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Estimation and mechanism on reduction of emerging contaminants in wastewater treatment

Research Project

Project/Area Number 23360234
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Civil and environmental engineering
Research InstitutionKyoto University

Principal Investigator

TANAKA Hiroaki  京都大学, 工学(系)研究科(研究院), 教授 (70344017)

Co-Investigator(Kenkyū-buntansha) YAMASHITA Naoyuki  京都大学, 大学院・工学研究科, 講師 (90391614)
NAKADA Norihide  京都大学, 大学院・工学研究科, 助教 (00391615)
IHARA Masaru  京都大学, 大学院・工学研究科, 特定研究員 (70450202)
ヴィマール クマール  京都大学, 工学(系)研究科(研究院), 研究員 (00605230)
VIMAL Kumar  京都大学, 工学研究科, GCOE研究員
Co-Investigator(Renkei-kenkyūsha) YASOJIMA Makoto  島津テクノリサーチ, 専門課長
KIM Ilho  韓国, 建設技術院, 主任研究員
AZUMA Takashi  大阪薬科大学, 大学院・薬学研究科, 助手
Project Period (FY) 2011-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥18,980,000 (Direct Cost: ¥14,600,000、Indirect Cost: ¥4,380,000)
Fiscal Year 2013: ¥5,850,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥1,350,000)
Fiscal Year 2012: ¥5,850,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥1,350,000)
Fiscal Year 2011: ¥7,280,000 (Direct Cost: ¥5,600,000、Indirect Cost: ¥1,680,000)
Keywords下水処理 / 医薬品類 / ナノ粒子 / 抗インフルエンザ薬 / フラーレン / 除去率 / 環境影響 / 活性汚泥法 / 物理化学処理 / エストロゲン / 生理活性物質 生理活性物質 / 活性汚泥 / 汚泥消化 / 生理活性物質
Research Abstract

This study developed analytical methodology of fullerene nanoparticles in wastewater, investigated their fate in the activated sludge process and evaluated their adverse effects on water environment and wastewater treatment. Then, the fate of pharmaceuticals shifted to sewage sludge during sewage treatment was investigated in anaerobic digestion processes. Estimation methodology of influenza patient numbers was also studied from change in the concentrations of anti-influenza virus drugs detected in influent sewages in a sewage treatment plants. Finally, reduction levels of pharmaceuticals in treated sewage by ozonation, ultraviolet irradiation and advanced oxidation process were reviewed from literatures.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (60 results)

All 2014 2013 2012 2011 Other

All Journal Article (19 results) (of which Peer Reviewed: 7 results) Presentation (37 results) (of which Invited: 6 results) Book (3 results) Remarks (1 results)

  • [Journal Article] Optimization of Solid-phase Extraction and Liquid Chromatography – Tandem Mass Spectrometry for2014

    • Author(s)
      AZUMA, T., NAKADA, N., YAMASHITA, N., TANAKA, H.
    • Journal Title

      International Journal of Analytical Chemistry

      Volume: 未定

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 医薬品および化粧品などの残留医薬品類の管理動向およびオゾン処理の有効性2014

    • Author(s)
      金一昊、田中宏明
    • Journal Title

      用水と廃水

      Volume: 56 Pages: 273-282

    • Related Report
      2013 Annual Research Report
  • [Journal Article] 下水道での化学物質リスク管理に関する進展と今後の期待2014

    • Author(s)
      田中宏明
    • Journal Title

      化学物質と環境

      Volume: 123 Pages: 1-3

    • Related Report
      2013 Annual Research Report
  • [Journal Article] pH, ionic strength and dissolved organic matter alter aggregation of fullerene C(60) nanoparticles suspensions in wastewater2013

    • Author(s)
      Y. Yang, N. Nakada, R. Nakajima, M. Yasojima, C. Wang, H. Tanaka
    • Journal Title

      Journal of Hazardous Materials

      Volume: 15 Pages: 582-587

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
  • [Journal Article] Adsorption of fullerene nC60 on activated sludge : kinetics, equilibrium and influencing factors2013

    • Author(s)
      Y. Yang, N. Nakada, H. Tanaka
    • Journal Title

      Chemical Engineering Journal

    • NAID

      120005245058

    • Related Report
      2013 Final Research Report
  • [Journal Article] Phase distribution and removal of pharmaceuticals and personal care products during anaerobic sludge Digestion2013

    • Author(s)
      Narumiya, M, Nakada, N., Yamashita, N., Tanaka, H
    • Journal Title

      Journal of Hazardous Materials

      Volume: 260 Pages: 305-312

    • Related Report
      2013 Final Research Report
  • [Journal Article] Mass Balance of Anti-influenza Drugs Discharged into the Yodo River System2013

    • Author(s)
      Azuma, T., Nakada, N., Yamashita, N., Tanaka, H
    • Journal Title

      Japan, under an Influenza Outbreak, Chemosphere

      Volume: 93 Pages: 1672-7

    • Related Report
      2013 Final Research Report
  • [Journal Article] Phase distribution and removal of pharmaceuticals and personal care products during anaerobic sludge digestion2013

    • Author(s)
      Takashi Azuma, Norihide Nakada, Naoyuki Yamashita, Hiroaki Tanaka
    • Journal Title

      Journal of Hazardous Materials

      Volume: 260C Pages: 305-312

    • DOI

      10.1016/j.jhazmat.2013.05.032

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mass balance of anti-influenza drugs discharged into the Yodo River system, Japan, under an influenza outbreak2013

    • Author(s)
      Takashi Azuma, Norihide Nakada, Naoyuki Yamashita, Hiroaki Tanaka
    • Journal Title

      Chemosphere

      Volume: 93 Issue: 9 Pages: 1672-7

    • DOI

      10.1016/j.chemosphere.2013.05.025

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 下水処理プロセスにおける医薬品類の存在状況と分解・除去性2013

    • Author(s)
      成宮正倫,田中宏明
    • Journal Title

      学会誌EICA

      Volume: 17 Pages: 49-53

    • NAID

      10031154948

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Adsorption of fullerene nC60 on activated sludge: kinetics, equilibrium and influencing factors2013

    • Author(s)
      Yongkui Yang
    • Journal Title

      Chemical Engineering Journal

      Volume: 受理

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 下水処理プロセスにおける医薬品類の存在状況と分解・除去性2013

    • Author(s)
      成宮倫也
    • Journal Title

      学会誌EICA

      Volume: 17

    • Related Report
      2012 Annual Research Report
  • [Journal Article] Toxicity of Aqueous Fullerene nC(60) to Activated Sludge : Nitrification Inhibition and Microtox Test2012

    • Author(s)
      Yang, Y., Nakada, N., Nakajima, R., Wang, C., Tanaka, H
    • Journal Title

      Journal of Nanomaterials

      Volume: 512956 Pages: 6-6

    • NAID

      120005540428

    • Related Report
      2013 Final Research Report
  • [Journal Article] Synchronous Transition of Observed and Predicted Values of Anti-influenza drugs in Environmental Waters during a Seasonal Influenza Outbreak2012

    • Author(s)
      Azuma, T., Nakada, N., Yamashita, N., Tanaka, N
    • Journal Title

      Environmental Science & Technology

      Volume: 46 Pages: 12873-12881

    • Related Report
      2013 Final Research Report 2012 Annual Research Report
  • [Journal Article] De-conjugation behavior of conjugated estrogens in the raw sewage, activated sludge and river water2012

    • Author(s)
      Kumar, V
    • Journal Title

      Journal of Hazardous Materials

      Volume: 227-228 Pages: 49-54

    • DOI

      10.1016/j.jhazmat.2012.04.078

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Toxicity of Aqueous Fullerene nC(60) to Activated Sludge: Nitrification Inhibition and Microtox Test2012

    • Author(s)
      Yongkui Yang
    • Journal Title

      Journal of Nanomaterials

      Volume: 2012 Issue: 1

    • DOI

      10.1155/2012/512956

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 河川環境へと流出する抗インフルエンザ薬成分の環境動態-下水処理場における高度処理の重要性-2012

    • Author(s)
      東剛志
    • Journal Title

      安全工学

      Volume: 51 Pages: 282-289

    • Related Report
      2012 Annual Research Report
  • [Journal Article] How seasonality affects the flow of estrogens and their conjugates in one of Japan's most populous catchments2011

    • Author(s)
      V.Kumar, N.Nakada, N.Yamashita, A.C.Johnson, H.Tanaka
    • Journal Title

      Environmental Pollution

      Volume: 159 Issue: 10 Pages: 2906-2912

    • DOI

      10.1016/j.envpol.2011.04.038

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 下水中の抗インフルエンザ薬成分を用いた疫学調査手法の検討

    • Author(s)
      東剛志, 菅原民枝, 中田典秀, 山下尚之, 三野芳紀, 田中宏明, 大日康史
    • Journal Title

      環境技術

      Pages: 226-232

    • NAID

      130004869109

    • Related Report
      2013 Final Research Report
  • [Presentation] The Utilization of SUVA as an Indicator for Pharmaceuticals Removal during UV2013

    • Author(s)
      I.H. Kim, H. Tanaka
    • Organizer
      O3 and AOPs, 2013 IOA-IUVA World Congress
    • Place of Presentation
      Las Vegas, USA
    • Year and Date
      2013-09-24
    • Related Report
      2013 Final Research Report
  • [Presentation] Ecological Risk Evaluation of Pharmaceuticals and Personal Care Products in the Water Environment using a battery of aquatic organism bioassays2012

    • Author(s)
      N. Yamashita, T. Kawakami, H. Tanaka
    • Organizer
      The 21st Joint KAIST-KU-NTU-NUS Symposium on Environmental Engineering
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      2012-07-13
    • Related Report
      2013 Final Research Report
  • [Presentation] Adsorption behavior of fullerene nanoparticle in the biological wastewater treatment2012

    • Author(s)
      楊永奎, 中田典秀, 中島良司, 嶋田真次, 田中宏明
    • Organizer
      第46回日本水環境学会年会
    • Place of Presentation
      東洋大学白山第二キャンパス(東京都)
    • Year and Date
      2012-03-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] 水環境保全に向けた微量化学物質の制御とその分析2012

    • Author(s)
      田中宏明
    • Organizer
      第55回日本環境化学会講演会
    • Place of Presentation
      タワーホール船堀(東京都)(招待講演)
    • Year and Date
      2012-02-24
    • Related Report
      2011 Annual Research Report
  • [Presentation] 微量化学物質による水環境問題とは?~内分泌かく乱物質から医薬品まで~2012

    • Author(s)
      田中宏明
    • Organizer
      第57回日本水環境学会セミナー「微量化学物質による水環境問題の最新動向」
    • Place of Presentation
      自動車会館(東京都)(招待講演)
    • Year and Date
      2012-01-26
    • Related Report
      2011 Annual Research Report
  • [Presentation] Adsorption of Nano fullerene on activated sludge2011

    • Author(s)
      楊永奎, 中田典秀, 田中宏明
    • Organizer
      GCOE Seminar on Occurrence and Management on Emerging Contaminants in Japan and UK
    • Place of Presentation
      流域圏総合環境質研究センター(大津市)
    • Year and Date
      2011-12-03
    • Related Report
      2011 Annual Research Report
  • [Presentation] 水循環系における都市排水由来の新規汚染物質問題2011

    • Author(s)
      田中宏明
    • Organizer
      平成23年度水処理生物学会、シンポジウム『水の利用可能性と環境微生物』
    • Place of Presentation
      立命館大学(草津市)(招待講演)
    • Year and Date
      2011-11-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] Concentration Prediction of Estrogens in Yodo River Basin and Their Associated Risk to the Aquatic Life2011

    • Author(s)
      V.Kumar, N.Nakada, N.Yamashita, H.Tanaka
    • Organizer
      IWA-ASPIRE
    • Place of Presentation
      東京国際フォーラム(東京都)
    • Year and Date
      2011-10-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] The fate and distribution of pharmaceuticals and personal care products in sewage treatment plants2011

    • Author(s)
      Masanori Narumiya, Norihide Nakada, Naoyuki Yamashita, Hiroaki Tanaka
    • Organizer
      The 4th IWA-ASPIRE Conference & Exhibition
    • Place of Presentation
      東京国際フォーラム(東京都)
    • Year and Date
      2011-10-04
    • Related Report
      2011 Annual Research Report
  • [Presentation] 国内外における下水汚泥からの医薬品類の検出状況2011

    • Author(s)
      成宮正倫, 中田典秀, 山下尚之, 田中宏明
    • Organizer
      第14回日本水環境学会シンポジウム
    • Place of Presentation
      東北工業大学(仙台市)
    • Year and Date
      2011-09-10
    • Related Report
      2011 Annual Research Report
  • [Presentation] Emerging pollution derived from daily life activities in the water environment2011

    • Author(s)
      H. Tanaka, T. Azuma, G. Gopal Chandra, N., N. Yamashita
    • Organizer
      Seoul International Symposium on Waterworks 2011
    • Place of Presentation
      韓国, ソウル
    • Year and Date
      2011-09-01
    • Related Report
      2013 Final Research Report
  • [Presentation] Emerging pollution derived from daily life activities in the water environment2011

    • Author(s)
      Hiroaki Tanaka, Takashi Azuma, Ghosh Gopal Chandra, Norihide Nakada, Naoyuki Yamashita
    • Organizer
      Seoul International Symposium on Waterworks 2011
    • Place of Presentation
      大韓商工会議所(韓国)(招待講演)
    • Year and Date
      2011-09-01
    • Related Report
      2011 Annual Research Report
  • [Presentation] 下水処理場における汚泥処理を含めた医薬品類の存在実態2011

    • Author(s)
      成宮正倫, 中田典秀, 山下尚之, 田中宏明
    • Organizer
      第48回下水道研究発表会
    • Place of Presentation
      東京ビッグサイト(東京都)
    • Year and Date
      2011-07-28
    • Related Report
      2011 Annual Research Report
  • [Presentation] 多種環境試料中の医薬品類分析における代替サロゲート法の適用2011

    • Author(s)
      成宮正倫, 中田典秀, 小西千絵, 宝輪勲, 田中宏明
    • Organizer
      第20回環境化学討論会
    • Place of Presentation
      熊本県立大学(熊本市)
    • Year and Date
      2011-07-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] Investigations on the fate of pharmaceuticals and personal care products during activated sludge treatment2011

    • Author(s)
      M.Narumiya, K.Sato, T.Okuda, N.Nakada, N.Yamashita, M.Sueoka, T.Oiwa, H.Tanaka
    • Organizer
      7th IWA specialist conference Assessment and control of micropollutants / hazardous substances in water
    • Place of Presentation
      ニューサウスウェールズ大学(オーストラリア)
    • Year and Date
      2011-07-11
    • Related Report
      2011 Annual Research Report
  • [Presentation] 淀川水系における抗がん剤成分の挙動把握

    • Author(s)
      東剛志、井ノ山智美、寺西裕亮、石打浩隆、山岡美里、三野芳紀、中田典秀、,山下尚之、田中宏明
    • Organizer
      京都大学環境衛生工学研究会 第35回シンポジウム
    • Place of Presentation
      京都、京都大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Occurrence and Removal of the Free and Conjugated Estrogens in Activated Sludge Processes

    • Author(s)
      V. Kumar, N. Yamashita, N. Nakada, A.C. Johnson, H. Tanaka
    • Organizer
      IWA Micropol & Ecohazard
    • Place of Presentation
      Zurich, Switzerland
    • Related Report
      2013 Annual Research Report
  • [Presentation] Adsorption behaviour of fullerene aggregate on wastewater sludge: role of sludge properties

    • Author(s)
      Yongkui Yang, Norihide Nakada, Hiroaki Tanaka
    • Organizer
      Micropol & Ecohazard 2013
    • Place of Presentation
      Zurich, Switzerland
    • Related Report
      2013 Annual Research Report
  • [Presentation] Modelling the fate of emerging fullerene C60 nanoparticles in the activated sludge process: adsorption behavior on the primary and activated sludges

    • Author(s)
      Yongkui Yang, Norihide Nakada, Hiroaki Tanaka
    • Organizer
      The 22nd Joint KAIST-KU-NTU-NUS Symposium on Environmental Engineering
    • Place of Presentation
      Seoul, Korea
    • Related Report
      2013 Annual Research Report
  • [Presentation] Native wastewater colloids and intended fullerene nanoparticles: aggregation in water and removal by coagulation-flocculation process

    • Author(s)
      Yongkui Yang, Norihide Nakada, Hiroaki Tanaka
    • Organizer
      The International Workshop on Advances in Coagulation Science and Technology
    • Place of Presentation
      Beijing,China
    • Related Report
      2013 Annual Research Report
  • [Presentation] The Utilization of SUVA as an Indicator for Pharmaceuticals Removal during UV, O3 and AOPs

    • Author(s)
      I.H. Kim, H. Tanaka
    • Organizer
      2013 IOA-IUVA World Congress
    • Place of Presentation
      Las Vegas, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Comparative Study on the Degradability of 30 Different Pharmaceuticals and Personal Care Products by O3

    • Author(s)
      I.H. Kim, H. Tanaka
    • Organizer
      2013 IOA-IUVA World Congress
    • Place of Presentation
      Las Vegas, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] 健全な水循環システムを維持していくために上下水道事業者が取り組むべき課題の視点から

    • Author(s)
      田中宏明
    • Organizer
      京都府水循環プラットフォーム創立記念シンポジウムパネルディスカッション「これからの上下水道事業者の課題と連携」
    • Place of Presentation
      京都市、メルパルク京都
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 水環境改善に向けた取り組みについて

    • Author(s)
      田中宏明
    • Organizer
      第597回建設技術講習会上水道行政の課題・下水道行政の課題
    • Place of Presentation
      新潟、新潟県自治会館
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 生活にからむ水環境汚染の課題と今後の展望

    • Author(s)
      田中宏明
    • Organizer
      京都大学公開講座「リサイクルシステム論-環境と資源の保全に向けた科学・技術・政策」
    • Place of Presentation
      京都、京都大学
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Occurrences and Fates of Emerging Contaminants in the Water Environment and their remediation

    • Author(s)
      Hiroaki TANAKA,Masaru IHARA, Seiichiro OKAMOTO, Andrew JOHNSON, Monika JÜRGENS
    • Organizer
      The 16th annual meeting of JSEDR
    • Place of Presentation
      Hongo Campus (Sanjo Conference Hall) ,THE UNIVERSITY OF TOKYO
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 下水からの水環境水質リスクとその低減化技術の最新動向

    • Author(s)
      田中宏明
    • Organizer
      造水シンポジウム2 0 1 3、河川環境を健全に維持するための汚濁物質水質規制の最新動向と各種の造水技術
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 都市生活由来物質の流域水質管理

    • Author(s)
      田中宏明
    • Organizer
      流域水管理研究会
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] 下水処理場における医薬品類の日内濃度変動把握とサンプリング方法に関する考察

    • Author(s)
      成宮倫也
    • Organizer
      第21回環境化学討論会
    • Place of Presentation
      松山
    • Related Report
      2012 Annual Research Report
  • [Presentation] Removal of Natural Estrogens in Various Advanced Treatment Methods

    • Author(s)
      Kumar V
    • Organizer
      第2回21世紀型都市水循環系の構築のための水再生技術の開発と評価に関するシンポジウム
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] Impact of pH and ionic strength on aggregation of fullerene nanoparticle suspension

    • Author(s)
      Yongkui Yang
    • Organizer
      IWA World Water Congress & Exhibition、Busan, Korea
    • Place of Presentation
      プサン、韓国
    • Related Report
      2012 Annual Research Report
  • [Presentation] Occurrence and Behavior of Oseltamivir and its Active Metabolite Oseltamivir Carboxylate, Zanamivir and Amantadine in the Yodo River Basin, Japan

    • Author(s)
      Azuma T
    • Organizer
      SETAC Asia / Pacific 2012, Learning from History and Applying Advancing Science
    • Place of Presentation
      熊本
    • Related Report
      2012 Annual Research Report
  • [Presentation] 下水及び河川中に存在する抗インフルエンザ薬タミフル及びその活性代謝物、リレンザの定量解析

    • Author(s)
      東剛志
    • Organizer
      衛生薬学フォーラム2012
    • Place of Presentation
      名古屋
    • Related Report
      2012 Annual Research Report
  • [Presentation] Determination of Endocrine Disrupting Chemicals in Different Sewage Treatment Plants in the UK

    • Author(s)
      Kumar V
    • Organizer
      14th Annual Scientific Workshop, UK-Japan Co-operation for Research on Endocrine Disrupters in the Aquatic Environment
    • Place of Presentation
      ウインザ、英国
    • Related Report
      2012 Annual Research Report
  • [Presentation] A risk assessment approach using reliability analysis for pharmaceuticals in discharge from sewage treatment plants

    • Author(s)
      Yamashita N
    • Organizer
      "Tsinghua University-Kyoto University Symposium on Research and Education
    • Place of Presentation
      シンセン、中国
    • Related Report
      2012 Annual Research Report
  • [Presentation] 水環境汚染因子の下水道での挙動と下水道システムでの対策での挙動と下水道システムでの対策

    • Author(s)
      田中宏明
    • Organizer
      土木学会環境学委員会第1回国土交通省との意見交換会
    • Place of Presentation
      東京
    • Related Report
      2012 Annual Research Report
  • [Presentation] 下水処理プロセスにおける医薬品類の除去性・挙動

    • Author(s)
      成宮倫也
    • Organizer
      水再生利用とそのシステムに関する合同シンポジウム
    • Place of Presentation
      京都
    • Related Report
      2012 Annual Research Report
  • [Book] 水環境汚染因子の下水道での挙動と下水道システムでの対策、今後の水環境保全に貢献する解析・管理手法等に関する調査業務報告書2014

    • Author(s)
      田中宏明
    • Total Pages
      16
    • Publisher
      国土交通省水管理・国土保全局下水道部
    • Related Report
      2013 Annual Research Report
  • [Book] 水処理技術が拓く21世紀型水循環社会への挑戦, 排水・汚水処理技術集成2013

    • Author(s)
      田中宏明
    • Publisher
      NTS
    • Related Report
      2013 Final Research Report
  • [Book] 水処理技術が拓く21世紀型水循環社会への挑戦、排水・汚水処理技術集成vol.22013

    • Author(s)
      田中宏明
    • Total Pages
      13
    • Publisher
      NTS
    • Related Report
      2013 Annual Research Report
  • [Remarks] 環境質予見分野

    • URL

      http://www.eqc.kyoto-u.ac.jp/prediction_lab/index.html

    • Related Report
      2012 Annual Research Report

URL: 

Published: 2011-04-06   Modified: 2019-07-29  

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