MGD関連の論文情報
ここでは研究会メンバーが関わった、MGD関連の主な論文を紹介します。
★：審査付ジャーナル論文
☆：審査付講演論文
○：依頼論文
無印：その他（紀要、査読無講演論文等）
で分類しています。
2022年
★馬塲弘樹・秋山祐樹・清水千弘, スマートメータを利用した空き家期間と地域特性との関係分析, GIS-理論と応用-, 86(786), 30(1), 39-50, 2022☆Takeda, N., Furuya, T. and Akiyama, Y., Development of Estimation Method for Building Structure Using Open Data and Statistics, IGARSS 2022 Proceedings, #3937, 2022.
☆Tomita, K., Akiyama, Y., Baba, H. and Yachida, O., Estimating the Spatial Distribution of Vacant Houses with Machine Learning Using Municipal Data, IGARSS 2022 Proceedings, #3960, 2022
○秋山祐樹，空間情報を活用した自治体のプランニング～自治体におけるDXによるEBPM実現に向けた取り組み～, 都市計画, 71(3), 84-87, 2022.
2021年
★秋山祐樹・馬塲弘樹・大野佳哉・髙岡英生, 機械学習による空き家分布把握手法の更なる高度化 自治体の公共データを活用した空き家の分布把握手法に関する研究（その3）, 日本建築学会計画系論文集, 86(786), 2136-2146, 2021. URL★馬場弘樹・秋山祐樹・谷内田修, 自治体保有データを活用した空き家の空間分布の将来予測モデル構築 ―群馬県前橋市を対象として―, 土木学会論文集D3（土木計画学）, 77(2), 62-71, 2021. URL
★Iizuka, K., Ogura, T., Akiyama, Y., Yamauchi, H., Hashimoto, T., and Yamada, Y., Improving the 3D Model Accuracy with a Post-Processing Kinematic (PPK) method for UAS surveys, Geocarto International, DOI: 10.1080/10106049.2021.1882004, 2021. URL
★Guan, CH., Song, J., Keith, M., Zhang, B., Akiyama, Y., Liu, J., Shibasaki, R. and Sato, T., 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, 2021. URL
☆Furuya, T. and Akiyama, Y., Damage Assessment of Floods for Broad Urban Areas Based on Insurance Payment Information Using Geo Big Data, CUPUM2021 Conference Proceedings, #15-1, 2021.
2020年
★Baba, H., Akiyama, Y., Tokudomi, T., and Takahashi, Y., Learning Geographical Distribution of Vacant Houses Using Closed Municipal Data: A Case Study of Wakayama City, Japan, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VI-4/W2-2020, 1–8, 2020. URL★Iizuka, K. and Akiyama, Y., Assessing the Micro-scale Temperature-humidity Index (THI) Estimated from Unmanned Aerial Systems and Satellite Data, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-3-2020, 745–750, , 2020. URL
★益田理広・秋山祐樹，日本国内における近年の空き家研究の動向，地理空間, 13(1), 1-26, 2020. URL(要旨) URL(本文)
★秋山祐樹・小川芳樹・秦桜蘭，マイクロジオデータを用いた日本全国の家賃形成メカニズムの解明，住総研研究論文集・実践研究報告集, 46, 1-12, 2020. URL URL
★Guan, C.H., Song, J., Keith, M., Akiyama, Y., Shibasaki, R., and Sato, T., Delineating urban park catchment areas using mobile phone data: A case study of Tokyo, Computers, Environment and Urban Systems, 81, 101474, 2020. URL
★Fujishima, S., Fujiwara, N., Akiyama, Y., Shibasaki, R., and Sakuramachi, R., The Size Distribution of ‘Cities’ Delineated with a Network Theory‐based Method and Mobile Phone GPS Data, International Journal of Economic Theory, 2020, 1-13, 2020. URL
★Akiyama, Y., Yamamoto, Y., Shibasaki, R. and Kaneda, H., A Detailed Method to Estimate Inter-regional Capital Flows Using Inter-firm Transaction and Person Flow Big Data, Asia-Pacific Journal of Regional Science, 4, 219–239, 2020. URL
○上山智士・秋山祐樹，移動体データ可視化・分析ツール"Mobmap"の紹介, GIS-理論と応用-, 28(2), 141-142, 2021.
○秋山祐樹，自治体データ・民間データを活用した空き家分布推定手法の開発, 土地総合研究, 28(2), 35-49, 2020. URL
2019年
★Akiyama, Y., Ueda, A., Ouchi, K., Ito, N., Ono, Y., Takaoka, H., Hisadomi, K., Estimating the Spatial Distribution of Vacant Houses using Public Municipal Data, Geospatial Technologies for Local and Regional Development, 165-183, 2019. URL★秋山祐樹，マイクロジオデータを用いた日本全国の家賃形成メカニズムの研究—住環境と住宅の市場価値の意外な関係性—，環境科学会誌, 32(2)，53-64，2019. URL
★Ogawa, Y., Akiyama, Y., Yokomatsu, M., Sekimoto, Y. and Shibasaki, R., Estimation of Supply Chain Network Disruption of Companies Across the Country Affected by the Nankai Trough Earthquake Tsunami in Kochi City, J. Disaster Res., 14(3), 508-520, 2019. URL
★Akiyama, M, C. and Akiyama, Y., Spatial Distribution and Relocation Potential of Isolated Dwellings in Japan Using Developed Micro Geodata，Asia-Pacific Journal of Regional Science, 3(5), 1-17, 2019 URL
☆宮原慎・中村憲明・塚原健一・秋山祐樹，居住誘導施策による下水道既存インフラ資産の改築更新に与える影響の把握と汚水処理の持続可能性確保に向けたマネジメントに関する研究，第37回建設マネジメント問題に関する研究発表・討論会講演集，165-176，2019.
☆Akiyama, Y., Miyazaki, H. and Sirikanjanaanan , S., Development of Micro Population Data for Each Building: Case Study in Tokyo and Bangkok, 2019 First International Conference on Smart Technology and Urban Development (STUD), 1-6, 2019. URL
☆Ogawa, Y., Akiyama, Y., Sekimoto, Y. and Shibasaki, R., Earthquake Damage Estimation by Soarse Modeing Using Geospatial Big Data, IGARSS 2019 Proceedings (ISBN 978-1-5386-9154-0),5532-5535, 2019. URL
☆Ogawa, Y., Akiyama, Y., Sekimoto, Y., and Shibasaki, R., Estimation of Transactional Network Data Between Branch Offices using Transactional Big Data Throughout Japan, 2019 IEEE International Conference on Big Data (ISBN 978-1-7281-0858-2/19/), 3916-3924, 2019. URL
☆Qin, Y., Akiyama, Y., Ogawa, Y., Shibasaki, R. and Sato, T., Study on the relationship between house rent and people congestion by time in Tokyo based on mobile phone GPS data, 2019 IEEE International Conference on Big Data (ISBN 978-1-7281-0858-2/19/), 5313-5320, 2019. URL
☆Yang, S., Ogawa, Y., Ikeuchi, K., Akiyama, Y., and Shibasaki, R., Firm-level behavior control after large-scale urban flooding using multi-agent deep reinforcement learning, Proceedings of the 2nd ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, 24-27, 2019.
☆Akiyama, Y. and Ogawa, Y., Development of Building Micro Geodata for Earthquake Damage Estimation, IGARSS 2019 Proceedings (ISBN 978-1-5386-9154-0),5528-5531, 2019.
☆Ogawa, Y., Akiyama, Y. and Shibasaki, R., Development of People Flow Data with Individual Demographics based on Mobile Phone GPS Big Data, Accepted Short Papers and Posters from the 22nd AGILE Conference on Geo-information Science (ISBN 978-90-816960-9-8),#72, 2019. PDF
☆Kobayashi, R., Miyazawa, S., Akiyama, Y. and Shibasaki, R., Identification of the Homes, Offices, and Schools from Long-Interval Mobile Phone Big Data Using Mobility Pattern Clustering, Accepted Short Papers and Posters from the 22nd AGILE Conference on Geo-information Science (ISBN 978-90-816960-9-8),#82, 2019. PDF
☆Qin, Y., Akiyama, Y., Ogawa, Y., Shibasaki, R. and Sakuramachi, R., Study of the relationship between rental house prices and people congestion of urban areas based on mobile phone GPS data, Accepted Short Papers and Posters from the 22nd AGILE Conference on Geo-information Science (ISBN 978-90-816960-9-8),#80, 2019. PDF
2018年
☆Yang, S., Ogawa, Y., Akiyama, Y., Shibasaki, R. and Ikeuchi, K., Estimation of the economic impact of large-scale flooding in the Tokyo metropolitan area，2018 IEEE International Conference on Big Data, 3190-3199, 2018.★Yamagata, Y., Yoshida, T., Murakami, D., Matsui, T. and Akiyama, Y., Seasonal Urban Carbon Emission Estimation Using Spatial Micro Big Data，Sustainability, 10(12), 4472, 2018 URL
★Ogawa, Y., Sato, T., Akiyama, Y., Shibasaki, R. and Sekimoto, Y., Developing a Model for Estimating the Home Return of Evacuees Based on the 2011 Tohoku Earthquake Tsunami -Utilizing Mobile Phone GPS Big Data，Advances and New Trends in Environmental Informatics, 227-240, 2018 URL
★秋山祐樹・マイクロジオデータを用いた日本全国の商業集積地域の分布把握，E-journal GEO, 13(1), 109-126, 2018 URL
★小川芳樹・秋山祐樹・金杉洋・柴崎亮介，ジオビッグデータを用いた多様なシナリオに基づく南海トラフ地震津波の人的被害推定－高知市周辺を対象として－，E-journal GEO, 13(1), 140-155, 2018 URL
★秋山祐樹・小川芳樹，マイクロジオデータを用いた家賃形成メカニズムの研究－住まい手からみた住宅の価値と市場価値の乖離に着目して－，住総研 研究論文集・実践研究報告集, 44, 1-12, 2018 URL
★秋山祐樹・上田章紘・大野佳哉・髙岡英生・木野裕一郎・久冨宏大，鹿児島県鹿児島市における公共データを活用した空き家の分布把握 自治体の公共データを活用した空き家の分布把握手法に関する研究（その１），日本建築学会計画系論文集,744, 275-283, 2018. URL
○秋山祐樹，携帯電話による大規模GPSデータを用いたイベント検出とDMSP/OLS夜間光画像を用いた信頼性検証，月刊「測量」，2018年10月号，16-19, 2018. URL
秋山祐樹・秋山千亜紀，建物マイクロジオデータを用いた全国の孤立住宅の分布把握，日本地理学会発表要旨集, 93, 217, 2018.
2017年
☆Akiyama, Y., Nishimoto, Y. and Shibasaki, R., 2017, "Projecting Future Distributions of Facility Deserts for Smart Regional Planning: A Micro Geodata Approach in Japan", CUPUM2017 Conference Proceedings, #35081.☆Ogawa, Y., Akiyama, Y. and Shibasaki, R., 2017, "Development of Loss and Recovery Model of Corporate Transactions for Earthquake Disaster Based on the Great East Japan Earthquake and Tsunami", CUPUM2017 Conference Proceedings, #35145.
☆Yamamoto, Y., Akiyama, Y. and Shibasaki, R., 2017, "Estimation of Inter-regional Money Flow Process Using Inter-firm Transaction Big Data and People Flow Big Data", CUPUM2017 Conference Proceedings, #35158.
☆Ogawa, Y., Akiyama, Y. and Shibasaki, R., 2017. "Extraction of significant scenarios
for earthquake damage estimation using sparse modeling". ISCRAM2017 proceedings, 150-163.
○秋山祐樹，2017 年，「GISを活用した時空間ビッグデータ分析－マイクロジオデータで見る我が国の現在と将来－」，不動産研究,59(1), 18-28. URL
上田章紘・秋山祐樹・大野佳哉，2017年，「空き家発生・分布メカニズムの解明に関する調査研究（その１）」，国土交通政策研究，136，1-46. URL
2016年
☆Song, J., Akiyama, Y., Shibasaki, R. and Adachi, R., 2016, "Bringing More People to Parks: Open Space Environment and Visitation Patterns in Tokyo", ACSP 56th Annual Conference, 163.★Akiyama, Y., Ueyama, S., Shibasaki, R. and Adachi, R., 2016, “Event Detection Using Mobile Phone Mass GPS Data and Their Reliability Verification by MDSP/OLS Night light Image”, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, III-2, 77-84. URL
☆Ogawa, Y., Akiyama, Y., Kanasugi, H., Shibasaki, R. and Kaneda, H., 2016, “Evaluating the Human Damage of Tsunami at Each Time Frame in Aggregate Units Based on GPS Data”, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B8, 133-138. URL
☆Nishimoto, Y., Akiyama, Y. and Shibaaski, R., 2016, “Future Estimation of Convenience Living Facilities Withdrawal Due to Population Decline All Over Japan From 2010 to 2040 -Focus on Supermarkets, Convenience Stores and Drugstores-”, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLI-B2, 223-226. URL
上田章紘・秋山祐樹・大野佳哉，2016年，「空き家発生・分布メカニズムの解明に関する調査研究（その１）」，PRI review,61, 24-35. URL(PDF)
2015年
★梶本涼輔・加知範康・塚原健一・秋山祐樹，2015年，「災害危険区域における集落内規模の防災移転の財政的実現可能性の検討」，土木学会論文集D3 (土木計画学), 71(5), 367-374.★Kachi, N., Kajimoto, R., Tsukahara, K. and Akiyama, Y., 2015, "Consideration on Disaster Recovery System to Improve Resilience of Frequent-landslide Dangerous Area", Procedia - Social and Behavioral Sciences Volume 218, 181-190.
☆Akiyama, Y. and Shibasaki, R., 2015, “Transition Analysis of Regional Characteristics Using Building Geo Big Data and National Census Data Throughout Japan ~Focusing on Compact City, Re-urbanization and Suburban Sprawl~”, Proceedings of CUPUM 2015, 295, 1-23.
☆Ueyama, S., Akiyama, Y., and Shibasaki, R., 2015, “Integrated Visual Exploration Tool for Fusion of Mass Movement Data and Static Data”, Proceedings of CUPUM 2015, 271, 1-16.
☆Ogawa, Y., Akiyama, Y., Kanasugi, H., Sengoku, H. and Shibasaki, R., 2015, “Evaluating the Damage of Great Earthquakes in Aggregate Units Based on Detailed Population Distribution for Each Time Frame”, Proceedings of CUPUM 2015, 316, 1-18.
☆Akeyama, Y., Akiyama, Y. and Shibasaki, R., 2015, “A New Method of Estimating Locality of Industry Cluster Regions Using Large-scale Business Transaction Data”, Proceedings of CUPUM 2015, 347, 1-13.
☆Sakuramachi R., Fujiwara, N., Fujishima, S., Akiyama, Y. and Shibasaki, R., 2015, “Communities in an Inter-firm Network and Their Geographical Perspectives”, Proceedings of CUPUM 2015, 371, 1-17.
○秋山祐樹，2015年，「マイクロジオデータを用いた都市・地域モニタリング」，人と国土21，41 （1），47-51. URL
鈴木弘ニ・上田章紘・秋山祐樹，2015年，「『標識・サインを活用したプッシュ型情報提供検討協議会』による横須賀市における実証実験について」， PRI review,58, 68-73.
2014年
☆加知範康・新川登志朗・塚原健一・ 秋山祐樹 ，2014年，「東日本大震災における津波避難実態に基づく避難困難者の把握と対策検討～宮崎市津波浸水想定区域を対象として～」，第34回交通工学研究発表会論文集，133-136．○Akiyama, Y., 2014, “Applications of Micro Geo Data for Urban Monitoring”, ICGIS2014 Spatial Big Data Technologies and Applications for Future Society, 103-116.
2013年
★秋山祐樹 ・仙石裕明・柴崎亮介，2013年，「全国の商業集積統計とその利用環境」，GIS－理論と応用，21(2)，pp.11-20. PDF☆Ogawa, Y., Akiyama, Y. and Shibasaki, R., 2013, "The Development of Method to Evaluate the damage of Earthquake Disaster Considering Community-based Emergency Response Throughout Japan", GI4DM2013, TS03-1.
☆Akiyama, Y., Takada, T. and Shibasaki, R., 2013, "Development of Micropopulation Census through Disaggregation of National Population Census", CUPUM2013 conference papers, 110.
☆Ogawa, Y., Akiyama, Y. and Shibasaki, R., 2013, "Evaluation of Catastrophic Earthquake Damage throughout Japan using Estimated Micro Data", CUPUM2013 conference papers, 103.
2012年
★関口達也・貞広幸雄・ 秋山祐樹 ，2012年，「住宅地滲出型商業集積の形成過程とその要因に関する研究－原宿地域・青山地域・代官山地域を事例とした時空間分析－」，都市計画論文集， 47(3)，301-306.☆秋山祐樹 ・金杉洋・関本義秀・柴崎亮介，2012年，「住宅地図データを用いた人々の時刻別空間位置の精細化」，第32回交通工学研究発表会論文集，317- 323.
★Akiyama, Y.,2012, "Analysis of Light Intensity Data by the DMSP/OLS Satellite Image Using Existing Spatial Data for Monitoring Human Activity in Japan", ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, I-2, 25-30. URL(E)
★Akiyama, Y., Shibasaki, R., 2012,"A Method for Identifying Japanese Shop and Company Names by Spatiotemporal Cleaning of Eccentrically Located Frequently Appearing Words", Advances in Artificial Intelligence, Vol2012, Article ID 562604. URL(E)
2011年
★秋山祐樹 ・柴崎亮介，2011年，「位置と名称情報を持つ店舗・事業所データの時空間結合手法の開発－都市地域分析への応用に向けて－」，GIS－理論と応用， Vol19(2), 1-11. PDF★仙石裕明， 秋山祐樹 ・柴崎亮介，2011年，「店舗密度に着目した商店街の空間的範囲の特定手法の開発－カーネル密度推定法によるアプローチ－」，日本都市計画学会都市計画論文集, 46(3)，409-414.
★Sengoku, H., Akiyama, Y., Shibasaki, R., 2011, "Time-Series Monitoring Method of Commercial Accumulations using Digital Yellow Page Data", SocialUrb-2011, PASSAT/SocialCom2011, 1431-1436
☆Akiyama, Y., Sengoku, H.,Hiroyuki, T., Shibasaki, R., 2011, "Development of Commercial Accumulation Polygon Data Throughout Japan Based on the Digital Classified Telephone Directory", CUPUM2011 (Computers in Urban Planning and Urban Management), F-TC-3(1). PDF(E)
