September 10, 2023

关于我的故事

个人简介

教育/工作经历

主持/参与项目(近五年)

  1. 自然科学基金青年项目,高鲁棒遥感影像深度时空融合模型研究,2022-2024,主持;
  2. 自然资源部地理国情监测重点实验室开放基金,多源遥感卫星与无人机联合的中小型湖泊水质监测,2023-2024,主持;
  3. 陜西省教育厅专项基金,基于深度卷积网络的湖泊蓝藻水华信息智能检测方法,2021-2022,主持;
  4. 科技部第三次新疆综合科学考察项目,新疆水环境关键要素遥感动态监测,2021-2024,参与。

发表论文(近五年,第一作者)

  1. Tan Z, Yang C, Qiu Y, et al. A three-step machine learning approach for algal bloom detection using stationary RGB camera images[J]. International Journal of Applied Earth Observation and Geoinformation, 2023, 122: 103421.
  2. Tan Z, Cao Z, Shen M, et al. Remote estimation of water clarity and suspended particulate matter in qinghai lake from 2001 to 2020 using MODIS images[J]. Remote Sensing, 2022, 14(13): 3094.
  3. Tan Z, Gao M, Yuan J, et al. A Robust Model for MODIS and Landsat Image Fusion Considering Input Noise[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-17.
  4. Tan Z, Gao M, Li X, et al. A flexible reference-insensitive spatiotemporal fusion model for remote sensing images using conditional generative adversarial network[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 1-13.
  5. Tan Z, Li X, Gao M, et al. The environmental story during the COVID-19 lockdown: how human activities affect PM2. 5 concentration in China?[J]. IEEE Geoscience and Remote Sensing Letters, 2020, 19: 1-5.
  6. Tan Z, Di L, Zhang M, et al. An enhanced deep convolutional model for spatiotemporal image fusion[J]. Remote Sensing, 2019, 11(24): 2898.

承担课程

学生指导(指导学生发表论文,通讯作者)

  1. Tan Z, Tan Z*, Luo J, et al. Mapping 30-m cotton areas based on an automatic sample selection and machine learning method using Landsat and MODIS images[J]. Geo-spatial Information Science, 2023: 1-18.
  2. Yang C, Tan Z*, Li Y, et al. A Comparative Analysis of Machine Learning Methods for Algal Bloom Detection Using Remote Sensing Images[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023.
  3. 李一民,谭振宇*,杨辰等.基于多源卫星的滇池藻华提取机器学习算法研究[J].地球科学进展,2022,37(11):1141-1156.

现为硕士生导师一枚,专硕学硕均可招收,团队其他老师有招收博士生资格。热忱欢迎对遥感大数据处理、智能环境监测与应用、GIS设计与开发方面感兴趣的同学咨询报考!

热心指导学生,从来不抢学生一作!想混学历的非诚勿扰,不要彼此耽误!