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Growing tall trees to provide shade for cocoa plantations in west Africa could sequester millions of tonnes of carbon, according to a new study.

The research, published in Nature Sustainability, finds that the additional carbon stored in shade trees, such as banana and palm trees, could entirely “offset” cocoa-related emissions in Ghana and Ivory Coast, without reducing production.

West Africa produces about 60% of the world’s cocoa, which is one of the most emissions-intensive crops to grow.

The authors map the shade provided by trees across cocoa agricultural systems in west Africa, then project how much additional carbon storage would be created by expanding it.

An author of the study tells Carbon Brief that cocoa plantations have been a “big” driver of deforestation and the emissions it causes, but the findings show that there is “huge potential” for cocoa to be “part of the solution”.

Cocoa plantations

Cocoa trees thrive in rainforests, as they need abundant rain, high humidity and stable temperatures. They often grow under the shadow of other plants, such as bananas, plantains and palm trees.

Two countries in west Africa – Ivory Coast and Ghana – dominate global cocoa production and are major exporters to the US and Europe.

The shading on the map below shows where cocoa is grown in Ivory Coast (left) and Ghana (right).

Map of districts in the Ivory Coast and Ghana
Districts in Ivory Coast and Ghana where cocoa is grown (shaded areas). Source: Becker et al. (2025)

Both countries have favourable conditions for cocoa production, including tropical forests – which provide nutrients to the soil – a great deal of rain, warm temperatures and low production costs.

Two million farmers in the region rely on cocoa farming for their livelihoods, the study says, and cocoa contributes 10-20% of the two countries’ gross domestic product.

However, cocoa has “one of the most emissions-intensive footprints of all foods”, the study adds.

Glossary
CO2 equivalent: Greenhouse gases can be expressed in terms of carbon dioxide equivalent, or CO2e. For a given amount, different greenhouse gases trap different amounts of heat in the atmosphere, a quantity known as… Read More

A 2022 study found that producing 1kg of cacao beans in Ivory Coast releases, on average, 1.5kg of CO2-equivalent (CO2e) – largely a result of deforestation. Since 2000, cocoa plantations have driven 37% of forest loss in protected areas in Ivory Coast and 13% of the loss in protected areas in Ghana.

Cocoa plantations cover more than three-and-a-half times as much land as the remaining intact forests in west Africa, according to the study.

Dr Wilma Blaser Hart, a research fellow at the University of Queensland and an author of the study, tells Carbon Brief:

“That land-use change is what makes cocoa such a carbon-intensive product, because there has just been so much forest loss for being able to produce cocoa.”

Shade-grown cocoa crops

Agroforestry is an agricultural method that combines the planting of crops with trees. Agroforestry can raise incomes for farmers and provide ecosystem services, including soil health improvement, biodiversity conservation and carbon sequestration.

The study investigates the amount of carbon that is currently stored in cocoa plantations in Ivory Coast and Ghana, as well as the potential carbon sequestration if agroforestry were expanded in these countries.

The authors use drones and machine learning to map the cover of shade trees, finding that 13% of the combined area of Ivory Coast and Ghana is currently covered with these trees.

In the study, “shade trees” refers to any trees taller than eight metres – the maximum height of cocoa trees.

The map below shows the area of shade trees in cocoa-growing areas specifically for 2022. The colours indicate levels of tree cover from 0-15% (blue), through to 15-30% (green) and more than 30% (yellow).

Satellite map of the Ivory Coast and Ghana
Levels of cover from shade trees in the cocoa-growing areas in Ivory Coast (left) and Ghana (right). Colours indicate low (blue), medium (green) and high (yellow) levels of shade. The insets on the right show i) an area of cocoa monoculture ( and ii) an area of cocoa agroforestry in Ghana. Source: Becker et al. (2025)

The map reveals that cocoa production is “overwhelmingly dominated by full-sun monocultures and low shade-agroforestry”, the study says.

Using satellite data, global maps of tree canopy height and on-ground verification, the researchers map the amount of “aboveground biomass” held by cocoa plantations.

Aboveground biomass comprises all living vegetation that lies above the soil – trees, leaves and other plant matter.

The map below shows the amount of aboveground biomass in both countries. The areas in yellow are those with the highest biomass and, therefore, more stored carbon.

Satellite map of the Ivory Coast and Ghana
Aboveground biomass in Ivory Coast and Ghana, where yellow represents a greater amount of biomass. The insets on the right depict patterns of aboveground biomass in i) a cocoa monoculture in Ghana, ii) an area of cocoa agroforestry in eastern Ghana and iii) an undisturbed forest in Kakum National Park. Source: Becker et al. (2025)

The authors project that if all cocoa plantations increased their cover of shade trees to at least 30%, the additional, taller trees could sequester an “enormous” amount of carbon – 307m tonnes of CO2e (MtCO2e) – enough to fully counterbalance the current cocoa-related emissions in both countries, without reducing production.

Blaser Hart tells Carbon Brief:

“Cocoa itself is a small tree. [It] can grow up to about eight metres tall, so it also sequesters carbon. [But] we found that tall trees that are towering high above cocoa – often timber trees – sequester much more carbon than cocoa.”

In addition, she says, the cover from large trees is “much better for cocoa” since it protects them during the hottest hours of the day, while allowing light through. They also shed large amounts of “litter”, which gets incorporated as organic matter into the soil, sequestering carbon from the atmosphere.

Barriers and limitations

The authors acknowledge several limitations to their study.

For example, they say, the analysis may underestimate the proportion of shade tree cover by excluding trees shorter than eight metres. They also note that the analysis does not consider all of the features of agroforestry systems, such as which species are planted.

Kayeli Laurence is a PhD student of landscape ecology at Jean Lorougnon Guédé University in Ivory Coast and an expert in agroforestry. The researcher, who was not involved in the study, tells Carbon Brief:

“The identified limitations call for caution, particularly when it comes to local, small-scale analyses. However, they do not undermine the general trends highlighted by the study.”

Laurence notes that the study results are consistent with other research highlighting the carbon sequestration potential of agroforestry systems. She says that the projection of carbon sequestration is “ambitious, but credible”. However, she adds:

“In practice, achieving this goal will strongly depend on local conditions: availability of species, technical support, farmers’ willingness and, above all, economic incentives.”

The study also acknowledges that smallholder farmers in west Africa “face several barriers” to adopting agroforestry, including limited incentives and insecure land tenure.

The non-profit scientific research organisation Project Drawdown notes that implementing a certain category of agroforestry called “multistrata” – a combination of long-lasting crops and multiple layers of trees or vegetation – in humid tropical climates would cost more than $1,300 per hectare.

Blaser Hart tells Carbon Brief:

“That’s a huge cost. And it’s not money that farmers have available.”

International landscape

Blaser Hart says that cocoa agroforestry provides further benefits to ecosystems, besides carbon sequestration. These include cooling the air, improving soil fertility and nutrient cycling and providing habitat for wildlife. She adds:

“We’re currently doing a big study on how agroforestry can help to provide habitat for birds. There also seems to be a bit of mammals that use cocoa agroforestry systems. In Ghana, we’re finding quite a bit of genets and civets that are in these systems. From Brazil, there’s a bit of research in the Atlantic Rainforest that shows that some monkeys use them as permanent habitat and others just as corridors to move through.”

Juvenile genets on a branch in Togo, a west African country.
Juvenile genets on a branch in Togo, a west African country. Credit: imageBROKER.com / Alamy Stock Photo

Agroforestry is included in the climate commitments of around 40% of developing countries under the Paris Agreement, according to the study.

At the corporate level, the cocoa industry has made commitments to plant “millions of shade trees in agroforests to improve the sustainability of the sector”, the study says.

Blaser Hart tells Carbon Brief that the researchers hope the work will encourage the cocoa industry to better plan its agroforestry interventions, “rather than just haphazardly handing out trees here and there”.

Laurence suggests that policymakers should improve climate finance to support farmers in transitioning to sustainable agricultural systems, while chocolate producers and certification bodies should make stronger commitments to create “real demand for sustainable cocoa produced through agroforestry”.

Ultimately, the study notes that the methods it developed to assess the status of trees in agricultural systems can be used for other commodities grown in agroforests, such as coffee.

The post Growing trees for shade has ‘enormous’ potential for cutting cocoa emissions appeared first on Carbon Brief.

Growing trees for shade has ‘enormous’ potential for cutting cocoa emissions

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India, Vietnam and Argentina fail to submit climate plans in 2025

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India, Vietnam and Argentina are among the roughly 70 nations that did not submit updated climate plans to the United Nations in 2025, despite the 2015 Paris Agreement’s requirement that countries do so every five years.

According to Climate Action Tracker, about three-fifths of countries have submitted their latest nationally determined contributions (NDCs) to the UN climate body. Most of them landed in late 2025 and outline targets and measures to cut planet-heating emissions and adapt to climate impacts through to 2035.

Those countries that have formally submitted new NDCs include all G20 nations except India and Argentina. The Trump administration, meanwhile, has indicated it will not deliver on the US’s Biden-era NDC as it pulls the world’s second-largest emitting country out of the Paris Agreement. Saudi Arabia submitted its NDC, which does not contain any firm emissions reduction targets, on December 31.

Many of the governments that have not submitted NDCs are low-emitting small or poorer nations, especially in Africa. But major economies that have not submitted an NDC – some of which also have energy transition deals with donors – include Egypt, the Philippines and Vietnam.

Climate Action Tracker’s map of countries that had filed NDCs (blue and green) and those that had not (grey), as of December 19, 2025

The United Nations tried to encourage on-time submission of this third round of NDCs by setting soft deadlines. Just 13 countries met a first February 10 deadline and around 60 of the 195 signatories to the Paris Agreement met a September deadline, allowing them to be included in a key UN synthesis report.

The UN’s Paris Agreement Compliance Committee – made up of climate negotiators from different governments – has expressed concern about governments not submitting NDCs, or doing so late, and asked them to explain themselves.

After talking to governments that missed the February deadline, it found a host of obstacles including insufficient financial support; technical challenges like a lack of data or problems coordinating across sectors and including different groups; and other issues like political instability or genocide.

India keeps world guessing

The Indian government has been tight-lipped on its NDC, although an unnamed official told the Indian Express back in February that it was in “no hurry”.

The official added that the NDC would reflect India’s disappointment at the new global climate finance goal for 2035, agreed at COP29 in 2024. India has repeatedly argued that without sufficient climate finance, developing countries cannot be as ambitious as they would like to be in reducing emissions.

Some media outlets and analysts were expecting India to announced its NDC at COP30 in November. Instead, the Indian government said only during the summit that it would submit an NDC “on time”, with environment minister Bhupender Yadav telling reporters it would be “by December”.

Argentina sets emissions caps but no NDC

The right-wing government of Argentina, which has considered leaving the Paris Agreement, unveiled caps on the country’s emissions for 2030 and 2035 in an online event on November 3, but has yet to formalise those targets in an NDC.

At the event and in subsequent communications with Climate Home News, Undersecretary of the Environment Fernando Brom said the country would present its NDC during the first week of COP30. But that did not happen, although Argentinian negotiators participated in the climate summit.

Some local experts have pointed to November’s trade deal with the US as one of the reasons for the delay in submitting the NDC, while others cited the government’s disinterest in the climate agenda.

In contrast, the governments of Egypt and Vietnam have faced less scrutiny and have not publicly commented on whether and when their NDCs will be released.

In August, the Vietnamese government said it was “actively advancing the update” of its NDC. The country has a Just Energy Transition partnership with rich nations, but the International Energy Agency predicts coal use will continue to grow there until at least 2030, driven by power-hungry manufacturing.

The Philippines government has organised consultation events on its new NDC but has not said when it will be released.

This article originally said that Saudi Arabia had not submitted its NDC in 2025. Climate Home News later learned that the Saudi NDC was submitted to the UN climate body on December 31 by email but not published on the UNFCCC website until the start of 2026. The article has been amended to reflect this information.

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India, Vietnam and Argentina fail to submit climate plans in 2025

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COP presidencies should focus less on climate policy, more on global politics

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Ben Marshall is a teaching fellow at Harvard University and Aditya Bhayana is a climate fellow at the Harvard Kennedy School.

The dust is settling after COP30, and two things have become clear. First, the outcomes of the world’s most important climate conference were disappointing. Secondly, those outcomes had less to do with the limits of climate science and more to do with geopolitics.

If they want to meaningfully push for better climate agreements, future COP presidencies will need to take a more proactive role in orchestrating climate negotiations and do so in a way that accounts for the new geopolitical reality. If they don’t, climate action will remain mostly talk.

The shortcomings in Belém

Brazil’s COP30 presidency placed three big bets on the 2025 climate summit: it would be “the COP of implementation;” the rainforest setting would unify actors; and wider participation would unlock new avenues for progress.

Instead, the summit – held in Belém (the “gateway to the Amazon”), in the most deforested country on earth – ended with no roadmap for fossil fuel phaseout, an agreement that only briefly mentions deforestation, and an institutional apparatus less trusted than it was at the start.

What’s on the climate calendar for 2026?

In part, these outcomes reflect rare missteps by COP President André Aranha Corrêa do Lago, who pushed contentious issues like unilateral trade measures (including the EU’s carbon border tax) into a separate negotiation track and dedicated only a small part of the agenda to political conversation.

But COP30 also suffered from broader issues that are straining multilateralism. Conflicts in Ukraine and the Middle East have made it harder to form cross-regional coalitions, record debt distress in developing countries has weakened trust in global institutions, and collaborative efforts to regulate global shipping emissions and reform international taxation have stalled.

How geopolitics show up at COP

Climate diplomacy is becoming less insulated from these geopolitical pressures. Observers noted this during COP28 (Dubai), and since then, it has become more pronounced, while COP hosts have done little in response.

Great-power rivalry is now shaping even technical negotiations, trust in the idea of COP is waning, and the lines between climate and trade are increasingly blurred. At COP30, we saw this firsthand in the form of three key shifts compared to past summits:

Feasibility is no longer the binding constraint. The scientific, technical, and policy cases for rapid decarbonisation have never been stronger – pathways to limit warming to 1.5°C have been well mapped by the UN’s Intergovernmental Panel on Climate Change; onshore wind and solar power are respectively 60% and ~80% cheaper than in 2015; and each year of inaction measurably raises the costs of mitigation.

But inside the negotiation rooms in Belém, we saw countries not only weighing climate commitments against fiscal, trade, and energy priorities, but also calibrating their positions to avoid antagonising key international partners (chiefly the United States) or empowering domestic political rivals in upcoming elections.

Narrative power has reached its limits. Narratives once turbocharged climate deals, from stories of shared purpose building momentum at COP21 (Paris) to discussions of climate justice pushing “loss and damage” to the fore at COP27 (Sharm-el-Sheikh). But while Brazil saw some of the most compelling storytelling of any COP – with President Lula framing the Amazon as a global commons to be protected, indigenous flotillas on the river, and even the Pope pushing for concrete action – it was not enough to overcome structural blockages to progress on fossil fuels, climate finance or forests.

Emerging powers have gone from adapting to institutions to reshaping them. China, India, Brazil, and the Gulf states are no longer negotiating at the edges of a Western-designed system, but actively redesigning climate governance to reflect their strategic interests. This showed up in a desire to compartmentalise discussions on trade and emissions, and in resistance to overly prescriptive language on mitigation. Red lines will likely continue to harden as developing countries flex – especially if the US stays away from the table.

    Action options for future COP presidencies

    COP presidencies historically acted as conveners, focusing on the agreement text – largely with the interests of major developed countries in mind. Convening power and elegant drafting are necessary but no longer sufficient. To be successful in the new reality, COP presidencies must act as orchestrators – managing political interdependencies, sequencing issues strategically, and brokering alignment across rival blocs.

    Below are four options available to Türkiye and Australia for 2026, and Ethiopia for 2027, to help set up climate negotiations for greater success:

    1. Invest in the pre-work to build momentum and trust. The landmark Paris Agreement was achieved in part because ministers were engaged early and often, and expectations were disciplined. COP presidencies should engage political stakeholders throughout the 12 (or ideally, 18) months leading up to the summit and keep a tighter lid on public ambitions. They should also push countries to make good on their commitments if they are to overcome a growing sense of mistrust. This year, more than 70 new national climate plans for 2035 were still missing by the end of COP, including top-10 emitters India, Iran, and Saudi Arabia.

    2. Explicitly engage with influential blocs. The COP presidency can play a much more proactive role in brokering agreements. With China, that will mean focusing on implementation (e.g., clean manufacturing, grid-scale deployment and technology diffusion) rather than rehashing mitigation targets.

    With other ‘Like-Minded Developing Countries’, including India, it will mean moving from abstract calls for “ambition” toward specific packages that link mitigation to predictable finance, technology access, and transition timelines – especially in hard-to-abate sectors. And with progressives like the Beyond Oil and Gas Alliance and AOSIS, it will mean translating “climate leadership” into real economic signals, with the COP presidency pushing existing multilateral institutions to provide access to transition finance in response to ambitious climate commitments.

    3. Use creative approaches, but carefully. Brazil offered a response to brittle relationships in the form of mutirão (Portuguese for “collective effort”) sessions. These included closed-door meetings, informal consultations and sidebars, typically without technical staff present, where ministers and high-level delegates could have off-the-record conversations and negotiate political trade-offs that would not survive plenary scrutiny.

    Mutirão showed some promise, but its overuse at COP30 degraded transparency and highlighted a paradox in climate diplomacy that the means of identifying compromise and building consensus among some parties also damages trust with others. Future COP presidencies should be careful not to over-use mutirão itself, but instead to design other approaches that structure informal bargaining and connect it to the formal process.

    This could include: making political huddles mandatory; baking in more inclusiveness by inviting fixed or rotating representatives from large coalitions (as happens in the G77 and WTO “Green Room” meetings); withholding details on the deliberations themselves but publicly communicating what issues are in scope and any red lines (akin to the forward guidance issued by central banks); and requiring closed-door sessions to feed outcomes back into open negotiating tracks (which helped rapidly translate ministerial consultations into draft text at COP21 in Paris). The combined candour and accountability of these and other approaches could help COP presidencies broker alignment among blocs with fundamentally different political economies.

    4. Acknowledge climate governance is entering a post-consensus era. The assumption that all 198 parties to the UNFCCC can converge on a single, high-ambition pathway is no longer credible. Progress will increasingly depend on coalitions of the willing and plurilateral arrangements that complement the multilateral system. COP presidencies should feel comfortable speaking hard truths to power and pushing for stronger, narrower agreements than broader, weaker ones.

    The challenge of climate negotiations is no longer knowing what needs to be done or how to do it, but aligning the interests, power and institutions needed to make it possible.

    Responding to these dynamics requires a different kind of COP presidency – one focused less on targets and text, and more on managing real-world political priorities. Until geopolitics becomes the starting point of climate action, rather than an inconvenient backdrop, real world implementation will remain a promise deferred.

    The opinions expressed in this article the authors’ own and do not necessarily represent those of Harvard or any other institution.

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    In Lahore’s Smog Season, This Gen Z Doctor Is Centering Climate Change

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    Dr. Farah Waseem has advocated for climate awareness since childhood. Now, it’s a matter of life and death for her patients in Pakistan.

    Dr. Farah Waseem can feel the smog the moment she steps outside each morning.

    In Lahore’s Smog Season, This Gen Z Doctor Is Centering Climate Change

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