WEKO3
アイテム
{"_buckets": {"deposit": "2b08a042-b776-451d-bd44-63cee4e386f5"}, "_deposit": {"created_by": 1, "id": "9659", "owners": [1], "pid": {"revision_id": 0, "type": "depid", "value": "9659"}, "status": "published"}, "_oai": {"id": "oai:omu.repo.nii.ac.jp:00009659", "sets": ["130", "1407", "1740"]}, "author_link": ["23155", "23157", "23156"], "item_2_biblio_info_7": {"attribute_name": "書誌情報", "attribute_value_mlt": [{"bibliographicIssueDates": {"bibliographicIssueDate": "2005-03-31", "bibliographicIssueDateType": "Issued"}, "bibliographicPageEnd": "8", "bibliographicPageStart": "1", "bibliographicVolumeNumber": "57", "bibliographic_titles": [{"bibliographic_title": "大阪府立大学大学院農学生命科学研究科学術報告"}]}]}, "item_2_description_16": {"attribute_name": "フォーマット", "attribute_value_mlt": [{"subitem_description": "application/pdf", "subitem_description_type": "Other"}]}, "item_2_description_4": {"attribute_name": "抄録", "attribute_value_mlt": [{"subitem_description": "Periodic measurement of the concentration of chemicals dissolved in rainwater to differing time of rain events was important in detecting rainwater contamination. Multiplicative methods such as the AMMI (additive main effects and multiplicative interaction) analysis and the SOM (self-organizing map) algorithm were useful for studying patterns of the variation of the rainwater chemical content relative to the month in which the time of rain occurred. The AMMI incorporated both additive main and multiplicative interaction effects into an ANOVA (analysis of variance) of AMMI in testing the significances of the analyzed factors. The multiplicative normal distribution in term of the confidence interval 95% on the AMMI was employed to assess the stability of the chemical content in rainwater during the rainy season. Overlapping of the two first PCI (principal component of interaction) into a biplot was usually used for interpreting the components of interaction. However, in the present study the AMMI biplot not eligible to be used for displaying the interaction patterns since the second PCI was not significant according to F-test (Fisher\u0027s test) at the level of α=0.05. We then used the SOM to overcome this deficiency of AMMI. This method therefore offered benefits in inspecting the possible correlations of the multi-parameter of the vector components in the input data. A plane map of SOM has effectively revealed the interaction patterns as well as, visualizing the relations between the concentrations of chemicals in rainwater to the times of rain events.", "subitem_description_type": "Abstract"}]}, "item_2_description_6": {"attribute_name": "引用", "attribute_value_mlt": [{"subitem_description": "大阪府立大学大学院農学生命科学研究科学術報告. 2005, 57, p.1-8", "subitem_description_type": "Other"}]}, "item_2_identifier_registration": {"attribute_name": "ID登録", "attribute_value_mlt": [{"subitem_identifier_reg_text": "10.24729/00009652", "subitem_identifier_reg_type": "JaLC"}]}, "item_2_publisher_34": {"attribute_name": "出版者", "attribute_value_mlt": [{"subitem_publisher": "Graduate School of Agriculture and Biological Sciences, Osaka Prefecture University"}]}, "item_2_source_id_10": {"attribute_name": "書誌レコードID", "attribute_value_mlt": [{"subitem_source_identifier": "AA11576192", "subitem_source_identifier_type": "NCID"}]}, "item_2_source_id_8": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "1346-1575", "subitem_source_identifier_type": "ISSN"}]}, "item_2_version_type_17": {"attribute_name": "著者版フラグ", "attribute_value_mlt": [{"subitem_version_resource": "http://purl.org/coar/version/c_970fb48d4fbd8a85", "subitem_version_type": "VoR"}]}, "item_creator": {"attribute_name": "著者", "attribute_type": "creator", "attribute_value_mlt": [{"creatorNames": [{"creatorName": "SUWARDI, Annas"}], "nameIdentifiers": [{"nameIdentifier": "23155", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "KANAI, Takenori"}], "nameIdentifiers": [{"nameIdentifier": "23156", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "KOYAMA, Shuhei"}], "nameIdentifiers": [{"nameIdentifier": "23157", "nameIdentifierScheme": "WEKO"}]}]}, "item_files": {"attribute_name": "ファイル情報", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_date", "date": [{"dateType": "Available", "dateValue": "2019-07-31"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "KJ00004360353.pdf", "filesize": [{"value": "1.1 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 1100000.0, "url": {"label": "KJ00004360353.pdf", "url": "https://omu.repo.nii.ac.jp/record/9659/files/KJ00004360353.pdf"}, "version_id": "ead928ca-45ab-488e-b709-0627abb5fe0a"}]}, "item_keyword": {"attribute_name": "キーワード", "attribute_value_mlt": [{"subitem_subject": "AMMI", "subitem_subject_scheme": "Other"}, {"subitem_subject": "ANOVA", "subitem_subject_scheme": "Other"}, {"subitem_subject": "chemical content", "subitem_subject_scheme": "Other"}, {"subitem_subject": "PCI", "subitem_subject_scheme": "Other"}, {"subitem_subject": "rainwater", "subitem_subject_scheme": "Other"}, {"subitem_subject": "SOM", "subitem_subject_scheme": "Other"}]}, "item_language": {"attribute_name": "言語", "attribute_value_mlt": [{"subitem_language": "eng"}]}, "item_resource_type": {"attribute_name": "資源タイプ", "attribute_value_mlt": [{"resourcetype": "departmental bulletin paper", "resourceuri": "http://purl.org/coar/resource_type/c_6501"}]}, "item_title": "Multiplicative Methods for Assessment of Variation in Rainwater Chemical Content with the Time of Rain Events", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "Multiplicative Methods for Assessment of Variation in Rainwater Chemical Content with the Time of Rain Events"}]}, "item_type_id": "2", "owner": "1", "path": ["130", "1740"], "permalink_uri": "https://doi.org/10.24729/00009652", "pubdate": {"attribute_name": "公開日", "attribute_value": "2009-08-25"}, "publish_date": "2009-08-25", "publish_status": "0", "recid": "9659", "relation": {}, "relation_version_is_last": true, "title": ["Multiplicative Methods for Assessment of Variation in Rainwater Chemical Content with the Time of Rain Events"], "weko_shared_id": -1}
Multiplicative Methods for Assessment of Variation in Rainwater Chemical Content with the Time of Rain Events
https://doi.org/10.24729/00009652
https://doi.org/10.24729/000096527d5423d9-a987-424c-9d18-373b4c2860ee
名前 / ファイル | ライセンス | アクション |
---|---|---|
KJ00004360353.pdf (1.1 MB)
|
|
Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
---|---|---|---|---|---|---|
公開日 | 2009-08-25 | |||||
タイトル | ||||||
タイトル | Multiplicative Methods for Assessment of Variation in Rainwater Chemical Content with the Time of Rain Events | |||||
言語 | ||||||
言語 | eng | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | AMMI | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | ANOVA | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | chemical content | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | PCI | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | rainwater | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | SOM | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
ID登録 | ||||||
ID登録 | 10.24729/00009652 | |||||
ID登録タイプ | JaLC | |||||
著者 |
SUWARDI, Annas
× SUWARDI, Annas× KANAI, Takenori× KOYAMA, Shuhei |
|||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | Periodic measurement of the concentration of chemicals dissolved in rainwater to differing time of rain events was important in detecting rainwater contamination. Multiplicative methods such as the AMMI (additive main effects and multiplicative interaction) analysis and the SOM (self-organizing map) algorithm were useful for studying patterns of the variation of the rainwater chemical content relative to the month in which the time of rain occurred. The AMMI incorporated both additive main and multiplicative interaction effects into an ANOVA (analysis of variance) of AMMI in testing the significances of the analyzed factors. The multiplicative normal distribution in term of the confidence interval 95% on the AMMI was employed to assess the stability of the chemical content in rainwater during the rainy season. Overlapping of the two first PCI (principal component of interaction) into a biplot was usually used for interpreting the components of interaction. However, in the present study the AMMI biplot not eligible to be used for displaying the interaction patterns since the second PCI was not significant according to F-test (Fisher's test) at the level of α=0.05. We then used the SOM to overcome this deficiency of AMMI. This method therefore offered benefits in inspecting the possible correlations of the multi-parameter of the vector components in the input data. A plane map of SOM has effectively revealed the interaction patterns as well as, visualizing the relations between the concentrations of chemicals in rainwater to the times of rain events. | |||||
引用 | ||||||
内容記述タイプ | Other | |||||
内容記述 | 大阪府立大学大学院農学生命科学研究科学術報告. 2005, 57, p.1-8 | |||||
書誌情報 |
大阪府立大学大学院農学生命科学研究科学術報告 巻 57, p. 1-8, 発行日 2005-03-31 |
|||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 1346-1575 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA11576192 | |||||
フォーマット | ||||||
内容記述タイプ | Other | |||||
内容記述 | application/pdf | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
出版者 | ||||||
出版者 | Graduate School of Agriculture and Biological Sciences, Osaka Prefecture University |