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March 10, 2026Earth and Space Science0 citationsOpen Access

Airborne Passive Microwave Retrievals of Cloud Liquid Water, Total Precipitable Water, and Near‐Surface Wind Speed in the Maritime Tropics

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CACorey G. AmiotTLTimothy J. LangBDBastiaan van Diedenhoven

Key Points

  • This research aims to enhance the accuracy of microwave retrievals for cloud liquid water, precipitable water, and wind speed specifically in maritime tropical environments.
  • Improved retrieval equations were developed for cloud liquid water, total precipitable water, and wind speed using AMPR data.
  • Validation of retrievals was performed using independent datasets including airborne polarimeter data and dropsondes.
  • Multi-linear regression techniques were employed for data analysis and comparison with numerical simulations.
  • The updated cloud liquid water retrieval method demonstrated nearly an order of magnitude improvement over previous methods.
  • Validation with airborne polarimeter-derived liquid water showed a median absolute deviation lower than earlier equations.
  • In situ measurements of precipitable water and wind speed showed mean deviations within target uncertainties, indicating good performance.

Abstract

Abstract This paper describes improvements to geophysical retrievals from NASA's Advanced Microwave Precipitation Radiometer (AMPR) during the Cloud, Aerosol and Monsoon Processes Philippines Experiment (CAMP 2 Ex). The retrieved products are validated using independent data sets, and example applications in addressing science questions about the maritime tropics are provided. Multi‐linear regression equations previously developed to retrieve cloud liquid water path (CLW), total precipitable water vapor (WV), and 10‐m wind speed (WS) from AMPR brightness temperatures in the midlatitudes were examined. Initial testing revealed that the CLW methods required modification for the maritime tropics, likely due to the stark environmental differences. Minor WS adjustments were also needed to account for the presence of a new AMPR radome. Compared with numerical simulations, the updated CLW equation performed nearly an order of magnitude better than its predecessor. Validating AMPR CLW with airborne polarimeter‐derived CLW throughout CAMP 2 Ex yielded a median absolute deviation that is less than the predecessor CLW equation's uncertainty and comparable to CLW precisions observed in past studies. In situ WV and WS validation using dropsondes was promising, with mean deviations that are less than their target uncertainties. Correlating AMPR CLW with polarimeter‐derived cloud‐top height (CTH) indicated an expected CLW ∝ CTH 2 relation for CTH 4 km may have been associated with cloud droplet removal via accretion and/or mixed‐phase onset. These results demonstrate the power of airborne radiometer geophysical retrievals as standalone metrics and the insight they provide when used alongside other data sets.

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Cite This Study

Amiot et al. (2026) studied this question.

synapsesocial.com/papers/69af957570916d39fea4d19ahttps://doi.org/10.1029/2025ea004690
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