Long-Term Observations of Microwave Brightness Temperatures over a Metropolitan Area: Comparison of Radiometric Data and Spectra Simulated with the Use of Radiosonde Measurements

Ground-based microwave radiometers are increasingly used in operational meteorology and nowcasting. These instruments continuously measure the spectra of downwelling atmospheric radiation in the range 20–60 GHz used for the retrieval of tropospheric temperature and water vapor profiles. Spectroscopi...

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Main Authors: Mikhail V. Belikovich, Mikhail Yu. Kulikov, Dmitry S. Makarov, Natalya K. Skalyga, Vitaly G. Ryskin, Alexander A. Shvetsov, Alexander A. Krasil’nikov, Svetlana O. Dementyeva, Evgeny A. Serov, Alexander M. Feigin
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/13/11/2061
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spelling doaj-7cf7716e143d454dba58d7f3bd9a95a12021-06-01T00:55:02ZengMDPI AGRemote Sensing2072-42922021-05-01132061206110.3390/rs13112061Long-Term Observations of Microwave Brightness Temperatures over a Metropolitan Area: Comparison of Radiometric Data and Spectra Simulated with the Use of Radiosonde MeasurementsMikhail V. Belikovich0Mikhail Yu. Kulikov1Dmitry S. Makarov2Natalya K. Skalyga3Vitaly G. Ryskin4Alexander A. Shvetsov5Alexander A. Krasil’nikov6Svetlana O. Dementyeva7Evgeny A. Serov8Alexander M. Feigin9Institute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov Str., 603950 Nizhny Novgorod, RussiaInstitute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov Str., 603950 Nizhny Novgorod, RussiaInstitute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov Str., 603950 Nizhny Novgorod, RussiaInstitute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov Str., 603950 Nizhny Novgorod, RussiaInstitute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov Str., 603950 Nizhny Novgorod, RussiaInstitute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov Str., 603950 Nizhny Novgorod, RussiaInstitute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov Str., 603950 Nizhny Novgorod, RussiaInstitute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov Str., 603950 Nizhny Novgorod, RussiaInstitute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov Str., 603950 Nizhny Novgorod, RussiaInstitute of Applied Physics of the Russian Academy of Sciences, 46 Ulyanov Str., 603950 Nizhny Novgorod, RussiaGround-based microwave radiometers are increasingly used in operational meteorology and nowcasting. These instruments continuously measure the spectra of downwelling atmospheric radiation in the range 20–60 GHz used for the retrieval of tropospheric temperature and water vapor profiles. Spectroscopic uncertainty is an important part of the retrieval error budget, as it leads to systematic bias. In this study, we analyze the difference between observed and simulated microwave spectra obtained from more than four years of microwave and radiosonde observations over Nizhny Novgorod (56.2° N, 44° E). We focus on zenith-measured and elevation-scanning data in clear-sky conditions. The simulated spectra are calculated by a radiative transfer model with the use of radiosonde profiles and different absorption models, corresponding to the latest spectroscopy research. In the case of zenith-measurements, we found a systematic bias (up to ~2 K) of simulated spectra at 51–54 GHz. The sign of bias depends on the absorption model. A thorough investigation of the error budget points to a spectroscopic nature of the observed differences. The dependence of the results on the elevation angle and absorption model can be explained by the basic properties of radiative transfer and by cloud contamination at elevation angles.https://www.mdpi.com/2072-4292/13/11/2061ground-based microwave measurementsradiosonde measurementsair absorption coefficientspectroscopic error
collection DOAJ
language English
format Article
sources DOAJ
author Mikhail V. Belikovich
Mikhail Yu. Kulikov
Dmitry S. Makarov
Natalya K. Skalyga
Vitaly G. Ryskin
Alexander A. Shvetsov
Alexander A. Krasil’nikov
Svetlana O. Dementyeva
Evgeny A. Serov
Alexander M. Feigin
spellingShingle Mikhail V. Belikovich
Mikhail Yu. Kulikov
Dmitry S. Makarov
Natalya K. Skalyga
Vitaly G. Ryskin
Alexander A. Shvetsov
Alexander A. Krasil’nikov
Svetlana O. Dementyeva
Evgeny A. Serov
Alexander M. Feigin
Long-Term Observations of Microwave Brightness Temperatures over a Metropolitan Area: Comparison of Radiometric Data and Spectra Simulated with the Use of Radiosonde Measurements
Remote Sensing
ground-based microwave measurements
radiosonde measurements
air absorption coefficient
spectroscopic error
author_facet Mikhail V. Belikovich
Mikhail Yu. Kulikov
Dmitry S. Makarov
Natalya K. Skalyga
Vitaly G. Ryskin
Alexander A. Shvetsov
Alexander A. Krasil’nikov
Svetlana O. Dementyeva
Evgeny A. Serov
Alexander M. Feigin
author_sort Mikhail V. Belikovich
title Long-Term Observations of Microwave Brightness Temperatures over a Metropolitan Area: Comparison of Radiometric Data and Spectra Simulated with the Use of Radiosonde Measurements
title_short Long-Term Observations of Microwave Brightness Temperatures over a Metropolitan Area: Comparison of Radiometric Data and Spectra Simulated with the Use of Radiosonde Measurements
title_full Long-Term Observations of Microwave Brightness Temperatures over a Metropolitan Area: Comparison of Radiometric Data and Spectra Simulated with the Use of Radiosonde Measurements
title_fullStr Long-Term Observations of Microwave Brightness Temperatures over a Metropolitan Area: Comparison of Radiometric Data and Spectra Simulated with the Use of Radiosonde Measurements
title_full_unstemmed Long-Term Observations of Microwave Brightness Temperatures over a Metropolitan Area: Comparison of Radiometric Data and Spectra Simulated with the Use of Radiosonde Measurements
title_sort long-term observations of microwave brightness temperatures over a metropolitan area: comparison of radiometric data and spectra simulated with the use of radiosonde measurements
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2021-05-01
description Ground-based microwave radiometers are increasingly used in operational meteorology and nowcasting. These instruments continuously measure the spectra of downwelling atmospheric radiation in the range 20–60 GHz used for the retrieval of tropospheric temperature and water vapor profiles. Spectroscopic uncertainty is an important part of the retrieval error budget, as it leads to systematic bias. In this study, we analyze the difference between observed and simulated microwave spectra obtained from more than four years of microwave and radiosonde observations over Nizhny Novgorod (56.2° N, 44° E). We focus on zenith-measured and elevation-scanning data in clear-sky conditions. The simulated spectra are calculated by a radiative transfer model with the use of radiosonde profiles and different absorption models, corresponding to the latest spectroscopy research. In the case of zenith-measurements, we found a systematic bias (up to ~2 K) of simulated spectra at 51–54 GHz. The sign of bias depends on the absorption model. A thorough investigation of the error budget points to a spectroscopic nature of the observed differences. The dependence of the results on the elevation angle and absorption model can be explained by the basic properties of radiative transfer and by cloud contamination at elevation angles.
topic ground-based microwave measurements
radiosonde measurements
air absorption coefficient
spectroscopic error
url https://www.mdpi.com/2072-4292/13/11/2061
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