基于深度学习的高分辨率遥感影像云遮挡缺失信息重建研究、土地利用分类和变化模拟研究、空间规划、城市热环境效应反演、城市通风廊道

科研论文：

[1] Liu W, Jiang Y, Li F, et al.Collaborative dual-harmonization reconstruction network for large-ratio cloud occlusion missing information in high-resolution remote sensing images[J].Engineering Applications of Artificial Intelligence, 2024, 136: 108861.

[2] Liu W, Cui H, Jiang Y, Zhang G,et al.DecRecNet: A Decoupling-Reconstruction Network for Restoring the Missing Information of Optical Remote Sensing Images[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2023,9777-9801

[3] Liu W, Jiang Y, Wang J, Zhang G, Song H, Yang J, Huang X, Li X. Global and local dual fusion network for large-ratio cloud occlusion missing information reconstruction of a high-resolution remote sensing image[J]. IEEE Geoscience and Remote Sensing Letters. 2024,21,1-5.

[4] Liu W, Zhang G, Jiang Y, et al. Effective range and driving factors of the urban ventilation corridor effect on urban thermal comfort at unified scale with multisource data[J].Remote Sensing, 2021, 13(9): 1783.

[5] Yang J, Liu W*, Jiang Y, et al. Simulating Intra-urban Land Use Dynamics under Multiple Scenarios Based on Fuzzy Cellular Automata: A Case Study of Jinzhou District, Dalian[J]. Complexity, 2018, 2018:1-17.

[6] Zhang L, Zhang G, Liu W, et al. Geometric Correction of Luojia l-01 Nighttime Light Image based on Road Network[J]. Journal of Imaging Science & Technology, 2023, 67(2).020401-1 - 020401-12.

[7] Pei H, Song H, Meng F, Liu W. Long-term thermomechanical displacement prediction of energy piles using machine learning techniques[J].Renewable Energy,2022,195: 620-636.

[8] Li D, Jiang Y, Li J, Zhang G, Wei S, Liu W. Geometric calibration of the ESA Mars Express orbiter high resolution stereo camera[J].Earth and Space Science,2023,10(11):e2023EA002971.

[9] 李德仁,张过,蒋永华,沈欣,刘伟玲. 论大数据视角下的地球空间信息学的机遇与挑战[J].大数据,2022,8(02):3-14. (2023年3-4月高下载论文).

专利：

[1] 蒋永华;  刘伟玲;  李贞;张过; 崔浩. 一种辐射解耦下的遥感影像缺失信息重建方法及装置: 2022113036720  (审中-实审).

[2] 蒋永华; 刘伟玲; 张过; 黎达; 吴楷文. 一种双解耦下的多时相云缺失信息重建方法:2023105934280 (审中-实审).

[3] 蒋永华; 刘伟玲; 张过; 黎达. 一种协同双重协调高分辨率遥感影像云遮挡缺失重建方法:2023111966128 (审中-实审).

2024年，Engineering Applications of Artificial Intelligence 期刊审稿人