# From pixels to planning: Earth AI for nature restoration

DevFeed: [From pixels to planning: Earth AI for nature restoration](<https://devfeed.tech/articles/from-pixels-to-planning-earth-ai-for-nature-restoration-6782.md>)

Original publisher: [Read original article](<https://research.google/blog/from-pixels-to-planning-earth-ai-for-nature-restoration/>)

Published: 2026-06-16T17:30:00Z

Content type: article

Language: en

Sources: [The latest research from Google](<https://devfeed.tech/sources/the-latest-research-from-google.md>)

Topics: [Earth AI](<https://devfeed.tech/topics/earth-ai.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [dataset](<https://devfeed.tech/topics/dataset.md>), [Deep learning](<https://devfeed.tech/topics/deep-learning.md>), [Google](<https://devfeed.tech/topics/google.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [climate-sustainability](<https://devfeed.tech/tags/climate-sustainability.md>), [data](<https://devfeed.tech/tags/data.md>), [deep-learning](<https://devfeed.tech/tags/deep-learning.md>), [earth-ai](<https://devfeed.tech/tags/earth-ai.md>), [google](<https://devfeed.tech/tags/google.md>), [machine-intelligence](<https://devfeed.tech/tags/machine-intelligence.md>), [open-source-models-datasets](<https://devfeed.tech/tags/open-source-models-datasets.md>), [research](<https://devfeed.tech/tags/research.md>), [resource](<https://devfeed.tech/tags/resource.md>), [sustainability](<https://devfeed.tech/tags/sustainability.md>), [uk](<https://devfeed.tech/tags/uk.md>), [vector](<https://devfeed.tech/tags/vector.md>)

## AI overview

Google Research describes a high-resolution deep learning approach that converts pixel-based maps of fine-scale ecological features into a vectorized dataset. The resource is intended to support nature restoration, carbon accounting, and biodiversity efforts across working landscapes in the UK while considering food security.

## Source excerpt

Climate & Sustainability