European pretraining data outperforms global and other regional datasets for geospatial foundation models, with only spectral diversity showing strong correlation to downstream performance.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Pretrain Where? Investigating How Pretraining Data Diversity Impacts Geospatial Foundation Model Performance
European pretraining data outperforms global and other regional datasets for geospatial foundation models, with only spectral diversity showing strong correlation to downstream performance.