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Development of AUV for Whale following

Research Project

Project/Area Number 14205146
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field 海洋工学
Research InstitutionThe University of Tokyo

Principal Investigator

NOSE Yoshiaki  The University of Tokyo, Institute of Industrial Science, Research Associate, 生産技術研究所, 助手 (10114604)

Co-Investigator(Kenkyū-buntansha) URA Tamaki  The University of Tokyo, Institute of Industrial Science, Professor, 生産技術研究所, 教授 (60111564)
ASADA Akira  The University of Tokyo, Institute of Industrial Science, Professor, 生産技術研究所, 教授 (60323648)
YANAGISAWA Masao  Waseda University, Department of Computer Engineering and Network Engineering, Professor, 理工学部, 教授 (30170781)
KOJIMA Junichi  KDDI R & D Laboratories Inc., Project leader (Researcher), プロジェクト・リーダー(研究員)
AKAMATSU Tomonari  National Research Institute of Fisheries Engineering, Chief Scientist, 水産工学研究所, 主任研究員 (00344333)
藤井 輝夫  東京大学, 生産技術研究所, 助教授 (30251474)
浅川 賢一  海洋科学技術センター, 海洋技術研究部, 主任研究員
Project Period (FY) 2002 – 2004
Project Status Completed (Fiscal Year 2004)
Budget Amount *help
¥36,790,000 (Direct Cost: ¥28,300,000、Indirect Cost: ¥8,490,000)
Fiscal Year 2004: ¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000)
Fiscal Year 2003: ¥11,830,000 (Direct Cost: ¥9,100,000、Indirect Cost: ¥2,730,000)
Fiscal Year 2002: ¥15,730,000 (Direct Cost: ¥12,100,000、Indirect Cost: ¥3,630,000)
KeywordsWhale Observation / Sperm Whale / Humpback Whale / Autonomous Underwater vehicle / AUV / click / Acoustic Tracking / Classification / 鳴音 / 海中ロボット / クリック音
Research Abstract

There are few studies on the behavior of whales in underwater. Conventional whale observation from ships gives us only the knowledge of their behavior on ocean surface. Recently new methods using satellite system and suction-cup-TDR tag system have been developed. Satellite system is effective for tracking whales on surface, but this system can not collect any data of whales in underwater. On the other hand, suction-cup TDR tag is effective for collecting data of whales not only on surface but in underwater, however it must be physically attached to a whale by researcher. The other problem is that tag is sometimes lost after it was apart from a whale. Consequently whale's behavior in underwater remains still uncertain to us, thus establishment of a new method which can be utilized for observing whale's behavior on surface and in underwater is expected.
In this research, we proposed new whales observation system using AUV(Autonomous Underwater Vehicle) as an underwater platform. The resu … More lts of several sea trials show that the realized system works effectively.
Most whales have particular sounds called vocalizations or clicks. Male humpback whales sing songs composed by complicated phrases. Sperm whales are known that they emit loud impulsive broadband sounds called clicks during their diving to a deep water. We analyzed their acoustic data using signal processing techniques and develop new compact acoustic system based on passive sonar for implementing to AUV. Using this system, AUV can get direction and depth information of each whales in underwater to classify and follow them in sub-real time.
For the purpose of observing sperm whale's diving behavior, we did sea trials in 2002 and 2003 off Ogasawara Islands and improved the system. In September 2004, we finally could deploy AUV and collect some data with this system. The result of data analysis indicates this system is suitable for sperm whale following using AUV.
For the purpose of observing humpback whales behavior, we collected sound data and established new sound model. The result of data sampling test indicates this model is appropriate to be used for classification of humpback whales. Next, we rebuild this model to more compact device to implement to AUV and track humpback whales using AUV.
Based on this research, a river dolphin observation project using acoustic system has been started.
For future works, we would like to propose carrying out sustainable whale observations using this system off Ogasawara Islands and off Okinawa Islands. Less

Report

(4 results)
  • 2004 Annual Research Report   Final Research Report Summary
  • 2003 Annual Research Report
  • 2002 Annual Research Report
  • Research Products

    (47 results)

All 2005 2004 2003 2002 Other

All Journal Article (39 results) Publications (8 results)

  • [Journal Article] FPGAによる海洋生物のための音声解析システムの実装2005

    • Author(s)
      清水友樹, Rajendar Bahl, 坂田雅雄, 浦環, 柳澤政生
    • Journal Title

      電子情報通信学会定期講演会予稿集

      Pages: 19-24

    • NAID

      110003295388

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] FPGA-based Sound Analysis System for the Marine Organism2005

    • Author(s)
      T.Shimizu, R.Bahl, M.Sakata, T.Ura, M.Yanagisawa
    • Journal Title

      Technical Report of IEICE, Tokyo, Japan

      Pages: 19-24

    • NAID

      110003295388

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 自律型海中ロボットによるマッコウクジラの観測システムの開発2005

    • Author(s)
      浦環, 小島淳一, 坂田雅雄, Rajendar Bahl, 能勢義昭他9名
    • Journal Title

      Blue Earth'04 第21回しんかいシンポジウム予稿集,横浜

      Pages: 112-112

    • Related Report
      2004 Annual Research Report
  • [Journal Article] FPGAによる海洋生物のための音声解析システムの実装2005

    • Author(s)
      清水友樹, Rajendar Bahl, 坂田雅雄, 浦環, 柳澤政生
    • Journal Title

      電子情報通信学会定期講演会予稿集,東京

      Pages: 19-24

    • NAID

      110003295388

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 2本のハイドロフォンアレイで計測されたクリック音の到達時間差によるマッコウクジラの自動識別2004

    • Author(s)
      浦環, Rajendar Bahl, 中谷武志, 鈴木英之
    • Journal Title

      生産研究 Vol.56,No.6

      Pages: 475-478

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 2組のハイドロフォンアレイを使ったマッコウクジラの潜水行動の推定2004

    • Author(s)
      浦環, Rajendar Bahl, 坂田雅雄, 小島淳一
    • Journal Title

      生産研究 Vol.56,No.6

      Pages: 471-474

    • NAID

      110001066474

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 鳴音データの解析によるヨウスコウカワイルカの潜水行動およびバイオソナー特性の推定2004

    • Author(s)
      浦環, Rajendar Bahl, 矢野正人, 赤松友成, D.Wang, K.Wang
    • Journal Title

      生産研究 Vol.56,No.6

      Pages: 467-470

    • NAID

      110001066473

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Autonomous Classification of Diving Sperm Whales by Analysis of Click Time Delay using Two Hydrophones2004

    • Author(s)
      Rajendar Bahl, 中谷武志, 浦環, 坂田雅雄
    • Journal Title

      Proc.Oceans'04(OTO'04), Kobe, Japan

      Pages: 2316-2320

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Annual Research Report 2004 Final Research Report Summary
  • [Journal Article] Development of AUV-based system for acoustic tracking diving sperm whales2004

    • Author(s)
      浦環, Rajendar Bahl, 坂田雅雄, 小島淳一, 福地鉄雄, 浦純也, 森恭一, 中谷武志, 能勢義昭, 杉松治美
    • Journal Title

      Proc.Oceans'04(OTO'04), Kobe, Japan

      Pages: 2302-2307

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Passive tracking of multiple diving sperm whales using single hydrophones at two mobile locations2004

    • Author(s)
      Rajendar Bahl, 中谷武志, 浦環, 小島淳一, 福地鉄雄, 坂田雅雄, 能勢義昭, 浦純也, 森恭一, 杉松治美, 柳澤政生, 鈴木英之
    • Journal Title

      Abstracts of.147th Meeting Acoustical Society of America, N.Y, USA

      Pages: 2518-2519

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Acoustic Tracking of Sperm Whales using Two Sets of Hydrophone Array2004

    • Author(s)
      浦環, 坂田雅雄, Rajendar Bahl, 小島淳一, 福地鉄雄, 浦純也, 能勢義昭, 杉松治美, 森恭一, 中谷武志, 柳澤政生
    • Journal Title

      Proc.UT'04,Taipei. Taiwan

      Pages: 103-107

    • NAID

      110000244361

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] 2組のハイドロフォンアレイを用いたマッコウクジラの追跡観測実験2004

    • Author(s)
      浦環, Rajendar Bahl, 坂田雅雄, 能勢義昭, 福地鉄雄, 小島淳一, 浦純也, 杉松治美, 中谷武志
    • Journal Title

      生産研究 Vol.56,No.2

      Pages: 157-160

    • NAID

      110000244361

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Automatic Classification of Diving Sperm Whales by Analysis of Click Time Delay using Two Hydrophones2004

    • Author(s)
      T.Ura, R.Bahl, T.Nakatani, H.Suzuki
    • Journal Title

      SEISANKENKYU Vol.56, No.6

      Pages: 475-478

    • NAID

      110001066475

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Estimation of Diving Behabior of Multiple Sperm Whales by a Pair of Hydrophone Arrays2004

    • Author(s)
      T.Ura, R.Bahl, M.Sakata, J.Kojima
    • Journal Title

      SEISANKENKYU Vol.56, No.6

      Pages: 471-474

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Estimation of Dive Behavior and Bio-sonar Characteristics of Free-ranging Baiji (Lipotes vexillifer) Based on Acoustic Data2004

    • Author(s)
      T.Ura, R.Bahl, M.Yano, T.Akamatsu, D.Wang, K.Wang
    • Journal Title

      SEISANKENKYU Vol.56, No.6

      Pages: 467-470

    • NAID

      110001066473

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Autonomous Classification of Diving Sperm Whales by Analysis of Click Time Delay using Two Hydrophones2004

    • Author(s)
      R.Bahl, T.Nakatani, T.Ura, M.Sakata
    • Journal Title

      Proc.Oceans'04(OTO'04), Kobe, Japan

      Pages: 2316-2320

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Development of AUV-based system for acoustic tracking of diving sperm whales2004

    • Author(s)
      T.Ura, R.Bahl, M.Sakata, J.Kojima, T.Fukuchi, K.Mori, T.Nakatani, Y.Nose, H.Sugimatsu
    • Journal Title

      Proc.Oceans'04(OTO'04), Kobe, Japan

      Pages: 2302-2307

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Passive tracking of multiple diving sperm whales using single hydrophones at two mobile locations2004

    • Author(s)
      R.Bahl, T.Nakatani, T.Ura, J.Kojima, T.Fukuchi, M.Sakata, Y.Nose, J.Ura, K.Mori, H.Sugimatsu, M.Yanagisawa, H.Suzuki
    • Journal Title

      Abstracts of.147th Meeting Acoustical Society of America, N.Y, USA

      Pages: 2518-2519

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Acoustic Tracking of Sperm Whales using Two Sets of Hydrophone Array2004

    • Author(s)
      T.Ura, M.Sakata, R.Bahl, J.Kojima, T.Fukuchi, J.Ura, Y.Nose, H.Sugimatsu, K.Mori, T.Nakatani, M.Yanagisawa
    • Journal Title

      Proc.UT'04, Taipei.Taiwan

      Pages: 103-107

    • NAID

      110000244361

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Acoustic Tracking of Sperm Whales using Two Sets of Hydrophone Array2004

    • Author(s)
      浦環, 坂田雅雄, Rajendar Bahl, 小島淳一, 能勢義昭他6名
    • Journal Title

      Proc.UT'04, Taipei.Taiwan

      Pages: 103-107

    • NAID

      110000244361

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Passive tracking of multiple diving sperm whales using single hydrophones at two mobile locations2004

    • Author(s)
      Rajendar Bahl, 中谷武志, 浦環, 小島淳一, 能勢義昭他7名
    • Journal Title

      Abstracts of.147th Meeting Acoustical Society of America, N.Y. USA

      Pages: 2518-2519

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Development of AUV-based system for acoustic tracking of diving sperm whales2004

    • Author(s)
      浦環, Rajendar Bahl, 坂田雅雄, 小島淳一, 能勢義昭他5名
    • Journal Title

      Proc.Oceans'04(OTO'04), Kobe, Japan

      Pages: 2302-2307

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 2組のハイドロフォンアレイを使ったマッコウクジラの潜水行動の推定2004

    • Author(s)
      浦環, Rajendar Bahl, 坂田雅雄, 小島淳一
    • Journal Title

      生産研究 Vol.56,NO.6

      Pages: 471-474

    • NAID

      110001066474

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 2本のハイドロフォンアレイで計測されたクリック音の到達時間差によるマッコウクジラの自動識別2004

    • Author(s)
      浦環, Rajendar Bahl, 中谷武志, 鈴木英之
    • Journal Title

      生産研究 Vol.56,NO.6

      Pages: 475-478

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Results on Recognition of Individual Humpback Whales based on Vocalization Models2003

    • Author(s)
      欒剣, Rajendar Bahl, 浦環, 赤松友成, 山口真名美, 坂巻隆, 森恭一
    • Journal Title

      Abstracts of 15th Biennial Conference on the Biology of Marine Mammals, Greensboro, USA

      Pages: 98-98

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Real-Time Classification and Tracking of Sperm Whales in a Multi-Whale Scenario2003

    • Author(s)
      Bahl Rajendar, 浦環, 浦純也, 能勢義昭, 福地鐵雄, 小島淳一, 森恭一, 坂田雅雄, 杉松治美, 清水友樹, 柳澤政生
    • Journal Title

      Abstracts of 15th Biennial Conference on the Biology of Marine Mammals, Greensboro, USA

      Pages: 134-134

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] high-Frequency Vocalization of Free-Ranging Baiji Reveals its Underwater Behavior in Situ2003

    • Author(s)
      矢野正人, Bahl Rajendar, 浦環, 赤松友成, D.Wang, K.Wang
    • Journal Title

      Abstracts of 15th Biennial Conference on the Biology of Marine Mammals, Greensboro, USA

      Pages: 182-183

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Single-Hydrophone Method for Reconstructing Dynamic Behavior of Endangered Chinese River Dolphin2003

    • Author(s)
      Bahl Rajendar, 矢野正人, 赤松友成, 浦環, D.Wang, K.Wang
    • Journal Title

      Proc.Oceans'03,San Diego, USA

      Pages: 473-477

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Techniques for Segregation and Classification of Several Vocalizing Sperm Whales2003

    • Author(s)
      Bahl Rajendar, 浦環, 福地鉄雄
    • Journal Title

      Proc.Oceans'03,San Diego, USA

      Pages: 457-463

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Model-based Recognitions of Individual Humpback Whales From Their Vocalization Features2003

    • Author(s)
      欒剣, Rajendar Bahl, 浦環, 赤松友成, 山口真名美, 坂巻隆, 森恭一
    • Journal Title

      海洋工学シンポジウム講演集

      Pages: 443-448

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Automatic Real-time Segregation and Classification of Multiple Vocalizing Sperm Whales2003

    • Author(s)
      Bahl Rajendar, 浦環
    • Journal Title

      生産研究 Vol.55,No.3

      Pages: 297-300

    • NAID

      110000244258

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Single-Hydrophone Method for Reconstructing Dynamic Behavior of Endangered Chinese River Dolphin2003

    • Author(s)
      R.Bahl, M.Yano, T.Akamatsu, T.Ura, D.Wang, K.Wang
    • Journal Title

      Proc.Oceans'03, San Diego, USA

      Pages: 473-477

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Techniques for Segregation and Classification of Several Vocalizing Sperm Whales2003

    • Author(s)
      R.Bahl, T.Ura, T.Fukuchi
    • Journal Title

      Proc.Oceans'03, San Diego, USA

      Pages: 457-463

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Model-based Recognitions of Individual Humpback Whales From Their Vocalization Features2003

    • Author(s)
      J.Luan, R.Bahl, T.Ura, T.Akamatsu, M.Yamaguchi, T.Sakamaki, K.Mori
    • Journal Title

      Proc.of 17th Ocean Engineering Symposium, Tokyo, Japan

      Pages: 443-448

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Automatic Real-time Segregation and Classification of Multiple Vocalizing Sperm Whales2003

    • Author(s)
      R.Bahl, T.Ura
    • Journal Title

      SEISANKENKYU Vol.55, No.3

      Pages: 297-300

    • NAID

      110000244258

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Towards identification of sperm whales from their vocalizations2002

    • Author(s)
      Bahl Rajendar, 浦環, 福地鉄雄
    • Journal Title

      生産研究 Vol.54,No.6

      Pages: 409-413

    • NAID

      110000244201

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Approaching Whales by Autonomous Underwater Vehicle2002

    • Author(s)
      岩上寛, 浦環, 浅川賢一, 藤井輝夫, 能勢義昭, 小島淳一, 白崎勇一, 浅井輝之, 内田詮三, 東直人, 福地鐵雄
    • Journal Title

      Marine Technology Society Journal Vol.36,No.1

      Pages: 80-87

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Towards identification of sperm whales from their vocalizations2002

    • Author(s)
      R.Bahl, T.Ura, T.Fukuchi
    • Journal Title

      SEISANKENKYU Vol.54, No.6

      Pages: 409-413

    • NAID

      110000244201

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Approaching Whales by Autonomous Underwater Vehicle2002

    • Author(s)
      H.Iwakami, T.Ura, K.Asakawa, T.Fujii, Y.Nose, J.Kojima, Y.Shirasakai, T.Asai, S.Uchida, N.Hhigashi, T.Fukuchi
    • Journal Title

      Marine Technology Society Journal Vol.36, No.1

      Pages: 80-87

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Publications] 浦環: "自律型海中ロボットによるザトウクジラの音響トラッキング-慶良間諸島沖での試験と将来構想-"超音波TECHNO. Vol.15,No.3. 45-48 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Bahl Rajendar, 浦環: "Automatic Real-time Segregation and Classification of Multiple Vocalizing Sperm Whales"生産研究. Vol.55,No.3. 297-300 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 欒剣, Rajendar Bahl, 浦環, 赤松友成, 山口真名美, 坂巻隆, 森恭一: "Model - based Recognitions of Individual Humpback Whales From Their Vocalization Features"海洋工学シンポジウム講演集. 443-448 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Bahl Rajendar, 浦環, 福地鉄雄: "Techniques for Segregation and Classification of Several Vocalizing Sperm Whales"Proc. Oceans'03, San Diego, USA. 457-463 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Bahl Rajendar, 浦環, 浦純也, 能勢義昭, 福地鐵雄, 小島淳一, 森恭一, 坂田雅雄, 杉松治美, 清水友樹, 柳澤政生: "Real -Time Classification and Tracking of Speam Whales in a Multi-Whales Scenario"Abstracts of 15th Biennial Conference on the Biology of Marine Mammals, Greensboro, USA. 134 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 欒剣, Rajendar Bahl, 浦環, 赤松友成, 山口真名美, 坂巻隆, 森恭一: "Results on Recognition of Individual Humpback Whales based on Vocalization Models"Abstracts of 15th Biennial Conference on the Biology of Marine Mammals, Greensboro, USA. 98 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 岩上寛, 浦環, 浅川賢一, 藤井輝夫, 能勢義昭, 小島淳一, 白崎勇一, 浅田輝之, 内田詮三, 東直人, 福地鐵雄: "Approaching Whales by Autonomous Underwater Vehicle"Marine Technology Society Journal. Vol.36,No.1. 80-87 (2002)

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      2002 Annual Research Report
  • [Publications] Bahl Rajendar, 浦環, 福地鉄雄: "Towards identification of sperm whales from their vocalizations"生産研究. Vol.54,No.6. 409-413 (2002)

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      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2016-04-21  

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