Linkage Between Radar Reflectivity Slope and Raindrop Size Distribution in Precipitation with Bright Bands

This study investigates the linkage between the radar reflectivity slope and raindrop size distribution (DSD) in precipitation with bright bands through coordinated C-band/Ka-band radar and disdrometer observations in southern China. Precipitation is classified into three types based on the reflecti...

Full description

Saved in:
Bibliographic Details
Published inRemote sensing (Basel, Switzerland) Vol. 17; no. 14; p. 2393
Main Authors Li, Qinghui, Sun, Xuejin, Liu, Xichuan, Li, Haoran
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.07.2025
Subjects
Online AccessGet full text
ISSN2072-4292
2072-4292
DOI10.3390/rs17142393

Cover

Loading…
Abstract This study investigates the linkage between the radar reflectivity slope and raindrop size distribution (DSD) in precipitation with bright bands through coordinated C-band/Ka-band radar and disdrometer observations in southern China. Precipitation is classified into three types based on the reflectivity slope (K-value) below the freezing level, revealing distinct microphysical regimes: Type 1 (K = 0 to −0.9) shows coalescence-dominated growth; Type 2 (|K| > 0.9) shows the balance between coalescence and evaporation/size sorting; and Type 3 (K = 0.9 to 0) demonstrates evaporation/size-sorting effects. Surface DSD analysis demonstrates distinct precipitation characteristics across classification types. Type 3 has the highest frequency of occurrence. A gradual decrease in the mean rain rates is observed from Type 1 to Type 3, with Type 3 exhibiting significantly lower rainfall intensities compared to Type 1. At equivalent rainfall rates, Type 2 exhibits unique microphysical signatures with larger mass-weighted mean diameters (Dm) compared to other types. These differences are due to Type 2 maintaining a high relative humidity above the freezing level (influencing initial Dm at bottom of melting layer) but experiencing limited Dm growth due to a dry warm rain layer and downdrafts. Type 1 shows opposite characteristics—a low initial Dm from the dry upper layers but maximum growth through the moist warm rain layer and updrafts. Type 3 features intermediate humidity throughout the column with updrafts and downdrafts coexisting in the warm rain layer, producing moderate growth.
AbstractList This study investigates the linkage between the radar reflectivity slope and raindrop size distribution (DSD) in precipitation with bright bands through coordinated C-band/Ka-band radar and disdrometer observations in southern China. Precipitation is classified into three types based on the reflectivity slope (K-value) below the freezing level, revealing distinct microphysical regimes: Type 1 (K = 0 to −0.9) shows coalescence-dominated growth; Type 2 (|K| > 0.9) shows the balance between coalescence and evaporation/size sorting; and Type 3 (K = 0.9 to 0) demonstrates evaporation/size-sorting effects. Surface DSD analysis demonstrates distinct precipitation characteristics across classification types. Type 3 has the highest frequency of occurrence. A gradual decrease in the mean rain rates is observed from Type 1 to Type 3, with Type 3 exhibiting significantly lower rainfall intensities compared to Type 1. At equivalent rainfall rates, Type 2 exhibits unique microphysical signatures with larger mass-weighted mean diameters (Dm) compared to other types. These differences are due to Type 2 maintaining a high relative humidity above the freezing level (influencing initial Dm at bottom of melting layer) but experiencing limited Dm growth due to a dry warm rain layer and downdrafts. Type 1 shows opposite characteristics—a low initial Dm from the dry upper layers but maximum growth through the moist warm rain layer and updrafts. Type 3 features intermediate humidity throughout the column with updrafts and downdrafts coexisting in the warm rain layer, producing moderate growth.
This study investigates the linkage between the radar reflectivity slope and raindrop size distribution (DSD) in precipitation with bright bands through coordinated C-band/Ka-band radar and disdrometer observations in southern China. Precipitation is classified into three types based on the reflectivity slope (K-value) below the freezing level, revealing distinct microphysical regimes: Type 1 (K = 0 to −0.9) shows coalescence-dominated growth; Type 2 (|K| > 0.9) shows the balance between coalescence and evaporation/size sorting; and Type 3 (K = 0.9 to 0) demonstrates evaporation/size-sorting effects. Surface DSD analysis demonstrates distinct precipitation characteristics across classification types. Type 3 has the highest frequency of occurrence. A gradual decrease in the mean rain rates is observed from Type 1 to Type 3, with Type 3 exhibiting significantly lower rainfall intensities compared to Type 1. At equivalent rainfall rates, Type 2 exhibits unique microphysical signatures with larger mass-weighted mean diameters (D [sub.m]) compared to other types. These differences are due to Type 2 maintaining a high relative humidity above the freezing level (influencing initial D [sub.m] at bottom of melting layer) but experiencing limited D [sub.m] growth due to a dry warm rain layer and downdrafts. Type 1 shows opposite characteristics—a low initial D [sub.m] from the dry upper layers but maximum growth through the moist warm rain layer and updrafts. Type 3 features intermediate humidity throughout the column with updrafts and downdrafts coexisting in the warm rain layer, producing moderate growth.
Audience Academic
Author Li, Haoran
Liu, Xichuan
Sun, Xuejin
Li, Qinghui
Author_xml – sequence: 1
  givenname: Qinghui
  orcidid: 0000-0002-6574-8808
  surname: Li
  fullname: Li, Qinghui
– sequence: 2
  givenname: Xuejin
  surname: Sun
  fullname: Sun, Xuejin
– sequence: 3
  givenname: Xichuan
  orcidid: 0000-0002-3393-3988
  surname: Liu
  fullname: Liu, Xichuan
– sequence: 4
  givenname: Haoran
  orcidid: 0000-0002-3435-8698
  surname: Li
  fullname: Li, Haoran
BookMark eNpNkUtvEzEUhS3USpTSTX-BJXZIKX7NeLxsSoFKkUB9rC0_7qQ3pPbgcajKr8dtEGAvbB2f8_lK5w05SDkBIaecnUlp2Icyc82VkEa-IkeCabFQwoiD_-6vyck8b1hbUnLD1BHZrDB9d2ugS6iPAIleu-gKvYZxC6HiT6xP9GabJ6AuxfaIKZY80Rv8BfQjzrWg31XMiWKi3woEnLC6F-ER6z1dFlzfV7ps4fktORzddoaTP-cxuft0eXvxZbH6-vnq4ny1CLLndREG77100QQvxi7ErmeSa8WkNoNnvQQNIahovNDCOKa58HLULDgAM8aOyWNytefG7DZ2KvjgypPNDu2LkMvaulIxbMH2QbDY-6h5x1T7ZFCuwaRQRvTOcdNY7_asqeQfO5ir3eRdSW18K4V8Npq-a66zvWvtGhTTmGtxoe0IDxhaSSM2_XxobiYVG1rg_T4QSp7nAuPfMTmzz13af13K327ykiM
Cites_doi 10.1175/1520-0469(2003)060<0354:RSDIDC>2.0.CO;2
10.1029/2018JD029454
10.1175/1520-0450(2001)040<2165:AOBCMO>2.0.CO;2
10.1175/JTECH-D-13-00174.1
10.1109/36.917906
10.1007/s10712-009-9079-x
10.1175/2008JAMC1890.1
10.5194/amt-15-6181-2022
10.1002/qj.2520
10.1016/j.atmosres.2020.105372
10.1017/CBO9780511541094
10.1175/2010JHM1244.1
10.1175/1520-0469(1984)041<1648:FFTSOD>2.0.CO;2
10.1175/1520-0469(1995)052<0838:LTROOT>2.0.CO;2
10.1109/TGRS.2016.2580526
10.2151/jmsj1965.63.1_100
10.2151/jmsj1965.56.4_293
10.1175/1520-0450(2004)043<0090:RSDARP>2.0.CO;2
10.1029/2024JD041824
10.1029/RG011i001p00001
10.1175/1520-0450(1983)022<1764:NVITAF>2.0.CO;2
10.1007/s00376-016-5235-7
10.1175/1520-0450(2004)043<0461:DSDRWP>2.0.CO;2
10.1175/1520-0450(2001)040<1118:TCONDT>2.0.CO;2
10.1175/JHM-D-17-0003.1
10.1175/1520-0450(1977)016<0595:RRFMIP>2.0.CO;2
10.1038/284088b0
10.1175/BAMS-D-13-00164.1
10.1175/1520-0450(1999)038<0302:TRAWCA>2.0.CO;2
10.1029/1998JD200098
10.1029/2012JD018134
10.1175/JAS-D-14-0194.1
10.1175/1520-0469(1971)028<0983:DROODS>2.0.CO;2
10.1175/1520-0450(1996)035<0355:EFTRSO>2.0.CO;2
10.1175/1520-0450(1993)032<0608:WRIAOO>2.0.CO;2
10.1175/JAS-D-13-0357.1
10.1002/qj.3803
ContentType Journal Article
Copyright COPYRIGHT 2025 MDPI AG
2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: COPYRIGHT 2025 MDPI AG
– notice: 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
7QF
7QO
7QQ
7QR
7SC
7SE
7SN
7SP
7SR
7TA
7TB
7U5
8BQ
8FD
8FE
8FG
ABJCF
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BGLVJ
BHPHI
BKSAR
C1K
CCPQU
DWQXO
F28
FR3
H8D
H8G
HCIFZ
JG9
JQ2
KR7
L6V
L7M
L~C
L~D
M7S
P5Z
P62
P64
PCBAR
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PTHSS
DOA
DOI 10.3390/rs17142393
DatabaseName CrossRef
Aluminium Industry Abstracts
Biotechnology Research Abstracts
Ceramic Abstracts
Chemoreception Abstracts
Computer and Information Systems Abstracts
Corrosion Abstracts
Ecology Abstracts
Electronics & Communications Abstracts
Engineered Materials Abstracts
Materials Business File
Mechanical & Transportation Engineering Abstracts
Solid State and Superconductivity Abstracts
METADEX
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
Materials Science & Engineering Collection
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
Natural Science Collection
Earth, Atmospheric & Aquatic Science Collection
Environmental Sciences and Pollution Management
ProQuest One Community College
ProQuest Central
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
Aerospace Database
Copper Technical Reference Library
SciTech Premium Collection
Materials Research Database
ProQuest Computer Science Collection
Civil Engineering Abstracts
ProQuest Engineering Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
Engineering Database
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
Biotechnology and BioEngineering Abstracts
Earth, Atmospheric & Aquatic Science Database
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Engineering Collection
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
Materials Research Database
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
SciTech Premium Collection
ProQuest Central China
Materials Business File
Environmental Sciences and Pollution Management
ProQuest One Applied & Life Sciences
Engineered Materials Abstracts
Natural Science Collection
Chemoreception Abstracts
ProQuest Central (New)
Engineering Collection
ANTE: Abstracts in New Technology & Engineering
Advanced Technologies & Aerospace Collection
Engineering Database
Aluminium Industry Abstracts
ProQuest One Academic Eastern Edition
Electronics & Communications Abstracts
Earth, Atmospheric & Aquatic Science Database
ProQuest Technology Collection
Ceramic Abstracts
Ecology Abstracts
Biotechnology and BioEngineering Abstracts
ProQuest One Academic UKI Edition
Solid State and Superconductivity Abstracts
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest One Academic Middle East (New)
Mechanical & Transportation Engineering Abstracts
ProQuest Central (Alumni Edition)
ProQuest One Community College
Earth, Atmospheric & Aquatic Science Collection
ProQuest Central
Aerospace Database
Copper Technical Reference Library
ProQuest Engineering Collection
Biotechnology Research Abstracts
ProQuest Central Korea
Advanced Technologies Database with Aerospace
Civil Engineering Abstracts
ProQuest SciTech Collection
METADEX
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
Materials Science & Engineering Collection
Corrosion Abstracts
DatabaseTitleList Publicly Available Content Database

CrossRef

Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Geography
EISSN 2072-4292
ExternalDocumentID oai_doaj_org_article_6c20d6bd7150417484ab3f324926aa19
A849903408
10_3390_rs17142393
GeographicLocations China
GeographicLocations_xml – name: China
GroupedDBID 29P
2WC
2XV
5VS
8FE
8FG
8FH
AADQD
AAHBH
AAYXX
ABDBF
ABJCF
ACUHS
ADBBV
ADMLS
AENEX
AFKRA
AFZYC
ALMA_UNASSIGNED_HOLDINGS
ARAPS
BCNDV
BENPR
BGLVJ
BHPHI
BKSAR
CCPQU
CITATION
E3Z
ESX
FRP
GROUPED_DOAJ
HCIFZ
I-F
IAO
ITC
KQ8
L6V
LK5
M7R
M7S
MODMG
M~E
OK1
P62
PCBAR
PHGZM
PHGZT
PIMPY
PQGLB
PROAC
PTHSS
TR2
TUS
7QF
7QO
7QQ
7QR
7SC
7SE
7SN
7SP
7SR
7TA
7TB
7U5
8BQ
8FD
ABUWG
AZQEC
C1K
DWQXO
F28
FR3
H8D
H8G
JG9
JQ2
KR7
L7M
L~C
L~D
P64
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
PUEGO
ID FETCH-LOGICAL-c361t-c8bbb3ad9cb2f5cd560317403798b063e7ecc4d9b2729a0712b3f70caee9fd503
IEDL.DBID DOA
ISSN 2072-4292
IngestDate Wed Aug 27 01:24:38 EDT 2025
Fri Jul 25 19:11:51 EDT 2025
Tue Aug 05 03:51:44 EDT 2025
Wed Jul 16 16:45:44 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 14
Language English
License https://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c361t-c8bbb3ad9cb2f5cd560317403798b063e7ecc4d9b2729a0712b3f70caee9fd503
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-3393-3988
0000-0002-3435-8698
0000-0002-6574-8808
OpenAccessLink https://doaj.org/article/6c20d6bd7150417484ab3f324926aa19
PQID 3233249965
PQPubID 2032338
ParticipantIDs doaj_primary_oai_doaj_org_article_6c20d6bd7150417484ab3f324926aa19
proquest_journals_3233249965
gale_infotracacademiconefile_A849903408
crossref_primary_10_3390_rs17142393
PublicationCentury 2000
PublicationDate 2025-07-01
PublicationDateYYYYMMDD 2025-07-01
PublicationDate_xml – month: 07
  year: 2025
  text: 2025-07-01
  day: 01
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Remote sensing (Basel, Switzerland)
PublicationYear 2025
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References Raupach (ref_16) 2016; 2016
Zeng (ref_5) 2020; 250
Tokay (ref_15) 2017; 18
Atlas (ref_37) 1942; 39
Liu (ref_31) 2008; 47
Zhang (ref_40) 2001; 39
Tokay (ref_35) 1999; 38
Yokoyama (ref_27) 1985; 63
Battan (ref_24) 2010; 16
Beard (ref_10) 1993; 32
Bringi (ref_7) 2003; 60
Villarini (ref_12) 2009; 31
Hersbach (ref_22) 2020; 146
ref_32
Williams (ref_14) 2016; 54
Huang (ref_11) 2019; 124
Ding (ref_21) 2022; 15
Willis (ref_29) 1984; 41
Jaffrain (ref_19) 2011; 12
Fabry (ref_25) 1957; 52
Testud (ref_30) 2001; 40
Nzeukou (ref_33) 2004; 43
Hou (ref_6) 2014; 95
Kumjian (ref_8) 2014; 71
Li (ref_23) 2025; 130
Sekhon (ref_28) 1971; 28
Atlas (ref_18) 1973; 11
Liu (ref_9) 2013; 118
Brandes (ref_41) 2004; 43
Ulbrich (ref_1) 1983; 22
Atlas (ref_36) 1999; 104
Takeda (ref_26) 1978; 56
Schumacher (ref_39) 2015; 141
Tokay (ref_13) 2014; 31
ref_3
ref_2
Tokay (ref_34) 1996; 35
Pang (ref_20) 2021; 38
Wu (ref_17) 2017; 34
ref_4
Zhu (ref_38) 2014; 72
References_xml – volume: 60
  start-page: 354
  year: 2003
  ident: ref_7
  article-title: Raindrop size distribution in different climatic regimes from disdrometer and dual-polarized radar analysis
  publication-title: J. Atmos. Sci.
  doi: 10.1175/1520-0469(2003)060<0354:RSDIDC>2.0.CO;2
– ident: ref_32
– volume: 124
  start-page: 3124
  year: 2019
  ident: ref_11
  article-title: Precipitation Microphysics of Tropical Cyclones Over the Western North Pacific Based on GPM DPR Observations: A Preliminary Analysis
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2018JD029454
– volume: 39
  start-page: 2165
  year: 1942
  ident: ref_37
  article-title: An Observationally Based Conceptual Model of Warm Oceanic Convective Rain in the Tropics
  publication-title: J. Appl. Meteorol.
  doi: 10.1175/1520-0450(2001)040<2165:AOBCMO>2.0.CO;2
– volume: 31
  start-page: 1276
  year: 2014
  ident: ref_13
  article-title: Evaluation of the new version of the laser-optical disdrometer, OTT Parsivel 2
  publication-title: J. Atmos. Ocean. Technol.
  doi: 10.1175/JTECH-D-13-00174.1
– volume: 39
  start-page: 830
  year: 2001
  ident: ref_40
  article-title: A method for estimating rain rate and drop size distribution from polarimetric radar measurements
  publication-title: IEEE Trans. Geosci. Remote Sens.
  doi: 10.1109/36.917906
– volume: 31
  start-page: 107
  year: 2009
  ident: ref_12
  article-title: Review of the Different Sources of Uncertainty in Single Polarization Radar-Based Estimates of Rainfall
  publication-title: Surv. Geophys.
  doi: 10.1007/s10712-009-9079-x
– volume: 47
  start-page: 2712
  year: 2008
  ident: ref_31
  article-title: A cloud and precipitation feature database from nine years of TRMM observations
  publication-title: J. Appl. Meteorol. Climatol.
  doi: 10.1175/2008JAMC1890.1
– volume: 15
  start-page: 6181
  year: 2022
  ident: ref_21
  article-title: Improved spectral processing for a multi-mode pulse compression Ka-Ku-band cloud radar system
  publication-title: Atmos. Meas. Tech.
  doi: 10.5194/amt-15-6181-2022
– volume: 38
  start-page: 1697
  year: 2021
  ident: ref_20
  article-title: Estimating Raindrop Size Distributions and Vertical Air Motions with Spectral Difference Using Vertically Pointing Radar
  publication-title: J. Atmos. Ocean. Technol.
– volume: 141
  start-page: 2277
  year: 2015
  ident: ref_39
  article-title: Vertical motions of the tropical convective cloud spectrum over Darwin, Australia
  publication-title: Q. J. R. Meteorol. Soc.
  doi: 10.1002/qj.2520
– volume: 250
  start-page: 105372
  year: 2020
  ident: ref_5
  article-title: An investigation of convective features and Z-R relationships for a local extreme precipitation event
  publication-title: Atmos. Res.
  doi: 10.1016/j.atmosres.2020.105372
– ident: ref_2
  doi: 10.1017/CBO9780511541094
– volume: 12
  start-page: 352
  year: 2011
  ident: ref_19
  article-title: Experimental Quantification of the Sampling Uncertainty Associated with Measurements from PARSIVEL Disdrometers
  publication-title: J. Hydrometeorol.
  doi: 10.1175/2010JHM1244.1
– volume: 41
  start-page: 1648
  year: 1984
  ident: ref_29
  article-title: Functional Fits to Some Observed Drop Size Distributions and Parameterization of Rain
  publication-title: J. Atmos. Sci.
  doi: 10.1175/1520-0469(1984)041<1648:FFTSOD>2.0.CO;2
– volume: 52
  start-page: 838
  year: 1957
  ident: ref_25
  article-title: Long-Term Radar Observations of the Melting Layer of Precipitation and Their Interpretation
  publication-title: J. Atmos. Sci.
  doi: 10.1175/1520-0469(1995)052<0838:LTROOT>2.0.CO;2
– volume: 54
  start-page: 6048
  year: 2016
  ident: ref_14
  article-title: Vertical air motions and raindrop size distributions estimated using mean Doppler velocity difference from 3-and 35-GHz vertically pointing radars
  publication-title: IEEE Trans. Geosci. Remote Sens.
  doi: 10.1109/TGRS.2016.2580526
– volume: 63
  start-page: 100
  year: 1985
  ident: ref_27
  article-title: Observation on Microphysical Processes in the Stratiform Precipitations Including Melting Layers at Mt. Fuji
  publication-title: J. Meteorol. Soc. Japan. Ser. II
  doi: 10.2151/jmsj1965.63.1_100
– volume: 56
  start-page: 293
  year: 1978
  ident: ref_26
  article-title: Micro-Physical Processes around Melting Layer in Precipitating Clouds as Observed by Vertically Pointing Radar
  publication-title: J. Meteorol. Soc. Jpn.
  doi: 10.2151/jmsj1965.56.4_293
– ident: ref_4
– volume: 43
  start-page: 90
  year: 2004
  ident: ref_33
  article-title: Raindrop Size Distribution and Radar Parameters at Cape Verde
  publication-title: J. Appl. Meteorol.
  doi: 10.1175/1520-0450(2004)043<0090:RSDARP>2.0.CO;2
– volume: 130
  start-page: e2024JD041824
  year: 2025
  ident: ref_23
  article-title: On the Quantification of Thermodynamic Phases of Raining Clouds: Insights From Multi-Year CloudSat and Ground-Based Radar Observations Over Longmen, Southern China
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2024JD041824
– volume: 2016
  start-page: 1
  year: 2016
  ident: ref_16
  article-title: Retrieval of the raindrop size distribution from polarimetric radar data using double-moment normalisation
  publication-title: Atmos. Meas. Tech. Discuss.
– volume: 11
  start-page: 1
  year: 1973
  ident: ref_18
  article-title: Doppler radar characteristics of precipitation at vertical incidence
  publication-title: Rev. Geophys.
  doi: 10.1029/RG011i001p00001
– volume: 22
  start-page: 1764
  year: 1983
  ident: ref_1
  article-title: Natural variations in the analytical form of the raindrop size distribution
  publication-title: J. Clim. Appl. Meteorol.
  doi: 10.1175/1520-0450(1983)022<1764:NVITAF>2.0.CO;2
– volume: 34
  start-page: 727
  year: 2017
  ident: ref_17
  article-title: Statistical characteristics of raindrop size distribution in the Tibetan Plateau and southern China
  publication-title: Adv. Atmos. Sci.
  doi: 10.1007/s00376-016-5235-7
– volume: 43
  start-page: 461
  year: 2004
  ident: ref_41
  article-title: Drop Size Distribution Retrieval with Polarimetric Radar: Model and Application
  publication-title: J. Appl. Meteorol.
  doi: 10.1175/1520-0450(2004)043<0461:DSDRWP>2.0.CO;2
– volume: 40
  start-page: 1118
  year: 2001
  ident: ref_30
  article-title: The Concept of ‘Normalized’ Distribution to Describe Raindrop Spectra: A Tool for Cloud Physics and Cloud Remote Sensing
  publication-title: J. Appl. Meteorol. Climatol.
  doi: 10.1175/1520-0450(2001)040<1118:TCONDT>2.0.CO;2
– volume: 18
  start-page: 3165
  year: 2017
  ident: ref_15
  article-title: A field study of footprint-scale variability of raindrop size distribution
  publication-title: J. Hydrometeorol.
  doi: 10.1175/JHM-D-17-0003.1
– volume: 16
  start-page: 595
  year: 2010
  ident: ref_24
  article-title: Rain Resulting from Melting Ice Particles
  publication-title: J. Appl. Meteorol.
  doi: 10.1175/1520-0450(1977)016<0595:RRFMIP>2.0.CO;2
– ident: ref_3
  doi: 10.1038/284088b0
– volume: 95
  start-page: 701
  year: 2014
  ident: ref_6
  article-title: The global precipitation measurement mission
  publication-title: Bull. Am. Meteorol. Soc.
  doi: 10.1175/BAMS-D-13-00164.1
– volume: 38
  start-page: 302
  year: 1999
  ident: ref_35
  article-title: Tropical Rainfall Associated with Convective and Stratiform Clouds: Intercomparison of Disdrometer and Profiler Measurements
  publication-title: J. Appl. Meteorol.
  doi: 10.1175/1520-0450(1999)038<0302:TRAWCA>2.0.CO;2
– volume: 104
  start-page: 6155
  year: 1999
  ident: ref_36
  article-title: Systematic variation of drop size and radar-rainfall relations
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/1998JD200098
– volume: 118
  start-page: 135
  year: 2013
  ident: ref_9
  article-title: Why does radar reflectivity tend to increase downward toward the ocean surface, but decrease downward toward the land surface?
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2012JD018134
– volume: 72
  start-page: 2011
  year: 2014
  ident: ref_38
  article-title: Ice Crystal Habits and Growth Processes in Stratiform Clouds with Embedded Convection Examined through Aircraft Observation in Northern China
  publication-title: J. Atmos. Sci.
  doi: 10.1175/JAS-D-14-0194.1
– volume: 28
  start-page: 983
  year: 1971
  ident: ref_28
  article-title: Doppler Radar Observations of Drop-Size Distributions in a Thunderstorm
  publication-title: J. Atmos. Sci.
  doi: 10.1175/1520-0469(1971)028<0983:DROODS>2.0.CO;2
– volume: 35
  start-page: 355
  year: 1996
  ident: ref_34
  article-title: Evidence from Tropical Raindrop Spectra of the Origin of Rain from Stratiform versus Convective Clouds
  publication-title: J. Appl. Meteorol. Climatol.
  doi: 10.1175/1520-0450(1996)035<0355:EFTRSO>2.0.CO;2
– volume: 32
  start-page: 608
  year: 1993
  ident: ref_10
  article-title: Warm-Rain Initiation: An Overview of Microphysical Mechanisms
  publication-title: J. Appl. Meteorol. Climatol.
  doi: 10.1175/1520-0450(1993)032<0608:WRIAOO>2.0.CO;2
– volume: 71
  start-page: 3052
  year: 2014
  ident: ref_8
  article-title: The impact of raindrop collisional processes on the polarimetric radar variables
  publication-title: J. Atmos. Sci.
  doi: 10.1175/JAS-D-13-0357.1
– volume: 146
  start-page: 1999
  year: 2020
  ident: ref_22
  article-title: The ERA5 global reanalysis
  publication-title: Q. J. R. Meteorol. Soc.
  doi: 10.1002/qj.3803
SSID ssj0000331904
Score 2.4009616
Snippet This study investigates the linkage between the radar reflectivity slope and raindrop size distribution (DSD) in precipitation with bright bands through...
SourceID doaj
proquest
gale
crossref
SourceType Open Website
Aggregation Database
Index Database
StartPage 2393
SubjectTerms Algorithms
Altitude
Analysis
bright band
C band
Classification schemes
Coalescence
Evaporation
Extremely high frequencies
Freezing
Humidity
microphysical processes
Precipitation
Radar
radar reflectivity slope
Rain
Rain and rainfall
raindrop size distribution (DSD)
Raindrops
Rainfall
Rainfall intensity
Reflectance
Regression analysis
Relative humidity
Sedimentation & deposition
Signal to noise ratio
Size distribution
Velocity
SummonAdditionalLinks – databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1NT9xADLXKcigXVEorlo9qpFbiFDHJJJvkVJECQkggtBSJ28jzkQJCScguB_j1tbOzoB7KNclhZI_tZ2fmPYAfmMnYOGY-duii1Ng4Kk3ho7i2Hkuram_5vvP5xeT0Oj27yW7CwG0WjlUuc-KQqF1reUZ-oBJFtZ_Qefaze4xYNYr_rgYJjRVYpRRcZCNYrY4vLqevUxapaIvJdMFLqqi_P-hnLPnNxF__VKKBsP9_aXmoNSefYD2ARHG48OoGfPDNZ_gY9MpvnzfhnltIygSiWhyzElN02Iuprx-GBEbQWlw9tJ0X2DjB_3Bc33bi6u7FiyOmyg0qV-KuEZfMb9EFqm7Bc1lRDS27qPga8Be4Pjn-_es0CqoJkVWTeB7Zwhij0JXWJHVmXcY60nkqVV4WhgCJz8lrqStNQrgaCWEkRtW5tOh9WbtMqq8watrGb4Gwhio6FkgwBVOPsrQ2dgwSKMyNtGoM35cW1N2CHENTU8F21m92HkPFxn39ggmthwdt_0eH-NATm0g3MS4ngJrGTHCKtCw18BkixuUY9tk1msNu3qPFcHuAFsoEVvqwoL0hVSqLMewuvadDPM702-7Zfv_1DqwlrPA7HMjdhdG8f_J7BDvm5lvYW38B5sHZlw
  priority: 102
  providerName: ProQuest
Title Linkage Between Radar Reflectivity Slope and Raindrop Size Distribution in Precipitation with Bright Bands
URI https://www.proquest.com/docview/3233249965
https://doaj.org/article/6c20d6bd7150417484ab3f324926aa19
Volume 17
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrZ3La9wwEIeHZntoLiV9hGyaLoIWejKRLT-P6yTbUJoQdhvITYweJgnBuzjbQ_LXd0b2tumh5NKTwRgjZqSZ39jSNwCfMZOxcUw-duii1Ng4qkzpo7ixHiurGm_5vPPZeX56mX67yq6etPriPWE9Hrg33GFuE-ly4wpSLmnM5Es0qlEBdIcYgJ8J5bwnxVSIwYqmlkx7Hqmiuv6wu-dW3wz8-isDBVD_v8JxyDGzHXg9iEMx7Qf1Bl749i28GvqUXz-8g1suHSkCiLrfXiXm6LATc9_chcBFklos7pYrL7B1gv_duG65EoubRy-OGZE7dLcSN624YK7FakB0C_4eK-pQqouaj_--h8vZyY-j02jolhBZlcfryJbGGIWusiZpMusy7h9dpFIVVWlIiPiCvJW6yiSkp5GURUJ2LKRF76vGZVLtwqhdtn4PhDWUybFEkieYepSVtbFjcUDL20irxvBpY0G96qEYmooJtrP-Y-cx1Gzc308wyDrcIPfqwb36OfeO4Qu7RvNyW3docTg1QANlcJWellSySZXKcgwHG-_pYR3ea5UofleVZ_v_YzQfYDvh_r9hu-4BjNbdT_-RRMnaTGCrnH2dwMvp8dn3BV3rk_OL-STMyl9ruuOg
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LT9VAFD5BWOCG-IwXUCdR46ph2mlvOwtjqEAuAjfkAgm7cV5VCGlr7zUGfxS_kXP6gLjQHdu2adoz5_HN43wfwHud8NA4Yj522gWxsWEgTeaDsLBeSysKb6nf-Wg6npzFX8-T8yW4GXph6FjlkBPbRO0qS2vkWyISWPsRnSef658BqUbR7uogodG5xYG__o1Ttvmn_R0c3w9RtLd7-mUS9KoCgRXjcBHYzBgjtJPWREViXUI6y2nMRSozgwXbp_hXsZMmQtypsQJHRhQpt9p7WbiEC3zvI1hBmCExilby3enx7G5Vhwt0aR53PKhCSL7VzElinIjG_qp8rUDAv8pAW9v2nsBaD0rZdudFT2HJl89gtddH_3H9HC5pyoqZh-XdsS420043bOaLqzZhIpRnJ1dV7ZkuHaM9I9dUNTu5-OPZDlHz9qpa7KJkx8SnUffU4IzWgVneLhGwnNqOX8DZg9jzJSyXVelfAbMGEYTONMIiHXvNpbWhI1CCacVwK0bwbrCgqjsyDoWTGLKzurfzCHIy7t0TRKDdXqia76qPRzW2EXdj41IExHFIhKoaP0u0_Ilah3IEH2loFIX5otFW990K-KFEmKW2M_RFLmKejWBzGD3Vx_9c3Xvr-v9vv4XVyenRoTrcnx5swOOI1IXbw8CbsLxofvnXCHkW5k3vZwy-PbRr3wLstBdl
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VrQRcEE91oYAlQJyideI8Dwg1bFcthdVqS6XejF-BoipZsotQ-Wn8OmYSpxUHuPWal5zxeOazPf4-gJcq4aG2xHxslQ1ibcKg0LkLwso4VRhROUPnnT_O04OT-P1pcroFv4ezMFRWOcTELlDbxtAa-UREAnM_ovNkUvmyiMV09nb1PSAFKdppHeQ0ehc5chc_cfq2fnM4xb5-FUWz_U_vDgKvMBAYkYabwORaa6FsYXRUJcYmpLmcxVxkRa4xebsM_zC2hY4QgyrMxpEWVcaNcq6obMIFfvcGbOMbaT6C7XJ_vlhervBwge7N454TVYiCT9o1yY0T6dhfWbATC_hXSujy3Owu3PEAle31HnUPtlx9H255rfSvFw_gG01fMQqxsi_xYktlVcuWrjrvgifCenZ83qwcU7VltH9k22bFjs9-OTYlml6vsMXOarYgbo2VpwlntCbMym65gJV0BPkhnFyLPR_BqG5qtwPMaEQTKlcIkVTsFC-MCS0BFAwxmhsxhheDBeWqJ-aQOKEhO8srO4-hJONePkFk2t2Fpv0i_diUqYm4TbXNEBzHIZGrKmyW6LgUlQqLMbymrpE05DetMsqfXMCGEnmW3MvRL7mIeT6G3aH3pI8Fa3nluY__f_s53ESXlh8O50dP4HZEQsNdXfAujDbtD_cU0c9GP_NuxuDzdXv2H4TdG5E
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Linkage+Between+Radar+Reflectivity+Slope+and+Raindrop+Size+Distribution+in+Precipitation+with+Bright+Bands&rft.jtitle=Remote+sensing+%28Basel%2C+Switzerland%29&rft.au=Qinghui+Li&rft.au=Xuejin+Sun&rft.au=Xichuan+Liu&rft.au=Haoran+Li&rft.date=2025-07-01&rft.pub=MDPI+AG&rft.eissn=2072-4292&rft.volume=17&rft.issue=14&rft.spage=2393&rft_id=info:doi/10.3390%2Frs17142393&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_6c20d6bd7150417484ab3f324926aa19
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2072-4292&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2072-4292&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2072-4292&client=summon