Real-world examples

More complex case study workflows demonstrating how DEA can be used to address real-world problems.

• Burnt area mapping using Sentinel-2 data
• Near real-time burnt area mapping using the DEA datacube
• Detecting change in Australian forestry
• Monitoring chlorophyll-a in Australian waterbodies
• Monitoring coastal erosion along Australia’s coastline
• Estimate climate driver influence on rainfall
• Modelling intertidal elevation using tidal data
• Model and customise intertidal exposure
• Mapping inundation using stream gauges
• Detecting water with radar
• Scalable Supervised Machine Learning on the Open Data Cube
• Determining seasonal extent of waterbodies with Sentinel-2
• Identifying shipping lanes with radar
• Surface area duration plots from DEA Waterbodies data
• Visualising coastal turbidity with Sentinel-2
• Detecting change in urban extent
• Vegetation phenology
• Monitoring Water Quality
• Calculating correlations between landscape wetness and stream gauges
• Scalable Supervised Machine Learning on the Open Data Cube

Citing DEA Notebooks

If you use any of the notebooks, code or tools in this repository in your work, please reference them using the following citation:

Krause, C., Dunn, B., Bishop-Taylor, R., Adams, C., Burton, C., Alger, M., Chua, S., Phillips, C., Newey, V., Kouzoubov, K., Leith, A., Ayers, D., Hicks, A., DEA Notebooks contributors 2021. Digital Earth Australia notebooks and tools repository. Geoscience Australia, Canberra. https://doi.org/10.26186/145234