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高野　佳佑 タカノ　ケイスケ

所属:一橋大学 ソーシャル・データサイエンス研究科　講師

高野　佳佑 タカノ　ケイスケ

所属:一橋大学 ソーシャル・データサイエンス研究科　講師

専門分野

地理情報科学

主な著書・論文

Nakajima, K., & Takano, K. (2023). Estimating the effect of land use regulation on land price: At the kink point of building height limits in Fukuoka. Regional Science and Urban Economics, 103, 103955.
Takano, K. (2023). Path-dependence in the location of business agglomeration: Case of postwar land requisition. CSIS Discussion Paper Series, 181.
Takano, K., & Okamuro, H. (2021). Local R&D support as a driver of network diversification: A cross-regional comparison in Japan. Science and Public Policy, 48(6), 776-787.
Takano, K., & Okamuro, H. (2020). Place-based SME finance policy and local industrial revivals: An empirical analysis of a directed credit program after WW2 (No. E-2020-01). TDB-CAREE Discussion Paper.
Takano, K., Tsutsumi, M., & Kikukawa, Y. (2018). Spatial modeling of industrial location determinants in Japan: Empirical analysis using spatial econometric approaches. Review of Urban & Regional Development Studies, 30(1), 26-43.

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LI Peiran

所属:一橋大学 社会科学高等研究院/都市空間・不動産解析研究センター（CURES）講師

LI Peiran

所属:一橋大学 社会科学高等研究院/都市空間・不動産解析研究センター（CURES）講師

専門分野

空間情報科学、人工知能、スマートシティ、人流の移動、携帯電話ＧＰＳビッグデータ

主な著書・論文

Li, P., Zhang, H., Li, W., Huang, D., Guo, Z., Chen, J., … & Koshizuka, N. (2025). GeoAvatar: A big mobile phone positioning data-driven method for individualized pseudo personal mobility data generation. Computers, Environment and Urban Systems, 119, 102252.
Li, W., Zhang, H., Chen, J., Li, P., Yao, Y., Shi, X., … & Shibasaki, R. (2022). Metagraph-based life pattern clustering with big human mobility data. IEEE Transactions on Big Data, 9(1), 227-240.
Zhang, H., Li, P., Zhang, Z., Li, W., Chen, J., Song, X., … & Yan, J. (2022). Epidemic versus economic performances of the COVID-19 lockdown: A big data driven analysis. Cities, 120, 103502.
Jin, Y., Li, P., Chen, Z., Bharule, S., Jia, N., Chen, J., … & Zhang, H. (2023). Understanding railway usage behavior with ten million GPS records. Cities, 133, 104117.
Li, P., Zhang, H., Guo, Z., Lyu, S., Chen, J., Li, W., … & Yan, J. (2021). Understanding rooftop PV panel semantic segmentation of satellite and aerial images for better using machine learning. Advances in applied energy, 4, 100057.

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秋山　祐樹 アキヤマ　ユウキ

所属:一橋大学 社会科学高等研究院　特任教授

秋山　祐樹 アキヤマ　ユウキ

所属:一橋大学 社会科学高等研究院　特任教授

専門分野

空間情報科学、土木計画学、交通工学、都市地理学、統計学、データサイエンス

主な著書・論文

  • Akiyama, Y., Yamada, T., Kokubo, K., Horiuchi J., and Akiyama, C, M. (2025). Bridging the Gap Between Tsunami Risk Awareness and Physical Vulnerabilities: A Data-Driven
  • Approach for Disaster-Resilient Urban Planning, Digital-Era Urban Transformations: Advancements in Data Science, Analytics & Technology, Springer Nature Switzerland AG.(in press)
  • Maneepong, K., Yamanotera, R., Akiyama. Y., Miyazaki, H., Miyazawa, S., and Akiyama, C. M. (2024). Open Data-Driven 3D Building Models for Micro-Population Mapping in a Data-Limited Setting, Remote Sensing, 16(21), 3922.
  • 秋山祐樹, 冨田健人, 水谷昂太郎, 馬塲弘樹（2024）自治体保有データと機械学習を活用した非空き家住宅の特定による空き家現地調査の負担軽減方法の提案―群馬県前橋市における事例―, GIS-理論と応用, 32(1), 13-24.
  • Sayuda,K., Hong, E., Akiyama, Y., Baba, H., Tokudomi, T. and Akatani, T. (2022). Accuracy of vacant housing detection models: An empirical evaluation using municipal and national census datasets, Transactions in GIS, 26(7), 3003-3027.
  • Guan, C. H., Song, J., Keith, M., Zhang, B., Akiyama, Y., Liu, J., Shibasaki, R. and Sato, T. (2021). Seasonal variations of park visitor volume and park service area in Tokyo: A mixed-method approach combining big data and field observations, Urban Forestry & Urban Greening, 126973.
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鈴木　雅智 スズキ　マサトモ

所属:一橋大学 社会科学高等研究院　特任准教授

鈴木　雅智 スズキ　マサトモ

所属:一橋大学 社会科学高等研究院　特任准教授

専門分野

住宅・不動産・都市経済学、都市解析

主な著書・論文

  • Suzuki, M., Saito, H., Shimizu, C. (2025) “Price premium of the collective management of condominiums: Evidence from Tokyo,” Habitat International, 156, 103304.
  • Suzuki, M., Ong, S. E., Asami, Y., Shimizu, C. (2023) “Long-Run Renewal of REIT Property Portfolio Through Strategic Divestment,” Journal of Real Estate Finance and Economics, 66, 1-40.
  • Suzuki, M., Hino, K., Muto, S. (2022) “Negative externalities of long-term vacant homes: Evidence from Japan,” Journal of Housing Economics, 57, 101856.
  • Suzuki, M., Shibata, A. (2022) “The economic premium of housing certificates aimed at promoting long-life property and transaction of existing housing in Japan,” Journal of Cleaner Production, 366, 132935.
  • Suzuki, M., Asami, Y. (2019) “Shrinking metropolitan area: Costly homeownership and slow spatial shrinkage,” Urban Studies, 56(6), 1113-1128.
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馬塲　弘樹 ババ　ヒロキ

所属:一橋大学 社会科学高等研究院　特任准教授

馬塲　弘樹 ババ　ヒロキ

所属:一橋大学 社会科学高等研究院　特任准教授

専門分野

空間情報科学、不動産分析

主な著書・論文

  • Baba, H., Shimizu, C. (2023). The impact of apartment vacancies on nearby housing rents over multiple time periods: Application of smart meter data. International Journal of Housing Markets and Analysis, 16(7), 27-41.
  • Baba, H., Asami, Y. (2022). Cost-efficient factors in local public spending: Detecting relationships between local environments, population size, and urban area category. Environment and Planning B: Urban Analytics and City Science, 49(1), 241–258.
  • Baba, H., Asami, Y. (2020). Municipal Population Size and the Benefits of Intermunicipal Cooperation: Panel Data Evidence from Japan. Local Government Studies, 46(3), 371–393.
  • Baba, H., Hino, K. (2019). Factors and tendencies of housing abandonment: An analysis of a survey of vacant houses in Kawaguchi City, Saitama. Japan Architectural Review, 2(3), 367–375.
  • Baba, H., Asami, Y. (2017). Regional Differences in the Socio-economic and Built-environment Factors of Vacant House Ratio as a Key Indicator for Spatial Urban Shrinkage. Urban and Regional Planning Review, 4, 251–267.
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本田　朋史 ホンダ　トモヒト

所属:一橋大学 社会科学高等研究院　特任准教授

本田　朋史 ホンダ　トモヒト

所属:一橋大学 社会科学高等研究院　特任准教授

専門分野

企業金融・不動産

主な著書・論文

  • Honda, T. (2023). The effects of credit lines on cash holdings and capital investment: evidence from Japan. Journal of the Japanese and International Economies, 67, 101241.
  • Honda, T., & Uesugi, I. (2022). COVID-19 and precautionary corporate cash holdings: Evidence from Japan. Japanese Journal of Monetary and Financial Economics, 10, 19-43.
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村上　大輔 ムラカミ　ダイスケ

所属:一橋大学 社会科学高等研究院　特任准教授

村上　大輔 ムラカミ　ダイスケ

所属:一橋大学 社会科学高等研究院　特任准教授

専門分野

空間統計学、時空間モデリング、都市・環境分析

主な著書・論文

  • 村上大輔 (2022) 「Rではじめる地理空間データの統計解析入門」, 講談社サイエンティフィック.
  • Murakami, D., Griffith, D.A. (2019) Spatially varying coefficient modeling for large dataset: Eliminating N from spatial regressions. Spatial Statistics. 30, 39-64.
  • Murakami, D., Yamagata, Y. (2019). Estimation of gridded population and GDP scenarios with spatially explicit statistical downscaling, Sustainability, 11 (7), 2106.
  • Murakami, D., Kajita, M., Kajita, S., Matsui, T. (2021) Compositionally-warped additive mixed modeling for a wide variety of non-Gaussian spatial data. Spatial Statistics, 43, 100520.
  • Murakami, D., & Griffith, D. A. (2015). Random effects specifications in eigenvector spatial filtering: a simulation study. Journal of Geographical Systems, 17, 311-331.
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西 颯人 ニシ　ハヤト

所属:一橋大学 社会科学高等研究院　特任講師

西 颯人 ニシ　ハヤト

所属:一橋大学 社会科学高等研究院　特任講師

専門分野

統計的都市解析、住宅・不動産市場分析、空間統計解析

主な著書・論文

  • Hayato Nishi, & Yasushi Asami (2024). “Stochastic gradient geographical weighted regression (sgGWR): Scalable bandwidth optimization for geographically weighted regression”. International Journal of Geographical Information Science, Vol. 38, Issue: 2 pp.354-380, https://doi.org/10.1080/13658816.2023.2285471
  • Nasushige Shiode, Shino Shiode, Hayato Nishi, & Kimihiro Hino (2023). “Seasonal characteristics of crime: an empirical investigation of the temporal fluctuation of the different types of crime in London”. Computational Urban Science, 3, 19. https://doi.org/10.1007/s43762-023-00094-x
  • Yoshifumi Wada, Yasushi Asami, Kimihiro Hino, Hayato Nishi, Shino Shiode, and Narushige Shiode. (2023). “Road Junction Configurations and the Severity of Traffic Accidents in Japan” Sustainability Vol. 15, Issue. 3: 2722. https://doi.org/10.3390/su15032722
  • Hayato Nishi, Yasushi Asami, Hiroki Baba, & Chihiro Shimizu (2023) “Scalable spatiotemporal regression model based on Moran’s eigenvectors”, International Journal of Geographical Information Science. Vol. 37, Issue: 1 pp.162-188, https://doi.org/10.1080/13658816.2022.2100891
  • Hayato Nishi, Yasushi Asami, Chihiro Shimizu, (2021) “The illusion of a hedonic price function: Nonparametric interpretable segmentation for hedonic inference”, Journal of Housing Economics, Vol. 52, https://doi.org/10.1016/j.jhe.2021.101764.
  • Hayato Nishi, Yasushi Asami, Chihiro Shimizu, (2019) “Housing features and rent: estimating the microstructures of rental housing”, International Journal of Housing Markets and Analysis, Vol. 12 Issue: 2, pp.210-225, https://doi.org/10.1108/IJHMA-09-2018-0067
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CURES客員研究員

DENG Claire Xiaoying

所属:Henley Business School, University of Reading　准教授

DENG Claire Xiaoying

所属:Henley Business School, University of Reading　准教授

専門分野

不動産および関連技術、国際資本移動と投資、企業財務および資産の証券化，家計に関する金融、ESGおよびグリーンファイナンス

主な著書・論文

  • “Shadow Banking, Risk Taking and Real Estate Financing: Evidence from Online Lending”（共著：Chong Liu, Seow Eng Ong）『Journal of Real Estate Finance and Economics』, 2024年1月, 68, pp.1–27.（Asian Real Estate Research Institute Rising Star Award 受賞, 2019年）
  • “How do the Political Leanings of CEOs Affect REITs’ Operational Decisions?”（共著：Paul Anglin, Yanmin Gao, Hua Sun）『Journal of Real Estate Research』, 2021, 43(4), 419–446.
  • “Housing Rents and Household Consumption: Evidence from China”（共著：Weizeng Sun, Guanghua Wan）『Economic Research Journal（中国語）』, 2020年12月号.
  • “Does Infrastructure Spending Cause Price Premia in Property Market? Evidence from Major Cities in India”（共著：Anupam Nanda, Seow Eng Ong）『Regional Studies』, 2019, 53(12), 1747–1760.
  • “Development of Characteristic Towns in China”（共著：Yuzhe Wu, Yuxuan Chen, Eddie C.M. Hui）『Habitat International』, 2018年7月, 77, 21–31.
  • “Real Estate Risk, Corporate Investment and Financing Choice”（共著：Seow Eng Ong, Meijun Qian）『Journal of Real Estate Finance and Economics』, 2018年7月, 57(1), 87–113.（ARES年次大会 最優秀論文賞 受賞）
  • “Real Earnings Management, Liquidity and REITs SEO Dynamics”（共著：Seow Eng Ong）『Journal of Real Estate Finance and Economics』, 2018年4月, 56(3), 410–442.

 

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小川　芳樹 オガワ　ヨシキ

所属:東京大学空間情報科学研究センター　准教授

小川　芳樹 オガワ　ヨシキ

所属:東京大学空間情報科学研究センター　准教授

専門分野

Geo AI, ３D都市モデル, 都市防災, 機械学習, リモートセンシング, 空間情報

主な著書・論文

▪ Gill, A., Lalith, M., Hori, M., Ogawa, Y. (2024). Analysis of postdisaster economy using high-resolution disaster and economy simulations. Risk Analysis, 1–17.

▪ Ogawa, Y., Zhao, C., Oki, T., Sekimoto, Y., Shimizu, C. (2024). Evaluating the subjective perceptions of streetscapes using street-view images. Landscape and Urban Planning, 247, 105073.

▪ Zhao, C., Ogawa, Y., Oki, T., Chen, S., Sekimoto, Y. (2023). Quantitative land price analysis via computer vision from street view images. Engineering Applications of Artificial Intelligence, 123, 106294.

▪ Ogawa, Y., Zhao, C., Oki, T., Chen, S., Sekimoto, Y. (2023). Deep Learning Approach for Classifying the Built Year and Structure of Individual Buildings. IEEE JSTARS, 16, 1740–1755.

▪ Chen, S., Ogawa, Y., Zhao, C., Sekimoto, Y. (2023). Large-scale individual building extraction from open-source satellite imagery via super-resolution-based instance segmentation approach. ISPRS Journal of Photogrammetry and Remote Sensing, 195, 129–152.

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YAO Yao

所属:School of Geography and Information Engineering, China University of Geosciences (Wuhan)　教授

YAO Yao

所属:School of Geography and Information Engineering, China University of Geosciences (Wuhan)　教授

専門分野

Spatiotemporal big data, Geospatial artificial intelligence (GeoAI), Geospatial foundation model, Urban simulation

主な著書・論文

Zhu K, Gu Y, Zhang Y, et al. From Street View Imagery to the Countryside: Large-Scale Perception of Rural China Using Deep Learning[J]. Annals of the American Association of Geographers, 2025: 1-22. (Corresponding author)

Zhu G, Tang M, Ma Y, et al. LandGPT: a multimodal large language model for parcel-level land use classification with multi-source data[J]. International Journal of Geographical Information Science, 2025: 1-24. (Corresponding author)

Yao Y, Liang L, Zhang Y, et al. Resilience Patterns of Multiscale Human Mobility Under Extreme Rainfall Events Using Massive Individual Trajectory Data[J]. Annals of the American Association of Geographers, 2025, 115(3): 578-602.

Wu H, Jiang Z, Dong A, et al. DCAI-CLUD: a data-centric framework for the construction of land-use datasets[J]. International Journal of Geographical Information Science, 2024, 38(11): 2379-2402. (Corresponding author)

Yao Y, Zhang H, Sun Z, et al. Fine-grained regional economic forecasting for a megacity using vector-based cellular automata[J]. International Journal of Applied Earth Observation and Geoinformation, 2023, 125: 103602.

 

Website: https://www.urbancomp.net

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ZHANG Haoran

所属:School of Urban Planning and Design, Peking University　教授

ZHANG Haoran

所属:School of Urban Planning and Design, Peking University　教授

専門分野

  1. Urban data analytics and GIS-based urban planning.
  2. Mobility and accessibility modeling for sustainable city development.

主な著書・論文

  •  GeoAvatar: A big mobile phone positioning data-driven method for individualized pseudo personal mobility data generation
    P. Li, H. Zhang, W. Li, D. Huang, Z. Guo, J. Chen, J. Zhang, X. Song, P. Zhao, …
    Computers, Environment and Urban Systems, 119, 102252 (2025)
  •  Utilizing mobile phone big data to simulate the impact of park boundary openness on accessibility
    W. Li, H. Zhang, W. Liu, J. Chen, P. Li, H.H. Kobayashi, X. Song, R. Shibasaki
    Cities, 156, 105547 (2025)
  •  A GIS-Based Framework for Synthesizing City-Scale Long-Term Individual-Level Spatial–Temporal Mobility
    Y. Yao, Y. Jiang, Q. Yu, J. Yuan, J. Li, J. Xu, S. Liu, H. Zhang
    ISPRS International Journal of Geo-Information, 13(7), 261 (2024)
  •  Using mobile phone big data to identify inequity of aging groups in transit-oriented development station usage: A case of Tokyo
    Z. Chen, P. Li, Y.X. Jin, S. Bharule, N. Jia, W. Li, X. Song, R. Shibasaki, …
    Transport Policy, 132, 65-75 (2023)
  •  Mobility tableau: Human mobility similarity measurement for city dynamics
    Y. Yao, H. Zhang, J. Chen, W. Li, R. Shibasaki, X. Song
    IEEE Transactions on Intelligent Transportation Systems, 24(7), 7108-7121 (2023)
  •  Enhancing PV panel segmentation in remote sensing images with constraint refinement modules
    H. Tan, Z. Guo, H. Zhang, Q. Chen, Z. Lin, Y. Chen, J. Yan
    Applied Energy, 350, 121757 (2023)
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