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RBFネットワークを用いた時間帯別入込人口推計のダウンスケーリング手法の開発
http://hdl.handle.net/10258/00009729
http://hdl.handle.net/10258/000097297e61e0f6-36db-4d5a-addb-6e00c663727a
名前 / ファイル | ライセンス | アクション |
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JSCE_73_5_I483_I491 (2.7 MB)
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Item type | 学術雑誌論文 / Journal Article.(1) | |||||||||||||||||
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公開日 | 2019-03-11 | |||||||||||||||||
タイトル | ||||||||||||||||||
言語 | ja | |||||||||||||||||
タイトル | RBFネットワークを用いた時間帯別入込人口推計のダウンスケーリング手法の開発 | |||||||||||||||||
タイトル | ||||||||||||||||||
言語 | en | |||||||||||||||||
タイトル | DEVELOPMENT OF DOWNSCALING METHOD FOR THE HOURLY POPULATION INFLOW ESTIMATION BY USING RBF NETWORK | |||||||||||||||||
言語 | ||||||||||||||||||
言語 | jpn | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | compact city | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | mobile spatial statistics | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | basic survey of city planning | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | RBF network | |||||||||||||||||
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 | journal article | |||||||||||||||||
アクセス権 | ||||||||||||||||||
アクセス権 | open access | |||||||||||||||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||||||||||||||
著者 |
生越, 拓実
× 生越, 拓実× 有村, 幹治
WEKO
11996
× 浅田, 拓海
WEKO
54336
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室蘭工業大学研究者データベースへのリンク | ||||||||||||||||||
有村 幹治(ARIMURA Mikiharu) | ||||||||||||||||||
http://rdsoran.muroran-it.ac.jp/html/100000083_ja.html | ||||||||||||||||||
室蘭工業大学研究者データベースへのリンク | ||||||||||||||||||
浅田 拓海(ASADA Takumi) | ||||||||||||||||||
http://rdsoran.muroran-it.ac.jp/html/100000065_ja.html | ||||||||||||||||||
抄録 | ||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||
内容記述 | 近年,コンパクトシティ政策等の都市施策に関する計画情報の一つとして,マイクロジオデータの活用が注目されている.本研究では,モバイル空間統計および都市計画基礎調査の2つのマイクロジオデータを統合的に用い,RBFネットワークにより,空間的な分析解像度をダウンスケールしながら時間帯別入込人口を推定する手法を開発した.具体的には,3次メッシュスケールで集計した建物用途別延床面積から各メッシュの入込人口を推定するモデルを構築し,そのモデルを用いて,4次メッシュスケールでの入込人口推計を行った.本手法により得られた詳細な入込人口分布を空間的に可視化することで,3次スケーリングでは困難であった細かい箇所毎の入込人口分布を把握することが可能となった. | |||||||||||||||||
言語 | ja | |||||||||||||||||
抄録 | ||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||
内容記述 | Recently, in order to obtain the planning information such as a compact city policy, the use of micro-geo data has been applied effectively. In this study, we develop a method to estimate the hourly population inflow during downscaling the spatial analysis resolution by using the RBF Network with respect to the two mobile data of the mobile spatial statistics and the urban planning basic survey. In this study, a model is formulated that estimates the population inflow of each mesh from the total floor space by building application counted on the regional mesh level 3 (1km square grid) scale for estimating the population on the regional mesh level 4 (500m square grid) scale. According to the spatial visualization of the obtained population distribution by this method, it can grasp the distribution of population easily in which it is better than estimating with 3rd scaling. | |||||||||||||||||
言語 | en | |||||||||||||||||
書誌情報 |
ja : 土木学会論文集D3(土木計画学) en : Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management) 巻 73, 号 5, p. I_483-I_491, 発行日 2017 |
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出版者 | ||||||||||||||||||
言語 | ja | |||||||||||||||||
出版者 | 土木学会 | |||||||||||||||||
出版者版へのリンク | ||||||||||||||||||
10.2208/jscejipm.73.I_483 | ||||||||||||||||||
https://doi.org/10.2208/jscejipm.73.I_483 | ||||||||||||||||||
DOI | ||||||||||||||||||
関連タイプ | isIdenticalTo | |||||||||||||||||
識別子タイプ | DOI | |||||||||||||||||
関連識別子 | 10.2208/jscejipm.73.I_483 | |||||||||||||||||
論文ID(NAID) | ||||||||||||||||||
関連タイプ | isIdenticalTo | |||||||||||||||||
識別子タイプ | NAID | |||||||||||||||||
関連識別子 | 130006286583 | |||||||||||||||||
日本十進分類法 | ||||||||||||||||||
主題Scheme | NDC | |||||||||||||||||
主題 | 007 | |||||||||||||||||
ISSN | ||||||||||||||||||
収録物識別子タイプ | PISSN | |||||||||||||||||
収録物識別子 | 2185-4688 | |||||||||||||||||
書誌レコードID | ||||||||||||||||||
収録物識別子タイプ | NCID | |||||||||||||||||
収録物識別子 | AA12373113 | |||||||||||||||||
権利 | ||||||||||||||||||
言語 | ja | |||||||||||||||||
権利情報 | © copyright 2017 土木学会 | |||||||||||||||||
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 | |||||||||||||||||
主となる版 | ||||||||||||||||||
関連タイプ | isVersionOf | |||||||||||||||||
識別子タイプ | URI | |||||||||||||||||
関連識別子 | https://www.jstage.jst.go.jp/article/jscejipm/73/5/73_I_483/_pdf/-char/ja | |||||||||||||||||
フォーマット | ||||||||||||||||||
内容記述タイプ | Other | |||||||||||||||||
内容記述 | application/pdf |