Houston scientists create first profile of Mars’ radiant energy budget, revealing climate insights on Earth

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A new study on Mars is shining a light on the Earth's own climate mysteries. Image via UH.edu

Scientists at the University of Houston have found a new understanding of climate and weather on Mars.

The study, which was published in a new paper in AGU Advances and will be featured in AGU’s science magazine EOS, generated the first meridional profile of Mars’ radiant energy budget (REB). REB represents the balance or imbalance between absorbed solar energy and emitted thermal energy across latitudes. An energy surplus can lead to global warming, and a deficit results in global cooling, which helps provide insights to Earth's atmospheric processes too. The profile of Mars’ REB influences weather and climate patterns.

The study was led by Larry Guan, a graduate student in the Department of Physics at UH's College of Natural Sciences and Mathematics under the guidance of his advisors Professor Liming Li from the Department of Physics and Professor Xun Jiang from the Department of Earth and Atmospheric Sciences and other planetary scientists. UH graduate students Ellen Creecy and Xinyue Wang, renowned planetary scientists Germán Martínez, Ph.D. (Houston’s Lunar and Planetary Institute), Anthony Toigo, Ph.D. (Johns Hopkins University) and Mark Richardson, Ph.D. (Aeolis Research), and Prof. Agustín Sánchez-Lavega (Universidad del País, Vasco, Spain) and Prof. Yeon Joo Lee (Institute for Basic Science, South Korea) also assisted in the project.

The profile of Mars’ REB is based on long-term observations from orbiting spacecraft. It offers a detailed comparison of Mars’ REB to that of Earth, which has shown differences in the way each planet receives and radiates energy. Earth shows an energy surplus in the tropics and a deficit in the polar regions, while Mars exhibits opposite behavioral patterns.

The surplus is evident in Mars’ southern hemisphere during spring, which plays a role in driving the planet’s atmospheric circulation and triggering the most prominent feature of weather on the planet, global dust storms. The storms can envelop the entire planet, alter the distribution of energy, and provide a dynamic element that affects Mars’ weather patterns and climate.

The research team is currently examining long-term energy imbalances on Mars and how it influences the planet’s climate.

“The REB difference between the two planets is truly fascinating, so continued monitoring will deepen our understanding of Mars’ climate dynamics,” Li says in a news release.

The global-scale energy imbalance on Earth was recently discovered, and it contributes to global warming at a “magnitude comparable to that caused by increasing greenhouse gases,” according to the study. Mars has an environment that differs due to its thinner atmosphere and lack of anthropogenic effects.

“The work in establishing Mars’ first meridional radiant energy budget profile is noteworthy,” Guan adds. “Understanding Earth’s large-scale climate and atmospheric circulation relies heavily on REB profiles, so having one for Mars allows critical climatological comparisons and lays the groundwork for Martian meteorology.”

Now is the time for your tech company to become a climate company, says this Houston expert. Photo via Getty Images

Houston energy startup CEO calls for tech players to join the climate fight

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In 2022, over 100,000 workers were laid off from major technology companies in an economic slowdown, leaving many people wondering what the future holds. There’s a bright spot, however. These closed doors create an opening for individuals to begin a new career in climate tech, especially as these former tech employees possess skills needed to find and develop novel ways to innovate.

The story of a techie turning to climate isn’t new by any means. For example, Alex Roetter was the former head of engineering at Twitter but later pivoted to climate tech, becoming a managing director and general partner of Moxxie Ventures and the founder of Terraset, a nonprofit focused on funding high-quality carbon removal. Raj Kapoor followed a similar path as he now serves as the co-founder and managing partner of Climactic, a venture capital firm solving climate-related issues using technology, after working as Lyft’s chief strategy officer.

What’s unique now is that the climate tech industry is ready for it – public and private companies have made climate pledges that need industry-disrupting tech solutions, and there is federal, state, and private funding that are backing these solutions up.

When I started out in the energy industry nearly a dozen years ago, there was no such thing as a career in climate tech. Shortly after the 2008 financial crisis, I found a job at a firm backed by smart investors who saw through the noise and realized renewable energy investments are some of the most stable and predictable ways to earn financial returns. Now that Wall Street recognizes investments in climate-related industries as the best way to achieve their long term financial obligations, we’ve seen nearly every company realize they don’t have an economic future unless they also focus on climate results.

We used to say, “every company will become a tech company.” We’re now moving towards a world where “every company is a climate company.” And that is creating opportunities throughout the economy for people to contribute their skills and support their families while building something that actually matters.

Why climate tech is a safe bet

Taking a career twist into climate tech is a safe bet for a few reasons. The first is, unfortunately and obviously, the fact that climate change is getting worse. Between extreme weather events becoming more frequent around the world and the past eight years becoming the hottest on record, there is a huge need for climate mitigation solutions in every sector. What’s more, with the Earth’s population hitting eight billion, we will need to scale technology that addresses challenges like grid instability and food security, as governments try to balance resources. In fact, the Biden-Harris Administration announced $13B of programs to expand the U.S.’s power grid.

To tackle climate change, federal, state, and private sector capital investment in climate tech is at an all time high. As leaders pledge to reach net zero by 2050, investments and commitments to accelerate solutions to decarbonize the planet and make it more sustainable are being prioritized. Last year, there was a whopping $26.8 billion poured into climate tech. In five years, the climate tech market is estimated to near $1.4 trillion and with new energy plans in the Inflation Reduction Act announced earlier this year, investors are heavily influenced in funding the climate tech space.

An easier career shift

A switch to climate tech can be daunting, but it’s not just hard sciences like chemistry and materials engineering. It’s software engineers, social media savvants, and sales specialists. We have employees who have worked at places such as Google and Square come and support us with building our backend tech stack and consumer app. One of our tech leaders is a famous author, having written several books about coding in Django.

We’ve also recently heard about the “great resignation” over the past couple of years, but I think that framing is wrong. I think it's a “great reconsideration”. The reality is, for most of us on a given day, we spend more of our waking hours at work than any other activity. People need purpose — lack of purpose is the biggest reason for burnout. In fact not only have we not been impacted by the “great resignation” that many other firms have been, but we’ve actually received over tens of thousands of applications for our open roles in the past year alone. The career pivot to something meaningful is happening, and it’s happening today.

For example, one of our data engineers graduated from MIT and used to work in Houston as a chemical engineer — after some reskilling, she’s now a data engineer for our Kraken Technologies platform. Another one of our colleagues worked in the traditional marketing space and has transitioned over to climate tech to lead our global marketing. The climate industry needs as many out-of-the-box people as possible to draw new perspectives for reaching climate goals and getting us closer to a clean future.

Not sure where to start? There are several resources dedicated to onboarding people into the climate tech world. Some of my favorite are:

Climatebase: this platform is essentially a LinkedIn for climate tech — people can discover climate jobs and learn how they can transition to the space.
Climate Change Careers: founded in 2020, this site features job postings, educational opportunities, and information about switching to a climate-focused career.
Climate Draft: a member supported coalition comprising climate tech startups and venture capitalists who aim to bring more top talent, investment and commercial opportunities to the table.
ClimatEU: a leading resource for climate jobs and employers in Europe consisting of job postings, and opportunities for companies to find additional investment opportunities.
Climate People: a platform dedicated to mobilizing a workforce transition towards climate careers.

My inbox is also always open to people interested in joining the energy end of the world — whether it’s to talk about different openings at Octopus Energy, discuss how your expertise transfers to climate tech, or just to say hello.

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Michael Lee is the CEO of London-headquartered Octopus Energy. He is based in the company's US headquarters in Houston. This article originally ran on InnovationMap.

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Fervo Energy leads Time’s top green tech companies of 2026

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The accolades keep coming for Houston-based geothermal energy company Fervo Energy.

Fervo sits atop Time magazine’s and Statista’s 2026 list of America’s Top GreenTech Companies. Fervo ranked No. 6 on the list last year.

The ranking honors 250 companies in the U.S. based on their environmental impact, innovation and financial strength. Fervo joins five other Houston-area companies on the list.

No. 49 Quaise Energy, an MIT Energy Initiative spinout that’s developing a drilling system designed to convert existing power stations for geothermal power production
No. 71 Plus Power, which develops, owns and operates battery energy storage systems
No. 98 Utility Global, whose technology enables industrial decarbonization
No. 199 Solugen, whose technology converts plant-based feedstocks into carbon-negative chemicals
No. 215 Noodoe, which specializes in EV charging stations and software

Fervo says its approach to enhanced geothermal systems (EGS)—including horizontal drilling, AI-enabled drilling and exploration, advanced reservoir engineering, and fiber-optic sensing—demonstrates how validated technology can help deliver reliable zero-emission power.

“By applying drilling technology from the oil and gas industry, we have proven that we can produce 24/7 carbon-free energy resources in new geographies across the world,” Fervo co-founder and CEO Tim Latimer said last year.

Other recent recognitions for Fervo includes:

The 2025 Houston Innovation Awards named it Scaleup of the Year
MIT Technology Review put Fervo on its 2025 list of the 10 global climatech companies to watch
Time named Fervo one of the 100 Most Influential Companies of 2025
Fervo was hailed as the Global Cleantech Group 100 North American Company of the Year
Fervo was among Congruent Ventures’ and Silicon Valley Bank’s 50 by 2050 companies, all of which are poised to advance global decarbonization over a 25-year span

Just last month, Fervo secured $421 million in debt financing for the construction of its 500-megawatt Cape Station geothermal project in Utah. And in December, the company landed an oversubscribed $462 million Series E round of funding, pushing its valuation to an estimated $1.4 billion. Fervo filed for an IPO earlier this year.

3 strategies to strengthen the Gulf Coast as a global energy hub

The View from HETI

The Texas-Louisiana Gulf Coast is the backbone of America’s energy and chemical economy. Texas produces roughly 43% of U.S. crude oil and 28% of natural gas, while Texas and Louisiana together account for about half of the nation’s refining capacity, processing 9.3 million barrels of crude per day across 50 refineries. The region also produces approximately 80% of the nation’s primary petrochemicals and ships more than $117 billion in chemical products annually from Texas alone.

This unmatched concentration of refining, petrochemical manufacturing, pipelines, ports, and technical talent makes the Gulf Coast one of the most critical energy hubs in the world. But maintaining that leadership in a rapidly evolving global market will require intentional collaboration, faster technology commercialization, and strengthened supply chain resilience.

In fall 2025, the Greater Houston Partnership’s Houston Energy Transition Initiative (HETI) convened national laboratories, Gulf Coast universities, and industry leaders to examine how to reinforce the region’s long-term competitiveness. Participants included Argonne, Oak Ridge, Lawrence Berkeley, the National Energy Technology Laboratory (NETL), and the National Laboratory of the Rockies, alongside Gulf Coast academic institutions and energy and chemical companies. Here are the key findings and takeaways from the workshop.

1. Supply Chain Resilience Requires Structured Industry–Lab Collaboration

Resilience—diversity of supply, operational flexibility, and rapid recovery—was a recurring theme. Recent disruptions exposed vulnerabilities in tightly interconnected energy and manufacturing systems.

National laboratories provide capabilities that complement Gulf Coast industrial scale, particularly at early and mid technology readiness levels (TRLs 1–7), before full commercial deployment. Examples include:

Advanced manufacturing and AI-enabled validation of critical components (Oak Ridge).
Materials scale-up and techno-economic modeling to move from lab discovery to industrial relevance (Argonne).
Pilot-scale testing for severe-service alloys, chemical conversion, and process innovation (NETL).
Integrated energy systems modeling to assess grid resilience and system disruptions (National Laboratory of the Rockies).

Recommendation: Organize targeted Gulf Coast industry missions to national laboratories focused on critical supply chains—power equipment, high-heat industrial processes, novel catalysts, refining, and grid infrastructure—to identify joint development opportunities and reduce time to commercialization.

2. Modeling, AI, and Open-Access Platforms Can Bridge the Technology Gap

A persistent barrier to innovation is the gap between scientific discovery, applied development, and commercial deployment. Universities often operate at TRLs 1–3, national labs at 1–7, and industry at 7–9. Bridging these silos requires shared modeling tools, high-performance computing, and structured feedback loops.

National labs maintain open-access platforms capable of:

Simulating grid expansion, investment, and dispatch decisions.
Modeling cradle-to-gate industrial material flows.
Optimizing complex energy and chemical systems.
De-risking carbon capture, critical mineral recovery, and advanced manufacturing integration.

Recommendation: HETI should convene structured training and feedback sessions on these public modeling platforms—ensuring Gulf Coast industry can apply, improve, and help guide further development of tools critical to regional competitiveness. Federal initiatives such as the Genesis Mission, focused on AI-accelerated scientific discovery, further expand opportunities for Gulf Coast participation.

3. Time to Commercialization Is the Ultimate Competitive Metric

The lithium-ion battery is a cautionary example: while pioneered in U.S. labs, large-scale manufacturing leadership shifted overseas. Without strategic intervention, U.S. firms are projected to capture less than 30% of domestic lithium battery cell value by 2030.

Successful DOE-backed consortium models show that mission-aligned, multi-partner collaboration reduces development timelines and strengthens domestic manufacturing know-how. However, public–private partnership mechanisms such as CRADAs and Strategic Partnership Projects can be time-intensive.

Recommendation: The Gulf Coast should actively engage DOE and national laboratories to streamline public–private partnership pathways, improve intellectual property clarity, and expand industry access to laboratory infrastructure.

The Path Forward: A Gulf Coast Consortium Model
The workshop’s central conclusion was clear: the Gulf Coast should formalize collaboration through a regional industry–academia–laboratory consortium.

Such a model could:

Co-locate national lab researchers within the region.
Share modeling data and analytical capabilities.
Establish open-access pilot facilities that complement lab infrastructure.
Harmonize IP frameworks to accelerate licensing and deployment.

With its dense industrial ecosystem, technical workforce, and decision-making concentration, the Gulf Coast is uniquely positioned to serve as a national demonstration hub for advanced energy and chemical manufacturing.

If industry, universities, and national laboratories align around a shared regional strategy, the Gulf Coast can:

Accelerate commercialization timelines.
Strengthen critical supply chains.
Unleash a world-class technical workforce.
Reinforce U.S. leadership in strategic energy and chemical sectors.

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This article originally appeared on the Greater Houston Partnership's Houston Energy Transition Initiative blog . A full report on the key learnings and recommendations from the workshop can be found here: https://bit.ly/4uEDEqk.

Houston cleantech company closes $12M seed round

fresh funding

Houston-based Helix Earth Technologies has closed a $12 million Seed 2 funding round to scale manufacturing of its energy-efficient commercial HVAC add-on technology.

Veriten, a Houston-based energy investment firm, led the round. Rua Ventures, Carnrite Ventures, Skywriter LLC and Textbook Ventures also participated.

Helix Earth—which was founded based on NASA technology, spun out of Rice University and has been incubated at Greentown Labs—is developing high-efficiency retrofit dehumidification systems that aim to reduce the energy consumption of commercial HVAC units. The company reports that its technology can lead to "healthier indoor air, lower energy bills, reduced building maintenance, and more comfortable spaces for building owners and occupants."

"Building owners are dealing with rising energy costs, uncontrolled humidity, and aging infrastructure with no viable, cost-effective path forward. We are in the field today solving these problems for commercial customers, and this capital puts us on an aggressive path to scale,” Rawand Rasheed, Helix Earth co-founder and CEO, said in a news release.

“The strength of this round reinforces our team's conviction that we can transform innovation-starved sectors with transformational solutions that deliver order-of-magnitude improvements to owners and operators, for both their bottom line and the environment,” Rasheed added.

Maynard Holt, Veriten’s founder and CEO, said that the investment firm is tripling its investment in Helix Earth.

"The team has built breakthrough technology with real applicability across multiple industries,” Holt said in the release. “Their first product will have an immediate and measurable impact on our energy system, and they are already pursuing adjacent innovations to help heavy industries operate more efficiently and with less waste. This is a well-rounded team with a proven track record of strong execution and disciplined capital management.”

Helix Earth also closed a $5.6 million seed funding round in 2024, led by Veriten.

Last year, the company secured a $1.2 million Small Business Innovation Research (SBIR) Phase II grant and won in the Smart Cities, Transportation & Sustainability contest at the 2025 SXSW Pitch Showcase. Rasheed was also named to the Forbes 30 Under 30 Energy and Green Tech list for 2025.

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