Akiyama Yuki 秋山祐樹

Researcher Number	60600054
Other IDs
Affiliation (Current)	2025: 東京都市大学, 建築都市デザイン学部, 教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 東京都市大学, 建築都市デザイン学部, 教授 2020 – 2024: 東京都市大学, 建築都市デザイン学部, 准教授 2015 – 2019: 東京大学, 空間情報科学研究センター, 助教
Review Section/Research Field	Principal Investigator Basic Section 07030:Economic statistics-related / Sections That Are Subject to Joint Review: Basic Section07030:Economic statistics-related , Basic Section07060:Money and finance-related / Basic Section 07060:Money and finance-related / Medium-sized Section 4:Geography, cultural anthropology, folklore, and related fields / Geography Except Principal Investigator Sections That Are Subject to Joint Review: Basic Section39060:Conservation of biological resources-related , Basic Section39070:Landscape science-related / Basic Section 39060:Conservation of biological resources-related / Basic Section 39070:Landscape science-related / Basic Section 61040:Soft computing-related / Medium-sized Section 7:Economics, business administration, and related fields / Basic Section 64050:Sound material-cycle social systems-related / Basic Section 58080:Gerontological nursing and community health nursing-related / Social systems engineering/Safety system
Keywords	Principal Investigator 人口統計 / 衛星画像 / 深層学習 / 開発途上国 / マイクロジオデータ / 所得水準 / 人流 / ジオデモグラフィックス / 携帯電話 / ビッグデータ … More / 現地調査 / 建物用途 / AI / 属性推定 / 地理空間情報 / 移動体データ / モバイルデータ / 時系列 / 所得 / 経済分析 / 新型コロナウイルス / ライフスタイル / ジオデモグラフィクス / 按分 / 人間活動統計 / 統計 / 行動履歴 / 人の動き / 空間情報 / 人口地理学 / ジオデモグラフィックスデータ / 人の流れ / クラスタリング / 時空間分析 / GPS … More Except Principal Investigator 自然再生 / 流域 / マルチスケール / 気候変動適応 / ネイチャーポジティブ / コミュニティ抽出 / コミュニティ検出 / ポテンシャル / ネットワーク分析 / 人流 / 不動産価格指数 / 国際資金循環 / 不動産ビックデータ / 都市集積 / 空間計量経済分析 / ヘドニックアプローチ / 国際パネルデータ分析 / 空き家・所有者不明土地 / 人口減少・高齢化 / 空間計量 / 土地利用規制 / 不動産価格 / 空き家 / 環境配慮型社会 / 高齢化 / 人口減少 / 国際資本移動 / 少子・高齢化 / 都市解析 / 生産性 / 空間統計 / 価格指数 / 持続可能性 / 国際資金フロー / 少子高齢化 / 不動産バブル / 物質ストック / 建築物 / 衛星観測データ / 建築物面積 / 合成開口レーダ / 建築物ストック / 建物面積 / SAR / 夜間光 / 建物分布 / 空間情報 / ケア / 減災 / オープンガバナンス / オープンデータ / 災害看護 / 減災ケア / 災害安全度 / 立地適正化計画 / Quality of Life / QOL / 生活の質 / マイクロジオデータ / 災害安全性 / 居住誘導区域 / 立地適正化 / 社会システム Less

Realizing Micro Population Data at the Building Scale in Developing Countries Using Satellite Image and AIPrincipal Investigator
- Principal Investigator
  
  秋山祐樹
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 07030:Economic statistics-related
  Basic Section 07060:Money and finance-related
  Sections That Are Subject to Joint Review: Basic Section07030:Economic statistics-related , Basic Section07060:Money and finance-related
- Research Institution
  Tokyo City University
気候変動適応とネイチャーポジティブを両立させるためのマルチスケール空間計画手法
- Principal Investigator
  
  一ノ瀬友博
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 39070:Landscape science-related
  Basic Section 39060:Conservation of biological resources-related
  Sections That Are Subject to Joint Review: Basic Section39060:Conservation of biological resources-related , Basic Section39070:Landscape science-related
- Research Institution
  Keio University
Development of the analytical framework of human mobility networks
- Principal Investigator
  
  Fujiwara Naoya
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Tohoku University
Real Estate Market and Macro Economy
- Principal Investigator
  
  清水千弘
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 7:Economics, business administration, and related fields
- Research Institution
  Hitotsubashi University
  Nihon University
Realization of the Micro Population Census by Deep Learning Using Satellite Images in Developing CountriesPrincipal Investigator
- Principal Investigator
  
  AKIYAMA Yuki
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 07030:Economic statistics-related
- Research Institution
  Tokyo City University
Estimation of Building Stock Using Satellite Observation Data
- Principal Investigator
  
  SUGIMOTO Kenji
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 64050:Sound material-cycle social systems-related
- Research Institution
  Osaka Metropolitan University
  Osaka Institute of Technology
Study for Development of Dynamic Geodemographic Using Geospatial Information and Big DataPrincipal Investigator
- Principal Investigator
  
  AKIYAMA Yuki
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 4:Geography, cultural anthropology, folklore, and related fields
- Research Institution
  Tokyo City University
  The University of Tokyo
Visualization of care for disaster risk reduction and development of holistic optimization tools on the community
- Principal Investigator
  
  Kanbara Sakiko
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 58080:Gerontological nursing and community health nursing-related
- Research Institution
  Kobe City College of Nursing
  University of Kochi
Development of location optimization model for balancing residential shrinkage and improvement of safety for natural disaster using big data
- Principal Investigator
  
  TSUKAHARA Kenichi
- Project Period (FY)
  2017 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  Kyushu University
Development of dynamic human activity analysis by estimation of people attributes on person flow big data collected by mobile phone GPS dataPrincipal Investigator
- Principal Investigator
  
  Akiyama Yuki
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Geography
- Research Institution
  The University of Tokyo

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015

All Journal Article Presentation

[Journal Article] 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-2024
- Author(s)
  秋山祐樹, 冨田健人, 水谷昂太郎, 馬塲弘樹
- Journal Title
  
  GIS-理論と応用
  
  Volume: 32(2)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H00082
[Journal Article] Examining Model Generality of Instance Segmentation for Building Mapping in Satellite Images - Case Study for Tokyo and Bangkok2023
- Author(s)
  Yamanotera Ryota、Akiyama Yuki、Miyazaki Hiroyuki
- Journal Title
  
  IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium
  
  Volume: 2023 Pages: 5724-5727
- DOI
  10.1109/igarss52108.2023.10282156
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H01483
[Journal Article] モバイルビッグデータを活用した日本全国におけるCOVID-19による地域経済への影響把握の試み2023
- Author(s)
  秋山祐樹
- Journal Title
  
  日本オペレーションズ・リサーチ学会論文誌
  
  Volume: 68(9) Pages: 469-477
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H00082
[Journal Article] 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～2022
- Author(s)
  秋山祐樹
- Journal Title
  
  都市計画
  
  Volume: 71(3) Pages: 84-87
- Data Source
  KAKENHI-PROJECT-20H01483
[Journal Article] DEVELOPMENT OF DETAILED BUILDING DISTRIBUTION MAP TO SUPPORT SMART CITY PROMOTION -AN APPROACH USING SATELLITE IMAGE AND DEEP LEARNING?2022
- Author(s)
  Okada K.、Nishiyama N.、Akiyama Y.、Miyazaki H.、Miyazawa S.
- Journal Title
  
  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
  
  Volume: X-4/W3-2022 Pages: 189-196
- DOI
  10.5194/isprs-annals-x-4-w3-2022-189-2022
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H00082, KAKENHI-PROJECT-20H01483
[Journal Article] Accuracy of vacant housing detection models: an empirical evaluation using municipal and national census datasets2022
- Author(s)
  Sayuda, K., Hong, E., Akiyama, Y., Baba, H., Tokudomi, T., Akatani, T.
- Journal Title
  
  Transactions in GIS
  
  Volume: forthcoming Issue: 7 Pages: 3003-3027
- DOI
  10.1111/tgis.12992
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-20H00082, KAKENHI-PROJECT-21H04376, KAKENHI-PROJECT-20H01483
[Journal Article] Development of Estimation Method for Building Structure Using Open Data and Statistics2022
- Author(s)
  Takeda, N., Furuya, T. and Akiyama, Y.
- Journal Title
  
  IGARSS 2022 Proceedings
  
  Volume: 2022 Pages: 2438-2441
- DOI
  10.1109/igarss46834.2022.9883801
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K21660, KAKENHI-PROJECT-20H01483
[Journal Article] 地理空間ビッグデータを活用した新型コロナウイルス感染症による地域経済への影響の時系列分析2022
- Author(s)
  秋山祐樹
- Journal Title
  
  経済地理学年報
  
  Volume: 68(4) Pages: 247-269
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21660
[Journal Article] 機械学習による空き家分布把握手法の更なる高度化2021
- Author(s)
  秋山祐樹, 馬場弘樹, 大野佳哉, 髙岡英生
- Journal Title
  
  日本建築学会計画系論文集
  
  Volume: 86 Pages: 2136-2146
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H00082
[Journal Article] 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2021
- Author(s)
  馬場弘樹, 秋山祐樹, 谷内田修
- Journal Title
  
  土木学会論文集D3(土木計画学)
  
  Volume: 77 Pages: 62-71
- NAID
  130008040583
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H00082
[Journal Article] Seasonal variations of park visitor volume and park service area in Tokyo: A mixed-method approach combining big data and field observations2021
- Author(s)
  Guan ChengHe、Song Jihoon、Keith Michael、Zhang Bo、Akiyama Yuki、Da Liangjun、Shibasaki Ryosuke、Sato Taisei
- Journal Title
  
  Urban Forestry & Urban Greening
  
  Volume: 58 Pages: 126973-126973
- DOI
  10.1016/j.ufug.2020.126973
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K21660
[Journal Article] 住宅土地統計のダウンスケーリングによる地域メッシュ単位の世帯所得データの開発2021
- Author(s)
  山中惇矢・古谷貴史・秋山祐樹
- Journal Title
  
  第30回地理情報システム学会講演論文集
  
  Volume: A30-5-2
- Data Source
  KAKENHI-PROJECT-19K21660
[Journal Article] Damage Assessment of Floods for Broad Urban Areas Based on Insurance Payment Information Using Geo Big Data2021
- Author(s)
  Furuya, T. and Akiyama, Y.
- Journal Title
  
  CUPUM2021 Conference Proceedings
  
  Volume: 15-1
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K21660
[Journal Article] 地域の経済力を考慮した大規模災害時における住宅単位のミクロな経済的被害評価手法の開発2021
- Author(s)
  古谷貴史・秋山祐樹・武田直弥
- Journal Title
  
  第30回地理情報システム学会講演論文集
  
  Volume: B31-1-2
- Data Source
  KAKENHI-PROJECT-19K21660
[Journal Article] 住宅土地統計のダウンスケーリングによる地域メッシュ単位の世帯所得データの開発2021
- Author(s)
  山中惇矢・古谷貴史・秋山祐樹
- Journal Title
  
  CSIS DAYS 2021 研究アブストラクト集
  
  Volume: C12
- Data Source
  KAKENHI-PROJECT-19K21660
[Journal Article] 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2020
- Author(s)
  秋山祐樹
- Journal Title
  
  土地総合研究
  
  Volume: 28 Pages: 35-49
- Data Source
  KAKENHI-PROJECT-20H00082
[Journal Article] Delineating urban park catchment areas using mobile phone data: A case study of Tokyo2020
- Author(s)
  Guan, C.H., Song, J., Keith, M., Akiyama, Y., Shibasaki, R., and Sato, T.
- Journal Title
  
  Computers, Environment and Urban Systems
  
  Volume: 81 Pages: 101474-101474
- DOI
  10.1016/j.compenvurbsys.2020.101474
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K21660
[Journal Article] 日本国内における近年の空き家研究の動向2020
- Author(s)
  益田理広, 秋山祐樹
- Journal Title
  
  地理空間
  
  Volume: 13 Pages: 1-26
- NAID
  130007992861
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H00082
[Journal Article] 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2020
- Author(s)
  秋山祐樹, 小川芳樹, 秦桜蘭
- Journal Title
  
  住総研研究論文集・実践研究報告集
  
  Volume: 46 Pages: 1-12
- NAID
  130007851301
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H00082
[Journal Article] LEARNING GEOGRAPHICAL DISTRIBUTION OF VACANT HOUSES USING CLOSED MUNICIPAL DATA: A CASE STUDY OF WAKAYAMA CITY, JAPAN2020
- Author(s)
  Baba H., Akiyama Y., Tokudomi T., Takahashi Y.
- Journal Title
  
  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
  
  Volume: VI-4/W2-2020 Pages: 1-8
- DOI
  10.5194/isprs-annals-vi-4-w2-2020-1-2020
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K14898, KAKENHI-PROJECT-20H00082
[Journal Article] Elucidation of rent formation mechanism using micro geodata2020
- Author(s)
  秋山祐樹、小川芳樹、秦桜蘭
- Journal Title
  
  JOURNAL OF THE HOUSING RESEARCH FOUNDATION "JUSOKEN"
  
  Volume: 46 Issue: 0 Pages: 1-12
- DOI
  10.20803/jusokenronbunjisen.46.0_1
- NAID
  130007851301
- ISSN
  2433-801X, 2433-8028
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12997, KAKENHI-PROJECT-19K21660
[Journal Article] Spatial Distribution and Relocation Potential of Isolated Dwellings in Japan Using Developed Micro Geodata2019
- Author(s)
  Akiyama, M, C. and Akiyama, Y.
- Journal Title
  
  Asia-Pacific Journal of Regional Science
  
  Volume: 3(5) Pages: 1-17
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H02040
[Journal Article] Development of Building Micro Geodata for Earthquake Damage Estimation2019
- Author(s)
  Akiyama, Y. and Ogawa, Y.
- Journal Title
  
  IGARSS 2019 Proceedings
  
  Volume: 1 Pages: 5528-5531
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H02040
[Journal Article] A Study for the Mechanism of House Rent Formation Using Micro Geodata—Unexpected Relationship Between Living Environment and Market Value of Housing—2019
- Author(s)
  秋山祐樹
- Journal Title
  
  ENVIRONMENTAL SCIENCE
  
  Volume: 32 Issue: 2 Pages: 53-64
- DOI
  10.11353/sesj.32.53
- NAID
  130007628785
- ISSN
  0915-0048, 1884-5029
- Year and Date
  2019-03-31
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K21660
[Journal Article] Study on the relationship between house rent and people congestion by time in Tokyo based on mobile phone GPS data2019
- Author(s)
  Qin Yinglan、Akiyama Yuki、Ogawa Yoshiki、Shibasaki Ryosuke、Sato Taisei
- Journal Title
  
  2019 IEEE International Conference on Big Data
  
  Volume: 2019 Pages: 5313-5320
- DOI
  10.1109/bigdata47090.2019.9005984
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K21660
[Journal Article] 公共データを活用した空き家の分布把握手法の高度化－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2）2019
- Author(s)
  秋山祐樹・上田章紘・大内健太・伊藤夏樹・大野佳哉・髙岡英生・久冨宏大
- Journal Title
  
  日本建築学会計画系論文集
  
  Volume: 764 Pages: 2165-2174
- NAID
  130007738020
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H02040
[Journal Article] A study on understanding of the impact of residential induction measures on renovation and renewal of existing sewage infrastructure assets and on management directed at ensuring the sustainability of sewage treatment2019
- Author(s)
  MIYAHARA Shin、NAKAMURA Noriaki、TSUKAHARA Kenichi、AKIYAMA Yuki
- Journal Title
  
  Journal of Japan Society of Civil Engineers, Ser. F4 (Construction and Management)
  
  Volume: 75 Issue: 2 Pages: I_120-I_131
- DOI
  10.2208/jscejcm.75.2_I_120
- NAID
  130007803264
- ISSN
  2185-6605
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H02040
[Journal Article] A detailed method to estimate inter-regional capital flows using inter-firm transaction and person flow big data2019
- Author(s)
  Akiyama Yuki、Yamamoto Yohei、Shibasaki Ryosuke、Kaneda Hodaka
- Journal Title
  
  Asia-Pacific Journal of Regional Science
  
  Volume: 4 Issue: 1 Pages: 219-239
- DOI
  10.1007/s41685-019-00130-x
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K21660
[Journal Article] Estimation of Human Damage from the Nankai Trough Earthquake Tsunami Based on Various Scenarios Using Geo Big Data: Case Study in Kochi City2018
- Author(s)
  小川芳樹，秋山祐樹，金杉洋，柴崎亮介
- Journal Title
  
  E-journal GEO
  
  Volume: 13 Issue: 1 Pages: 140-155
- DOI
  10.4157/ejgeo.13.140
- NAID
  130006701631
- ISSN
  1880-8107
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12997, KAKENHI-PROJECT-15K12453
[Journal Article] 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－2018
- Author(s)
  秋山祐樹，小川芳樹
- Journal Title
  
  住総研研究論文集・実践研究報告集
  
  Volume: 44 Pages: 1-12
- NAID
  130007474622
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H02040
[Journal Article] Monitoring of the Spatial Distribution of Commercial Accumulations throughout Japan Using Micro Geodata2018
- Author(s)
  秋山祐樹
- Journal Title
  
  E-journal GEO
  
  Volume: 13 Issue: 1 Pages: 109-126
- DOI
  10.4157/ejgeo.13.109
- NAID
  130006701629
- ISSN
  1880-8107
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K12453
[Journal Article] 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－2017
- Author(s)
  秋山祐樹
- Journal Title
  
  不動産研究
  
  Volume: 59(1) Pages: 18-28
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K12453
[Journal Article] Estimation of Inter-regional Money Flow Process Using Inter-firm Transaction Big Data and People Flow Big Data2017
- Author(s)
  Yamamoto, Y., Akiyama, Y. and Shibasaki, R.
- Journal Title
  
  CUPUM2017 Conference Proceedings
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K12453
[Journal Article] 事業所情報を含む大規模企業間取引データと大規模人流データを用いた地域間資本流動の推定2017
- Author(s)
  山本洋平・秋山祐樹・篠原豪太・柴崎亮介
- Journal Title
  
  第26回地理情報システム学会講演論文集
  
  Volume: -
- Data Source
  KAKENHI-PROJECT-15K12453
[Journal Article] 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 Sciences2016
- Author(s)
  Akiyama, Y., Ueyama, S., Shibasaki, R. and Adachi, R.
- Journal Title
  
  ISPRS Annals
  
  Volume: III-2 Pages: 77-84
- DOI
  10.5194/isprs-annals-iii-2-77-2016
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K12453
[Journal Article] Event Detection Using Mobile Phone Mass GPS Data and Their Reliavility Verification by DMSP/OLS Night Light Image2016
- Author(s)
  Y, Akiyama, S. Ueyama, R. Shibasaki, R. Adachi
- Journal Title
  
  ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
  
  Volume: 未定
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K12453
[Presentation] 空間情報 × AI が拓く新しい空間情報科学分野の研究への挑戦2024
- Author(s)
  秋山祐樹
- Organizer
  GISA/GeoAI Seminar 2024’ Spring「GeoAIからみた人流データの表と裏」
- Invited
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 航空写真を活用した開発適地の自動抽出技術の開発2023
- Author(s)
  堀内仁, 山野寺瞭太, 秋山祐樹
- Organizer
  第68回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] Estimation of Income Levels per Building Unit Using Satellite Image and Income Statistics2023
- Author(s)
  Yamanotera, R., Akiyama. Y., Miyazaki, H. and Miyazawa
- Organizer
  ACRS2023 Conference Proceedings, ACRS2023296, 2023.
- Data Source
  KAKENHI-PROJECT-20H00082
[Presentation] 深層学習を用いた衛星画像からの建物抽出モデルの外挿による開発途上国の建物データ整備2023
- Author(s)
  山野寺瞭太, 秋山祐樹, 宮﨑浩之
- Organizer
  土木学会第78回年次学術講演会
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] Exploring Building Height Estimation Methods and Their Applications in Micro-Scale Population Data Analysis2023
- Author(s)
  Maneepong, K. and Akiyama. Y.
- Organizer
  ACRS 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] モバイル人流データを用いた都市地理学研究の可能性2023
- Author(s)
  土屋純・秋山祐樹
- Organizer
  日本地理学会2023年春季学術大会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] Research for DXing Municipal Decision Making Using Urban Spatial Information and AI to Realize a Better Life2023
- Author(s)
  Akiyama, Y.
- Organizer
  ICGIS 2023
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 衛星画像と所得に関する統計情報を用いた建物単位の所得水準の推定2023
- Author(s)
  山野寺瞭太, 秋山祐樹, 宮崎浩之, 宮澤聡
- Organizer
  CSIS DAYS 2023
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 世帯推計データを用いた大規模災害時における経済的被害評価手法の開発2023
- Author(s)
  武田直弥, 秋山祐樹, 古谷貴史
- Organizer
  第32回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 統計データを活用した空き家対策重点地域の推定2023
- Author(s)
  K. Mizutani, Y. Akiyama, and H. Baba
- Organizer
  11/25, 2023, CSIS DAYS 2023, Kashiwa, Japan.
- Data Source
  KAKENHI-PROJECT-20H00082
[Presentation] Estimation of Income Levels per Building Unit Using Satellite Image and Income Statistics2023
- Author(s)
  Yamanotera, R., Akiyama. Y., Miyazaki, H. and Miyazawa, S.
- Organizer
  ACRS 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 建物単位の推計人口を用いた大規模災害時における経済的被害評価手法の開発2023
- Author(s)
  武田直弥, 秋山祐樹, 古谷貴史
- Organizer
  CSIS DAYS 2023
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 衛星画像と所得に関する統計情報を用いた建物単位の所得水準の推定2023
- Author(s)
  山野寺瞭太, 秋山祐樹, 宮﨑浩之
- Organizer
  第32回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] Examining Model Generality of Instance Segmentation for Building Mapping in Satellite Images - Case Study for Tokyo and Bangkok2023
- Author(s)
  Yamanotera, R., Akiyama, Y. and Miyazaki, H.
- Organizer
  IGARSS 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 水害危険地域における住宅への被害評価と防災移転の最適化手法の開発2023
- Author(s)
  齋藤開, 武田直弥, 秋山祐樹
- Organizer
  第68回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 空間情報×AIが拓く新しい都市工学分野の研究への挑戦2023
- Author(s)
  秋山祐樹
- Organizer
  オオバ技術発表会2023
- Invited
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 住宅地図と衛星画像を活用した建物高密度地域における建物データの開発2022
- Author(s)
  山野寺瞭太・岡田佳佑・秋山祐樹・宮崎浩之・宮澤聡・菅澤翔之助・小川芳樹
- Organizer
  CSIS DAYS 2022
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 住宅地図と衛星画像を活用した建物高密度地域における建物データの開発2022
- Author(s)
  山野寺瞭太, 岡田佳佑, 秋山祐樹, 宮崎浩之, 宮澤聡, 菅澤翔之助, 小川芳樹
- Organizer
  CSIS DAYS 2022
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 官民の空間情報を結集した自治体DXへの取組とその課題2022
- Author(s)
  秋山祐樹
- Organizer
  日本写真測量学会関西支部第112回空間情報話題交換会
- Invited
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] オープンデータを活用した建物ごとの構造推定手法の開発2022
- Author(s)
  武田直弥・古谷貴史・秋山祐樹
- Organizer
  第 65 回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 経年建物GISデータによる大阪市における建物動態の分析2022
- Author(s)
  杉本賢二，奥岡桂次郎，秋山祐樹
- Organizer
  CSIS DAYS 2022
- Data Source
  KAKENHI-PROJECT-19K12434
[Presentation] マイクロジオデータ × AI が拓く地理学の社会実装2022
- Author(s)
  秋山祐樹
- Organizer
  G空間EXPO2022 日本地理学会主催シンポジウム「地理学の社会実装」
- Invited
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 豪雨災害における住宅への経済的被害評価2022
- Author(s)
  吉成翔・武田直弥・秋山祐樹・古谷貴史
- Organizer
  CSIS DAYS 2022
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 都市・産業研究における空間情報の可能性2022
- Author(s)
  秋山祐樹
- Organizer
  日本建築学会都市と産業WG 公開研究会#1
- Invited
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 豪雨災害における住宅への経済的被害評価2022
- Author(s)
  吉成翔・武田直弥・秋山祐樹・古谷貴史
- Organizer
  第31回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 事業所系建物の構造推定を行う機械学習モデルの開発2022
- Author(s)
  水田京佑・武田直弥・秋山祐樹・佐藤亮吾・稲村友彦
- Organizer
  第31回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 地理空間ビッグデータを活用したCOVID-19による地域経済への影響分析2022
- Author(s)
  秋山祐樹
- Organizer
  経済地理学会第69回大会地理科学学会2022年度春季学術大会
- Invited
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 経年建物GISデータの構築と建物動態の時空間分析2022
- Author(s)
  杉本賢二，奥岡桂次郎，秋山祐樹
- Organizer
  環境科学会2022年会
- Data Source
  KAKENHI-PROJECT-19K12434
[Presentation] モバイルビッグデータと個人属性データを用いた地域ごとの来訪者による特性把握の提案2022
- Author(s)
  山中惇矢・秋山祐樹・山本俊行
- Organizer
  第31回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 豪雨災害における住宅への経済的被害評価2022
- Author(s)
  吉成翔, 武田直弥, 秋山祐樹, 古谷貴史
- Organizer
  CSIS DAYS 2022
- Data Source
  KAKENHI-PROJECT-20H01483
[Presentation] 既存統計を活用した建物ごとの構造および建築年代の推定手法の開発2022
- Author(s)
  武田直弥・秋山祐樹・佐藤亮吾・稲村友彦
- Organizer
  第31回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 地域の経済力を考慮した大規模災害時における住宅単位のミクロな経済的被害評価手法の開発2021
- Author(s)
  古谷貴史・秋山祐樹・武田直弥
- Organizer
  第30回地理情報システム学会研究発表大会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 住宅土地統計のダウンスケーリングによる地域メッシュ単位の世帯所得データの開発2021
- Author(s)
  山中惇矢・古谷貴史・秋山祐樹
- Organizer
  CSIS DAYS 2021
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] Damage Assessment of Floods for Broad Urban Areas Based on Insurance Payment Information Using Geo Big Data2021
- Author(s)
  Furuya, T. and Akiyama, Y.
- Organizer
  CUPUM2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 住宅土地統計のダウンスケーリングによる地域メッシュ単位の世帯所得データの開発2021
- Author(s)
  山中惇矢・古谷貴史・秋山祐樹
- Organizer
  第30回地理情報システム学会研究発表大会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] ビッグデータ・マイクロジオデータを活用した詳細な都市リスク分析～地震・水害・新型コロナウイルスを対象として～2021
- Author(s)
  秋山祐樹
- Organizer
  奈良スタットイベント
- Invited
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] Regional Innovation with Geo-Bigdata in Japan2021
- Author(s)
  Akiyama, Y.
- Organizer
  Seminar in commemoration of the launch of the National Territory Monitoring Research Center (KRIHS)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] モバイルビッグデータを用いた迅速な被害状況および避難者の分布推定―令和元年台風19号における長野県千曲川周辺を事例として―2020
- Author(s)
  折出康輔・秋山祐樹
- Organizer
  第29回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] ドローンにより収集した熱赤外画像と可視画像を用いた空き家分布推定手法の研究2020
- Author(s)
  秋山祐樹
- Organizer
  地理情報システム学会第29回学術研究発表大会
- Data Source
  KAKENHI-PROJECT-20H00082
[Presentation] ビッグデータ・マイクロジオデータを活用した詳細な都市リスク分析～地震・水害・新型コロナウイルスを対象として～2020
- Author(s)
  秋山祐樹
- Organizer
  奈良スタットイベント
- Invited
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] コロナショックが消費行動に与えた影響：店舗・観光に与えた影響を中心として2020
- Author(s)
  秋山祐樹
- Organizer
  不動産経済分析研究会
- Invited
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] モバイルビッグデータを活用した新型コロナウイルス禍における人の動きの分析2020
- Author(s)
  三嶋瑞季・秋山祐樹
- Organizer
  第29回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] コロナショックが人流・消費行動に与えた影響: モバイル空間統計の応用2020
- Author(s)
  秋山祐樹
- Organizer
  第1回不動産経済・経済測定研究会
- Invited
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] モバイルビッグデータを活用した新型コロナウイルス禍による人の動きへの影響の分析2020
- Author(s)
  三嶋瑞季・秋山祐樹
- Organizer
  CSIS DAYS 2020
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] モバイルビッグデータを活用した新型コロナウイルスの影響把握の取り組み2020
- Author(s)
  秋山祐樹
- Organizer
  第15回マイクロジオデータ研究会（第3回国際マイクロジオデータ研究会）
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 建物の位置情報に基づいた下水道処理区の広域化・共同化に関する可能性の検討2020
- Author(s)
  秋山千亜妃
- Organizer
  第29回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-17H02040
[Presentation] 衛星観測データを用いた建物延床面積推計モデルの構築2020
- Author(s)
  杉本賢二，奥岡桂次郞，秋山祐樹
- Organizer
  環境科学会2020年会
- Data Source
  KAKENHI-PROJECT-19K12434
[Presentation] 南海トラフ巨大地震の津波による建物由来の災害廃棄物発生量の推計 -和歌山県を対象として-2020
- Author(s)
  杉本賢二，奥岡桂次郞，秋山祐樹
- Organizer
  日本環境共生学会第23回(2020年度)学術大会
- Data Source
  KAKENHI-PROJECT-19K12434
[Presentation] 衛星夜間光を用いた停電地域と期間の特定2020
- Author(s)
  杉本賢二，奥岡桂次郞，秋山祐樹
- Organizer
  第29回地理情報システム学会学術発表大会
- Data Source
  KAKENHI-PROJECT-19K12434
[Presentation] Identification of the Homes, Offices, and Schools from Long-Interval Mobile Phone Big Data Using Mobility Pattern Clustering2019
- Author(s)
  Kobayashi, R., Miyazawa, S., Akiyama, Y. and Shibasaki, R.
- Organizer
  22nd AGILE Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 南海トラフ巨大地震の津波による災害廃棄物発生量の推計2019
- Author(s)
  杉本賢二，奥岡桂次郎，秋山祐樹
- Organizer
  CSIS DAYS 2019
- Data Source
  KAKENHI-PROJECT-19K12434
[Presentation] 南海トラフ巨大地震の津波による災害廃棄物量の推計2019
- Author(s)
  杉本賢二，奥岡桂次郎，秋山祐樹
- Organizer
  第28回地理情報システム学会研究発表大会
- Data Source
  KAKENHI-PROJECT-19K12434
[Presentation] 人流ビッグデータを用いた時間帯別の街の賑わいと家賃の関係性に関する研究2019
- Author(s)
  秦桜蘭・秋山祐樹・小川芳樹・柴崎亮介・佐藤大誓
- Organizer
  第28回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 人流ビッグデータを用いたイベント参加前後の人々の滞留分析2019
- Author(s)
  小林稜介・宮澤聡・秋山祐樹・柴崎亮介
- Organizer
  CSIS DAYS 2019
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 居住者の選択を通じた耐震改修促進事業と地震保険の相互依存関係を考慮したリスク減少効果の推計2019
- Author(s)
  濱中貴士・塚原健一・秋山祐樹
- Organizer
  第60回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-17H02040
[Presentation] 時間別街の賑わいと家賃形成との関係に関する研究2019
- Author(s)
  秦桜蘭・秋山祐樹・小川芳樹・柴崎亮介・佐藤大誓
- Organizer
  CSIS DAYS 2019
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 人流ビッグデータを用いたイベント参加前後の行動分析2019
- Author(s)
  小林稜介・宮澤聡・秋山祐樹・柴崎亮介
- Organizer
  第28回地理情報システム学会
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 空間的にばらつきのある災害リスクを考慮した保険料率と立地誘導に関する研究2019
- Author(s)
  有馬潤太・塚原健一・吉田惇・秋山祐樹
- Organizer
  第60回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-17H02040
[Presentation] Study of the relationship between rental house prices and people congestion of urban areas based on mobile phone GPS data2019
- Author(s)
  Qin, Y., Akiyama, Y., Ogawa, Y., Shibasaki, R. and Sakuramachi, R.
- Organizer
  22nd AGILE Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K21660
[Presentation] 区域区分の見直しによる逆線引きが都市のコンパクト化と災害安全性の向上に与える効果についての分析2019
- Author(s)
  飯塚裕紀・塚原健一・秋山祐樹
- Organizer
  第60回土木計画学研究発表会
- Data Source
  KAKENHI-PROJECT-17H02040
[Presentation] マイクロジオデータを活用したミクロな地震被害リスク評価2017
- Author(s)
  秋山祐樹
- Organizer
  筑波大学第162回リスク工学研究会（RERM）
- Invited
- Data Source
  KAKENHI-PROJECT-15K12453
[Presentation] 社会における地理空間情報の利活用ビッグデータ時代における地理学の役割とは？2017
- Author(s)
  秋山祐樹
- Organizer
  筑波大学人文地理学分野人文地理学談話会
- Invited
- Data Source
  KAKENHI-PROJECT-15K12453
[Presentation] 震災ビッグデータの開発と将来展望～様々なマイクロジオデータ解析による大規模地震被害推定の精緻化と応用～2017
- Author(s)
  秋山祐樹・小川芳樹・佐藤大誓
- Organizer
  地理情報システム学会　若手分科会シンポジウム「災害に対してGISが果たせる役割」
- Invited
- Data Source
  KAKENHI-PROJECT-15K12453
[Presentation] ビッグデータの現状と将来2017
- Author(s)
  秋山祐樹
- Organizer
  第84回形の科学シンポジウム「ビッグデータとかたち」
- Invited
- Data Source
  KAKENHI-PROJECT-15K12453
[Presentation] 震災ビッグデータの開発と応用～シナリオ爆発時代における最新の展開～2017
- Author(s)
  秋山祐樹
- Organizer
  統計数理研究所研究集会「公的大規模データの利用におけるプライバシー保護の理論と応用」
- Invited
- Data Source
  KAKENHI-PROJECT-15K12453
[Presentation] Bringing More People to Parks: Open Space Environment and Visitation Patterns in Tokyo2016
- Author(s)
  Song, J., Akiyama, Y., Shibasaki, R. and Adachi, R.
- Organizer
  ACSP 56th Annual Conference
- Place of Presentation
  ポートランド（アメリカ合衆国）
- Year and Date
  2016-11-03
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K12453
[Presentation] Event Detection Using Mobile Phone Mass GPS Data and Their Reliavility Verification by DMSP/OLS Night Light Image2016
- Author(s)
  Y, Akiyama
- Organizer
  ISPRS 2016 - XXIII ISPRS Congress
- Place of Presentation
  Prague, Czech Republic
- Year and Date
  2016-07-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K12453
[Presentation] Transition Analysis of Regional Characteristics Using Building Geo Big Data and National Census Data Throughout Japan2015
- Author(s)
  Y, Akiyama
- Organizer
  CUPUM2015
- Place of Presentation
  Cambridge, USA
- Year and Date
  2015-07-07
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K12453

1. 小川芳樹 (70794296)

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34. KANEDA Hodaka

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35. SONG Jihoon

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Akiyama Yuki 秋山 祐樹

Research Projects

Research Products

Co-Researchers

Realizing Micro Population Data at the Building Scale in Developing Countries Using Satellite Image and AIPrincipal Investigator

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気候変動適応とネイチャーポジティブを両立させるためのマルチスケール空間計画手法

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Development of the analytical framework of human mobility networks

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Real Estate Market and Macro Economy

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Realization of the Micro Population Census by Deep Learning Using Satellite Images in Developing CountriesPrincipal Investigator

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Estimation of Building Stock Using Satellite Observation Data

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Study for Development of Dynamic Geodemographic Using Geospatial Information and Big DataPrincipal Investigator

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Visualization of care for disaster risk reduction and development of holistic optimization tools on the community

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Development of location optimization model for balancing residential shrinkage and improvement of safety for natural disaster using big data

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Development of dynamic human activity analysis by estimation of people attributes on person flow big data collected by mobile phone GPS dataPrincipal Investigator

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[Journal Article] 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-2024

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[Journal Article] Examining Model Generality of Instance Segmentation for Building Mapping in Satellite Images - Case Study for Tokyo and Bangkok2023

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[Journal Article] モバイルビッグデータを活用した日本全国におけるCOVID-19による地域経済への影響把握の試み2023

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[Journal Article] 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～2022

Author(s)

Journal Title

Akiyama Yuki 秋山祐樹

[Journal Article] 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-2024