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Three-dimensional ecological niche modelling of midwater narcomedusan jellyfish

Research Project

Project/Area Number 20K06806
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 45030:Biodiversity and systematics-related
Research InstitutionJapan Agency for Marine-Earth Science and Technology

Principal Investigator

Lindsay Dhugal  国立研究開発法人海洋研究開発機構, 超先鋭研究開発部門(超先鋭研究開発プログラム), 主任研究員 (80344282)

Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2022: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2021: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2020: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsクラゲ / 環境変動 / 予測 / 低酸素 / 剛クラゲ類 / 生物地理 / 浮遊性刺胞動 / モデリング / 浮遊性刺胞動物 / Narcomedusae / ROV / submarine caldera / オーストラリア東沖 / 小笠原諸島 / jellyfish / modelling / global change
Outline of Research at the Start

ROV data on the 3D distribution of narcomedusan jellyfish and the environmental parameters of their habitats will be used to construct 2.5D ecological niche models and habitat suitability maps.

Outline of Final Research Achievements

This project collected data for 3D ecological niche modelling investigating the distribution of narcomedusae species, which are in a high trophic level in the mesopelagic zone and how this may change with climate change. Starting with occurrence records published in scientific papers and online databases, occurrence distribution data were collected by participating in online submersible and ROV surveys with the Okeanos Explorer, Nautilus, Falkor and others. Analysis and modelling results showed that the optimum habitat of the Solmissus narcomedusan jellyfish is biased towards low-oxygen areas, and that global environmental change may expand their distribution area. The results of this research project were published in peer-reviewed international journal articles and international workshops.

Academic Significance and Societal Importance of the Research Achievements

地球環境変動で高次食物段階にある剛クラゲ類が分布域を拡大する可能性があることが分かり、水産資源や物質輸送の予測モデリングに活用できる。

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (19 results)

All 2024 2023 2022 2021 2020

All Journal Article (4 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 3 results,  Open Access: 3 results) Presentation (15 results) (of which Int'l Joint Research: 14 results,  Invited: 4 results)

  • [Journal Article] Drivers behind the diversity and distribution of a widespread midwater narcomedusa2023

    • Author(s)
      Verhaegen Gerlien、Sangekar Mehul Naresh、Bentlage Bastian、Hoving Henk‐Jan、Collins Allen G.、Lindsay Dhugal
    • Journal Title

      Limnology and Oceanography

      Volume: 68 Issue: 9 Pages: 2088-2107

    • DOI

      10.1002/lno.12408

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Gelatinous zooplankton community around a hydrothermally active deep-sea caldera: results from ROV video records2021

    • Author(s)
      Hidaka, M., Nishikawa, J., & Lindsay, D. J.
    • Journal Title

      Plankton and Benthos Research

      Volume: 16 Issue: 1 Pages: 40-58

    • DOI

      10.3800/pbr.16.40

    • NAID

      130007988208

    • ISSN
      1880-8247, 1882-627X
    • Year and Date
      2021-02-19
    • Related Report
      2021 Research-status Report 2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image- based training set for machine learning2021

    • Author(s)
      Verhaegen, G., Cimoli, E., & Lindsay, D. J.
    • Journal Title

      Biodiversity Data Journal

      Volume: 9

    • DOI

      10.3897/bdj.9.e69374

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Cnidaria and Ctenophora: Review of deep-sea Cnidaria and Ctenophora fauna in the NW Pacific Ocean2020

    • Author(s)
      Reimer, J.D., Yanagi, K., Kise, H., Poliseno, A., Kushida, Y., Saeedi, H. and Lindsay, D.J. (Editors: Saeedi Hanieh、Brandt Angelika)
    • Journal Title

      Biogeographic Atlas of the Deep NW Pacific Fauna

      Volume: - Pages: 67-88

    • DOI

      10.3897/ab.e51315

    • ISBN
      9786192480103
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Drivers behind the diversity and distribution of a widespread midwater Narcomedusae2024

    • Author(s)
      Verhaegen, G., Sangekar, M.N., Bentlage, B., Hoving, H-J., Collins, A.G., Lindsay, D.J.
    • Organizer
      6th Deep-Sea Biology Society Seminar series, online, 21 March 2024, Oral (invited)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Efforts on DNA barcoding deep-sea zooplankton from the Gulf of Alaska, North Pacific Ocean2024

    • Author(s)
      Questel, J.M., Smoot, C.A., Collins, A.G., Lindsay, D.J., Hopcroft, R.R.
    • Organizer
      ICES-PICES 7th International Zooplankton Production Symposium. Hobart, Australia, 17 March 2024. (oral, invited)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Deep-sea jellyfish studied from your living room2024

    • Author(s)
      Verhaegen, G., Sangekar, M.N., Bentlage, B., Hoving, H-J., Collins, A.G., Lindsay, D.J.
    • Organizer
      33rd LUOVA Spring Symposium, Helsinki, Finland, 5 March 2024, Keynote Oral (invited)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Drivers behind the diversity and distribution of a widespread midwater Narcomedusae2023

    • Author(s)
      Verhaegen, G., Sangekar, M.N., Bentlage, B., Hoving, H-J., Collins, A.G., Lindsay, D.J.
    • Organizer
      Seventh International Jellyfish Blooms Symposium, Thiruvananthapuram, Kerala, India. 24 November 2023, Oral
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Hot bathtubs as proxies: jellyfish in a warming ocean2023

    • Author(s)
      Lindsay DJ, Hidaka M, Grossmann MM, Nishikawa J, Montenegro J, Sangekar MN, Bergman LA, Verhaegen G, Atienza D, Espinoza A, Collins AG, Morandini AC
    • Organizer
      Seventh International Jellyfish Blooms Symposium, Thiruvananthapuram, Kerala, India. 24 November 2023, Oral
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Diversity of the gelatinous midwater fauna: why a global approach is needed2023

    • Author(s)
      Lindsay DJ
    • Organizer
      Ocean Twilight Zone Symposium, Woods Hole, USA. 15 September 2023, Oral (Invited)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Imaging analyses of the ocean's floating and swimming fauna: training data and analysis pipelines2023

    • Author(s)
      Lindsay D, Sangekar M, Bergman L, Hidaka M, Friedman A
    • Organizer
      International Symposium on high-value biomaterials, bioengineering and intelligent automation, Yokohama, Japan. 31 August 2023, Oral
    • Related Report
      2023 Annual Research Report
  • [Presentation] Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image- based training set for machine learning2023

    • Author(s)
      Verhaegen, G., Cimoli, E., Lindsay, D.J.
    • Organizer
      XIII SCAR Biology Symposium, Christchurch, New Zealand, 4 August 2023, Oral
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Drivers behind the diversity and distribution of a widespread midwater Narcomedusae2023

    • Author(s)
      Verhaegen, G., Sangekar, M.N., Bentlage, B., Hoving, H-J., Collins, A.G., Lindsay, D.J.
    • Organizer
      10th International Workshop of the Hydrozoan Society, Bergen, Norway, 10 May 2023, Oral
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SquidJam: A video annotation ecosystem2023

    • Author(s)
      Sangekar, M., Friedman, A., Hidaka, M., Hosono, T., Lindsay, D.J.
    • Organizer
      International Symposium on Underwater Technology (UT23), Tokyo, Japan, 8 March 2023, Oral
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SquidJam: A video annotation ecosystem2023

    • Author(s)
      Sangekar, M., Friedman, A., Hidaka, M., Hosono, T., Lindsay, D.J.
    • Organizer
      International Symposium on Underwater Technology (UT23), Tokyo, Japan
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] Life beneath the ice: jellyfish and ctenophores from the Ross Sea, Antarctica, with an image-based training set for machine learning2022

    • Author(s)
      Verhaegen, G., Cimoli, E., Lindsay, D.J.
    • Organizer
      10th Scientific Committee on Antarctic Research (SCAR) Open Science Conference
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] SquidJam - a video annotation tool for the analysis of challenging video datasets: A case study on a midwater Environmental Impact Assessment in the Clarion-Clipperton Zone2022

    • Author(s)
      Lindsay, D.J., Friedman, A., Sangekar, M., Bergman, L.A., Montenegro, J., Bachtel, T., Seid, C., Thuesen, E., Hidaka, M., Hosono, T., Drazen, J.
    • Organizer
      Fourth Marine Imaging Workshop. Brest, France
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] Ecological niche modelling in three dimensions and ecomorphology of a widespread midwater Narcomedusan genus2021

    • Author(s)
      Verhaegen, G., Sangekar, M., Hoving, H-J., & Lindsay, D.
    • Organizer
      16th Deep Sea Biology Symposium. Brest, France
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Deep Learning and Deep Arctic Jellies: a case study pipelining real-time ROV video annotations, post-cruise analysis, data dissemination and production of machine-learning training sets2021

    • Author(s)
      Lindsay, D.J., Hidaka, M., Sangekar, M., Hosono, T., Matsuoka, D., Sugiyama, D., Friedman, A., & Hopcroft, R.
    • Organizer
      16th Deep Sea Biology Symposium. Brest, France
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research

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Published: 2020-04-28   Modified: 2025-01-30  

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