Difference between revisions of "Projects"

From tessera
Jump to navigation Jump to search
m
Line 3: Line 3:
  
 
=Current=
 
=Current=
==Better embeddings (Frank)==
+
Please follow this [https://docs.google.com/document/d/1g_6wUwxkjmWxQxALe5-7LrPiq6X4_tOxoKBz56Jx2m0/edit?usp=sharing link]
* Incorporating Landsat
 
==More usable embeddings (Frank)==
 
* Compression
 
==Using embeddings to interpolate between sparse field data (Robin)==
 
 
 
==Change detection (Jovana)==
 
 
 
==A tool to match field plots with embeddings, anonymising their locations (Robin)==
 
  
 
=Archive=
 
=Archive=

Revision as of 09:49, 12 September 2025


Current

Please follow this link

Archive

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

Datasets

  1. Sources of environmental data
  2. Austrian crop categories
  3. California crop data
  4. Earth Observation datasets for downstream tasks (spreadsheet)