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综合介绍 General Introduction 主要研究方向为土壤水分遥感反演、人工智能遥感解译、农业灾害监测分析博士毕业于武汉大学测绘遥感信息工程国家重点实验室，师从龚健雅院士和陈晓玲教授，随后加入梁顺林教授团队从事博士后研究工作。具备丰富的遥感图像处理、机器学习、大数据分析与处理以及全球产品生产等方面的科研和实践经验。招收硕士研究生，欢迎对科研感兴趣的同学邮件联系我，会尽心指导，尽力提供支持。 个人相册

教育教学

个人经历 personal experience 工作经历 教育经历 2023.9-至今            西北工业大学     软件学院                     副教授2019.10-2023.9      武汉大学            遥感信息工程学院       博士后 学校名称 起始时间 结束时间 学历 学位 南京大学 硕士研究生毕业 理学硕士 武汉大学 博士研究生毕业 工学博士

荣誉获奖

科研成果 Scientific research results 论文成果 [1] Zhang, G., Liang, S., Ma, H., He, T., Yin, G., Xu, J., Liu, X. and Zhang, Y. Simultaneous estimation of five temporally regular land variables at seven spatial resolutions from seven satellite data using a multi-scale and multi-depth convolutional neural network, Remote Sensing of Environment. 2024.,301, p.113928 [2] Zhang, Y.; Liang, S.; Zhu, Z.; Ma, H.; He, T. Soil moisture content retrieval from Landsat 8 data using ensemble learning, ISPRS Journal of Photogrammetry and Remote Sensing. 2022.,185, 32-47 [3] Zhang, Y.; Gong, J.; Sun, K.; Yin, J.; Chen, X. Estimation of Soil Moisture Index Using Multi-Temporal Sentinel-1 Images over Poyang Lake Ungauged Zone. Remote Sensing. 2018.,10, 12 [4] Xiong, C., Ma, H., Liang, S., He, T., Zhang, Y., Zhang, G., Xu, J. Improved global 250 m 8-day NDVI and EVI products from 2000–2021 using the LSTM model, Scientific Data.2023.,10(1), 800 [5] Xu, J., Liang, S., Ma, H., He, T., Zhang, Y., and Zhang, G. A daily 5-km all-sky sea-surface longwave radiation product based on statistically modified deep neural network and spatiotemporal analysis for 1981–2018, Remote Sensing of Environment. 2023.,290, 113550 [6] Zhang, Y., Liang, S., Ma, H., He, T., Wang, Q., Li, B., Xu, J., Zhang, G., Liu, X., and Xiong, C. Generation of global 1 km daily soil moisture product from 2000 to 2020 using ensemble learning, Earth System Science Data, 2023.,15, 2055-2079 [7] She, J.; Zhang, Y.; Li, X.; Chen, Y. Changes in snow and glacier cover in an arid watershed of the western Kunlun Mountains using multisource remote-sensing data. International Journal of Remote Sensing. 2014.,35:1, 234-252 [8] She, J.; Zhang, Y.; Li, X.; Feng, X. Spatial and Temporal Characteristics of Snow Cover in the Tizinafu Watershed of the Western Kunlun Mountains. Remote Sensing. 2015.,7, 3426-3445 [9] Xu, J., Liang, S., He, T., Ma, H., Zhang, Y., Zhang, G., Liang, H. Variability and trends in land surface longwave radiation fluxes from six satellite and reanalysis products, International Journal of Digital Earth. 2023.,16(1), 2912-2940 [10] Zhang, L.; Chen, X.; Lu, J.; Fu, X.; Zhang, Y.; Liang, D.; and Xu, Q. Precipitation projections using a spatiotemporally distributed method: a case study in the Poyang Lake watershed based on the MRI-CGCM3. Hydrology and Earth System Sciences. 2019.,23, 1649-1666 [11] Wang, J.; Cai, X.; Chen, F.; Zhang, Z.; Zhang, Y.; Sun, K.; Zhang, T.; and Chen, X. Hundred-year spatial trajectory of lake coverage changes in response to human activities over Wuhan. Environmental Research Letters. 2020.,15(9), p.094022

科学研究

学术成果

综合介绍