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Development of downscaling method using the RBF network assessing the hourly population inflow: A case study of the Sapporo urban area
http://hdl.handle.net/10258/00010537
http://hdl.handle.net/10258/00010537aafb6a35-045c-4e08-9bc1-1448080b0f69
名前 / ファイル | ライセンス | アクション |
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ATS_6_100019 (6.6 MB)
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Item type | 学術雑誌論文 / Journal Article.(1) | |||||||||||||||||
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公開日 | 2022-03-30 | |||||||||||||||||
タイトル | ||||||||||||||||||
言語 | en | |||||||||||||||||
タイトル | Development of downscaling method using the RBF network assessing the hourly population inflow: A case study of the Sapporo urban area | |||||||||||||||||
言語 | ||||||||||||||||||
言語 | eng | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Radial basis function (RBF) network | |||||||||||||||||
キーワード | ||||||||||||||||||
言語 | en | |||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | Machine learning | |||||||||||||||||
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 | City planning survey | |||||||||||||||||
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 |
OKUMURA, Kota
× OKUMURA, Kota× OGOSHI, Takumi× 浅田, 拓海
WEKO
54336
× 有村, 幹治
WEKO
11996
× トスポーン, アレーラス |
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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 | ||||||||||||||||||
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 | ||||||||||||||||||
抄録 | ||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||
内容記述 | In Japan in recent years, policies for compact cities have been promoted as the population has decreased, and the use of micro-geo data has attracted attention in urban planning. Therefore, when considering a compact city, it is important to know the relationship between the urban facility layout and the population flow. In this research, we created a data set using demographic data, location information of mobile phones, and detailed building data and used a radial basis function (RBF) network. In short, the purpose of this study was to develop a method to reduce the estimated area of population inflow per hour. Population inflow is expressed as the visiting population, which is defined by the difference in the staying population in the time of two sections. By spatially visualizing the results, we were able to downscale the population flow data on a 500 m grid. | |||||||||||||||||
言語 | en | |||||||||||||||||
書誌情報 |
en : Asian Transport Studies 巻 6, p. 100019, 発行日 2020 |
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出版者 | ||||||||||||||||||
言語 | en | |||||||||||||||||
出版者 | Elsevier | |||||||||||||||||
出版者版へのリンク | ||||||||||||||||||
10.1016/j.eastsj.2020.100019 | ||||||||||||||||||
https://doi.org/10.1016/j.eastsj.2020.100019 | ||||||||||||||||||
DOI | ||||||||||||||||||
関連タイプ | isIdenticalTo | |||||||||||||||||
識別子タイプ | DOI | |||||||||||||||||
関連識別子 | 10.1016/j.eastsj.2020.100019 | |||||||||||||||||
日本十進分類法 | ||||||||||||||||||
主題Scheme | NDC | |||||||||||||||||
主題 | 518 | |||||||||||||||||
ISSN | ||||||||||||||||||
収録物識別子タイプ | EISSN | |||||||||||||||||
収録物識別子 | 2185-5560 | |||||||||||||||||
権利 | ||||||||||||||||||
言語 | en | |||||||||||||||||
権利情報 | https://creativecommons.org/licenses/by/4.0/ | |||||||||||||||||
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 | |||||||||||||||||
フォーマット | ||||||||||||||||||
内容記述タイプ | Other | |||||||||||||||||
内容記述 | application/pdf |