According to @DeepLearningAI, Google released AlphaEarth Foundations, a set of time embeddings representing every 10 meter square of Earth from 2017 to 2024, trained on optical, radar, and thermal satellite data and aligned with geotagged text to help track climate, land use, vegetation, water, and more, and the dataset is free to download under a CC BY 4.0 license with Google offering grants to teams that use it, source: @DeepLearningAI. For trading and risk analytics, the source specifies global, multi modal coverage and time consistency that support systematic monitoring of climate, land use, vegetation, and water signals across 2017 to 2024 that can be directly derived from the released embeddings, source: @DeepLearningAI.