Skip to main content

Puzhao Zhang

Profile picture of Puzhao Zhang



Works for




Researcher ID

About me

My research interests include machine learning, deep learning and artificial intelligence with their applications in satellite-based earth observation, such as optical and active microwave remote sensing.

Selected Publications:

Puzhao Zhang, Yifang Ban and Andrea Nascetti (2021). Learning U-Net without Forgetting for Near Real-Time Wildfire Monitoring by the Fusion of SAR and Optical Time Series. Remote Sensing of Environment, 261, 112467. (IF: 13.85)

Yifang Ban∗, Puzhao Zhang∗ (∗Equal Contribution, Corresponding Author), Andrea Nascetti et al. (2020) Near Real-Time Wildfire Progression Monitoring with Sentinel-1 SAR Time Series and Deep Learning. Scientific Reports, 10, 1326:1-15. (IF:5.134)

Puzhao Zhang, Andrea Nascetti, Yifang Ban, Maoguo Gong (2019). An Implicit Radar Convolutional Burn Index for Burnt Area Mapping with Sentinel-1 C-band SAR Data[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 158:50-62. (IF: 11.77)

Puzhao Zhang, Maoguo Gong, Hui Zhang, Jia Liu, Yifang Ban (2018). Unsupervised Difference Representation Learning for Detecting Multiple Types of Changes in Multitemporal Remote Sensing Images[J]. IEEE Transactions on Geoscience and Remote Sensing, 57:2277-2289. (IF:8.12)

Puzhao Zhang, Maoguo Gong, Hui Zhang, Jia Liu (2017). DRLnet: Deep Difference Representation Learning Network and An Unsupervised Optimization Framework[C]. In the Proceedings of International Joint Conference of Artificial Intelligence (IJCAI). 3413-3419.

Puzhao Zhang, Maoguo Gong, Linzhi Su, Jia Liu, Zhizhou Li (2016). Change Detection Based on Deep Feature Representation and Mapping Transformation for Multi-spatial-resolution Remote Sensing Images [J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 116: 24-41. (IF:11.77, Highly Cited Paper)

Maoguo Gong, Puzhao Zhang, Linzhi Su, & Jia Liu (2016). Coupled dictionary learning for change detection from multisource data. IEEE Transactions on Geoscience and Remote Sensing, 54(12), 7077-7091.


Digital Image Processing and Applications (AG2413), teacher, assistant | Course web

Photogrammetry and Remote Sensing (AG1324), assistant, teacher | Course web

Remote Sensing Technology (AG1321), assistant, teacher | Course web

Web and Mobile GIS (AG2417), assistant | Course web