Fukaya Keiichi 深谷肇一

… Alternative Names

深谷肇一フカヤケイイチ

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Researcher Number	30708798
Other IDs
Affiliation (Current)	2025: 国立研究開発法人国立環境研究所, 生物多様性領域, 主任研究員
Affiliation (based on the past Project Information) *help	2021 – 2025: 国立研究開発法人国立環境研究所, 生物多様性領域, 主任研究員 2020: 国立研究開発法人国立環境研究所, 生物・生態系環境研究センター, 特別研究員 2017: 統計数理研究所, データ科学研究系, 特別研究員(PD) 2015 – 2017: 統計数理研究所, データ科学研究系, 外来研究員(JSPS特別研究員) 2015: 統計数理研究所, データ科学研究系, 日本学術振興会特別研究員
Review Section/Research Field	Principal Investigator 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 / Basic Section 39070:Landscape science-related / Ecology/Environment / Ecology/Environment Except Principal Investigator Ecology/Environment / Basic Section 64040:Social-ecological systems-related / Basic Section 45040:Ecology and environment-related
Keywords	Principal Investigator 群集動態 / サイト占有モデル / 環境DNAメタバーコーディング / 観測誤差 / 空間構造 / 統計モデリング / 岩礁潮間帯 / 遺伝的多様性 / 階層モデル / 推移確率 … More / 空間平滑化 / 多状態動的サイト占有モデル / 魚類群集 / 調査設計 … More Except Principal Investigator 統計モデリング / 長期モニタリング / 宍道湖 / 機械学習 / 環境DNA / 長期変動 / 生態系 / 安定性 / 岩礁潮間帯 / 群集動態 / 生物地理学 / 生物多様性情報学 / 生物多様性 / マクロ生態学 / 生物多様性の緯度勾配 / ガンマ多様性 / 群集生態学 / 生物多様性の標高勾配 / 生物多様性の経度勾配 / アルファ多様性 / ベータ多様性 / 古生態学 / 植物生態学 / 植物多様性 / 個体群統計 / 推移行列モデル / ビッグデータ / 植物 / 生態学 Less

長期環境DNA観測と機械学習モデルを用いた汽水湖生態系の異常検出・予防可能な技術革新
- Principal Investigator
  
  高原輝彦
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 64040:Social-ecological systems-related
- Research Institution
  Shimane University
検出誤差に対して頑健な環境DNAメタバーコーディングの進展Principal Investigator
- Principal Investigator
  
  深谷肇一
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 39060:Conservation of biological resources-related
  Basic Section 39070:Landscape science-related
  Sections That Are Subject to Joint Review: Basic Section39060:Conservation of biological resources-related , Basic Section39070:Landscape science-related
- Research Institution
  National Institute for Environmental Studies
A 25-year empirical study of rocky intertidal habitats to assess ecosystem change and its predictability in the Anthropocene
- Principal Investigator
  
  野田隆史
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 45040:Ecology and environment-related
- Research Institution
  Hokkaido University
Development and validation of the method for species diversity assessment based on environmental DNA analysis accounting for species detection errorsPrincipal Investigator
- Principal Investigator
  
  Fukaya Keiichi
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 39060:Conservation of biological resources-related
- Research Institution
  National Institute for Environmental Studies
野外群集動態を定量する新規な統計的手法の開発とその適用による多様性維持機構の検証Principal Investigator
- Principal Investigator
  
  深谷肇一
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for JSPS Fellows
- Research Field
  
  Ecology/Environment
- Research Institution
  The Institute of Statistical Mathematics
野外群集動態を定量する新規な統計的手法の開発とその適用による多様性維持機構の検証Principal Investigator
- Principal Investigator
  
  深谷肇一
- Project Period (FY)
  2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Ecology/Environment
- Research Institution
  The Institute of Statistical Mathematics
Comparative study of plant populations using big-data in projection matrix models
- Principal Investigator
  
  TAKADA Takenori
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Ecology/Environment
- Research Institution
  Hokkaido University
Plant biodiversity patterns on East Asian islands: hierarchical processes of community assembly in time and space
- Principal Investigator
  
  KUBOTA Yasuhiro
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Ecology/Environment
- Research Institution
  University of the Ryukyus

All 2024 2023 2022 2021 2020 2018 2017 2016 2015

All Journal Article Presentation Book

[Book] サンプリングって何だろう : 統計を使って全体を知る方法2018
- Author(s)
  深谷肇一、稲垣佑典、廣瀬雅代
- Total Pages
  128
- Publisher
  岩波書店
- ISBN
  400029671X
- Data Source
  KAKENHI-PROJECT-15H04418
[Book] サンプリングってなんだろうー統計を使って全体を知る方法2018
- Author(s)
  廣瀬雅代・稲垣佑典・深谷肇一
- Total Pages
  128
- Publisher
  岩波書店
- ISBN
  9784000296717
- Data Source
  KAKENHI-PROJECT-16J07614
[Book] BUGSで学ぶ階層モデリング入門―個体群のベイズ解析―2016
- Author(s)
  Marc Kery, Michael Schaub著　飯島勇人，伊東宏樹，深谷肇一，正木隆訳
- Total Pages
  660
- Publisher
  共立出版
- Data Source
  KAKENHI-PROJECT-15K18617
[Journal Article] マクロ生物調査のための環境DNA分析―種の検出と定量およびその他の応用における可能性と課題―2022
- Author(s)
  深谷肇一
- Journal Title
  
  全国環境研会誌
  
  Volume: 47 Pages: 159-165
- Open Access
- Data Source
  KAKENHI-PROJECT-20K06102
[Journal Article] Multispecies site occupancy modelling and study design for spatially replicated environmental DNA metabarcoding2022
- Author(s)
  K. Fukaya, N. I. Kondo, S. S. Matsuzaki, T. Kadoya
- Journal Title
  
  Methods in Ecology and Evolution
  
  Volume: 13 Issue: 1 Pages: 183-193
- DOI
  10.1111/2041-210x.13732
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K06102, KAKENHI-PROJECT-20H03010
[Journal Article] The influence of time since introduction on the population growth of introduced species and the consequences for management2017
- Author(s)
  Yokomizo Hiroyuki、Takada Takenori、Fukaya Keiichi、Lambrinos John G.
- Journal Title
  
  Population Ecology
  
  Volume: 59 Issue: 2 Pages: 89-97
- DOI
  10.1007/s10144-017-0581-6
- NAID
  40021252170
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H04418
[Journal Article] Seasonal changes in community structure along a vertical gradient: pattern and processes in rocky intertidal sessile assemblages2017
- Author(s)
  Y. Kanamori, K. Fukaya and T. Noda
- Journal Title
  
  Population Ecology
  
  Volume: 59 Issue: 4 Pages: 301-313
- DOI
  10.1007/s10144-017-0596-z
- NAID
  40021399155
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16J07614, KAKENHI-PROJECT-15K07208
[Journal Article] The influence of time since introduction on the population growth of introduced species and the consequences for management.2017
- Author(s)
  Yokomizo H., Takada T., Fukaya K., Lambrinos J.
- Journal Title
  
  Population Ecology
  
  Volume: 印刷中
- NAID
  40021252170
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H04418
[Journal Article] A multistate dynamic site occupancy model for spatially aggregated sessile communities.2017
- Author(s)
  Fukaya, K., Royle, J.A., Okuda, T., Nakaoka, M. and Noda, T.
- Journal Title
  
  Methods in Ecology and Evolution
  
  Volume: 印刷中 Issue: 6 Pages: 757-767
- DOI
  10.1111/2041-210x.12690
- NAID
  120006470973
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K07208, KAKENHI-PROJECT-16J07614
[Journal Article] Time series analysis by state space models and its application in ecology2016
- Author(s)
  深谷肇一
- Journal Title
  
  JAPANESE JOURNAL OF ECOLOGY
  
  Volume: 66 Issue: 2 Pages: 375-389
- DOI
  10.18960/seitai.66.2_375
- NAID
  130005406178
- ISSN
  0021-5007, 2424-127X
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16J07614
[Journal Article] 動的サイト占有モデルー状態の不確実性を考慮したサイト占有動態の統計的推測2016
- Author(s)
  深谷肇一
- Journal Title
  
  統計数理
  
  Volume: 64 Pages: 3-22
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16J07614
[Journal Article] 動的サイト占有モデルー状態の不確実性を考慮したサイト占有動態の統計的推測2016
- Author(s)
  深谷肇一
- Journal Title
  
  統計数理
  
  Volume: 64 Pages: 3-22
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15H04418
[Presentation] 岩礁潮間帯２種系における種間相互作用の環境依存性2024
- Author(s)
  姚遠，深谷肇一，野田隆史
- Organizer
  日本生態学会大会
- Data Source
  KAKENHI-PROJECT-23K27237
[Presentation] Towards even more efficient biodiversity monitoring through eDNA metabarcoding: an approach based on site occupancy modeling2024
- Author(s)
  K. Fukaya, N. I. Kondo, S. S. Matsuzaki, T. Kadoya
- Organizer
  ISM Symposium on Environmental Statistics 2024
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K26933
[Presentation] 環境DNAメタバーコーディングデータの統計解析のためのRパッケージの開発と適用2024
- Author(s)
  深谷肇一, 長谷部勇太
- Organizer
  第71回日本生態学会大会
- Data Source
  KAKENHI-PROJECT-23K26933
[Presentation] Site occupancy modeling for environmental DNA metabarcoding2023
- Author(s)
  K. Fukaya
- Organizer
  Quantitative Ecological Modeling for Biodiversity, Conservation, and Management
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K26933
[Presentation] occumb：多種サイト占有モデルを用いた環境DNAメタバーコーディングデータ解析のためのRパッケージ2023
- Author(s)
  深谷肇一
- Organizer
  第6回環境DNA学会九州大会
- Data Source
  KAKENHI-PROJECT-23K26933
[Presentation] 生物多様性観測：蓄積されたデータの活用と観測手法の発展2023
- Author(s)
  深谷肇一
- Organizer
  GBIFワークショップ21世紀の生物多様性研究（通算第18回）「今、必要とされている生物多様性観測」
- Invited
- Data Source
  KAKENHI-PROJECT-23K26933
[Presentation] 状態空間モデリング：個体群モニタリングにおける方法と話題2023
- Author(s)
  深谷肇一
- Organizer
  第39回個体群生態学会大会
- Invited
- Data Source
  KAKENHI-PROJECT-23K26933
[Presentation] Environmental DNA metabarcoding of benthic invertebrates in riverine environments: a model-based assessment of species detectability for optimized study design2023
- Author(s)
  K. Fukaya, Y. Hasebe
- Organizer
  The eDNA Society International Meeting 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K26933
[Presentation] 環境DNA分析による生態系評価の高度化：統計モデリングによるアプローチ2022
- Author(s)
  深谷肇一
- Organizer
  統計数理研究所共同利用研究集会「生物統計と数理生物：似ているようで異なる生物へのアプローチ」
- Invited
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] 環境DNAメタバーコーディングによる種多様性評価のモデル化：不完全な検出を考慮した統計推測と調査デザイン2022
- Author(s)
  深谷肇一
- Organizer
  統計数理研究所共同利用研究集会「諸科学における統計思考」
- Invited
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] A hierarchical modeling approach for environmental DNA metabarcoding: inference of species detection process, site occupancy, and study design2022
- Author(s)
  K. Fukaya, N. I. Kondo, S. S. Matsuzaki and T. Kadoya.
- Organizer
  International Statistical Ecology Conference (ISEC) 2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] 多種サイト占有モデルを用いた環境DNA分析における調査デザインの最適化2022
- Author(s)
  松本岳大, 深谷肇一, 坂田雅之, 沖津二朗, 稲川崇史, 平岡康介, 一柳英隆, 源利文
- Organizer
  第69回日本生態学会大会
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] 生態学的ビッグデータと統計モデリングによる生物多様性評価の高度化2022
- Author(s)
  深谷肇一
- Organizer
  第69回日本生態学会大会
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] 環境DNAによる生物多様性評価のための階層モデルとベイズ決定分析2021
- Author(s)
  深谷肇一, 今藤夏子, 松崎慎一郎, 角谷拓
- Organizer
  予測モデリングの理論と応用. 科学研究費シンポジウム（基盤研究（A）20H00576）「大規模複雑データの理論と方法論の革新的展開」
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] 階層モデリングをデータ解析と調査設計に活用する2021
- Author(s)
  深谷肇一
- Organizer
  第68回日本生態学会大会
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] 生態学における観測・推測・予測と統計モデリング2021
- Author(s)
  深谷肇一
- Organizer
  第68回日本生態学会大会
- Invited
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] 環境DNAメタバーコーディングにおける種検出誤差を考慮した階層モデリングとその実践2021
- Author(s)
  深谷肇一, 今藤夏子, 松崎慎一郎, 角谷拓
- Organizer
  環境DNA学会第4回大会
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] ダム湖の魚類調査における環境DNAメタバーコーディング分析の実装に向けて2021
- Author(s)
  松本岳大, 深谷肇一, 坂田雅之, 沖津二朗, 稲川崇史, 平岡康介, 一柳英隆, 源利文
- Organizer
  環境DNA学会第4回大会
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] ダム湖において環境DNAメタバーコーディング手法を用いる際の最適採水地点数の検討2021
- Author(s)
  松本岳大, 深谷肇一, 坂田雅之, 稲川崇史, 沖津二朗, 平岡康介, 一柳英隆, 源利文
- Organizer
  第68回日本生態学会大会
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] 生物多様性の理解におけるプレストン不備の解決に向けて2020
- Author(s)
  深谷肇一
- Organizer
  環境DNA学会第3回大会第36回個体群生態学会大会合同大会
- Invited
- Data Source
  KAKENHI-PROJECT-20K06102
[Presentation] Flow matrices describing inter-stage flows of individuals: Application to comparative demographic analysis of introduced and native plant populations.2018
- Author(s)
  H. Yokomizo, T. Takada, K. Fukaya, J. Lambrinos
- Organizer
  5-th Annual meeting of Evolutionary Demography Society
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H04418
[Presentation] 個体の流れと弾性度に着目した在来種と外来種の比較2018
- Author(s)
  横溝裕行,高田壮則, 深谷肇一, John G. Lambrino
- Organizer
  第65回日本生態学会
- Data Source
  KAKENHI-PROJECT-15H04418
[Presentation] Inference of community dynamics using a spatial hierarchical model: accounting for misclassification errors and local interactions2017
- Author(s)
  K. Fukaya
- Organizer
  Mini-Symposium: Future of Statistical Fisheries Science and Ecology
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16J07614
[Presentation] 空間相関と観測誤差を考慮した固着性生物群集のための多状態動的サイト占有モデル2017
- Author(s)
  深谷肇一, J. A. Royle, 奥田武弘, 仲岡雅裕, 野田隆史
- Organizer
  第64回日本生態学会大会
- Place of Presentation
  早稲田大学
- Data Source
  KAKENHI-PROJECT-16J07614
[Presentation] Accounting for misclassification errors in the estimation of transition probabilities: a spatial multistate dynamic site occupancy model2016
- Author(s)
  K. Fukaya, J. A. Royle, T. Okuda, M. Nakaoka, T. Noda
- Organizer
  ANU-UC-ISM Joint Symposium on Environmental Statistics 2016
- Place of Presentation
  キャンベラ大学
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16J07614
[Presentation] 生態学における階層モデル：その概念と利点2016
- Author(s)
  深谷肇一，飯島勇人，伊東宏樹，正木隆
- Organizer
  第63回日本生態学会仙台大会
- Place of Presentation
  仙台国際センター
- Year and Date
  2016-03-21
- Data Source
  KAKENHI-PROJECT-15K18617
[Presentation] A multistate dynamic occupancy model for spatially aggregated sessile communities2016
- Author(s)
  K. Fukaya, J. A. Royle, T. Okuda, M. Nakaoka, T. Noda
- Organizer
  International Conference of Statistical Ecology (ISEC) 2016
- Place of Presentation
  ワシントン大学
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16J07614
[Presentation] Testing the influence of time since introduction on population growth and optimal management.2016
- Author(s)
  Yokomizo H., Takada T., Fukaya K., Lambrinos J.
- Organizer
  4-th Annual meeting of Evolutionary Demography Society.
- Place of Presentation
  Charlottesville(USA)
- Year and Date
  2016-10-04
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H04418
[Presentation] 状態空間モデルによる時系列解析とその生態学への応用2015
- Author(s)
  深谷肇一
- Organizer
  JaLTER公開シンポジウム2015 生物・生態系情報の統合と時系列データの解析～生物や生態系の変化を読み解く～
- Place of Presentation
  国立環境研究所大山記念ホール
- Year and Date
  2015-09-15
- Invited
- Data Source
  KAKENHI-PROJECT-15K18617
[Presentation] 生態学における状態空間モデルの応用2015
- Author(s)
  深谷肇一
- Organizer
  感察工学研究会・パーティクルフィルタ研究会合同合宿研究会
- Place of Presentation
  休暇村讃岐五色台
- Year and Date
  2015-09-05
- Data Source
  KAKENHI-PROJECT-15K18617

1. 今藤夏子 (10414369)

# of Collaborated Projects: 2 results

# of Collaborated Products: 5 results
2. 角谷拓 (40451843)

# of Collaborated Projects: 2 results

# of Collaborated Products: 5 results
3. TAKADA Takenori (80206755)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
4. KUBOTA Yasuhiro (50295234)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 横溝裕行 (30550074)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
6. 大原雅 (90194274)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 金子有子 (90280817)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 楠本聞太郎 (90748104)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 鈴木健大 (00748999)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 松崎慎一郎 (40548773)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
11. 辻冴月 (80867656)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 野田隆史 (90240639)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
13. 岩崎藍子 (00826076)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 和田葉子 (00865420)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. 山田勝雅 (80569195)

# of Collaborated Projects: 1 results

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16. 仲岡雅裕 (90260520)

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17. 高原輝彦 (10536048)

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18. 源利文 (50450656)

# of Collaborated Projects: 1 results

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19. 土居秀幸 (80608505)

# of Collaborated Projects: 1 results

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Fukaya Keiichi 深谷 肇一

深谷 肇一 フカヤ ケイイチ

Research Projects

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Co-Researchers

長期環境DNA観測と機械学習モデルを用いた汽水湖生態系の異常検出・予防可能な技術革新

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検出誤差に対して頑健な環境DNAメタバーコーディングの進展Principal Investigator

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A 25-year empirical study of rocky intertidal habitats to assess ecosystem change and its predictability in the Anthropocene

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Development and validation of the method for species diversity assessment based on environmental DNA analysis accounting for species detection errorsPrincipal Investigator

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野外群集動態を定量する新規な統計的手法の開発とその適用による多様性維持機構の検証Principal Investigator

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野外群集動態を定量する新規な統計的手法の開発とその適用による多様性維持機構の検証Principal Investigator

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Comparative study of plant populations using big-data in projection matrix models

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Plant biodiversity patterns on East Asian islands: hierarchical processes of community assembly in time and space

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[Book] サンプリングって何だろう : 統計を使って全体を知る方法2018

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[Book] サンプリングってなんだ ろうー統計を使って全体を知る方法2018

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[Book] BUGSで学ぶ階層モデリング入門―個体群のベイズ解析―2016

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[Journal Article] マクロ生物調査のための環境DNA分析―種の検出と定量およびその他の応用における可能性と課題―2022

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[Journal Article] Multispecies site occupancy modelling and study design for spatially replicated environmental DNA metabarcoding2022

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[Journal Article] The influence of time since introduction on the population growth of introduced species and the consequences for management2017

Fukaya Keiichi 深谷肇一

深谷肇一フカヤケイイチ

[Book] サンプリングってなんだろうー統計を使って全体を知る方法2018