首頁 系所成員 測量資訊 楊明德

 
楊明德 特聘教授兼工學院院長測量資訊
職      稱
特聘教授兼工學院院長
電      話
(04) 2284-0437 ext. 214
E  - Mail
辦  公 室
混凝土科技研究中心405室
最高學歷
Ph.D. (1996), Ohio State University, USA
個人網址
簡要經歷
國立中興大學土木工程學系副教授
國立中興大學土木工程學系助理教授
朝陽科技大學營建工程系副教授
國立台灣大學土木工程學系博士後研究
研究領域
地理資訊系統、遙測、環境監測及管理系統
獲獎項目
國立中興大學95年度執行建教合作計畫績優教師
國立中興大學97年度土木系「服務優良獎」
國立中興大學98年度工學院「優良導師獎」
國立中興大學98年度土木系「服務優良獎」
國立中興大學98年度土木系「優良導師獎」
國立中興大學99年度「服務傑出獎」
國立中興大學100年度「產學績優教師獎」
國立中興大學102年度「產學績優教師獎」
國立中興大學103年度「服務優良教師獎」
國立中興大學103年度工學院「產學合作優良獎」
國立中興大學103年度「產學績優教師獎」
國立中興大學104年度「產學績優教師獎」

委員會委員
SCI期刊,Remote Sensing 編輯委員(109-迄今)
航測及遙測學刊 總編輯(106-迄今)
科技部空間資訊學門複審委員(105-106)
彰化縣政府縣政顧問(104-105)
航遙測學刊編輯委員(104-105)
IEET中華工程教育認證委員(101-104)
水土保持學刊編輯委員(103)
南投縣都市計畫委員會委員(99-103)
教育部區域環境教育輔導團委員(100-103)
國科會土木學門複審委員(101-103)
地籍測量期刊編輯委員(103)
土木水利學會資訊委員(101-103)
彰化縣營造業審議委員(101)
中華工程教育認證委員(101)
台中市政府維護公共安全方案督導會報委員(100-101)
考試院考選部高考命題委員(99-100)
南投縣都市計畫委員會委員(99-100)
台中市政府維護公共安全方案督導會報委員(100-101)
臺中市永續發展委員會委員(100-101)
臺中市道路工程查驗小組委員(100)
彰化縣、台中縣、台中市、南投縣工程查核委員
台灣省土木技師公會顧問(96-99)
國科會中部科學園區工程查核委員(94-99)
彰化縣山坡地雜項執照審查委員會委員(93-99)
彰化縣環境保護基金委員會委員(91-99)
臺中市災害防救專家諮詢委員會(96-99)
水利署易淹水地區水患治理計畫審查委員(95-99)
台中縣政府強化地區災害防救計畫主持人(95-98)
勞委會測量技術士命題委員(98)
主持國科會委託88水災中部災情調查(98)
朝陽科技大學營建工程系工程教育諮詢委員(96)
教育部防災教育深耕計畫-在校級防災師資培育課程講師(96)
彰化環境影響評估委員會委員(91/7-96/11)
南投地方法院紅鄉地訴訟案專家鑑定(95)
高雄地方法院燕巢鄉土地訴訟案專家鑑定(95)
彰化縣空氣污染防制技術諮詢小組委員(91/8-95/8)
南投縣政府強化地區災害防救計畫主持人(94-95)
中區防災協力機構 協同主持人(93-94)
主持中部地區社會大眾天然災害防災示範教學(93-94)
參與國科會委託72水災災情調查(93)
教授科目
  1. 上學期
  2. 工程圖學
  3. 學分:1
  4. 開設班級:一年級
  1. 上學期
  2. 測量實習
  3. 學分:1
  4. 開設班級:大二
  1. 上學期
  2. 測量學
  3. 學分:3*2
  4. 開設班級:大二A,B
  1. 上學期
  2. 防災概論
  3. 學分:3
  4. 開設班級:通識
  1. 上學期
  2. 測量資訊專題討論一
  3. 學分:1
  4. 開設班級:碩一
  1. 上學期
  2. 遙測技術應用特論
  3. 學分:3
  4. 開設班級:碩專班
  1. 下學期
  2. 測量學總實習
  3. 學分:1
  4. 開設班級:大二
  1. 下學期
  2. 測量實習
  3. 學分:1
  4. 開設班級:大二
  1. 下學期
  2. 測量學
  3. 學分:3*2
  4. 開設班級:大二A,B
  1. 下學期
  2. 測量資訊專題討論一
  3. 學分:1
  4. 開設班級:碩一
  1. 下學期
  2. 都市決策支援系統
  3. 學分:3
  4. 開設班級:碩二
學術著作
● 期刊論文 
1.
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)
2.
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)
3.
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.
4.
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 Esti-mation Under Variety Performance Trials,” Remote Sensing, vol. 13(10), no. 1994, pp. 24 pages, doi.10.3390/rs13101994, 05 2021. (SCI)
5.
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)
6.
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)
7.
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.
8.
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)
9.
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)
10.
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)
11.
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)
12.
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)
13.
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)
14.
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)
15.
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)
16.
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.
17.
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.
18.
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.
19.
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)
20.
林煒倫、曾偉誠、許奕婷、蔡慧萍、許鈺群、郭寶錚、楊靜瑩、楊明德*, “無人飛行載具應用於水稻秧苗缺株率之影像判釋,” 作物、環境與生物資訊, vol. 16, no. 2, pp. 63-71, doi.10.30061/CEB.201906_16(2).0001, 06 2019.
21.
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.
22.
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)
23.
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.
24.
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)
25.
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.
26.
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)
27.
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.
28.
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.
29.
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
30.
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
31.
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
32.
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
33.
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
34.
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)
35.
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)
36.
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.
37.
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
38.
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
39.
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.
40.
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
41.
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
42.
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
43.
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
44.
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.
45.
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)
46.
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
47.
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.
48.
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
49.
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.
50.
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)
51.
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)
52.
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)
53.
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
54.
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
55.
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)
56.
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.
57.
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)
58.
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)
59.
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
60.
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
61.
Ji-Yuan Lin, Ming-Der Yang, Po-Rung Lin, Ping-Shen Lin, “Risk Assessment of Debris flows in Songhe, Taiwan,” Engineering Geology., vol. 123, pp. 100-112, 08 2011. (SCI)  全文上傳
62.
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
63.
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
64.
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)
65.
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)
66.
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)
67.
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)
68.
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.
69.
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.
70.
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.
71.
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.
72.
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
73.
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
74.
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
75.
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)
76.
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)
77.
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
78.
Yang, Ming-Der and Tung-Ching Su, “An optimization model of sewerage rehabilitation,” Journal of the Chinese Institute of Engineers, vol. 4, no. 30, pp. 651-659, 01 2007. (SCI)  全文上傳
79.
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
80.
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)
81.
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)
82.
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.
83.
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)
84.
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.
85.
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)
86.
Yang, M.D., Y.F. Yang, and S.C. Hsu, “Application of remotely sensed data to the assessment of terrain factors affecting Tsao-Ling landside,” Canadian Journal of Remote Sensing, vol. 4, no. 30, pp. 593-603, 01 2004. (EI、SCI)  全文上傳
87.
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.
88.
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)
89.
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)
90.
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.
91.
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)
92.
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.
93.
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)
94.
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)
95.
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)
96.
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.
97.
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.
98.
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.
99.
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.
● 研討會論文 
1.
Yang, M.D, “Applications of 3D reconstruction,” 2015 Southeast Asia International Joint-Research and Training Program (SEAIP 2015), 12 2015. Taipei,
2.
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,
3.
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,
4.
Yang, M.D., Y.F. Yang, and Y.P. Chen, “Evaluation of Fitness Functions of GA Classification,” Genetic and Evolutionary Computation Conference, 2014. Vancouver, Canada,
5.
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,
6.
M.D. Yang, C.F. Chao, K.S. Huang, “3D model construction on imagery shot by mobile devices,” The 8th International Symposium on Mobile Mapping Technology (MMT), 05 2013. Tainan, Taiwan,
7.
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,
8.
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,
9.
Yang, M.D., and T.C. Su, “Systematic Inspection of Sewer Pipe Defects.,” The 3rd IWA-ASPIRE Conference and Exhibition., 10 2009. Taipei, Taiwan.,
10.
Yang, M.D., “Landslide potential estimation in Mt. Jou-Jou using satellite images and GIS.,” Geohazards IV Climate Change and Sustainability., 09 2009. Nanou. Taiwan.,
11.
楊明德、蘇東青, “下水道檢視影像品質評估,” 九十八年電子計算機於土木水利工程應用研討會, 09 2009. 新竹,
12.
楊明德、黃凱翔, “利用支持向量機於機載高光譜感測影像之分類,” 第二十八屆測量及空間資訊研討會, 09 2009. 中壢,
13.
楊明德、林基源, “莫拉克烙在陳友蘭溪流域的印記,” 台灣八八水災研討會, 09 2009. 台南,   全文上傳
14.
Yang, M.D., T.C. Su, and Y.P. Chen, “An optimization model of sewerage rehabilitation.,” International Symposium on Finance and Accounting, 07 2009. Kulumper, Malaysia.,
15.
楊明德、謝孟勳、蘇東青、吳昆恩, “污水下水道最佳化維修成本估算,” 2009營建管理研討會, 07 2009. 台中,
16.
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,
17.
楊明德、黃凱翔、郭冠宗, “利用主軸轉換配合SVM進行高光譜影像分類,” 第二十七屆測量學術及應用研討會, 09 2008. 台南,
18.
楊明德、劉益誠、張騏顯, “應用衛星影像於石門水庫水質優養判釋,” 第十七屆水利工程研討會, 08 2008. 台中,   全文上傳
19.
楊明德、葉筱萍、黃子懷, “應用AHP模式進行汙水下水道系統維修排序,” 2008(第12屆)營建工程與管理學術研討會, 07 2008. 高雄,
20.
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,
21.
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,
22.
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,
23.
楊明德、劉益誠、黃凱翔, “SPOT衛星系列影像監測石門水庫水質優養化之應用,” 第二十六屆測量學術及應用研討會, 09 2007. 宜蘭,   全文上傳
24.
Yang, Ming-Der, Hsichin Hsieh, Rueyder Wang, and Tung-Ching Su, “A runoff forecast system for Jhuoshuei River basin,” in Proceeding of 2nd International Symposium on Flood Forecasting and Management with GIS and Remote Sensing, 01 2007. Gouangzhou, China,
25.
Yang, Ming-Der, and Tung-Ching Su, “Application of Web-GIS to Disaster Management System,” in Proceeding of Taiwan Russian Joint Symposium on Natural Hazard Monitoring, Risk Management and Reduction (ed by Yang), 01 2007. Taichung, Taiwan,
26.
Yang, M.D., C.C. Lin, S.C.Chen, and T.C. Su, “A Web-GIS disaster management system applied in central Taiwan,” 2nd International Conference on Urban Disaster Reduction, 01 2007. Taipei, Taiwan,
27.
Yang, M.D., C.C. Lin, S.C.Chen, and T.C. Su, “A Web-GIS disaster management system applied in central Taiwan,” 2nd International Conference on Urban Disaster Reduction, 2007. Taipei, Taiwan,
28.
陳怡萍、楊明德, “地理資料資料公開的法律問題探討,” 第二十五屆測量學術及應用研討會, 2006. 中壢,
29.
楊明德、張文榮、黃裕郎, “新建防洪構造物之考量因數分析資訊系統,” 第十五屆水利工程研討會, 2006. 中壢,
30.
楊明德、蘇東青、蔣忠成、楊炳詳, “Web-GIS於災害管理之應用_以南投縣防災資訊網為例,” 2006台灣地理資訊學會年會暨學術研討會, 2006. 台北,
31.
Yang, Ming-Der, and Tung-Ching Su, “Tsunami disaster monitoring using remote sensing satellite data,” PACON 2005, 01 2005. Chunghwa, Taiwan,
32.
顏聰、林其璋、陳樹群、楊明德, “加強南投縣防救災作業能力計畫,” 九十三年防救災專案計畫成果研討會, 2005. 台南,
33.
楊明德、蘇東青、林佑昌, “應用小波轉換及共生矩陣萃取污水管線不同缺失之特徵,” 第二十四屆測量學術及應用研討會, 2005. 台北,
34.
楊明德、林佑昌, “污水下水道管線缺失特徵萃取,” 九十四年電子計算機於土木水工程應用研討會, 2005. 台南,
35.
楊明德、洪蜜琪、許展祥、蘇東青, “利用基因演算法和類神經網路於衛星影像分類之研究,” 台灣地理資訊學會年會暨學術研討會, 2005. 台中,
36.
楊明德、謝錫欽、張文榮、張國榮, “評定河川環境營造工程興建優先順序之研究,” 國際生態工程及水利技術研討會論文集, 2005. 台北,
37.
楊明德、許展祥、楊瞱芬, “基因演算法結合DBI及SI適存度分析於非監督式影像分類之應用,” 第二十三屆測量學術及應用研討會, 2004. 台中,
38.
楊明德、楊瞱芬、林佑昌、郭振泰, “衛星遙測與水庫水質優養化監測之迴歸分析模式之建立與應用—以翡翠水庫為例,” 第二十三屆測量學術及應用研討會, 2004. 台中,
39.
楊明德、蘇東青、吳明軒、鄭永欽, “3S在防災科技之整合應用,” 第二十三屆測量學術及應用研討會, 2004. 台中,
40.
楊明德、楊曄芬、鄭永鈴, “區域化變數理論於衛星影像幾何校正應用之研究,” 第二十二屆測量學術及應用研討會, 2003. 桃園,
41.
楊明德、王瑞德、楊曄芬, “河川數字化管理資訊系統,” 2003年第六屆海峽兩岸空間資訊與防災科技研討會, 2003. 中國,
42.
楊明德、楊曄芬、許展祥, “地理資訊系統於水門管理之整合應用,” 中華地理資訊學會2003年年會學術研討會暨高雄市政府GIS成果展, 2003. 高雄,
43.
楊明德、陳育源, “圖層套疊精度分析應用於農地土壤重金屬之調查,” 中華民國環境工程學會第十五屆年會及研討會論文摘要集, 2003. 台中,
44.
楊明德、楊曄芬、鄭永鈴, “幾何校正對衛星影像地表判釋影響之評估,” 第二十一屆測量學術及應用研討會, 2002. 新竹,
45.
楊明德、楊曄芬、陳育源、蘇東青, “應用遙測於草嶺崩塌區監測之研究分析,” 中華地理資訊學會年會暨學術研討會, 2002. 台中,
46.
楊明德、黃東森、蘇東青, “基因演算法在下水道管線維修之應用,” 第十三屆水利工程研討會, 2002. 雲林,
47.
楊明德、呂淑箐、蘇東青、陳育源, “應用基因演算法於下水道維修之優選,” 第六屆營建管理學術研討會, 2002. 台南,
48.
Yang, Ming-Der and Yeh-Feng Yang, “Application of remote sensing and GIS in water quality modeling and calibration,” The 4th GIS application in environmental modeling, 01 2000. Canada,
49.
Ping-Sien Lin, Ji-Yuan Lin, Jui-Chi Hung, and Ming-Der Yang, “ Risk assessment of potential debris flows in Chen-Yu-Lan river,” The 2nd International Conference of Debris Flow, 01 2000. Taipei,
50.
楊明德、王慶豐、陳俊宗, “草嶺堰塞湖監測方案評估研究,” 第十一屆水利工程研討會, 2000. 台北,
51.
陳怡萍、楊明德, “政府地理資訊公開之適法性,” 第六屆地理資訊系統學術研討會, 2000. 台南,
52.
楊明德、江支弘、張丙元, “地理資訊系統之網路教學課程設計,” 第六屆地理資訊系統學術研討會, 2000. 台南,
53.
楊明德、郭振泰、林鎮洋、曾啟清, “水資源電腦管理資訊系統,” 電子計機於土木水利工程應用程研討會, 2000. 台中,
54.
楊明德、姚嘉耀、楊瞱芬, “河川管理資訊系統,” 第十一屆水利工程研討會, 2000. 台北,
55.
Yang, Ming-Der and Yeh-Feng Yang, “Eutrophic Status Assessment Using Remote Sensing Data,” The EOS/SPIE Symposium on Remote Sensing, 01 1999. Italy,
56.
楊明德、楊瞱芬, “衛星遙測影像判斷水質優養程度,” 第十屆水利工程研討會, 1999. 台中,
57.
楊明德、楊瞱芬、郭振泰, “SPOT4衛星影像監測翡翠水庫水質優養化之應用,” 第五屆地理資訊系統學術研討會, 1999. 台中,
58.
陳怡萍、楊明德, “GIS資料錯誤之法律責任探討,” 第五屆地理資訊系統學術研討會, 1999. 台中,
59.
江支弘、楊明德、潘乃欣, “大眾運輸系統之營運管理機制規劃研究,” 第一屆營建管理研討會, 1999. 台北,
60.
楊明德、林基源, “即期水質預報系統,” 第九屆水利工程研討會, 1998. 中壢,
61.
楊明德、遊以德、洪啟銘、李祖川, “廢汽車回收系統稽核要點探討,” 第一屆廢棄物清理實務研討會, 1998. 台北,
62.
陳怡萍、楊明德, “地理資訊系統中隱私權保護之探討,” 第四屆地理資訊系統學術研討會, 1998. 台北,
63.
遊以德、楊明德、余惠華, “封閉掩埋場之復育工程,” 第一屆廢棄物清理實務研討會, 1998. 台北,
64.
林基源、楊明德、林炳森, “應用地理資訊系統應用於土石流發潛能模式之研究,” 第四屆地理資訊系統學術研討會, 1998. 台北,
65.
楊明德、孫肖瑾, “河川水質管理系統,” 河川污染整治與民眾參與學術研討會, 1998. 台北,
66.
游章圳、楊明德, “地理資訊系統(GIS)應用在不動產投資以架構建立之研究,” 第四屆地理資訊系統學術研討會, 1998. 台北,
67.
遊以德、楊明德、謝政道, “國家水資源科技生態研習展示區之規劃及經營管理計畫,” 水庫永續經營研究成果研討會, 1998. 台北,
68.
陳怡萍、楊明德, “地理資訊系統之法律問題探討,” 第三屆地理資訊系統學術研討會, 1997. 台南,
69.
楊明德、林基源, “衛星遙測與GIS在水質優養監測上的應用,” 第三屆地理資訊系統學術研討會, 1997. 台南,
70.
Yang, Ming-Der, Carolyn Merry, and Robert Sykes, “ Adaptive short-term water quality forecasts using remote sensing and GIS,” 1996 AWRA Symposium on GIS and Water Resources. Edited by C.A.Hallam, J.M. Salisbury, K.J. Lanfear, and W.A., 1996. Battaglin. Florida.,
71.
Yang, Ming-Der, “Trophic Cascade in Shallow River Systems,” The 68th Conference of Ohio Water Environment Association, 01 1994. Ohio,
● 專書 
1.
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.
2.
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.
3.
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.
4.
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.
5.
Ming-Der Yang, Tung-Ching Su, and An-Ming Wu, “FORMOSAT-2 Images,” Mapping of South Asia Tsunami Disaster in Remote Sensing of Coastal Environments, pp. 245-257, 01 2009.
6.
Ming-Der Yang, “Proceeding of Taiwan Russian Joint Symposium on Natural Hazard Monitoring,” Risk Management and Reduction, Taichung, Taiwan, 03 2006.
7.
廖文豪、楊明德, “叮叮放暑假—彰化海岸遊記,” 經濟部水利署第四河川局編印, 2004.
8.
Yang, Ming-Der, “Adaptive short-term water quality forecasts and model parameter calibration using remote sensing and GIS. Doctoral dissertation,” The Ohio State University, 1996.
9.
Yang, Ming-Der, “Trophic cascade in shallow river systems,” Master’s thesis. The Ohio State University, 01 1993.
研究計畫
其他