Yoshida Takahiro 吉田崇紘

Researcher Number	60826767
Other IDs
Affiliation (Current)	2025: 東京大学, 空間情報科学研究センター, 講師
Affiliation (based on the past Project Information) *help	2024 – 2025: 東京大学, 空間情報科学研究センター, 講師 2022 – 2024: 東京大学, 空間情報科学研究センター, 助教 2021 – 2022: 東京大学, 大学院工学系研究科(工学部), 特任助教 2019 – 2022: 国立研究開発法人国立環境研究所, 地球環境研究センター, 特別研究員
Review Section/Research Field	Principal Investigator 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 / Basic Section 07030:Economic statistics-related / Basic Section 04010:Geography-related Except Principal Investigator Basic Section 22050:Civil engineering plan and transportation engineering-related / Basic Section 23030:Architectural planning and city planning-related / Basic Section 22060:Environmental systems for civil engineering-related / Medium-sized Section 7:Economics, business administration, and related fields / Economics, Business Administration, and related fields
Keywords	Principal Investigator 空間計量経済学 / 空間統計学 / 地域特化係数 / 地理的加重回帰 / 空間的異質性 / 空間的相互相関 / 空間的自己相関 / 定数和制約 / 組成データ解析 / 空間フィルタリング … More Except Principal Investigator … More 都市デザイン / ワークショップ / 社会実験 / 暑熱適応 / 気候変動適応策 / 気候変動緩和策 / 参加 / 市街地デザイン / 計画評価システム / 評価システム / 需給バランス調整 / エネルギー地産地消 / 地域新電力 / 再生可能エネルギー / 交流可能性 / 属性分析 / 滞在人口 / 空間的自己相関 / 空間的相互作用 / 空間可変係数モデル / 空間的異質性 / 空間重み行列 / ビッグデータ / 空間統計学 / 空間計量経済学 / 地理空間データ / 社会経済データ / CoDA / 組成データ Less

空間的特性をもつ組成データ解析手法の構築Principal Investigator
- Principal Investigator
  
  吉田崇紘
- Project Period (FY)
  2025 – 2028
- 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
  The University of Tokyo
Extracting spatial heterogeneity latent in inter-regional relations: Advanced representation of spatial interactions and spatial correlation structures
- Principal Investigator
  
  井上亮
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22050:Civil engineering plan and transportation engineering-related
- Research Institution
  Tohoku University
都市狭域における交流促進に資する属性別滞在人口分析モデルの構築
- Principal Investigator
  
  中西航
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22050:Civil engineering plan and transportation engineering-related
- Research Institution
  Kanazawa University
Planning and evaluation method of local production for local consumption type energy project combined with renewable energy purchase system
- Principal Investigator
  
  平野勇二郎
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22060:Environmental systems for civil engineering-related
- Research Institution
  National Institute for Environmental Studies
Development and Implementation of Participatory Urban Design Methodology for Introducing Climate Change Mitigation and Adaptation Measures
- Principal Investigator
  
  村山顕人
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 23030:Architectural planning and city planning-related
- Research Institution
  The University of Tokyo
組成データ解析に基づく定数和制約下の空間回帰モデルの開発Principal Investigator
- Principal Investigator
  
  吉田崇紘
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 04010:Geography-related
- Research Institution
  The University of Tokyo
Challenges and new developments to the most important issues in spatial econometrics
- Principal Investigator
  
  Tsutsumi Morito
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 7:Economics, business administration, and related fields
- Research Institution
  University of Tsukuba
New developments in compositional data analysis
- Principal Investigator
  
  Tsutsumi Morito
- Project Period (FY)
  2017 – 2022
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Research Field
  
  Economics, Business Administration, and related fields
- Research Institution
  University of Tsukuba

All 2024 2023 2022 2021 2020 2019 2018 2017

All Journal Article Presentation

[Journal Article] ゼロカーボンシティひたち実現に向けた各部門CO2排出量内訳推定に関する研究2023
- Author(s)
  吉田友紀子、平野勇二郎
- Journal Title
  
  スマートグリッド
  
  Volume: 10月号 Pages: 25-28
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K26240
[Journal Article] 自然通風利用のための窓開閉と快適性に関するオフィス実態調査　実測と環境シミュレーション（CFD）との比較2023
- Author(s)
  杉村奈南、吉田友紀子、一ノ瀬俊明、平野勇二郎
- Journal Title
  
  日本建築学会第46回情報・システム・利用・技術シンポジウム論文集
  
  Volume: 論文R96 Pages: 1-6
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K26240
[Journal Article] ひたちゼロカーボンシティビジョン実現のためのGX化への試み2023
- Author(s)
  吉田友紀子、平野勇二郎
- Journal Title
  
  日本建築学会関東支部2023年度研究発表会「優秀研究報告集」
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K26240
[Journal Article] 大規模な空間データを用いた住宅賃料の空間予測2023
- Author(s)
  吉田崇紘・村上大輔・瀬谷創
- Journal Title
  
  季刊住宅土地経済
  
  Volume: 130 Pages: 28-35
- Data Source
  KAKENHI-PROJECT-21K13153
[Journal Article] Spatial Prediction of Apartment Rent using Regression-Based and Machine Learning-Based Approaches with a Large Dataset2022
- Author(s)
  Yoshida Takahiro、Murakami Daisuke、Seya Hajime
- Journal Title
  
  The Journal of Real Estate Finance and Economics
  
  Volume: 1 Issue: 1 Pages: 1-28
- DOI
  10.1007/s11146-022-09929-6
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K18309, KAKENHI-PROJECT-20K13261, KAKENHI-PROJECT-21K13153, KAKENHI-PROJECT-18H03628
[Journal Article] Geographically weighted regression for compositional data: An application to the U.S. household income compositions2021
- Author(s)
  Yoshida, Takahiro;Murakami, Daisuke;Seya, Hajime;Tsutsumida, Narumasa;Nakaya, Tomoki
- Journal Title
  
  Proceedings of the 11th International Conference on Geographic Information Science
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K18554
[Journal Article] ふるさと納税の探索的空間データ分析2021
- Author(s)
  江端杏奈, 吉田崇紘, 爲季和樹, 瀬谷創, 堤盛人
- Journal Title
  
  GIS-理論と応用
  
  Volume: 29 (1) Pages: 1-10
- NAID
  40022818058
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K18554
[Journal Article] Geographically weighted regression for compositional data: An application to the U.S. household income compositions2021
- Author(s)
  Yoshida, T., Murakami, D., Seya, H., Tsutsumida, N., Nakaya, T.
- Journal Title
  
  Proceedings of the 11th International Conference on Geographic Information Science
  
  Volume: 55
- Data Source
  KAKENHI-PROJECT-18H03628
[Journal Article] Geographically weighted regression for compositional data: An application to the U.S. household income compositions2021
- Author(s)
  Takahiro Yoshida, Daisuke Murakami, Hajime Seya, Narumasa Tsutsumida, Tomoki Nakaya
- Journal Title
  
  Proceedings of the 11th International Conference on Geographic Information Science
  
  Volume: Short Paper
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K13153
[Journal Article] 組成データのための地理的加重回帰モデル2020
- Author(s)
  吉田崇紘・村上大輔・瀬谷創・堤田成政・中谷友樹・堤盛人
- Journal Title
  
  地理情報システム学会講演論文集（CD-ROM
  
  Volume: 29
- Data Source
  KAKENHI-PROJECT-17K18554
[Journal Article] 組成データのための地理的加重回帰モデル2020
- Author(s)
  吉田崇紘・村上大輔・瀬谷創・堤田成政・中谷友樹・堤盛人
- Journal Title
  
  地理情報システム学会講演論文集（CD-ROM）
  
  Volume: 29
- Data Source
  KAKENHI-PROJECT-18H03628
[Journal Article] Which Country Epitomizes the World? A Study from the Perspective of Demographic Composition2019
- Author(s)
  Yoshida Takahiro、Er-rbib Rim、Tsutsumi Morito
- Journal Title
  
  Sustainability
  
  Volume: 11 Issue: 22 Pages: 6404-6404
- DOI
  10.3390/su11226404
- NAID
  120007165451
- Data Source
  KAKENHI-PROJECT-17K18554
[Journal Article] On the effects of spatial relationships in spatial compositional multivariate models2018
- Author(s)
  Takahiro Yoshida and Morito Tsutsumi
- Journal Title
  
  Letters in Spatial and Resource Sciences
  
  Volume: 11(1) Issue: 1 Pages: 57-70
- DOI
  10.1007/s12076-017-0199-5
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K18554, KAKENHI-PROJECT-16J02219
[Journal Article] 人口構成比の観点からみた将来の日本の縮図：組成データ解析の適用2017
- Author(s)
  吉田崇紘・堤盛人
- Journal Title
  
  GIS－理論と応用
  
  Volume: 25(2) Pages: 23-33
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K18554
[Presentation] 福島県新地町における地産地消型エネルギーマネジメントのシナリオ評価2024
- Author(s)
  平野勇二郎, 五味馨, 小端拓郎, 吉田友紀子
- Organizer
  空気調和・衛生工学会東北支部第13回学術・技術報告会
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 家庭部門におけるCO2排出量の季節変化と気温感応度の解析2024
- Author(s)
  平野勇二郎, 吉田友紀子, 吉田崇紘, 山形与志樹
- Organizer
  第40回エネルギーシステム・経済・環境コンファレンス
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] テレワーク導入によるCO2削減効果のマクロ評価2024
- Author(s)
  平野勇二郎, 金森有子, 玄姫, 水谷傑, 井原智彦, 吉田友紀子
- Organizer
  第40回エネルギーシステム・経済・環境コンファレンス
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 電力モニタリングデータ解析による住宅の電力消費予測モデル2023
- Author(s)
  平野勇二郎, 吉田友紀子, 鳴海大典, 佐藤哲二
- Organizer
  第46回情報・システム・利用・技術シンポジウム
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 地方区分別夫婦と子世帯当たり住宅エネルギー消費量推計と家庭CO2排出実態統計調査の照合に関する研究2023
- Author(s)
  吉田友紀子、平野勇二郎
- Organizer
  エネルギー・資源学会第42回エネルギー・資源学会研究発表会
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] A location quotient with intra-relationships: Compositional data analysis-based approach2023
- Author(s)
  Takahiro Yoshida, Takumi Yoshida, Daisuke Murakami, Hajime Seya
- Organizer
  The 70th Annual North American Meetings of the Regional Science Association International
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K13153
[Presentation] テレワーク導入シナリオによるCO2削減効果の評価2023
- Author(s)
  平野勇二郎, 金森有子, 玄姫, 水谷傑, 井原智彦, 吉田友紀子
- Organizer
  第10回気候変動・省エネルギー行動会議 BECC JAPAN 2023
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 地域エネルギー事業の供給エリア拡大と高度化によるCO2削減効果の算定2023
- Author(s)
  平野勇二郎, 磯崎恭一郎, 安達健一, 藤田壮, 吉岡剛, 吉田友紀子
- Organizer
  第31回地球環境シンポジウム
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 家庭部門CO2排出統計における地方別エネルギー消費構造の解明に関する研究2023
- Author(s)
  吉田友紀子、平野勇二郎、一ノ瀬俊明
- Organizer
  エネルギー・資源学会第40回エネルギーシステム・経済・環境コンファレンス講演論文集
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 局地気象モデルを用いた陸上風力発電のポテンシャル評価手法2023
- Author(s)
  平野勇二郎, 大橋唯太, 吉岡剛, 井原智彦, 吉田友紀子
- Organizer
  日本気象学会2023年度秋季大会
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 大学キャンパスにおけるエネルギー需要推計と地域最適化エネルギーシステム評価に関する研究2023
- Author(s)
  吉田友紀子、一ノ瀬俊明、平野勇二郎
- Organizer
  土木学会環境システム研究論文集
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] デマンドレスポンスを導入した電力需給バランス調整のポテンシャル評価2023
- Author(s)
  平野勇二郎, 佐藤哲二, 吉岡剛, 中久保豊彦, 吉田友紀子, 牧誠也
- Organizer
  第51回環境システム研究論文発表会
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 組成データ解析手法に基づく地域特化係数2023
- Author(s)
  吉田崇紘・村上大輔・瀬谷創
- Organizer
  地理情報システム学会第32回研究発表大会
- Data Source
  KAKENHI-PROJECT-21K13153
[Presentation] Geographically weighted regression for compositional data (GWR-CoDA)2023
- Author(s)
  Takahiro Yoshida, Daisuke Murakami, Hajime Seya, Narumasa Tsutsumida, Tomoki Nakaya
- Organizer
  The 22nd Annual Conference of the International Association for Mathematical Geosciences
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K13153
[Presentation] サーモカメラ搭載ドローンによる建物エネルギー消費推計手法の開発に関する研究2023
- Author(s)
  吉田友紀子、杉村奈南、一ノ瀬俊明、平野勇二郎
- Organizer
  日本建築学会学術講演梗概集
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 風力発電を用いたエネルギー地産地消のポテンシャル評価システム2023
- Author(s)
  平野勇二郎, 大橋唯太, 吉岡剛, 井原智彦, 吉田友紀子
- Organizer
  環境科学会2023年会
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 電力供給実績データに基づく地域エネルギー事業計画・評価のケーススタディ2023
- Author(s)
  平野勇二郎, 吉岡剛, 磯崎恭一郎, 安達健一, 藤田壮, 吉田友紀子
- Organizer
  日本環境共生学会第26回（2023年度）学術大会
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] 地域内の産業構造変化を把握するための新たな指標の提案2023
- Author(s)
  吉田匠見・瀬谷創・吉田崇紘・村上大輔
- Organizer
  第68回土木計画学研究発表会・秋大会
- Data Source
  KAKENHI-PROJECT-21K13153
[Presentation] 居住者の省エネルギーシナリオに基づく家庭部門CO2排出削減の可能性評価2023
- Author(s)
  平野勇二郎, 吉田友紀子, 吉田崇紘, 山形与志樹
- Organizer
  第42回エネルギー・資源学会研究発表会
- Data Source
  KAKENHI-PROJECT-23K26240
[Presentation] Location powered quotient: A compositional data analysis-based approach2022
- Author(s)
  Takahiro Yoshida, Daisuke Murakami, Hajime Seya
- Organizer
  The 5th International Conference on Econometrics and Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K13153
[Presentation] 組成データ解析に基づく地域特化係数の提案2022
- Author(s)
  吉田崇紘・村上大輔・瀬谷創
- Organizer
  地理情報システム学会第31回研究発表大会
- Data Source
  KAKENHI-PROJECT-21K13153
[Presentation] County-level Geographic Characteristics of the U.S. Presidential Election Outcome2021
- Author(s)
  MoritoTsutsumi, Noriyuki Nukaga, Takahiro Yoshida
- Organizer
  XV World Conference of the Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K18554
[Presentation] 定数和制約と誤差相関を考慮した組成データのための地理的加重回帰2021
- Author(s)
  吉田崇紘・村上大輔・瀬谷創・堤田成政・中谷友樹
- Organizer
  地理情報システム学会第30回研究発表大会
- Data Source
  KAKENHI-PROJECT-21K13153
[Presentation] On spatial prediction of apartment rent using machine learning approaches2021
- Author(s)
  Takahiro Yoshida, Hajime Seya
- Organizer
  XV World Conference of the Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K18554
[Presentation] 定数和制約と誤差相関を考慮した組成データのための地理的加重回帰2021
- Author(s)
  吉田崇紘・村上大輔・瀬谷創・堤田成政・中谷友樹
- Organizer
  地理情報システム学会第30回研究発表大会，オンライン
- Data Source
  KAKENHI-PROJECT-17K18554
[Presentation] 機械学習手法を用いた住宅賃料の空間予測2021
- Author(s)
  吉田崇紘・村上大輔・瀬谷創
- Organizer
  土木学会第64回土木計画学研究発表会（秋大会）
- Data Source
  KAKENHI-PROJECT-21K13153
[Presentation] On spatial prediction of apartment rent using machine learning approaches2021
- Author(s)
  Takahiro Yoshida, Hajime Seya
- Organizer
  XV World Conference of the Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K13153
[Presentation] County-level Geographic Characteristics of the U.S. Presidential Election Outcome: 2000-20162021
- Author(s)
  Morito Tsutsumi, Noriyuki Nukaga, Takahiro Yoshida
- Organizer
  XV World Conference of the Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K13153
[Presentation] ふるさと納税の探索的空間データ分析2018
- Author(s)
  江端杏奈・吉田崇紘・爲季和樹・瀬谷創・堤盛人
- Organizer
  第27回地理情報システム学会研究発表大会
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Low rank spatial econometric models2018
- Author(s)
  Murakami, D., Griffith, D.A., Seya, H., Yoshida, T.
- Organizer
  XII World Conference of the Spatial Econometrics Association (SEA)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Spatially varying coefficient modeling for large data: A case study of residential land price in Tokyo2018
- Author(s)
  Murakami, D., Nakaya, T., Tsutsumida, N., Yoshida, T.
- Organizer
  International Conference on Spatial Analysis and Modeling
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03628
[Presentation] Spatial regression model for compositional data in discrete space with spatial auto-correlation and spatial cross-correlation2017
- Author(s)
  Takahiro Yoshida and Morito Tsutsumi
- Organizer
  The 7th International Workshop on Compositional Data Analysis
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K18554
[Presentation] 過去日本の縮図の探索：五歳階級別人口構成比の観点から2017
- Author(s)
  山口真理沙・吉田崇紘・堤盛人
- Organizer
  土木学会第55回土木計画学研究発表会（春大会）
- Data Source
  KAKENHI-PROJECT-17K18554
[Presentation] Compositional multivariate conditionally autoregressive (CMCAR) model with spatial cross-correlation for discrete space2017
- Author(s)
  Takahiro Yoshida and Morito Tsutsumi
- Organizer
  Spatial Statistics 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K18554
[Presentation] The epitome of the future world from the perspective of demographic composition2017
- Author(s)
  Takahiro Yoshida, Rim Er-Rbib, and Morito Tsutsumi
- Organizer
  The 7th International Workshop on Compositional Data Analysis
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K18554

1. 瀬谷創 (20584296)

# of Collaborated Projects: 3 results

# of Collaborated Products: 4 results
2. Tsutsumi Morito (70292886)

# of Collaborated Projects: 2 results

# of Collaborated Products: 16 results
3. 村上大輔 (20738249)

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# of Collaborated Products: 5 results
4. 松田安昌 (10301590)

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5. 菅澤翔之助 (50782380)

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6. 井上亮 (60401303)

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7. 中西航 (70735456)

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8. 杉浦聡志 (30648051)

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9. 中島弘貴 (40912944)

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10. 平野勇二郎 (70436319)

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11. 井原智彦 (30392591)

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12. 吉田友紀子 (40391172)

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# of Collaborated Products: 18 results
13. 鳴海大典 (80314368)

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14. 村山顕人 (60396760)

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15. 真鍋陸太郎 (30302780)

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16. 似内遼一 (90795999)

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17. 山崎潤也 (80899401)

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18. IHARA Tomohiko

# of Collaborated Projects: 0 results

# of Collaborated Products: 4 results

Yoshida Takahiro 吉田 崇紘

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空間的特性をもつ組成データ解析手法の構築Principal Investigator

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Extracting spatial heterogeneity latent in inter-regional relations: Advanced representation of spatial interactions and spatial correlation structures

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都市狭域における交流促進に資する属性別滞在人口分析モデルの構築

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Planning and evaluation method of local production for local consumption type energy project combined with renewable energy purchase system

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Development and Implementation of Participatory Urban Design Methodology for Introducing Climate Change Mitigation and Adaptation Measures

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組成データ解析に基づく定数和制約下の空間回帰モデルの開発Principal Investigator

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Challenges and new developments to the most important issues in spatial econometrics

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New developments in compositional data analysis

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[Journal Article] ゼロカーボンシティひたち実現に向けた各部門CO2排出量内訳推定に関する研究2023

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[Journal Article] 自然通風利用のための窓開閉と快適性に関するオフィス実態調査 実測と環境シミュレーション（CFD）との比較2023

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[Journal Article] ひたちゼロカーボンシティビジョン実現のためのGX化への試み2023

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[Journal Article] 大規模な空間データを用いた住宅賃料の空間予測2023

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[Journal Article] Spatial Prediction of Apartment Rent using Regression-Based and Machine Learning-Based Approaches with a Large Dataset2022

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[Journal Article] Geographically weighted regression for compositional data: An application to the U.S. household income compositions2021

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[Journal Article] ふるさと納税の探索的空間データ分析2021

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Yoshida Takahiro 吉田崇紘

[Journal Article] 自然通風利用のための窓開閉と快適性に関するオフィス実態調査　実測と環境シミュレーション（CFD）との比較2023

[Journal Article] 組成データのための地理的加重回帰モデル2020