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Yamashita Naoyuki  山下 尚之

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Researcher Number 30537345
Other IDs
Affiliation (Current) 2025: 国立研究開発法人森林研究・整備機構, 森林総合研究所, 主任研究員 等
Affiliation (based on the past Project Information) *help 2018 – 2025: 国立研究開発法人森林研究・整備機構, 森林総合研究所, 主任研究員 等
2017: 国立研究開発法人森林研究・整備機構, 森林総合研究所, 主任研究員等
2016: 国立研究開発法人森林総合研究所, 立地環境研究領域, 主任研究員
2015: 国立研究開発法人 森林総合研究所, 立地環境研究領域, 主任研究員
Review Section/Research Field
Principal Investigator
Basic Section 40010:Forest science-related / Forest science / Environmental and ecological symbiosis
Except Principal Investigator
Basic Section 40010:Forest science-related / Basic Section 41050:Environmental agriculture-related
Keywords
Principal Investigator
機械学習 / 土層厚 / 空間推定 / 山地・丘陵地 / 広域評価 / マッピング / 森林 / 広域マッピング / レゴリス厚 / 最適化サンプリング … More / k平均法 / 打ち切りデータ / 最適サンプリング / デジタルソイルマッピング / 土壌特性値 / 実験計画法 / 森林土壌 / 広域マップ / 山地小流域 / 広域スケール / 空間推定モデル / デジタル土壌マッピング / 土壌深度 / 大気汚染 / リスク評価マップ / 富栄養化 / 土壌酸性化 / 東アジア / 陸域生態系 / 大気沈着 / 窒素飽和 / 臨界負荷量 / 窒素沈着 / 酸性雨 / 越境大気汚染 / 広域リスク評価 … More
Except Principal Investigator
モデリング / 土層厚分布 / 土壌物理特性 / 土層厚 / 洪水調節 / 渇水緩和 / 保水機能 / ブナ林土壌 / 土壌の乾湿 / 近赤外分光反射スペクトル / 火山灰土壌分布 / 不確実性評価 / 火山灰影響評価 / 土壌特性値の深度別推定 / 深層学習 / 火山灰混入 / 近赤外分光スペクトル / 近接センシング / 土壌特性値マップ / 臨界負荷量 / 増水時 / 吸脱着プロセス / 循環・蓄積 / 土壌・植生系 / 硫黄 / 機会学習モデル / 機械学習モデル / 混合モデル / 土壌型 / 同位体比 / 蓄積量・形態 / 一酸化二窒素 / 農耕地 / 土壌微生物 / 土壌水分移動 / 土壌 / 温室効果ガス / DEM / 時空間分布 / 地形データ / 森林土壌 / 二酸化炭素フラックス / メタンフラックス / 高解像度DEM / 広域評価 / 流域 / 高解像度 / 機械学習 / モデル / フラックス / 土壌温室効果ガス Less
  • Research Projects

    (9 results)
  • Research Products

    (39 results)
  • Co-Researchers

    (23 People)
  •  National-scale spatial prediction of thickness of mountainous regolith by integration of soil and geological big-data using semi-supervised learning approachPrincipal Investigator

    • Principal Investigator
      山下 尚之
    • Project Period (FY)
      2025 – 2028
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 40010:Forest science-related
    • Research Institution
      Forest Research and Management Organization
  •  渇水緩和・洪水調節の視点からみたブナ林土壌の保水機能の二面的定量評価

    • Principal Investigator
      大貫 靖浩
    • Project Period (FY)
      2023 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 40010:Forest science-related
    • Research Institution
      Forest Research and Management Organization
  •  詳細な水移動・微生物プロセスと機械学習の統合によるN2O排出予測の高度化

    • Principal Investigator
      朝田 景
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 41050:Environmental agriculture-related
    • Research Institution
      National Agriculture and Food Research Organization
  •  Mobilization of air pollution legacy accumulated in forest ecosystems due to extreme weather

    • Principal Investigator
      佐瀬 裕之
    • Project Period (FY)
      2022 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 40010:Forest science-related
    • Research Institution
      Asia Center for Air Pollution Research
  •  Digital soil maps using deep learning with spectral reflectance

    • Principal Investigator
      今矢 明宏
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 40010:Forest science-related
    • Research Institution
      Forest Research and Management Organization
  •  Soil sampling optimization for complex topography in mountainous, upland and hilly area of JapanPrincipal Investigator

    • Principal Investigator
      Yamashita Naoyuki
    • Project Period (FY)
      2020 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 40010:Forest science-related
    • Research Institution
      Forest Research and Management Organization
  •  Upscaling of soil greenhouse gas fluxes using a high-precision resolution digital 3D map

    • Principal Investigator
      Hashimoto Shoji
    • Project Period (FY)
      2019 – 2021
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 40010:Forest science-related
    • Research Institution
      Forest Research and Management Organization
  •  Regional mapping of soil thickness predicted by machine learning techniquesPrincipal Investigator

    • Principal Investigator
      Yamashita Naoyuki
    • Project Period (FY)
      2017 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Forest science
    • Research Institution
      Forest Research and Management Organization
  •  Regional risk assessment of sulfur and nitrogen deposition for terrestrial ecosystems in East and Southeast AsiaPrincipal Investigator

    • Principal Investigator
      Yamashita Naoyuki
    • Project Period (FY)
      2015 – 2016
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Environmental and ecological symbiosis
    • Research Institution
      Forestry and Forest Products Research Institute

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015

All Journal Article Presentation

  • [Journal Article] 段丘面上に分布するブナ林土壌の保水機能の定量評価-カヌマ沢渓畔林試験地における実証研究-2023

    • Author(s)
      大貫靖浩、野口麻穂子、太田和秀、星崎和彦、延廣竜彦、山下尚之
    • Journal Title

      東北森林学会誌

      Volume: 28(1) Pages: 10-15

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K06155
  • [Journal Article] Vertical changes in sulfur isotopic ratio of water flowing through a forested catchment along the coast of the sea of Japan in central Japan-a buffer against seasonal transboundary air pollution2023

    • Author(s)
      Tatsuyoshi Saito, Makoto Nakata, Naoyuki Yamashita, Yayoi Inomata, Shigeki Uchiyama, Tsuyoshi Ohizumi & Hiroyuki Sase
    • Journal Title

      Journal of Forest Research

      Volume: - Issue: 4 Pages: 2198113-2198113

    • DOI

      10.1080/13416979.2023.2198113

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21KK0185, KAKENHI-PROJECT-18K11616, KAKENHI-PROJECT-23K23666
  • [Journal Article] Assessing critical loads and exceedances for acidification and eutrophication in the forests of East and Southeast Asia: A comparison with EANET monitoring data2022

    • Author(s)
      Naoyuki Yamashita, Hiroyuki Sase, Junichi Kurokawa
    • Journal Title

      Science of the Total Environment

      Volume: 851 Pages: 158054-158054

    • DOI

      10.1016/j.scitotenv.2022.158054

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Journal Article] Introduction of web application on browsing Japanese forest soil map2022

    • Author(s)
      石塚成宏、山下尚之、田中永晴、森貞和仁、木田仁廣
    • Journal Title

      Japanese Journal of Forest Environment

      Volume: 64 Issue: 2 Pages: 77-82

    • DOI

      10.18922/jjfe.64.2_77

    • ISSN
      0388-8673, 2189-6275
    • Year and Date
      2022-12-25
    • Language
      Japanese
    • Data Source
      KAKENHI-PROJECT-23K23665
  • [Journal Article] Relationship between soil movement and changes of forest floor environments after clearing in the northernmost region of Okinawa Island2019

    • Author(s)
      大貫 靖浩、古堅 公、生沢 均、松浦 俊也、山下 尚之、新垣 拓也
    • Journal Title

      Japanese Journal of Forest Environment

      Volume: 61 Issue: 1 Pages: 23-29

    • DOI

      10.18922/jjfe.61.1_23

    • NAID

      130007684588

    • ISSN
      0388-8673, 2189-6275
    • Year and Date
      2019-06-25
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K07865
  • [Journal Article] Mapping the relative risk of surface water acidification based on cumulative acid deposition over the past 25 years in Japan2016

    • Author(s)
      Naoyuki Yamashita, Hiroyuki Sase, Tsuyoshi Ohizumi, Junichi Kurokawa, Toshimasa Ohara, Yu Morino, Masatoshi Kuribayashi, Seiichi Ohta, Shinji Kaneko, Kentaro Hayashi, Haruo Fukuhara, Tomoyuki Hakamata
    • Journal Title

      Journal of Forest Research

      Volume: 21 Issue: 3 Pages: 115-124

    • DOI

      10.1007/s10310-016-0523-8

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15K21686
  • [Presentation] Seasonality of atmospheric deposition and its biogeochemical cycle in forest ecosystems in Asia: possible disturbance by climate change2024

    • Author(s)
      Sase H, Yamashita N, Garivait H, Zhigacheva E, Takahashi M, Matsuda K, Morohashi M, Yotsuyanagi H.
    • Organizer
      IUFRO RG 8.04. Conference, “Role and Fate of Forest Ecosystems in a Changing World”
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Presentation] 越境大気汚染によるイオウ酸化物の飛来が多い森林流域土壌のイオウ蓄積量2024

    • Author(s)
      塩出晏弓, 佐瀨裕之, 山下満, 諸橋将雪, 四柳宏基, 杉山暁史, 谷川東子
    • Organizer
      第135回日本森林学会大会
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Presentation] 変動する大気環境に対する日本海側の森林集水域の応答2024

    • Author(s)
      佐瀨裕之, 齋藤辰善, 四柳宏基, 諸橋将雪, 山下尚之, 藪崎志穂, 陀安一郎, 猪股弥生
    • Organizer
      第135回日本森林学会大会
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Presentation] ブナ林土壌の保水機能の定量的評価ー安比高原・胆沢川上流部・森吉山麓高原における比較研究:第2報2024

    • Author(s)
      大貫靖浩、小野賢二、森下智陽、野口麻穂子、延廣竜彦、山下尚之、星崎和彦、新田響平、和田覚
    • Organizer
      日本地理学会
    • Data Source
      KAKENHI-PROJECT-23K05321
  • [Presentation] 越境大気汚染によるイオウ酸化物の飛来が多い森林流域土壌のイオウ蓄積量2024

    • Author(s)
      塩出晏弓, 佐瀨裕之, 山下満, 諸橋将雪, 四柳宏基, 杉山暁史, 谷川東子
    • Organizer
      第515回生存圏シンポジウム
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Presentation] 地形特徴量による森林土壌中交換性塩基量推定モデルの機械学習を用いた検討2024

    • Author(s)
      今矢明宏、山下尚之、橋本昌司
    • Organizer
      日本森林学会
    • Data Source
      KAKENHI-PROJECT-23K23665
  • [Presentation] Reactions of forested catchments to changing sulfur deposition in different climatic zones in East Asia2023

    • Author(s)
      Sase H, Yamashita N, Zhigacheva E, Garivait H, Saito T, Morohashi M
    • Organizer
      The 10th International Conference on Acid Deposition, ACID RAIN 2020 - The Future Environment and Role of Multiple Air Pollutants -
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Presentation] 機械学習による森林土壌炭素マッピングの不確実性評価2023

    • Author(s)
      山下尚之、石塚成宏、橋本昌司、今矢明宏
    • Organizer
      日本土壌肥料学会
    • Data Source
      KAKENHI-PROJECT-23K23665
  • [Presentation] デジタルソイルマッピングによる全国の森林の高解像度土壌炭素マップの作成2023

    • Author(s)
      山下尚之
    • Organizer
      日本生態学会第70回大会
    • Invited
    • Data Source
      KAKENHI-PROJECT-20K06155
  • [Presentation] 「森林土壌デジタルマップ」の公開と今後の予定について2023

    • Author(s)
      石塚成宏、山下尚之、田中永晴、森貞和仁、木田仁廣、村上亘、大丸裕武
    • Organizer
      日本森林学会
    • Data Source
      KAKENHI-PROJECT-23K23665
  • [Presentation] National-scale mapping of surface soil-thickness in mountainous, upland and hilly area of Japan2023

    • Author(s)
      YAMASHITA Naoyuki、OHNUKI Yasuhiro
    • Organizer
      Soil Mapping for a Sustainable Future: 2nd joint Workshop of the IUSS Working Groups of Digital Soil Mapping and Global Soil Map
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K06155
  • [Presentation] Estimation of sulfur dynamics in a small forest catchment by isotopic ratio analysis in the Sea of Japan coastal area2023

    • Author(s)
      Saito T, Yamashita N, Morohashi M, Inomata Y, Uchiyama S, Nakata M, Ohizumi T, Sase H
    • Organizer
      The 10th International Conference on Acid Deposition, ACID RAIN 2020 - The Future Environment and Role of Multiple Air Pollutants -
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Presentation] 機械学習による森林土壌メタンフラックス予測モデルの構築2023

    • Author(s)
      森大喜、橋本昌司、阪田匡司、山下尚之、森下智陽、石塚成宏
    • Organizer
      第134回日本森林学会大会
    • Data Source
      KAKENHI-PROJECT-19H03008
  • [Presentation] 市町村スケールにおける土層厚確率マップの作成2023

    • Author(s)
      山下尚之、大貫靖浩、渡壁卓磨
    • Organizer
      日本森林学会大会第134回大会
    • Data Source
      KAKENHI-PROJECT-20K06155
  • [Presentation] 中部日本の森林集水域における降雨イベント時の硫黄等の河川流出特性2023

    • Author(s)
      四柳宏基, 諸橋将雪, 藪崎志穂, 山下尚之, 谷川東子, 黒川純一, 佐瀨裕之
    • Organizer
      第13回同位体環境学シンポジウム
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Presentation] Mapping critical loads and exceedances in the Southeast Asian tropics2023

    • Author(s)
      Yamashita N, Sase H, Kurokawa J
    • Organizer
      The 10th International Conference on Acid Deposition, ACID RAIN 2020 - The Future Environment and Role of Multiple Air Pollutants -
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Presentation] 打ち切りデータを含む土壌断面情報を用いた土層厚マッピング2022

    • Author(s)
      山下尚之、大貫靖浩
    • Organizer
      日本森林学会
    • Data Source
      KAKENHI-PROJECT-20K06155
  • [Presentation] Critical load of soil acidification and surface water eutrophication in EANET participating countries2022

    • Author(s)
      Yamashita N, Sase H, Kurokawa J
    • Organizer
      The 13th International Workshop on Atmospheric Modeling Research in East Asia (co-organized by the EANET and the community of MICS-Asia)
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Presentation] 日本海側の森林集水域における季節性越境大気汚染の緩衝プロセス2022

    • Author(s)
      佐瀨裕之,齋藤辰善,中田誠,山下尚之,猪股弥生,大泉毅
    • Organizer
      第63回大気環境学会年会
    • Data Source
      KAKENHI-PROJECT-23K23666
  • [Presentation] 山地小流域における土層厚測定点選択の最適化2021

    • Author(s)
      山下尚之、大貫靖浩
    • Organizer
      第132回日本森林学会大会
    • Data Source
      KAKENHI-PROJECT-20K06155
  • [Presentation] 秩父地域を対象とした、機械学習によるデジタル土壌マッピングの試み2020

    • Author(s)
      嶋崎 明也、山下 尚之、橋本 昌司、益守 眞也、丹下 健
    • Organizer
      日本森林学会第131回大会
    • Data Source
      KAKENHI-PROJECT-17K07865
  • [Presentation] 日本の山地・丘陵地における土層厚マッピングとその不確実性評価2020

    • Author(s)
      山下 尚之、大貫 靖浩
    • Organizer
      日本森林学会第131回大会
    • Data Source
      KAKENHI-PROJECT-17K07865
  • [Presentation] Mapping of soil thickness in mountainous, upland and hilly area of Japan using small-catchment-scale and regional-scale sampling data2019

    • Author(s)
      Naoyuki YAMASHITA, Yasuhiro OHNUKI
    • Organizer
      Pedometrics 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K07865
  • [Presentation] Surface soil-thickness mapping and uncertainty estimation in mountainous, upland and hilly area of Japanese archipelago2019

    • Author(s)
      Naoyuki YAMASHITA, Yasuhiro OHNUKI
    • Organizer
      AGU FALL MEETING 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K07865
  • [Presentation] 機械学習を用いた日本の山地部の広域土層厚マッピング2018

    • Author(s)
      山下尚之、大貫靖浩
    • Organizer
      日本土壌肥料学会神奈川大会
    • Data Source
      KAKENHI-PROJECT-17K07865
  • [Presentation] 日本の山地小流域における土層厚マッピング手法の開発2018

    • Author(s)
      山下尚之、大貫靖浩
    • Organizer
      第129回日本森林学会
    • Data Source
      KAKENHI-PROJECT-17K07865
  • [Presentation] 北関東の低山帯小流域における表層土層厚マッピング -機械学習手法を用いた広域推定の試み-2018

    • Author(s)
      山下尚之、大貫靖浩
    • Organizer
      日本地形学連合大会
    • Data Source
      KAKENHI-PROJECT-17K07865
  • [Presentation] Eutrophication and acidification risks in East and Southeast Asia: a critical loads approach2017

    • Author(s)
      Naoyuki Yamashita, Hiroyuki Sase, Junichi Kurokawa, Yu Morino, Masatoshi Kuribayashi, Toshimasa Ohara
    • Organizer
      IUFRO TOKYO 2017
    • Place of Presentation
      東京農工大学(東京都府中市)
    • Year and Date
      2017-10-22
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K21686
  • [Presentation] 東アジアの陸域生態系を対象とした大気汚染リスク評価の広域マッピング2017

    • Author(s)
      山下尚之, 佐瀬裕之, 黒川純一, 森野悠, 栗林正俊, 大原利眞
    • Organizer
      山地森林域の生物・環境モニタリング第11回ワークショップ
    • Place of Presentation
      銀座ビジネスセンター(東京都中央区)
    • Year and Date
      2017-03-14
    • Data Source
      KAKENHI-PROJECT-15K21686
  • [Presentation] 硫黄・窒素沈着による森林生態系影響の全国評価 -臨界負荷量を用いた推定-2016

    • Author(s)
      山下尚之, 佐瀨裕之, 黒川純一, 森野悠, 栗林正俊, 大原利眞
    • Organizer
      日本森林学会大会
    • Place of Presentation
      日本大学生物資源科学部(神奈川県藤沢市)
    • Year and Date
      2016-03-28
    • Data Source
      KAKENHI-PROJECT-15K21686
  • [Presentation] Identification of the areas susceptible to acid deposition2016

    • Author(s)
      Naoyuki Yamashita, Hiroyuki Sase, Junichi Kurokawa, Yu Morino, Masatoshi Kuribayashi, Toshimasa Ohara
    • Organizer
      The Sixteenth Session of the Scientific Advisory Committee on the Acid Deposition Monitoring Network in East Asia
    • Place of Presentation
      バンコク(タイ王国)
    • Year and Date
      2016-10-24
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K21686
  • [Presentation] 東アジアの陸域生態系における硫黄・窒素の臨界負荷量マップ2016

    • Author(s)
      山下尚之, 佐瀬裕之, 黒川純一, 森野悠, 栗林正俊, 大原利眞
    • Organizer
      第57回大気環境学会年会
    • Place of Presentation
      北海道大学工学部(北海道札幌市)
    • Year and Date
      2016-09-07
    • Data Source
      KAKENHI-PROJECT-15K21686
  • [Presentation] Critical loads exceedance and relative risk maps based on the simulated S and N depositions over the past 25 years in Japan2015

    • Author(s)
      N. YAMASHITA, H. SASE, J. KUROKAWA, Y. MORINO, M. KURIBAYASHI, T. OHARA
    • Organizer
      Acid Rain 2015
    • Place of Presentation
      ロチェスターリバーサイドコンベンションセンター(アメリカ合衆国ニューヨーク州ロチェスター)
    • Year and Date
      2015-10-19
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K21686
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