刘小敏，1995年出生，博士，讲师。2018年获同济大学测绘工程专业学士学位，2024年获同济大学测绘科学与技术专业博士学位。2024年7月起为浙江农林大学环境与资源学院测绘工程专业讲师。主要研究方向：极地海冰遥感、遥感数据智能解译、深度学习超分模型。参与国家重点研发计划、国家自然科学基金多项，并在《IEEE Transactions on Geoscience and Remote Sensing》、《GIScience and Remote Sensing》等国际知名期刊上发表多篇学术论文。
主要主持和参与的科研项目：
1. 浙江农林大学科研启动项目：南极沿岸冰间湖被动微波遥感监测研究，2024/09-2027/05，主持；
2. 国家自然科学基金面上项目：北极最后冰区冰间湖极端事件的遥感精细化监测方法（编号：42371362），2024/01-2027/12，参与。
3. 国家重点研发计划项目：冰冻圈和极地环境变化关键参数观测与反演（编号：2017YFA0603104），2017/11-2023/06，参与。
主要发表论文：（*通讯作者）
1. Xiaomin Liu, Tiantian Feng, Xiaofan Shen, and Rongxing Li, "PMDRnet: A Progressive Multiscale Deformable Residual Network for Multi-Image Super-Resolution of AMSR2 Arctic Sea Ice Images," IEEE Transactions on Geoscience and Remote Sensing, 2022-03. (SCI)
2. Tiantian Feng, Xiaomin Liu*, and Rongxing Li, "Super-Resolution-Aided Sea Ice Concentration Estimation from AMSR2 Images by Encoder-Decoder Networks with Atrous Convolution," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023-02. (SCI)
3. Tiantian Feng, Peng Jiang, Xiaomin Liu*, “Applications of Deep Learning-Based Super-Resolution Net-works for AMSR2 Arctic Sea Ice Images,” Remote Sensing, 2023-11. (SCI)
4. Xiaomin Liu, Tiantian Feng, Yushi Yang, Rongxing Li, "Characterization of North Greenland Polynyas with Super-Resolved Passive Microwave Sea Ice Concentration," GIScience and Remote Sensing, 2024-01. (SCI)
5. Xiaomin Liu, Huizi Chen, and Tiantian Feng, "Multi-Scale Change Analysis of Sea Ice Extent in Arctic," International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2018-05. (EI)
6. Xiaomin Liu, Tiantian Feng, Junqiao Zhao, and Rongxing Li, "Super Resolution Reconstruction Techniquein Passive Microwave Imagesof Arctic Sea Ice," 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019-08. (EI)
7. Xiaofan Shen, Xiaomin Liu, Yuan, Yao, and Tiantian Feng, "Comparison of Multi-images Deep Learning Super Resolution for Passive Microwave Images of Arctic Sea Ice," International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021-05. (EI)
专利
冯甜甜，刘小敏。基于超分技术的高分辨率北极海冰类型提取方法。专利号：ZL 2018112032302，申请日期：2018年10月16日，授权日期：2021年9月14日。
联系方式
邮箱：liuxiaomin@zafu.edu.cn
办公地址：浙江农林大学东湖校区碳汇楼218
