Important software for the new European-Japanese Earth observation satellite EarthCARE

Algorithm test for the 3D evaluation of atmospheric lidar (ATLID) and the Multi-Spectral Imager (MSI) on EarthCARE.
(c) Moritz Haarig, TROPOS

Preparations for the launch of the new Earth observation satellite EarthCARE (Earth Cloud Aerosol and Radiation Explorer) are in full swing. The joint mission of the European Space Agency (ESA) and the Japan Aerospace Exploration Agency (JAXA) will measure clouds, aerosol and radiation more accurately than ever before. This will be made possible by linking four state-of-the-art instruments. Three so-called processors, which the Leibniz Institute for Tropospheric Research (TROPOS) has developed together with partners, are making an important contribution to the mission. These algorithms have now been described in detail in a special issue of “Atmospheric Measurement Techniques”.

The new software makes it possible to derive cloud properties from the passive spectrometer (MSI), aerosol and cloud layers from the active, high-spectral-resolution lidar (ATLID) as well as synergetic cloud and aerosol products from both instruments. An aerosol classification model (HETEAC) was developed as the basis for aerosol typing to ensure that these calculations work across the different devices.

EarthCARE will be the first to combine a high-spectral-resolution lidar and a Doppler cloud radar with passive sensors, making it the most complex satellite mission ever launched into space to study aerosol, clouds and their radiative effects. The development of EarthCARE took more than 15 years and cost around 800 million euros. The satellite offers great opportunities for science: State-of-the-art technology on board provides a variety of data that will improve the accuracy of climate models and support numerical weather prediction.

The EarthCARE satellite, which is 17.2 metres long, 2.5 metres wide, 3.5 metres high and weighs around 2,200 kilograms, was assembled by the German prime contractor Airbus in Friedrichshafen, tested extensively together with ESA and then transported by plane to Vandenberg (California, USA), where it will be launched into its target orbit at an altitude of 393 kilometres by a Falcon 9 rocket from the US space company SpaceX at the end of May.

The Earth Cloud Aerosol and Radiation Explorer (EarthCARE) is equipped with four instruments: a Doppler cloud radar, a lidar with high spectral resolution, an imaging spectrometer and a broadband radiometer with three different viewing directions. The instruments will provide synergistic observations of aerosol, clouds, radiation and their interactions with unprecedented accuracy. One of the goals of the mission is to reconcile the measured and calculated radiative fluxes at the top of the atmosphere for a 100 square kilometre snapshot with an accuracy of 10 Watts per square metre, which would significantly improve knowledge of global radiative forcing.

The EarthCARE data is calculated almost in real time (near real time) using a sophisticated data processing chain. The lidar provides vertical profiles and thus a cross-section of the atmosphere along the satellite’s flight path. From this, the algorithms developed at TROPOS derive the cloud top height and the height of aerosol layers, which can consist for example of Saharan dust or smoke from large forest fires (Wandinger et al., 2023b). These algorithms are also known as processors in technical jargon and are the software heart of data analysis. In addition to lidar, the imaging spectrometer makes it possible to characterise the atmosphere using a horizontal, 150 km-wide image of cloud and aerosol properties. The micro- and macrophysical cloud properties, such as the cloud optical thickness, the cloud droplet radius and the cloud top height, are determined using another processor developed at TROPOS (Hünerbein et al., 2023, 2024; Docter et al., 2024; Mason et al., 2024). The third processor developed at TROPOS combines the height-resolved information from the lidar with the horizontal information from the spectrometer in order to obtain an improved three-dimensional image of the atmosphere along the flight path of the earth-orbiting satellite (Haarig et al., 2023).

Aerosol classification in all EarthCARE algorithms is based on the HETEAC model (Hybrid End-to-End Aerosol Classification) (Wandinger et al., 2023a). “The HETEAC aerosol classification model developed by TROPOS together with partners plays a central role in the processing of the data because it ensures that the devices speak the same language, so to speak, and that their data provide an uniform overall picture,” explains Dr Ulla Wandinger from TROPOS, who led the development of this model. But the analysis of the lidar and spectrometer data also includes several decades of know-how in cloud and aerosol observation from TROPOS: “The retrieval methods developed in our processors will ensure that the quality of the cloud and aerosol data will improve significantly,” reports Dr Anja Hünerbein, who played a key role in the development of the software for the passive spectrometer.

Researchers from TROPOS in Leipzig have not only worked on the software, but will also be involved in checking and calibrating the data. This is because careful validation of the measurements is necessary in order to achieve the ambitious scientific goals of the EarthCARE mission. The European research infrastructure ACTRIS (Aerosol, Clouds and Trace Gases Research Infrastructure) plays a major role in the validation process. The ACTRIS remote sensing stations are ideally equipped for this purpose: The standard equipment, consisting of a high-performance lidar and a sun photometer for aerosol measurements as well as a Doppler radar and a microwave radiometer for cloud measurements, together with the ACTRIS quality assurance concept, enables a detailed review of all EarthCARE aerosol and cloud products. “Workflows for observation, data processing and the provision of data in near real time have already been developed and extensively tested. For this summer, we are organising a campaign with over 40 stations that will last several months,” says Dr Holger Baars from TROPOS, who is coordinating the campaign. In addition to the TROPOS stations in Leipzig (Germany), Mindelo (Cabo Verde) and Dushanbe (Tajikistan), many ACTRIS stations throughout Europe will also be involved.
The extensive validation efforts carried out by TROPOS and many international research teams serve to precisely check the developed processors and the measured variables determined with them. Only then will it really be clear how well the properties of aerosol and clouds and their radiative effects can be determined by EarthCARE and how the globally measured data can be used to improve our understanding of the atmosphere. Europe’s new “eye” in space will be able to see the complicated interactions between clouds, aerosol and radiation more clearly and precisely than ever before with the help of the ground stations.

Publications (TROPOS authors marked in bold):

Hogan, R. J., Illingworth, A. J., Kollias, P., Okamoto, H., and Wandinger, U.: Preface to the special issue “EarthCARE Level 2 algorithms and data products”: Editorial in memory of Tobias Wehr, Atmos. Meas. Tech., 17, 3081–3083, , 2024. <Published: 22 May 2024>

Docter, N., Hünerbein, A., Donovan, D. P., Preusker, R., Fischer, J., Meirink, J. F., Stammes, P., and Eisinger, M.: Assessment of the spectral misalignment effect (SMILE) on EarthCARE’s Multi-Spectral Imager aerosol and cloud property retrievals, Atmos. Meas. Tech, 17, 2507-2519, , 2024. <Published: 23 Apr 2024>

Mason, S. L., Barker, H. W., Cole, J. N. S., Docter, N., Donovan, D. P., Hogan, R. J., Hünerbein, A., Kollias, P., Puigdomènech Treserras, B., Qu, Z., Wandinger, U., and van Zadelhoff, G.-J.: An intercomparison of EarthCARE cloud, aerosol, and precipitation retrieval products, Atmos. Meas. Tech, 17, 875-898, , 2024. <Published: 01 Feb 2024>

Hünerbein, A., Bley, S., Deneke, H., Meirink, J. F., van Zadelhoff, G.-J., and Walther, A.: Cloud optical and physical properties retrieval from EarthCARE multi-spectral imager: the M-COP products, Atmos. Meas. Tech, 17, 261-276, , 2024. <Published: 16 Jan 2024>

Haarig, M., Hünerbein, A., Wandinger, U., Docter, N., Bley, S., Donovan, D., and van Zadelhoff, G.-J.: Cloud top heights and aerosol columnar properties from combined EarthCARE lidar and imager observations: the AM-CTH and AM-ACD products, Atmos. Meas. Tech, 16, 5953-5975, , 2023. < Published: 13 Dec 2023>

Wandinger, U., Haarig, M., Baars, H., Donovan, D., and van Zadelhoff, G.-J.: Cloud top heights and aerosol layer properties from EarthCARE lidar observations: the A-CTH and A-ALD products, Atmos. Meas. Tech, 16, 4031-4052, , 2023. < Published: 07 Sep 2023>

Hünerbein, A., Bley, S., Horn, S., Deneke, H., and Walther, A.: Cloud mask algorithm from the EarthCARE Multi-Spectral Imager: the M-CM products, Atmos. Meas. Tech, 16, 2821-2836, , 2023. <Published: 7 Jun 2023>

Wandinger, U., Floutsi, A. A., Baars, H., Haarig, M., Ansmann, A., Hünerbein, A., Docter, N., Donovan, D., van Zadelhoff, G.-J., Mason, S., and Cole, J.: HETEAC – the Hybrid End-To-End Aerosol Classification model for EarthCARE, Atmos. Meas. Tech, 16, 2485-2510, , 2023. < Published: 25 May 2023>

AMT Special issue: EarthCARE Level 2 algorithms and data products
Editor(s): Ulla Wandinger, Pavlos Kollias, Anthony Illingworth, Hajime Okamoto, and Robin Hogan

This research has received funding from the European Space Agency (ESA) (grant nos. 4000112018/14/NL/CT (APRIL) and 4000134661/21/NL/AD (CARDINAL)). The publications were partially supported by the Open Access Publishing Fund of the Leibniz Association.

Contacts for the media:

Dr Ulla Wandinger
Department of Remote Sensing of Atmospheric Processes, Leibniz Institute for Tropospheric Research (TROPOS), Leipzig
Phone: +49-341-2717-7082
Dr Anja Hünerbein
Department of Remote Sensing of Atmospheric Processes, Leibniz Institute for Tropospheric Research (TROPOS), Leipzig
Phone +49-341-2717-7169
Dr Moritz Haarig
Department of Remote Sensing of Atmospheric Processes, Leibniz Institute for Tropospheric Research (TROPOS), Leipzig
Phone +49-341-2717-7188
Dr Holger Baars
Department of Remote Sensing of Atmospheric Processes, Leibniz Institute for Tropospheric Research (TROPOS), Leipzig
Phone +49-341-2717-7314

Tilo Arnhold, TROPOS Public Relations
Phone +49 341 2717-7189

Further information and links:

EarthCARE – ESA’s cloud and aerosol mission:
EarthCARE Information:
EarthCARE pictures:
EarthCARE Videos:

EarthCARE Blog:
Countdown: EarthCARE, Falcon 9 Block 5, SpaceX:
ESA Media advisory: EarthCARE launch media opportunities (ESA, 17 May 2024):…

Tracking interactions in Earth’s atmosphere (DLR, 1 February 2024):…
German EarthCARE project office:

EarthCARE Mission Validation, Featuring a 2-Month Rehearsal Campaign:

TROPOS- Studies on the technical realisation of future satellite missions:
EarthCARE – Earth Clouds, Aerosols and Radiation Explorer:…

Last experiments of the Aeolus satellite for TROPOS before re-entry into the Earth’s atmosphere (TROPOS, 28 July 2023):…
Major measurement campaign in the Atlantic begins (TROPOS, 30 June 2021):…
ADM Aeolus – Measuring the wind from space with a laser for the first time (TROPOS, 21.08.2018):…

The Leibniz Institute for Tropospheric Research (TROPOS) is a member of the Leibniz Association, which unites 96 independent research institutions. Their focus ranges from the natural, engineering and environmental sciences to economics, spatial and social sciences and the humanities. Leibniz Institutes are dedicated to socially, economically and ecologically relevant issues.
They conduct knowledge- and application-oriented research, including in the overarching Leibniz Research Alliances, are or maintain scientific infrastructures and offer research-based services. The Leibniz Association focuses on knowledge transfer, especially with the Leibniz Research Museums. It advises and informs politics, science, business and the public.
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The total budget of the institutes is 2 billion euros. They are jointly financed by the federal and state governments. The basic funding of the Leibniz Institute for Tropospheric Research (TROPOS) is provided by the Federal Ministry of Education and Research (BMBF) and the Saxon State Ministry of Science and the Arts (SMWK). The institute is co-financed by tax revenue on the basis of the budget approved by the Saxon State Parliament.

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AMT Special issue: EarthCARE Level 2 algorithms and data products
Editor(s): Ulla Wandinger, Pavlos Kollias, Anthony Illingworth, Hajime Okamoto, and Robin Hogan

Weitere Informationen:…

Media Contact

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Leibniz-Institut für Troposphärenforschung e. V.

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