Satellites Map the Energy Transition

Satellogic wants to photograph the entire planet every day at one-meter resolution. The company announced its Merlin constellation in March, with the first satellite scheduled to launch in October 2026 and full operational capability expected in the first half of 2027 . That level of detail—sharp enough to spot vehicles, infrastructure changes, and equipment movement—matters less for spy agencies than it does for an industry few associate with space technology: energy.

Merlin combines daily global coverage with one-meter spatial resolution, a capability Satellogic believes is not available in Earth observation systems today, enabling organizations to monitor activity continuously and cost-effectively on a planetary scale . The implications stretch from oil fields in West Texas to copper mines in Norway. When every asset can be monitored daily without tasking a satellite or competing for coverage, the economics of remote sensing shift. So does the speed of decision-making.

Can You See Subsidence From Space?

Yes, to millimeter-level precision. InSAR platforms identify subtle shifts in ground stability across multiple locations, eliminating the need for manual field inspections , according to Rezatec, which provides satellite monitoring for oil and gas operators. InSAR-based ground deformation monitoring uses radar satellite imagery to detect and measure subtle movements of the Earth's surface over time by analyzing the phase difference between multiple radar images, isolating true ground motion from atmospheric noise and enabling millimeter-level accuracy .

The technology has proven critical for energy infrastructure. InSAR measurements at an enhanced oil recovery field in West Texas showed surface uplift up to 10 cm between January 2007 and March 2011, with 100 million tons of supercritical CO2 sequestered since 1972 , researchers reported. A study of Iran's Marun oil field using Small Baseline Subset InSAR revealed maximum subsidence of 13.5 mm per year due to both tectonic and non-tectonic features .

For pipeline operators, the stakes are existential. Ground movement is one of the earliest indicators of instability, and InSAR delivers continuous movement detection around tanks and facilities, allowing asset integrity teams to take preventive action before deformation affects storage safety or operational uptime . Oil and gas applications monitor ground deformation linked to extraction, injection, or storage activities, ensuring pipeline stability and supporting compliance with HSE requirements , according to Sixense, which provides satellite monitoring services.

What Can Hyperspectral Imaging Actually Find?

More than most geologists expected. Unlike conventional multispectral sensors which capture a handful of broad bands, hyperspectral satellites record hundreds of narrow, contiguous spectral bands spanning from the visible to the shortwave infrared, allowing extraction of detailed chemical and physical information from land, crops, forests, and mining prospects , according to Farmonaut, which provides satellite-based mineral exploration services.

Mining companies can screen vast areas for mineral potential in days, slashing traditional discovery timelines and costs by up to 80-85%, with every mineral—lithium, copper, gold, rare earths—leaving its mark in the hyperspectral data, letting analysts spot deposits even under a thin layer of vegetation or soil , the company reported.

The European Union Space Programme Agency demonstrated the concept in practice. Norwegian mining company Kuniko partnered with Poland-based EO analytics startup TerraEye to develop a remote sensing solution using Copernicus Sentinel-2 imagery, detecting spectral signatures of mineral deposits and identifying vegetation stress patterns near legacy mining zones . In Norway's harsh winters which allow only a short seasonal window for on-site work, with each field campaign coming with high financial costs and potential risks, Copernicus has the potential to facilitate mineral mapping and field work planning—making it faster, safer, and more cost-efficient .

The commercial market is scaling rapidly. The commercial satellite imaging market was valued at $3.27 billion in 2022 and is projected to reach $14.18 billion by 2030 , according to Planet, which operates the largest fleet of Earth imaging satellites. Pixxel's Firefly constellation features six satellites designed for high-resolution, high-frequency hyperspectral imaging on a global scale, with all six successfully launched in 2025 and now operating in orbit .

How Does NASA Fit Into Commercial Earth Observation?

By writing checks. NASA's Commercial Satellite Data Acquisition program announced eight new agreements in January 2026 with seven commercial partners—Airbus, Capella Space, ICEYE, MDA Space, Planet Labs, Umbra, and Vantor—to give users more access to near-global multispectral and synthetic aperture radar data, further advancing its mission to acquire data from commercial providers that supports NASA's Earth science research and applications .

In response to users' need for synthetic aperture radar data, CSDA executed five agreements for high-resolution SAR imagery with Capella, ICEYE, MDA, Umbra, and Airbus, including tasked Spotlight, StripMap, Scan, Wide/Extended Spotlight, and Long-Dwell modes which provide all-weather, day-night imaging that enhances NASA's ability to monitor dynamic processes such as flooding, land deformation, sea-ice motion, and infrastructure impacts .

The program represents a pragmatic shift. NASA recognizes the potential of commercial satellite constellations to advance Earth System Science and applications for societal benefit and believes commercially acquired data may augment the Earth observations acquired by NASA, other U.S. government agencies, and NASA's international partners . Translation: the government can't afford to build everything itself anymore.

Where Does LiDAR Enter the Picture?

Underground, mostly. Specialized lidar-equipped platforms are now navigating complex, GPS-denied environments without human pilots or pre-programmed flight paths, utilizing Simultaneous Localisation and Mapping algorithms to process up to 300,000 data points per second to create high-resolution 3D point clouds in real time , according to a report on autonomous mining technology.

American Pacific Mining Corp. initiated a detailed underground survey program at its Madison Copper-Gold Project in Montana, engaging Water & Environmental Technologies in collaboration with Dengel Surveying to complete a high-resolution control survey and LiDAR scan of the historical Madison Mine underground ramp . "This underground LiDAR survey is critically important as it's the first dependable underground dataset ever amassed at Madison uniting the various historical survey methods into one accurate and verifiable package," said Managing Director of Exploration Eric Saderholm .

The technology is maturing rapidly. As the industry looks toward the rest of 2026, the integration of these autonomous platforms is expected to become the standard for infrastructure mapping, creating a comprehensive digital twin of the mine that supports real-time decision-making and production optimization . Exploring with drones and airborne sensors dramatically reduces the need for time-consuming manual ground surveys and drilling, lowering exploration costs and project timelines by 30-60% , Farmonaut reported.

What Changed This Week

SAR data is increasingly combined with optical imagery in 2026, producing multi-sensor datasets that deliver deeper insights than either source alone, with persistent monitoring through frequent revisits allowing analysts to detect subtle changes in terrain, subsidence, and asset movement with high confidence . Hyperspectral Earth Observation has matured significantly, enabling identification of materials, vegetation health, water quality, and mineral composition at scale, proving critical for agriculture, mining, and environmental monitoring . The convergence of these technologies—hyperspectral, SAR, LiDAR, and high-resolution optical—is creating a monitoring capability that didn't exist five years ago.

What to Watch

Satellogic's first Merlin satellite launches in October 2026, with full operational capability expected in the first half of 2027 . EarthDaily's constellation becomes commercially operational in Summer 2026 with six additional satellites launching in May, delivering daily, consistent global coverage . Data acquired under NASA's new CSDA agreements will be made available to authorized commercial satellite data users in accordance with the program's end user license agreements —watch for the first research papers using that data to emerge by late 2026. The real test: whether mining and energy companies shift budgets from boots-on-the-ground surveys to satellite subscriptions at scale.