Downstream tasks
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- Through re.green, we have access to about 670 field plots in Brazil with repeat LiDAR, ALS, and plot data. Felipe Bigliomini works closely with Suzano.
- Pastis data. This is segmentation task and not suited to pixel-based representations, though.
- David Coomes will make enquiries about access to natural forest, shrubland and grassland ground truth datasets from a global consortium of field plot owners that we can compare with representations (geolocation accuracy may be an issue). Potentially 3 of David’s students will be interested.
- We might have access to data through NeonScience (a long term NSF-resourced initiative focused on US ecosystem monitoring) https://www.neonscience.org/about
- Anil, Andres, and Ronita are looking into urban classification datasets. Andrés is assembling a note in the next couple of weeks on what's available and the resolution. Urban mapping is interesting as it could help us explore the wild/urban divide where a lot of expansion is happening (see article in Nature, 2023).
