Effect of Partially Melting Droplets on Polarimetric and Bi-Spectral Retrieval of Water Cloud Particle Size

Water droplet size, or effective radius, of water clouds can be retrieved using measurements of the total reflectance in near-infrared channels (bi-spectral method) or the linearly polarized radiance of the cloud rainbow (polarimetric method). The retrieved droplet sizes from the bi-spectral method...

Full description

Saved in:
Bibliographic Details
Published inRemote sensing (Basel, Switzerland) Vol. 15; no. 6; p. 1576
Main Authors Sun, Wenbo, Hu, Yongxiang, Stamnes, Snorre A., Trepte, Charles R., Omar, Ali H., Baize, Rosemary R.
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.03.2023
Subjects
Online AccessGet full text
ISSN2072-4292
2072-4292
DOI10.3390/rs15061576

Cover

Abstract Water droplet size, or effective radius, of water clouds can be retrieved using measurements of the total reflectance in near-infrared channels (bi-spectral method) or the linearly polarized radiance of the cloud rainbow (polarimetric method). The retrieved droplet sizes from the bi-spectral method can be significantly larger than those from the polarimetric method. Droplet size vertical heterogeneity is considered as a likely cause of this difference. In this radiative transfer theoretical study, we find that partially melting droplets in mixed-phase clouds can be another cause of this difference. The theoretical study suggests that, when the clouds are dominated by large particles, the existence of partially melting droplets could cause the polarimetric method to underestimate the particle size; but for moderate-sized particles, the polarimetric method should be able to retrieve accurate particle size no matter if the clouds consist of partially melting droplets or not. However, the droplet effective radius of partially melting droplets retrieved by the bi-spectral method can be overestimated if the infrared channel of the bi-spectral method is at 1.6 μm, but is relatively insensitive to the presence of partially melted spherical droplets when the infrared channel is at 2.1 μm. The retrieved droplet size difference between droplet sizes from 1.6 μm and 2.1 μm channels can be used for detecting partially melting droplets.
AbstractList Water droplet size, or effective radius, of water clouds can be retrieved using measurements of the total reflectance in near-infrared channels (bi-spectral method) or the linearly polarized radiance of the cloud rainbow (polarimetric method). The retrieved droplet sizes from the bi-spectral method can be significantly larger than those from the polarimetric method. Droplet size vertical heterogeneity is considered as a likely cause of this difference. In this radiative transfer theoretical study, we find that partially melting droplets in mixed-phase clouds can be another cause of this difference. The theoretical study suggests that, when the clouds are dominated by large particles, the existence of partially melting droplets could cause the polarimetric method to underestimate the particle size; but for moderate-sized particles, the polarimetric method should be able to retrieve accurate particle size no matter if the clouds consist of partially melting droplets or not. However, the droplet effective radius of partially melting droplets retrieved by the bi-spectral method can be overestimated if the infrared channel of the bi-spectral method is at 1.6 μm, but is relatively insensitive to the presence of partially melted spherical droplets when the infrared channel is at 2.1 μm. The retrieved droplet size difference between droplet sizes from 1.6 μm and 2.1 μm channels can be used for detecting partially melting droplets.
Audience Academic
Author Hu, Yongxiang
Baize, Rosemary R.
Stamnes, Snorre A.
Sun, Wenbo
Omar, Ali H.
Trepte, Charles R.
Author_xml – sequence: 1
  givenname: Wenbo
  orcidid: 0000-0002-9901-6031
  surname: Sun
  fullname: Sun, Wenbo
– sequence: 2
  givenname: Yongxiang
  orcidid: 0000-0001-8526-108X
  surname: Hu
  fullname: Hu, Yongxiang
– sequence: 3
  givenname: Snorre A.
  surname: Stamnes
  fullname: Stamnes, Snorre A.
– sequence: 4
  givenname: Charles R.
  surname: Trepte
  fullname: Trepte, Charles R.
– sequence: 5
  givenname: Ali H.
  orcidid: 0000-0003-1871-9235
  surname: Omar
  fullname: Omar, Ali H.
– sequence: 6
  givenname: Rosemary R.
  surname: Baize
  fullname: Baize, Rosemary R.
BookMark eNpdUV1rFDEUDVLBWvviLwj4IsLUfM_ksW6rFiotreJjyCQ3S9bsZE1mhfrrTZ1Si8lDLodzz70n5yU6mPIECL2m5IRzTd6XSiVRVPbqGTpkpGedYJodPKlfoONaN6Qdzqkm4hD9OA8B3IxzwNe2zNGmdIe_QJrjtMZnJe8SzBXnCV_nZEvcwlyiw3by-EPsbnettdiEb-5h-NWqpvPdzlDwKuW9XzRdAnwbf8Mr9DzYVOH44T1C3z6ef1197i6vPl2sTi87xzWbOz3IYSTjqD2I0HtFKBVcjz4E5QYl1GAHFmhopnzw2vVysIKOhHrCFONS8CN0sej6bDdm17a25c5kG81fIJe1eVjL6JGzMchRAHhhR64VUU6BVJQOwUnStN4uWruSf-6hzmYbq4OU7AR5Xw0nggilOGGN-uY_6ibvy9ScGtZr2lMuVd9YJwtrbdv8OIXcftC162EbXQs0xIaf9pJI2hLjreHd0uBKrrVAeHREibnP3fzLnf8B0sWffQ
Cites_doi 10.1175/1520-0477(1991)072<0002:ICDP>2.0.CO;2
10.2151/jmsj.2016-009
10.1364/AO.20.003657
10.1109/TGRS.2002.808301
10.1175/1520-0469(1991)048<0728:DOTOTA>2.0.CO;2
10.1002/2015JD023256
10.1029/2012JD017624
10.5194/acp-22-8259-2022
10.3389/frsen.2021.724615
10.1002/andp.19083300302
10.1175/1520-0469(1995)052<2985:AVOASC>2.0.CO;2
10.1016/j.rse.2015.07.029
10.1016/j.jqsrt.2022.108107
10.5194/acp-13-10303-2013
10.1175/2009JTECHA1280.1
10.5194/acp-7-3353-2007
10.1109/TGRS.2005.852838
10.1016/S0022-4073(03)00101-8
10.1029/2019JD031063
10.1175/1520-0477(1984)065<1290:OFROSM>2.0.CO;2
10.1175/2009JTECHA1281.1
10.1109/TGRS.2013.2247768
10.1038/343049a0
10.1016/j.rse.2012.07.012
10.1117/12.366329
ContentType Journal Article
Copyright COPYRIGHT 2023 MDPI AG
2023 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 2023 MDPI AG
– notice: 2023 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
7S9
L.6
DOA
DOI 10.3390/rs15061576
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)
ProQuest 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
AGRICOLA
AGRICOLA - Academic
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
AGRICOLA
AGRICOLA - Academic
DatabaseTitleList
AGRICOLA
CrossRef

Publicly Available Content Database
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_9b32bf5b4eed4ab39606c6e56118fc50
A750512923
10_3390_rs15061576
GeographicLocations United States
GeographicLocations_xml – name: United States
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
PROAC
PTHSS
TR2
TUS
PMFND
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
PQGLB
PQQKQ
PQUKI
PRINS
7S9
L.6
PUEGO
ID FETCH-LOGICAL-c392t-9858b0bb9de4f7d6011439bdff6c86468a82f1f207dfd9c758a41b01d02623543
IEDL.DBID 8FG
ISSN 2072-4292
IngestDate Wed Aug 27 01:14:04 EDT 2025
Fri Sep 05 13:44:49 EDT 2025
Fri Jul 25 09:33:02 EDT 2025
Tue Jun 10 21:01:42 EDT 2025
Tue Jul 01 03:11:03 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 6
Language English
License https://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c392t-9858b0bb9de4f7d6011439bdff6c86468a82f1f207dfd9c758a41b01d02623543
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0003-1871-9235
0000-0002-9901-6031
0000-0001-8526-108X
OpenAccessLink https://www.proquest.com/docview/2791713567?pq-origsite=%requestingapplication%
PQID 2791713567
PQPubID 2032338
ParticipantIDs doaj_primary_oai_doaj_org_article_9b32bf5b4eed4ab39606c6e56118fc50
proquest_miscellaneous_3040466302
proquest_journals_2791713567
gale_infotracacademiconefile_A750512923
crossref_primary_10_3390_rs15061576
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2023-03-01
PublicationDateYYYYMMDD 2023-03-01
PublicationDate_xml – month: 03
  year: 2023
  text: 2023-03-01
  day: 01
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Remote sensing (Basel, Switzerland)
PublicationYear 2023
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References McBride (ref_14) 2012; 117
Hu (ref_19) 2007; 7
Bessho (ref_7) 2016; 94
Fu (ref_16) 2019; 124
Sun (ref_25) 2004; 83
Nakajima (ref_12) 1991; 48
Fu (ref_17) 2022; 22
Randall (ref_1) 1984; 65
Hu (ref_21) 2021; 2
Cao (ref_6) 2014; 52
Hu (ref_20) 2009; 26
Sun (ref_23) 2022; 281
Winker (ref_18) 2009; 226
Sun (ref_27) 2013; 13
Alexandrov (ref_10) 2012; 125
Platnick (ref_13) 1995; 52
(ref_9) 2005; 43
Platnick (ref_5) 2003; 41
Alexandrov (ref_11) 2015; 169
Mie (ref_22) 1908; 330
ref_26
Rossow (ref_4) 1991; 72
ref_8
Liang (ref_15) 2015; 120
Toon (ref_24) 1981; 20
Nakajima (ref_3) 1990; 47
Slingo (ref_2) 1990; 343
References_xml – volume: 72
  start-page: 2
  year: 1991
  ident: ref_4
  article-title: ISCCP cloud data products
  publication-title: B. Am. Meteorol. Soc.
  doi: 10.1175/1520-0477(1991)072<0002:ICDP>2.0.CO;2
– volume: 94
  start-page: 151
  year: 2016
  ident: ref_7
  article-title: An introduction to Himawari-8/9–Japan’s new-generation geostationary meteorological satellites
  publication-title: J. Meteorol. Soc. Jpn.
  doi: 10.2151/jmsj.2016-009
– volume: 20
  start-page: 3657
  year: 1981
  ident: ref_24
  article-title: Algorithms for the calculation of scattering by stratified spheres
  publication-title: Appl. Opt.
  doi: 10.1364/AO.20.003657
– volume: 41
  start-page: 459
  year: 2003
  ident: ref_5
  article-title: The MODIS cloud products: Algorithms and examples from terra
  publication-title: IEEE T. Geosci. Remote
  doi: 10.1109/TGRS.2002.808301
– volume: 48
  start-page: 728
  year: 1991
  ident: ref_12
  article-title: Determination of the optical thickness and effective particle radius of clouds from reflected solar radiation measurements. Part II: Marine stratocumulus observations
  publication-title: J. Atmos. Sci.
  doi: 10.1175/1520-0469(1991)048<0728:DOTOTA>2.0.CO;2
– ident: ref_26
– volume: 47
  start-page: 1878
  year: 1990
  ident: ref_3
  article-title: Determination of the optical thickness and effective particle radius of clouds from reflected solar radiation measurements
  publication-title: Part I Theory J. Atmos. Sci.
– volume: 120
  start-page: 7661
  year: 2015
  ident: ref_15
  article-title: Bias in MODIS cloud drop effective radius for oceanic water clouds as deduced from optical thickness variability across scattering angles
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1002/2015JD023256
– volume: 117
  start-page: D21
  year: 2012
  ident: ref_14
  article-title: CalNex cloud properties retrieved from a ship-based spectrometer and comparisons with satellite and aircraft retrieved cloud properties
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2012JD017624
– volume: 22
  start-page: 8259
  year: 2022
  ident: ref_17
  article-title: An evaluation of the liquid cloud droplet effective radius derived from MODIS, airborne remote sensing, and in situ measurements from CAMP2Ex
  publication-title: Atmos. Chem. Phys.
  doi: 10.5194/acp-22-8259-2022
– volume: 2
  start-page: 25
  year: 2021
  ident: ref_21
  article-title: Liquid Phase Cloud Microphysical Property Estimates from CALIPSO Measurements
  publication-title: Front. Remote Sens.
  doi: 10.3389/frsen.2021.724615
– volume: 330
  start-page: 377
  year: 1908
  ident: ref_22
  article-title: Beiträge zur Optik trüber Medien, speziell kolloidaler Metallösungen
  publication-title: Ann. Phys.
  doi: 10.1002/andp.19083300302
– volume: 52
  start-page: 2985
  year: 1995
  ident: ref_13
  article-title: A validation of a satellite cloud retrieval during ASTEX
  publication-title: J. Atmos. Sci.
  doi: 10.1175/1520-0469(1995)052<2985:AVOASC>2.0.CO;2
– volume: 169
  start-page: 20
  year: 2015
  ident: ref_11
  article-title: Liquid water cloud properties during the Polarimeter Definition Experiment (PODEX)
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2015.07.029
– volume: 281
  start-page: 108107
  year: 2022
  ident: ref_23
  article-title: Partially melting droplets strongly enhance lidar backscatter
  publication-title: J. Quant. Spectrosc. Radiat. Trans.
  doi: 10.1016/j.jqsrt.2022.108107
– volume: 13
  start-page: 10303
  year: 2013
  ident: ref_27
  article-title: Modeling polarized solar radiation from ocean-atmosphere system for CLARREO inter-calibration applications
  publication-title: Atmos. Chem. Phys.
  doi: 10.5194/acp-13-10303-2013
– volume: 26
  start-page: 2293
  year: 2009
  ident: ref_20
  article-title: CALIPSO/CALIOP Cloud Phase Discrimination Algorithm
  publication-title: J. Atmos. Oceanic. Technol.
  doi: 10.1175/2009JTECHA1280.1
– volume: 7
  start-page: 3353
  year: 2007
  ident: ref_19
  article-title: Global Statistics of Liquid Water Content and Effective Number Concentration of Water Clouds over Ocean Derived from Combined CALIPSO and MODIS Measurements
  publication-title: Atmos. Chem. Phys.
  doi: 10.5194/acp-7-3353-2007
– volume: 43
  start-page: 1796
  year: 2005
  ident: ref_9
  article-title: A comparison of cloud droplet radii measured from space
  publication-title: IEEE T. Geosci. Remote
  doi: 10.1109/TGRS.2005.852838
– volume: 83
  start-page: 483
  year: 2004
  ident: ref_25
  article-title: Light scattering by coated sphere immersed in absorbing medium: A comparison between the FDTD and analytic solutions
  publication-title: J. Quant. Spectrosc. Radiat. Trans.
  doi: 10.1016/S0022-4073(03)00101-8
– volume: 124
  start-page: 13182
  year: 2019
  ident: ref_16
  article-title: Regional biases in MODIS marine liquid water cloud drop effective radius deduced through fusion with MISR
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2019JD031063
– volume: 65
  start-page: 1290
  year: 1984
  ident: ref_1
  article-title: Outlook for research on marine subtropical stratocumulus clouds
  publication-title: Bull. Amer. Meteor. Soc.
  doi: 10.1175/1520-0477(1984)065<1290:OFROSM>2.0.CO;2
– volume: 226
  start-page: 2310
  year: 2009
  ident: ref_18
  article-title: Overview of the CALIPSO mission and CALIOP data processing algorithms
  publication-title: J. Atmos. Oceanic. Technol.
  doi: 10.1175/2009JTECHA1281.1
– volume: 52
  start-page: 1142
  year: 2014
  ident: ref_6
  article-title: Early on-orbit performance of the Visible Infrared Imaging Radiometer Suite onboard the Suomi National Polar-orbiting Partnership (S-NPP) satellite
  publication-title: IEEE T. Geosci. Remote
  doi: 10.1109/TGRS.2013.2247768
– volume: 343
  start-page: 49
  year: 1990
  ident: ref_2
  article-title: Sensitivity of the Earth’s radiation budget to changes in low clouds
  publication-title: Nature
  doi: 10.1038/343049a0
– volume: 125
  start-page: 92
  year: 2012
  ident: ref_10
  article-title: Accuracy assessments of cloud droplet size retrievals from polarized reflectance measurements by the research scanning polarimeter
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2012.07.012
– ident: ref_8
  doi: 10.1117/12.366329
SSID ssj0000331904
Score 2.324836
Snippet Water droplet size, or effective radius, of water clouds can be retrieved using measurements of the total reflectance in near-infrared channels (bi-spectral...
SourceID doaj
proquest
gale
crossref
SourceType Open Website
Aggregation Database
Index Database
StartPage 1576
SubjectTerms Aerosols
Algorithms
Artificial satellites in remote sensing
Channels
cloud particle size
Clouds
Computer simulation
Computer-generated environments
droplet size
Droplets
Heterogeneity
layered spheres
lidar retrieval
Light
Linear polarization
Measurement
Melting
melting droplets
Meteorological satellites
Methods
Near infrared radiation
Optical properties
Particle size
polarimetric retrieval
Polarimetry
Radiation
Radiative transfer
Ratios
reflectance
Remote sensing
scattering
Spectral methods
Spheres
Water drops
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1NT9wwELXQXsqlagsVaZfKCKSeok1ix4mPQFmtkECIFrE3y5_qqtuk2o_D9tczE4ftXlAvXJPIcWbsmfeSyRtCzkqpGbe1TyEA2xQylE-lC1VqUElFGmO46ap8b8XkgV9Py-lOqy-sCYvywNFwI2lYYUJpOARzrg1DxG2Fh7Sf18FGtp7JbIdMdTGYwdLKeNQjZcDrR4slaunlJYqL7GSgTqj_pXDc5ZjxO_K2B4f0PE7qPdnzzQfypu9T_nNzQH5FsWHaBnqHU9fz-Ybe-DnWLtNvCywGXy1p29A7ZKyz39guy1LdOHoxS7HVPL7XoPddFy1YYjjOI4DNBb2ct2sXx4Q70--zv_6QPIyvflxO0r5dQmoB5KxSWZe1yYyRzvNQOYFUh0njQhC2FlzUui5CHoqscsFJC0RB89xkuQMaVrCSs49k0LSNPyLUVgJ4EGOiCoHXmdN5hYldMoBHvtAmIafPJlR_oiqGAjaBhlb_DJ2QC7Tu9gpUsu4OgH9V_0Dqf_5NyFf0jcL9Bjayuv9tACaKylXqHCAPgpaCJWT47D7Vb8SlKirgozkrRZWQk-1p2EL4XUQ3vl0vFYNAxgF5ZcWn15jxZ7KPPeljodqQDFaLtT8G5LIyX7pF-gQXaOt-
  priority: 102
  providerName: Directory of Open Access Journals
Title Effect of Partially Melting Droplets on Polarimetric and Bi-Spectral Retrieval of Water Cloud Particle Size
URI https://www.proquest.com/docview/2791713567
https://www.proquest.com/docview/3040466302
https://doaj.org/article/9b32bf5b4eed4ab39606c6e56118fc50
Volume 15
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELagPcClojxEoKyMQOIUNYmdxDmh3bbbCtFq1VLRm-VnWbEkbbJ7KL-emcS77YWeIiWRk8yMZ-azJ98Q8jmvFONGuBgcsIkhQrm4sr6MNTKpVFprrvsq37Pi5JJ_u8qvwoJbF8oq1z6xd9S2MbhGvp-VACxSlhfl15vbGLtG4e5qaKHxlGynEGnQzsX0eLPGkjAwsIQPrKQM0P1-2yGjXpojxciDONTT9f_PKfeRZvqC7IQUkY4Hne6SJ65-SZ6FbuW_7l6R3wPlMG08naHm1WJxR0_dAiuY6WGLJeHLjjY1nSFunf_BplmGqtrSyTzGhvO4ukHP-15aYGg4zk9IOVt6sGhWdhgTnkwv5n_da3I5PfpxcBKHpgmxgVRnGVciFzrRurKO-9IWCHhYpa33hREFL4QSmU99lpTW28oAXFA81UlqAYxlLOfsDdmqm9q9JdSUBaAhxorSey4Sq9ISw3vFIElymdIR-bQWobwZuDEkYAoUtLwXdEQmKN3NHchn3Z9o2msZPkhWmmXa55pDyOZKM8RVpnCQ3KXCmzyJyBfUjcRZBzIyKvw8AC-K_FVyDIkPpi4Zi8jeWn0yTMdO3htPRD5uLsNEwt0RVbtm1UkG7oyDDSXZu8eHeE-eY8_5oRBtj2wt25X7AJnJUo968xuR7fHh6fcLOE6Ozmbnox7n_wPLFuaz
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEB6V9FAuiKcwFFgEiJNV27t-HRBq-lBK2ygqreht8b4gItjFSYTCj-I3MuNHygVuvdrW2J6dnflmd3Y-gNdxXnChM-ujA9Y-Rijr58alvqJOKrlSSqimynecjC7Eh8v4cgN-92dhqKyy94mNozaVpjXynSjFxCLkcZK-v_rhE2sU7a72FBqtWRzb1U9M2ebvjvZxfN9E0eHB-d7I71gFfI1YYOHnWZypQKncWOFSk1BGwHNlnEt0logkK7LIhS4KUuNMrhFPFyJUQWgwW4l4LDjKvQWbgk60DmBzeDCenK1XdQKOJh2Itg8q53mwU8-ph18YU1OTvyJfQxDwrzDQxLbDu3CnA6Vst7Wie7Bhy_uw1fGjf109gG9tk2NWOTYhWytmsxU7tTOqmWb7NRWhL-asKtmEMuXpd6Lp0qwoDRtOfaK4p_UUdtawd6Fpk5xPCHJrtjerlqaViW9mH6e_7EO4uBGFPoJBWZX2MTCdJph_cZ6kzoksMEWYEqDIOcIyGxXKg1e9CuVV241DYhZDipbXivZgSNpdP0EdtJsLVf1Fdj8kc8Uj5WIlECSIQnHK5HRiEU6GmdNx4MFbGhtJ8xx1pIvuuAJ-KHXMkrsItQgsRdyD7X74ZOcA5vLaXD14ub6NU5f2Y4rSVsu55OhABSK-IHryfxEvYGt0fnoiT47Gx0_hNjHet2Vw2zBY1Ev7DHHRQj3vjJHB55u2_z8wMSAS
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELZKkYAL4ilSChgB4hRtYjsPHxBquywthWoFVPTmxi9YdUlKsiu0_DR-HTN5bLnArdckcpLx5_H32eMZQp4nsuDC5C4EB2xCmKFcKK3PQo2ZVKTWWug2yvco3T8W706Skw3yezgLg2GVg09sHbWtDK6Rj1gGwiLmSZqNfB8WMR1PXp__CLGCFO60DuU0OogcutVPkG_Nq4Mx9PULxiZvPu_th32FgdAAL1iEMk9yHWktrRM-symqAy619T41eSrSvMiZjz2LMuutNMCtCxHrKLagXBhPBId2r5CrGc8kCr988na9vhNxAHckuoyonMtoVDeYzS9OML3JX3NgWyrgXxNCO8tNbpGbPT2lOx2ebpMNV94h1_tK6d9Wd8lZl-6YVp5OEXXFfL6iH9wco6fpuMZw9EVDq5JOUTPPvmPBLkOL0tLdWYjF7nFlhX5s63gByLGdL0B3a7o3r5a2axPeTD_Nfrl75PhSzHmfbJZV6R4QarIUlBjnaea9yCNbxBlSC8mBoDlW6IA8G0yozru8HAr0DBpaXRg6ILto3fUTmEu7vVDVX1X_Q0pqzrRPtAC6IArNUdOZ1AGxjHNvkiggL7FvFI54sJEp-oML8KGYO0vtAOlC2sR4QLaH7lO9K2jUBXAD8nR9GwYx7swUpauWjeLgSgVwv4ht_b-JJ-QaoF69Pzg6fEhuMCBcXTzcNtlc1Ev3CAjSQj9ukUjJ6WVD_w-ELCLi
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=Effect+of+Partially+Melting+Droplets+on+Polarimetric+and+Bi-Spectral+Retrieval+of+Water+Cloud+Particle+Size&rft.jtitle=Remote+sensing+%28Basel%2C+Switzerland%29&rft.au=Sun%2C+Wenbo&rft.au=Hu%2C+Yongxiang&rft.au=Stamnes%2C+Snorre+A&rft.au=Trepte%2C+Charles+R&rft.date=2023-03-01&rft.issn=2072-4292&rft.eissn=2072-4292&rft.volume=15&rft.issue=6&rft_id=info:doi/10.3390%2Frs15061576&rft.externalDBID=NO_FULL_TEXT
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