Streetsblog USA this morning published my essay, Instead of Subsidizing the ‘Super-Drivers,’ We Should Soak Them: Piling subsidies on subsidies, even if well-meaning, fails to rein in the full cost of driving. I’ve cross-posted it here to allow comments and add tables and graphics.
— C.K., Jan. 29, 2024
One-tenth of American motorists, we’ve just learned, consume more than a third of U.S. gasoline.
This lead-footed cohort, dubbed “superusers” in a recent analysis, burn almost as much fuel — and, thus, spew nearly as much carbon dioxide — as all auto drivers in China. Or, reformulated, the most motor-dependent one-tenth of U.S. drivers burn the same amount of gasoline and thus generate the same carbon emissions as all motorists in the European Union and Brazil combined.
The analysis, by Seattle-based Coltura, casts a hard light on America’s transportation culture. Unfortunately the firm’s policy prescription — new subsidies to entice superusers into buying climate-friendlier electric vehicles — is a mere Band Aid, and an ineffectual one to boot.
What Coltura’s Analysis Shows
The most startling revelation from the Coltura analysis is the rank inefficiency of the superusers’ rides. You would think that anyone driving 110 miles a day — the purported average for the 21 million superusers identified in the report — would rush to the nearest used-car lot and drive off in a high-mileage vehicle. But you would be wrong. Coltura’s traveling tenth eke out a measly 19.5 miles a gallon, on average. That’s a whopping 18 percent worse than ordinary drivers’ average.
The toll on superusers’ household budgets is immense: an average $530 monthly tab at the pump, according to Coltura. Upping their mpg to merely the same 24 mph average as other motorists would save them $97 a month. Those savings would hit $175 if the superusers clambered further up the mpg ladder and outdid the norm by the same percentage (18 percent) they now lag it. Annualized, that’s a cool two thou per vehicle.
Summing Agriculture and Blue Collar, and apportioning Other among the eight prior categories, only 24% of superusers are doing physical work that might require a large vehicle.
What’s that, you say, superusers are lugging drywall and cement mix and portable generators all over the county and can’t do with a more modest ride? Nonsense. According to Coltura, only 19.1 percent of superusers are blue-collar workers. Throw in another 0.7 percent who work in agriculture, and at most 20 percent routinely haul mountains of stuff requiring a pickup or SUV. The rest are professional/legal (16 percent), business/finance (15 percent), office/administration (10 percent) and other non-physical workers. Even if we prorate the 17 percent of superusers classified as “others,” at most 24 percent of Coltura’s traveling tenth qualify as Grainger’s “the ones who get it done” who might need a kick-ass vehicle with which to do it.
By crunching these figures from Coltura, we calculated that superusers’ average gas mileage is just 19.5 mpg. The U.S. 2021 light-duty fleet average of 22.4 mpg (per FHWA “Highway Statistics,” Table vm1) computes to 23.9 without superusers.
If you really want your head to explode, check out Coltura’s list of superusers’ 20 most popular vehicles. The Chevy Silverado is the choice of 7.4 percent of superusers, followed closely by Ford’s F-150 (6.4 percent). You have to drop down to #12 on the list to find the first vehicle that’s not an SUV or pickup. All told, no more than a handful of the top 20 are sedans.
Their Solution … And Ours
What to do? Ordinarily, one wouldn’t need to care that close to 20 million Americans are too Foxed-up or broke to dump their vampiric, oversized vehicles or off-ramp their road-warrior routines. After all, superusers have chosen to bust their budgets and warp their daily lives, right? Except, duh, the climate we all inhabit is breaking under their emissions — not to mention the myriad other damages from driving 110 miles a day: crashes, traffic, “local” air pollution. As I said up front, society has an interest in enticing them, somehow, into less-inefficient vehicles.
Coltura’s solution is to tie electric-vehicle incentives, messaging and perhaps even provision of charging infrastructure, to drivers’ current gasoline consumption. Validated superusers, based on sworn statements of odometer readings and vehicle make and model (hence, mpg) would qualify for extra rebates, financing and other inducements beyond those offered in the Biden Inflation Reduction Act. These would weaken the glue — economic, ideological or otherwise — that binds superusers to their gas-guzzlers even though it’s worth asking: Why do we need to subsidize someone into buying an EV when switching to a battery-powered car or truck would at once zero out the $6,000 that the average superuser shells out annually on gasoline?
At first blush, Coltura’s approach has a ring of reasonableness. But vagueness suffuses it, not just in the Coltura report, but in its lead authors’ 2022 podcast interview with climate-energy pundit David Roberts. In fact, on closer examination the whole idea comes off as a pig in a poke, with its administrative apparatus, the gaming, the appeals, the interminable wrangling to fashion the “right” incentives and eligibility. Not to mention the inevitable special pleading of “disadvantaged” motorists who almost qualify as superusers but not quite. And the jockeying in states or Congress to pay for the incentives and the bureaucracy.
What makes this prospect especially dispiriting is the existence of an alternative policy instrument that, compared to Coltura’s “targeted” but cumbersome intervention, could do far more to cut gasoline consumption — not just by superusers but by all U.S. motorists: concerted increases in U.S. motor fuel taxes.
Gasoline taxes can be raised in two ways: by boosting the U.S. excise tax, which has been stuck at 18.4 cents a gallon since Oct. 1, 1993 (losing half its heft to inflation since then); or by instituting a carbon tax, which would raise the prices of all fossil fuels including petroleum products.
Resistance to auto dependence was more radical three decades ago, as in this 1993 Village Voice broadside by journalist Daniel Lazare.
The impact on usage would be small in the short run, but it would rise over time, as households switched to higher-mpg vehicles, cities and suburbs up-zoned, and cultural norms adapted to costlier driving. EV’s would be elevated, of course, but vehicle electrification would be only one of many means of getting off gasoline.
My regression analyses of U.S. gasoline demand — a subject I’ve studied for decades — suggest that a $1 increase in the price at the pump would trigger only a 3- to 4-percent drop in usage overnight, but triple that impact within a decade — roughly the same decrease as eliminating one-third of U.S. superusers’ consumption. But that’s just a start. My 1960-2015 data don’t reflect changing societal currents, nor do they capture digital tech’s potential to match people with nearby jobs or connect parallel travelers to enable work and play with fewer miles driven.
“Making other arrangements” in the face of climate chaos is how the social critic James Howard Kunstler once referred to this social reconfiguration. Sadly, as the caterwauling against New York’s congestion pricing program by entrenched interests from New Jersey politicians to teachers’ union bosses attests, the American ethos today would rather cling to dysfunction than attempt change.
This isn’t to make light of either the jarring changes that superuser motorists will face from robust fuel taxes, or the political difficulty of enacting them. (The website of my Carbon Tax Center is replete with potential antidotes to both, even as it acknowledges the difficulties.)
Nevertheless, these hurdles shouldn’t deter livable streets advocates from advocating much higher fuel taxation. Piling subsidies on subsidies, even if well-meaning, only makes our system more complex and opaque. If we don’t advocate for full-cost pricing that tells the truth about motorization, who will?
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.

The post Climate Impact Partners Unveils High-Quality Carbon Credits from Sabah Rainforest in Malaysia appeared first on Carbon Credits.
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.
The post Bitcoin Falls as Energy Prices Rise: Why Crypto Is Now an Energy Market Story appeared first on Carbon Credits.
Carbon Footprint
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