Chandrama Sarker

Dr. Chandrama Sarker is an Experimental Scientist at CSIRO Environment, specializing in advanced applications of deep learning, remote sensing, and GIS for environmental monitoring. Her work focuses on flood mapping, semantic segmentation, and spatio-contextual image analysis using satellite data and neural networks.

• Field: Remote Sensing, Artificial Intelligence, Environmental Science
• Key Tools: Convolutional Neural Networks, ICESAT-2 Altimetry, Landsat Multispectral Data

Research Highlights

• Pioneering flood mapping techniques using CNNs and spatio-contextual pixel information (2019)
• Refining satellite altimetry data for river elevation accuracy (2024)
• Integrating Bayesian estimation with SVM for flood probability modeling (2016)

Scientific Awards

• Australian Postgraduate Award for PhD research
• DSARC Fellowship (61,920 AU$)
• ITC/CBP Euro 330/month award for GIS/RS training