{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00236959","sets":["6504:11678:11684"]},"path":["11684"],"owner":"44499","recid":"236959","title":["ドローンモニタリングと時系列クラスタリングによる高温が水稲に及ぼす影響の分析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"1c8baa08-60ac-4c94-b4a5-dc6d6c5dd6f4"},"_deposit":{"id":"236959","pid":{"type":"depid","value":"236959","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"ドローンモニタリングと時系列クラスタリングによる高温が水稲に及ぼす影響の分析","author_link":["647896","647898","647897"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"ドローンモニタリングと時系列クラスタリングによる高温が水稲に及ぼす影響の分析"}]},"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":"2024-03-01","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":"岩手県大"},{"subitem_text_value":"岩手県大"},{"subitem_text_value":"岩手県大"}]},"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/236959/files/IPSJ-Z86-6ZJ-03.pdf","label":"IPSJ-Z86-6ZJ-03.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-04"}],"format":"application/pdf","filename":"IPSJ-Z86-6ZJ-03.pdf","filesize":[{"value":"926.4 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"5218eb57-03e9-4a14-9b97-96da1c9ea35d","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"佐藤, 翠"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"伊藤, 太一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"南野, 謙一"}],"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，水稲栽培において高温による悪影響が問題となっている．そこで本研究では，定期的なドローンモニタリングにより植生指標値を算出して，時系列クラスタリング（機械学習）を行うことで，生育やストレスの推移をメッシュ単位で分類し，高温が水稲栽培に及ぼす影響を分析する．植生指標は，NDVI，NDRE，CCCIを用いる．評価実験として，2021～2023年の岩手県において高温が水稲栽培に及ぼす影響を分析した．その結果，圃場の水稲の状態をメッシュ単位で可視化でき，高温の影響を受けたメッシュを分類することで，収量・品質に与える影響を確認できた．","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"700","bibliographic_titles":[{"bibliographic_title":"第86回全国大会講演論文集"}],"bibliographicPageStart":"699","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T09:03:18.246996+00:00","created":"2025-01-19T01:39:18.765879+00:00","id":236959}