Using a multiwavelength suite of microwave instruments to investigate the microphysical structure of deep convective cores.

NEXRAD processing code is available from https://github.com/ARM-DOE/pyart, https://github.com/CSU-Radarmet/CSU_RadarTools, and https://github.com/nasa/DualPol. AMPR processing code is available from https://github.com/nasa/PyAMPR. Due to the large natural variability of its microphysical properties,...

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Published in:Journal of Geophysical Research: Atmospheres
Main Authors: Battaglia, A., Mroz, K., Lang, T., Tridon, F., Tanelli, S., Tian, L., Heymsfield, G. M.
Format: Article in Journal/Newspaper
Language:English
Published: American Geophysical Union (AGU), Wiley 2016
Subjects:
Online Access:http://onlinelibrary.wiley.com/doi/10.1002/2016JD025269/abstract
http://hdl.handle.net/2381/38572
https://doi.org/10.1002/2016JD025269
id ftleicester:oai:lra.le.ac.uk:2381/38572
record_format openpolar
institution Open Polar
collection University of Leicester: Leicester Research Archive (LRA)
op_collection_id ftleicester
language English
topic convection
microphysics
radar
retrieval
spellingShingle convection
microphysics
radar
retrieval
Battaglia, A.
Mroz, K.
Lang, T.
Tridon, F.
Tanelli, S.
Tian, L.
Heymsfield, G. M.
Using a multiwavelength suite of microwave instruments to investigate the microphysical structure of deep convective cores.
topic_facet convection
microphysics
radar
retrieval
description NEXRAD processing code is available from https://github.com/ARM-DOE/pyart, https://github.com/CSU-Radarmet/CSU_RadarTools, and https://github.com/nasa/DualPol. AMPR processing code is available from https://github.com/nasa/PyAMPR. Due to the large natural variability of its microphysical properties, the characterization of solid precipitation is a longstanding problem. Since in situ observations are unavailable in severe convective systems, innovative remote sensing retrievals are needed to extend our understanding of such systems. This study presents a novel technique able to retrieve the density, mass, and effective diameter of graupel and hail in severe convection through the combination of airborne microwave remote sensing instruments. The retrieval is applied to measure solid precipitation properties within two convective cells observed on 23-24 May 2014 over North Carolina during the IPHEx campaign by the NASA ER-2 instrument suite. Between 30 and 40 degrees of freedom of signal are associated with the measurements, which is insufficient to provide full microphysics profiling. The measurements have the largest impact on the retrieval of ice particle sizes, followed by ice water contents. Ice densities are mainly driven by a priori assumptions, though low relative errors in ice densities suggest that in extensive regions of the convective system, only particles with densities larger than 0.4 g/cm(3) are compatible with the observations. This is in agreement with reports of large hail on the ground and with hydrometeor classification derived from ground-based polarimetric radars observations. This work confirms that multiple scattering generated by large ice hydrometeors in deep convection is relevant for airborne radar systems already at Ku band. A fortiori, multiple scattering will play a pivotal role in such conditions also for Ku band spaceborne radars (e.g., the GPM Dual Precipitation Radar). The work done by A. Battaglia and F. Tridon was funded by the project “Calibration and validation studies over the North Atlantic and UK for the Global Precipitation Mission” funded by the UK NERC (NE/L007169/1). The forward radar model code was courteously provided by R. Hogan (http://www.met.rdg.ac.uk/clouds/multiscatter/). This research used the ALICE High Performance Computing Facility at the University of Leicester. CRS was supported by the NASA ACE Mission formulation. HIWRAP was supported by GPM Ground Validation. EXRAD was supported by the NASA Airborne Instrument Technology Transition (AITT). ER-2 flights were jointly sponsored by GPM ground validation and the ACE Decadal Mission study. AMPRs participation was supported by GPM GV. Timothy Lang was supported by GPM GV. The work performed by Simone Tanelli was carried out at the Jet Propulsion Laboratory, California Institute of Technology under a contract with NASA in support to the preformulation phase studies for the ACE mission concept and to the GPM Science Team. NEXRAD data were obtained from NOAA via the online data set hosted by Amazon Web Services. Peer-reviewed Publisher Version
format Article in Journal/Newspaper
author Battaglia, A.
Mroz, K.
Lang, T.
Tridon, F.
Tanelli, S.
Tian, L.
Heymsfield, G. M.
author_facet Battaglia, A.
Mroz, K.
Lang, T.
Tridon, F.
Tanelli, S.
Tian, L.
Heymsfield, G. M.
author_sort Battaglia, A.
title Using a multiwavelength suite of microwave instruments to investigate the microphysical structure of deep convective cores.
title_short Using a multiwavelength suite of microwave instruments to investigate the microphysical structure of deep convective cores.
title_full Using a multiwavelength suite of microwave instruments to investigate the microphysical structure of deep convective cores.
title_fullStr Using a multiwavelength suite of microwave instruments to investigate the microphysical structure of deep convective cores.
title_full_unstemmed Using a multiwavelength suite of microwave instruments to investigate the microphysical structure of deep convective cores.
title_sort using a multiwavelength suite of microwave instruments to investigate the microphysical structure of deep convective cores.
publisher American Geophysical Union (AGU), Wiley
publishDate 2016
url http://onlinelibrary.wiley.com/doi/10.1002/2016JD025269/abstract
http://hdl.handle.net/2381/38572
https://doi.org/10.1002/2016JD025269
long_lat ENVELOPE(-116.403,-116.403,55.717,55.717)
geographic Leicester
geographic_facet Leicester
genre North Atlantic
genre_facet North Atlantic
op_relation http://www.ncbi.nlm.nih.gov/pubmed/27708991
Journal of Geophysical Research: Atmospheres, 2016, 121 (16), pp. 9356-9381
2169-897X
2169-8996
http://onlinelibrary.wiley.com/doi/10.1002/2016JD025269/abstract
http://hdl.handle.net/2381/38572
doi:10.1002/2016JD025269
JGRD53197
op_rights ©2016. The Authors. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
op_rightsnorm CC-BY
op_doi https://doi.org/10.1002/2016JD025269
container_title Journal of Geophysical Research: Atmospheres
container_volume 121
container_issue 16
container_start_page 9356
op_container_end_page 9381
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spelling ftleicester:oai:lra.le.ac.uk:2381/38572 2023-05-15T17:37:19+02:00 Using a multiwavelength suite of microwave instruments to investigate the microphysical structure of deep convective cores. Battaglia, A. Mroz, K. Lang, T. Tridon, F. Tanelli, S. Tian, L. Heymsfield, G. M. 2016-11-15T16:10:59Z http://onlinelibrary.wiley.com/doi/10.1002/2016JD025269/abstract http://hdl.handle.net/2381/38572 https://doi.org/10.1002/2016JD025269 en eng American Geophysical Union (AGU), Wiley http://www.ncbi.nlm.nih.gov/pubmed/27708991 Journal of Geophysical Research: Atmospheres, 2016, 121 (16), pp. 9356-9381 2169-897X 2169-8996 http://onlinelibrary.wiley.com/doi/10.1002/2016JD025269/abstract http://hdl.handle.net/2381/38572 doi:10.1002/2016JD025269 JGRD53197 ©2016. The Authors. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. CC-BY convection microphysics radar retrieval Journal Article 2016 ftleicester https://doi.org/10.1002/2016JD025269 2019-03-22T20:22:13Z NEXRAD processing code is available from https://github.com/ARM-DOE/pyart, https://github.com/CSU-Radarmet/CSU_RadarTools, and https://github.com/nasa/DualPol. AMPR processing code is available from https://github.com/nasa/PyAMPR. Due to the large natural variability of its microphysical properties, the characterization of solid precipitation is a longstanding problem. Since in situ observations are unavailable in severe convective systems, innovative remote sensing retrievals are needed to extend our understanding of such systems. This study presents a novel technique able to retrieve the density, mass, and effective diameter of graupel and hail in severe convection through the combination of airborne microwave remote sensing instruments. The retrieval is applied to measure solid precipitation properties within two convective cells observed on 23-24 May 2014 over North Carolina during the IPHEx campaign by the NASA ER-2 instrument suite. Between 30 and 40 degrees of freedom of signal are associated with the measurements, which is insufficient to provide full microphysics profiling. The measurements have the largest impact on the retrieval of ice particle sizes, followed by ice water contents. Ice densities are mainly driven by a priori assumptions, though low relative errors in ice densities suggest that in extensive regions of the convective system, only particles with densities larger than 0.4 g/cm(3) are compatible with the observations. This is in agreement with reports of large hail on the ground and with hydrometeor classification derived from ground-based polarimetric radars observations. This work confirms that multiple scattering generated by large ice hydrometeors in deep convection is relevant for airborne radar systems already at Ku band. A fortiori, multiple scattering will play a pivotal role in such conditions also for Ku band spaceborne radars (e.g., the GPM Dual Precipitation Radar). The work done by A. Battaglia and F. Tridon was funded by the project “Calibration and validation studies over the North Atlantic and UK for the Global Precipitation Mission” funded by the UK NERC (NE/L007169/1). The forward radar model code was courteously provided by R. Hogan (http://www.met.rdg.ac.uk/clouds/multiscatter/). This research used the ALICE High Performance Computing Facility at the University of Leicester. CRS was supported by the NASA ACE Mission formulation. HIWRAP was supported by GPM Ground Validation. EXRAD was supported by the NASA Airborne Instrument Technology Transition (AITT). ER-2 flights were jointly sponsored by GPM ground validation and the ACE Decadal Mission study. AMPRs participation was supported by GPM GV. Timothy Lang was supported by GPM GV. The work performed by Simone Tanelli was carried out at the Jet Propulsion Laboratory, California Institute of Technology under a contract with NASA in support to the preformulation phase studies for the ACE mission concept and to the GPM Science Team. NEXRAD data were obtained from NOAA via the online data set hosted by Amazon Web Services. Peer-reviewed Publisher Version Article in Journal/Newspaper North Atlantic University of Leicester: Leicester Research Archive (LRA) Leicester ENVELOPE(-116.403,-116.403,55.717,55.717) Journal of Geophysical Research: Atmospheres 121 16 9356 9381