Philip Stark

When local gains fail to transfer: Frozen Earth-observation embeddings across wildfires

Frozen Earth-observation embeddings are judged almost entirely by spatially blocked cross-validation inside one study region. We show that this number does not predict accuracy in a new region; we show why; and we show the one setting in which such a model does keep working, using a protocol that needs only a linear pr...