Publications

Hajime Seya and Morito Tsutsumi (2011) Application of model averaging techniques to spatial hedonic land price models, in Santiago Mendez and Ana Maria Vega (eds.), Econometrics: New Research, 63–88, Nova Science Publishers, New York.

Hajime Seya and Morito Tsutsumi (2014) Spatial Statistics (in Japanese), Asakura Publishing Co., Ltd, Tokyo. (http://www.asakura.co.jp/books/isbn/978-4-254-12831-4/)

Yoshiki Yamagata, Daisuke Murakami, and Hajime Seya (2015) Latest High-resolution remote sensing and visibility analysis for smart environment design, in Remote Sensing Handbook, Volume III: Water Resources, Disasters, and Urban; Monitoring, Modeling, and Mapping: Advances over Last 50 Years and a Vision for the Future, 24, CRC Press, Boca Raton.

Hajime Seya and Morito Tsutsumi (2015) Spatial autocorrelation, in Yasushi Asami, Keiji Yano, Yukio Sadahiro, and Minori Yuda (eds.), Geographic Information Science - GIS Standards, 102-106, Kokon Shoin Publishers Ltd, Tokyo.

Kumiko Nakamichi, Yoshiki Yamagata, and Hajime Seya (2015) An integrated model for assessing carbon dioxide emissions considering climate change mitigation and flood risk adaptation interaction, in Jonathan Li and Xiaojun Yang (eds.), Monitoring and Modeling of Global Changes: A Geomatics Perspective: A Geomatics Perspective, Springer Remote Sensing/Photogrammetry, 241–262, Springer, New York.

Yoshiki Yamagata, Hajime Seya and Daisuke Murakami (2016) Urban economics model for land-Use planning, in Yoshiki Yamagata, Yoshiki and Hiroshi Maruyama (eds.), Urban Resilience: A Transformative Approach, 25-43, Springer, New York.

Yoshiki Yamagata, Hajime Seya and Daisuke Murakami (2016) Yokohama: MATSim application for resilient urban design, in Andreas Horni, Kai Nagel, Kay W Axhausen (eds.), The Multi-Agent Transport Simulation MATSim, Ubiquity Press, London.

Junyi Zhang, Masashi Kuwano, Makoto Chikaraishi, and Hajime Seya (2017) The car-dependent life, in Junyi Zhang (eds.), Life-Oriented Behavioral Research for Urban Policy, 97-122, Springer, New York.

Hajime Seya (2017) Principal component analysis, Factor analysis, in Handbook of Infrastructure Planning and Management (in Japanese), Tokyo, CORONA PUBLISHING CO., LTD.

Hajime Seya and Harry Timmermans (2018) An overview of Asian studies on transport and land use, in Junyi Zhang and Cheng-Min Feng (eds.), Routledge Handbook of Transport in Asia, 314-336, Routledge, London.

Hajime Seya (2018) Spatial interpolation, in Yukio Sadahiro, Ikuho Yamada, and Norimitsu Ishii, (eds.), Introduction to Spatial Analysis (in Japanese), 43-50, Asakura Publishing Co., Ltd, Tokyo. 

Yoshiki Yamagata and Hajime Seya (eds.) (2019) Spatial Analysis Using Big Data: Methods and Urban Applications, Academic Press, Cambridge, USA.

Takahiro Yoshida, Yoshiki Yamagata, Soowon Chang, Vincent de Gooyert, Hajime Seya, Daisuke Murakami, Peraphan Jittrapirom, and Gerasimos Voulgaris (2020) Spatial modeling and design of smart communities, in Yoshiki Yamagata and Perry P.J. Yang (eds.), Urban Systems Design, 199-255, Elsevier,  Amsterdam, Netherlands.

Morito Tsutsumi and Hajime Seya (2008) Measuring the impact of large-scale transportation project on land price using spatial statistical models, Papers in Regional Science, 87 (3), 385–401.

Morito Tsutsumi and Hajime Seya (2009) Hedonic approaches based on spatial econometrics and spatial statistics: Application to evaluation of project benefits, Journal of Geographical Systems, 11 (4), 357–380.

Hajime Seya, Morito Tsutsumi and Yoshiki Yamagata (2012) Income convergence in Japan: A Bayesian spatial Durbin model approach, Economic Modelling, 29 (1), 60–71.

Hajime Seya, Yoshiki Yamagata and Morito Tsutsumi (2013) Automatic selection of a spatial weight matrix in spatial econometrics: Application to a spatial hedonic approach, Regional Science and Urban Economics, 43 (3), 429–444.

Yoshiki Yamagata, Hajime Seya and Kumiko Nakamichi (2013) Creation of future urban environmental scenarios using a geographically explicit land-use model: a case study of Tokyo, Annals of GIS, 19 (3), 153–168.

Yoshiki Yamagata and Hajime Seya (2013) Simulating a future smart city: An integrated land use-energy model, Applied Energy, 112, 1466–1474.

Kumiko Nakamichi, Yoshiki Yamagata and Hajime Seya (2013) CO2 emissions evaluation considering introduction of EVs and PVs under Land-use scenarios for climate change mitigation and adaptation–Focusing on the change of emission factor after the Tohoku earthquake–, Journal of the Eastern Asia Society for Transportation Studies, 10, 1025–1044.

Yoshiki Yamagata and Hajime Seya (2013) Spatial electricity sharing system for making city more resilient against X-Events, Innovation and Supply Chain Management, 7 (3), 75–82.

Hajime Seya, Morito Tsutsumi and Yoshiki Yamagata (2014) Weighted-average least squares applied to spatial econometric models: A Monte Carlo investigation, Geographical Analysis, 46 (2), 126-147.

Sachiho A. Adachi, Fujio Kimura, Hiroyuki Kusaka, Michael G. Duda, Yoshiki Yamagata, Hajime Seya, Kumiko Nakamichi, Toshinori Aoyagi (2014) Moderation of summertime heat-island phenomena via modification of the urban form in the Tokyo metropolitan area, Journal of Applied Meteorology and Climatology, 53 (8), 1886-1990.

Yoshiki Yamagata and Hajime Seya (2015) Proposal for a local electricity-sharing system: A case study of Yokohama city, Japan, IET Intelligent Transport Systems, 9 (1), 38-49.

Hajime Seya, Daisuke Murakami, Morito Tsutsumi and Yoshiki Yamagata (2015) Application of LASSO to the eigenvector selection problem in eigenvector based spatial filtering, Geographical Analysis, 47 (3), 284-299.

Yoshiki Yamagata, Daisuke Murakami, and Hajime Seya (2015) A comparison of grid-level residential electricity demand scenarios in Japan for 2050,  Applied Energy, 158, 255-262.

Hajime Seya, Yoshiki Yamagata and Kumiko Nakamichi (2016) Creation of municipality level intensity data of electricity in Japan,  Applied Energy, 162, 1336-1344.

Hajime Seya, Kumiko Nakamichi, Yoshiki Yamagata (2016) The residential parking rent price elasticity of car ownership in Japan, Transportation Research Part A: Policy and Practice, 85, 123-134.

Thi Anh Hong Nguyen, Makoto Chikaraishi, Hajime Seya, Akimasa Fujiwara, and Junyi Zhang (2016) Exploring self-containment of discretionary activities in an Aging New town of Japan based on a destination choice model with social network effects,   Asian Transport Studies, 4 (1), 129-139.

David Perez Barbosa, Junyi Zhang, Hajime Seya (2016) Effects of the residential environment on health in Japan linked with travel behavior, International Journal of Environmental Research, 13 (2), online.

Yoshiki Yamagata, Daisuke Murakami, Takahiro Yoshida, Hajime Seya, and Sho Kuroda (2016) Value of urban views in a bay city: Hedonic analysis with the spatial multilevel additive regression (SMAR) model, Landscape and Urban Planning, 151, 89–102.

Hajime Seya, Takahiro Yoshida, and Morito Tsutsumi (2016) Ex-post identification of geographical extent of benefited area by a transportation project: Functional data analysis method, Journal of Transport Geography, 55, 1-10.

Daisuke Murakami, Takahiro Yoshida, Hajime Seya, Daniel A. Griffith, and Yoshiki Yamagata (2017) A Moran coefficient-based mixed effects approach to investigate spatially varying relationships, Spatial Statistics, 19, 68-89.

Thi Anh Hong Nguyen, Makoto Chikaraishi, Hajime Seya, Akimasa Fujiwara, and Junyi Zhang (2017) Elderly’s heterogeneous responses to topographical factors in travel mode choice within a hilly neighborhood: An analysis based on combined GPS and paper-based surveys, European Journal of Transport and Infrastructure Research, 17 (3), 411-424.

Ngoc An Huynh, Makoto Chikaraishi, Akimasa Fujiwara, Hajime Seya, and Junyi Zhang (2017) Influences of tour complexity and trip flexibility on stated commuting mode: A case of mass rapid transit in Ho Chi Minh City, Asian Transport Studies, 4 (3), 536-549.

Hiromichi Yamamoto,  Atsushi Koike, and Hajime Seya (2019) Study on the substantiation of location equilibrium in the CUE Model, Journal of Urban Management, 8 (1),89-108.

Daisuke Murakami and Hajime Seya (2019) Spatially filtered unconditional quantile regression: Application to a hedonic analysis, Environmetrics 30 (5), e2556.

Hajime Seya, Junyi Zhang Makoto Chikaraishi, and Ying Jiang (2020) Decisions on truck parking place and time on expressways: An analysis using digital tachograph data, Transportation, 47, 555-583.

Hajime Seya (2020) Parameter estimation of the spatial panel stochastic frontier model with random effects, Applied Economics Letters, 27(3), 248-253.

Hajime Seya, Kay W. Axhausen, Makoto Chikaraishi (2020) Spatial unconditional quantile regression: Application to Japanese parking price data, The Annals of Regional Science, 65, 351-402.

Hajime Seya, Masashi Tomari, Shohei Uno (2021) Parameter estimation in spatial econometric models with non-random missing data, Applied Economics Letters, 28(6), 440-446.

Takara Kunimi and Hajime Seya (2021) Identification of the geographical extent of an area benefiting from a transportation project: A generalized synthetic control, Journal of Transport and Land Use, 14(1), 25-45.

Masaaki Fuse, Hiroki Noguch, and Hajime Seya (2021) Near-term location planning of hydrogen refueling stations in Yokohama City, International Journal of Hydrogen Energy, 46 (23), 12272-12279.

Hiroki Noguch, Tatsuro Omachi, Hajime Seya, and Masaaki Fuse  (2021) A GIS-based risk assessment of hydrogen transport: Case study in Yokohama City, International Journal of Hydrogen Energy, 46(23), 12420-12428.

Hajime Seya and Daiki Shiroi (2021) A comparison of residential apartment rent price predictions using a large data set: Kriging versus deep neural network, Geographical Analysis, 54(2),239-260.

Hajime Seya, Kazuki Yoshida, and Satoru Inoue (2021) Verification of Zone-30-policy effect on accident reduction using propensity score matching method for multiple treatments, Case Studies on Transport Policy, 9(2), 693-702.

Shota Ishigoka, Tatsuhito Kono, and Hajime Seya (2021) Urban esthetic benefits of undergrounding utility lines in consideration of the three-dimensional landscape, Sustainability, 13(24),14023; https://doi.org/10.3390/su132414023.

Daisuke Murakami and Hajime Seya (2022) Spatial regression in the presence of a hierarchical transportation network: Application to land price analysis, Frontiers in Sustainable Cities, 23; https://doi.org/10.3389/frsc.2022.905967.

Takahiro Yoshida, Daisuke Murakami, and Hajime Seya (2022). Spatial prediction of apartment rent using regression-based and machine learning-based approaches with a large dataset, The Journal of Real Estate Finance and Economics, online first.

Takuya Matsuura and Hajime Seya (2024) On the risk of traffic accidents on provisional two-lane expressways, Journal of the Eastern Asia Society for Transportation Studies, in print.

Minh Tu Tran, Hajime Seya, and Shunta Aoki (2024) Expressway connectivity and economic growth: A case study of Vietnam, Journal of the Eastern Asia Society for Transportation Studies, in print.

Daisuke Murakami, Shonosuke Sugasawa, Hajime Seya, Daniel A. Griffith (2024) Sub-model aggregation for scalable eigenvector spatial filtering: Application to spatially varying coefficient modeling, Geographical Analysis, in print.

Morito Tsutsumi, Yasushi Yoshida, Hajime Seya and Yuichiro Kawaguchi (2007) An apartment rent prediction model using MCMC methods in the presence of data inadequacy and spatial autocorrelation: An empirical analysis of Tokyo's 23 wards apartment market (in Japanese), Journal of Real Estate Financial Engineering, 3, 1–13.

Hajime Seya, Morito Tsutsumi, Ryo Inoue, Haruo Ishida and Naohisa Okamoto (2008) Spatio-temporal interpolation based on moving average model (in Japanese), Journal of Applied Regional Science, 13, 47–57.

Morito Tsutsumi and Hajime Seya (2010) A study on the Application of a spatial hedonic approach to project benefits evaluation (in Japanese), Journal of JSCE, Series D, 66 (2), 178–196.

Hajime Seya, Morito Tsutsumi, Yasushi Yoshida and Yuichiro Kawaguchi (2011) A comparative analysis on spatial prediction of apartment rent data with considering spatial dependence (in Japanese), Journal of Real Estate Financial Engineering, 5, 1–21.

Yoshiki Yamagata, Daisuke Murakami, Hajime Seya, Morito Tsutsumi, and Yuichiro Kawaguchi (2011) An analysis of spatio-temporal effect of green building rating on real estate price (in Japanese), Journal of Real Estate Financial Engineering, 5, 23–39.

Yoshiki Yamagata, Hajime Seya and Kumiko Nakamichi (2011) Scenario analysis of the future urban land use in the Tokyo Metropolitan Area (in Japanese), Environmental Science, 24 (3), 169–179.

Hajime Seya, Morito Tsutsumi and Yoshiki Yamagata (2012) Applying weighted-average least squares estimator to spatial econometric models (in Japanese), Journal of Applied Regional Science, 16, 43–54.

Morito Tsutsumi and Hajime Seya (2012) Basics of applied spatial statistics: Spatial statistics and spatial econometrics (in Japanese), Proceedings of the Institute of Statistical Mathematics, 60 (1), 3–25.

Morito Tsutsumi, Kiyoshi Yamasaki, Atsushi Koike and Hajime Seya (2012) Computable urban economic models: Current issues and perspectives (in Japanese), Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 68 (4), 344–357．

Hajime Seya, Yoshiki Yamagata, Daisuke Murakami and Morito Tsutsumi (2013) Hedonic analysis of flood risk; Application of the spatial econometric model with endogenous variables (in Japanese), Journal of Real Estate Financial Engineering, 6, 17–36.

Kumiko Nakamichi, Yoshiki Yamagata and Hajime Seya (2013) Evaluation of CO2 emissions under land use scenarios for interaction between climate change mitigation and adaptation measures in the Tokyo Metropolitan Area (in Japanese), Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 69 (5), I_381–I_389.

Yoshiki Yamagata, Daisuke Murakami, Hajime Seya, and Morito Tsutsumi (2014) A business trip data-based analysis of spatial industrial agglomeration in the 23 wards of Tokyo (in Japanese), Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 70 (5), I_343-I_351

Daisuke Murakami, Hajime Seya, Yoshiki Yamagata and Morito Tsutsumi (2015) Municipal building stock estimation applying spatial statistical models (in Japanese), Journal of Applied Regional Science, 18, 41-54.

Yoshiki Yamagata and Hajime Seya (2015) Spatial-social network analysis of the Japanese environment related patent data: Focusing on the electronics manufacturers (in Japanese), Journal of Applied Regional Science, 19, 67-85.

Makoto Chikaraishi, Fumito Nishikawa, Hajime Seya, Akimasa Fujiwara, Junyi Zhang (2016) Modeling shopping destination choice behavior incorporating non-market interactions among neighborhood inhabitants (in Japanese), Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 72 (5), I_595-I_605.

Satoshi Komoda, Hirofumi Yotsutsuji, Hajime Seya, and Hideyuki Kita (2017) Relationship between the level of transport services and activity opportunities—Measurement of activity opportunities based on behavior data— (in Japanese), Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 73 (5), I_879-I_887.

Makoto Chikaraishi, Hajime Seya, Daisuke Fukuda (2018) A review on microeconomics analysis on social interaction and its application to infrastructure planning problems (in Japanese), Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 74 (5), I_715-I_734.

Hajime Seya, Masashi Tomari, and Makoto Chikaraishi (2018) Effects of entries of large-scale retail establishments on sales and exits of existing local retail stores (in Japanese), Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 74 (3), 243-260, web appendix.

Takuma Yamashina, Hajime Seya, and Hideyuki Kita (2020) A game theoretic analysis of merging-yielding behavior at on-ramps considering multiple gaps (in Japanese), Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 75 (6), I_647-I_655.

Shunta Aoki, Hajime Seya, and Hideyuki Kita (2021) On the factors for arriving at public judgments (in Japanese), Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 76 (5), I_241-I_248. 

Anna Ebata, Takahiro Yoshida, Kazuki Tamesue, Hajime Seya, Morito Tsutsumi (2021) Exploratory spatial data analysis of Furusato Nozei: A tax donation program in Japan (in Japanese), Theory and Applications of GIS, 29 (1), 1–10.

Tsuyoshi Hashiguchi, Hajime Seya, Shohei Yasuda, Takamasa Iryo (2022) On the applicability of map matching based on the Hidden Markov model (in Japanese), Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), 77 (5), I_595-I_602.

Kanto Takebayashi, Hajime Seya, and Yoshiyuki Murata (2024) An estimation of the effects of the openings of Shinkansen stations on municipal population using the synthetic control method (in Japanese), Journal of Applied Regional Science, in print.

Kaito Ujiie, Atsushi Koike and Hajime Seya (2024) Developing an outpatient visits forecasting model to support equalization policies for health care services, Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), in print.

Daisuke Kunii, Shu Asano, Hajime Seya, and Hideyuki Kita (2024) A model analysis on social acceptability of a newly proposed "integrated sustainable public transport system", Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), in print.

Shu Asano and Hajime Seya (2024) The impact of the great east japan earthquake on income in coastal areas outside the affected areas, Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management), in print.

Hajime Seya, Morito Tsutsumi, Yasushi Yoshida and Yuichiro Kawaguchi (2011) Empirical comparison of the various spatial prediction models: in spatial econometrics, spatial statistics, and semiparametric statistics, Procedia-Social and Behavioral Sciences, 120–129. 

Yoshiki Yamagata and Hajime Seya (2012) Simulating future smart city: An integrated land use-transportation-energy model, Proceedings of the Fourth International Conference on Applied Energy, July 5–8, 2012, Suzhou, China.

Kumiko Nakamichi, Hajime Seya and Yoshiki Yamagata (2012) Geographically explicit direct/indirect CO2 emission scenarios for a compact city in 2050, Proceedings of the 10th Symposium of the International Urban Planning and Environment Association (UPE10 Next City), July 24–27, Sydney, Australia.

Yoshiki Yamagata and Hajime Seya (2012) Integrated modelling for a future smart city:Toward efficient CO2 management of EV transport using PV systems, Proceedings of the 19th ITS  World Congress, October 22–26, 2012, Vienna, Austria.

Hideyuki Mizuta, Yoshiki Yamagata and Hajime Seya (2012) Large-scale traffic simulation for low-carbon city, Proceedings of the Winter Simulation Conference 2012, December 9–12,  Berlin, Germany.

Yoshiki Yamagata and Hajime Seya (2013) Community-based resilient electricity sharing: Optimal spatial clustering, Proceedings of the 1st Workshop on Systems Resilience, June 24, Budapest, Hungary.

Hajime Seya and Yoshiki Yamagata (2013) Regional electricity planning support system- Electricity demand modeling with assimilation of smart electricity meter data -, Proceedings of the 13th edition of the International Conference on Computers in Urban Planning and Urban Management (CUPUM2013), July 2–5, Utrecht, Netherlands.

Kumiko Nakamichi, Yoshiki Yamagata and Hajime Seya (2013) Integrated CO2 emissions evaluation system for climate change mitigation and flood risk adaptation scenarios, Proceedings of the 13th edition of the International Conference on Computers in Urban Planning and Urban Management (CUPUM2013), July 2–5, Utrecht, Netherlands.

Yoshiki Yamagata, Daisuke Murakami, Hajime Seya and Morito Tsutsumi (2013) A multilevel model based hedonic analysis of 3D visibility: An empirical case study of Yokohama Baycity, Proceedings of the 13th edition of the International Conference on Computers in Urban Planning and Urban Management (CUPUM2013), July 2–5, Utrecht, Netherlands.

Hajime Seya, Yoshiki Yamagata, and Kumiko Nakamichi (2014) Spatially explicit land use and energy scenario of Tokyo using household level micro-data, Proceedings of the 2014 International Conference and Utility Exhibition on “Green Energy for Sustainable Development”, March 19–21, Pattaya City, Thailand.

Yoshiki Yamagata, Hajime Seya, and Sho Kuroda (2014) Smart community clustering for sharing local green energy, Proceedings of the 2014 International Conference and Utility  Exhibition on “Green Energy for Sustainable Development”, March 19–21, Pattaya City, Thailand.

Daisuke Murakami, Hajime Seya, Yoshiki Yamagata, and Morito Tsutsumi (2014) Creating municipality level floor space stock data in Japan by spatial statistics-based areal interpolation method, Proceedings of the 2014 International Conference and Utility Exhibition on “Green Energy for Sustainable Development”, March 19–21, Pattaya City, Thailand.

Ying Jiang, Junyi Zhang, Makoto Chikaraishi, Hajime Seya, and Akimasa Fujiwara (2017) Effects of a GPS-enabled smart phone App with functions of driving safety diagnosis and warning information provision on over-speeding violation behavior on expressways, Transportation Research Procedia, 25, 1815-1823.

Takahiro Yoshida, Daisuke Murakami, Hajime Seya, Narumasa Tsutsumida, Tomoki Nakaya (2021) Geographically weighted regression for compositional data: An application to the U.S. household income compositions, Proceedings of the 11th International Conference on Geographic Information Science, paper 55.

Morito Tsutsumi and Hajime Seya (2012) Perspective on applied spatial statistics: Focusing on the application to infrastructure planning, Journal of Infrastructure Planning and Management D3, 68 (5), I_1–I_20.

Koji Dairaku, Yoshiki Yamagata, Junpei Hirano, and Hajime Seya (2015) Impact of water-related disaster risk on real estate in the Tokyo metropolitan area, The Japanese Journal of Real Estate Sciences, 29 (1), 40-45.