SeasonFM: A multimodal foundation model for Earth’s seasonal rhythms

Changing phenology
Data revolution
Ongoing project
Authors

Yiluan Song

Song Lab members

Published

April 21, 2026

Keywords

global change biology, environmental data science, phenology, machine learning, foundation model

Highlights

Abstract

Use case: reconstruct earth’s seasonality

Monet’s water lily pond over different seasons, generated using Google Flow.