Thermal Insights like never seen before

Agriculture already uses 70% of all accessible freshwater, but with the global population expected to reach 10 billion by 2050, food production must increase by 60% to feed the world. Agriculture faces immense pressure to produce more with less. By providing real-time, high-resolution temperature data, we enable precision farming like never before. Our insights empower you to optimize water use, boost yields, and ensure your land works harder for you – sustainably. With constellr's thermal intelligence, you can make every decision count, transforming the way you grow, harvest, and manage resources. constellr’s thermal information provides a holistic picture of soil and plant health, enabling accurate yield predictions, water optimisation and crop profitability.

Urban environments are increasingly experiencing elevated temperatures due to the Urban Heat Island (UHI) effect, where dense infrastructure absorbs and retains heat. This phenomenon exacerbates health risks with 61% of the world population living in urban environments today. The costs from heat-related stress alone are expected to reach close to a trillion USD annually by 2050 according to a Rockefeller report. Addressing UHIs through urban planning and green infrastructure is essential to mitigate these health risks and economic burdens, causing municipalities to significantly increase their spend on heat mitigation measures. New York City alone expects to spend 55m USD on heat mitigation by 2030. Additionally, UHIs contribute to increased energy consumption due to higher demand for air conditioning, further straining urban infrastructure and escalating costs. Constellr's thermal intelligence helps to identify heat-vulnerable areas for targeted intervention and can support the scalable measurement of the effectiveness of mitigation measures. Thanks to its highly accurate thermal measurements capturing even fine contrasts in temperature variation, constellr enables evidence-based urban planning.

Critical infrastructure—including transport networks, energy systems, and industrial sites —faces increased risks from thermal stress, material degradation, and extreme weather, leading to higher maintenance costs. Currently, global maintenance expenditures for transport infrastructure alone are substantial; for instance, the International Energy Agency (IEA) estimates that combined operations, maintenance, and infrastructure additions in land transport could cost up to a trillion USD by 2050.


Constellr's thermal intelligence, powered by high-resolution land surface temperature data, offers a proactive solution by identifying vulnerabilities such as heat-induced material fatigue, pipeline leaks, and overheating equipment. Early detection through thermal monitoring reduces damages, prevents costly failures, and optimizes maintenance by targeting high-risk areas, thereby extending asset lifespans and minimizing unscheduled downtime. Integrating thermal intelligence into infrastructure management enhances resilience, lowers maintenance costs, and enables adaptation to the escalating impacts of climate change.