首頁 系所成員 水利工程 陳佳正

 
陳佳正 教授水利工程
職      稱
教授
電      話
(04) 2284-0437 ext. 303
E  - Mail
cjchen@nchu.edu.tw
辦  公 室
土木環工大樓312室
最高學歷
Ph.D.(2012), Georgia Institute of Technology, USA
個人網址
http://www.cj-hydro-clim.com  
簡要經歷
教授, 國立中興大學土木工程學系, 2023–present
訪問學者, National Oceanic and Atmospheric Administration (NOAA, 美國國家海洋暨大氣總署), 2024
副系主任, 國立中興大學土木工程學系, 2022–2024
副教授, 國立中興大學土木工程學系, 2020–2023
助理教授, 國立中興大學土木工程學系, 2015–2020
資深研究員, AIR Worldwide, USA, 2013–2015
博士後研究, Georgia Institute of Technology, USA, 2012–2013
講師, Georgia Institute of Technology, USA, 2010–2011
研究助理, Georgia Water Resources Institute, USA, 2007–2012
研究助理, 中央氣象局, 2004–2006
研究領域
Hydro-Climatic Modeling and Forecasting
Regional Catastrophe Modeling and Risk Assessments
GIS and Remote Sensing Applications
Statistical Modeling and Machine Learning Applications
Integrated & Interdisciplinary Climate Risk Assessments
Sustainability and Environmental Management
獲獎項目
2019-2021 Best Reviewer of Terrestrial, Atmospheric and Oceanic Sciences (TAO)
NCHU Distinguished Associate Professor, 2020–2022
2019 Journal of Disaster Management Best Paper Award
PROM – International Scholarship Exchange of Academic Staff, SGGW, Poland, 2019
2016 ASCE Outstanding Reviewer of the Journal of Water Resources Planning and Management
MOST Subsidies for Schools of Higher Education to Hire Distinguished Talents 2015-2018
Georgia Tech’s Nominee for the 2012 Lorenz G. Straub Award
Taiwan Merit Scholarships Program, National Science Council (NSC), Taiwan, 2006–2008
Thesis Award for the Memorial to Prof. Takasaka, National Taiwan University, 2002
Grant-In-Aid of the Undergraduate Monographic Study, NSC, Taiwan, 2001
Scholarship of Prof. Xu, National Taiwan University, 2001
教授科目
  1. 上學期
  2. 工程統計學(一)
  3. 學分：3
  4. 開設班級:大二AB
  1. 上學期
  2. 應用統計學
  3. 學分：3
  4. 開設班級:研究所
  1. 上學期
  2. 隨機數據分析
  3. 學分：3
  4. 開設班級:研究所
  1. 下學期
  2. 流體力學(一)
  3. 學分：3
  4. 開設班級:大二B
  1. 下學期
  2. 水利工程學(一)
  3. 學分：3
  4. 開設班級:大三AB
  1. 下學期
  2. 水資源系統分析(一)
  3. 學分：3
  4. 開設班級:研究所
  1. 下學期
  2. 氣候變遷與災害風險評估
  3. 學分：3
  4. 開設班級:碩專班
學術著作
● 期刊論文 
1.
Kao Y-C, Tsou H-E, Chen C-J*, “Development of Multi-Source Weighted-Ensemble Precipitation: Influence of bias correction based on recurrent convolutional neural networks,” Journal of Hydrology, vol. 629, pp. 130621, https://doi.org/10.1016/j.jhydrol.2024.130621, 01 2024. (EI、SCI、JCR)
2.
Chen C-J*, Chi M-H, Ye J-R, “Assessing hydroclimate response to land use/cover change using coupled atmospheric-hydrological models,” Geoscience Letters, vol. 10, no. 54, pp. 1–12, https://doi.org/10.1186/s40562-023-00310-w, 11 2023. (EI、SCI、JCR)
3.
陳佳正, “氣象水文研究之發展概況與趨勢─從文獻計量學談起,” 土木水利, vol. 50, no. 3, pp. 4–11, 06 2023.
4.
Kan C-Y, Tsai C-C, Chen C-J, “Simple method for probabilistic seismic landslide hazard analysis based on seismic hazard curve and incorporating uncertainty of strength parameters,” Engineering Geology, vol. 314, pp. 107002, 03 2023. (EI、SCI、JCR)
5.
Lee T-Y, Chiu C-C, Chen C-J*, Lin C-Y, Shiah F-K, “Assessing future availability of water resources in Taiwan based on the Budyko framework,” Ecological Indicators, vol. 146, pp. 109808, https://doi.org/10.1016/j.ecolind.2022.109808, 02 2023. (EI、SCI、JCR)
6.
Chen C-J*, Bao S, “Hydro-climatic trends, variability, and regime shifts,” Atmosphere, vol. 14, no. 2, pp. 198, 01 2023. (EI、SCI、JCR)
7.
Tsai C-C, Huang L-Y, Chen C-J, “Earthquake- induced persistent and instantaneous groundwater variations caused by volumetric strain of soil in Taiwan from 1999 to 2020,” Soil Dynamics and Earthquake Engineering, vol. 164, pp. 1–10, 01 2023. (EI、SCI、JCR)
8.
Huang S-H, Mahmud K, Chen C-J*, “Meaningful trend in climate time series: a discussion based on linear and smoothing techniques for drought analysis in Taiwan ,” Atmosphere, vol. 13, no. 3, pp. 444, https://doi.org/10.3390/atmos13030444, 03 2022. (EI、SCI、JCR)
9.
Li P-L, Lin L-F, Chen C-J*, “Hydrometeorological assessment of satellite and model precipitation products over Taiwan,” Journal of Hydrometeorology, vol. 22, pp. 2897–2915, https://doi.org/10.1175/JHM-D-21-0130.1, 11 2021. (EI、SCI、JCR)
10.
陳彥丞，陳佳正, “小時雨量產生器應用於高屏地區氣候變遷淹水潛勢評估,” 中國土木水利工程學刊, vol. 33, no. 6, 10 2021.
11.
Mahmud K, Chen C-J*, “Space- and time-varying associations between Bangladesh's seasonal rainfall and large-scale climate oscillations,” Theoretical and Applied Climatology, vol. 145, pp. 1347–1367, 07 2021. (EI、SCI、JCR)
12.
Chen P-Y, Tung C-P, Tsao J-H, Chen C-J, “Assessing future rainfall intensity-duration-frequency characteristics across Taiwan using the k-nearest neighbor method,” Water, vol. 13, no. 11, pp. 1521, 05 2021. (EI、SCI、JCR)
13.
Tseng S-C, Chen C-J*, Senarath SUS, “Evaluation of multi-site precipitation generators across scales,” International Journal of Climatology, vol. 40, pp. 4638–4656, 08 2020. (EI、SCI、JCR)
14.
Chen C-J*, Chen C-C, Lo M-H, Juang J-Y, Chang C-M, “Central Taiwan’s hydroclimate in response to land use/cover change,” Environmental Research Letters, 02 2020. (EI、SCI、JCR)
15.
張哲敏，陳佳正, “應用類神經網路於颱風災損預測,” 災害防救科技與管理學刊, vol. 8(1), pp. 55–88, 03 2019.
16.
Shih D-S, Chen C-J*, Li M-H, Jang C-S, Chang C-M, Liao Y-Y, “Statistical and numerical assessments of groundwater resource subject to excessive pumping: Case study in Southwest Taiwan,” Water, 11(2), 360, 02 2019. (EI、SCI、JCR)
17.
林裕彬，詹士樑，陸曉筠，江莉琦，徐家雯，林昭遠，劉小蘭，吳振發，林峰田，李慧琳，陳佳正，莊振義，羅敏輝，簡旭伸，連宛渝，余佳珍，吳岱蓉，林士淵, “土地資源核心議題 - 土地系統動態變遷之因果與機制研究,” 臺灣土地研究, vol. 21(2), pp. 111–136, 11 2018.
18.
Chen C-J*, Lee T-Y, Chang C-M, Lee J-Y, “Assessing typhoon damages to Taiwan in the recent decade: return period analysis and loss prediction,” Natural Hazards, vol. 91(2), pp. 759–783, 03 2018. (EI、SCI、JCR)
19.
Chen C-J, Lee T-Y, “Variations in the correlation between teleconnections and Taiwan’s streamflow,” Hydrology and Earth System Sciences, vol. 21, pp. 3463–3481, 07 2017. (EI、SCI、JCR)
20.
Chen C-J*, Senarath SUS, Dima-West I, Marcella MP, “Evaluation and restructuring of gridded precipitation data over the Greater Mekong Subregion,” International Journal of Climatology, vol. 37, pp. 180–196, 01 2017. (EI、SCI、JCR)
21.
Chen C-J, Georgakakos AP, “Seasonal prediction of East African Rainfall,” International Journal of Climatology, vol. 35, no. 10, pp. 2698–2723, 08 2015. (EI、SCI、JCR)
22.
Chen C-J, Georgakakos AP, “Hydro-climatic forecasting using sea surface temperatures—methodology and application for the Southeast U.S.,” Climate Dynamics, vol. 42, pp. 2955–2982, 06 2014. (EI、SCI、JCR)
● 研討會論文 
1.
邱毓儒，陳佳正, “衛星與模式土壤水分數據之融合與降尺度分析,” 112年度農業工程研討會, 11 2023. 高雄,
2.
鄒享恩，陳佳正, “高解析度衛星降雨數據之修正與分析,” 112年度農業工程研討會, 11 2023. 高雄,
3.
Lu Y-Y and Chen C-J , “Assessment of river morphological changes based on coupling WRF-Hydro with SRH-2D models,” Asia Oceania Geosciences Society (AOGS) 20th Annual Meeting, 08 2023. Singapore,
4.
Tsou H-E and Chen C-J , “Correcting sub-daily satellite precipitation based on GRU and TrajGRU in Taiwan,” Asia Oceania Geosciences Society (AOGS) 20th Annual Meeting, 08 2023. Singapore,
5.
Chiou Y-R and Chen C-J , “Deep learning-based multi-source soil moisture merging and downscaling in central Taiwan,” Asia Oceania Geosciences Society (AOGS) 20th Annual Meeting, 08 2023. Singapore,
6.
Wu W-F and Chen C-J , “Hybrid hydrodynamic-machine learning modeling-based flood susceptibility analysis under climate change,” Asia Oceania Geosciences Society (AOGS) 20th Annual Meeting, 08 2023. Singapore,
7.
Lu W-Y and Chen C-J , “River sediment prediction based on coupling WRF with GSSHA models,” Asia Oceania Geosciences Society (AOGS) 20th Annual Meeting, 08 2023. Singapore,
8.
鄒享恩，陳佳正, “基於深度學習模型之小時衛星降雨修正分析,” 第26屆水利工程研討會, 08 2023. 台中,
9.
邱毓儒，陳佳正, “結合多源數據融合與深度學習於土壤水分降尺度分析,” 第26屆水利工程研討會, 08 2023. 台中,
10.
Chen C-J, Chi M-H, “Combinatory impact of soil texture and land use/cover change on hydroclimate modeling over central Taiwan,” Asia Oceania Geosciences Society (AOGS) 20th Annual Meeting, 08 2023. Singapore,
11.
Chen C-J, Chi M-H, “Using numerical weather prediction and high-performance hydrologic-hydraulic models for flood forecasting ,” World Environmental and Water Resources Congress, 05 2023. Henderson, NV, USA,
12.
呂玟怡，陳佳正, “應用WRF與GSSHA模式於泥沙起動機制之研究,” 111年度農業工程研討會, 12 2022. 桃園,
13.
吳韋峰，陳佳正, “混合水理模式與機器學習之淹水潛勢分析,” 111年度農業工程研討會, 12 2022. 桃園,
14.
呂依芸，陳佳正, “應用WRF-Hydro與SRH-2D模式於河相演變之研究,” 111年度農業工程研討會, 12 2022. 桃園,
15.
Chen C-J, “Modeling assessment of hydroclimate variations in response to land use/cover change: Case study in central Taiwan,” Asia Oceania Geosciences Society (AOGS) 19th Annual Meeting, 08 2022. virtual,
16.
Chen C-J, “Flood forecasting by coupling numerical weather prediction and high-performance hydrologic-hydraulic models,” Korea Water Resources Association (KWRA) conference, 05 2022. virtual,
17.
紀旻宏，陳佳正, “耦合氣象水文和水理模式於即時洪災預報,” 110年度農業工程研討會, 10 2021. 雲林,
18.
高詠盛，陳佳正, “運用卷積長短期記憶網路於衛星與模式降雨之修正融合分析,” 110年度農業工程研討會, 10 2021. 雲林,
19.
紀旻宏，陳佳正, “運用高性能計算水動力模式於未來洪災潛勢推估,” 第25屆水利工程研討會, 09 2021. 台南,
20.
高詠盛，陳佳正, “應用長短期記憶網路修正衛星降雨資料,” 第25屆水利工程研討會, 09 2021. 台南,
21.
葉靜茹，陳佳正, “運用WRF-Hydro模式於中台灣水文收支分 析,” 109年度農業工程研討會, 10 2020. 台北,
22.
黃詩涵，陳佳正, “代理模型於氣候風險評估之應用,” 109年度農業工程研討會, 10 2020. 台北,
23.
李品倫，陳佳正, “基於GPM與WRF模式之降雨資料於台灣不同季節之評比,” 108年度農業工程研討會, 10 2019. 彰化,
24.
陳彥丞，陳佳正, “運用高解析度氣象資料繁衍與二維模式於未來洪災潛勢推估,” 108年度農業工程研討會, 10 2019. 彰化,
25.
Li P-L, Chen C-J, “Assessment of WRF and IMERG precipitation over Taiwan,” Asia Oceania Geosciences Society (AOGS) 16th Annual Meeting, 07 2019. Singapore,
26.
Chen Y-C, Chen C-J, “Assessment of weather generators at fine spatiotemporal scales,” Asia Oceania Geosciences Society (AOGS) 16th Annual Meeting, 07 2019. Singapore,
27.
陳佳正, “經驗式水文氣候預報之發展,” 2019臺灣地球科學聯合學術研討會暨108年天氣分析與預報研討會, 05 2019. 台北,
28.
Yu C-Y, Chen C-J, “Flood simulation and loss estimate subject to land use/cover changes based on coupled 1D-2D analysis and neural networks,” EGU General Assembly 2019, 04 2019. Vienna, Austria,
29.
Chuang P-P, Chen C-J, “Application of data-preprocessing and -driven methods for irrigation water prediction,” EGU General Assembly 2019, 04 2019. Vienna, Austria,
30.
Chen C-J, Li P-L, “Evaluation of GPM- and model-based precipitation over Taiwan,” AGU Fall Meeting, 2019. San Francisco, CA, USA,
31.
Chen C-J, Lee T-Y, Yu C-Y, Chang C-M , “Predicting typhoon losses in Taiwan: From data-driven to detailed modeling,” AGU Fall Meeting, 12 2018. Washington, D.C., USA,
32.
游知紜，陳佳正, “應用二維淹水模式與機器學習於土地利用 變遷下之颱風洪水模擬與災損預測,” 107年度農業工程研討會, 11 2018. 高雄,
33.
莊佩霈，陳佳正, “應用奇異譜分析與機器學習於台灣月流量預報,” 107年度農業工程研討會, 11 2018. 高雄,
34.
陳佳正, “運用氣候指標與大尺度環流場於季節流量預報,” 107年度農業工程研討會, 11 2018. 高雄,
35.
Chen C-J, “Seasonal streamflow forecasting in Taiwan using derived climate variables,” 2018 International Conference on Environmental and Water Resources Engineering, 10 2018. Jeju Island, Korea,
36.
Chen C-J, Chen C-C, Chang C-M, Juang J-Y, Lo M-H, “Understanding the impact of land use/cover changes on regional climate modeling for Taiwan,” Asia Oceania Geosciences Society (AOGS) 14th Annual Meeting , 08 2017. Singapore,
37.
Tseng S-C, Chen C-J, “Intercomparison of stochastic weather generators using rainfall data in Taiwan,” Asia Oceania Geosciences Society (AOGS) 14th Annual Meeting , 08 2017. Singapore,
38.
Chen C-J, Lee T-Y, “Seasonal prediction of Taiwan’s streamflow using teleconnection patterns,” European Geosciences Union (EGU) General Assembly 2017, 04 2017. Vienna, Austria,
39.
Chen C-J, “Temporal disaggregation of seasonal forecasting for streamflow simulation,” World Environmental and Water Resources Congress 2016, 05 2016. (EI)West Palm Beach, FL, USA,
40.
Chen C-J, Jayasekera DL, Senarath SUS, “Assessing uncertainty in precipitation and hydrological modeling in the Mekong,” World Environmental and Water Resources Congress, 2015. (EI)Austin, Texas, USA,
41.
Chen C-J, Senarath SUS, “Implications of SRTM- and ASTER-based DEMs on hydrologic responses at various catchment scales,” World Environmental and Water Resources Congress, 2014. (EI)Portland, Oregon, USA,
研究計畫
  2. 1. 利用衛星與模式資料產製高解析度土壤含水量之研究
  3. 補助單位：水保署
  4. 執行期間: 2024-02-01 ~ 2024-12-31
  5.  
  2. 2. 臺灣氣候跨領域之風險評估與智慧調適服務之研究-氣候智慧調適演算法–多源資訊與模式方法之開發與整合
  3. 補助單位：國科會
  4. 執行期間: 2023-08-01 ~ 2025-07-31
  5.  
  2. 3. 全球環境變遷下之區域洪災評估：動力統計混合模型架構
  3. 補助單位：科技部
  4. 執行期間: 2020-08-01 ~ 2023-07-31
  5.  
  2. 4. 臺灣氣候智慧調適與跨領域氣候風險評估之研究－發展氣候智慧調適演算法-跨領域風險評估與動態調適路徑建構
  3. 補助單位：科技部
  4. 執行期間: 2019-08-01 ~ 2022-07-31
  5.  
  2. 5. 台灣颱風巨災模型：颱風特性分析、災損預測、與風險評估
  3. 補助單位：科技部
  4. 執行期間: 2018-08-01 ~ 2019-07-31
  5.  
  2. 6. 東亞與東南亞水文氣候預報—預報方法與整合型模式之建置
  3. 補助單位：科技部
  4. 執行期間: 2017-08-01 ~ 2018-10-31
  5.  
  2. 7. 土地系統動態變遷之因果與機制研究—台灣土地利用與覆蓋變遷與區域大氣與水文氣象及大尺度氣候變異之交互作用
  3. 補助單位：科技部
  4. 執行期間: 2016-08-01 ~ 2019-07-31
  5.  
  2. 8. 東亞與東南亞水文氣候預報—全球遙相關型、預報方法、與整合型模式
  3. 補助單位：科技部
  4. 執行期間: 2015-11-01 ~ 2017-07-31
  5.  
其他