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CC BY-NC-SA 4.0Open atmospheric dataset

Lamarck.
The sky, open to research.

Miratlas releases its atmospheric database to academic research under Creative Commons BY-NC-SA 4.0, to advance free space optical and quantum communication, together with academia, industry and ESA.

Lamarck
19 TBUnique atmospheric data
+1 TB /moGrowth
50+Sites worldwide
17Countries

01 The dataset

High-resolution measurements of what the atmosphere does to light

Lamarck gathers the measurements of Miratlas’ own network of over twenty Sky Monitor sites, some operating for many years, within a fifty-site global network including customer-deployed instruments: turbulence, cloud cover, humidity and weather, sampled continuously, day and night.

It holds 19 TB of data and grows by 1 TB per month, giving researchers unparalleled depth and real-time relevance for modelling and optimising FSO systems.

19 TBUnique atmospheric data
+1 TB /moGrowth
50+Sites worldwide
2018Collecting since
01Analyse

Atmospheric conditions: turbulence, cloud cover, humidity, critical to optimising FSO systems.

02Simulate

Real-world scenarios for satellite-to-Earth and terrestrial optical communication.

03Develop

Adaptive-optics designs and encoding algorithms that mitigate signal interference.

02 Key benefits for research customers
01Unlimited access to a large-scale dataset

Complete, non-commercial access to high-resolution atmospheric data, turbulence and cloud cover included, for modelling and optimising FSO communication systems.

02Creative Commons licensing

Use, share and adapt the data under CC BY-NC-SA 4.0: modifications and redistribution are allowed as long as the work stays non-commercial and properly attributed.

03Focused on FSO communication

Study atmospheric interference on laser signals, develop turbulence mitigation, adaptive optics, encoding, and simulate link budgets on real conditions.

04Data security and compliance

Data is protected under strict confidentiality and cybersecurity protocols aligned with GDPR, ensuring integrity and ethical handling.

03 The Sky Monitor network

Turning analog clouds digital since 2018

Since the first Sky Monitor installed for ESA in Tenerife in 2018, we have refined the instrument with field experience while accumulating atmospheric data. Because FSO communication needs local, real-time measures of both cloud cover and turbulence, a network of Sky Monitors is required to reach the site diversity that keeps optical links between ground and space continuous.

Today the network spans 50+ locations in 17 countries, backed by our own multi-cloud architecture for backhauling, storage, access, monitoring and backup. Researchers explore and download data through Miratlas’ secure platform.

We believe access to atmospheric data is vital for advancing technologies like free space optical communication. Atmospheric propagation understanding is key to mitigation strategies such as site diversity, adaptive optics, encoding and network routing. Our partnership with the academic community ensures this data fuels the innovation necessary to make Optical to Orbit Communication reliable.
Jean-Edouard Communal
Jean-Edouard Communal
Co-founder & CEO, Miratlas
04 Open data terms of service

What the licence covers, and what it doesn’t

The Sky Monitor Terms and Conditions of Sale and the End User License Agreement clarify how data is owned, licensed and used.

  1. 01
    Ownership of customer-generated data

    Data generated by a customer using Miratlas products or services remains exclusively owned by that customer.

  2. 02
    Miratlas’ right to use customer data

    The customer grants Miratlas a non-exclusive, royalty-free, sub-licensable right to use this data for purposes such as service upgrades, without any transfer of ownership.

  3. 03
    Creative Commons licence

    CC BY-NC-SA 4.0 governs data accessed via Miratlas’ platform: non-commercial use, sharing and modification under its conditions. It does not apply to data a customer collects with their own Sky Monitor.

  4. 04
    Restrictions on use

    Automated data extraction, for AI training, for instance, is explicitly prohibited even where the CC licence might permit it, and is subject to a separate, case-by-case agreement.

In short
  • Customers access Miratlas’ data and that of other signatories under the CC licence.
  • Miratlas gains no commercial ownership of customer data, only a licence to use it.
  • The CC licence covers Miratlas-provided data, not data you collect with your own Sky Monitor.
  • No automated extraction or AI training without a separate agreement.
05 Get access

Want to work with Lamarck?

Send us a quick message requesting access to Lamarck, our open atmospheric dataset, and we will quickly get back to you. For collaboration opportunities or dataset-specific inquiries, contact us as well.