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Description

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.

Description

Google Earth Engine serves as a cloud-centric platform designed for the scientific examination and visualization of geospatial data, granting users access to an extensive public archive containing over 90 petabytes of analysis-ready satellite imagery alongside more than 1,000 carefully curated geospatial datasets. This rich collection boasts over five decades of historical imagery that is refreshed daily, with pixel resolutions reaching as fine as one meter, showcasing datasets from sources such as Landsat, MODIS, Sentinel, and the National Agriculture Imagery Program (NAIP). Through its web-based JavaScript Code Editor and Python API, Earth Engine empowers users to perform analyses on Earth observation data while employing machine learning techniques, thereby enabling the creation of sophisticated geospatial workflows. The platform's seamless integration with Google Cloud facilitates large-scale parallel processing, allowing for thorough analyses and efficient visualization of Earth data. Furthermore, Earth Engine's compatibility with BigQuery enhances its capabilities, making it a versatile tool for users in various fields. This unique combination of features positions Google Earth Engine as an essential resource for researchers and professionals working with geospatial information.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

AlphaCode Yes 
AlphaEarth Foundations No 
Gemini Yes 
Gemini Enterprise Yes 
GeoPandas No 
Google Cloud Analytics Hub No 
Google Cloud BigQuery No 
Google Cloud Platform No 
Google Earth Engine Yes 
JavaScript No 
Python No 
WeatherNext No 

Integrations

AlphaCode No 
AlphaEarth Foundations Yes 
Gemini No 
Gemini Enterprise No 
GeoPandas Yes 
Google Cloud Analytics Hub Yes 
Google Cloud BigQuery Yes 
Google Cloud Platform Yes 
Google Earth Engine No 
JavaScript Yes 
Python Yes 
WeatherNext Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

$500 per month
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Vendor Details

Company Name

Google DeepMind

Founded

2010

Country

United States

Website

deepmind.google/discover/blog/alphaearth-foundations-helps-map-our-planet-in-unprecedented-detail/

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

cloud.google.com/earth-engine

Product Features

Product Features

GIS

3D Imagery No 
Census Data Integration No 
Color Coding No 
Geocoding No 
Image Exporting No 
Image Management No 
Internet Mapping No 
Interoperability No 
Labeling No 
Map Creation No 
Map Sharing No 
Near-Matching No 
Reverse Geocoding No 
Spatial Analysis No 

Alternatives

Alternatives

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