Yi-Ying Ho 何宜穎

Research interest 研究領域

  • Ionospheric physics 電離層物理

  • Seismo-electronmagnetic phenomena 地震電磁現象

  • Satellite Data Analysis 衛星資料分析

Skills 技能專長

Matlab, Python

IDL, GMT, SQL

MS Office

Windows, Linux

Experience 經歷

  • Department of Geosciences, National Taiwan University, Taiwan
    國立台灣大學 地質科學系暨研究所

      • 2020.8 - 2021.2 Project Research Fellow計畫研究專員

      • 2019.10 - 2020.7 Postdoctoral Fellow 博士級研究人員

      • 2019.5 - 2019.7 Research Assistant 專任研究助理

        • 利用人工智慧機器學習技術建立電離層地震預測模式

  • Institute of Earth Sciences, Academia Sinica, Taiwan
    中央研究院 地球科學研究所

      • 2013.8- 2018.5 Postdoctoral Fellow 博士後研究

        • 利用法國DEMETER 衛星觀測全球大地震前後之電離層變化

        • 操作美國數值模式 SAMI3 模擬電離層在不同外加電場時的變化情形

        • 比較觀測與模擬結果嘗試建立地震電磁現象之機制模型

  • Taoyuan Tzu Chiang Junior High School, Taiwan
    桃園縣立自強國中

      • 2013.11- 2014.6 Lecturer, Natural Science Seminar 自然科研習 講師

        • 運動中的天體

        • 再生能源介紹

        • 桃園觀新藻礁介紹

  • Institute of Space Science, National Central University, Taiwan
    國立中央大學 太空科學研究所

      • 2012.9 - 2013.1 Research Assistant 專任研究助理

        • 利用統計方法分析地震前後閃電分布情形

        • 利用法國DEMETER 衛星觀測2010年智利地震前後之電離層變化

        • 分析GPS觀測之全電子含量於地震前後之變化

      • 2002.9 - 2006.6 Teaching Assistant 助教

        • 支援大學部課程

  • LPC2E/CNRS, France
    法國國家科學研究中心

      • 2009.3- 2010.3 Internal Collaboration. 國際合作學生

        • 分析法國DEMETER衛星之觀測結果。包括電場、電子密度、電子溫度及哨波分析。


Education 學歷及進修

  • 2019 Training, AI / Big data Scientist Class, Institute for Information Industry, Taiwan. 財團法人資訊工業策進會 AI / Big data 分析師養成班 進修

  • 2013 Ph.D, Institute of Space Science, National Central University, Taiwan. 國立中央大學 太空科學研究所 博士

  • 2004 M.S., Institute of Space Science, National Central University, Taiwan. 國立中央大學 太空科學研究所 碩士

  • 2002 B.S., Department of Physics, Fu Jen Catholic University, Taiwan. 天主教輔仁大學 物理學系 學士


Activities and Societies 活動及社團

Executive secretary, Student Association of Department of Physics, Fu Jen Catholic University, Taiwan. 天主教輔仁大學物理系學會 執行秘書

Participation of Projects 參與研究計畫

  • 科技部 在日冕、太陽風、磁層、星際空間及小型核融合裝置中之電漿湍流、波動及粒子加速的研究 2020-2021

  • 科技部 台灣地震前兆綜合觀測與理論模式之研究 2019

  • 科技部 台灣地震前兆分析與理論模式之潛在防災應用(III) 2017

  • 科技部 在太陽風、磁層、高層大氣及地殼中的粒子加熱、無線電輻射及電耦合物理過程 2015-2017

Journals 期刊論文

  1. Tsai, T. C., H. K. Jhuang, Y. Y. Ho, L. C. Lee, W. C. Su, S. L. Hung, K. H. Lee, C. C. Fu, H. C. Lin, C. L. Kuo(2022). Deep learning of detecting ionospheric precursors associated with M ≥ 6.0 earthquakes in Taiwan. Earth and Space Science, 9, e2022EA002289, doi: 10.1029/2022EA002289. [Link]

  2. Tsai, T. C., H. K. Jhuang, L. C. Lee, and Y. Y. Ho (2019), Ionospheric peaked structures and their local-time, seasonal, and solar activity dependence based on Global Ionosphere Maps. Journal of Geophysical Research: Space Physics, doi:10.1029/2019JA026899. [Link]

  3. Ho, Y. Y., H. K. Jhuang, L. C. Lee, and J. Y. Liu (2018), Ionospheric density and velocity anomalies before M ≥ 6.5 earthquakes observed by DEMETER satellite, Journal of Asian Earth Sciences, 166, 210-222, doi:10.1016/j.jseaes.2018.07.022. [Link]

  4. Jhuang, H. K., T. C. Tsai, L. C. Lee, and Y. Y. Ho (2018), Ionospheric tidal waves observed from Global Ionosphere Maps: analysis of total electron content. Journal of Geophysical Research: Space Physics, 123. doi:10.1029/2018JA025242. [Link]

  5. Liu, J. Y., Y. I. Chen, C. H. Huang, Y. Y. Ho, C. H. Chen (2015), A Statistical Study of Lightning Activities and M ≥ 5.0 Earthquakes in Taiwan During 1993–2004, Surv. Geophys., 36(6), 851-859, doi:10.1007/s10712-015-9342-2. [Link]

  6. Liu, J. Y., Y. I. Chen, C. C. Huang, M. Parrot, X. H. Shen, S.A. Pulinets , Q. S. Yang, and Y. Y. Ho (2015), A spatial analysis on seismo-ionospheric precursors observed by DEMETER during the 2008 M8.0 Wenchuan earthquake, J. Asian Earth Sci., 114(2), 414-419. [Link]

  7. Ho, Y. Y., J. Y. Liu, M. Parrot, and J.-L. Pincon (2013), Temporal and spatial analyses on seismo-electric anomalies associated with the 27 February 2010 M8.8 Chile earthquake observed by DEMETER satellite, Nat. Hazards. Earth. Syst. Sci., 13, 3281-3289. [Link]

  8. Ho, Y. Y., H. K. Jhuang, Y. C. Su, and J. Y. Liu (2013), Seismo-ionospheric anomalies in total electron content of the GIM and electron density of DEMETER before the 27 February 2010 M8.8 Chile earthquake, J. Adv. Space Res., 51(12), 2309–2315. [Link]

  9. Jhuang, H. K., Y. Y. Ho, Y. Kakinami, J. Y. Liu, K.-I. Oyama, M. Parrot, K. Hattori, M. Nishihashi, D. Zhang (2010), Seismo-ionospheric anomalies of the GPS-TEC appear before the 12 May 2008 magnitude 8.0 Wenchuan Earthquake, Int. J. Remote Sensing, 31(13), 3579 – 3587. [Link]

Books 專書論文

  • Kuo, C. L., Y. Y. Ho, and L. C. Lee (2018), Electrical Coupling Between the Ionosphere and Surface Charges in the Earthquake Fault Zone. In Pre‐Earthquake Processes (eds D. Ouzounov, S. Pulinets, K. Hattori and P. Taylor). doi:10.1002/9781119156949.ch7. [Link]

Conference Papers 會議論文

  1. Tsai, T. C., H. K., Jhuang, L. C. Lee, and Y. Y. Ho (2020), The ionospheric peaked structures and their seasonal, and solar activity dependence in the local time frame based on Global Ionosphere Maps, European Geosciences Union General Assembly 2020, Online

  2. Jhuang, H. K., T. C. Tsai, L. C. Lee, and Y. Y. Ho (2019), The ionospheric peaked structure in the low latitude region and their seasonal, and solar activity dependence in the local time frame based on Global Ionosphere Maps, Japan Geoscience Union Meeting 2019, Chiba, Japan.

  3. Tsai, T. C., H. K., Jhuang, L. C. Lee, and Y. Y. Ho (2019), The global total electron content reconstruction in the local time frame, Japan Geoscience Union Meeting 2019, Chiba, Japan.

  4. Jhuang, H. K., T. C. Tsai, L. C. Lee, and Y. Y. Ho (2019), The seasonal, and solar activity dependence of ionospheric tides in the low latitude region observed from total electron content, Taiwan Geosciences Assembly, Taipei, Taiwan.

  5. Tsai, T. C., H. K. Jhuang, L. C. Lee, Y. Y. Ho, S. L. Hung, W. C. Su (2019), Deep learning of seismo-ionospheric precursor by using total electron content in Taiwan, International Conference on Space Weather/2019 Taiwan Geosciences Assembly (TGA), Taipei, Taiwan.

  6. Ho, Y. Y., L. C. Lee, C. L. Kuo, H. K. Jhuang (2016), Ionospheric anomalies of density and velocity before large earthquakes: Comparisons between DEMETER observations and SAMI3 simulations, The 5th International Geo-hazards Research Symposium, Taipei, Taiwan.

  7. Liu, J. Y., Y. I. Chen, C. H. Huang, Y. Y. Ho, C. H. Chen (2016), A Statistical Study of Lightning Activities and M ≥ 5.0 Earthquakes in Taiwan During 1993–2004, International Workshop on Earthquake Precursors, Taipei, Taiwan.

  8. Ho, Y. Y., L. C. Lee, C. L. Kuo, J. Y. Liu, H. K. Jhuang, M. Parrot (2016), Ionospheric anomalies of plasma density and velocity before large earthquakes, International Workshop on Earthquake Precursors, Taipei, Taiwan.

  9. Jhuang, H. K., Y. Y. Ho, J. Y. Liu, L. C. Lee (2016), An ionospheric conjugate effect induced by M8.0 Wenchuan earthquake, International Workshop on Earthquake Precursors, Taipei, Taiwan.

  10. Lee, L. C., C. C. Fu, Y. Y. Ho, H. K. Jhuang, C. L. Kuo, P. K. Wang, D. Ouaounov, G. Giuliani (2016), Observational earthquake precursor research in Taiwan and an electric coupling model of lithosphere, atmosphere and ionosphere, International Workshop on Earthquake Precursors, Taipei, Taiwan.

  11. Jhuang, H. K., Y. Y. Ho, J. Y. Liu, L. C. Lee (2016), Imperfect coupling between northern and southern ionospheres: asymmetry in TEC anomalies before earthquakes, European Geosciences Union General Assembly 2016, Vienna, Austria.

  12. Ho, Y. Y., L. C. Lee, C. L. Kuo, H. K. Jhuang, M. Parrot (2016), Anomalies of electron density and ion velocity in the ionosphere before large earthquakes: Comparisons between DEMETER observations and SAMI3 simulations, European Geosciences Union General Assembly 2016, Vienna, Austria.

  13. 李羅權, 林正洪, 傅慶州, 王鵬綱, 莊皓琨, 何宜穎 (2016), 伽瑪射線、熱紅外長波輻射與電離層之地震前兆研究, 地震前兆研討會, 台北, 台灣.

  14. 李羅權, 林正洪,傅慶州, 王鵬綱, 莊皓琨, 何宜穎 (2016), 伽瑪射線與熱紅外長波輻射之地震前兆研究, 臺灣地區地震活動暨前兆分析討論會, 台北, 台灣.

  15. Ho, Y. Y., L. C. Lee, C. L. Kuo, .H. K. Jhuang, M. Parrot (2015), Anomalies of electron density and velocity in the ionosphere before large earthquakes: Comparison between DEMETER observations and SAMI3 simulations, Pre-AGU Meeting, San Francisco, USA.

  16. Lee,L. C., P. K. Wang, H. K. Jhuang, Y. Y. Ho and C. C. Fu (2015), Precursors of the 25 April 2015 Nepal Earthquake: Total Electron Content (TEC) and Outgoing Long-wavelength Radiation (OLR) Anomalies, 第八屆世界華人地質大會, 臺北, 臺灣.

  17. Liu, J. Y., Y. I. Chen, Y. Y. Ho (2014), Lightning activities associated with 308 M≥ 5.0 earthquakes in Taiwan during 1994-2003, AGU Fall Meeting, San Francisco, USA.

  18. Ho,Y. Y., L. C. Lee (2014), The Seismo-Ionospheric Anomalies Observed by DEMETER Satellite During the Large Earthquakes, Asia Oceania Geosciences Society, Japan, Sapporo.

  19. Ho,Y. Y., J. Y. Liu, H. K. Jhuang (2013), Seismo-ionospheric anomalies associated with the 27 February 2010 M8.8 Chile earthquake, Asia-Pacific Radio Science Conference, Taipei, Taiwan.

  20. Ho, Y. Y., J. Y. Liu, Y. I. Chen (2013), Lightning Activities during the 1993-2004 ML≧5.0 Earthquakes in Taiwan, International Workshop on Earthquake Precursors, Chungli, Taiwan.

  21. Ho, Y. Y., J. Y. Liu, H. K. Jhuang (2011), The plasmapause observed by DEMETER satellite during 2005-2010, Asia Oceania Geosciences Society, Taipei, Taiwan.

  22. Ho Y. Y., J. Y. Liu, M. Parrot, J.-L. Pincon (2010), The plasmapause observed by DEMETER satellite during 2005-2009, AGU Fall Meeting, San Francisco, USA.

  23. 何宜穎, 劉正彥, Michel Parrot, Jean-Louis Pincon (2010), 利用DEMETER衛星哨波觀測研究電漿層頂變化, 第九屆海峽兩岸太空/空間科學研討會, 桃園, 台灣.

  24. Ho, Y. Y., M. Parrot, J. Y. Liu (2010), Whistler occurrences over worldwide M≧6.0 earthquakes observed by DEMETER during 2005-2009, Western Pacific Geophysics Meeting, Taipei, Taiwan.

  25. Ho, Y. Y., H. K. Jhuang, J. Y. Liu (2007), Seismo-anomalies of Ground- and Space-Based observations During M>=5.0 Earthquakes in Taiwan, International Union of Geodesy and Geophysics, Perugia, Italy.

  26. 何宜穎, 莊皓琨, 劉正彥 (2007), 台灣地區大規模地震期間之地面及太空觀測, 台灣地球科學聯合學術研討會, 桃園, 台灣.

  27. 何宜穎, 劉正彥(2006), 台灣地區1993-2002年規模M≧5.0地震前後之閃電研究, 第七屆海峽兩岸太空/空間科學研討會, 桃園, 台灣.

  28. Ho, Y. Y., J. Y. Liu, Y. I. Chen (2005), Lightning Activities and ML≧5.0 Earthquakes in Taiwan during 1993-2002, International Workshop on Seismo Electromagnetics, Tokyo, Japan.

  29. Liu, J. Y., Y. I. Chen, Y. Y. Ho (2004), A Study of Lightning Activities and ML>=5.0 Earthquakes in Taiwan During 1993-2002, AGU Fall Meeting, San Francisco, USA.

  30. 何宜穎, 劉正彥, 陳玉英, 鄭強 (2004), 台灣地區1993-2002年M≧6.0地震前後之閃電研究, 第八屆全國大氣科學學術研討會, 桃園, 台灣.

  31. 何宜穎, 莊皓琨, 林鈺翔, 劉正彥 (2003), 地震期間大氣與電離層電磁異常現象, 第十屆台灣地區地球物理研討會, 嘉義, 台灣.

Theses 學位論文

  • 何宜穎(2013), 地震期間大氣層與電離層之電磁現象, 博士論文, 國立中央大學, 中壢, 台灣, 103頁. [Link]

  • 何宜穎(2004), 台灣地區地震與閃電之研究, 碩士論文, 國立中央大學, 中壢, 台灣, 55頁. [Link]

Manuscript Referee

  • Space Weather [Link]

  • Advances in Space Research [Link]

  • Terrestrial, Atmospheric and Oceanic Sciences [Link]