EDUCATION
2021, Ph.D., Photogrammetry and Remote Sensing, Wuhan University
2016, B.S., Remote Sensing Science and Technology, Wuhan University
EMPLOYMENT HISTORY
06/2024-present,Assistant Professor, Shenzhen University
08/2021-05/2024, Postdoc,Shenzhen University
RESEARCH INTERESTS
Hyperspectral remote sensing imagery interpretation
Planetary spectral data analysis
Martian/Lunar surface mineral detection
Evolutionary computation
Change detection
RESEARCH GRANTS
1.Subpixel mapping based on regularization learning network for hyperspectral remote sensing imagery.National Natural Science Foundation of China(42201350,300K RMB), 2023-2025, PI.
2.A joint spectral unmixing and subpixel mapping framework based on multiobjective optimization. China Postdoctoral Science Foundation(2021M702230,80K RMB), 2021-2023, PI.
3.Deep neural network for spatiotemporal subpixel mapping.National Natural Science Foundation of China(42171336,570K RMB), 2022-2025,participated.
4.Nolinear subpixel mapping based on deep neural network for hyperspectral remote sensing imagery.National Natural Science Foundation of China(42071350,560K RMB), 2021-2024,participated.
PUBLICATIONS
1.Song, M., Zhong, Y.*, Ma, A., He, D., Zhang, L. Multiobjective spatiotemporal subpixel mapping for remote sensing imagery.IEEE Transactions on Geoscience and Remote Sensing, 2024,62,1-17.
2.Song, M., Zhong, Y.*, Ma, A., Xu, X., Zhang, L. A joint spectral unmixing and subpixel mapping framework based on multiobjective optimization.IEEE Transactions on Geoscience and Remote Sensing, 2021, 60, 1-17.
3.Song, M., Zhong, Y.*, Ma, A., Xu, X., Zhang, L. Multiobjective subpixel mapping with multiple shifted hyperspectral images.IEEE Transaction on Geoscience and Remote Sensing, 2020, 58(11): 8176-8191.
4.Song, M., Zhong, Y.*, Ma, A., Feng, R. Multiobjective sparse subpixel mapping for remote sensing imagery.IEEE Transaction on Geoscience and Remote Sensing, 2019, 57(7): 4490-4508.
5.Song, M., Zhong, Y.*, Ma, A. Change detection based on multi-feature clustering using differential evolution for Landsat imagery.Remote Sensing. 2018, 10(10): 1664.
6.Song, M., Zhong, Y.*,Ding, C.,Liu, Y., Huang, S., Li, Q.Regolith mineral detection and abundance estimation based on the LMS spectral data of Chang’E-5 lander.SCIENTIA SINICA Physica, Mechanica & Astronomica, 2023,53(03),81-92.
7.Song, M., Zhong, Y.*, Ma, A., Zhu, Q., Cao, L., Zhang, L. Sub-pixel mapping with multiple shifted hyperspectral images based on multiobjective evolutionary algorithm.IEEE Geoscience and Remote Sensing Symposium (IGARSS). 2019, 2726-2729.
8.Song, M., Zhong, Y.*, Ma, A., Zhang, L. Unsupervised change detection for remote sensing images based on principal component analysis and differential evolution.Asia-Pacific Conference on Simulated Evolution and Learning (SEAL). 2017, 786-796.
9.Ma, A., Zhou, W.,Song, M., et al. Multiobjective memetic spatio-temporal subpixel mapping for remote sensing imagery.IEEE Transactions on Geoscience and Remote Sensing, 2023. 61:1-18.
10.Ding, C., Su, Y.*, Lei, Z., Zhang, Z.,Song, M., Liu, Y., Wang, R., Li, Q., Li, C., Huang, S*. Electromagnetic signal attenuation characteristics in the Lunar regolith observed by the Lunar regolith penetrating radar (LRPR) onboard the Chang’E-5 lander.Remote Sensing, 2022, 14, 5189.
11.李清泉,刘会增*,朱平,邱红,宋蜜,黄少鹏.地球辐射收支探测的目标方向订正模型构建：从地球卫星到月基平台.地球信息科学学报, 2023, 25(1), 2-14.
12.Liu, Y., Wang, T., Jia, Y.,Song, M., Ding, C., Huang, S.Thermal environment of the Chang’E-5 landing site and its effect on the external temperature of the lander, SCIENTIA SINICA Physica, Mechanica & Astronomica, 2023,53(03),93-104.
13.陈鹏,吕鹏远,宋蜜,曾凡洋,伍丝琪,钟燕飞*.高空间分辨率遥感影像下的违法用地变化检测.测绘通报, 2018, (4): 4.
AWARDS AND HONORS
1.2021.10, Best Paper award at the “Deep space exploration science, technology and application” China Engineering Science and Technology Forum
2.2021.10, Best presentation award at the 6th National Conference on Imaging Spectroscopy for Earth Observation
3.2020,Second Prize of Excellent Academic Scholarship, Wuhan University
4.2019, Yu Gang-Song Xiao Scholarship, Wuhan University
