Resources

Datasets

Saunders, A., Giezendanner, J., Tellman, B., Slayback, D., Policelli, F., Rui, Z., & Mukherjee, R. (2026). Fractional water detection with VIIRS and deep learning to enhance global flood monitoring (v0.1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19338744

Saunders, A., Giezendanner, J., & Tellman, B. (2026). Bangladesh Inundation Data from Moderate-resolution MODIS/VIIRS Satellite Observations (v0.1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19489482

Training and workshop materials

Saunders, A., Wegener, R., Dechow, J., 2026. NASA-SARP/2026-Coding-Alex. Coding lessons and resources for NASA Student Airborne Research Program (SARP) 2026 with Alex. NASA SARP. https://github.com/NASA-SARP/2026-Coding-Alex

Tellman, B., Saunders, A., Giezendanner, J., Islam, A., 2023. Remote Sensing Workshop, Dhaka, Bangladesh. Social[Pixel] Lab. https://drive.google.com/file/d/1naPqMjyoWHr4l6XO8TCxtcVWyIbbBuQl/view

Tellman, B., Saunders, A., Giezendanner, J., Islam, A., 2023. Flood Insurance Implementation Workshop, Dhaka, Bangladesh. Social[Pixel] Lab. https://drive.google.com/file/d/1hKE3i4iy2f18F56bHicxcGkFn868M7Yz/view?usp=sharing

Rees, E., Saunders, A., Alhousseiny, M., 2022. Risk Analysis in Disaster Risk Financing (DRF). Online self-directed. Start Network. https://kayaconnect.org/enrol/index.php?id=4288

Code

Giezendanner, J., Saunders, A., 2026. Tellman-lab/VIIRS-ML-FWD. Machine Learning Fractional Water Detection with VIIRS Satellite Imagery. Social[Pixel] Lab. https://github.com/Tellman-lab/VIIRS-ML-FWD

Saunders, A., 2025. Tellman-lab/Sen1PaulGanjuCreateFloodMaps. Create flood maps using Sentinel-1 data and the Paul & Ganju (2021) algorithm. Social[Pixel] Lab. https://github.com/Tellman-lab/Sen1PaulGanjuCreateFloodMaps

Saunders, A., Giezendanner, J., 2023. Tellman-lab/satelliteImageAvailability. Create a graphic of available satellite images for a given region and time period. Social[Pixel] Lab. https://github.com/Tellman-lab/satelliteImageAvailability