Decarbonization Research: Industrial Emissions, CCUS, Carbon Markets & Low-Carbon Technologies

Carbon is becoming a business variable.

For manufacturers, energy producers, airlines, mining companies, chemical producers and global exporters, greenhouse-gas emissions are moving closer to decisions about operating cost, plant investment, procurement, product design and access to international markets.

That changes the meaning of decarbonization.

It is no longer enough for a company to announce a distant net-zero target or purchase renewable electricity for part of its operations. Businesses increasingly need to know where emissions occur, which tonnes can be eliminated economically, which require new technology, which remain dependent on infrastructure, and how every claimed reduction will be measured and verified.

The challenge remains enormous. Global energy-related CO₂ emissions increased to nearly 38.4 billion tonnes in 2025, despite rapid deployment of renewable power, electric vehicles, nuclear energy and heat pumps. At the same time, the International Energy Agency estimates that clean technologies deployed since 2019 were already preventing around 3 billion tonnes of CO₂ emissions annually by 2025.

DataM Intelligence's Decarbonization research examines the commercial markets developing between those two realities: persistent emissions and increasingly scalable ways to reduce them.

Our coverage spans carbon capture, industrial decarbonization, green steel, clean fuels, hydrogen, carbon removal, emissions monitoring, energy efficiency and the policy mechanisms changing the economics of carbon-intensive production.

Decarbonization in 2026 Is About the Next Tonne of Carbon

The first emissions reductions are often the easiest.

A company may improve energy efficiency, procure renewable electricity, change lighting, optimize equipment or reduce obvious fuel waste. The difficult decisions come later.

What happens when the remaining emissions are embedded in a chemical reaction?

What if a furnace requires temperatures that are difficult to electrify?

What if an aircraft cannot practically carry enough batteries?

What if a company's largest carbon exposure sits inside steel, aluminium or fertilizers purchased from suppliers?

That is where the commercial decarbonization market becomes more interesting.

DataM Intelligence values the global Decarbonization Market at USD 4.62 billion in 2025 and projects it to reach USD 29.20 billion by 2033, representing a CAGR of 22.82% during 2026–2033. North America currently represents the largest market, while Asia-Pacific is identified as the fastest-growing region.

But market growth should not be interpreted as one technology replacing another.

Decarbonization is better understood as a sequence of decisions.

The Carbon Reduction Stack: Seven Ways Companies Are Attacking Emissions

1. Measure the Carbon Before Trying to Remove It

A company cannot manage emissions it cannot locate with reasonable confidence.

That sounds obvious, yet emissions data become increasingly difficult as organizations move beyond direct fuel use into purchased energy, suppliers, logistics, materials and product lifecycles.

For industrial companies, measurement can involve continuous emissions monitoring, process instrumentation, energy meters, fuel data, production data and increasingly software that links operational activity with carbon calculations.

DataM's Emission Monitoring System Market covers continuous and predictive systems used across power generation, oil and gas, chemicals, refineries, fertilizers, building materials and other industrial facilities.

The technology opportunity is expanding beyond conventional stack monitoring.

Carbon-management systems increasingly need to combine:

operational data,
energy consumption,
supplier information,
product-level emissions,
emissions factors,
verification records,
and regulatory reporting.

That is why carbon accounting is moving closer to enterprise data architecture rather than remaining a spreadsheet exercise performed once a year.

2. Avoid the Emission Before Buying a More Expensive Solution

The cheapest tonne of carbon to manage is often the tonne that never has to be produced.

Efficiency therefore deserves a more prominent position in decarbonization than it usually receives.

Motor optimization, heat recovery, process control, building energy management, steam-system improvements, compressed-air optimization and equipment upgrades can reduce emissions while also reducing energy cost.

This matters commercially because decarbonization projects compete for capital.

A plant manager comparing an efficiency retrofit with an expensive emerging technology will naturally evaluate payback period, operating reliability and production impact.

Decarbonization strategies therefore need a marginal-abatement mindset: address the lower-cost, operationally mature reductions before allocating capital to more complex technologies.

This is one reason DataM's Building Energy Management Systems and Energy-as-a-Service research remains relevant to the cluster-but those markets should be framed around carbon productivity rather than simply “smart buildings.” DataM estimates the Energy-as-a-Service market at USD 92.27 billion in 2026, with energy-efficiency and optimization services among its core areas.

3. Replace the Energy Source

Once energy demand has been reduced, the next question is what supplies the remaining energy.

Renewable electricity, electrification and lower-carbon fuels can remove substantial emissions where fossil fuels are being burned primarily to provide electricity, mechanical work or manageable levels of heat.

The impact is already measurable.

The IEA estimates that solar PV deployed since 2019 was avoiding about 1.5 billion tonnes of CO₂ annually by 2025, while wind avoided approximately 1.1 billion tonnes. Nuclear, electric vehicles and heat pumps delivered additional avoided emissions.

For companies, however, simply purchasing renewable electricity does not solve every decarbonization problem.

The feasibility depends on the process.

An electric motor is straightforward.

An industrial furnace may not be.

A long-haul aircraft creates an entirely different engineering constraint.

The commercial opportunity therefore splits into separate pathways: renewable power, direct electrification, hydrogen, biofuels, renewable diesel, sustainable aviation fuel and other lower-carbon energy carriers.

When Electricity Cannot Do the Whole Job, Molecules Still Matter

Much of the decarbonization debate is framed as electricity versus fossil fuels. Industrial reality is more complicated.

Some sectors require fuels not only for energy but also for chemical feedstocks, extremely high-temperature processes or applications where energy density matters.

This is where low-carbon molecules enter the picture.

Green Hydrogen Has a Narrower-but More Valuable-Role Than the Hype Suggested

Hydrogen makes most sense where its chemical properties or high-temperature capability create advantages that direct electrification cannot easily provide.

Potential markets include steelmaking, ammonia, refining, chemicals, shipping fuels and selected forms of long-duration energy storage.

DataM's current Decarbonization cluster already contains research covering Green Hydrogen Electrolyzers, Green Hydrogen Pipelines, Green Hydrogen Testing, Hydrogen Energy Storage and Hydrogen Fuel Cells.

These should not appear as isolated reports.

They represent a single commercial question:

Where can low-emissions hydrogen displace an existing high-carbon molecule at a price customers are willing to pay?

That framing is more useful than presenting hydrogen as a universal decarbonization solution.

Aviation Has a Fuel Problem That Batteries Cannot Easily Solve

Aircraft require extremely high energy density while carrying their energy source onboard.

That makes aviation one of the sectors where direct electrification is particularly difficult for longer-distance commercial operations.

Sustainable aviation fuel is therefore emerging as one of the principal near- and medium-term decarbonization pathways.

DataM Intelligence's Sustainable Aviation Fuel research covers biofuel, hydrogen-derived and power-to-liquid pathways and tracks growing activity around production capacity and long-term airline offtake agreements.

The important market question is moving beyond whether SAF can reduce lifecycle emissions.

It is increasingly about:

feedstock availability,
production cost,
refinery capacity,
fuel certification,
policy mandates,
airline purchasing commitments,
and competition between aviation and other sectors for low-carbon feedstocks.

SAF should therefore become a flagship report family within the Decarbonization cluster.

Renewable Diesel Offers a Different Transition Path

Heavy-duty vehicles and industrial fleets do not all turn over overnight.

Renewable diesel can provide a decarbonization pathway that uses much of the existing diesel vehicle and distribution infrastructure while lowering lifecycle carbon intensity, depending on feedstock and production pathway.

DataM's 2026 Renewable Diesel research identifies feedstock security, refinery investment, waste-oil collection and low-carbon fuel programs as major commercial issues shaping the market.

That makes renewable fuels particularly relevant where changing the entire installed equipment base would take years.

The Hardest Carbon Is Often Inside the Material

Not all emissions come from burning fuel.

Some are inherent to industrial chemistry.

That makes heavy industry one of the defining markets for decarbonization technology.

Steel Is Becoming a Carbon-Differentiated Product

Conventional steelmaking is carbon intensive because coal and coke can play both energy and chemical roles in blast-furnace production.

Lower-emissions pathways include greater scrap use through electric-arc furnaces, renewable electricity, hydrogen-based direct reduction and emerging production technologies.

DataM already has a dedicated Green Steel Market report.

The significance of green steel extends beyond the steel producer.

Automakers, construction companies, appliance manufacturers, renewable-energy developers and infrastructure projects all buy steel.

As buyers begin measuring the embedded carbon in their products, the carbon intensity of steel becomes part of procurement.

That turns emissions performance into a potential product attribute.

A tonne of steel may increasingly be evaluated not only by grade, strength and price-but also by how much carbon was emitted to produce it.

Cement Has a Different Problem

Cement illustrates why industrial decarbonization cannot rely on renewable electricity alone.

A significant portion of cement emissions comes from calcination-the chemical conversion involved in producing clinker.

Even if the kiln eventually operates with low-carbon energy, process emissions remain.

That creates several possible pathways:

lower clinker ratios,
alternative cement chemistries,
supplementary cementitious materials,
waste-derived fuels,
energy efficiency,
CO₂ mineralization,
and carbon capture.

DataM's Carbon Capture and Utilization research already tracks emerging CO₂ mineralization applications in lower-carbon construction materials.

Cement should therefore become a dedicated Hard-to-Abate Materials pathway within this cluster, rather than being discussed only indirectly through broad renewable-energy content.

Carbon Capture Is Moving From Equipment to Infrastructure

Carbon capture is sometimes treated as if it were one machine installed beside an industrial plant.

Commercial deployment is more complicated.

After carbon dioxide is separated, it still needs to be compressed, transported, and either used or permanently stored.

That means the market increasingly consists of an entire chain:

capture → conditioning → compression → transport → injection → storage → monitoring

DataM Intelligence values the global Carbon Capture, Utilization and Storage Market at USD 3.72 billion in 2025 and projects it to reach USD 36.02 billion by 2035, representing a CAGR of 24.0% during 2026–2035.

Shared CO₂ Networks Could Change Project Economics

A standalone cement plant may struggle to justify its own dedicated CO₂ pipeline and geological-storage development.

The economics can change if multiple industrial facilities share transport and storage infrastructure.

The IEA has long identified industrial CCUS hubs as a way to reduce infrastructure costs and accelerate development across concentrated industrial regions.

This creates opportunities well beyond capture-technology companies.

Potential beneficiaries include:

pipeline developers,
CO₂ shipping providers,
engineering companies,
compression-equipment suppliers,
storage developers,
geological-services firms,
testing companies,
and monitoring providers.

DataM already has separate research covering CCS, CCUS, Carbon Capture Technology, Carbon Capture & Sequestration, CCU and CCUS Testing.

These reports should be presented as one Carbon Management Infrastructure research family.

Cutting Methane Can Deliver Carbon Reduction Without Waiting for a New Energy System

CO₂ dominates most corporate decarbonization discussions, but methane creates a different opportunity.

The fossil-fuel sector is responsible for around 35% of human-caused methane emissions, and the IEA estimates emissions from oil, gas and coal operations remained around 124 million tonnes in 2025.

Many methane reductions can also be achieved using existing technologies.

The IEA estimates that most currently available methane-abatement measures in oil and gas would be cost-effective at an emissions price of around USD 20 per tonne of CO₂-equivalent.

That makes methane fundamentally different from some long-horizon decarbonization technologies.

Companies do not necessarily need a new fuel system.

They may need:

better leak detection,
continuous monitoring,
compressor improvements,
flare reduction,
pneumatic-equipment replacement,
gas recovery,
and better maintenance.

DataM's current Decarbonization library has Emission Monitoring Systems, but methane deserves a more explicit thematic presence because it represents one of the more actionable near-term emissions opportunities.

2026 Changed Carbon From a Reporting Issue Into a Trade Issue

One of the most commercially important decarbonization developments occurred on January 1, 2026.

The European Union's Carbon Border Adjustment Mechanism entered its definitive regime. Importers covered by CBAM now face obligations around authorization, embedded-emissions reporting and CBAM certificates.

The initial CBAM sectors include:

cement,
aluminium,
fertilizers,
iron and steel,
hydrogen,
and electricity.

This changes the decarbonization conversation for exporters well beyond Europe.

A steel producer in Asia, an aluminium supplier in the Middle East or a fertilizer manufacturer exporting into the EU now has a commercial reason to understand the carbon intensity embedded in its product.

Carbon Intensity Can Become Part of Export Competitiveness

For years, manufacturing competitiveness was largely discussed through labor cost, raw materials, energy prices, logistics and tariffs.

Carbon intensity is entering that equation.

If two producers offer a similar material at a similar base price but carry significantly different embedded emissions, carbon-related trade costs can influence the final delivered economics.

That makes decarbonization relevant not only to sustainability teams but also to:

procurement,
finance,
trade compliance,
commercial strategy,
plant investment,
and product pricing.

This is precisely where DataM's Decarbonization cluster can distinguish itself from the Energy Transition page.

Energy Transition asks how the energy system changes.

Decarbonization asks what reducing a tonne of emissions does to the economics of a company, plant or product.

Carbon Measurement Is Becoming Part of Product Quality

As carbon affects trade and procurement, emissions data need to become more credible.

Companies increasingly need to know not simply what their corporate footprint is, but what carbon is embedded in a tonne of steel, a tonne of fertilizer, a component or a shipment.

That creates new demand for measurement, reporting and verification.

Continuous emissions monitoring provides one layer.

Product lifecycle information provides another.

Testing, inspection and certification companies are also increasingly dealing with sustainability verification, responsible sourcing, recycled-content verification and carbon-related information alongside conventional quality assurance. DataM's 2026 Testing, Inspection and Certification research explicitly identifies carbon accounting and sustainability verification among expanding service requirements.

The commercial lesson is straightforward:

a carbon claim that cannot be substantiated has limited value in a regulated supply chain.

Carbon Removal Begins Where Reduction Stops

Decarbonization and carbon removal are not the same activity.

Reducing emissions prevents carbon from entering the atmosphere.

Carbon removal takes CO₂ that is already in the atmosphere or biogenic cycle and stores it for a defined period.

The distinction matters because companies should not use removal as a substitute for feasible operational reductions.

Yet some residual emissions are likely to remain difficult to eliminate completely.

That is creating a growing market around durable carbon removal.

Durable Removal Is Becoming Its Own Asset Class

DataM Intelligence values the Durable Carbon Dioxide Removal Market at USD 702.75 million in 2025 and projects it to reach USD 36.27 billion by 2035. The market includes direct air capture with storage, BECCS, biochar, enhanced rock weathering, mineralization, and other removal pathways.

The commercial challenge is unusually complex because buyers are not purchasing energy or a physical commodity.

They are paying for a verified environmental outcome.

That makes the quality of the tonne central.

Questions include:

Was CO₂ genuinely removed?

How accurately was it measured?

How long will it remain stored?

Would the removal have happened without the payment?

Who is responsible if the stored carbon is later released?

How should different removal technologies be compared?

These questions create opportunities around monitoring, verification, registries, carbon marketplaces and long-term offtake agreements.

Direct Air Capture Has a Different Role From Point-Source Capture

Point-source carbon capture prevents emissions from an industrial facility from entering the atmosphere.

Direct air capture removes diluted CO₂ directly from ambient air.

The economics are consequently different.

DataM's Direct Air Capture research positions the technology particularly around residual-emission management and longer-term carbon-removal strategies.

DAC should therefore sit under Carbon Removal, not be mixed indiscriminately with industrial capture equipment.

Agriculture Has Its Own Carbon Ledger

Decarbonization is not exclusively an energy and heavy-industry story.

Agriculture produces carbon dioxide, methane and nitrous oxide through activities including fertilizer use, livestock, soils, machinery and land-use change.

DataM's current Decarbonization cluster already contains a Low-Carbon Agriculture Market report.

The cluster should expand this pathway by incorporating DataM's Carbon Farming Market, which covers practices including agroforestry, biochar, soil-carbon sequestration, cover cropping and conservation tillage. DataM estimates the market at USD 129.56 million in 2025 and USD 492.66 million by 2035.

Agricultural decarbonization has a particularly difficult verification challenge because biological carbon can be affected by soil conditions, weather, land-management changes, and permanence.

That makes monitoring and verification just as important as the farming practice itself.

Build the Decarbonization Cluster Around the Carbon Ledger

The live report library should be reorganized so the reader can follow carbon from measurement to permanent reduction.

Measure & Verify

Feature:

Emission Monitoring System Market
Testing, Inspection and Certification Market
AI in ESG & Sustainability Market

This is where carbon accounting, emissions data, verification and compliance belong. DataM's AI in ESG & Sustainability research already includes carbon-management systems, emissions forecasting and supply-chain transparency.

Reduce Operational Emissions

Feature:

Building Energy Management Systems
Intelligent Building Energy Management Systems
Energy-as-a-Service

These markets should be framed around efficiency, energy optimization and avoided emissions rather than general smart-building technology.

Decarbonize Heavy Industry

Feature:

Decarbonization Market
Green Steel Market
Industrial Distributed Energy Generation Market
Cement and low-carbon construction research

This should become one of the primary parts of the page because industrial carbon is where many technically difficult and commercially valuable abatement opportunities sit.

Capture Carbon That Cannot Yet Be Avoided

Feature:

Carbon Capture & Storage Market
Carbon Capture, Utilization & Storage Market
Carbon Capture Technology Market
Carbon Capture & Sequestration Market
Carbon Capture & Utilization Market
CCUS Testing Market

DataM already has substantial depth in this area; the existing cluster simply does not expose it.

Replace High-Carbon Fuels

Feature:

Green Hydrogen Market
Green Hydrogen Electrolyzer Market
Sustainable Aviation Fuel Market
Renewable Diesel Market
Renewable Natural Gas Market

These should be presented according to where molecules remain necessary, not as a miscellaneous “alternative energy” collection.

Remove Residual Carbon

Feature:

Durable Carbon Dioxide Removal Market
Direct Air Capture Market
Carbon Removal Technology Market
Carbon Farming Market

This collection creates a clean separation between emissions reduction and atmospheric carbon removal.

What Companies Should Be Asking Before Spending on Decarbonization

The right starting point is not “Which clean technology is growing fastest?”

It is the carbon profile of the business.

Where do our largest direct emissions originate?

Which emissions come from purchased electricity?

Which materials create our largest embedded-carbon exposure?

How much can be reduced through efficiency before major capital investment?

Where is direct electrification technically feasible?

Where would hydrogen genuinely outperform electricity?

Which emissions arise from chemistry rather than fuel combustion?

What is the cost per tonne of each available abatement pathway?

How exposed are our products to CBAM or other carbon-pricing mechanisms?

Which carbon claims require third-party verification?

Do we need CCS, or can the underlying process be redesigned?

Which remaining emissions may require durable carbon removal?

How much of the decarbonization plan depends on infrastructure outside our direct control?

A credible roadmap answers these questions before setting technology priorities.

Decarbonization FAQs

What is decarbonization?

Decarbonization is the reduction of greenhouse-gas emissions associated with energy, industrial processes, transportation, buildings, agriculture, products and supply chains. It can involve efficiency, renewable energy, electrification, low-carbon fuels, process changes, carbon capture and other emissions-reduction technologies.

How is decarbonization different from the energy transition?

The energy transition concerns the broader transformation of how energy is produced and consumed. Decarbonization focuses specifically on reducing greenhouse-gas emissions. A steel plant, cement producer or airline may pursue decarbonization even when its challenge is not primarily an electricity-generation issue.

What are the biggest decarbonization trends in 2026?

Important themes include industrial carbon reduction, CBAM compliance, CCUS infrastructure, green steel, methane abatement, sustainable aviation fuels, durable carbon removal, emissions verification and increasing attention to product-level carbon intensity. The EU's CBAM definitive regime beginning on January 1, 2026 has made embedded carbon especially relevant to internationally traded materials.

Which industries are hardest to decarbonize?

Steel, cement, chemicals, aviation, shipping and selected heavy industrial processes are generally more difficult because they may require very high temperatures, energy-dense fuels or chemical processes that create emissions independently of energy use. DataM's own Decarbonization research highlights steel, cement, chemicals and other heavy industries as important markets for CCUS and alternative pathways.

Why is carbon capture important for industrial decarbonization?

Some industrial processes generate carbon dioxide through chemistry rather than only through fuel combustion. Carbon capture can address a portion of these emissions when process redesign or direct electrification cannot remove them economically.

What is the difference between CCS, CCUS and carbon removal?

CCS captures CO₂ from a source and stores it. CCUS adds potential utilization of captured CO₂. Carbon removal takes CO₂ out of the atmosphere or biogenic cycle and stores it. These are related but commercially and technically different markets.

Why is methane abatement receiving more attention?

Methane has strong near-term warming effects, and the energy sector remains a major source. Many oil-and-gas methane reductions can be achieved with existing technologies at relatively low cost compared with more complex long-term decarbonization pathways.

What is CBAM and why does it matter to manufacturers?

The EU Carbon Border Adjustment Mechanism places carbon-related obligations on covered imports entering the European Union. Its definitive regime began on January 1, 2026 and currently covers sectors including cement, aluminium, fertilizers, iron and steel, hydrogen and electricity.

What is green steel?

Green steel generally refers to steel produced with substantially lower greenhouse-gas emissions than conventional production, using pathways such as electric-arc furnaces, low-carbon electricity, hydrogen-based reduction or emerging steelmaking technologies.

Why is sustainable aviation fuel important?

Commercial aviation requires fuels with high energy density, making large-scale direct electrification challenging for many routes. SAF offers a pathway for reducing lifecycle emissions while remaining compatible with aviation fuel infrastructure, depending on production technology and feedstock.

What is durable carbon removal?

Durable carbon removal refers to technologies or practices that remove carbon dioxide and store it for extended periods. Examples include direct air capture with geological storage, carbon mineralization, biochar, BECCS and enhanced rock weathering.

Why is emissions verification becoming important?

Carbon data increasingly influences regulatory compliance, procurement, trade and sustainability claims. Mechanisms such as CBAM create formal requirements around embedded emissions, while companies also need defensible data when making product and corporate carbon claims.