研究ではLSTM (Long Short-Term Memory)を用いたモデルを構築し，要素の違うデータセットをいくつか用意し，1年間，北海道豪雨災害，降雨融雪出水のそれぞれの予測精度を検証，比較した．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"666","bibliographic_titles":[{"bibliographic_title":"第82回全国大会講演論文集"}],"bibliographicPageStart":"665","bibliographicIssueDates":{"bibliographicIssueDate":"2020-02-20","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2020"}]},"relation_version_is_last":true,"weko_creator_id":"6748"},"updated":"2025-01-19T19:39:27.447639+00:00","created":"2025-01-19T01:08:05.957934+00:00","id":205988}