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Reconstruction of the early Paleozoic paleoenvironment with a focus on the diversity of the microfossil fauna and its use in exhibition and dissemination projects

Research Project

Project/Area Number 17H04581
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section海外学術
Research Field Stratigraphy/Paleontology
Research InstitutionUniversity of Tsukuba

Principal Investigator

Agematsu Sachiko  筑波大学, 生命環境系, 准教授 (50466661)

Co-Investigator(Kenkyū-buntansha) 丸岡 照幸  筑波大学, 生命環境系, 准教授 (80400646)
指田 勝男  筑波大学, 生命環境系, 教授 (60134201)
Project Period (FY) 2017-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥10,140,000 (Direct Cost: ¥7,800,000、Indirect Cost: ¥2,340,000)
Fiscal Year 2020: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2019: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2018: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2017: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Keywords生層序 / 古生代 / 炭素同位体 / 硫黄同位体 / ジオパーク / オルドビス紀 / シルル紀 / デボン紀 / コノドント / 筆石 / 微化石層序 / 硫黄 / 炭素 / 微化石 / 大量絶滅 / 古環境解析 / カンブリア紀 / 古環境 / 化石層序 / 岩相層序 / 層位・古生物学 / 地球化学
Outline of Final Research Achievements

This study aims to reconstruct the early Paleozoic paleoenvironment and to share the research results with the public through the Geopark. The results of our research are as follows: 1) Early Ordovician stromatolitic reefs found in southern Thailand contain lithid-sponge reefs, which are important in considering the emergence process of metazoan reefs; 2) In the uppermost Ordovician to lower Silurian strata of Thailand and Malaysia, carbon and sulfur isotope values indicate the onset and decline of anoxic environments, in addition to lithologic data and carbon isotopic values that indicate an end-Ordovician sea-level fall; 3) In order to return these results to the Geopark project, it is important not only to communicate closely with local officials, but also to introduce and encourage research to students and young researchers.

Academic Significance and Societal Importance of the Research Achievements

本研究で得られた成果は、古生代前半の海洋環境復元に新たなデータを加えるものである。特にオルドビス紀からシルル紀にかけて生じた貧酸素環境の詳細を明らかにすることは、生物の大量絶滅事件を引き起こした環境変動の解明に繋がると考えられる。またこれらの結果をジオパークの展示・普及事業に活用してもらうことで、地元活性化に貢献できた。

Report

(5 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (56 results)

All 2021 2019 2018 2017 Other

All Int'l Joint Research (5 results) Journal Article (19 results) (of which Int'l Joint Research: 11 results,  Peer Reviewed: 19 results,  Open Access: 4 results,  Acknowledgement Compliant: 1 results) Presentation (26 results) (of which Int'l Joint Research: 6 results,  Invited: 2 results) Book (2 results) Remarks (3 results) Funded Workshop (1 results)

  • [Int'l Joint Research] Bu-Ali Sina University(イラン)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] Department of Mineral Resources(タイ)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] 鉱産資源局(タイ)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] 南京地質学古生物学研究所(中国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] Department of Mineral Resources Thailand(タイ)

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Microfossils from Siliceous Rock Pebbles Contained in the Lower Cretaceous Ishido Formation of the Sanchu Group, Central Japan2021

    • Author(s)
      OZEKI Masanori、SHIMIZU Norikazu、AGEMATSU Sachiko、SASHIDA Katsuo
    • Journal Title

      Journal of Geography (Chigaku Zasshi)

      Volume: 130 Issue: 3 Pages: 311-329

    • DOI

      10.5026/jgeography.130.311

    • NAID

      130008066579

    • ISSN
      0022-135X, 1884-0884
    • Year and Date
      2021-06-25
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Progressive ocean oxygenation at ~2.2 Ga inferred from geochemistry and molybdenum isotopes of the Nsuta Mn deposit, Ghana2021

    • Author(s)
      Kosuke T. Goto, Yasuhito Sekine, Takashi Ito, Katsuhiko Suzuki, Ariel D. Anbar, Gwyneth W. Gordon, Yumiko Harigane, Teruyuki Maruoka, Gen Shimoda, Teruhiko Kashiwabara, Yutaro Takaya, Tatsuo Nozaki, James R. Hein, George M. Tetteh, Frank K. Nyame, Shoichi Kiyokawa
    • Journal Title

      Chemical Geology

      Volume: 567 Pages: 120116-120116

    • DOI

      10.1016/j.chemgeo.2021.120116

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Interpretation of hydrothermal evolution in the Qolqoleh gold deposit, southwest of Saqqez, Iran: Analysis of pyrite by LA-ICP-MS and sulfur isotopes2021

    • Author(s)
      Daneshvar Narges、Maanijou Mohammad、Lentz David R.、Azizi Hossein、McFarlane Chris R.M.、Maruoka Teruyuki
    • Journal Title

      Ore Geology Reviews

      Volume: 133 Pages: 104087-104087

    • DOI

      10.1016/j.oregeorev.2021.104087

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Upper Triassic limestone clasts of the polymictic limestone conglomerate in the Mino Belt, the northwestern Nanjo Mountains, Fukui Prefecture, central Japan2019

    • Author(s)
      Nakagawa Tomio、Sano Hiroyoshi、Agematsu Sachiko、Sashida Katsuo、Watanabe Yukio
    • Journal Title

      The Journal of the Geological Society of Japan

      Volume: 125 Issue: 12 Pages: 877-884

    • DOI

      10.5575/geosoc.2019.0033

    • NAID

      130007817557

    • ISSN
      0016-7630, 1349-9963
    • Year and Date
      2019-12-15
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Sulfuric acid caves in Calabria (South Italy): Cave morphology and sulfate deposits2019

    • Author(s)
      Galdenzi Sandro、Maruoka Teruyuki
    • Journal Title

      Geomorphology

      Volume: 328 Pages: 211-221

    • DOI

      10.1016/j.geomorph.2018.12.014

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Sulfur isotopic systematics during the October 2017 eruption of the Shinmoe-dake volcano, Japan2019

    • Author(s)
      K. Ikehata and T. Maruoka
    • Journal Title

      Applied Geochemistry

      Volume: 102 Pages: 102-107

    • DOI

      10.1016/j.apgeochem.2019.01.009

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 佐渡島,中新統鶴子層から得られた放散虫化石と堆積年代2019

    • Author(s)
      川谷文子、指田勝男、上松佐知子、甲能直樹
    • Journal Title

      地質調査研究報告

      Volume: 70 Pages: 91-99

    • NAID

      130007631565

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comments on: Testing hypotheses of element loss and instability in the apparatus composition of complex conodonts (Zhang et?al.)2018

    • Author(s)
      Agematsu Sachiko、Golding Martyn L.、Orchard Michael J.
    • Journal Title

      Palaeontology

      Volume: 61 Issue: 5 Pages: 785-792

    • DOI

      10.1111/pala.12372

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Sulfur, Strontium, Carbon, and Oxygen Isotopes of Calcium Sulfate Deposits in Late Carboniferous Rocks of the Loei-Wang Saphung (LWS) Area, Loei Province, Thailand2018

    • Author(s)
      Surakotra Nusara、Promkotra Sarunya、Charusiri Punya、Maruoka Teruyuki、Hisada Ken-inchiro
    • Journal Title

      Geosciences

      Volume: 8 Issue: 7 Pages: 229-229

    • DOI

      10.3390/geosciences8070229

    • NAID

      120007128562

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Neon isotopes in individual presolar low-density graphite grains from the Orgueil meteorite2018

    • Author(s)
      Heck Philipp R.、Jadhav Manavi、Meier Matthias M. M.、Maruoka Teruyuki、Amari Sachiko、Zinner Ernst K.、Busemann Henner、Maden Colin、Gyngard Frank、Baur Heinrich、Wieler Rainer
    • Journal Title

      Meteoritics & Planetary Science

      Volume: 53 Issue: 11 Pages: 2327-2342

    • DOI

      10.1111/maps.13129

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Radiolarian Fossils from Conglomerate Layers of the Upper Cretaceous Nakaminato Group Exposed Along the Pacific Coast of Ibaraki Prefecture, Central Japan: Staged Denudation of the Mid-Mesozoic Accretionary Complexes in the Kanto District2018

    • Author(s)
      Inose Hiroaki、Furuuchi Kaoru、Ito Tsuyoshi、Sashida Katsuo、Agematsu Sachiko
    • Journal Title

      Paleontological Research

      Volume: 22 Issue: 4 Pages: 307-325

    • DOI

      10.2517/2017pr026

    • NAID

      40021681291

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Tethyan and non-Tethyan Early Cretaceous radiolarian faunas from West Timor, Indonesia: Paleogeographic and tectonic significance2018

    • Author(s)
      Sashida Katsuo
    • Journal Title

      Earth evolution sciences, University of Tsukuba

      Volume: 12 Pages: 1881-8463

    • NAID

      120006452156

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comments on: Testing hypotheses of element loss and instability in the apparatus composition of complex conodonts (Zhang et al.)2018

    • Author(s)
      Agematsu Sachiko, Golding L. Martyn, Orchard J. Michael
    • Journal Title

      Palaeontology

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Reconstruction of the multielement apparatus of the earliest Triassic conodont, Hindeodus parvus, using synchrotron radiation X-ray micro-tomography2017

    • Author(s)
      Agematsu Sachiko、Uesugi Kentaro、Sano Hiroyoshi、Sashida Katsuo
    • Journal Title

      Journal of Paleontology

      Volume: 91 Issue: 6 Pages: 1220-1227

    • DOI

      10.1017/jpa.2017.61

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dinosaur footprint assemblage from the Lower Cretaceous Khok Kruat Formation, Khorat Group, northeastern Thailand2017

    • Author(s)
      Kozu Shohei、Sardsud Apsorn、Saesaengseerung Doungrutai、Pothichaiya Cherdchan、Agematsu Sachiko、Sashida Katsuo
    • Journal Title

      Geoscience Frontiers

      Volume: 8 Issue: 6 Pages: 1479-1493

    • DOI

      10.1016/j.gsf.2017.02.003

    • NAID

      120007134702

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Morphology, Systematics and Paleoecology of Shikamaia, Aberrant Permian Bivalves (Alatoconchidae: Ambonychioidea) from Japan2017

    • Author(s)
      Asato Kaito、Kase Tomoki、Ono Teruo、Sashida Katsuo、Agematsu Sachiko
    • Journal Title

      Paleontological Research

      Volume: 21 Issue: 4 Pages: 358-379

    • DOI

      10.2517/2017pr002

    • NAID

      40021331722

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Lowermost Devonian conodonts from the Setul Group, northwestern Peninsular Malaysia2017

    • Author(s)
      Takahashi Yui, Agematsu Sachiko, Mat Niza Abdul Rahman, Sashida Katsuo
    • Journal Title

      Journal of the Geological Society of Japan

      Volume: 123 Pages: 989-997

    • NAID

      130006394460

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Characterization of sulfate mineral deposits in central Thailand2017

    • Author(s)
      Junichiro Kuroda, Hidetoshi Hara, Katsumi Ueno, Thasinee Charoentitirat, Teruyuki Maruoka, Takashi Miyazaki, Akira Miyahigashi and Stefano Lugli,
    • Journal Title

      Island Arc

      Volume: 26 Issue: 2

    • DOI

      10.1111/iar.12175

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Tritium and iodine-129 concentrations in precipitation at Tsukuba, Japan, after the Fukushima Daiichi Nuclear Power Plant accident2017

    • Author(s)
      Maruoka Truyuki, Kawamuto Takamasa, Ohno Takeshi, Muramatsu Yasuyuki, Matsuzaki Hiroyuki, Matsumoto Takuya, Aggarwal Pradeep
    • Journal Title

      Geochemical Journal

      Volume: 51 Pages: 449-455

    • NAID

      130006146243

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] 親鉄元素・親銅元素組成に基づく古環境変動解析2021

    • Author(s)
      丸岡 照幸
    • Organizer
      第69回質量分析総合討論会
    • Related Report
      2021 Annual Research Report
  • [Presentation] オルドビス紀末大量絶滅イベントの環境変動解析:寒冷化を伴う大量絶滅イベン トの理解に向けて2021

    • Author(s)
      丸岡 照幸, 上松 佐知子, 指田 勝男, Mat Niza Abdul Rahman
    • Organizer
      日本地球化学会第68回オンライン年会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Silurian to Devonian black shale beds distributed in Thailand and Malaysia2021

    • Author(s)
      Takumi Muramatsu, Sachiko Agematsu-Watanabe, Apsorn Sardsud, Jirasak Charoenmit, and Kittichai Tongtherm
    • Organizer
      IGCP668: Equatorial Gondwanan History and Early Palaeozoic Evolutionary Dynamics, 2021 annual meting
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Review of Lower to Middle Paleozoic Corals in Thailand2021

    • Author(s)
      Paramate Khamfoo, and Sachiko Agematsu-Watanabe
    • Organizer
      IGCP668: Equatorial Gondwanan History and Early Palaeozoic Evolutionary Dynamics, 2021 annual meting
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Carbon and sulfur isotope systematics of Upper Ordovician to Lower Silurian shales from the Langkawi Islands in Malaysia2021

    • Author(s)
      Teruyuki Maruoka, Sachiko Agematsu, Katsuo Sashida, and Mat Niza Abdul Rahman
    • Organizer
      IGCP668: Equatorial Gondwanan History and Early Palaeozoic Evolutionary Dynamics, 2021 annual meting
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Early Ordovician lithistid sponge-microbial reefs, Tarutao Islands, Thailand: a prelude to the recovery of metazoan reefs2019

    • Author(s)
      LI, Qi-jian, AMPORNMAHA-SARDSUD, Apsorn, AGEMATSU, Sachiko
    • Organizer
      11th North American Paleontological Convention
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 白亜紀―古第三紀境界粘土層における親銅元素の異常濃縮2019

    • Author(s)
      丸岡 照幸、西尾 嘉朗
    • Organizer
      日本地球惑星連合2019年大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 白亜紀-古第三紀(K-Pg)境界層における親銅元素の異常濃縮2019

    • Author(s)
      丸岡照幸、西尾嘉朗、小木曽哲、鈴木勝彦
    • Organizer
      2019年日本地球化学会第66回年会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 丹波帯宇治地域の砥石型珪質粘土岩より産出するコノドント化 石(予報)2019

    • Author(s)
      福島佑一、上松佐知子、歌川史哲
    • Organizer
      日本地質学会第126年学術大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 足尾山地秋山地域の砥石型珪質粘土岩とコノドント化石2019

    • Author(s)
      福島 佑一、上松佐知子、指田勝男
    • Organizer
      日本地質学会第126年学術大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 微化石から見た古生代の海洋生命史2019

    • Author(s)
      上松佐知子
    • Organizer
      日本古生物学会2019年年会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] タイおよびマレーシア国から産するコノドント2019

    • Author(s)
      上松佐知子
    • Organizer
      微古生物学リファレンスセンター(MRC)研究集会
    • Related Report
      2018 Annual Research Report
  • [Presentation] タイおよび東南アジアから産するテンタキュライトと筆石化石2019

    • Author(s)
      上松佐知子
    • Organizer
      微古生物学リファレンスセンター(MRC)研究集会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Sulfur and carbon isotope profiles for Guadalupian-Lopingian paleo-atoll carbonates in Japan2018

    • Author(s)
      丸岡 照幸, 磯崎 行雄
    • Organizer
      日本地球惑星科学連合2018年大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] ペルム紀中期・後期境界における海洋環境の変遷:炭素同位体組成からの制約2018

    • Author(s)
      丸岡 照幸, 磯﨑 行雄
    • Organizer
      2018年日本地球化学会第65回年会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 前期古生代におけるコノドントの進化と絶滅2018

    • Author(s)
      上松佐知子
    • Organizer
      微古生物学リファレンスセンター(MRC)研究集会
    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
  • [Presentation] The significance of fossil assemblages indicate the Ordovician-Silurian boundary at Tarutao, Khao Noi, and Kuan Tung; Satun Aspiring Geopark2017

    • Author(s)
      Agematsu Sachiko
    • Organizer
      DMR- CCOP- TNCU Technical Seminar on "Biostratigraphy and Karst Morphology of Satun Aspiring Geopark"
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Triassic conodont biostratigraphy of the Chaiburi Formation in peninsular Thailand; the Early to Late Triassic carbonates succession evidence in Shan-Thai Terrane2017

    • Author(s)
      Sardsud Apsorn, Agematsu-Watanabe Sachiko, Wongwanich Thanis, Igo Hisayoshi, Sashida Katsuo
    • Organizer
      Gondowana 16th International Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 大分県津久見市網代島のチャートから産する前期および中期三畳紀の前期を示す放散虫化石2017

    • Author(s)
      指田勝男、佐野弘好、堀田千二海、上松佐知子
    • Organizer
      日本古生物学会2017年年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 新潟県佐渡島の鶴子層から産する中新世放散虫化石2017

    • Author(s)
      川谷文子、指田勝男、上松佐知子、甲能直樹
    • Organizer
      日本古生物学会2017年年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 連続フロー型同位体質量分析装置を用いた無機固体試料の酸素同位体比分析2017

    • Author(s)
      丸岡照幸
    • Organizer
      第65回質量分析学会総合討論会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Groundwater flow system in Fukushima Prefecture traced by tritium-3He and 129I dating methods2017

    • Author(s)
      桜庭 真依子、角野 浩史、丸岡 照幸、松崎 浩之、楠野 葉瑠香、川本 万里奈、徳山裕憲、小豆川 勝美、堀 まゆみ
    • Organizer
      日本地球惑星科学連合2017年大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 寒冷化を伴う大量絶滅イベント:同位体比組成からの制約-オルドビス紀末イベントを典型例として2017

    • Author(s)
      丸岡 照幸、上松 佐知子、指田 勝男、Mat Niza
    • Organizer
      日本地球惑星科学連合2017年大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] タイ中央部の石炭系硫酸塩岩体の形成史2017

    • Author(s)
      黒田 潤一郎、原 英俊、上野 勝美、Charoentitirat Thasinee、丸岡 照幸、宮崎 隆、宮東 照、Lugli Stefano
    • Organizer
      日本地球惑星科学連合2017年大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 硫化水素泉の湧出する鍾乳洞で生成された石膏の硫黄・酸素同位体組成:古環境指標としての可能性2017

    • Author(s)
      丸岡 照幸
    • Organizer
      2017年日本地球化学会第64回年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 熱分解型元素分析装置付き同位体質量分析システムによる固体試料無機酸素同位体比分析2017

    • Author(s)
      丸岡 照幸
    • Organizer
      日本質量分析学会同位体比部会研究会
    • Related Report
      2017 Annual Research Report
  • [Book] Astrobiology-From the Origins of Life to the Search for Extraterrestrial Intelligence2019

    • Author(s)
      Maruoka, Teruyuki
    • Total Pages
      465
    • Publisher
      Springer, Singapore
    • ISBN
      9789811336386
    • Related Report
      2019 Annual Research Report
  • [Book] Ancient West Asian Civilization, Chapter 42017

    • Author(s)
      Ryo Anma , Teruyuki Maruoka
    • Total Pages
      228
    • Publisher
      Springer
    • Related Report
      2017 Annual Research Report
  • [Remarks] TSUKUBA JOURNAL

    • URL

      https://www.tsukuba.ac.jp/journal/biology-environment/20200214140041.html

    • Related Report
      2021 Annual Research Report
  • [Remarks] SPring-8 研究成果・トピックス

    • URL

      http://www.spring8.or.jp/ja/news_publications/research_highlights/no_100/

    • Related Report
      2021 Annual Research Report
  • [Remarks] IGCP668

    • URL

      https://swern001.wixsite.com/igcp668

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] IGCP668: Equatorial Gondwanan History and Early Palaeozoic Evolutionary Dynamics, 2021 annual meting2021

    • Related Report
      2021 Annual Research Report

URL: 

Published: 2017-04-28   Modified: 2023-01-30  

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