Home Faculty Surveying and Geomatics

 
Yang, Ming-Der Dean of College of Engineering & ProfessorSurveying and Geomatics
Title
Dean of College of Engineering & Professor
TEL
(04) 2284-0437 ext. 214
E-Mail
mdyang@dragon.nchu.edu.tw
Office
Room 405, Concrete Technology Research Center
Record
Ph.D.(1996),Ohio State University, USA
Web site
http://www.aipaltech.com  
Experience
Distinguish Professor, Department of Civil Engineering, National Chung Hsing University (2016/08-present)
Professor and Chair, Department of Civil Engineering, National Chung Hsing University (2019/08-present)
Professor, Department of Civil Engineering, National Chung Hsing University (2008/02-present)
Vice Dean, School of Innovation and Industry Liaison, National Chung Hsing University (2015/08-2018/07)
Director, Center for Environmental Restoration and Disaster Mitigation, National Chung Hsing University (2010/08-2014/09)
Associate Professor, Department of Civil Engineering, National Chung Hsing University (2004/08-2008/01)
Assistant Professor, Department of Civil Engineering, National Chung Hsing University (2000/02-2004/07)
Associate Professor, Department of Construction Engineering, Chaoyang University of Technology (1997/08-2000/01)
Adjunct Associate Professor, Department of Construction Engineering, Chaoyang University of Technology (1997/02-1997/07)
Postdoctoral Fellow, Department of Civil Engineering, National Taiwan University (1997/04-1997/07)
Research Areas
Remote Sensing, Image Processing, Geomatics, Environmental Monitoring, Disaster Assessment
Awards
A.Awards and Honors
2016-2022: Distinguish Professor at National Chung Hsing University
2015: Honorable Mention in 2015 Long-Term Startup competition
2015: Excellent performance in industry-academia cooperation at National ChungHsing University
2015: Top 40 at Fiti innovation and startup, MOST
2014: Top 20 at Fiti innovation and startup, MOST
2014: Excellent performance in industry-academia cooperation at National ChungHsing University
2014: Excellent performance in service at National ChungHsing University
2013-2015: Special talent reward at MOST
2013: Innovation in Mobile Mapping Technology Awards in 8th International Symposium on Mobile Mapping Technology
2013: Gold medal in 16th International Salon of inventions and innovation technologies “Archimedes”
2013: Excellent performance in industry-academia cooperation at National ChungHsing University

B.International organization
1.CENTRA (Collaborations to Enable Transnational Cyberinfrastructure Applications)
2.CODATA (International Council for Science: Committee on Data for Science and Technology)
3.PRAGMA (Pacific Rim Application and Grid Middleware Assembly)
Courses
  1. 上學期
  2. Surveying(I)
  3. Credit：2
  4. Class：大二
  1. 上學期
  2. Remote Sensing
  3. Credit：3
  4. Class：碩士
  1. 下學期
  2. Surveying(Ⅱ)
  3. Credit：2
  4. Class：大二
  1. 下學期
  2. Remote Sensing
  3. Credit：3
  4. Class：碩士、碩專班
  1. 下學期
  2. Urban Decision Support Systems
  3. Credit：3
  4. Class：碩士、碩專班
Selected Publications
● Referred Papers 
1.
Ming-Der Yang(楊明德), Hsin-Hung Tseng*, “Rule-Based Multi-Task Deep Learning for Highly Efficient Rice Lodging Segmentation,” Remote Sensing, vol. 17, no. 1505, pp. 18 pages, doi.10.3390/rs17091505, 04 2025. (SCI)
2.
Ming-Der Yang(楊明德), Yu-Chun Hsu*, Tsai-Ting Liu, Han-Hui Huang, “Enhancing grain moisture prediction in multiple crop seasons using domain adaptation AI,” Computers and Electronics in Agriculture , vol. 231, no. 110058, pp. 19 pages, doi.10.1016/j.compag.2025.110058, 04 2025. (SCI)
3.
Ming-Der Yang(楊明德), Yu-Chun Hsu*, Wei-Cheng Tseng,Hsin-Hung Tseng, Ming-Hsin Lai, “Precision assessment of rice grain moisture content using UAV multispectral imagery and machine learning,” Computers and Electronics in Agriculture, vol. 230, no. 109813, pp. 22 pages, doi.10.1016/j.compag.2024.109813, 03 2025. (SCI、JCR)
4.
楊明德、許鈺群, “遙感探測技術於災害分析與應用——以無人機雲端勘災機制為例,” 防災科學, vol. 9, pp. 53-74, 12 2024.
5.
Zhong-Han Zhuang, Hui Ping Tsai*, Chung-I Chen, Ming-Der Yang(楊明德), “Subtropical region tea tree LAI estimation integrating vegetation indices and texture features derived from UAV multispectral images,” Smart Agricultural Technology, vol. 9, no. 100650, pp. 17 pages, doi.10.1016/j.atech.2024.100650, 12 2024.
6.
Yared Bitew Kebede, Ming-Der Yang(楊明德)*, Chien-Wei Huang, “Real-time pavement temperature prediction through ensemble machine learning,” Engineering Applications of Artificial Intelligence, vol. 135, no. 108870, pp. 21 pages, doi.10.1016/j.engappai.2024.108870, 09 2024. (SCI)
7.
楊明德、許鈺群, “結合無人機遙測、人工智慧與邊緣運算之水稻倒伏評估,” 前瞻科技與管理, vol. 12, no. 1, pp. 25-37, doi.10.6193/JATM.202311_12(1).0003, 11 2023.
8.
Cheng-Ju Lee, Ming-Der Yang(楊明德)*, Hsin-Hung Tseng, Yu-Chun Hsu, Yu Sung, Wei-Ling Chen, “Single-Plant Broccoli Growth Monitoring Using Deep Learning with Uav Imagery ,” Computers and Electronics in Agriculture , vol. 207, no. 107739, pp. 19 pages, doi.10.1016/j.compag.2023.107739, 04 2023. (SCI)
9.
Dong-Hong Wu, Chung-Tse Chen, Ming-Der Yang(楊明德), Yi-Chien Wu, Chia-Yu Lin, Ming-Hsin Lai, Chin-Ying Yang, “Controlling the lodging risk of rice based on a plant height dynamic model,” Botanical Studies, vol. 63, no. 25, pp. 12 pages, doi.10.1186/s40529-022-00356-7, 08 2022. (SCI)
10.
林家玉；吳東鴻；吳以健；楊靜瑩；楊明德；賴明信；張素貞, “不同氮肥施用量對節水栽培水稻臺南11號產量之影響,” 苗栗區農業改良場研究彙報, vol. 11, pp. 67-78, 08 2022.
11.
楊明德、許鈺群、賴明信, “陸空協作之水稻最佳收穫模式,” 農業世界, vol. 466, pp. 6-10, 06 2022.
12.
Hsin-Hung Tseng, Ming-Der Yang(楊明德)*, R. Saminathan, Yu-Chun Hsu, Chin-Ying Yang, Dong-Hong Wu, “Rice Seedling Detection in UAV Images Using Transfer Learning and Machine Learning,” Remote Sensing, vol. 14(12), no. 2837, pp. 22 pages, doi.10.3390/rs14122837, 06 2022. (SCI)
13.
Kai-Yun Li*, Raul Sampaio de Lima, Niall G. Burnside, Ele Vahtmäe, Tiit Kutser, Karli Sepp, Victor Henrique Cabral Pinheiro, Ming-Der Yang(楊明德), Ants Vain, Kalev Sepp, “Toward Automated Machine Learning-Based Hyperspectral Image Analysis in Crop Yield and Biomass Estimation,” Remote Sensing, vol. 14(5), no. 1114, pp. 26 pages, doi.10.3390/rs14051114, 02 2022. (SCI)
14.
韓仁毓、楊明德、林彥廷、許鈺群, “現代化空間資訊技術於大規模災損評估之現況與展望,” 農業保險半年刊, vol. 1, pp. 46-59, 01 2022.
15.
施沛鴻、楊明德* , “三維動態展示於室內空間設計之技術應用-以SketchUp動態元件為例 ,” 航測及遙測學刊, vol. 26, no. 4, pp. 221-227, doi.10.6574/JPRS.202112_26(4).0003, 12 2021.
16.
楊明德、陳柏安*、陳怡璇、張巧琳、賴明信 , “多時期無人機影像於稻作植株高度量測之應用,” 航測及遙測學刊, vol. 26, no. 4, pp. 193-207, doi.10.6574/JPRS.202112_26(4).0001, 12 2021.
17.
Guan-Sin Li, Dong-Hong Wu, Yuan-Chih Su, Bo-Jein Kuo, Ming-Der Yang(楊明德), Ming-Hsin Lai, Hsiu-Ying Lu and Chin-Ying Yang, “Prediction of Plant Nutrition State of Rice under Water-Saving Cultivation and Panicle Fertilization Application Decision Making,” Agronomy, vol. 11(8), no. 1626, pp. 15pages, doi.10.3390/agronomy11081626, 08 2021. (SCI)
18.
Ming-Der Yang, Yu-Chun Hsu*, Wei-Cheng Tseng, Chian-Yu Lu, Chin-Ying Yang, Ming-Hsin Lai, Dong-Hong Wu, “Assessment of Grain Harvest Moisture Content Using Machine Learning on Smartphone Images for Optimal Harvest Timing,” Sensors, vol. 21(17), no. 5875, pp. 30 pages, doi.10.3390/s21175875, 08 2021. (SCI)
19.
Kai-Yun Li*, Niall G. Burnside, Raul Sampaio de Lima , Miguel Villoslada Peciña, Karli Sepp, Victor Henrique Cabral Pinheiro, Bruno Rucy Carneiro Alves de Lima, Ming-Der Yang(楊明德), Ants Vain, Kalev Se, “An Automated Machine Learning Framework in Unmanned Aircraft Systems: New Insights into Agricultural Management Practices Recognition Approaches,” Remote Sensing, vol. 13(16), no. 3190, pp. 24 pages, doi.10.3390/rs13163190, 08 2021. (SCI)
20.
李宗祐、楊明德*, “應用影像建模建立地下管線數位資料,” 航測及遙測學刊, vol. 26, no. 2, pp. 117-126, doi.10.6574/JPRS.202106_26(2).0004, 06 2021.
21.
Kai-Yun Li*, Niall G. Burnside, Raul Sampaio de Lima, Miguel Villoslada Peciña, Karli Sepp, Ming-Der Yang(楊明德), Janar Raet, Ants Vain, Are Selge, Kalev Sepp, “The Application of an Unmanned Aerial System and Machine Learning Techniques for Red Clover-Grass Mixture Yield Estimation under Variety Performance Trials,” Remote Sensing , vol. 13(10), no. 1994, pp. 22 pages, doi.10.3390/rs13101994, 05 2021. (SCI)
22.
Min-Der Lin, Ping-Yu Liu, Ming-Der Yang(楊明德), Yu-Hao Lin*, “Optimized allocation of scooter battery swapping station under demand uncertainty,” Sustainable Cities and Society, vol. 71, no. 102963, pp. 10 pages, doi.10.1016/j.scs.2021.102963, 04 2021. (SCI)
23.
Ming-Der Yang, Hsin-Hung Tseng*, Yu-Chun Hsu, Chin-Ying Yang, Ming-Hsin Lai, Dong-Hong Wu, “A UAV Open Dataset of Rice Paddies for Deep Learning Practice,” Remote Sensing, vol. 13(7), no. 1358, pp. 17 pages, doi.10.3390/rs13071358, 04 2021. (SCI)
24.
楊明德、曾信鴻*、洪奕瑾、許鈺群、曾偉誠, “利用深度神經網路於高光譜影像物件式分類,” 中華水土保持學報, vol. 51, no. 4, pp. 127-139, doi.10.29417/JCSWC.202012_51(4).0001, 12 2020.
25.
Ming-Der Yang, Jayson G. Boubin*, Hui Ping Tsai*, Hsin-Hung Tseng*, Yu-Chun Hsu, Christopher C. Stewart*, “Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANet,” Computers and Electronics in Agriculture, vol. 179(2020), no. 105817, pp. 12 pages, doi.10.1016/j.compag.2020.105817, 10 2020. (SCI)
26.
Chin-Ying Yang, Ming-Der Yang*, Wei-Cheng Tseng, Yu-Chun Hsu, Guan-Sin Li, Ming-Hsin Lai, Dong-Hong Wu, Hsiu-Ying Lu, “Assessment of Rice Developmental Stage Using Time Series UAV Imagery for Variable Irrigation Management,” Sensors, vol. 20(18), no. 5354, pp. 21 pages, doi.10.3390/s20185354, 09 2020. (SCI)
27.
Ming-Der Yang, Kai-Hsiang Huang, Hui-Ping Tsai*, “Integrating MNF and HHT Transformations into Artificial Neural Networks for Hyperspectral Image Classification,” Remote Sensing, vol. 12(14), no. 2327, pp. 20 pages, doi.10.3390/rs12142327, 07 2020. (SCI)
28.
Tzu-Yi Chuang, Jen-Yu Han, Deng-Jie Jhan, Ming-Der Yang*, “Geometric Recognition of Moving Objects in Monocular Rotating Imagery Using Faster R-CNN,” Remote Sensing, vol. 12(12), no. 1908, pp. 18 pages, doi.10.3390/rs12121908, 06 2020. (SCI)
29.
Keh-Han Wang, Ted Chu, Ming-Der Yang*, Ming-Cheng Chen, “Geostatistical Based Models for the Spatial Adjustment of Radar Rainfall Data in Typhoon Events at a High-Elevation River Watershed,” Remote Sensing , vol. 12(9), no. 1427, pp. 25 pages, doi.10.3390/rs12091427, 05 2020. (SCI)
30.
Ming-Der Yang, Yi-Ping Chen, Chien-Tsung Wang, Ming-Jay Deng, Yu-Hao Lin, Ho-Wen Chen* , “A stochastic multi-objective optimization decision model for energy facility allocation: a case of liquefied petroleum gas station ,” Clean Technologies and Environmental Policy , vol. 22(2), pp. 389-398, doi.10.1007/s10098-019-01787-w, 03 2020. (SCI)
31.
Yan-Ting Lin, Ming-Der Yang*, Jen-Yu Han, Yuan-Fong Su, and Jiun-Huei Jang, “Quantifying flood water levels using image-based volunteered geographic information,” Remote Sensing, vol. 12(4), no. 706, pp. 19 pages, doi.10.3390/rs12040706, 02 2020. (SCI)
32.
Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Hui Ping Tsai* , “Semantic Segmentation Using Deep Learning with Vegetation Indices for Rice Lodging Identification in Multi-date UAV Visible Images ,” Remote Sensing , vol. 12(4), no. 633, pp. 21 pages, doi.10.3390/rs12040633, 02 2020. (SCI)
33.
楊明德、曾偉誠、許鈺群、曾信鴻, “無人機於農作物定位及計數之應用,” 中國土木水利工程學刊, vol. 31, no. 6, pp. 569 - 577, doi.10.6652/JoCICHE.201910_31(6).0005, 10 2019.
34.
周詩梵、莊清智、逄愛君、楊明德、許鈺群、曾信鴻, “支援無人機在農損辨識應用之行動網緣運算,” 電工通訊季刊, vol. 2019(3), pp. 48-57, doi.10.6328/CIEE.201909_(3).0006, 09 2019.
35.
楊明德、許鈺群、曾信鴻、曾偉誠, “無人機於精準農業之應用,” 科儀新知, vol. 220, pp. 20-39, 09 2019.
36.
Ming-Der Yang, Hui-Ping Tsai* , “Post-earthquake spatio-temporal landslide analysis of Huisun Experimental Forest Station ,” Terrestrial Atmospheric and Oceanic Sciences, vol. 30, no. 4, pp. 493-508, doi.10.1109/JSTARS.2018.2839767, 08 2019. (SCI)
37.
楊明德、蔡慧萍、許鈺群、曾信鴻 , “人工智慧模型之建置與應用 ,” 土木水利, vol. 45, no. 5, pp. 59-66, 10 2018.
38.
Ming-Der Yang, Kai-Siang Huang, Jin Wan, Hui Ping Tsai, Liang-Mao Lin, “Timely and quantitative damage assessment of oyster racks using UAV images ,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, pp. 2862-2868, doi.10.1109/JSTARS.2018.2839767 , 06 2018. (SCI)
39.
楊明德、蔡慧萍, “無人飛行載具發展現況與未來趨勢 ,” 土木水利, vol. 45, no. 3, pp. 23-29, 06 2018.
40.
Su, Tung-Ching; Yang, Ming-Der*, “Morphological segmentation based on edge detection-II for automatic concrete crack measurement,” Computers and Concrete, vol. 21, no. 6, pp. 727-739, doi. 10.12989/cac.2018.21.6.727, 06 2018. (SCI)
41.
楊明德、莊子毅*、韓仁毓, “結合光學與紅外線熱影像正射鑲嵌處理,” 航測及遙測學刊, vol. 23, no. 2, pp. 71-81, doi.10.6574/JPRS.201806_23(2).0001, 06 2018.
42.
Ming-Der Yang, Tung-Ching Su*, and Hung-Yu Lin, “Fusion of Infrared Thermal Image and Visible Image for 3D Thermal Model Reconstruction Using Smartphone Sensors,” Sensors, vol. 18(7), no. 2003, pp. 19 pages, doi.10.3390/s18072003, 05 2018. (SCI)
43.
楊明德*、黃凱翔、趙智凡, “應用UAV影像於鳳凰谷崩塌與堰塞壩之分析,” 中華水土保持學報, vol. 49, no. 1, pp. 40-48, 03 2018.
44.
楊明德*、蔡慧萍、林鷺均, “彰化縣洪災脆弱度分析力,” 災害防救科技與管理學刊, vol. 7, no. 1, pp. 1-18, 03 2018.
45.
Ming-Der Yang, Su-Chin Chen, Hui Ping Tsai*, “A long-term vegetation recovery estimation for Mt. Jou-Jou using multi-date SPOT 1, 2, and 4 images,” Remote Sensing, vol. 9(9), no. 893, pp. 17 pages, doi.10.3390/rs9090893, 09 2017. (SCI)  全文上傳
46.
Ming-Der Yang, Kai-Shiang Huang, Yi-Hsuan Kuo, Hui-Ping Tsai*, and Liang-Mao Lin, “Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV Imagery,” Remote Sensing, vol. 9(6), no. 583, pp. 19 pages, doi.10.3390/rs9060583, 06 2017. (SCI)  全文上傳
47.
How-Ji Chen, Pang-Hsu Tai, Ching-Fang Peng, Ming-Der Yang*, “Concrete crack rehabilitation using biological enzyme,” Computers and Concrete, vol. 19, no. 4, pp. 413-417, doi.10.12989/cac.2017.19.4.413, 05 2017. (SCI)  全文上傳
48.
Ming-Der Yang, Yi-Ping Chen, Tung-Ching Su, and Yu-Hao Lin*, “Sewer pipe defects diagnosis assessment using multivariate analysis on CCTV video imagery,” Urban Water Journal, vol. 14, no. 5, pp. 475-482, doi.10.1080/1573062X.2016.1217029, 01 2017. (SCI)  全文上傳
49.
Ming-Der Yang, Min-Der Lin, Yu-Hao Lin, Kang-Ting Tsai * , “Multiobjective optimization design of green building envelope material using a non-dominated sorting genetic algorithm,” Applied Thermal Engineering, vol. 111, no. 2017, pp. 1255-1264, doi.10.1016/j.applthermaleng.2016.01.0, 01 2017. (SCI)  全文上傳
50.
Y. P. Chen and M. D. Yang, “Micro-Manufacturing Using Online 3D Printing,” Applied Mechanics and Materials, vol. 872, pp. 94-98, doi.https://doi.org/10.4028/www.scienti, 2017. (EI)
51.
Yang, M. D., Huang, K. S., Yang, Y. F., Lu, L. Y., Feng, Z. Y., Tsai, H. P.*, “Hyperspectral image classification using fast and adaptive bidimensional empirical mode decomposition with minimum noise fraction,” IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 12, pp. 1950-1954, doi.10.1109/LGRS.2016.2618930, 12 2016. (SCI)
52.
潘偉庭、楊明德*、趙智凡, “應用多來源影像進行影像式模型重建及精度評估指標建立,” 航測及遙測學刊, vol. 21, no. 2, pp. 125-138, doi.DOI10.6574/JPRS.2016.21(2).5, 10 2016.
53.
Yu-Hao Lin, Kang-Ting Tsai, Min-Der Lin, Ming-Der Yang*, “Design optimization of office building envelope configurations for energy conservation,” Applied Energy, vol. 171, pp. 336-346, doi.10.1016/j.apenergy.2016.03.018, 06 2016. (SCI)  全文上傳
54.
Ming-Der Yang, Yi-Ping Chen, Yu-Hao Lin*, Yu-Feng Ho, Ji-Yuan Lin, “Multiobjective optimization using nondominated sorting genetic algorithm-II for allocation of energy conservation and renewable energy facilities in a campus,” Energy and buildings, vol. 122, pp. 120-130, doi.10.1016/j.enbuild.2016.04.027, 06 2016. (SCI)  全文上傳
55.
Tsai, H. P. and M. D. Yang*, “Relating Vegetation Dynamics to Climate Variables in Taiwan Using 1982-2012 NDVI3g Data,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, no. 4, pp. 1624-1639, 04 2016. (SCI)  全文上傳
56.
趙智凡*、潘偉庭、楊明德, “應用多視立體及運動回復結構之三維場景重構 ,” 航測及遙測學刊, vol. 20, no. 2, pp. 129-137, 04 2016.
57.
Hui Ping Tsai, Yu-Hao Lin, Ming-Der Yang*, “Exploring long term spatial vegetation trends in Taiwan from AVHRR NDVI3g dataset using RDA and HCA analyses,” Remote Sensing , vol. 4, no. 8, pp. 290, doi.10.3390/rs8040290, 04 2016. (SCI)  全文上傳
58.
Ming-Der Yang, Min-Der Lin, Yu-Hao Lin, Kang-Ting Tsai, “Multiobjective optimization design of green building envelope material using a non-dominated sorting genetic algorithm,” Applied Thermal Engineering, doi.10.1016/j.applthermaleng.2016.01.01, 01 2016. (SCI)  全文上傳
59.
Lin Y-H, Chen Y-P, Yang M-D, “Multiobjective Optimal Design of Sewerage Rehabilitation by Using the Nondominated Sorting Genetic Algorithm-II,” Water Resources Management, vol. 30, no. 2, pp. 487-503, doi.10.1007/s11269-015-1173-x, 2016. (SCI)  全文上傳
60.
楊明德*、陳韋廷、黃凱翔, “應用UAV 影像建置現地堰塞壩三維模型,” 中華水土保持學報, vol. 46, no. 2, pp. 88-95, 06 2015.
61.
Yi-Ping Chen*, and Ming-Der Yang, “Micro-scale manufacture of 3D printing,” Applied Mechanics and Materials, vol. 670-671, pp. 936-941, doi.https://doi.org/10.4028/www.scienti, 10 2014. (EI)
62.
Tung-Ching Su and Ming-Der Yang, “Application of Morphological Segmentation to Leaking Defect Detection in Sewer Pipelines,” Sensors, vol. 14, no. 5, pp. 8686-8704, doi.10.3390/s140508686, 05 2014. (SCI)  全文上傳
63.
陳怡萍、楊明德*、趙智凡, “網路虛擬旅遊,” 運動休閒管理學報, vol. 11, no. 1, pp. 62-76, doi.10.6214/JSRM.1101.005 , 03 2014.
64.
Ming-Der Yang, Yeh-Fen Yang*, Tung-Ching Su and Kai-Siang Huang, “An Efficient Fitness Function in Genetic Algorithm Classifier for Landuse Recognition on Satellite Images,” Scientific World Journal, vol. 2014, pp. 264512, doi.10.1155/2014/264512, 02 2014. (SCI)  全文上傳
65.
張光宗、翁秉瑞*、林昭遠、楊明德, “陳有蘭溪流域公路邊坡崩塌潛勢分析,” 水土保持學報, vol. 45, no. 4, pp. 859-870, 12 2013.
66.
Ming-Der Yang, Chih-Fan Chao, Kai-Siang Huang, “3D model construction on imagery shot by mobile devices,” Journal of Aeronautics, Astronautics and Aviation, Series A, vol. 45, no. 3, pp. 219-224, doi.10.6125/13-0910-772, 09 2013. (EI)
67.
Ming-Der Yang,Yeh-Fen Yang,and Kai-Siang Huang, “Spectrum Distribution of Landuse classification by genetic algorithm,” Applied Mechanics and Materials, vol. 411-414, pp. 1251-1255, 09 2013. (EI)
68.
Ming-Der Yang*, Chun-Hao Shao, and Yi-Ping Chen, “Forecasting refugee of debris flow using multiple regression analysis,” Applied Mechanics and Materials, vol. 405-408, pp. 2311-2315, 09 2013. (EI)
69.
Ming-Der Yang, Chih-Fan Chao, Liang-You Lu, Kai-Siang Huang, and Yi-Ping Chen, “Image-based 3D scene reconstruction and exploration in augmented reality,” Automation in Construction, vol. 33, pp. 48-60, doi.10.1016/j.autcon.2012.09.017, 08 2013. (SCI)  全文上傳
70.
How-Ji Chen, Ming-Der Yang*, Shu-Ken Lin, and Wen-Po Tsai, “Structure analysis of microbe-repaired concrete using scanning electron micrographs,” Applied Mechanics and Materials, no. 249-250, pp. 1053-1056, 01 2013. (EI)
71.
How-Ji Chen, Ming-Der Yang*, Shu-Ken Lin, and Wen-Po Tsai, “Structure analysis of microbe-repaired concrete using scanning electron micrographs,” Applied Mechanics and Materials, vol. 249-250, pp. 1053-1056, 2013. (EI)  全文上傳
72.
How-Ji Chen, Ming-Der Yang*, Chao-Wei Tang, and Shun-Yuan Wang, “Producing synthetic lightweight aggregates from reservoir sediments,” Construction and Building Materials, vol. 28, no. 1, pp. 387–394, doi.10.1016/j.conbuildmat.2011.08.051, 03 2012. (SCI)
73.
楊明德*、黃奕達、黃凱翔 、張益祥, “利用崩塌潛勢圖作風險評估之應用-以陳有蘭溪流域為例,” 中華水土保持學報, vol. 43, no. 1, pp. 1-11, 03 2012.
74.
How-Ji Chen, Ming-Der Yang, Wen-Po Tsai, and Yung-Hsuan Chang, “Producing synthetic lightweight aggregates from reservoir sediments,” Construction and Building Materials, no. 28, pp. 387–394 , 02 2012. (JCR)
75.
How-Ji Chen, Ming-Der Yang, Wen-Po Tsai, and Yung-Hsuan Chang, “Microbial sediment solidification,” Applied Mechanics and Materials, no. 117-119, pp. 1014-1017, 01 2012. (EI)
76.
How-Ji Chen, Ming-Der Yang, Wen-Po Tsai, and Yung-Hsuan Chang, “Microbial sediment solidification,” Applied Mechanics and Materials, vol. 117-119, pp. 1014-1017, 2012. (EI)
77.
Ji-Yuan Lin, Ming-Der Yang, Po-Rung Lin, Ping-Shen Lin, “Risk assessment of debris flows in Songhe Stream, Taiwan,” Engineering Geology., vol. 123, pp. 100-112, doi.10.1016/j.enggeo.2011.07.003, 08 2011. (SCI)  全文上傳
78.
Sung-Chi Hsu, Wei-Ming Huang and Ming-Der Yang, “Progressing Rate of Ba-Guah-Shan Gravel Tunnel Construction,” Geotechnical Special Publication, ASCE. (To be published), 08 2011. (EI)
79.
Nang-Fei Pan, Chien-Ho Ko, Ming-Der Yang, Kai-Chun Hsu, “ Pavement performance prediction through fuzzy regression,” Expert Systems with Applications, no. 38, pp. 10010–10017, 08 2011. (SCI)
80.
Nang-Fei Pan, Chien-Ho Ko, Ming-Der Yang, Kai-Chun Hsu, “Morphological segmentation based on edge detection for sewer pipe defects on CCTV images,” Expert Systems With Applications, no. 38, pp. 13094–13114, 08 2011. (SCI)  全文上傳
81.
Ming-Der Yang, Ji-Yuan Lin, Chia-Yao Yao, Jan-Yen Chen, Tung-Ching Su, Chyan-Deng Jan, “ Landslide-induced levee failure by high concentrated sediment flow - A case of Shan-An levee at Chenyulan River, Taiwan,” Engineering Geology, vol. 123, pp. 91-99, 08 2011. (SCI)  全文上傳
82.
Yang, Ming-Der, Tung-Ching Su, Nang-Fei Pan, and Yeh-Fen Yang, “Systematic image quality assessment for sewer inspection,” Expert Systems With Applications, no. 38, pp. 1766-1776, 07 2011. (SCI)  全文上傳
83.
Yang, Ming-Der, Tung-Ching Su, Nang-Fei Pan, and Pei Liu, “Feature extraction of sewer pipe defects using wavelet transform and co-occurrence matrix,” International Journal of Wavelets Multiresolution and Information Processing, vol. 2, no. 9, pp. 211-225, 03 2011. (SCI)  全文上傳
84.
Howji Chen , Wenpo Tsai, Mingder Yang, “Time-Dependent Properties of Lightweight Concrete Using Sedimentary Lightweight Aggregate,” Advanced Materials Research, no. 168-170, pp. 2235-2240, 01 2011. (EI)
85.
Ming-Der Yang , Tung-Ching Su, Tung-Yen Wu, and Kai-Siang Huang, “No-dig inspection technologies for underground pipelines,” Journal of GeoEngineering, vol. 3, no. 5, pp. 93-98, 01 2010. (EI)
86.
M.-D. Yang, K.-S. Huang, J.-Y. Lin, and P. Liu, “Application of Support Vector Machines to Airborne Hyper-Spectral Image Classification,” LNEE(Lecture Notes of Electrical Engineering), no. 67, pp. 439-444, 01 2010. (EI)
87.
Yang, Ming-Der, Tung-Ching Su, Nang-Fei Pan, and Pei Liu, “Sewerage rehabilitation planning,” Proceeding of 2010 IEEE International Conference on Industrial Engineering and Engineering Management, pp. 621-625, 01 2010. (EI)
88.
楊明德、林基源、林蔚榮、黃凱翔、吳東諺, “莫拉克颱風陳有蘭溪流域災害調查研究,” 中華水土保持學報, vol. 40, no. 4, pp. 301-312, 01 2010.
89.
楊明德、林基源, “陳有蘭溪流域坡地災害致災成因探討,” 地工技術, no. 122, pp. 41-50, 12 2009.
90.
謝孟勳、楊明德, “遠端工程管理系統,” 土木水利雙月刊, vol. 1, no. 36, pp. 60-65, 01 2009.
91.
楊明德、蘇東青、徐松圻、吳東諺, “污水下水道檢測,” 土木水利雙月刊, vol. 6, no. 36, pp. 60-65, 01 2009.
92.
Yang, Ming-Der and Tung-Ching Su, “Segmenting ideal morphologies of sewer pipe defects on CCTV images for automated diagnosis.,” Expert Systems With Applications, vol. 2, no. 36, pp. 3562-3573, 01 2009. (SCI)  全文上傳
93.
楊明德、林佑昌、蔡婷鈺、楊瞱芬, “結合衛星影像與模糊理論於水庫水質優養判釋與管理,” 中國土木水利工程學刊, vol. 20, no. 2, pp. 205-215, 06 2008. (EI)  全文上傳
94.
Yang, Ming-Der and Tung-Ching Su, “Automated diagnosis of sewer pipe defects based on machine learning approaches.,” Expert Systems With Applications, vol. 3, no. 35, pp. 1327-1337, 01 2008. (SCI)  全文上傳
95.
Yang, Ming-Der and Tung-Ching Su, “An optimization model of sewage rehabilitation,” Journal of the Chinese Institute of Engineers, vol. 4, no. 30, pp. 651-659, doi.10.1080/02533839.2007.9671292, 01 2007. (SCI)  全文上傳
96.
Chen, Yi-Ping and Ming-Der Yang, “Legal Protection and Data Access of Remote Sensing and GIS Database,” in 2007 IEEE International Geoscience and Remote sensing Symposium, 01 2007. (EI)
97.
Yang, Ming-Der, Chan-Hsiang Hsu, and Tong-Ching Su, “Optimal cluster numbers of unsupervised classification in Minkowski spaces,” in 2007 IEEE International Geoscience and Remote sensing Symposium, 01 2007. (EI)
98.
Yang, M.D,. T.C. Su, C.H. Hsu, K.C. Chang, and A.M. Wu, “ Mapping of the 26 December 2004 tsunami disaster by using FORMOSAT-2 images,” International Journal of Remote Sensing, vol. 13-14, no. 28, pp. 3071-3091, 01 2007. (EI、SCI)  全文上傳
99.
Yang, Ming-Der, “A genetic algorithm (GA) based automated classifier for remote sensing imagery,” Canadian Journal of Remote Sensing, vol. 3, no. 33, pp. 593-603, 01 2007. (EI、SCI)  全文上傳
100.
Jan-Tai Kuo, Wu-Seng Lung, Chou-Ping Yang, Wen-Cheng Liu, Ming-Der Yang, Tai-Shan Tang, “Eutrophication modelling of reservoirs in Taiwan ,” Environmental Modelling and Software, vol. 21(6), pp. 829-844, doi.10.1016/j.envsoft.2005.03.006, 06 2006. (SCI)
101.
Hsu, Sung-Chi, Ming-Der Yang, Ming-Che Chen, and Ji-Yuan Lin, “Artificial neural network of liquefaction evaluation for soils with high fines content,” In Proc. of 2006 International Joint Conference on Neural Networks, pp. 2643-2649, 01 2006. (EI)
102.
Kuo, J.T., Wu-Seng Lung, Chou-Ping Yang, Wen-Cheng Liu, Ming-Der Yang, and Tai-Shan Tang, “Eutrophication modeling of reservoirs in Taiwan,” Environmental Modelling and Software, no. 21, pp. 829-844 , 01 2006. (JCR)
103.
Yang, Ming-Der, and Tung-Ching Su, “Automation model of sewerage rehabilitation planning,” Water Science and Technology, vol. 11-12, no. 54, pp. 225-232, 01 2006. (EI、SCI)
104.
楊明德、許展祥、洪蜜琪、劉益誠, “九九峰地區多時期衛星影像之植被復育研究,” 第二十五屆測量學術及應用研討會, no. 中壢, 2006.
105.
Chen, Yi-Ping and Ming-Der Yang, “Legal issues on public access to remote sensing data in Taiwan,” in 2005 IEEE International Geoscience and Remote sensing Symposium, pp. 264-267, 01 2005. (EI)
106.
Yang, Ming-Der, Chan-Hsiang Hsu, and Tong-Ching Su, “DBI and SI as fitness in GA classification for SPOT4 satellite imagery,” in 2005 IEEE International Geoscience and Remote sensing Symposium, pp. 3741-3744, 01 2005. (EI)
107.
Yang, Ming-Der, Tung-Ching Su, and Yi-Ping Chen, “Priority evaluation of sewerage rehabilitation by AHP. ,” In Optimizing Pipeline Design, Operations, and Maintenance in Today’s Economy (edited by Vipulanandan and Ortega) American Society of Civil Engineerss. Virginia., pp. 523-537, 01 2005. (EI)
108.
楊明德、楊曄芬、蘇東青, “草嶺地區土石流潛勢調查與評估,” 中華水土保持學報, vol. 3, no. 36, pp. 301-312, 2005.
109.
Yang, M.D., Y.F. Yang, and S.C. Hsu, “Application of remotely sensed data to the assessment of terrain factors affecting the Tsao-Ling landslide,” Canadian Journal of Remote Sensing, vol. 4, no. 30, pp. 593-603, doi.10.5589/m04-025, 01 2004. (EI、SCI)  全文上傳
110.
Yang, Ming-Der and Yeh-Feng Yang, “Genetic algorithm for unsupervised classification of remote sensing imagery,” in Image Processing: Algorithms and Systems III, edited by E.R. Dougherty, J.T. Astola, and K.O. Egiazarian, Proceedings of SPIE-IS&T Electronic Imaging, SPIE, no. 5298, pp. 395-402, 01 2004. (EI)
111.
Yang, Ming-Der, Yeh-Fen Yang, Chan-Hsiang Hsu, and Jan-Tai Kuo, “Application of fuzzy theory to satellite data for determining eutrophic status,” in 2004 IEEE International Geoscience and Remote sensing Symposium, pp. 4897-4900, 01 2004. (EI)
112.
顏聰、林其璋、楊明德, “七二水災濁水溪災情調查與分析,” 土木水利雙月刊, vol. 4, no. 31, pp. 269-33, 2004.
113.
Kuo, J.T., Wen-Cheng Liu, Ruey-Tyng Lin, Wu-Sheng Lung, Ming-Der, Yang, Chou-Ping Yang, and Show-Chyuan Chu, “Water Quality Modeling for the Feitsui Reservoir in Northern Taiwan,” Journal of the American Water Resources Association, vol. 3, no. 39, pp. 671-688, 01 2003. (EI、SCI)
114.
Kuo, J. T., and Ming-Der, Yang, “Chapter12: Water Quality modeling in reservoirs. in Environmental Fluid Mechanics ,” American Society of Civil Engineers. Virginia, pp. 377-420, 01 2003. (EI)
115.
楊明德、黃東森、蘇東青, “污水下水修復本估算,” 中國土木水利工程學刊, vol. 4, no. 15, pp. 93-106, 2003.
116.
Ping-Sien Lin, Ji-Yuan Lin, Jui-Chi Hung, Ming-Der Yang, “Assessing debris-flow hazard in a watershed in Taiwan,” Engineering Geology, vol. 66, pp. 295-313, doi.10.1016/S0013-7952(02)00105-9, 11 2002. (SCI)
117.
Lin, Ping-Sien, Ji-Yuan Lin, Jui-Chi Hung, and Ming-Der Yang, “Assessing debris-flow hazard in a watershed in Taiwan,” Engineering Geology, no. 66, pp. 295-313, 01 2002. (EI、JCR)
118.
Kuo, J.T., M.D. Yang, W.S. Lung, and C.P. Yang, H.W. Lo, and S.H. Lu, “Water Quality Investigation and Modeling for Feitsui Reservoir,” Proceedings of the World Water & Environmental Resources Congress 2001, ASCE, 01 2001. (EI)
119.
楊明德、王瑞德、王慶豐、楊曄芬, “桃芝颱風對草嶺堰色湖影響之調查分析,” 中華水土保持學報, vol. 4, no. 34, pp. 307-316, 2001.
120.
Lin, Ping-Sien, Ji-Yuan Lin, Jui-Chi Hung, and Ming-Der Yang, “Risk assessment of potential debris-flows using GIS,” In Debris-Flow Hazards Mitigation: Mechanics, Prediction, and Assessment. Ed. By G. F. Wieczorek and N. D. Naeser, 01 2000. (EI)
121.
Yang, Ming-Der, Robert Sykes, and Carolyn Merry, “ Estimation of Algal Biological Parameters Using Water Quality Modeling and SPOT Satellite Data,” Ecological Modelling, no. 125, pp. 1-13, 01 2000. (SCI)
122.
Yang, Ming-Der and Yeh-Feng Yang, “Eutrophic Status Assessment Using Remote Sensing Data,” in Remote Sensing for Earth Science, Ocean, and Sea Ice Applications, no. 3868, pp. 56-65, 01 1999. (EI)
123.
Yang, Ming-Der, Carolyn Merry, and Robert Sykes, “Integration of water quality modeling, remote sensing, and GIS,” Journal of American Water Resources Association, vol. 2, no. 35, pp. 253-263, 01 1999. (EI、SCI)
124.
Kuo, J.T., M.D., Yang, and C.H., Wang, “Optimization Model for Water Quality Management in Coastal Waters,” The Chinese Institute of Environmental Engineering, vol. 1, no. 9, pp. 57-63, 01 1999.
125.
陳怡萍、楊明德, “地理資訊系統之著作權保護,” 中華地理資訊系統學會通訊, vol. 4, no. 3, pp. 1-7, 1999.
126.
陳怡萍、楊明德, “電子資料庫之法律問題,” 國土資訊系統通訊, no. 29, pp. 27-33, 1999.
127.
Ming-Der Yang, Robert M. Sykes, “Trophic-dynamic modeling in a shallow eutrophic river ecosystem,” Ecological Modelling, vol. 105, pp. 129-139, doi.10.1016/S0304-3800(97)00076-8, 01 1998. (SCI)
128.
Yang, Ming-Der, and Robert Sykes, “Trophic-dynamics modeling in eutrophic aquatic ecosystems,” Ecological Modelling, no. 105, pp. 129-139, 01 1998. (JCR)
129.
劉秀媚、遊以德、楊明德, “封閉掩埋場之復育工程,” 土木技術雜誌, no. 10, 1998.
130.
遊以德、楊明德, “封閉掩埋場之景觀規劃，麻雀變鳳凰,” 造園季刊, no. 25, 1997.
● Seminar Papers 
1.
Ming-Der Yang, “Generative AI in Smart agriculture,” The CENTRA8 Meeting and workshop, 02 2025. Taiwan,
2.
Ming-Der Yang, Hsin-Hung Tseng, “Efficient Rule-Based Multi-Task Deep Learning for Lodging Identification,” The 16th World Congress on Computational Mechanics and 4th Pan American Congress on Com-putational Mechanics, 07 2024. Vancouver, Canada,
3.
Ming-Der Yang, “Enabling Real-Time Multispectral Imagery Processing And Object Detection With Edge Comput-er On Unmanned Aerial Vehicles,” The CENTRA7 Meeting and workshop, 02 2024. Tokyo, Japan,
4.
Ming-Der Yang, “Smart Food Groups/Agriculture,” The CENTRA6 Meeting and workshop, 09 2023. Indiana, USA,
5.
Yu-Chun Hsu, Ming-Der Yang, Yi-Hsuan Chen, “Application of Machine Learning on Nitrogen Fertilizer Level Lassification of Rice Using UAV Multispectral Images,” The 28th International Symposium on Remote Sensing, 04 2023. Jeju, Korea,
6.
Hsin-Hung Tseng, Ming-Der Yang, “Broccoli Flower Detection Using Deep Neural Network on Multispectral Imagery,” The 28th International Symposium on Remote Sensing, 04 2023. Jeju, Korea,
7.
Ming-Der Yang, Hui Ping Tsai, Cloud Tseng, Yu-Chun Hsu, and Christopher Stewart, “AUAV Applications for Smart Agriculture, Presentation presented at the Collaborations to Enable Transnational Cyberinfrastructure Applications,” CENTRA4, 04 2019. Jeju, Korea,
8.
Ming-Der Yang, Yu-Chun Hsu, and Cloud Tseng, “Artificial Intelligent Rice Paddy Investigation Using UAV Imagery. In Ming-Der Yang (Chair) Presentation presented,” 2019 IEEE Consumer Communications & Networking Conference(CCNC2019), 01 2019. Las Vegas, USA,
9.
Ming-Der Yang, Kai-Siang Huang, and Hui Ping Tsai , “Monitoring and Measurement of an Artificial Landslide Dam Using UAV Images and Image-Based Modeling,” 2019 IEEE Consumer Communications & Networking Conference (CCNC2019), 01 2019. Las Vegas, USA,
10.
Yang, M.D, “Applications of 3D reconstruction,” 2015 Southeast Asia International Joint-Research and Training Program (SEAIP 2015), 12 2015. Taipei,
11.
Yang, M.D.,and Y.P. Chen, “Practice and program of trans-disciplinary education in Taiwan,” 10th International Conference on Advances in Social Sciences (ICASS), 11 2015. Singapor,
12.
Yang, M.D.,and Y.P. Chen, “Strategy formulation of micro-scale manufacture using 3D printing,” International Multi-Conference on Engineering and Technology Innovation 2015, vol. 3, 10 2015. Kaohusing, Taiwan,
13.
Yang, Ming-Der; Yang, Yeh-Fen; Huang, Kai-Siang, “ Spectrum Distribution of Landuse Classification by Genetic Algorithm,” 2nd International Conference on Information Technology and Management Innovation (ICITMI 2013), 07 2013. Peoples R. China,
14.
Yang, Ming-Der; Shao, Chun-Hao; Chen, Yi-Ping, “Forecasting Refugee of Debris Flow Using Multiple Regression Analysis,” 2nd International Conference on Civil, Architectural and Hydraulic Engineering (ICCAHE 2013), 2013. Peoples R. China,
15.
Chen, Y.P., M.D. Yang, and T.C. Su, “Design of Shooting CCTV Images With Optimal Quality,” in the Proceedings of the 17th ISSAT International Conference on Reliability and Quality in Design (17th RQD), 08 2011. Vancouver B.C., Canada,
16.
Yang, M.D., Y.F. Yang, and T.C. Su, “Fuzzy Estimation of Trophic State Using Multi-Temporal Satellite data.,” The 3rd IWA-ASPIRE Conference and Exhibition., 01 2009. Taipei, Taiwan.,
17.
N. F. Pan, R. J. Dzeng, and M. D. Yang, “Performance evaluation of constructed facilities through linguistic judgment.,” IEEE International Conference on Industrial Engineering and Engineering Management, pp. 827-831, 01 2009. (EI)Hong Kong,
18.
Yang, Ming-Der and Tung-Ching Su, “Feature Extraction of Sewer Pipe Failures by Wavelet Transform and Co-Occurrence Matrix.,” in Proceeding of International Conference Wavelet And Pattern Recognition 2008, 01 2008. (EI)Hong Kong,
19.
Yang, Ming-Der, Boris P.T. Chen, and Chang-Shian Chen, “Using Artificial Neural Network for Outflow Estimation in an Ungauged Area.,” 2008 IEEE World Congress on Computational Intelligence Proceedings, pp. 3550-3554, 01 2008. (EI)Hong Kong,
20.
Yang, M.D., J.Y. Lin, T.C. Su, and Y.F. Yang, “Fuzzy Estimation of Trophic State Using Satellite data.,” 2008 IEEE World Congress on Computational Intelligence Proceedings, pp. 2117-2122, 01 2008. (EI)Hong Kong,
● Books 
1.
Shih Hong Chio, Tzu Yi Chuang, Pai Hui Hsu, Jen Jer Jaw, Shih Yuan Lin, Yu Ching Lin, Tee Ann Teo, Fuan Tsai, Yi Hsing Tseng, Cheng Kai Wang, Chi Kuei Wang, Miao Wang, Ming Der Yang, “Chapter 11 LiDAR Data Processing and Applications：Remote Sensing Handbook, Volume II :Image Processing, Change Detection, GIS, and Spatial Data Analysis(Thenkabail, editor) ,” CRC Press, pp. 234-281, 11 2024.
2.
Andrew Guagliardo, Jason Leigh, Ming-Der Yang , “Chapter 20 A Stereoscopic 3D View for Virtual Reality Spectators in ：VR Developer Gems (Sherman, editor) ,” CRC Press, pp. 371-379, 06 2019.
3.
楊藹華, 陳琦玲, 楊明德, “「農業氣象觀測及應用手冊」第九章：農業氣象災害調查技術 ,” 國立中興大學, pp. 134-174, 2019.
4.
王精文、楊明德, “「海水漫上島嶼」第六章：創業與創新的個案與實踐-建構中部地區手工具產業的實務社群,” 國立中正大學, pp. 266-283, 01 2016.
5.
Ming-Der Yang et al., “Chapter 17: LiDAR Data Processing and Applications in Remote Sensing Handbook I: Remotely Sensed Data Characterization, Classification, and Accuracies ( Thenkabail, editor) ,” CRC Press, pp. 343-376, 11 2015.
Research Project
Other