研究室成員

鍾秉宸
  • 姓名:鍾秉宸
  • 英文姓名:Jhong, Bing-Chen
  • e-mail:jhongbc@ntu.edu.tw
  • 電話:02-3366-3489
現職
台大生物環境系統工程學系 博士後研究
研究領域
即時降雨及淹水預報、機器學習與人工智慧、水文及水資源、水資訊學、水相關減災研究
學歷
國立台灣大學土木工程學系 博士
國立成功大學水利及海洋工程學系 學士
道明中學
經歷
國立台灣大學土木工程學系 博士後研究,2015.10~2017.07
著作
  1. Refereed Journal Papers
    1. Jhong BC*, Tung CP, 2018, Spatial risk assessment of extreme precipitation for climate adaptation with a four-stage copula-based approach, Advances in Water Resources, Under Review. (SCI)
    2. Huang CC, Fang HT, Ho HC, Jhong BC*, Development of a two-stage forecasting approach combining density current and MGSVM-based models for hourly suspended sediment concentration during typhoon periods, Journal of Hydrology, Under Review. (SCI)
    3. Jhong BC*, Tung CP, 2018, Evaluating future joint probability of precipitation extremes with a copula-based assessing approach in climate change, Water Resources Management, Vol. 32, No. 13, pp. 4253–4274. http://dx.doi.org/10.1007/s11269-018-2045-y (SCI)
    4. Wang JH, Lin GF, Jhong BC, 2018, Effective real-time forecasting of inundation maps for early warning systems during typhoons, MATEC Web of Conferences, Vol. 147, 03014. (EI)
    5. Tung CP, Tsao JH, Perng PW, Chen PY, Li YH, Jhong BC, 2017, Study on climate-smart water resources, Submitted to Journal of Taiwan Land Research, Under Review. (in Chinese)
    6. Fang HT, Jhong BC, Tan YC, Ke KY, Chen PC, 2017, An integrated ANN-based algorithm to forecast spatial-temporal groundwater level, Journal of Engineering Environment, Vol. 37, pp. 112–128. (in Chinese)
    7. Fang HT, Jhong BC, Tan YC, Ke KY, 2017, A two-stage approach integrating SOM- and MOGA-SVM-based algorithms to forecast spatial-temporal groundwater level with meteorological factors, Submitted to Water Resources Management, Revision. (SCI)
    8. Jhong BC, Wang JH, Lin GF, 2017, An integrated two-stage support vector machine approach to forecast inundation maps during typhoons, Journal of Hydrology, Vol. 547, pp. 236–252. (SCI) http://dx.doi.org/10.1016/j.jhydrol.2017.01.057
    9. Wang JH, Jhong BC, Lin GF, 2016, Effective real-time forecasting of inundation maps during typhoons, Journal of Taiwan Agricultural Engineering, Vol. 62, No. 4, pp. 69–86. (in Chinese) (EI)
    10. Jhong BC, Wang JH, Lin GF, 2016, Improving the long lead-time inundation forecasts using effective typhoon characteristics, Water Resources Management, Vol. 30, Issues 12, pp. 4247–4271. http://dx.doi.org/10.1007/s11269-016-1418-3 (SCI)
    11. Lin GF, Jhong BC, 2015, A real-time forecasting model for the spatial distribution of typhoon rainfall, Journal of Hydrology, Vol. 521, pp. 302–313. http://dx.doi.org/10.1016/j.jhydrol.2014.12.009 (SCI)
    12. Lin GF, Jhong BC, Chang CC, 2013, Development of an effective data-driven model for hourly typhoon rainfall forecasting, Journal of Hydrology, Vol. 495, pp. 52–63. http://dx.doi.org/10.1016/j.jhydrol.2013.04.050 (SCI)
  2. Conference Papers
    1. Jhong BC*, Tsao JH, Tung CP, 2018, Climate risk assessment and adaptation integrating climate adaptation 6-step procedure: A case study of rice paddy in the agricultural field, Proceedings of the 2018 Annual Conference of the Taiwan Agricultural Engineers Society, Kaohsiung, Taiwan. (in Chinese)
    2. Lai CJ, Jhong BC, Tsao JH, Tung CP, 2018, Wisdom service for the decision support of soybean production in Taiwan: A case study of the central Taiwan agricultural cooperative, Proceedings of the 2018 Annual Conference of the Taiwan Agricultural Engineers Society, Kaohsiung, Taiwan. (in Chinese)
    3. Tung CP, Tsao JH, Huang J, Perng PW, Huang YH, Jhong BC, 2018, Transdisciplinary climate risk assessment and climate adaptation technology service, The Asia Oceania Geosciences Society 15th Annual Meeting (AOGS 2018), Honolulu, Hawaii.
    4. Jhong BC*, Chang HK, Tung CP, 2018, Assessing potential effects of climate change on inundation patterns with a meta-model-based approach, European Geosciences Union General Assembly 2018 (EGU 2018), Vienna, Austria.
    5. Jhong BC*, Tung CP, 2017, Effect of climate change on future joint probability of precipitation extremes: a case study in Taiwan, Taiwan Climate Change projection and adaptation Information Platform (TCCIP) 2017 International Conference, Taipei, Taiwan. (Invited Lecture)
    6. Lin CY, Jhong BC, Chen PY, Tung CP, 2017, Development of surrogate model for the hydrological module of SWAT, PAWEES 2017 International Conference, Taichung, Taiwan. (Student Paper Competition: Excellent Oral Presentation)
    7. Jhong BC*, Tung CP, 2017, Spatiotemporal variations of future joint probability of precipitation extremes for watershed-scale assessment of floods and droughts in Taiwan, PAWEES 2017 International Conference, Taichung, Taiwan.
    8. Jhong BC*, Tung CP, 2017, Effect of climate change on temporal-spatial variations of future extreme precipitation, Proceedings of the 2017 Annual Conference of the Taiwan Agricultural Engineers Society, Taichung, Taiwan. (in Chinese)
    9. Wang JH, Lin GF, Jhong BC, 2017, Effective real-time forecasting of inundation maps for early warning systems during typhoons, The Third International Conference on Sustainable Infrastructure and Built Environment (SIBE-2017), Bandung, Indonesia.
    10. Chen CL, Lin GF, Wang JH, Jhong BC, 2017, Spatial prediction of flood hazard risk using a novel machine learning approach, The 2017 APEC Typhoon Symposium – The Challenges and Opportunities for Typhoon and Flood Forecasting, Taipei, Taiwan.(Student Poster Competition: First Place, Hydrological Science-Master’s Students Division)
    11. Jhong BC*, Wang JH, Lin GF, 2016, Effective typhoon characteristics and their effects on hourly inundation forecasting during typhoons, The 4th International Symposium on Water Environment Systems - with Perspective of Global Safety, Sendai, Japan. (Invited Lecture)
    12. Chen CL, Wang JH, Jhong BC, Lin GF, 2016, Flood susceptibility assessment using a data-driven approach, The Asia Oceania Geosciences Society 13th Annual Meeting (AOGS 2016), Beijing, China.
    13. Wang JH, Jhong BC, Lin GF, 2016, A novel approach using ensemble forecasts for improving rainfall forecasting during typhoons, The Asia Oceania Geosciences Society 13th Annual Meeting (AOGS 2016), Beijing, China.
    14. Wang JH, Lin GF, Jhong BC, 2016, Long lead-time forecasting of inundation maps during typhoons, The 2016 APEC Typhoon Symposium – Recent Development of Typhoon and Flood Forecasting Techniques and Applications, Taipei, Taiwan.
    15. Chen PA, Lin GF, Lai JS, Chang MJ, Lee FZ, Jhong BC, 2016, Suspended sediment load prediction using multi-objective genetic algorithm and the improved self-organizing linear output model, The 2016 APEC Typhoon Symposium – Recent Development of Typhoon and Flood Forecasting Techniques and Applications, Taipei, Taiwan.
    16. Fang HT, Tan YC, Jhong BC, 2016, Development of a complex groundwater model to assess the relation among groundwater resource exploitation, seawater intrusion and land subsidence, 2016 EGU General Assembly, Vienna, Austria.
    17. Lin GF, Jhong BC, Wang JH, Chang MJ, 2015, Development of a real-time typhoon flood forecasting model, 2015 CHES Annual Conference: International Session, Nanjing, China.
    18. Wang JH, Lin GF, Jhong BC, 2015, Effective forecasting for real-time inundation during typhoon periods, Proceedings of the 2015 Annual Conference of the Taiwan Agricultural Engineers Society, pp. 444-464. (in Chinese)
    19. Wang JH, Lin GF, Jhong BC, 2015, Effective real-time inundation depth forecasting during typhoon periods, The 2015 International Workshop on Typhoon and Flood – APEC Experience Sharing on Hazardous Weather Events and Risk Management, Taipei, Taiwan.
    20. Jhong BC, Lin GF, 2014, Integration of multi-objective genetic algorithm and support vector machine for hourly typhoon rainfall forecasting, Proceedings of the 11th International Conference on Hydroinformatics, Paper 198, New York City, USA.
    21. Wang JH, Lin GF, Jhong BC, 2014, Inundation simulation on the application of a physically based two-dimensional model due to typhoon heavy rainfall, The Asia Oceania Geosciences Society 11th Annual Meeting (AOGS 2014), Sapporo, Japan.
    22. Jhong BC, Lin GF, 2014, Hourly typhoon rainfall forecasting using meteorological data through the integration of multi-objective genetic algorithm and support vector machine, The Asia Oceania Geosciences Society 11th Annual Meeting (AOGS 2014), Sapporo, Japan.
    23. Wang JH, Lin GF, Jhong BC, 2014, Simulation of inundation caused by typhoon heavy rainfall using a physically based two-dimensional model, European Geosciences Union General Assembly 2014, Vienna, Austria.
    24. Jhong BC, Lin GF, 2013, Effective meteorological variables and their effects on hourly typhoon rainfall forecasting, Proceedings of the 21th Hydraulic Engineering Conference. (in Chinese)
    25. Wang JH, Huang YC, Lin GF, Jhong BC, 2013, Inundation disaster due to heavy rainfall occurred during typhoon using FLO-2D, The 2013 APEC Typhoon Symposium, Taipei, Taiwan.
    26. Jhong BC, Lin GF, 2013, Effective forecasting for hourly typhoon rainfall by integrating multi-objective genetic algorithm and support vector machine, The 2013 APEC Typhoon Symposium, Taipei, Taiwan.
    27. Jhong BC, Lin GF, 2012, Using meteorological parameters to improve hourly typhoon rainfall forecasting, Proceedings of the 10th International Conference on Hydroinformatics, Hamburg, Germany.
    28. Jhong BC, Lin GF, Wu MC, 2012, Effects of meteorological variables on hourly typhoon rainfall forecasting. The 2012 APEC Typhoon Symposium and the 2012 International Workshop on Typhoon and Flood, Taipei, Taiwan.
    29. Lin GF, Jhong BC, Huang PK, 2011, Change in ozone over northern Taiwan associated with global climate change (2), Proceedings of the Annual Symposium of the 2010 and 2011 Agricultural Water Resources Research Projects, Council of Agriculture, pp. 228-237. (in Chinese)
    30. Lin GF, Jhong BC, Huang PK, 2011, Change in ozone over northern Taiwan associated with global climate change (1), Proceedings of the Annual Symposium of the 2010 and 2011 Agricultural Water Resources Research Projects, Council of Agriculture, pp. 412-422. (in Chinese)
    31. Lin GF, Chiou JW, Chang CC, Jhong BC, 2011, The influence of climate change on typhoon warning days in Taiwan, Proceedings of the 2011 Annual Conference of the Taiwan Agricultural Engineers Society, pp. 334-348. (in Chinese)
    32. Jhong BC, Lin GF, Wu MC, 2011, Support vector machines for effective forecasting of typhoon rainfall in Taiwan, Proceedings of the 2011 International Workshop on Typhoon and Flood, p. 52.
    33. Lin GF, Chen GR, Wu MC, Chou YC, Jhong BC, 2010, Application of support vector machines for effective hourly rainfall forecasting during typhoons, Proceedings of the 9th International Conference on Hydroinformatics, Tianjin, China, pp. 1778-1785.
    34. Lin GF, Chou YC, Jhong BC, Chen GR, 2009, Support vector machine-based models for rainfall forecasting during typhoons, Proceedings of the 2009 Annual Conference of the Taiwan Agricultural Engineers Society, pp. 100-112. (in Chinese)
    35. Jhong BC, Lin GF, Chou YC, Chen GR, 2009, Typhoon rainfall forecasting using support vector machines, Proceedings of the 18th Hydraulic Engineering Conference, pp. L49-L57. (in Chinese)