Article

A new deep learning model maps global methane emissions from space.

September 9, 2026blog.google

Google and NASA’s Jet Propulsion Laboratory developed MAPL-EMIT, an AI model that tracks global methane emissions from space using the EMIT instrument.

Why it matters

Methane is 30 times more potent than carbon dioxide over 100 years; this tool enables faster, more targeted climate mitigation by locating emission sources.

The details

The study was published in PNAS and identified 24 of 25 largest-emitting landfills. Google released a global plume database on Earth Engine, open-source models on Kaggle, and inference tools on GitHub.

Show entities and relationships

Key connections

MAPL-EMIT is built with AI
MAPL-EMIT, an AI model
MAPL-EMIT uses EMIT
tracks methane emissions globally from space using NASA’s EMIT instrument
NASA owns EMIT
NASA’s EMIT instrument
MAPL-EMIT is built with Deep Learning
A new deep learning model maps global methane emissions from space.

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Article

A new deep learning model maps global methane emissions from space.

September 9, 2026blog.google

Google and NASA’s Jet Propulsion Laboratory developed MAPL-EMIT, an AI model that tracks global methane emissions from space using the EMIT instrument.

Why it matters

Methane is 30 times more potent than carbon dioxide over 100 years; this tool enables faster, more targeted climate mitigation by locating emission sources.

The details

Show entities and relationships

Key connections

MAPL-EMIT is built with AI
MAPL-EMIT, an AI model
MAPL-EMIT uses EMIT
tracks methane emissions globally from space using NASA’s EMIT instrument
NASA owns EMIT
NASA’s EMIT instrument
MAPL-EMIT is built with Deep Learning
A new deep learning model maps global methane emissions from space.

Get the weekly recap

The stories like this one, picked and explained — once a week, straight to your inbox.

Read full story at source

A new deep learning model maps global methane emissions from space.

Why it matters

The details

In this article

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Products

Companies

Technologies

Key connections

Get the weekly recap

A new deep learning model maps global methane emissions from space.

Why it matters

The details

In this article

Organizations

Topics

Products

Companies

Technologies

Key connections

Get the weekly recap