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研究室指導教授 / Lab Advisor
研究室指導教授 / Lab Advisor
黃浚瑋 / Huang, Chun-Wei
黃浚瑋 / Huang, Chun-Wei
國立陽明交通大學土木工程學系/水利及海洋工程組/助理教授
Assistant Professor, Department of Civil Engineering (Hydraulic and Ocean Engineering), National Yang Ming Chiao Tung University.
國立臺灣大學生物環境系統工程博士
Ph. D. of Bioenvironmental Systems Engineering, National Taiwan University.
Email: chun-wei.huang@nycu.edu.tw; chun-wei.huang@aya.yale.edu
研究興趣：地下水保育、水資源規劃、自然解方、生態系統服務、地景生態學、系統性保育規劃與生物多樣性保育規劃相關土地治理議題。
專業聚焦：人工智慧、機器學習、深度學習、地理人工智慧、生態及環境模擬與空間優先分析及空間最佳化模型。
I am interested in groundwater conservation, water resources planning, nature-based solutions, ecosystem services, landscape ecology, systematic conservation planning, and land governance related to biodiversity conservation. My expertise consists of artificial intelligence, machine learning, deep learning, GeoAI, ecological/environmental modeling, and spatial prioritization/optimization.
National Yang Ming Chiao Tung University / Assistant Professor/Department of Civil Engineering - Hydraulic and Ocean Engineering (2/2025 – now)
Center for GIS, RCHSS, Academia Sinica / Visiting Scholar (訪問學人)/ Center for GIS (6/2024 – 9/2024)
Ming Chi University of Technology / Associate Professor/General Education Center (2/2024 – 1/2025)
Ming Chi University of Technology / Assistant Professor/General Education Center / Center for Artificial Intelligence and Data Science (8/2019 – 1/2024)
National Taiwan University / Postdoctoral Research Scholar/Principal Investigator, Dept. of Geography (8/2018 – 7/2019)
National Chiao Tung University / Postdoc, Dept. of Civil Engineering (10/2015 – 7/2018)
Yale University / Post Doctoral Researcher, Yale School of Forestry and Environmental Studies (04/2016 – 05/2017)
Ming Chi University of Technology / Adjunct Assistant Professor, General Education Center (09/2014 – 07/2019)
· Lecturer of Biodiversity and Conservation
· Lecturer of Ecosystem Services and Environmental Management
Sinotech Engineering Consults, Ltd. / Environmental Engineer, Environmental Engineering Dept II. (03/2008 – 03/2009)
· Investigating Soil and Groundwater Pollution at the Gas Stations in Taiwan (the Fourth Project), 2008, Environmental Protection Administration, Executive Yuan, Taiwan. EPA-96-GA12-02-A216 (03/2008-03/2009)
碩士生（水利組）
Master's Students （Hydraulic and Ocean Engineering Group）
碩士生（水利組）
Master's Students （Hydraulic and Ocean Engineering Group）
邱文誼 / Chiu, Wen-I
邱文誼 / Chiu, Wen-I
研究主題：自然解方
Research Topic: Nature-based solutions
Publications:
Sha, H.-Y., Huang, C.-W.*, Chiu, W.-I., & Huang, S.-S., 2026, The Relationship Between Social Values of Groundwater Ecosystem Services and the Advancement of Nature-Based Solutions in Agricultural Contexts: An Exploratory Study. Japan Geoscience Union Meeting 2026, Tokyo.
Chiu, W.-I., Huang, C.-W. *, Sha, H.-Y., & Huang, S.-S., 2026, Applying multilayer perceptron to forecast allometric growth of mangrove seedlings: A case study in the Tamsui River. Japan Geoscience Union Meeting 2026, Tokyo.
Huang, C.-W.*, Hsin-Chi Liu, Hsin-Yu Sha, Wen-I Chiu, 2025, Seeing the Unseen: Exploring Groundwater Ecosystem Services in Land Subsidence Areas. Global Land Programme Asia Conference 2025. Taiwan. Taipei - Poster Award (Excellent).
沙芯妤 / Sha, Hsin-Yu
沙芯妤 / Sha, Hsin-Yu
研究主題：地下水生態系統服務
Research Topic: Groundwater ecosystem services
Publications:
Sha, H.-Y., Huang, C.-W.*, Chiu, W.-I., & Huang, S.-S., 2026, The Relationship Between Social Values of Groundwater Ecosystem Services and the Advancement of Nature-Based Solutions in Agricultural Contexts: An Exploratory Study. Japan Geoscience Union Meeting 2026, Tokyo.
Chiu, W.-I., Huang, C.-W. *, Sha, H.-Y., & Huang, S.-S., 2026, Applying multilayer perceptron to forecast allometric growth of mangrove seedlings: A case study in the Tamsui River. Japan Geoscience Union Meeting 2026, Tokyo.
Huang, C.-W.*, Hsin-Chi Liu, Hsin-Yu Sha, Wen-I Chiu,2025, Seeing the Unseen: Exploring Groundwater Ecosystem Services in Land Subsidence Areas. Global Land Programme Asia Conference 2025. Taiwan. Taipei - Poster Award (Excellent).
Participation in projects:
Participatory Assessment of Social Values for Groundwater Ecosystem Services. 參與式地下水支持之生態系統服務社會價值評估。原「以生態系統服務為基礎之水資源管理架構發展(永續學門整合型計畫)」併入－「國土計畫與生態系統服務：評估未來土地使用變遷對於生態系統服務供給與需求的影響(子計畫四)」NSTC 113-2621-M-305-002 -
碩士生（資訊科技組）
Master's Students （Information Technology Group）
碩士生（資訊科技組）
Master's Students （Information Technology Group）
黃聖陞 / Huang, Shen-Shen
黃聖陞 / Huang, Shen-Shen
研究主題：多模態機器學習 ＆ 環境水文地質探勘
Research Topic: Multimodal machine learning & Hydrogeological exploration
Publications:
中文期刊 ：
黃聖陞、黃浚瑋＊。精進電腦視覺模型於地層下陷區域村里尺度之民用抽水井偵測。臺灣水利74(1), 41-53。(2025)(EI)。
Conference Papers ：
Huang C.-W., Yau S. Y., Huang S.-S., 2026, An Exploratory Study of Advancing Groundwater Modeling Using a Multi-agent Framework. Japan GeoScience Union Meeting 2026, Tokyo.
Sha, H.-Y., Huang, C.-W.*, Chiu, W.-I., & Huang, S.-S., 2026, The Relationship Between Social Values of Groundwater Ecosystem Services and the Advancement of Nature-Based Solutions in Agricultural Contexts: An Exploratory Study. Japan Geoscience Union Meeting 2026, Tokyo.
Chiu, W.-I., Huang, C.-W.*, Sha, H.-Y., & Huang, S.-S., 2026, Applying multilayer perceptron to forecast allometric growth of mangrove seedlings: A case study in the Tamsui River. Japan Geoscience Union Meeting 2026, Tokyo.
Lin, Z.-H., Huang C.-W.*, Huang S.-S., Liu H.-I., Chen H.-H., 2025, Applying Computer Vision Models for Hydrogeological Exploration. International Conference on Smart Devices and Sustainable Energy, New Taipei, Taiwan.
Huang C.-W., Yau S. Y., Huang S.-S., 2024, Applying Deep Learning for Unconsolidated Sediment Classification: An Exploratory Study. Japan GeoScience Union Meeting 2024, Tokyo.
黃聖陞、黃浚瑋*、林正皓、劉弘一 (2025). 運用不同模態資料驅動模型於水文地質分類. 第27屆水利工程研討會, 新竹, 台灣.
黃浚瑋*、丘絲盈、黃聖陞 (2024)。「化繁為簡：以地理人工智慧探索地下水系統中巨量且分散之民用抽水」，台灣地理資訊學會30週年慶暨2024年學術研討會，台北，臺灣。
Participation in projects:
Hydrogeological Exploration Based on Deep Learning and Multimodal Data Fusion. 基於深度學習與多模態資料融合之水文地質探勘- NSTC 113-2221-E-131 -014 -MY3.
Applying Deep Learning and Borehole Drill-core Images for Hydrogeological Exploration. 應用深度學習與岩心影像於水文地質探勘- NSTC 112-2625-M-131-001 -
專題生
Undergraduate Students
專題生
Undergraduate Students
郭羽喬
郭羽喬
研究主題：以都市微型森林為自然解方之初探：連結水文量測與生態系統功能及服務（國科會大專生專題計畫申請中）
Research topic: An Exploratory Study of Nature-based Solutions via Tiny Forests: Linking Hydrological Measurement to Ecosystem Functions and Services.
楊廷豐
楊廷豐
研究主題：長短期記憶模型與水文預測
Research topic: Long-short term memory models & Hydrological prediction.
黃子晉
黃子晉
研究主題：電腦視覺
Research topic: Computer vision.
碩士畢業生
Master's graduate
碩士畢業生
Master's graduate
109學年度：
林思妤 （Lin, Si-Yu）
國立交通大學土木工程研究所碩士論文
Department of Civil Engineering National Chiao Tung University
碩士論文題目：應用卷積神經網路於抽水井辨識之研究 (第二十屆金圖獎碩士論文獎。台灣地理資訊協會，2024。)
Topic: Recognition of Pumping Wells using Convolutional Neural Networks.
Publications:
Chun-Wei Huang*, Si Ying Yau, Chiao-Ling Kuo, Tsai-Yu Kuan, Si-Yu Lin, Ching-Shih Tsou, Chuen-Fa Ni, Yuan-Chien Lin, Liang-Cheng Chang (2024, Feb). Identifying private pumping wells in a land subsidence area in Taiwan using deep learning technology and street view images. Journal of Hydrology: Regional Studies, 51(2024), 101636.
112學年度：
陳鐶篁 （Chen, Huan-Huang）
國立陽明交通大學土木工程研究所碩士
Department of Civil Engineering National Yang Ming Chiao Tung University
碩士論文題目：應用深度學習於未固結沉積物之自動化影像辨識
Topic: Applying Deep Learning to Automated Image Recognition of Unconsolidated Sediments
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