Journal Papers

Lin, Y.-A., Chung, K. S.*, Hsu, Y.-C., Yang, T.-H., Tsai, C.-C., Liao, H.-H. (2026, April).

Criticality of Ten-Minute Precipitation Resolution for Enhancing Flood Inundation Simulations in Rapidly Responding Basins.

Journal of Hydrology: Regional Studies, (under review)
Lin, C.-Y., Kunga, I.-T., Yang, T.-H.* (2026, April).

A Statistically Integrated Approach for Assessing Typhoon-Induced Rainfall in Taiwan under Climate Change Scenarios.

Journal of Hydrology: Regional Studies, (revised)
Chen, L. F., & Yang, T. H.* (2026, April).

Combining satellite imagery and digital elevation models to create flood depth maps for urban areas.

Taiwan Water Conservancy, accepted. (EI)
Yang, T. H.*, & Lin, J. C. (2025, December).

Using Physically Estimated Temperatures as Inputs to Enhance the Performance of an LSTM Model for Predicting Water Temperatures in Fishponds.

Smart Agricultural Technology, 101563. (N/M=4/126=3.17%, AGRONOMY, 2023)
Yang, T. H., Wijaya, O. T.*, Ardianto, S., & Christian, A. B. (2025, September)
Water, 17(18), 2739. (N/M=40/128=31.25%, WATER RESOURCES, 2023)
Ou, T.-H. Ou, Yang, T.-H.*, & Chang, P.-Z. (2025, April).
Water 2025, 17(7), 1055. (N/M=40/128=31.25%, WATER RESOURCES, 2023)
田芫瑗、楊尊華* (2025, March)
台灣水利,第七十三卷 第一期。(EI)
Li, H. H., Yang, T. H.*, & Tsai, C. C. (2024, December).
Smart Agricultural Technology, 100561. (N/M=4/126=3.17%, AGRONOMY, 2023)
Wijaya, O. T.*, & Yang, T. H. (2024, May).

Application of Parallel Computing on Hybrid Inundation Model, Case Study: Chiayi County Flood 23-24 August 2018.

In IOP Conference Series: Earth and Environmental Science (Vol. 1343, No. 1, p. 012017). IOP Publishing. (EI)
Yang, T. H.*, & Kao, H. M. (2023, November).
In IET Conference Proceedings CP868 (Vol. 2023, No. 45, pp. 41-43). Stevenage, UK: The Institution of Engineering and Technology. (EI)
陳立凡、楊尊華* (2023, October).
中國土木水利工程學刊,第三十五卷 第六期。(EI)
陳映彤、蕭學勇、楊尊華*、鄭兆尊、張雅琪 (2023, June).

未來氣候變遷條件下之漁業損失與調適措施成效

土木水利,第五十卷 第三期,DOI: 10.6653/MoCICHE.202306_50(3).0007。(EI)
Wijaya, O. T., Yang, T. H.*, Hsu, H. M., & Gourbesville, P. (2023, April).
Methods X, 10, 102202. (N/M=58/135=42.96%, MULTIDISCIPLINARY SCIENCES, 2021)
Tseng, K.-H., Yang, T.- H., Chen, P.-Y., Chien, H., Chen, C.-F., Hung, Y.-C. (2022, December).

Exploring the Feasibility of Mitigating Flood Hazards by an Existing Pond System in Taoyuan, Taiwan.

Drones, 7, 1. (N/M=14/63=22.22% REMOTE SENSING, 2023)
Liu, C. H., Yang, T. H.*., & Wijaya, O. T. (2022, November)

Development of an Artificial Neural Network Algorithm Embedded in an On-Site Sensor for Water Level Forecasting.

Sensors, 22(21), 8532. (N/M=19/64=29.69%, INSTRUMENTS & INSTRUMENTATION, 2021)
Chien, K.-Y.*, Yang, T.-H.

Improvement of an Cellular Automata Model for Urban Flood Modeling.

Japan Geoscience Union Meeting 2026, 24-29 May 2026, Chiba, Japan.
Lin, J.-C.*, Yang, T.-H.

Three Pathways for Physics Integration in Deep Learning: A Case Study on Fishpond Temperature Prediction.

Japan Geoscience Union Meeting 2026, 24-29 May 2026, Chiba, Japan.
Yang, T.-H.

Three Pathways for Physics Integration in Neural Network: A Case Study on Fishpond Temperature Prediction.

AI & Sustainability Forum: Exploring AI Across Sustainability Domains, 10 April 2026, Taipei, Taiwan.
林家麒*、楊尊華

物理消息神經網路與常規LSTM 模型魚池溫度預測中的性能表現

第27屆全國水利工程研討會,114年9月30日,新竹,台灣。
陳弘穎*、楊尊華
第27屆全國水利工程研討會,114年9月30日,新竹,台灣。
龔逸庭*、楊尊華
第27屆全國水利工程研討會,114年9月30日,新竹,台灣。
Lin, J.-C.*, Yang, T.-H.

Physics-Informed and Regular LSTM Model Performance for Fishpond Temperature Prediction.

2025 ICEO&SI Conference, 3-4 July 2025, Miaoli, Taiwan.
Ou, T.-H.*, Yang, T.-H.

Combining GenAI and IoT for Efficient Early Flood Warnings at the Community Level.

2025 ICEO&SI Conference, 3-4 July 2025, Miaoli, Taiwan.
Chen, H.-Y.*, Wu, C.-L., Yang, T.-H.

Using Synthetic Information from Numerical Models as Inputs for Artificial Intelligence to Produce Detailed Flood Map: A Preliminary Study.

Japan Geoscience Union Meeting 2025, 25-30 May 2025, Chiba, Japan.
Kung, I.-T.*, Yang, T.-H.

Using a Bayesian network model for typhoon rainfall prediction.

Japan Geoscience Union Meeting 2025, 25-30 May 2025, Chiba, Japan.
Yang, T.-H.*, Kuo, H.-L., Lin, C.-Y.

A Method for Evaluating the Impact of Typhoon-Induced Rainfall in Taiwan under Climate Change Scenarios Based on Statistic Models

The 3rd International Seminar on Earth Sciences and Technology 2024, 18-19 September 2024, Bandung, Indonesia.
Li, H-H, Yang, T. H.*., Tsai, C.-C.

Development of An Early Cold Snap Warning System for Inland Fish Farming

2024 ICEO&SI Conference, June 29, 30 2024, Taoyuan-, Taipei. Taiwan.
Tien, Y. Y.*, Yang, T. H.

Using the Bayesian theorem to assess flood damage in industrial areas in Taiwan.

Japan Geoscience Union Meeting 2024, 26-31 May 2024, Chiba, Japan.
Lee, W. T.*, Yang, T. H.

From Observation to Impact: Flood Damage Assessment Tools Developed for Urban Areas.

Japan Geoscience Union Meeting 2024, 26-31 May 2024, Chiba, Japan.
Yang, T. H.*

Develop edge computing-based sensory networks to mitigate the effects of natural disasters.

The 11th International Symposium on Water Environment Systems—– with Perspective of Global Safety, 16-17 November 2023, Sendai Japan.
Wijaya, O. T.*, Yang, T. H.

Application of Parallel Computing on Hybrid Inundation Model, Case Study: Chiayi County Flood 23-24 August 2018.

The 8th HYDRAULICS ENGINEERING INTERNATIONAL SEMINAR (HEIS), 2023, November, Jakarta, Indonesia.
Chan, L. F., Yang, T. H.*

Flood depth estimation for urban area using google earth engine and digital elevation based hydroprocessing models.

2023 AOGS, 2023, August, Singapore.
Wu, I. H., Yang, T. H.*

Managing flood risk during building construction process: A case study of Taichung International Convention and Exhibition Center.

2023 AOGS, 2023, August, Singapore.
Chan, L. F., Yang, T. H.*

Detailed flood mapping using Sentinel-1 images and digital elevation model.

2023 ICEO & SI Conference, 2023, June, Taipei, Taiwan.
劉承翰*, 楊尊華

結合樹莓派與類神經網路(ANN)即時進行變量流水位之預測

2022 ICEO &SI Conference, 111年8月30日-31日, 花蓮,台灣。
王思懿*, 楊尊華

以陸上養殖魚塭為目標開發之水溫模擬模式

2022 ICEO &SI Conference, 111年8月30日-31日, 花蓮,台灣。
陳映彤、蕭學勇、楊尊華*、鄭兆尊、張雅琪、鄭旭翔

以生活影響與漁業損失為標的探討氣候變遷條件 下之減災措施成效

第 25 屆水利工程研討會,110年9月9日-10日,台南,台灣
吳伯儒*, 楊尊華,蕭學勇

考慮地形高程與地表粗糙度之快速淹水模式發展

2021 ICEO &SI Conference, 110年6月27日-29日, 苗栗,台灣。
陳映彤*, 楊尊華

沿海低地淹水模擬與減災措施評估-以嘉義東石鄉養殖漁業為例

2021 ICEO &SI Conference, 110年6月27日-29日, 苗栗,台灣。
Chien, K.-Y.*, Yang, T.-H.

Improvement of an Cellular Automata Model for Urban Flood Modeling.

Japan Geoscience Union Meeting 2026, 24-29 May 2026, Chiba, Japan.
Lin, J.-C.*, Yang, T.-H.

Three Pathways for Physics Integration in Deep Learning: A Case Study on Fishpond Temperature Prediction.

Japan Geoscience Union Meeting 2026, 24-29 May 2026, Chiba, Japan.
Yang, T.-H.

Three Pathways for Physics Integration in Neural Network: A Case Study on Fishpond Temperature Prediction.

AI & Sustainability Forum: Exploring AI Across Sustainability Domains, 10 April 2026, Taipei, Taiwan.
Lin, Y.-A., Chung, K. S.*, Hsu, Y.-C., Yang, T.-H., Tsai, C.-C., Liao, H.-H. (2026, April).

Criticality of Ten-Minute Precipitation Resolution for Enhancing Flood Inundation Simulations in Rapidly Responding Basins.

Journal of Hydrology: Regional Studies, (under review)
Lin, C.-Y., Kunga, I.-T., Yang, T.-H.* (2026, April).

A Statistically Integrated Approach for Assessing Typhoon-Induced Rainfall in Taiwan under Climate Change Scenarios.

Journal of Hydrology: Regional Studies, (revised)
Chen, L. F., & Yang, T. H.* (2026, April).

Combining satellite imagery and digital elevation models to create flood depth maps for urban areas.

Taiwan Water Conservancy, accepted. (EI)
Yang, T. H.*, & Lin, J. C. (2025, December).

Using Physically Estimated Temperatures as Inputs to Enhance the Performance of an LSTM Model for Predicting Water Temperatures in Fishponds.

Smart Agricultural Technology, 101563. (N/M=4/126=3.17%, AGRONOMY, 2023)
Yang, T. H., Wijaya, O. T.*, Ardianto, S., & Christian, A. B. (2025, September)
Water, 17(18), 2739. (N/M=40/128=31.25%, WATER RESOURCES, 2023)
林家麒*、楊尊華

物理消息神經網路與常規LSTM 模型魚池溫度預測中的性能表現

第27屆全國水利工程研討會,114年9月30日,新竹,台灣。
陳弘穎*、楊尊華
第27屆全國水利工程研討會,114年9月30日,新竹,台灣。
龔逸庭*、楊尊華
第27屆全國水利工程研討會,114年9月30日,新竹,台灣。
Lin, J.-C.*, Yang, T.-H.

Physics-Informed and Regular LSTM Model Performance for Fishpond Temperature Prediction.

2025 ICEO&SI Conference, 3-4 July 2025, Miaoli, Taiwan.
Ou, T.-H.*, Yang, T.-H.

Combining GenAI and IoT for Efficient Early Flood Warnings at the Community Level.

2025 ICEO&SI Conference, 3-4 July 2025, Miaoli, Taiwan.
Chen, H.-Y.*, Wu, C.-L., Yang, T.-H.

Using Synthetic Information from Numerical Models as Inputs for Artificial Intelligence to Produce Detailed Flood Map: A Preliminary Study.

Japan Geoscience Union Meeting 2025, 25-30 May 2025, Chiba, Japan.
Kung, I.-T.*, Yang, T.-H.

Using a Bayesian network model for typhoon rainfall prediction.

Japan Geoscience Union Meeting 2025, 25-30 May 2025, Chiba, Japan.
Ou, T.-H. Ou, Yang, T.-H.*, & Chang, P.-Z. (2025, April).
Water 2025, 17(7), 1055. (N/M=40/128=31.25%, WATER RESOURCES, 2023)
田芫瑗、楊尊華* (2025, March)
台灣水利,第七十三卷 第一期。(EI)
Li, H. H., Yang, T. H.*, & Tsai, C. C. (2024, December).
Smart Agricultural Technology, 100561. (N/M=4/126=3.17%, AGRONOMY, 2023)
Yang, T.-H.*, Kuo, H.-L., Lin, C.-Y.

A Method for Evaluating the Impact of Typhoon-Induced Rainfall in Taiwan under Climate Change Scenarios Based on Statistic Models

The 3rd International Seminar on Earth Sciences and Technology 2024, 18-19 September 2024, Bandung, Indonesia.
Li, H-H, Yang, T. H.*., Tsai, C.-C.

Development of An Early Cold Snap Warning System for Inland Fish Farming

2024 ICEO&SI Conference, June 29, 30 2024, Taoyuan-, Taipei. Taiwan.
Tien, Y. Y.*, Yang, T. H.

Using the Bayesian theorem to assess flood damage in industrial areas in Taiwan.

Japan Geoscience Union Meeting 2024, 26-31 May 2024, Chiba, Japan.
Lee, W. T.*, Yang, T. H.

From Observation to Impact: Flood Damage Assessment Tools Developed for Urban Areas.

Japan Geoscience Union Meeting 2024, 26-31 May 2024, Chiba, Japan.
Wijaya, O. T.*, & Yang, T. H. (2024, May).

Application of Parallel Computing on Hybrid Inundation Model, Case Study: Chiayi County Flood 23-24 August 2018.

In IOP Conference Series: Earth and Environmental Science (Vol. 1343, No. 1, p. 012017). IOP Publishing. (EI)
Yang, T. H.*

Develop edge computing-based sensory networks to mitigate the effects of natural disasters.

The 11th International Symposium on Water Environment Systems—– with Perspective of Global Safety, 16-17 November 2023, Sendai Japan.
Wijaya, O. T.*, Yang, T. H.

Application of Parallel Computing on Hybrid Inundation Model, Case Study: Chiayi County Flood 23-24 August 2018.

The 8th HYDRAULICS ENGINEERING INTERNATIONAL SEMINAR (HEIS), 2023, November, Jakarta, Indonesia.