People

Website：http://www.chun-weihuang.com/

2025/02~present    Assistant Professor, Department of Civil Engineering at NYCU

2024/07~2024/09   Visiting Scholar, Center for GIS, RCHSS, Academia Sinica

2024/02~2025/01   Associate Professor, General Education Center at MCUT.

2019/08~2024/01   Assistant Professor, General Education Center at MCUT.

2018/08~2019/07   Postdoctoral Research Scholar, Department of Geography at NTU

2017/06~2018/07   Postdoc, Department of Civil Engineering at NCTU

2016/04~2017/04   Visiting Scholar, Yale School of Forestry and Environmental Studies

2015/09~2016/03   Postdoc, Department of Civil Engineering at NCTU

 

Relevant Experience

1. Member of the Taiwan Society of Groundwater Resources and Hydrogeology

2. Member of the Taiwan Geographic Information Society

3. Member of the Geography Society of China located in Taipei

4. Member of the Taiwan Agricultural Engineers Society

Project	Subsidy Agency	During Execution	Notes
The Development and Validation of the Urban-Friendly Leisure Walking Environment Evaluation Model and Planning Design Guidelines (II) : Integration of Real-Time Measurement, Digital Twin, and Deep Learning Technologies.	NSTC	2025/8~2026/7	CO-PI
Hydrogeological Exploration Based on Deep Learning and Multimodal Data Fusion.	NSTC	2024/8~2027/7	PI
Participatory Assessment of Social Values for Groundwater Ecosystem Services.	NSTC	2024/8~2025/7	CO-PI
Applying Deep Learning and Borehole Drill-core Images for Hydrogeological Exploration (II).	NSTC	2023/8~2024/7	PI
Applying Deep Learning and Borehole Drill-core Images for Hydrogeological Exploration (I).	NSTC	2022/8~2023/12	PI
Applying Deep Learning Technologies and Street View Images for Recognizing Pumping Wells and Cultivation Types in Land Subsidence Areas.	MOST	2021/8~2022/12	PI
Developing Land-use Planning Strategies for Mitigating Global Urbanization Based on Deep Learning.	MOST	2018/8~2021/12	Pi

Journal Paper

1. Wei-Ting Chen, Chia-Hsuan Hsu, Wen-Ta Yang, Chun-Wei Huang, Sofia Ya Hsuan Liou, Kung-Kuo Chiang, Hsiao-Wei Yuan* (2025, Apr). Green-Winged Teals (Anas crecca) inhabiting artificial wetlands are likely to ingest higher levels of microplastics compared to those in natural wetlands. Taiwania, 70(S), 2018-2027.
2. 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.
3. Chun-Wei Huang*, Jia Qing Ooi, Si Ying Yau (2023, Oct). The Landscape Ecological View of Vertebrate Species Richness in Urban Areas across Biogeographic Realms. Scientific Reports, 13(1), 16647.
4. Yuan-Chien Lin, Shan-Non Feng, Chun-Yeh Lai, Hsiao-Ting Tseng, Chun-Wei Huang (2023, Aug). Applying deep learning to predict SST variation and tropical cyclone patterns that influence coral bleaching. Ecological Informatics, 77(2023),102261.
5. Chung-Heng Hsieh, Ju-Yuan Yang, Chun-Wei Huang, Wei Chien Benny Chin (2023, Apr). The effect of water sound level in virtual reality: A study of restorative benefits in young adults through immersive natural environments. Journal of Environmental Psychology, 88, 102012.
6. Chun-Wei Huang, Chung-Heng Hsieh, and Chung-I Chen* (2023, Jan). To see what we need: Recognizing ecosystem services in a campus landscape through environmental education. Landscape and Ecological Engineering, (2023), 1-12.
7. Robert I. McDonald *, Burak Güneralp, Chun-Wei Huang, Karen C., Seto, Mingde, You. (2018, Jun). Conservation priorities to protect vertebrate endemics from global urban expansion. Biological Conservation, 224, 290-299.
8. Chun-Wei Huang*, Robert I. MCDONALD, Karen C. SETO (2018, May). The Importance of Land Governance for Biodiversity Conservation in an Era of Global Urban Expansion. Landscape and Urban Planning, 173, 44-50.
9. Pan, C.-C., Y.-W. Chen*, L.-C. Chang and C.-W., Huang, Developing a conjunctive use optimization model for allocating surface and subsurface water in an off-stream artificial lake system. Water 2016, 8(8), 315. 
10. Abeer, A.*, T.-K. Chang, C.-W., Huang, and S. Mazahreh, Using Landscape Metrics Analysis and Analytic Hierarchy Process to Assess Water Harvesting Potential Sites in Jordan. Environments. 2(3), 415-434.
11. Huang, C.-W.*, Y.-P. Lin, T.-Z. Ding, A. Johnathen, 2014, Developing a Cell-Based Spatial Optimization Model for Land-use Patterns Planning. Sustainability. 6, 9139-9158. 
12. Lin, Y.-P., C.-W. Huang*, T.-S. Ding, Y.-C. Wang, W.-T. Hsiao, N. Crossman, S. Lengyel, S.S. Dirk, 2014, Conservation planning to zone protected areas under optimal landscape management for bird conservation. Environmental Modelling and Software. 60, 121-133. 
13. Huang, C.-W., Y.-P. Lin*, L.-C. Chiang, Y.-C. Wang, 2014, Using CV-GLUE Procedure in Analysis of Wetland Model Predictive Uncertainty. Journal of Environmental Management. 140, 83-92.
14. Chen, Y.-W., C.-C. Chang*, C.-W. Huang, H.-J. Chu, 2013, Applying Genetic Algorithm and Neural Network to the Conjunctive Use of Surface and Subsurface Water. Water Resources Management. 27, 4731-4757. 
15. Wang, Y.-C., Y.-P. Lin*, C.-W. Huang, H.-J. Chu and W.-H. Ou, L.-C. Chiang, 2012, A system dynamic model and sensitivity analysis for simulating domestic pollution removal in a free water surface constructed wetland. Water Air and Soil Pollution. 223, 2719-2742.
16. Lin, Y.-P., C.-L. Wang, H.-H. Yu, C.-W. Huang, Y.-C. Wang, Y.-W. Chen, W.-Y. Wu, 2011, Monitoring and estimating the flow conditions and fish occurrence probability under various flow conditions at reach scale using Genetic algorithms and Kriging methods. Ecological Modelling. 222, 762-775.
17. Chu, H.-J., Y.-P. Lin*, C.-W. Huang, C.-Y. Hsu, and H.-Y. Chen, 2010, Model¬ing the Hydrologic Effect of Dynamic Land Use Change using a Distributed Hydro¬logic Model and a Spatial Land-use Allocation Model. Hydrological Processes. 24, 2538-2554. 
18. 黃聖陞, 黃浚瑋*（2026年03月）。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 (EI)。74(1), 41-53。
19. 黃浚瑋*, 丘絲盈, 鄭至傑, 倪春發, 張良正（2023年06月）。管理看不見的水─人工智慧技術於臺灣地下水治理之能力建構。臺灣水利 (EI)。112年度台灣水利期刊論文獎(特優)。
20. 黃浚瑋*, 黃嘉晴, 許苡蕾, 劉蔧嫻, 范孟雯, 柯智仁。（2021年10月）。奢華效應對臺灣都市—鄉村梯度上鳥類豐富度影響之初探。地理學報，(99), 33-57。 (TSSCI第一類核心期刊)。
21. 黃浚瑋、林裕彬、丁宗蘇、王咏潔。民國102年。農業環境景觀生態保育多目標規劃-以高山農場鳥類保育為例。農業工程學報 60(3): 30-41。
22. 張良正、陳宇文、朱宏杰、黃浚瑋。民國97年。運用遺傳演算法與類神經網路於地表地下聯合營運。農業工程學報54(2):81-93。農業工程學報論文獎。

Conference Papers

1. 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.
2. 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.
3. 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.
4. 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). 
5. 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.
6. Huang C.-W., Si Ying Yau, Sheng-Sheng Huang (2024, Jun). Applying Deep Learning for Unconsolidated Sediment Classification: An Exploratory Study. Japan GeoScience Union Meeting 2024, Tokyo, Japan. nstc 112-2625-M-131-001. 本人為第一作者、通訊作者. 
7. Huang C.-W., Yau S. Y., Chang L.-C., Chen H.-H., Ni C.-F. (2023, Jul). Applying Deep Learning on Borehole Drill-core Image Classification - An Exploratory Study. 20th Asia Oceania Geoscience Society., Singapore. nstc 111-2625-M-131-001. 本人為第一作者、通訊作者. 
8. Huang, C.-W., Si Ying Yau, Jia Qing Ooi, Meng-Wen Fan, and Jerome Chie-Jen Ko (2021, Nov). An exploratory study of mapping breeding bird richness using deep learning technology. 2021 International Consortium of Landscape and Ecological Engineering, Taipei. Taiwan. MOST 107-2410-H-131-003-MY3. 本人為第一作者、通訊作者. 
9. Huang, C.-W., Yi-Lei Hsu, Hui Xian Lau, and Jerome Chie-Jen Ko, (2020, May). Exploring Driving Forces of Avian Diversity in a Subtropical Asian City. EGU General Assembly 2020, Vienna, Austria. MOST 107-2410-H-131-003-MY3. 本人為第一作者、通訊作者. 疫情關係改為線上會議. 
10. Huang, C.-W., Ching-Ya Li (2019, Dec). Adapting to Rising Flood Risk on Urbanized Landscape: The Role of Land Governance. ICEO&SI 2019, Tinan, Taiwan. MOST 107-2410-H-131-003-MY3. 本人為第一作者、通訊作者. 
11. Huang, C.-W., Hui-Xian Lau (2019, Apr). Global analysis for recognizing the relationships between urban biodiversity and urban landscape patterns. American Association of Geographers Annual Meeting. DC. USA. MOST 107-2410-H-131-003-MY3. 本人為第一作者、通訊作者. 
12. Huang, C.-W., Chung-I Chen (2018, Sep). Evaluating Ecosystem Services of a Campus in an Urban Area Based on Social Values. 2018 Asia Global Land Project Conference. MOST 107-2410-H-131-003-MY3. 本人為第一作者、通訊作者. 
13. Chun-Wei Huang, Yu-Pin Lin (2014). Developing a Cell-Based Spatial Optimization Model for Land-use Patterns Planning. 2014 Asia Global Land Project Conference, Taipei, Taiwan. 本人為第一作者、通訊作者. Suggested paper for Sustainability (Sustainability | An Open Access Journal from MDPI). 
14. Huang, C.-W., Y.-P. Lin, Huang, T., Chiang, L.-C., Hu, M.-C. (2012). Assessing the Ecosystem Services of Water Resources and Runoff Regulation in the Upstream of Highly Urbanized Area - A case study in Wutu Watershed, Taiwan. International Conference on Hydrology and Ground Water Expo, USA. SA. 本人為第一作者、通訊作者. 
15. Huang, Tao, Chun-Wei Huang, Yu-Pin Lin, (2011). Applying Ecosystem Service Assessment for Sustainable Watershed Management in Bao-Chiao Area. PAWEES 2011 International Student’s Conference, Taipei, Taiwan. 
16. Yung-Chieh Wang, Yu-Pin Lin, Chun-Wei Huang, Hone-Jay Chu (2010, Jul). A Generalized Likelihood Sensitivity Analysis for Simulating the Water Quality of Constructed Wetlands. The 5th International Conference on Environmental Science and Technology (IC EST2010), U.S. Houston. Student Paper Award (The American Academy of Sciences). 第5屆美國國家科學院IC EST2010學生論文獎. 
17. 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.
18. 黃浚瑋, 丘絲盈,黃聖陞（2024年07月）。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，臺北, 臺灣。國科會：112-2625-M-131-001。本人為第一作者、通訊作者。 
19. 黃浚瑋,許震璿,丘絲盈,陳鐶篁,張良正（2023年10月）。應用語義分割電腦視覺模型於水文地質探勘。2023第十五屆地下水資源及水質保護研討會，新竹。國科會：111-2625-M-131-001。本人為第一作者、通訊作者。 
20. 丘絲盈, 黃浚瑋*, 李奕賢, 倪春發（2022年11月）。應用人工智慧電腦視覺技術於私井納管之能力建構。2022第十四屆地下水資源暨地下水質保護研討會，台中。國科會：110-2625-M-131-001。本人為通訊作者。 
21. 丘絲盈, 黃浚瑋, 黃嘉晴（2021年10月）。應用深度學習於都市-鄉村梯度上的鳥類多樣性變化之初探。2021中國地理學會暨學術研討會，彰化，臺灣(線上會議)。。科技部：107-2410-H-131-003-MY3。本人為通訊作者。 
22. 倪春發, 余化龍, 蘇育生, 許少華, 黃浚瑋（2021年10月）。濁水溪沖積扇地下水環境補充調查及資料分析與應用。2021第十三屆地下水資源及水質保護研討會暨臺灣地下水資源暨水文地質學會年會，台北，台灣。科技部：110-2625-M-131-001。 
23. 黃浚瑋, 林昱昇, 丘絲盈, 管采榆, 張良正, 倪春發(2021)（2021年10月）。不同卷積神經網路於抽水井影像辨識能力之比較。2021第十三屆地下水資源及水質保護研討會暨臺灣地下水資源暨水文地質學會年會，台北，臺灣。。科技部：110-2625-M-131-001。本人為第一作者、通訊作者。 
24. 黃浚瑋, 管采榆, 林昱昇, 林思妤, 丘絲盈, 王意程, 張良正（2021年05月）。應用卷積神經網路於農用淺層抽水井之辨識。2021中國地理學會暨學術研討會，彰化，臺灣。。科技部：107-2410-H-131-003-MY3。本人為第一作者、通訊作者。 
25. 林思妤, 黃浚瑋, 張良正, 郭巧玲, 林昱昇, 管采榆（2020年11月）。深度學習於淺層抽水井空間分布調查之初探。2020臺灣地下水資源暨水文地質學會年會及第十二屆地下水資源及水質保護研討會，基隆，台灣。科技部：107-2410-H-131-003-MY3。本人為通訊作者。 
26. 黃浚瑋, 黃嘉晴, 許苡蕾, 劉蔧嫻, 柯智仁 （2020年11月）。都市-鄉村梯度上的鳥類多樣性變化─景觀生態與社會經濟因子的影響。第24屆臺灣地理國際 ╳ 2020中國地理學會聯合學術研討會，Taipei, Taiwan。科技部：107-2410-H-131-003-MY3。本人為第一作者、通訊作者。 
27. 黃浚瑋, 許苡蕾（2020年03月）。連結景觀生態特徵與生態系服務於都市綠色空間規劃。第二十四屆(2020 年）國土規劃論壇，Tinan, Taiwan。科技部：107-2410-H-131-003-MY3。本人為第一作者、通訊作者。 
28. 黃浚瑋, 許苡蕾（2019年08月）。運用啟發式空間優化模式於生態保育及都市發展競合之研究。2019第十二屆海峽兩岸暨港澳地區遙感與空間資訊研討會，台北、台灣。科技部：107-2410-H-131-003-MY3。本人為第一作者、通訊作者。 
29. 黃浚瑋（2019年05月）。全球都市化下的生態保育：淺談人工智慧方法與土地治理策略。2019臺灣地球科學聯合學術研討會，台北、台灣。科技部：107-2410-H-131-003-MY3。本人為第一作者、通訊作者。 
30. 黃浚瑋（2019年03月）。緩解生態保與都市發展之地景規劃策略研究。2019第二十三屆國土規劃論壇，台南、台灣。科技部：107-2410-H-131-003-MY3。本人為第一作者、通訊作者。 
31. 蕭戎雯、黃浚瑋、吳承寰、江莉琦、蕭維德、林裕彬（2013年）。土地利用變遷對大屯溪流域生態系統服務變化之評估。102年度農業工程研討會。 
32. 黃浚瑋、林裕彬（2013年）。建立網格式空間優化模式於都市發展與生態保育之競合研究。臺灣地球科學聯合學術研討會，桃園，台灣。本人為第一作者、通訊作者。 
33. 張育啟, 曾靖恩, 黃浚瑋, 林裕彬（2011年）。系統動力溼地模式結構不確定性分析。100年度農業工程研討會，台北，台灣。 
34. 林裕彬, 朱宏杰, 黃浚瑋, 陳虹螢, 唐嘉禧（2009年）。應用分佈式水文模式於五堵集水區土地利用管理。十八屆水利工程研討會。 
35. 黃浚瑋, 朱宏杰, 林裕彬 （2009年）。考量景觀指數最佳化之土地管理於五堵集水區水文量變化之研究。98年度農業工程研討會，台中，台灣。本人為第一作者、通訊作者。