Difference between revisions of "Projects"

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*[https://docs.google.com/document/d/1JPmgYprgTqqhkOnjhpaYQxkV36dJE06yo_N56L01KEQ/edit?usp=sharing Computational cost estimation]
 
*[https://docs.google.com/document/d/1JPmgYprgTqqhkOnjhpaYQxkV36dJE06yo_N56L01KEQ/edit?usp=sharing Computational cost estimation]
 
*[[Hyperparameters]]
 
*[[Hyperparameters]]
 +
* Thoughts on [[Improving representations]]
  
 
=Downstream tasks=
 
=Downstream tasks=

Revision as of 11:01, 11 September 2025

TESSERA design documents

Downstream tasks

  • Borneo Canopy Height Model, with ground truth from ALS scans collected by David Coomes's group
  • Test accuracy of crop classification from the crop dataset for an important agricultural production region in Austria (the so-called ‘Marchfeld’), characterised by a large number of crops in widely different field sizes.
  • Compare forest AGB in Para state with the results computed by Mantle (RSE paper)
  • Compare CHM in California with CHM obtained from ALS scans
  • Compare burn scars in Sierra Nevada in California with ground truth labels from PANGAEA/US Forestry Service
  • Above-ground biomass estimation in Finland
  • Peat depths in Scotland

Global embedding map

The map is accessible through GeoTessera