《老子》:上善若水,水善利萬物而不爭。

陳憲宗 副教授

Shien-Tsung Chen, Ph.D., P.E.

Email: chen@gs.ncku.edu.tw
Phone: (06) 2757575 #63221
Office: 4F 4679A

氣候與水文研究室 (CHEN,  Climate and Hydrologic Engineering @ NCKU)

 

學歷 (Education)

  • 國立成功大學 水利及海洋工程學系 學士 (1996)
  • 國立成功大學 水利及海洋工程學系 碩士 (1998)
  • 國立成功大學 水利及海洋工程學系 博士 (2006)
  • B.Sc., M.Sc., Ph.D. in Hydraulic Engineering, NCKU

 

經歷 (Experience)

  • 成功大學 近海水文中心 副技術師
  • 成功大學 水利及海洋工程學系 博士後研究
  • 成功大學 水利及海洋工程學系 助理研究員
  • 逢甲大學 水利工程與資源保育學系 助理教授
  • 逢甲大學 水利工程與資源保育學系 副教授
  • 逢甲大學 水利工程與資源保育學系 教授
  • Second Lieutenant, Air Force, Taiwan
  • Associate Engineer, Coastal Ocean Monitoring Center, NCKU
  • Postdoctoral Fellow, Dept. of Hydraulic and Ocean Engineering, NCKU
  • Assistant Researcher, Dept. of Hydraulic and Ocean Engineering, NCKU
  • Assistant Professor, Dept. of Water Resources Engineering and Conservation, FCU
  • Associate Professor, Dept. of Water Resources Engineering and Conservation, FCU
  • Professor, Dept. of Water Resources Engineering and Conservation, FCU

 

專業證照 (License Qualification)

  • 水利工程技師
  • Professional Engineer in Hydraulic Engineering

 

研究領域 (Research Interests)

  • 水文學 Hydrology
  • 水資訊 Hydroinformatics
  • 氣候變遷 Climate Change
  • 即時預報 Real-time Forecasting

 

開授課程 (Current Courses)

  • 高等水文學 Advanced Hydrology
  • 智慧型系統理論與應用 Intelligent Systems
  • 防災概論 Disaster Mitigation
  • 專題討論 Seminar

 

曾授課程 (Past Courses)

NCKU
  • 明渠水力學 Open Channel Hydraulics
  • 工程統計學 Engineering Statistics
  • 中等水文學 Intermediate Hydrology
  • 水資訊概論 Hydroinformatics
  • 氣候變遷與環境衝擊導論 Climate Change
FCU
  • 工程數學(一)(二) Engineering Mathematics (1)(2)
  • 工程統計 Engineering Statistics
  • 水文學 Hydrology
  • 水文分析 Hydrologic Analysis
  • 智慧水資源管理 Smart Water Resources Management
  • 氣候變遷 Climate Change
  • 材料力學 Mechanics of Materials
  • 海岸工程 Coastal Engineering

 

獎項榮譽 (Honors and Awards)

  1. 成功大學「鳳凰樹文學獎」(1993/05)
  2. 中興工程科技研究發展基金會「博士班獎學金」 (91學年度)
  3. 中興工程科技研究發展基金會「博士班獎學金」 (93學年度)
  4. 中華水資源管理學會「學術論文獎」 (2005/01)
  5. 七星農田水利研究發展基金會「博士班獎學金」(2005/09)
  6. 斐陶斐榮譽學會「榮譽會員」(2006/06)
  7. 台灣農業工程學會「論文獎」(2008/10)
  8. 中華水資源管理學會「優良論文獎」(2008/12)
  9. 台灣農業工程學會「論文獎」(2011/10)
  10. 台灣農業工程學會「論文獎」(2012/10)
  11. 台灣農業工程學會「論文獎」(2013/10)
  12. 台灣農業工程學會「優秀青年農業工程人員獎」(2013/10)
  13. 中華水資源管理學會「優秀青年工程師獎」 (2013/12)
  14. 逢甲大學「優良導師」 (2014/09)
  15. 台灣農業工程學會「論文獎」(2017/11)
  16. 逢甲大學「教學績優教師」 (2018/11)
  1. Phoenix Tree Literary Award, National Cheng Kung University (1993)
  2. Scholarship, Sinotech Foundation for Research and Development of Engineering Sciences and Technologies (2002)
  3. Scholarship, Sinotech Foundation for Research and Development of Engineering Sciences and Technologies (2004)
  4. Paper Award, Chinese Water Resources Management Society (2005)
  5. Scholarship, Chi-Seng Water Management Research and Development Foundation (2005)
  6. Honorary Membership, The Phi Tau Phi Scholastic Honor Society of the Republic of China (2006)
  7. Paper Award, Taiwan Agricultural Engineers Society (2008)
  8. Paper Award, Chinese Water Resources Management Society (2008)
  9. Paper Award, Taiwan Agricultural Engineers Society (2011)
  10. Paper Award, Taiwan Agricultural Engineers Society (2012)
  11. Paper Award, Taiwan Agricultural Engineers Society (2013)
  12. Distinguished Young Agricultural Engineer Award, Taiwan Agricultural Engineers Society (2013)
  13. Distinguished Young Engineer Award, Chinese Water Resources Management Society (2013)
  14. Excellent Tutor Award, Feng Chia University (2014)
  15. Paper Award, Taiwan Agricultural Engineers Society (2017)
  16. Excellent Teaching Award, Feng Chia University (2018)

 

論文發表 (Publications)

Google Scholar      ResearcherID/publons

  1. Dinh Ty Nguyen, Shien-Tsung Chen* (2020) Real-time probabilistic flood forecasting using multiple machine learning methods. Water, 12(3), 787.
  2. Dong-Jiing Doong, Shien-Tsung Chen*, Ying-Chih Chen, Cheng-Han Tsai (2020) Operational probabilistic forecasting of coastal freak waves by using an artificial neural network. Journal of Marine Science and Engineering, 8(3), 165.
  3. Shien-Tsung Chen*, Yu-Wei Wang (2020) Improving coastal ocean wave height forecasting during typhoons by using local meteorological and neighboring wave data in support vector regression models. Journal of Marine Science and Engineering, 8(3), 149.
  4. Chang-Shian Chen, You-Da Jhong, Wan-Zhen Wu, Shien-Tsung Chen* (2019) Fuzzy time series for real-time flood forecasting. Stochastic Environmental Research and Risk Assessment, 33(3), 645–656.
  5. Shien-Tsung Chen* (2019) Probabilistic forecasting of coastal wave height during typhoon warning period using machine learning methods. Journal of Hydroinformatics, 21(2), 343–358.
  6. Haw Yen, Ruoyu Wang, Qingyu Feng, Chih-Chieh Young, Shien-Tsung Chen, Wen-Hsiao Tseng, Michael White, Jeffrey Arnold (2018) Input uncertainty on watershed modeling: evaluation of precipitation and air temperature data by latent variables using SWAT. Ecological Engineering, 122, 16–26.
  7. You-Da Jhong, Chang-Shian Chen, Hsin-Ping Lin, Shien-Tsung Chen* (2018) Physical hybrid neural network model to forecast typhoon floods. Water, 10(5), 632.
  8. Haw Yen, Shenglan Lu, Qingyu Feng, Ruoyu Wang, Jungang Gao, Dawn Michelle Brady, Amirreza Sharifi, Jungkyu Ahn, Shien-Tsung Chen, Jaehak Jeong, Michael James White, Jeffrey George Arnold (2017) Assessment of optional sediment transport functions via the complex watershed simulation model SWAT. Water, 9(2), 76.
  9. Haw Yen, Yu-Wen Su, June Wolfe III, Shien-Tsung Chen, Yu-Chao Hsu, Wen-Hsiao Tseng, Dawn Brady, Jaehak Jeong, Jeffrey Arnold. (2015) Assessment of input uncertainty by seasonally categorized latent variables using SWAT. Journal of Hydrology, 531(3), 685–695.
  10. Shien-Tsung Chen* (2015) Grey rainfall-stage model for forecasting flash flood stages during typhoons. Disaster Advances, 8(6), 11–19.
  11. Shien-Tsung Chen* (2015) Mining informative hydrologic data by using support vector machines and elucidating mined data according to information entropy. Entropy, 17(3), 1023–1041.
  12. Pao-Shan Yu, Tao-Chang Yang, Chen-Min Kuo, Hung-Wei Tseng, Shien-Tsung Chen (2015) Climate change impacts on streamflow drought: a case study in Tseng-Wen Reservoir catchment in southern Taiwan. Climate, 3(1), 42–62.
  13. Pao-Shan Yu, Tao-Chang Yang, Chen-Min Kuo, Shien-Tsung Chen (2014) Development of an integrated computational tool to assess climate change impacts on water supply-demand and flood inundation. Journal of Hydroinformatics, 16(3), 710–730.
  14. Shien-Tsung Chen* (2013) Multiclass support vector classification to estimate typhoon rainfall distribution. Disaster Advances, 6(10), 110–121.
  15. Shien-Tsung Chen, Tao-Chang Yang, Chen-Min Kuo, Chih-Hao Kuo, Pao-Shan Yu (2013) Probabilistic drought forecasting in Southern Taiwan using El Niño-Southern Oscillation index. Terrestrial Atmospheric and Oceanic Sciences, 24(5), 911–924.
  16. Chang-Shian Chen, You-Da Jhong, Ting-Ying Wu, Shien-Tsung Chen* (2013) Typhoon event-based evolutionary fuzzy inference model for flood stage forecasting. Journal of Hydrology, 490, 134–143.
  17. Shien-Tsung Chen, Pao-Shan Yu, Bin-Wu Liu (2011) Comparison of neural network architectures and inputs for radar rainfall adjustment for typhoon events. Journal of Hydrology, 405(1–2), 150–160.
  18. Tao-Chang Yang, Pao-Shan Yu, Chi-Ma Wei, Shien-Tsung Chen (2011) Projection of climate change for daily precipitation: A case study in Shih-Men Reservoir catchment in Taiwan. Hydrological Processes, 25(8), 1342–1354.
  19. Shien-Tsung Chen, Pao-Shan Yu, Yi-Hsuan Tang (2010) Statistical downscaling of daily precipitation using support vector machines and multivariate analysis. Journal of Hydrology, 385(1–4), 13–22.
  20. Shien-Tsung Chen, Chun-Chao Kuo, Pao-Shan Yu (2009) Historical trends and variability of meteorological droughts in Taiwan. Hydrological Sciences Journal, 54(3), 430–441.
  21. Yu-Chi Wang, Shien-Tsung Chen, Tao-Chang Yang, Pao-Shan Yu (2008) Storm-event rainfall-runoff modeling approach for ungauged sites in Taiwan. Hydrological Processes, 22(21), 4322–4330.
  22. Shien-Tsung Chen, Pao-Shan Yu (2007) Pruning of support vector networks on flood forecasting. Journal of Hydrology, 347(1–2), 67–78.
  23. Shien-Tsung Chen, Pao-Shan Yu (2007) Real-time probabilistic forecasting of flood stages. Journal of Hydrology, 340(1–2), 63–77.
  24. Pao-Shan Yu, Shien-Tsung Chen, I-Fan Chang (2006) Support vector regression for real-time flood stage forecasting. Journal of Hydrology, 328(3–4), 704–716.
  25. Pao-Shan Yu, Shien-Tsung Chen (2005) Updating real-time flood forecasting using a fuzzy rule-based model. Hydrological Sciences Journal, 50(2), 265–278.
  26. Pao-Shan Yu, Shien-Tsung Chen, Chia-Jung Chen, Tao-Chang Yang (2005) The potential of fuzzy multi-objective model for rainfall forecasting from typhoons. Natural Hazards, 34(2), 131–150.
  27. Pao-Shan Yu, Shien-Tsung Chen, Che-Chuan Wu, Shu-Chen Lin (2004) Comparison of grey and phase-space rainfall forecasting models using fuzzy decision method. Hydrological Sciences Journal, 49(4), 655–672.
  28. Pao-Shan Yu, Chia-Jung Chen, Shiann-Jong Chen, Shu-Chen Lin (2001) Application of Grey model toward runoff forecasting. Journal of the American Water Resources Association, 37(1), 151–166.
  29. Pao-Shan Yu, Chia-Jung Chen, Shiann-Jong Chen (2000) Application of gray and fuzzy methods for rainfall forecasting. Journal of Hydrologic Engineering, 5(4), 339–345.
  30. 雷祖強、陳憲宗、陳昶憲、鍾侑達、王欣萍、靳鈞評,2017,「水災災害風險評估模式之研究-以臺中市易淹水範圍為例」,臺灣水利,第5卷,第2期,第1~16頁。
  31. 陳憲宗、賴彥瑾、王毓麒,2016,「臺中都市熱島效應及增溫對都會區對流降雨之影響」,臺灣水利,第64卷,第3期,第13~22頁。
  32. 陳憲宗、李奕欣,2016,「台灣長期皿蒸發量趨勢分析及蒸發互補關係初探」,農業工程學報,第62卷,第1期,第12~28頁。
  33. 陳憲宗、莊永忠、謝敏政,2015,「泥砂率定曲線之偏差修正及集水區沖蝕率推估」,臺灣水利,第63卷,第4期,第23~33頁。
  34. 鍾泰榮、陳憲宗、游保杉,2012,「基地保水設計之減洪與經費效益評估」,臺灣水利,第60卷,第1期,第56~69頁。
  35. 郭志豪、楊道昌、郭振民、陳憲宗、游保杉,2012,「應用ENSO指標建立乾旱機率預報模式–以台灣南部地區為例」,農業工程學報,第58卷,第1期,第13~32頁。
  36. 邱德維、楊道昌、陳憲宗、游保杉,2011,「多測站日降雨量繁衍模式之研究」,臺灣水利,第59卷,第4期,第1~16頁。
  37. 陳憲宗、曾宏偉、林錦源、楊道昌、游保杉,2011,「氣候變遷情境下曾文水庫集水區水文乾旱特性推估」,農業工程學報,第57卷,第3期,第44~60頁。
  38. 陳憲宗、劉鑌鋈、游保杉,2010,「應用支撐向量機與輻狀基底神經網路修正QPESUMS雨量」,農業工程學報,第56卷,第3期,第43~56頁。
  39. 蔡慧萍、盧書炫、陳憲宗、游保杉,2008,「短延時降雨強度公式之區域化研析」,臺灣水利,第56卷,第4期,第15~27頁。
  40. 陳憲宗、游保杉,2007,「洪水位之即時機率預報-結合支撐向量機與模糊推理」,農業工程學報,第53卷,第4期,第1~20頁。
  41. 陳憲宗、張逸凡、謝章廷、游保杉,2006,「支撐向量機制:洪水水位預報模式」,臺灣水利,第54卷,第2期,第50~61頁。

 

科技部計畫 (Projects from Ministry of Science and Technology)

  • 099年度:台灣乾旱與大尺度環流訊息之關聯探討
  • 100年度:聖嬰現象與台灣乾旱之遙相關及乾旱預警應用探討
  • 101年度:台灣長期蒸發趨勢分析及成因探討
  • 103年度:氣候變遷及都市化趨勢下都市洪災因子之對流降雨資料模擬(I)
  • 104年度:氣候變遷及都市化趨勢下都市洪災因子之對流降雨資料模擬(II)
  • 105年度:氣候變遷及都會化趨勢下短延時劇烈降雨特性分析與情境模擬(I)
  • 106年度:氣候變遷及都會化趨勢下短延時劇烈降雨特性分析與情境模擬(II)
  • 108年度:氣候變遷下都會區短延時極端降雨之情境模擬與分析
  • 109年度:運用機器學習方法建立地層下陷關鍵區之氣候與地下水文預報系統

台船公司109年下半年獎學金甄選已開放學生報名, 提供優秀人才獎學金進用管道,報名期間為109年11月16日至109年12月9日。 對象:以就讀於國立(科技)大學之理工相關科系(以造船、輪機、電機、機械、海洋工程尤佳) 大學三年級(含)以上、碩士班及博士班在學學生 (須具中華民國國籍且不得兼具外國國籍)為主。 台灣國際造船股份有限公司獎學金設置要點(109年下半年) 台船官網:https://www.csbcnet.com.tw/