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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8 must-attend Houston energy events happening in November 2026

Mark your calendars

Editor's note: The November calendar is front-loaded with events for those in Houston's energy sector. From annual summits to an expo exploring AI and energy, these are the events you'll want to register for this month.

Nov. 2 — Energy Leadership Speaker Series

Join UH Energy for a conversation with Jason Wells, Chair, President, and Chief Executive Officer of CenterPoint Energy. The Energy Leadership Speaker Series is a year-long program featuring 12 expert-led sessions covering topics from energy leadership to AI and data science in energy operations. The November topic is "Grid Modernization & The Electricity Revolution."

This event begins at 4:15 pm on November 2 at the University of Houston. Find details here.

Nov. 3-4 — Next-Gen AI for Energy Summit 2026

The summit brings together over 600 senior executives from energy, technology, policy, and investment communities worldwide to explore six strategic areas: operational optimization, digital infrastructure, finance, digital twins, risk management, cybersecurity, and AI-driven market and regulatory strategies. The summit is co-located with EnergyTech X, an invite-only forum connecting energy innovators, AI founders, startups, and investors to scale next-generation energy technologies.

This event begins Nov. 3 at the Intercontinental Houston. Register here.

Nov. 3-5: 17th Annual Operational Excellence in Oil & Gas Summit

The 17th Annual Operational Excellence in Oil & Gas Summit will focus on aligning technology, process, and workforce to balance reliability, resilience, and operational cost. It will feature case studies on AI adoption, asset management, and workforce modernization.

This event begins Nov. 3 at Norris Conference Center. Register here.

Nov. 4-5 — 2026 OPIS Global LPG Conference: Powering Global Connectivity

This November, industry leaders, traders, producers, and infrastructure stakeholders will once again converge in Houston—the world’s LPG hub—for the 2026 OPIS Global LPG Conference. The conference will cover the global LPG market, which is entering a new phase of structural evolution, and how the industry is moving from managing volume to mastering the connectivity between expanding supply hubs and global energy and petrochemical demand.

This event begins Nov. 4 at the Royal Sonesta Houston Galleria. Register here.

Nov. 4-6: SAF North America Congress 2026

The aviation and energy value chains will gather in Houston once again to help shape the future of Sustainable Aviation Fuel (SAF) in North America. The focus will be on safeguarding progress made to date and ensuring SAF remains central to energy and climate strategies.

This event begins Nov. 4 at Marriott Marquis Houston. Register here.

Nov. 11: BNEF Summit Houston 2026

The BNEF Summit Houston 2026 will explore how AI-driven demand, geopolitical tensions, and electrification are reshaping energy systems at unprecedented speed. Bringing together 600 leaders across energy, tech, digital infrastructure and finance, the summit will address the race to build power, infrastructure, and supply chains — and who will fund, deliver, and benefit from the next phase of growth.

This event takes place Nov. 11 at Post Oak Houston. Register here.

Nov. 11-12: Energy Supply Chain & Procurement Summit

For 12 years, the Energy Supply Chain and Procurement Summit has brought senior procurement, supply chain, and logistics leaders to Houston — from operators, EPCs, utilities, service and equipment providers, and the suppliers they depend on. At the 2026 summit, leaders will discuss what production growth is doing to sourcing, supplier risk, and assurance of supply, and what’s working.

This event begins Nov. 11 at Houston Marriott Uptown. Register here.

Nov. 18-19: American Data Centers & AI Conference and Exhibition 2026

Set to redefine the intersection of energy and digital infrastructure, the American Data Centers & AI Conference and Exhibition convenes in Houston for its second annual event. The event will address the increasing demand for high-performance computing and the sustainable development of AI infrastructure, which requires significant power. Participants can expect to learn about practical solutions in energy integration, modern data center design, and scalable approaches. The agenda includes presentations from leading experts, demonstrations of new technologies for thermal management and grid optimization, and detailed discussions on AI's environmental impact and how to reuse generated heat.

This event begins Nov. 18 at the Double Tree Hotel at Greenway Plaza. Register here.

Utah solar company acquires Houston projects, expands to Texas

solar deals

Utah-based solar technology and battery storage company SunPower has announced its expansion into Texas by acquiring “prime project assets” from Houston installer Green Light Solar.

As part of the deal, Green Light Solar CEO James Garrett will lead SunPower’s U.S. installation group. Garrett is based in the Houston area, according to LinkedIn.

Green Light Solar focuses on residential and commercial solar installations, battery backups and whole-home generators throughout Texas, Louisiana, Oklahoma and Colorado. As of press time, SunPower had not disclosed which specific projects or assets were included in the acquisition.

In addition to the Green Light acquisition, SunPower also announced its second strategic partnership with Fort Worth-based SOLRITE Energy, which provides solar and battery project financing and virtual power plant capabilities.

Through the partnership, SunPower plans to expand its residential solar and battery storage business and grow its virtual power plant (VPP) network in Texas.

A virtual power plant is a network of connected energy sources that can supply electricity to the grid when demand is high. The network draws on energy stored in individual residential and commercial battery systems. VPPs can also help participating homeowners generate additional revenue by selling their stored power.

“SOLRITE not only sources projects to us but also provides project funding for innovative systems with large batteries connected to a VPP, enabling power sales into the open market,” T. J. Rodgers, SunPower CEO, said in a news release. “That VPP capability provides an extra source of income that SOLRITE shares with homeowners and EPCs, making SOLRITE an attractive partner.”

SunPower will bring its sales, installation and lifetime warranty support to the partnership, while SOLRITE will provide its virtual power plant platform and solar financing capabilities, according to the release.

"Building our VPP business is a key part of SunPower’s growth strategy going forward,” Kapil Rai, EVP of Direct at SunPower, added in the release. “Our partnership with SOLRITE gives us a path to bring together customer acquisition, solar, storage deployment, and financing to develop this business in Texas and beyond.”

Solid-state generator company secures $9M in financing, names CTO

fresh financing

ATS Energy has secured a $9 million investment to help commercialize its solid-state generator technology, a representative from the company tells Energy Capital.

The Colorado-based company is a member of Houston's Greentown Labs climatech community and was named the second most-promising startup in the Innovations for Traditional Energy, Electricity, & the Grid track during CERA Week's Energy Venture Day and Pitch Competition in March.

ATS's technology converts industrial waste heat into electricity via its proprietary thermoelectric cartridges, according to a news release. The cartridges convert the otherwise wasted thermal energy directly into usable electricity with no turbine, no moving parts and no emissions.

"We have spent years building a proven track record of breakthrough technology," Doug Hudson, CEO of ATS Energy, said in the release. "What has developed over the past year is that markets are moving toward ATS Energy, said in the release. We've moved well beyond early interest to commercial commitments, active proposals and a pipeline that continues to expand across multiple industrial sectors. That puts us in a tremendous position to meet the moment in delivering energy to industry. This investment responds to real commercial opportunity, and it positions ATS Energy to scale production, meet customer demand faster, and drive commercial deployments."

According to the release, ATS plans to complete and deploy its first commercial generator using the thermoelectric cartridges by mid-2027. The company shared that it plans to begin revenue-generating operations next year, as well.

ATS has also named Edward Ganja as its new CTO. Ganja previously served as a technology advisor for ATS and spent more than 30 years at Shell, most recently as vice president of catalyst and analytical technology in Houston, according to LinkedIn.

"Having worked closely with the team as a Technology Adviser, I am thrilled to step into the Chief Technology Officer role to lead our technology strategy and advanced materials scale-up," Ganja shared in a LinkedIn post. "ATS is tackling crucial energy challenges, and I look forward to working with our talented team, partners, and industry colleagues to accelerate our commercial development and technological footprint."

A representative from the company shares that ATS has three employees in Texas, including two in Houston. The company is targeting industrial facilities, including Gulf Coast refineries and petrochemical plants, for its production model, which will leverage established manufacturing capabilities to help quickly scale its commercial pipeline.

"We are scaling manufacturing with the discipline required for commercial-grade industrial deployment, moving beyond proof-of-concept to deliver mission-critical equipment," Terry Hill, COO of ATS, added in the release. "We've been building the supply chain, identifying the right manufacturing partners and putting the processes in place to move toward repeatable production. By leveraging contract manufacturing, we can focus our capital on the technology, the product and our customers rather than building factories. Just as importantly, we're working to reduce the time between installations so we can respond to the demand we're seeing in the market."

ATS won the prestigious Earthshot Prize in the Fix Our Climate category in 2024. The Earthshot Prize, founded by Prince William, awards £1 million to five energy startups each year over a decade.

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