Compare AlphaEarth Foundations vs. EarthSmart

AlphaEarth Foundations, a cutting-edge AI model developed by DeepMind, functions as a "virtual satellite" by synthesizing extensive and diverse Earth observation data, which includes optical and radar imagery, 3D laser mapping, and climate simulations, into a compact and unified embedding for every 10x10 meter area of land and coastal regions. This innovative approach allows for efficient, on-demand mapping of planet-wide terrains while significantly reducing storage requirements compared to earlier systems. By merging various data streams, it adeptly addresses issues of data overload and inconsistencies, resulting in summaries that are 16 times smaller than those generated by traditional methods, all while achieving a remarkable 24% reduction in error for tested tasks, even in scenarios where labeled data is limited. The annual collections of embeddings are made available as the Satellite Embedding dataset on Google Earth Engine, and they are already being utilized by various organizations to classify previously unmapped ecosystems and to monitor changes in agriculture and the environment, showcasing the practical applications of this groundbreaking technology. This model not only enhances our understanding of Earth’s complexities but also paves the way for future advancements in environmental monitoring and conservation efforts.

When individuals within your organization begin to consider the implications of product Life Cycle Assessment (LCA), positive transformations emerge. This leads to the exploration of new materials and innovative processes, as well as the redesign of components and the sharing of sustainability achievements with suppliers, customers, and the media. At EarthShift Global, we strive to empower every organization to progress on its distinctive sustainability journey. We developed the EarthSmart LCA software to meet the rigorous demands of sustainability experts while ensuring it remains user-friendly for individuals from various backgrounds. This solution provides a streamlined approach to achieving cohesive actions that align with your specific sustainability objectives. The EarthSmart platform is a versatile, web-based tool designed for Life Cycle Assessment (LCA), allowing users to assess the environmental effects of a product or service throughout its entire life cycle, from the extraction of raw materials to end-of-life disposal and recycling options. By utilizing EarthSmart, you can seamlessly incorporate LCA into your design workflows, fostering a culture of sustainability within your organization. It serves as an essential resource for driving impactful changes that benefit both your business and the environment.