Difference between revisions of "Projects"
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__NOTOC__ | __NOTOC__ | ||
| − | =TESSERA design documents= | + | =Current= |
| + | |||
| + | =Archive= | ||
| + | ==TESSERA design documents== | ||
*[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]] | * Thoughts on [[Improving representations]] | ||
| − | =Downstream tasks= | + | ==Downstream tasks== |
* Borneo Canopy Height Model, with ground truth from ALS scans collected by David Coomes's group | * 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. | * 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. | ||
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* Compare burn scars in Sierra Nevada in California with ground truth labels from PANGAEA/US Forestry Service | * Compare burn scars in Sierra Nevada in California with ground truth labels from PANGAEA/US Forestry Service | ||
* [[Above-ground biomass estimation in Finland]] | * [[Above-ground biomass estimation in Finland]] | ||
| − | |||
| − | = Datasets = | + | ==Datasets== |
# [https://docs.google.com/document/d/1oqk7zTp528EwQCu6GtmWV_yxobuJNkoKBg-mI8w478k/edit?usp=sharing Sources of environmental data] | # [https://docs.google.com/document/d/1oqk7zTp528EwQCu6GtmWV_yxobuJNkoKBg-mI8w478k/edit?usp=sharing Sources of environmental data] | ||
# [[Austrian crop categories]] | # [[Austrian crop categories]] | ||
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# [https://docs.google.com/spreadsheets/d/1XvC7cXH5Sa0yAh59KqIl2TobwKQb1o861eCPQx9sB3c/edit?usp=sharing Earth Observation datasets for downstream tasks (spreadsheet)] | # [https://docs.google.com/spreadsheets/d/1XvC7cXH5Sa0yAh59KqIl2TobwKQb1o861eCPQx9sB3c/edit?usp=sharing Earth Observation datasets for downstream tasks (spreadsheet)] | ||
| − | =Global embedding map= | + | ==Global embedding map== |
The map is accessible through [[GeoTessera]] | The map is accessible through [[GeoTessera]] | ||
Revision as of 11:07, 11 September 2025
Current
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
- Sources of environmental data
- Austrian crop categories
- California crop data
- Earth Observation datasets for downstream tasks (spreadsheet)
Global embedding map
The map is accessible through GeoTessera
