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.

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.
- READ MORE: Is the Voluntary Carbon Market Dead
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Carbon Footprint
Climate Impact Partners Unveils High-Quality Carbon Credits from Sabah Rainforest in Malaysia
The voluntary carbon market is changing. Buyers are no longer focused only on large volumes of cheap credits. Instead, they want projects with strong science, long-term monitoring, and clear proof that carbon has truly been removed from the atmosphere. That shift is drawing more attention to high-integrity, nature-based projects.
One project now gaining that spotlight is the Sabah INFAPRO rainforest rehabilitation project in Malaysia. Climate Impact Partners announced that the project is now issuing verified carbon removal credits, opening access to one of the highest-quality nature-based removals currently available in the global market.
Restoring One of the World’s Richest Rainforest Ecosystems
The project is located in Sabah, Malaysia, on the island of Borneo. This region is home to tropical dipterocarp rainforest, one of the richest forest ecosystems on Earth. These forests store huge amounts of carbon and support extraordinary biodiversity. Some dipterocarp trees can grow up to 70 meters tall, creating habitat for orangutans, pygmy elephants, gibbons, sun bears, and the critically endangered Sumatran rhino.
However, the forest within the INFAPRO project area was not intact. In the 1980s, selective logging removed many of the most valuable tree species, especially large dipterocarps. That caused serious ecological damage. Once the key mother trees were gone, natural regeneration became much harder. Young seedlings also had to compete with dense vines and shrubs, which slowed the forest’s recovery.
To repair that damage, the INFAPRO project was launched in the Ulu-Segama forestry management unit in eastern Sabah.
- The project has restored more than 25,000 hectares of logged-over rainforest.
- It was developed by Face the Future in cooperation with Yayasan Sabah, while Climate Impact Partners has supported the project and helped bring its credits to market.
Why Sabah’s Carbon Removals are Attracting Attention
What makes Sabah INFAPRO different is not only the size of the restoration effort. It is also the way the project measured carbon gains.

Many forest carbon projects issue credits in annual vintages based on year-by-year growth estimates. Sabah INFAPRO followed a different path. It used a landscape-scale monitoring system and waited until the forest moved through its strongest natural growth period before issuing removal credits.
- This approach gives the credits more weight. Rather than relying mainly on short-term annual estimates, the project measured carbon sequestration over a longer period. That helps show that the forest delivered real, sustained, and measurable carbon removal.
The scientific backing is also unusually strong. Since 2007, the project has maintained nearly 400 permanent monitoring plots. These plots have allowed researchers, independent auditors, and technical specialists to observe the full growth cycle of dipterocarp forest recovery. The result is a large body of field data that supports carbon calculations and strengthens confidence in the credits.
In simple terms, buyers are not just being asked to trust a model. They are being shown years of direct forest monitoring across the project landscape.
Strong Ratings Support Market Confidence
Independent assessment has also lifted the project’s profile. BeZero awarded Sabah INFAPRO an A.pre overall rating and an AA score for permanence. That places the project among the highest-rated Improved Forest Management, or IFM, projects in the world.
The rating reflects several important strengths. First, the project has very low exposure to reversal risk. Second, it has a long and stable operating history. Third, its measured carbon gains align well with peer-reviewed ecological research and independent analysis.
These points matter in today’s market. Buyers have become more cautious after years of debate over the quality of some forest carbon credits. As a result, they now look more closely at durability, transparency, and third-party validation. Sabah INFAPRO’s rating helps answer those concerns and makes the project more attractive to companies looking for credible carbon removal.
The project is also registered with Verra’s Verified Carbon Standard under the name INFAPRO Rehabilitation of Logged-over Dipterocarp Forest in Sabah, Malaysia. That adds another level of market recognition and verification.
A Wider Model for Rainforest Recovery
Sabah INFAPRO also shows why high-quality nature-based projects are about more than carbon alone. The restoration effort supports broader ecological recovery in one of the world’s most important rainforest regions.
Climate Impact Partners said it has worked with project partners to restore degraded areas, run local training programs, carry out monthly forest patrols, and distribute seedlings to support rainforest recovery beyond the project boundary. These efforts help strengthen the wider landscape and expand the project’s environmental impact.
That broader value is becoming more important for buyers. Companies increasingly want projects that support biodiversity, ecosystem health, and local engagement, along with carbon removal. Sabah INFAPRO offers that mix, making it a stronger fit for the market’s shift toward higher-integrity credits.

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Carbon Footprint
Bitcoin Falls as Energy Prices Rise: Why Crypto Is Now an Energy Market Story
Bitcoin’s recent drop below $70,000 reflects more than short-term market pressure. It signals a deeper shift. The world’s largest cryptocurrency is becoming increasingly tied to global energy markets.
For years, Bitcoin has moved mainly on investor sentiment, adoption trends, and regulation. Today, another force is shaping its direction: the cost of energy.
As oil prices rise and electricity markets tighten, Bitcoin is starting to behave less like a tech asset and more like an energy-dependent system. This shift is changing how investors, analysts, and policymakers understand crypto.
A Global Power Consumer: Inside Bitcoin’s Energy Use
Bitcoin depends on mining, a process that uses powerful computers to verify transactions. These machines run continuously and consume large amounts of electricity.
Data from the U.S. Energy Information Administration shows Bitcoin mining used between 67 and 240 terawatt-hours (TWh) of electricity in 2023, with a midpoint estimate of about 120 TWh.

Other estimates place consumption closer to 170 TWh per year in 2025. This accounts for roughly 0.5% of global electricity demand. Recently, as of February 2026, estimates see Bitcoin’s energy use reaching over 200 TWh per year.
That level of energy use is significant. Global electricity demand reached about 27,400 TWh in 2023. Bitcoin’s share may seem small, but it is comparable to the power use of mid-sized countries.
The network also requires steady power. Estimates suggest it draws around 10 gigawatts continuously, similar to several large power plants operating at full capacity. This constant demand makes energy costs central to Bitcoin’s economics.
When Oil Rises, Bitcoin Falls
Bitcoin mining is highly sensitive to electricity prices. Energy is the highest operating cost for miners. When power becomes more expensive, profit margins shrink.
Recent market movements show this link clearly. As oil prices rise and inflation concerns persist, energy costs have increased. At the same time, Bitcoin prices have weakened, falling below the $70,000 level.

This is not a coincidence. Studies show a direct relationship between Bitcoin prices, mining activity, and electricity use. When Bitcoin prices rise, more miners join the network, increasing energy demand. When energy costs rise, less efficient miners may shut down, reducing activity and adding selling pressure.
This creates a feedback loop between crypto and energy markets. Bitcoin is no longer driven only by demand and speculation. It is now influenced by the same forces that affect oil, gas, and power prices.
Cleaner Energy Use Is Growing, but Fossil Fuels Still Matter
Bitcoin’s environmental impact depends on its energy mix. This mix is improving, but it remains uneven.
A 2025 study from the Cambridge Centre for Alternative Finance found that 52.4% of Bitcoin mining now uses sustainable energy. This includes both renewable sources (42.6%) and nuclear power (9.8%). The share has risen significantly from about 37.6% in 2022.
Despite this progress, fossil fuels still account for a large portion of mining energy. Natural gas alone makes up about 38.2%, while coal continues to contribute a smaller share.

This reliance on fossil fuels keeps emissions high. Current estimates suggest Bitcoin produces more than 114 million tons of carbon dioxide each year. That puts it in line with emissions from some industrial sectors.
The shift toward cleaner energy is real, but it is not complete. The pace of change will play a key role in how Bitcoin fits into global climate goals.
Bitcoin’s Climate Debate Intensifies
Bitcoin’s growing energy demand has placed it at the center of ESG discussions. Its impact is often measured through three key areas:
- Total electricity use, which rivals that of entire countries.
- Carbon emissions are estimated at over 100 million tons of CO₂ annually.
- Energy intensity, with a single transaction using large amounts of power.

At the same time, the industry is evolving. Mining companies are adopting more efficient hardware and exploring new energy sources. Some operations use excess renewable power or capture waste energy, such as flare gas from oil fields.
These efforts show progress, but they do not fully address the concerns. The gap between Bitcoin’s energy use and its environmental impact remains a key issue for investors and regulators.
- MUST READ: Bitcoin Price Hits All-Time High Above $126K: ETFs, Market Drivers, and the Future of Digital Gold
Bitcoin Is Becoming Part of the Energy System
Bitcoin mining is now closely integrated with the broader energy system. Operators often choose locations based on access to cheap or excess electricity. This includes areas with strong renewable generation or underused energy resources.
This integration creates both opportunities and challenges. On one hand, mining can support energy systems by using power that might otherwise go to waste. It can also provide flexible demand that helps stabilize grids.
On the other hand, it can increase pressure on local electricity supplies and extend the use of fossil fuels if cleaner options are not available.
In the United States, Bitcoin mining could account for up to 2.3% of total electricity demand in certain scenarios. This highlights how quickly the sector is scaling and how closely it is tied to national energy systems.
Energy Markets Are Now Key to Bitcoin’s Future
Looking ahead, the connection between Bitcoin and energy is expected to grow stronger. The network’s computing power, or hash rate, continues to reach new highs, which typically leads to higher energy use.
Electricity will remain the main cost for miners. This means Bitcoin will continue to respond to changes in energy prices and supply conditions. At the same time, governments are starting to pay closer attention to crypto’s environmental impact, which could shape future regulations.

Some forecasts suggest Bitcoin’s energy use could rise sharply if adoption increases, potentially reaching up to 400 TWh in extreme scenarios. However, cleaner energy systems could reduce the carbon impact over time.
Bitcoin is no longer just a financial asset. It is also a large-scale energy consumer and a growing part of the global power system.
As a result, understanding Bitcoin now requires a broader view. Energy prices, electricity markets, and carbon trends are becoming just as important as market demand and investor sentiment.
The message is clear. As energy markets move, Bitcoin is likely to move with them.
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Carbon Footprint
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