Connect with us

Published

on

Meta, the World Resources Institute (WRI), and Land & Carbon Lab have introduced a game-changing tool for environmental monitoring: the first-ever global map of tree canopy height at a 1-meter resolution.

This cutting-edge AI-powered map can detect individual trees worldwide, addressing longstanding gaps in the forest carbon credit market. It is also a leap forward in environmental science, offering unprecedented insights into tree distribution, canopy height, and forest health.

Unparalleled Precision: 50 Million Sq. Km Mapped at 1-Meter Resolution

The innovative map leverages artificial intelligence to analyze more than a trillion pixels from 18 million satellite images. The result is a highly accurate global dataset with a mean absolute error of just 2.8 meters. Such precision is critical for monitoring and verification purposes, especially in areas where accurate data has historically been challenging to obtain. 

According to Meta, the model establishes a global baseline for tree canopy height, enabling improved understanding and management of forest ecosystems. 

The dataset reveals that approximately one-third of Earth’s landmass—about 50 million square kilometers—has a canopy height above 1 meter. By providing such granular data, this tool offers invaluable insights into the state of global forests, facilitating more targeted and effective conservation efforts.

A notable feature of the initiative is its commitment to open access. The data and models are freely available on platforms such as AWS, Google Earth Engine, and GitHub. Thus, it is accessible to researchers, policymakers, and businesses worldwide. This approach encourages innovation across various fields, from carbon credit verification to environmental conservation.

Meta emphasized the significance of democratizing AI technology, stating:

“Democratizing access to artificial intelligence can be an important tool in unlocking finance for and increasing transparency in mitigating and adapting to climate change.”

Land & Carbon Lab, convened by WRI and the Bezos Earth Fund, is a leading organization dedicated to monitoring and analyzing global land and carbon dynamics. Their Global Tree Canopy Height dataset provides high-resolution, globally consistent measurements of tree heights, offering critical insights into forest structure and carbon storage.

The company delivers accurate and up-to-date information by leveraging advanced satellite imagery and machine learning techniques. Their work enhances our understanding of Earth’s ecosystems and informs strategies to protect and restore vital natural resources.

Laconic and Planet Labs made a similar effort. They partnered for a monitoring system that aims to improve the accuracy of forest carbon projects.

Revolutionizing Forest Carbon Markets

One of the map’s most significant applications is its potential to transform carbon markets

Forests play a critical role in carbon sequestration, but accurately monitoring and verifying forest carbon credits has been a persistent challenge. High-resolution data provided by this map enhances the ability to track tree growth, particularly in sparse or small-scale forests.

Providing detailed data on tree distribution and canopy height helps identify areas that require immediate attention or are best suited for reforestation. This level of detail is particularly valuable for managing degraded lands, where precision is crucial for effective restoration.

This improved tracking capability ensures greater transparency and accountability in carbon markets. Meta highlighted this point, noting that: 

“forest-based carbon removal and the use of technology to better monitor, report, and verify carbon sequestration are essential components of Meta’s carbon removal strategy.”

By addressing these challenges, the map strengthens the integrity of carbon markets and supports global efforts to combat climate change. It also facilitates the creation of actionable strategies for carbon removal and forest restoration, ensuring that investments in these areas yield measurable results.

Meta has been investing heavily in carbon removal initiatives, including nature-based carbon projects. Carbon removal is a key part of its strategy to reduce carbon emissions.

carbon removal projects backed by Meta

Advanced AI at Work

The technological backbone of the map is an AI model called DiNOv2, which employs Self-Supervised Learning (SSL) to process vast amounts of unlabeled satellite imagery. SSL enables the model to learn patterns and features in data without requiring manual labeling, making it highly scalable and robust.

DiNOv2’s capabilities extend beyond canopy height mapping. It can also support applications like tree detection and segmentation, providing even more tools for researchers and conservationists. 

Moreover, the open-access nature of the model enables stakeholders from diverse fields to leverage the dataset for various applications, from scientific research to practical conservation initiatives.

By leveraging this advanced AI technology, Meta and its partners have created a tool that is not only highly accurate but also adaptable to various environmental challenges.

You can explore the tool via Google Earth Engine here.

A Transformative Step for Carbon Market Integrity

Carbon markets are increasingly recognized as a vital tool for addressing climate change. However, their success depends on accurate monitoring and verification of carbon sequestration efforts. 

The market has been under intense scrutiny because of various nature-based carbon removal projects suspected and accused of dubious impact. This resulted in decreasing trust and confidence in the market. 

The high-resolution tree canopy map addresses this need by providing reliable data that enhances transparency and accountability. By enabling precise monitoring of tree growth and forest health, the map helps verify that carbon removal projects are delivering on their promises. This, in turn, builds trust among market players and encourages greater investment in forest-based carbon removal initiatives.

Meta, WRI, and Land & Carbon Lab have not only created a powerful tool but also set an example of how technology, collaboration, and accessibility can drive meaningful change in addressing the world’s most pressing environmental challenges.

The post Meta and WRI Unveiled AI-Powered Global Tree Canopy Map appeared first on Carbon Credits.

Continue Reading

Carbon Footprint

Insetting vs Offsetting: Which Actually Counts Toward Your Scope 3 Targets

Published

on

The accounting differences that decide whether your nature investment shows up in inventory, in BVCM, or nowhere at all.

The question reaches a procurement team about three weeks before the next sustainability committee meeting. Someone has read about insetting. Someone else has just signed off on an offset purchase. The CSO wants to know if the two are interchangeable. The answer is no, and the GHG Protocol Land Sector and Removals Standard is the reason why.

This article walks through what each term means at audit-grade specificity, what the standards actually say about how each gets counted, and how to decide which tool fits which target. The insetting vs offsetting question is one of the most-searched in corporate climate strategy, and one of the most poorly answered. By the end of this piece, you should be able to brief a committee on the difference without notes.

The two definitions, in plain English

Offsetting means buying carbon credits generated outside your value chain and retiring them against your residual emissions. The reduction happens somewhere else, financed by you, and the credit is the receipt.

Insetting means investing in emission reductions or removals inside your own value chain, typically with suppliers, where the reduction is directly linked to the products and services you buy. The reduction happens inside the boundary of your Scope 3 inventory, and the accounting treatment is fundamentally different.

The shorthand from the University of Oxford’s Nature-based Insetting Initiative is useful: insetting is what you do with the supply chain you have; offsetting is what you do with the supply chain you do not have.

What the GHG Protocol Land Sector Standard actually says

The GHG Protocol Land Sector and Removals Standard, finalised in 2024 after a multi-year pilot, sets the rules for how land-based emission reductions and removals enter corporate inventories. The Standard distinguishes between inventory accounting (Scope 1, 2, and 3) and project or intervention accounting (a separate methodology for crediting).

For insetting, the practical implication is that supplier-level interventions, when properly measured and attributed, can reduce your Scope 3 category 1 (purchased goods and services) emissions in your inventory. The reduction is not a credit retired against the inventory; it is a lower inventory number, period.

For offsetting, the credit is retired separately. It can be reported as a contribution toward a net-zero claim under the SBTi Beyond Value Chain Mitigation framework or as part of a VCMI Carbon Integrity claim, but it does not lower the inventory number.

A practical consequence: if your Science Based Target requires a 50% absolute reduction in Scope 3 emissions by 2030, insetting moves you toward the target. Offsetting does not. This single point of difference reshapes the procurement decision.

When insetting counts toward Scope 3 (and when it does not)

Insetting counts toward Scope 3 only when several conditions are met:

  • The intervention must occur with an entity in your value chain.
  • The emissions reduction or removal must be measured against a defensible baseline.
  • The reduction must be attributed to your share of that supplier’s output, not double-counted with other buyers.
  • It must follow the inventory accounting rules in the GHG Protocol Land Sector Standard, not the project accounting rules used to generate credits.

The most common failure mode is double counting. If your supplier sells the same reduction as a credit on the voluntary market and also reports it to you as a Scope 3 reduction, the math breaks. The Standard requires you to address this risk, typically by purchasing and retiring the supplier-issued credit as part of your inventory or by contractual provisions that prevent the supplier from selling the reduction twice.

When insetting does not count toward Scope 3: when the intervention sits with a supplier you do not buy from, when the baseline is not defensible, when the attribution is unclear, or when the documentation does not survive audit. Those cases default to Beyond Value Chain Mitigation, which is still useful but operates on a different ledger.

The procurement and supplier engagement question

Insetting is harder than offsetting. That is the unfashionable truth most buyers eventually confront. Offsetting is a transaction; insetting is a relationship.

To run an insetting program, you need supplier mapping precise enough to know which farms or facilities sit at which Scope 3 boundary. You need an engagement model that gets suppliers to participate, which usually requires multi-year commitments and shared economics. You need an MRV architecture that measures the right things and produces audit-ready documentation. And you need a contractual structure that prevents double counting and protects both sides.

The trade-off you receive in return is significant. Reductions count against your inventory rather than your residual. Supplier relationships deepen, which protects sourcing continuity. Yield and quality improvements often follow regenerative interventions, which reduces your input cost over time. And the regulatory file, under CSRD, CSDDD, EUDR, and the SBTi FLAG Guidance, is materially stronger.

Choosing the right tool for the right target

A practical decision rule. If your target is a science-based Scope 3 reduction and you operate in a FLAG sector or source FLAG commodities, insetting is the structurally correct tool. If your target is a net-zero claim that includes neutralising hard-to-abate residual emissions outside your value chain, BVCM via high-integrity offsets is the structurally correct tool. Most companies with material Scope 3 exposure need both, in different proportions, sequenced over time.

The sequencing matters. Insetting takes longer to stand up but produces a permanent reduction in the inventory. Offsetting can be transacted faster but does not change the inventory and now sits under tighter claim restrictions. Treat them as complementary tools with different jobs, not as substitutes. The Accountability Framework Initiative and the IUCN Global Standard for Nature-based Solutions both provide useful guardrails for the insetting side, with biodiversity, human rights, and benefit-sharing requirements that go beyond carbon math.

If you are mapping a Scope 3 reduction roadmap and need to scope which interventions count toward your inventory versus which sit in Beyond Value Chain Mitigation, the carbon and sustainability experts at Carbon Credit Capital can help you structure a nature-based supply chain investment program that fits your FLAG exposure, your target architecture, and your audit horizon. Schedule a consultation.

Continue Reading

Carbon Footprint

Net zero needs nature: a carbon credit guide

Published

on

Net zero is often described as a balancing act: cut what you can, account for the rest, and reach zero on the ledger. That framing is useful, but it leaves something out. It treats every tonne of carbon as interchangeable and every route to zero as equally sound, while the science tells a more specific story.

Continue Reading

Carbon Footprint

Deforestation in Malawi: causes and solutions

Published

on

Malawi has lost a striking share of its forests over the past three decades. Woodlands that once covered well over a third of the country now cover less than a quarter, and the pressure on what remains is increasing. Behind those figures sit two practical questions: what is driving the loss, and what reverses it?

Continue Reading

Trending

Copyright © 2022 BreakingClimateChange.com