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劉力維
  • 姓名: 劉力維
  • 組室: 展示組
  • 職稱: 助理研究員
  • Email: liweiliu(AT)mail.nstm.gov.tw
  • 聯絡方式: 07-3800089 ext. 8687
  • 學歷: 國立屏東科技大學土木工程系 工學博士
  • 經歷: 國立屏東科技大學兼任助理教授、國立屏東科技大學研究總中心助理教授級研究員、主控智農科技有限公司經理、美國德州農工大學土木暨環境工程系訪問研究學者、國立屏東科技大學兼任講師
  • 學術專長: 智慧農業、再生農業、氣候智能農業、遙感探測、人工智慧演算法應用、作物模擬、​水文學、灌溉排水、永續水稻生產、食農教育
個人著作
學位論文
  • 博士論文 (Ph.D. Dissertation): Artificial Intelligence of Things (AIoT) Based Crop Growth Environment Monitoring System Development - A Demonstration of Development and Integration on Rice Growth Rate Modeling, Rice Blast Occurrence Forecasting, and Field Capacity Simulation (2021)
  • 碩士論文 (Master Thesis): 士文橋段河床變化與流量率定曲線影響之探討  (2014)
期刊論文
  1. Liwei Liu, Winton Cheng and Hsin-Wei Kuo. (2025, Jun.). A Narrative Review on Smart Sensors and IoT Solutions for Sustainable Agriculture and Aquaculture Practices. Sustainability. 2025; 17(12):5256. https://doi.org/10.3390/su17125256. (SCI, 80/191, Q2: 41.6%, Environmental Studies, 2024IF=3.3).
  2. Liwei Liu and Xingmao Ma. (2024, Aug.). Prediction of Soil Field Capacity and Permanent Wilting Point Using Accessible Parameters by Machine Learning. AgriEngineering. 2024; 6(3):2592-2611. (ESCI, 7/20, Q2: 32.5%, Agricultural engineering, 2024IF=3.0).
  3. Chih-Hung Lee, Min-Kung Hsu, Yu-Min Wang, Jan-Mou Leu, Chung-Ling Chen, Liwei Liu*. (2024, Apr.). Evaluating gradient descent variations for artificial neural network bathymetry modeling and sensitivity analysis. Journal of Applied Remote Sensing, 18(2): 022204. (SCI, 47/65, Q3: 71.5%, Remote Sensing, 2024IF=1.4). * Correspondence.
  4. Min-Kung Hsu, Liwei Liu, Wen-Shin Lin, Yu-Min Wang, Chi-Chieh Hu. (2023, Dec.). Application of Artificial Intelligence in Permaculture: Development and Future Direction of Rice Blast Early Warning Mechanism. Taiwan Journal of Biotechnology and Health Care, 11: 2-8. (in Chinese).
  5. Liwei Liu*. (2023, Jul.). Drone-based Photogrammetry for Riverbed Characteristics Extraction and Flood Discharge Modeling in Taiwan’s Mountainous Rivers. Measurement, 113386. (SCI, 19/175, Q1: 10.6%, Engineering, Multidisciplinary, 2024IF=5.6). * Correspondence.
  6. Chih-Hung Lee, Li-Wei Liu, Wei-Chuan Hu, Yu-Min Wang, Jan-Mou Leu, Chung-Ling Chen. (2023, May). Using Unmanned Aerial Vehicle Based Orthophoto in Riverbed Particle Size Analysis. Journal of International Cooperation, 18(1):61-78.
  7. Chih-Hung Lee, Li-Wei Liu, Yu-Min Wang, Jan-Mou Leu, Chung-Ling Chen. (2022, Jul.). Drone-based Bathymetry Modeling for Mountainous Shallow Rivers in Taiwan using Machine Learning. Remote Sensing, 14(14):3343, (SCI, 47/258, Q1: 18.0%, Geosciences, Multidisciplinary, 2024IF=4.1).
  8. Li-Wei Liu, Chun-Tang Lu, Yu-Min Wang, Kung-Hui Lin, Xingmao Ma & Wen-Shin Lin. (2022, Jan). Rice (Oryza sativa L.) Growth Modeling Based on Growth Degree Day (GDD) and Artificial Intelligence Algorithms. Agriculture, 12(1), 59. (SCI, 19/129, Q1: 14.3%, Agronomy, 2024IF=3.6).
  9. Li-Wei Liu, Xingmao Ma, Yu-Min Wang, Chun-Tang Lu, and Wen-Shin Lin (2021, Jul). Using artificial intelligence algorithms to predict rice (Oryza sativa L.) growth rate for precision agriculture, Computers and Electronics in Agriculture, 187, 10286. (SCI, 2/94, Q1: 1.6%, Agriculture, Multidisciplinary, 2024IF=8.9).
  10. Xiaoxuan Wang+, Liwei Liu+, Weilan Zhang, Xingmao Ma (2021, May). Prediction of Plant Uptake and Translocation of Engineered Metallic Nanoparticles by Machine Learning. Environmental Science & Technology, 55 (11), pp. 7491-7500. (SCI, 19/374, Q1: 4.9%, Environmental Science, 2024IF=11.3). + Joint first author.
  11. Li-Wei Liu, Sheng-Hsin Hsieh, Su-Ju Lin, Yu-Min Wang, and Wen-Shin Lin (2021, Apr). Rice Blast (Magnaporthe oryzae) Occurrence Prediction and the Key Factor Sensitivity Analysis by Machine Learning. Agronomy, 11 (4), p. 771 (SCI, 21/129, Q1: 15.9%, Agronomy, 2024IF=3.4).
  12. Li-Wei Liu, Mohd Hasmadi Ismail, Yu-Min Wang, Wen-Shin Lin (2021, Mar). Internet of Things based Smart Irrigation Control System for Paddy Rice Field. AGRIVITA J. Agri. Sci., 43 (2). (Scopus, 211/406, Q3: 52.0%, Agronomy and Crop Science, CiteScore2023=2.2; ESCI, 107/129, Q4:74.8%, Agronomy, 2024IF=0.5).
  13. Sheng-Hsin Hsieh, Li-Wei Liu, Wen-Guey Chung and Yu-Min Wang (2019, Aug). Sensitivity Analysis on the Rising Relation between Short-Term Rainfall and Groundwater Table Adjacent to an Artificial Recharge Lake. Water, 11(8):1704. (SCI, 41/131, Q2: 35.5%, Water Resources, 2024IF=3.0).
  14. Li-Wei Liu and Yu-Min Wang (2019, Jul). Modelling Reservoir Turbidity Using Landsat 8 Satellite Imagery by Gene Expression Programming. Water, 11(7):1479. (SCI, 41/131, Q2: 35.5%, Water Resources, 2024IF=3.0).
研討會論文
  1. Liwei Liu, Wen-Shin Lin, Cheng-Huei Yang, and Yu-Min Wang (2024, Nov.). Deploying AIoT based Water-saving and Low-carbon Rice Cultivation Technology-A Case Study in Taiwan. 14th International Conference of Asia-Pacific Federation for Information Technology in Agriculture, Tsukuba, Japan.
  2. Kuo-Cheng Yu, Hsin-Wei Kuo, Min-Kung Hsu, Liwei Liu* (2024, Nov.). Low-Carbon Recycling Model for the Reuse of Pig Manure and Wastewater. 2024 Celebrating Centennial NPUST International Conference on Sustainability, Pingtung, Taiwan. * Correspondence.
  3. Liwei Liu*, Yu-Min Wang (2024, Nov.). Dynamic Simulation of Methane Emissions in Static Closed-Chambers for Rice Paddyfield. 2024 Celebrating Centennial NPUST International Conference on Sustainability, Pingtung, Taiwan. * Correspondence.
  4. Yu-Min Wang, Liwei Liu, Cheng-Huei Yang, Wen-Shin Lin, Wen Lo (2024, Nov.). A Climate-Smart Solution for Low-Carbon and Water-saving Rice Cultivation. 2024 Celebrating Centennial NPUST International Conference on Sustainability, Pingtung, Taiwan.
  5. Liwei Liu*, Yi-Shin Chian, Yu-Min Wang (2024, Nov.). Environmental-friendly Rice Cultivation Practices for Conserving Ecosystem Services. 2024 Celebrating Centennial NPUST International Conference on Sustainability, Pingtung, Taiwan.
  6. Chih-Hung Lee, Li-Wei Liu, Yu-Min Wang, Jan-Mou Leu, Chung-Ling Chen, 2023, Modeling Shallow Bathymetry by Machine Learning Algorithms and Drone-based Multi-spectral Imagery, 2023 International Conference on Remote Sensing and Geographic Information, Prague, Czech Republic. (Accepted)
  7. 劉力維、王裕民、林汶鑫，2022，是時候，該防治了！利用AI預測水稻稻熱病的發生，2022高雄市智慧農業成果發表暨研討會，高雄，台灣。
  8. 劉力維、張志偉、王裕民，2022，減緩滴灌管流中懸浮固體阻塞滴嘴之研究，2022工程永續與土木防災研討會，嘉義，台灣。
  9. 張金權、劉力維*、王裕民，2022，應用累積溫度法於光濾薄膜溫室番茄栽培之農藝性狀分析 -以玉女、黑美人及橙蜜香為例，2022年第六屆永續發展與綠色科技國際研討會，嘉義，台灣。*通訊作者。研討會最佳論文。
  10. Li-Wei Liu, Wen-Shin Lin, Yu-Min Wang, 2021, 2021 University Network of Tropical Agriculture (UNTA) Workshop - Young Voice in SDGs, Virtual Meeting, Pingtung, Taiwan. Best Presentation in Smart Agriculture Group.
  11. Li-Wei Liu, Mohd Hasmadi Ismail, Yu-Min Wang and Wen-Shin Lin, 2020, Internet of Things based Smart Irrigation Control System for Paddy Rice Field, The 1st International Sustainable Development Conference, Pingtung, Taiwan.
  12. 張志偉、李志宏、劉力維*、王裕民, 2020, 自動化輸泥管淤泥量體監測, 2020工程永續與土木防災研討會,高雄, 台灣。*通訊作者。
  13. 簡榮佑、李志宏、溫子萱、劉力維、王裕民, 2020, 應用無人載具航攝影像於台灣山區河川曼寧糙度之分析, 2020工程永續與土木防災研討會, 高雄, 台灣。*通訊作者。研討會最佳論文。
  14. Li-Wei Liu, Yu-Min Wang, 2018, A Study of Reservoir Surface Water Turbidity Model Development Using Landsat 8 Satellite Imagery, Academic Exchange Workshop between NPUST and Polytechnic University, Hong Kong, China.
  15. Fang-Lin Liao, Li-Wei Liu, Wen-Guey Chung, and Yu-Min Wang, 2017, Using ANN for Modeling the Unconfined Groundwater Variation Induced by Artificial Recharge Lake in Dry Season, The 2017 4th International Conference on Coastal and Ocean Engineering (ICCOE 2017), Osaka, Japan.
  16. Li-Wei Liu, Sheng-Hsin Hsieh, Wen-Guey Chung and Yu-Min Wang, 2017, Sensitivity Analysis on the Rising Relation of Short-term Rainfall and Unconfined Aquifer Groundwater Table, The 2017 4th International Conference on Coastal and Ocean Engineering (ICCOE 2017), Osaka, Japan.
  17. Yu-Min Wang, Li-Wei Liu, Wei-Chuan Hu, 2016, A Feasibility Study on UAV Aerial-Photo Analysis for Riverbed Material and Manning Roughness Coefficient Determination. 2016 5th International Conference on Material Science and Engineering Technology (ICMSET 2016), Tokyo, Japan. MOST 105-2221-E-020-009.
  18. Samkele Tfwala, Wei-Chuan Hu, Tzu-Hsuan Wen, Li-Wei Liu, Wen-Guey Chung, 2016, The Use of Unmanned Aerial Vehicles in Evaluating Changes in Fluvial Morphology. 2016 APEC Typhoon Symposium, Taipei, Taiwan.
  19. 劉力維、林金炳、王裕民，2014，士文溪高低流量下河床變動觀測及水位-流量率定曲線建立，2014工程永續與土木防災國際研討會，屏東，台灣。研討會最佳論文。
  20. Samkele S. Tfwala, Yu-Min Wang and Li-Wei Liu, Prediction of Sediment Discharge by Sediment Rating Curve and Fully Recurrent Neural Network in Shiwen River, Taiwan, 2014 International Conference on Sustainable Development and Disaster Prevention in Civil Engineering, Pingtung, Taiwan. Best Presentation in International Group.
  21. 劉力維、陳瑋鈞、林金炳，2013，藤枝林道2k鄰近路段邊坡穩定之探討，2013工程永續與土木防災研討會，屏東，台灣。
  22. 陳瑋鈞、劉力維、林金炳，2013，藤枝林道地錨損壞與邊坡破壞相關性之探討，2013工程永續與土木防災研討會，屏東，台灣。
其他—文章類
  1. 劉力維、王裕⺠、林汶鑫（2022）。水稻田甲烷排放之蒐集裝置設計開發。屏科大研發專刊，(印製中)，7-8。
其他—書籍類
  1. Sheng-Hsin Hsieh, Li-Wei Liu, Wen-Guey Chung and Yu-Min Wang (2020). Sensitivity Analysis on the Rising Relation between Short-Term Rainfall and Groundwater Table Adjacent to an Artificial Recharge Lake. In Rainfall Infiltration Modeling (pp.123-136), Basel, Switzerland: MDPI Publisher. ISBN 978-3-03936-022-2
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