Latest Update：2024/04/12 14:29:46

FUKAYA Keiichi

Researcher Name: FUKAYA Keiichi

Div (Section) name/title: Biodiversity Division（Biodiversity Assessment and Projection Section）／Senior Researcher

Research Subject

Fiscal Year: 2023
- 26418 : Research on problem solving using ecosystem functions
- 26454 : Biodiversity Domain: Foresight and Advanced Basic Research
- 26455 : Biodiversity Domain: Policy-Oriented Research
- 26563 : Development of New Approaches to Environmental Economics and Evaluation
- 26629 : Developing an aquatic biomonitoring method for benthic fauna using environmental DNA with multiple primer sets
- 26631 : Assessment of ecosystem changes and their predictability in the Anthropocene: a 25-year empirical study in the rocky intertidal zone
- 26632 : Advancing the environmental DNA metabarcoding robust against detection errors
- 26652 : Data integration and indicator development to assess biodiversity time trends
- 26738 : Big data analysis on wildlife trade and policy evaluation
- 26766 : Forest Volume Modeling Using UAV-Derived Metrics and Permanent Sample Plots Data
Fiscal Year: 2022
- 25982 : Research on problem solving using ecosystem functions
- 26012 : Biodiversity Domain: Foresight and Advanced Basic Research
- 26013 : Biodiversity Domain: Policy-Oriented Research
- 26096 : Development of New Approaches to Environmental Economics and Evaluation
- 26115 : Development and validation of methods for species diversity assessment based on environmental DNA analyses that account for detection errors
- 26328 : Research on methods for estimating biodiversity using satellite imagery
- 26368 : Big data analysis on wildlife trade and policy evaluation
- 26376 : Developing an aquatic biomonitoring method for benthic fauna using environmental DNA with multiple primer sets
Fiscal Year: 2021
- 25515 : Research on problem solving using ecosystem functions
- 25809 : Biodiversity Domain: Foresight and Advanced Basic Research
- 25810 : Biodiversity Domain: Policy-Oriented Research
- 25834 : Development of New Approaches to Environmental Economics and Evaluation
- 25838 : Development and validation of methods for species diversity assessment based on environmental DNA analyses that account for detection errors
- 25924 : TBD

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Research Result (Publication)

all
Original Paper
Review

Original Paper
Bayesian state-space synthetic control method for deforestation baseline estimation for forest carbon credits

Presenter : Takahata K., Suetsugu H., Fukaya K., Shirota S.
Title : , Environmental Data Science, 3:e6 (2024)
Original Paper
UAV-based height measurement and height-diameter model integrating taxonomic effects: exploring vertical structure of aboveground biomass and species diversity in a Malaysian tropical forest

Presenter : Takeuchi Y., Borjigin H., Niiyama K., Sato T., Fukaya K., Okuda T., Hayashi M. , Omar H., Norizan A.M.
Title : , Environmental Research: Ecology, 2(3): (2023)
Review
Biodiversity modeling advances will improve predictions of nature’s contributions to people

Presenter : Kass J. M., Fukaya K., Thuiller W., Mori A.S.
Title : , Trends in Ecology and Evolution (2023)
Original Paper
Monitoring status and trends in genetic diversity for the Convention on Biological Diversity: An ongoing assessment of genetic indicators in nine countries

Presenter : Hoban S., da Silva J.M., Mastretta-Yanes A., Grueber C.E., Heuertz M., Hunter M.E., Mergeay J., Paz-Vinas I., Fukaya K., Ishihama F., Jordan R., Koppa V., Latorre-Cardenas M.C., MacDonald A.J., Rincon-Parra V., Sjogren-Gulve P., Tani N., Thurfjell H., Laikre L.
Title : , Conservation Letters, 16(3): (2023)
Original Paper
Bird carcass detection from integrated trials at multiple wind farms

Presenter : Kitano M., Smallwood K.S., Fukaya K.
Title : , Journal of Wildlife Management (2022)
Original Paper
Inferring causal impacts of extreme water-level drawdowns on lake water clarity using long-term monitoring data

Presenter : Nakanishi K., Yokomizo H., Fukaya K., Kadoya T., Matsuzaki S., Nishihiro J., Kohzu A., Hayashi T.
Title : , Science of The Total Environment, 838(2): (2022)
Bayesian state-space SCM for deforestation baseline estimation for forest carbon credit

Presenter : Takahata K., Suetsugu H., Fukaya K., Shirota S.
Title : , NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning (2022)
Original Paper
Projecting future changes in element concentrations of approximately 100 untreated discharges from legacy mines in Japan by a hierarchical log-linear model

Presenter : Iwasaki Y., Fukaya K., Fuchida S., Matsumoto S., Araoka D., Tokoro C., Yasutaka T.
Title : , Science of The Total Environment (2021)
Original Paper
Multispecies site occupancy modelling and study design for spatially replicated environmental DNA metabarcoding

Presenter : Fukaya K., Kondo N., Matsuzaki S., Kadoya T.
Title : , Methods in Ecology and Evolution (2021)
Original Paper
Integrating multiple sources of ecological data to unveil macroscale species abundance

Presenter : Fukaya K., Kusumoto B., Shiono T., Fujinuma J., Kubota Y.
Title : , Nature Communications, 11:1695 (2020)
Original Paper
Estimating fish population abundance by integrating quantitative data on environmental DNA and hydrodynamic modelling

Presenter : Fukaya K., Murakami H., Yoon S., Minami K., Osada Y., Yamamoto S., Masuda R., Kasai A., Miyashita K., Minamoto T., Kondoh M.
Title : , Molecular Ecology (2020)
Original Paper
A self-excited threshold autoregressive state-space model for menstrual cycles: Forecasting menstruation and identifying within-cycle stages based on basal body temperature

Presenter : Kawamori A., Fukaya K., Kitazawa M., Ishiguro M.
Title : , Statistics in Medicine, 38(12):2157-2170 (2019)
Original Paper
Evaluation of detection probabilities at the water-filtering and initial PCR steps in environmental DNA metabarcoding using a multispecies site occupancy model

Presenter : Doi H., Fukaya K., Oka S., Sato K., Kondoh M., Miya M.
Title : , Scientific Reports, 9:3581 (2019)
Original Paper
Role of wetlands in mitigating the tradeoff between crop production and water quality in agricultural landscapes

Presenter : Matsuzaki S., Kohzu A., Kadoya T., Watanabe Mirai., Osawa T., Komatsu K., Kondo N., Yamaguchi H., Ando H., Shimotori K., Fukaya K., Nakagawa M., Kizuka T., Yoshioka A., Sasai T., Saigusa N., Matsushita B., Takamura N.
Title : , Ecosphere, 10(11):e02918 (2019)

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Bayesian state-space synthetic control method for deforestation baseline estimation for forest carbon credits

Presenter : Takahata K., Suetsugu H., Fukaya K., Shirota S.
Title : , Environmental Data Science, 3:e6 (2024)
UAV-based height measurement and height-diameter model integrating taxonomic effects: exploring vertical structure of aboveground biomass and species diversity in a Malaysian tropical forest

Presenter : Takeuchi Y., Borjigin H., Niiyama K., Sato T., Fukaya K., Okuda T., Hayashi M. , Omar H., Norizan A.M.
Title : , Environmental Research: Ecology, 2(3): (2023)
Monitoring status and trends in genetic diversity for the Convention on Biological Diversity: An ongoing assessment of genetic indicators in nine countries

Presenter : Hoban S., da Silva J.M., Mastretta-Yanes A., Grueber C.E., Heuertz M., Hunter M.E., Mergeay J., Paz-Vinas I., Fukaya K., Ishihama F., Jordan R., Koppa V., Latorre-Cardenas M.C., MacDonald A.J., Rincon-Parra V., Sjogren-Gulve P., Tani N., Thurfjell H., Laikre L.
Title : , Conservation Letters, 16(3): (2023)
Bird carcass detection from integrated trials at multiple wind farms

Presenter : Kitano M., Smallwood K.S., Fukaya K.
Title : , Journal of Wildlife Management (2022)
Inferring causal impacts of extreme water-level drawdowns on lake water clarity using long-term monitoring data

Presenter : Nakanishi K., Yokomizo H., Fukaya K., Kadoya T., Matsuzaki S., Nishihiro J., Kohzu A., Hayashi T.
Title : , Science of The Total Environment, 838(2): (2022)
Projecting future changes in element concentrations of approximately 100 untreated discharges from legacy mines in Japan by a hierarchical log-linear model

Presenter : Iwasaki Y., Fukaya K., Fuchida S., Matsumoto S., Araoka D., Tokoro C., Yasutaka T.
Title : , Science of The Total Environment (2021)
Multispecies site occupancy modelling and study design for spatially replicated environmental DNA metabarcoding

Presenter : Fukaya K., Kondo N., Matsuzaki S., Kadoya T.
Title : , Methods in Ecology and Evolution (2021)
Integrating multiple sources of ecological data to unveil macroscale species abundance

Presenter : Fukaya K., Kusumoto B., Shiono T., Fujinuma J., Kubota Y.
Title : , Nature Communications, 11:1695 (2020)
Estimating fish population abundance by integrating quantitative data on environmental DNA and hydrodynamic modelling

Presenter : Fukaya K., Murakami H., Yoon S., Minami K., Osada Y., Yamamoto S., Masuda R., Kasai A., Miyashita K., Minamoto T., Kondoh M.
Title : , Molecular Ecology (2020)
A self-excited threshold autoregressive state-space model for menstrual cycles: Forecasting menstruation and identifying within-cycle stages based on basal body temperature

Presenter : Kawamori A., Fukaya K., Kitazawa M., Ishiguro M.
Title : , Statistics in Medicine, 38(12):2157-2170 (2019)
Evaluation of detection probabilities at the water-filtering and initial PCR steps in environmental DNA metabarcoding using a multispecies site occupancy model

Presenter : Doi H., Fukaya K., Oka S., Sato K., Kondoh M., Miya M.
Title : , Scientific Reports, 9:3581 (2019)
Role of wetlands in mitigating the tradeoff between crop production and water quality in agricultural landscapes

Presenter : Matsuzaki S., Kohzu A., Kadoya T., Watanabe Mirai., Osawa T., Komatsu K., Kondo N., Yamaguchi H., Ando H., Shimotori K., Fukaya K., Nakagawa M., Kizuka T., Yoshioka A., Sasai T., Saigusa N., Matsushita B., Takamura N.
Title : , Ecosphere, 10(11):e02918 (2019)

View all

Biodiversity modeling advances will improve predictions of nature’s contributions to people

Presenter : Kass J. M., Fukaya K., Thuiller W., Mori A.S.
Title : , Trends in Ecology and Evolution (2023)

View all

Research Result (Presentation)

all
Research Presentation
Research Lecture

Research Presentation
Predicting and mapping ecosystem services using biodiversity models and remote sensing data

Presenter : Kass J., Fukaya K., Thuiller W., Mori A.
Name of Society : 第71回日本生態学会大会 (2024)
Name of Proceedings : Abstracts
Research Presentation
Towards even more efficient biodiversity monitoring through eDNA metabarcoding: an approach based on site occupancy modeling

Presenter : Fukaya K., Kondo N., Matsuzaki S., Kadoya T.
Name of Society : ISM Symposium on Environmental Statistics 2024 (2024)
Name of Proceedings : Abstracts
Research Presentation
Overview of FDS-NIES collaborative research on Forest Volume Modeling Using UAV-Derived Metrics and Permanent Sample Plots Data

Presenter : Takeuchi Y., Fukaya K., Sato T., Estoque R.C., Nakamura S., Ooba M., Toyama H., Suyama Y., Borjigin H.
Name of Society : BILATERAL COLLABORATION RESEARCH TOWARDS SUSTAINABLE FOREST MANAGEMENT IN SARAWAK (2024)
Name of Proceedings : ABSTRACT, 7
Research Presentation
Predicting ecosystem functions and services in space and time with biodiversity models

Presenter : Kass J.M., Fukaya K., Thuiller W., Mori A.
Name of Society : The 10th East Asia Federation of Ecological Societies (EAFES) International Congress (2023)
Name of Proceedings : Abstracts
Research Presentation
Environmental DNA metabarcoding of benthic invertebrates in riverine environments: a model-based assessment of species detectability for optimized study design

Presenter : Fukaya K., Hasebe Y.
Name of Society : The eDNA Society International Meeting 2023 (2023)
Name of Proceedings : Abstracts
Research Presentation
Horizontal and vertical distribution of environmental DNA of jack mackerel Trachurus japonicus and Japanese anchovy Engraulis japonicus in Maizuru Bay, Kyoto Prefecture

Presenter : Murakami H., Fukaya K., Yamamoto S., Minamoto T., Minami K., Miyashita K., Kameoka T., Masuda R., Yamashita Y., Kondoh M.
Name of Society : The eDNA Society International Meeting 2023 (2023)
Name of Proceedings : Abstracts
Research Presentation
Site occupancy modeling for environmental DNA metabarcoding

Presenter : Fukaya K.
Name of Society : Quantitative Ecological Modeling for Biodiversity, Conservation, and Management (2023)
Name of Proceedings : -
Research Presentation
A hierarchical modeling approach for environmental DNA metabarcoding: inference of species detection process, site occupancy, and study design

Presenter : Fukaya K., Kondo N., Matsuzaki S., Kadoya T.
Name of Society : International Statistical Ecology Conference (ISEC) 2022 (2022)
Name of Proceedings : Abstracts
Research Presentation
Context dependence of population dynamics in rocky intertidal sessile assembly: using intrinsic growth grate as a proxy of environmental suitability

Presenter : Yao Y., Fukaya K., Noda T.
Name of Society : 第69回日本生態学会大会 (2022)
Name of Proceedings : Abstracts
Research Presentation
Bayesian state-space SCM for deforestation baseline estimation for forest carbon credit

Presenter : Takahata K., Suetsugu H., Fukaya K., Shirota S.
Name of Society : NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning (2022)
Name of Proceedings : Abstracts
Research Presentation
Projecting future changes in element concentrations of approximately 100 untreated discharges from legacy mines in Japan by a hierarchical log-linear model

Presenter : Iwasaki Y., Fukaya K., Fuchida S., Matsumoto S., Araoka D., Tokoro C., Yasutaka T.
Name of Society : SETAC 2021 Australia Conference (2021)
Name of Proceedings : Abstracts, 53
Research Lecture
Integrating multiple sources of ecological data to estimate species abundance of woody plants at geographic scales

Presenter : Fukaya K., Kusumoto B., Shiono T., Fujinuma J., Kubota Y.
Name of Society : 2021 WNAR/IMS/JR Annual Meeting (2021)
Name of Proceedings : Abstracts, 67
Research Lecture
Toward a better biodiversity assessment based on environmental DNA: a statistical modeling approach

Presenter : Fukaya K.
Name of Society : ECO seminar (2021)
Name of Proceedings : -
Research Presentation
Modeling future changes in element concentrations of 99 untreated discharges from legacy mines in Japan by a hierarchical log-linear model

Presenter : Iwasaki Y., Fukaya K., Fuchida S., Matsumoto S., Araoka D., Tokoro C., Yasutaka T.
Name of Society : SETAC North America 42nd Annual Meeting (2021)
Name of Proceedings : Abstracts, 303
Research Presentation
Inter stage flow matrix: a new population statistic in ecological risk assessment

Presenter : Yokomizo H., Fukaya K., Lambrinos J.G., Kawai Y., Takada T.
Name of Society : 第25回（2019年）日本環境毒性学会研究発表会 (2019)
Name of Proceedings : Abstract, 72
Research Presentation
Inter-stage flow matrix as a population statistic for comparative plant demography

Presenter : Yokomizo H., Fukaya K., Lambrinos J.G., Kawai Y., Takada T.
Name of Society : 第35回個体群生態学会大会 (2019)
Name of Proceedings : Abstracts
Research Lecture
Integrating multiple sources of ecological data to estimate abundance of a number of species at geographic scales

Presenter : Fukaya K.
Name of Society : ISM Symposium on Environmental Statistics 2019 (2019)
Name of Proceedings : -
Research Presentation
Comparative demography among four functional groups based on elasticity and inter-stage flows of individuals

Presenter : Yokomizo H., Fukaya K., Lambrinos J., Kawai Y., Takada T.
Name of Society : Sixth Annual Meeting of the Evolutionary Demography Society (2019)
Name of Proceedings : -
Research Lecture
Macroscale estimation of species abundance distributions: a practical advancement and an implication for evolutionary underpinnings of biodiversity

Presenter : Fukaya K.
Name of Society : 関東地区会公開シンポジウム「多様性の成り立ちと機能」 (Symposium for Kanto Branch of Ecological Society of Japan “Biodiversity: Structure and Function”) (2018)
Name of Proceedings : -
Research Presentation
Analysis of flow matrices describing inter-stage flows of individuals using randomly generated population matrices

Presenter : Yokomizo H., Fukaya K., Lambrinos J.G., Takada T,
Name of Society : 第34回個体群生態学会 (2018)
Name of Proceedings : Abstracts, 34

View all

Predicting and mapping ecosystem services using biodiversity models and remote sensing data

Presenter : Kass J., Fukaya K., Thuiller W., Mori A.
Name of Society : 第71回日本生態学会大会 (2024)
Name of Proceedings : Abstracts
Towards even more efficient biodiversity monitoring through eDNA metabarcoding: an approach based on site occupancy modeling

Presenter : Fukaya K., Kondo N., Matsuzaki S., Kadoya T.
Name of Society : ISM Symposium on Environmental Statistics 2024 (2024)
Name of Proceedings : Abstracts
Overview of FDS-NIES collaborative research on Forest Volume Modeling Using UAV-Derived Metrics and Permanent Sample Plots Data

Presenter : Takeuchi Y., Fukaya K., Sato T., Estoque R.C., Nakamura S., Ooba M., Toyama H., Suyama Y., Borjigin H.
Name of Society : BILATERAL COLLABORATION RESEARCH TOWARDS SUSTAINABLE FOREST MANAGEMENT IN SARAWAK (2024)
Name of Proceedings : ABSTRACT, 7
Predicting ecosystem functions and services in space and time with biodiversity models

Presenter : Kass J.M., Fukaya K., Thuiller W., Mori A.
Name of Society : The 10th East Asia Federation of Ecological Societies (EAFES) International Congress (2023)
Name of Proceedings : Abstracts
Site occupancy modeling for environmental DNA metabarcoding

Presenter : Fukaya K.
Name of Society : Quantitative Ecological Modeling for Biodiversity, Conservation, and Management (2023)
Name of Proceedings : -
A hierarchical modeling approach for environmental DNA metabarcoding: inference of species detection process, site occupancy, and study design

Presenter : Fukaya K., Kondo N., Matsuzaki S., Kadoya T.
Name of Society : International Statistical Ecology Conference (ISEC) 2022 (2022)
Name of Proceedings : Abstracts
Context dependence of population dynamics in rocky intertidal sessile assembly: using intrinsic growth grate as a proxy of environmental suitability

Presenter : Yao Y., Fukaya K., Noda T.
Name of Society : 第69回日本生態学会大会 (2022)
Name of Proceedings : Abstracts
Bayesian state-space SCM for deforestation baseline estimation for forest carbon credit

Presenter : Takahata K., Suetsugu H., Fukaya K., Shirota S.
Name of Society : NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning (2022)
Name of Proceedings : Abstracts
Projecting future changes in element concentrations of approximately 100 untreated discharges from legacy mines in Japan by a hierarchical log-linear model

Presenter : Iwasaki Y., Fukaya K., Fuchida S., Matsumoto S., Araoka D., Tokoro C., Yasutaka T.
Name of Society : SETAC 2021 Australia Conference (2021)
Name of Proceedings : Abstracts, 53
Comparative demography among four functional groups based on elasticity and inter-stage flows of individuals

Presenter : Yokomizo H., Fukaya K., Lambrinos J., Kawai Y., Takada T.
Name of Society : Sixth Annual Meeting of the Evolutionary Demography Society (2019)
Name of Proceedings : -
Environmental DNA metabarcoding of benthic invertebrates in riverine environments: a model-based assessment of species detectability for optimized study design

Presenter : Fukaya K., Hasebe Y.
Name of Society : The eDNA Society International Meeting 2023 (2023)
Name of Proceedings : Abstracts
Horizontal and vertical distribution of environmental DNA of jack mackerel Trachurus japonicus and Japanese anchovy Engraulis japonicus in Maizuru Bay, Kyoto Prefecture

Presenter : Murakami H., Fukaya K., Yamamoto S., Minamoto T., Minami K., Miyashita K., Kameoka T., Masuda R., Yamashita Y., Kondoh M.
Name of Society : The eDNA Society International Meeting 2023 (2023)
Name of Proceedings : Abstracts
Modeling future changes in element concentrations of 99 untreated discharges from legacy mines in Japan by a hierarchical log-linear model

Presenter : Iwasaki Y., Fukaya K., Fuchida S., Matsumoto S., Araoka D., Tokoro C., Yasutaka T.
Name of Society : SETAC North America 42nd Annual Meeting (2021)
Name of Proceedings : Abstracts, 303
Inter stage flow matrix: a new population statistic in ecological risk assessment

Presenter : Yokomizo H., Fukaya K., Lambrinos J.G., Kawai Y., Takada T.
Name of Society : 第25回（2019年）日本環境毒性学会研究発表会 (2019)
Name of Proceedings : Abstract, 72
Inter-stage flow matrix as a population statistic for comparative plant demography

Presenter : Yokomizo H., Fukaya K., Lambrinos J.G., Kawai Y., Takada T.
Name of Society : 第35回個体群生態学会大会 (2019)
Name of Proceedings : Abstracts
Analysis of flow matrices describing inter-stage flows of individuals using randomly generated population matrices

Presenter : Yokomizo H., Fukaya K., Lambrinos J.G., Takada T,
Name of Society : 第34回個体群生態学会 (2018)
Name of Proceedings : Abstracts, 34

View all

Integrating multiple sources of ecological data to estimate species abundance of woody plants at geographic scales

Presenter : Fukaya K., Kusumoto B., Shiono T., Fujinuma J., Kubota Y.
Name of Society : 2021 WNAR/IMS/JR Annual Meeting (2021)
Name of Proceedings : Abstracts, 67
Toward a better biodiversity assessment based on environmental DNA: a statistical modeling approach

Presenter : Fukaya K.
Name of Society : ECO seminar (2021)
Name of Proceedings : -
Integrating multiple sources of ecological data to estimate abundance of a number of species at geographic scales

Presenter : Fukaya K.
Name of Society : ISM Symposium on Environmental Statistics 2019 (2019)
Name of Proceedings : -
Macroscale estimation of species abundance distributions: a practical advancement and an implication for evolutionary underpinnings of biodiversity

Presenter : Fukaya K.
Name of Society : 関東地区会公開シンポジウム「多様性の成り立ちと機能」 (Symposium for Kanto Branch of Ecological Society of Japan “Biodiversity: Structure and Function”) (2018)
Name of Proceedings : -

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FUKAYA Keiichi

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