MODELING OF URBANIZATION IN URBAN AREAS BASED ON REGRESSIVE MODELS CONSIDERING SPATIALAUTO-REGRESSION
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- KYAKUNO Takashi
- Assoc. Prof., School of Policy Studies, Kwansei Gakuin University, Dr. Eng.
Bibliographic Information
- Other Title
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- 空間的自己回帰性に考慮した回帰モデルによる都市圏の都市化現象のモデリング
- 空間的自己回帰性に考慮した回帰モデルによる都市圏の都市化現象のモデリング : 成熟社会における土地利用変化モデルの考察
- クウカンテキ ジコ カイキセイ ニ コウリョ シタ カイキ モデル ニ ヨル トシケン ノ トシ ケゲンゾウ ノ モデリング : セイジュク シャカイ ニ オケル トチ リヨウ ヘンカ モデル ノ コウサツ
- A discussion of the models for land use changes in amature society
- 成熟社会における土地利用変化モデルの考察
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Abstract
Two types of regressive models that consider spatial auto-regression, which is spatial autoregressive model and spatial autoregressive disturbance model respectively, were discussed for predicting schemes of land use changes in Japanese urban and suburban areas. The results were compared with ones of normal linear regression models, and are proved to be more accurate than ones of the regressive model, based on AIC. Adopting these models result in success of capturing the local diversity and similarity in land use change, which is one of typical phenomena in Japanese cities under maturing society.
Journal
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- Journal of Architecture and Planning (Transactions of AIJ)
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Journal of Architecture and Planning (Transactions of AIJ) 78 (689), 1695-1704, 2013
Architectural Institute of Japan
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Keywords
Details 詳細情報について
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- CRID
- 1390282679756476544
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- NII Article ID
- 130004895699
- 200000382278
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- NII Book ID
- AN10438548
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- ISSN
- 18818161
- 13404210
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- NDL BIB ID
- 024648214
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- Text Lang
- ja
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed
