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Fusion of Radar and Optical Remote Sensing Time Series for Wildfire Monitoring with Deep Learning

Title of the postdoc project
Fusion of Radar and Optical Remote Sensing Time Series for Wildfire Monitoring with Deep Learning

Main supervisor
Yifang Ban, Professor, Division of Geoinformatics, KTH

Co-supervisor
Josephine Sullivan,
Associate professor, Division of Robotics, Perception and Learning, KTH

About the Digital Futures Postdoc Fellow
Puzhao Zhang received his PhD degree in Pattern Recognition and Intelligent Systems from Xidian University, China at the end of 2019. His PhD research was focused on remote sensing and deep learning for change detection.  Since fall, 2017, he has been working on wildfire monitoring with radar and optical remote sensing and deep learning as a joint PhD student at KTH.

Puzhao’s postdoc research will be focused on the development of weakly/self-supervised deep learning method for near real-time wildfire monitoring by the fusion of radar and optical time series. His research interests include satellite imagery analysis, change detection, machine learning/deep learning, and spatio-temporal modelling for environmental change monitoring.

 

Contacts

Puzhao Zhang

Digital Futures Postdoctoral Fellow

puzhao@kth.se
Photo of Yifang Ban

Yifang Ban

Professor and Head of Division Geoinformatics at KTH, PI of research project EO-AI4GlobalChange at Digital Futures, Supervisor for Postdoc project Unraveling the potential of AI and Earth Observation for accurate population predictions in urban regions (POPAI), Supervisor for Postdoc project Fusion of Radar and Optical Remote Sensing Time Series for Wildfire Monitoring with Deep Learning at Digital Futures

+46 8 790 86 48
yifang@kth.se

Josephine Sullivan

Associate Professor, Divsion of Robotics, Perception and Learning at KTH, Co-PI of research project EO-AI4GlobalChange at Digital Futures, Co-Supervisor for Postdoc project Fusion of Radar and Optical Remote Sensing Time Series for Wildfire Monitoring with Deep Learning at Digital Futures

+46 8 790 61 36
sullivan@csc.kth.se