Atmospheric Measurement Techniques
Atmospheric Measurement Techniques
Atmospheric Measurement Techniques
Articles | Volume 15, issue 6
Articles | Volume 15, issue 6
Atmos. Meas. Tech., 15, 1779–1793, 2022
https://doi.org/10.5194/amt-15-1779-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
Atmos. Meas. Tech., 15, 1779–1793, 2022
https://doi.org/10.5194/amt-15-1779-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 15, issue 6
Research article
24 Mar 2022
Research article | 24 Mar 2022

Time evolution of temperature profiles retrieved from 13 years of infrared atmospheric sounding interferometer (IASI) data using an artificial neural network

Marie Bouillon et al.

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Short summary
The IASI instruments have been observing Earth since 2007. We use a neural network to retrieve atmospheric temperatures. This new temperature data record is validated against other datasets and shows good agreement. We use this new dataset to compute trends over the 2008–2020 period. We found a warming of the troposphere, more important at the poles. In the stratosphere, we found that temperatures decrease everywhere except at the South Pole. The cooling is more pronounced at the South pole.
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