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zhangguodong

Lecturer (higher education)

Personal Information

Education Level:PhD graduate

Degree:Doctor of engineering

Business Address:四川省成都市西南交通大学犀浦校区4号楼4222室

Gender:Male

Professional Title:Lecturer (higher education)

Status:在岗

Alma Mater:武汉大学

School/Department:地球科学与工程学院

Profile

张国东,博士,硕士生导师,毕业于武汉大学摄影测量与遥感专业。主要从事植被定量遥感研究,包括辐射传输、时空融合、深度学习、数据同化等。在Remote Sensing of Environment,IEEE Transactions on Geoscience and Remote Sensing等本领域权威期刊发表论文20余篇,担任Remote Sensing of Environment等期刊审稿人。主持国家自然科学基金青年科学基金、国家资助博士后研究人员计划B档、地球大数据支撑可持续发展目标报告等多项科研项目。

课题组气氛融洽、科研补助与奖励丰厚,导师亲自指导,文章产出多多,欢迎对定量、生态遥感感兴趣的同学报考!


代表性论文:

1. Guodong Zhang, Gaofei Yin*, Yi Zhang, Jiangchuan Hu, Zongyan Li, Changjing Wang, Dujuan Ma, Jiangliu Xie. An RTM-driven machine learning approach for estimating high resolution FAPAR from Landsat 5/7/8/9 surface reflectance. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024.

2. Guodong Zhang, Shunlin Liang*, Han Ma, Tao He, Gaofei Yin, Jianglei Xu, Xiaobang Liu, Yufang Zhang. 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, 301:113928.

3. Guodong Zhang, Han Ma*, Shunlin Liang*, Aolin Jia, Tao He, Dongdong Wang. A machine learning method trained by radiative transfer model inversion for generating seven global land and atmospheric estimates from VIIRS top-of-atmosphere observations. Remote Sensing of Environment, 2022, 279:113132.

4. Guodong Zhang, Han Ma*, Shunlin Liang. Estimating 250-m Land Surface and Atmospheric Variables From MERSI Top-of-Atmosphere Reflectance. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60:1-16.

5. Guodong Zhang, Hongmin Zhou*, Changjing Wang, Huazhu Xue, Jindi Wang, Huawei Wan. Forecasting time series albedo using NARnet based on EEMD decomposition. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(5):3544-3557.

6. Guodong Zhang, Hongmin Zhou*, Changjing Wang, Huazhu Xue*, Jindi Wang, Huawei Wan. Time series high-resolution land surface albedo estimation based on the ensemble Kalman filter algorithm. Remote Sensing, 2019, 11(7): 753.




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Educational Experience

  • 武汉大学 | 摄影测量与遥感 | PhD graduate | Dr.
     

Work Experience

  • 2023.6-Now

     地球科学与环境工程学院 
     

Social Affiliations

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Research Focus

Research Group

Name of Research Group:西南交通大学植被生态遥感研究组