Thermal Intelligence makes invisible changes visible

Unprecedented surface temperature insights to manage Earth's resources and secure its critical infrastructure.

Thermal Intelligence Atlas

constellr is building the world's first dynamic thermal intelligence atlas - a constantly updated view of the surface temperature across the globe, providing high-precision insights into the water & energy cycles that shape our planet.

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The atlas leverages constellr's proprietary satellite technology with biophysical modelling, AI-powered analytics, and advanced data fusion to transform how we understand and manage Earth’s systems - from natural resources to critical infrastructure.


With near-real time updates and on-demand access, the atlas sets a new benchmark in actionable surface temperature intelligence - automated change detection enables faster, smarter decisions for both civil and security applications, wherever and whenever insight is needed.

Land Surface Temperature Data

At its core the atlas relies on Land Surface Temperature (LST) measurements. LST adds a unique perspective to Earth observation analysis. While radar and optical imagery show what the surface looks like and how it’s changing, LST reveals how the surface is actually behaving— in terms of heat and energy. Captured by thermal sensors, LST shows the near real-time “skin temperature” of the Earth, offering vital insights into everything from crop stress and urban heat to water use and infrastructure performance.

By adding thermal data to your EO stack, you gain a deeper, more complete understanding of surface conditions — helping you detect problems earlier, make smarter decisions, and respond more confidently to climate, resource, and security challenges.

Measure, monitor and mitigate temperature-induced risks - across civilian and strategic domains - with our three distinct LST data layers: 

L. Roupioz, X. Briottet, K. Adeline, A. Al Bitar, D. Barbon-Dubosc, R. Barda-Chatain, P. Barillot, S. Bridier, E. Carroll, C. Cassante, A. Cerbelaud, P. Déliot, P. Doublet, P.E. Dupouy, S. Gadal, S. Guernouti, A. De Guilhem De Lataillade, A. Lemonsu, R. Llorens, R. Luhahe, A. Michel, A. Moussous, M. Musy, F. Nerry, L. Poutier, A. Rodler, N. Riviere, T. Riviere, J.L. Roujean, A. Roy, A. Schilling, D. Skokovic, J. Sobrino. Multi-source datasets acquired over Toulouse (France) in 2021 for urban microclimate studies during the CAMCATT/AI4GEO field campaign, Data in Brief, 2023. doi.org/10.1016/j.dib.2023.109109.
LSTprecision
high-value asset monitoring
  • 30m native resolution
  • Proprietary data
  • High temperature sensitivity
  • High frequency
L. Roupioz, X. Briottet, K. Adeline, A. Al Bitar, D. Barbon-Dubosc, R. Barda-Chatain, P. Barillot, S. Bridier, E. Carroll, C. Cassante, A. Cerbelaud, P. Déliot, P. Doublet, P.E. Dupouy, S. Gadal, S. Guernouti, A. De Guilhem De Lataillade, A. Lemonsu, R. Llorens, R. Luhahe, A. Michel, A. Moussous, M. Musy, F. Nerry, L. Poutier, A. Rodler, N. Riviere, T. Riviere, J.L. Roujean, A. Roy, A. Schilling, D. Skokovic, J. Sobrino. Multi-source datasets acquired over Toulouse (France) in 2021 for urban microclimate studies during the CAMCATT/AI4GEO field campaign, Data in Brief, 2023. doi.org/10.1016/j.dib.2023.109109.
LSTzoom
zooming-in on anomalies
  • up to 5m spatial resolution
  • Superresolved data
  • Visually best resolved
  • High frequency
L. Roupioz, X. Briottet, K. Adeline, A. Al Bitar, D. Barbon-Dubosc, R. Barda-Chatain, P. Barillot, S. Bridier, E. Carroll, C. Cassante, A. Cerbelaud, P. Déliot, P. Doublet, P.E. Dupouy, S. Gadal, S. Guernouti, A. De Guilhem De Lataillade, A. Lemonsu, R. Llorens, R. Luhahe, A. Michel, A. Moussous, M. Musy, F. Nerry, L. Poutier, A. Rodler, N. Riviere, T. Riviere, J.L. Roujean, A. Roy, A. Schilling, D. Skokovic, J. Sobrino. Multi-source datasets acquired over Toulouse (France) in 2021 for urban microclimate studies during the CAMCATT/AI4GEO field campaign, Data in Brief, 2023. doi.org/10.1016/j.dib.2023.109109.
LSTfusion
reliable regional monitoring
  • 30m spatial resolution
  • Fused data sources
  • Large area coverage
  • Reliable data frequency

What makes our data unique?

Unparalleled precision
Absolute temperature accuracy with high sensitivity to detect even the smallest changes
Global scale
Thermal intelligence for any point on Earth enabled by worldwide tasking capabilities
Data frequency
Up to sub-daily fresh data captures, combined with reliable continuous temperature monitoring
Temporal consistency
Coherent time series data suitable for long-term pattern analysis & trend detection
High resolution
Up to 5m spatial resolution enables granular asset- and street-level insights
Customer-centric pricing
Choose between individual data deliveries or recurring subscriptions to maximize your return on the data

Interested to explore high-accuracy LST data ?

Get a quote

constellr's
Data platform

All data can be ordered and is accessible through our proprietary web platform:
  • Easy-to-use order interface for tasking and archive data
  • STAC API for convenient data integration
  • Direct file Download

Product deliverables

  • TIR & VNIR* Image Files – cloud optimized geotiff format, analysis ready data (ARD), quality checked
  • Quicklooks - geotiff format
  • Metadata File – json and xml format, STAC compliant
  • Cloud Mask – geotiff format
  • Quality data layer – geotiff format
  • Thumbnails – jpg format
*Time-synchronous VNIR data is included as default for LSTprecision & LSTzoom

Interested to learn more about our data specs?

Visit the Knowledge Center
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