Articles | Volume 19, issue 9
https://doi.org/10.5194/tc-19-4011-2025
https://doi.org/10.5194/tc-19-4011-2025
Research article
 | 
24 Sep 2025
Research article |  | 24 Sep 2025

Retrieval of atmospheric water vapor and temperature profiles over Antarctica from satellite microwave observations using an iterative approach

Zhimeng Zhang, Shannon Brown, and Andreas Colliander

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Cited articles

de Roda Husman, S., Lhermitte, S., Bolibar, J., Izeboud, M., Hu, Z., Shukla, S., van der Meer, M., Long, D., and Wouters, B.: A high-resolution record of surface melt on Antarctic ice shelves using multi-source remote sensing data and deep learning, Remote Sens. Environ., 301, 113950, https://doi.org/10.1016/j.rse.2023.113950, 2024. 
Durre, I., Vose, R. S., and Wuertz, D. B.: Overview of the Integrated Global Radiosonde Archive, J. Climate, 19, 53–68, https://doi.org/10.1175/JCLI3594.1, 2006. 
Global Modeling and Assimilation Office (GMAO): MERRA-2 tavg3_3d_asm_Nv: 3d,3-Hourly,Time-Averaged, Model-Level, Assimilation, Assimilated Meteorological Fields V5.12.4, Greenbelt, MD, USA, Goddard Earth Sciences Data and Information Services Center (GES DISC) [data set], https://doi.org/10.5067/SUOQESM06LPK, 2015a. 
Global Modeling and Assimilation Office (GMAO): MERRA-2 tavg1_2d_slv_Nx: 2d, 1-Hourly, Time-Averaged, Single-Level, Assimilation, Single-Level Diagnostics V5.12.4, Greenbelt, MD, USA, Goddard Earth Sciences Data and Information Services Center (GES DISC) [data set], https://doi.org/10.5067/VJAFPLI1CSIV, 2015b. 
Goldberg, M. D. and Weng, F.: Advanced Technology Microwave Sounder, Earth Science Satellite Remote Sensing: Science and Instruments, 1, 243–253, Berlin, Heidelberg, Springer Berlin Heidelberg, https://doi.org/10.1007/978-3-540-37293-6_13, 2006. 
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Short summary
Retrieving accurate water vapor and temperature profiles over land is challenging due to uncertainties in estimating surface emissions. To address this, we have developed an iterative method that combines atmospheric retrieval with surface emissions estimation. Using Advanced Technology Microwave Sounder (ATMS) data across various microwave frequencies, we successfully tracked atmospheric temperature and humidity changes. Testing against Radiosonde data showed our method is efficient and accurate, especially in detecting melting events.
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