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Faculty

Information Technology & Water Resource Engineering

Lin, Yuan-Chien

  • Associate Professor
  • TEL:886-3- 422-7151 # 34148
  • FAX:886-3- 425-2960
  • E-mail: yclin@ncu.edu.tw
  • Webpage:https://yclin-ncu.wixsite.com/yuan-chien-lin

Research Interests

Environmental Modeling
Data Mining and Analysis
Spatiotemporal Stochastics and Geostatistics
Climate change driven hydrological impact assessment
Geographic Information System, GIS
Wavelet Analysis
Dynamic Factor Analysis
Environmental time series analysis
Ecological modeling
Big Data Analysis
Compound disaster
Air Pollution

Courses

Engineering Statistics
Hydrology
Spatio-Temporal Environmental Data Analysis and Visualization
Python for Data Analysis

Seminar papers

  1. Wan-Ju Chi, Yuan-Chien Lin*, Chun-Yeh Lai (2019, Dec). The Model of PM2.5 Diffusion Patterns Prediction in the Central Part of Taiwan During Pollutant Season by Wavelet Signal Analysis Methods. AGU Fall Meeting 2019, USA. MOST 108-2636-E-008-004.
  2. Wen-Hsin Wang, Yuan-Chien Lin* (2019, Dec). The shallow landslides identification by applying machine learning techniques to the satellite imagery. AGU Fall Meeting 2019, USA. MOST 108-2636-E-008-004.
  3. Yi-Yu Huang, Yuan-Chien Lin* (2019, Dec). The Analysis of Different Rainfall Patterns on Groundwater Recharge : A Case Study in Pingtung Plain. AGU Fall Meeting 2019, USA. MOST 108-2636-E-008-004.
  4. Wan-Ju Chi, Yuan-Chien Lin*, Chun-Yeh Lai (2019, Jun). On the Use of Wavelet Signal Analysis Method in Studying the Influence of the Taichung Power Plant on Air Quality in the Central Part of Taiwan. International Conference on Earth Observations and Social Impacts (ICEO&SI). .
  5. Wen-Hsin Wang, Yuan-Chien Lin* (2019, Jun). Application of Satellite Imagery Combined with Machine Learning Method in Collapse Identification. International Conference on Earth Observations and Social Impacts (ICEO&SI).
  6. Yi-Yu Huang, Yuan-Chien Lin* (2019, Jun). Groundwater recharge in different temporal and spatial rainfall patterns: A Case Study of Pingtung plain. International Conference on Earth Observations and Social Impacts (ICEO&SI). MOST 108-2119-M-008-003. .
  7. En-Dian Kuo, Yong-Qing Lin, Yuan-Chien Lin* (2018, Jun). The Spatial Resilience Estimation of Groundwater by Using Signal Analysis Method. Asia Oceania Geosciences Society (AOGS) 2018 Annual Meeting. .
  8. Wen-Hsin Wang, Yong-Qing Lin, Yuan-Chien Lin* (2018, Jun). The Risk Analysis of Agricultural Damage based on Space-time Classification of Typhoon Characteristics. Asia Oceania Geosciences Society (AOGS) 2018 Annual Meeting. .
  9. Yong-Qing Lin, Yuan-Chien Lin* (2018, Jun). The Spatial Estimation of Groundwater Storage Coefficient by Using Big Data Analysis Methods in Pingtung Plain Aquifer. Asia Oceania Geosciences Society (AOGS) 2018 Annual Meeting. .
  10. Yuan-Chien Lin*, Chun-Yeh Lai (2018, Jun). The Risk Assessment of Extreme Air Quality Caused by Traffic and Weather Conditions in Taipei City, Taiwan. Asia Oceania Geosciences Society (AOGS) 2018 Annual Meeting.
  11. Yuan-Chien Lin*, Chun-Yeh Lai (2018, Apr). The investigation of extreme air quality conditions based on traffic and meteorological factors by using Bayesian Networks. European Geosciences Union (EGU) General Assembly 2018.
  12. Yong-Qing Lin, Yuan-Chien Lin* (2017, Apr). The Improvement of Spatial-Temporal PM2.5 Resolution in Taiwan by using the Data Assimilation Method. EGU General Assembly 2017(歐洲地球科學聯合會), Vienna, Austria. http://meetingorganizer.copernicus.org/EGU2017/EGU2017-3425.pdf
  13. Hwa-Lung YU, Yuan-Chien LIN, Yih-Chi TAN, Nien-Sheng HSU, Hung-Jen LIU, Ling-Wan LIAO, Guan-Wei LI (2014, Jul). The Climate Change Impacts on Groundwater Recharge in Pingtung Plain, Taiwan. Asia Oceania Geosciences Society (AOGS).
  14. Yuan-Chien LIN, Chieh-Han LEE, Hwa-Lung YU (2014, Jul). Analysis of the Interactions Between Spatiotemporal Rainfall and Groundwater in Pingtung Plain, Taiwan. Asia Oceania Geosciences Society (AOGS).
  15. Yuan-Chien LIN, Hwa-Lung YU, Jui-Pin TSAI, Liang-Cheng CHANG (2014, Jul). Investigating Spatiotemporal Groundwater Variation in I-Lan Aquifer (Taiwan) by Using Empirical Orthogonal Function. Asia Oceania Geosciences Society (AOGS).
  16. Yuan-Chien Lin, Hwa-Lung Yu (2013, Oct). The analysis of ambient air pollutants by dynamic factor analysis. 9th Association of Pacific Rim Universities (APRU) symposium on Multi-hazards around the Pacific Rim.
  17. Yuan-Chien Lin, Hwa-Lung Yu (2013, Oct). The Wavelet Analysis of Meteorological Factors, ENSO Indices and Dengue Fever Transmission in Southern Taiwan. 9th Association of Pacific Rim Universities (APRU) symposium on Multi-hazards around the Pacific Rim.
  18. Yuan-Chien Lin, Hwa-Lung Yu, Chia-Pang Chen (2013, Sep). The analysis of spatio-temporal rainfall-groundwater system using EOF and wavelet methods in Pingtung plain, Taiwan. 35th International Association for Hydro-Environment Engineering and Research (IAHR) World Congress.
  19. Yuan-Chien Lin, Hwa-Lung Yu, Nai-Wen Chang, Yung-Chun Chang (2013, Jun). Typhoon heavy rainfall modeling by probabilistic graphical models. Asia Oceania Geosciences Society (AOGS) 2013.
  20. Lung-Chang Chien, Yuan-Chien Lin, Ming-Hung Cheng, Hwa-Lung Yu (2013, Apr). Meteorological factors and dengue fever transmission in South Taiwan. 2013 European Geosciences Union (EGU 2013), Vienna, Austria.
  21. Yuan-Chien Lin, Hwa-Lung Yu (2013, Apr). The cross wavelet and wavelet coherence analysis of spatio-temporal rainfall-groundwater system in Pingtung plain, Taiwan. 2013 European Geosciences Union (EGU 2013), Vienna, Austria.
  22. Yuan-Chien Lin, Hwa-Lung Yu (2011, Aug). Uncertainty analysis of clusters of typhoon tracks in the vicinity of Taiwan. Asia Oceania Geosciences Society 2011, Taipei, Taiwan.
  23. Yun-Hsu Shu, Yuan-Chien Lin, Hwa-Lung Yu (2011, Aug). Impact assessment of urban heat island effect to spatiotemporal distribution of rainfall in Taipei metropolitan area (Taiwan). Asia Oceania Geosciences Society 2011, Taipei, Taiwan.
  24. Hwa-Lung Yu, Yuan-Chien Lin, Bellie Sivakumar (2011, Apr). Study of temporal dynamics of aerosols at Hsin-Chuang supersite in Taipei (Taiwan) using dynamic factor analysis and correlation dimension method. European Geosciences Union General Assembly 2011.
  25. Yuan-Chien Lin, Hwa-Lung Yu, Tsang-Jung Chang, Yih-Chi Tan (2011, Apr). Modeling of space-time typhoon tracks in the vicinity of Taiwan by generalized linear model. European Geosciences Union General Assembly 2011, Vienna, Austria.
  26. Yuan-Chien Lin, Hwa-Lung Yu (2010, Aug). Investigating temporal variation of ambient pollutants at Hsin-Chuang supersite in Taipei (Taiwan) by dynamic factor analysis. 2010 ISES-ISEE Joint Conference.
  27. 林昱廷,林遠見*(2019年09月)。建立大氣水文因子對於空氣汙染影響之貝氏網路模型 。第二十四屆水利工程研討會,台北,台灣。(獲學生論文競賽獎第二名)
  28. 翁采寧,林遠見*(2019年09月)。以機器學習方法探討颱風降雨特徵對於淺層崩塌影響與分析 。第二十四屆水利工程研討會,台北,台灣。
  29. 黃奕語, 林遠見*(2019年01月)。分析颱風極端降雨事件之時空分佈特徵-以屏東平原為例。2019台灣風險分析學會年會暨研討會。。
  30. 齊宛儒, 林遠見*(2019年01月)。以訊號分析方法探討台中火力發電廠對中部地區空氣品質之影響。2019台灣風險分析學會年會暨研討會。。學生論文競賽第一名。
  31. 郭恩典, 林遠見*, 林永清(2018年11月)。以訊號分析方法分析屏東平原地下水資源旱災空間脆弱度分析。107年度農業工程研討會,高雄,台灣。。獲學生論文競賽特優第一名。
  32. 林遠見*, 賴郡曄, 張順欽, 黃俊銘(2018年05月)。交通因子與空氣品質變動分析-貝氏模型之分析應用。2018年環境科技論壇。
  33. 林遠見*, 賴郡曄(2018年01月)。以貝氏網路機率圖形模式建構交通與氣象條件對於極端空品現象之風險分析。2018台灣風險分析學會年會暨研討會。
  34. 王玟心, 林永清, 林遠見*(2018年01月)。探討颱風時空災害特性與農損風險分析。2018台灣風險分析學會年會暨研討會。。指導學生榮獲學生論文競賽第一名。
  35. 郭恩典, 林永清, 林遠見*(2018年01月)。以訊號分析方法探討地下水資源時空耐災力風險評估。2018台灣風險分析學會年會暨研討會。。指導學生榮獲學生論文競賽第二名。
  36. 林永清, 賴郡曄, 林遠見* (2017年11月)。以巨量資料探勘方法建立屏東平原地下含水層時空智慧地下水資源管理架構。106年農業工程研討會,台中,台灣。指導學生發表本研討會學生論文競賽榮獲優等獎。
  37. 林遠見*,賴郡曄,黃俊銘,徐嘉欣(2017年11月)。交通與氣象條件對於極端空品現象之跨域巨量資料分析-以台北市為例。2017 臺灣災害管理研討會,新北市,台灣。
  38. 林永清,陳佳琤,林遠見*,余化龍(2017年05月)。建立細懸浮微粒(PM2.5)微型多感測器之時空異質資料融合與時空解析度提升架構。2017風險治理國際研討會-台灣風險分析學會暨臺中智慧城市與風險治理論壇與展覽,台中,台灣。
  39. 陳佳琤,林永清,林遠見*(2017年05月)。建立颱風特性分類模型於台灣農產品物價風險分析。2017風險治理國際研討會-台灣風險分析學會暨臺中智慧城市與風險治理論壇與展覽,台中,台灣。
  40. 吳孟庭, 林遠見, 余化龍(2015年10月)。資料不確定下之地質岩性推估 -以臺北盆地為例。2015 農業工程研討會,臺北,台灣,臺北,台灣。榮獲學生論文競賽特優獎。
  41. 林遠見, 余化龍(2014年11月)。屏東平原降雨與地下水時空變動系統之交叉小波相關分析。第八屆地下水資源及水質保護研討會暨2014兩岸地下水與水文地質應用研討會。
  42. 余化龍, 林遠見(2014年10月)。屏東平原降雨與地下水系統之交叉小波分析。第十八屆海峽兩岸水利科技交流研討會。
  43. 卓儀秦, 林遠見, 余化龍(2013年10月)。颱風降雨特性的時空分類-以高屏溪流域為例。2013農業工程研討會。
  44. 林遠見, 余化龍, 陳家榜(2012年10月)。降雨與地下水空間時變動之交叉小波分析—以屏東平原為例。2012 農業工程研討會暨學生論文競賽,佳作,台中, 台灣。
  45. 吳孟庭, 林遠見, 余化龍(2012年10月)。以降雨及大氣變數相關性為基礎之量推估暴模式建立 -以淡水河流域為例。2012 農業工程研討會,台中,台灣。
  46. 林遠見, 余化龍(2011年10月)。應用廣義線性模型分析影響台灣之颱風路徑之時空分析。第十五屆海峽兩岸水利科技交流研討會,中國武漢。
  47. 林遠見, 余化龍, Bellie Sivakumar(2011年01月)。應用動態因子分析及關聯維度計算法分析台北新莊超級測站氣膠懸浮微粒組成物之動態時間序列。第二屆台灣風險分析學會研討會。
  48. 林遠見, 余化龍(2010年08月)。應用動態因子分析法分析都市與郊區氣象資料之時空趨勢。2010年農業工程研討會,台灣。
  49. 林遠見, 余化龍(2009年10月)。應用賽局理論於水資源與環境污染管理之研究—以淡水樹梅坑溪為例。98年農業工程研討會論文集。
  50. 林遠見, 江衍銘, 張斐章(2008年10月)。颱風對台灣物價指數關係之研究。97年農業工程研討會論文集。

Academic Journal Articles

  1. Yuan-Chien Lin*, Wen-Hsin Wang, Chun-Yeh Lai, Yong-Qing Lin. Typhoon Type Index: A new index for understanding the rain or wind characteristics of typhoons and its application to agricultural losses and crop vulnerability. Journal of Applied Meteorology and Climatology. (SCI; Impact factor: 2.364; Rank 37/86 in METEOROLOGY & ATMOSPHERIC SCIENCES in 2018)
  2. Yuan-Chien Lin*, Wan-Ju Chi, Yong-Qing Lin, 2020, The improvement of spatial-temporal resolution of PM2.5 estimation based on micro-air quality sensors by using data fusion technique. Environment International. Volume 134, January 2020.(SCI; Impact factor: 7.943; Rank 8/251 in Environmental Sciences in 2018)
  3. 田永銘 ; 林遠見* ; 賴郡曄 ; 董家鈞 ; 許文科 ; 郭德凱. 學研機構協助地方政府災害應變及科研應用-以國立中央大學協助新竹縣為例. 災害防救科技與管理學刊. 7:2 2018.09 頁53-79
  4. Tsai J.P., L.C. Chang, P.Y. Chang, Y.C. Lin, Y.C. Chen, M.T. Wu, H.L. Yu, 2017. Spatial-Temporal Pattern Recognition of Groundwater Head Variations for Recharge Zone Identification. Journal of Hydrology. Volume 549, 1 June 2017, Pages 351-362 (SCI; Impact factor: 3.053; Rank 4/125 in Civil Engineering in 2014)
  5. 吳孟庭;林遠見;余化龍. 資料不確定下之地質岩性推估-以臺北盆地為例. 農業工程學報 ; 62卷4期 (2016 / 12 / 01) , P21 – 37 (EI)
  6. Hwa-Lung Yu, Yuan-Chien Lin. 2015. Analysis of space-time non-stationary patterns of rainfall-groundwater interactions by integrating empirical orthogonal function and cross wavelet transform methods. Journal of Hydrology. (SCI; Impact factor: 3.053; Rank 4/125 in Civil Engineering in 2014)
  7. Hwa-Lung Yu, Yuan-Chien Lin, Y-M Kuo. 2014. A time series analysis of multiple ambient pollutants to investigate the underlying air pollution dynamics and interactions. Chemosphere. (SCI; Impact factor: 3.340; Rank 39/223 in Environmental Sciences in 2014)
  8. Yuan-Chien Lin(*co-first author), Yun-Chun Wu, Hwa-Lung Yu, Jen-Hau Chen, Ta-Fu Chen, Yu Sun, Li-Li Wen, Ping-Keung Yip, Yi-Min Chu, Yen-Ching Chen. 2014. Association between Air Pollutants and Dementia Risk in the Elderly. Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring.
  9. Yuan-Chien Lin, Tsang-Jung Chang, Mong-Ming Lu, Hwa-Lung Yu. 2014. A spatio-temporal analysis of typhoon trajectories in the vicinity of Taiwan. Stochastic Environmental Research and Risk Assessment. (SCI; Impact factor: 2.086; Rank 20/125 in Civil Engineering in 2014)
  10. Hwa-Lung Yu, Yuan-Chien Lin, B. Sivakumar, Y-M Kuo. 2013. A study of the temporal dynamics of ambient particulate matter using stochastic and chaotic techniques. Atmospheric Environment. Volume 69, April 2013, Pages 37–45 (SCI; Impact factor: 3.281; Rank 42/223 in Environmental Sciences in 2014)

國內外學術性學會成員

  1. Journal of Hydrology
  2. Atmospheric Environment
  3. Stochastic Environmental Research & Risk Assessment
  4. International Journal of Environmental Research and Public Health
  5. Science of the Total Environment
  6. Environments
  7. Terrestrial, Atmospheric and Oceanic Sciences
  8. Paddy and Water Environment
  9. Atmosphere

Awards

  1. 科技部年輕學者養成計畫-「愛因斯坦計畫」 計畫主持人 (2019-2024)
  2. 107學年度國立中央大學優良專項輔導導師獎
  3. 107學年度國立中央大學工學院教學優良獎
  4. 107年度國立中央大學新進教師及研究人員教學研究經費補助
  5. 106年度中華水資源管理學會優良論文獎
  6. 105學年度國立中央大學新聘傑出獎

指導學生獲獎

  1. 指導五年雙學位林昱廷同學榮獲「2019第24屆水利工程研討會學生論文競賽」第二名(2019/9/26)
  2. 指導五年雙學位齊宛儒同學榮獲「2019台灣風險分析學會年會暨研討會學生論文競賽」第一名(2019/1/11)
  3. 指導碩士班郭恩典同學榮獲「107年度農業工程研討會學生論文競賽」特優獎第一名!!(2018/11/9)
  4. 指導大四(準碩士生)王玟心同學榮獲「財團法人傑出人才發展基金會補助」參加在夏威夷舉辦的2018 AOGS亞太地球科學國際研討會(2018/5/14)
  5. 指導大四(準碩士生)王玟心同學榮獲「2018台灣風險分析研討會」學生論文競賽:第一名(2018/1/19)
  6. 指導碩一郭恩典同學榮獲「2018台灣風險分析研討會」學生論文競賽:第二名(2018/1/19)
  7. 指導林永清同學榮獲「106年度農業工程研討會學生論文競賽」優等獎(2017/11/8)
  8. 指導林永清同學榮獲「2017風險治理國際研討會」學生論文競賽獎(Poster Award)(2017/5/26)

Experience

  • Associate Professor, Dept. of Civil Engineering, National Central University, Taiwan.(2021/08/01~)
  • Assistant Professor, Dept. of Civil Engineering, National Central University, Taiwan.(2016/08/01~2021/07/31)
  • Postdoctoral Research Fellow, Bioenvironmental Systems Engineering, National Taiwan University(2015/02 – 2015/05)

Education

  • Ph.D. in Bioenvironmental Systems Engineering, National Taiwan University, Taiwan.
  • 國立台灣大學 生物環境系統工程學研究所 2011/09-2015/01
  • Research Advisor: Hwa-Lung Yu. 指導教授: 余化龍 教授

Department of Civil Engineering at NCU

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