刘明皓
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教授
硕士生导师
- 主要任职：重庆市地理学会理事，中国计算机学会会员
- 其他任职：九三学社重庆市第四届委员会参政议政咨询委员会委员
- 性别：男
- 毕业院校：西南大学
- 学历：研究生(博士后)
- 学位：农学博士
- 在职信息：在岗
- 所在单位：人工智能学院
- 办公地点：信科1711
- 联系电话：023-62461741
- 电子邮箱：2daa5eb2ae196342c8d91513c27e3e7fbd57985d98230a9ccf024ee885711605284d53abc6c16cac0600eaa5ff8bf1bf745708710f6583175ef7e1be2c9956f9a597f01429232d007d2cc9168294fd60eb423fa2da9978cdc495ca1e2219ce776998b7685501cbcc0b2ee8434f45e257afe220250fb3da3775016a35788a32e8
访问量：
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[1] VST-PCA: A Land Use Change Simulation Model Based on Spatiotemporal Feature Extraction and Pre-Allocation Strategy.[J].ISPRS Int. J. Geo-Inf,2024,100(13):2-20.
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[2] Minghao Liu，Simulating Urban Expansion from the Perspective of Spatial Anisotropy and Expansion Neighborhood.[J].ISPRS Int. J. Geo-Inf,,81(13)
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[3] Minghao Liu，Urbanization Process: A Simulation Method of Urban Expansion Based on RF-SNSCNN-CA Model.[J].Appl. Sci. 2023, 13,,2025,6615(13)
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[4] Minghao Liu，LUCC Simulation Based on RF-CNN-LSTM-CA Model with High-Quality Seed Selection Iterative Algorithm.[J].Appl. Sci,2023,3407(13)
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[5] Minghao Liu，Simulation of the Spatiotemporal Distribution of PM2.5 Concentration Based on GTWR-XGBoost Two-Stage Model: A Case Study of Chengdu Chongqing Economic Circle.[J].Atmosphere,2023,14(115):2-16.
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[6] LIU Minghao，Haiyan Chen.Study on the spatialization of anthropogenic carbon emissions in China based on SVR-ZSSR.[J].Sci Rep,2023,1887(13):1-11.
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[7] Minghao Liu，Exploring on Urban Land Development Intensity based on Artificial Neural Network Methods.[J].Journal of computers,2013,8(12):3119-3125.
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[8] 刘明皓，王耀兴(学),李东鸿(学),夏保宝(学).Dyna-CLUE Model Improvement Based on Exponential Smoothing Method and Land Use Dynamic Simulation.GRMSE 2013,2013
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[9] 刘明皓，夏保宝(学),安广文(学).Spatial Layout Simulation on Urban Land Development Intensity Based on PSO Algorithm.AMSIE,2015
