Planetary Boundary Layer Structure as the Primary Driver of Simulated Impact Multipath in GNSS Radio Occultation

Simulated impact multipath (SIM) occurs when forward operators propagate Global Navigation Satellite System (GNSS) radio occultation (RO) signals through strongly nonspherical atmospheric structures, producing multivalued bending angles that cannot be assimilated directly. In this study, the relationships between SIM and planetary boundary layer (PBL) structures were quantified using COSMIC-2 RO observations and ERA5 reanalysis during two periods (January and July 2022). The results show that SIM affects ~36% of RO profiles, with more than 70% of cases occurring within 0.5 km above the diagnosed PBL top. By defining the simulated impact multipath height (SIMH) as the first detection level of SIM, we found that discarding data below the SIMH reduces bending angle biases by more than half and substantially decreases their scatter. These results provide direct physical evidence linking SIM to strong vertical gradients near PBL structures and establish a quantitative basis for simple, effective quality control, thereby improving weather prediction, particularly in the data-sparse tropical lower troposphere.

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Publication Details

Journal
Remote Sensing
Published
2026-01-20
DOI
https://doi.org/10.3390/rs18020352
Primary Topic
Ionosphere and magnetosphere dynamics
Type
article
Field-Weighted Citation Impact
0.00

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article

Planetary Boundary Layer Structure as the Primary Driver of Simulated Impact Multipath in GNSS Radio Occultation

Shengpeng Yang, Li Wang
Remote Sensing
Ionosphere and magnetosphere dynamics
article

Planetary Boundary Layer Structure as the Primary Driver of Simulated Impact Multipath in GNSS Radio Occultation

Shengpeng Yang, Li Wang
article en

Abstract

Simulated impact multipath (SIM) occurs when forward operators propagate Global Navigation Satellite System (GNSS) radio occultation (RO) signals through strongly nonspherical atmospheric structures, producing multivalued bending angles that cannot be assimilated directly. In this study, the relationships between SIM and planetary boundary layer (PBL) structures were quantified using COSMIC-2 RO observations and ERA5 reanalysis during two periods (January and July 2022). The results show that SIM affects ~36% of RO profiles, with more than 70% of cases occurring within 0.5 km above the diagnosed PBL top. By defining the simulated impact multipath height (SIMH) as the first detection level of SIM, we found that discarding data below the SIMH reduces bending angle biases by more than half and substantially decreases their scatter. These results provide direct physical evidence linking SIM to strong vertical gradients near PBL structures and establish a quantitative basis for simple, effective quality control, thereby improving weather prediction, particularly in the data-sparse tropical lower troposphere.

Remote SensingVol. 18(2)
Nanjing University of Information Science and Technology (CN)
National Natural Science Foundation of China, Government of Jiangsu Province, Guangxi Key Research and Development Program
Climate action
Openalex Percentile: Top 80%
Ionosphere and magnetosphere dynamics
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