Characteristics and Trends of Ocean Remote Sensing Research from 1990 to 2020: A Bibliometric Network Analysis and Its Implications

The ocean is of great significance in the climate system, global resources and strategic decision making. With the continuous improvement in remote sensing technology, ocean remote sensing research has increasingly become an important topic for resource development and environmental protection. This...

Full description

Saved in:
Bibliographic Details
Published inJournal of marine science and engineering Vol. 10; no. 3; p. 373
Main Authors Wang, Qiang, Wang, Jinping, Xue, Mingmei, Zhang, Xifeng
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.03.2022
Subjects
Online AccessGet full text
ISSN2077-1312
2077-1312
DOI10.3390/jmse10030373

Cover

Abstract The ocean is of great significance in the climate system, global resources and strategic decision making. With the continuous improvement in remote sensing technology, ocean remote sensing research has increasingly become an important topic for resource development and environmental protection. This paper uses bibliometric analysis method and VOSviewer visual software to conduct analysis. The analysis focuses on the period from 1990 to 2020. The analysis results show that articles have been steadily increasing over the past two decades. Scholars and researchers form the United States, China and Europe (mainly Western European countries), as well as NASA, Chinese Academy of Sciences and NOAA have bigger influence in this field to some extent. Among them, the United States and NASA holds the core leading position. Moreover, global cooperation in this field presents certain characteristics of geographical distribution. This study also reveals journals that include the most publications and subject categories that are highly relevant to related fields. Cluster analysis shows that remote sensing, ocean color, MODIS (or Moderate Resolution Imaging Spectroradiometer), chlorophy, sea ice and climate change are main research hotspots. In addition, in the context of climate warming, researchers have improved monitoring technology for remote sensing to warn and protect ocean ecosystems in hotspots (the Arctic and Antarctica). The valuable results obtained from this study will help academic professionals keep informed of the latest developments and identify future research directions in the field related to ocean remote sensing.
AbstractList The ocean is of great significance in the climate system, global resources and strategic decision making. With the continuous improvement in remote sensing technology, ocean remote sensing research has increasingly become an important topic for resource development and environmental protection. This paper uses bibliometric analysis method and VOSviewer visual software to conduct analysis. The analysis focuses on the period from 1990 to 2020. The analysis results show that articles have been steadily increasing over the past two decades. Scholars and researchers form the United States, China and Europe (mainly Western European countries), as well as NASA, Chinese Academy of Sciences and NOAA have bigger influence in this field to some extent. Among them, the United States and NASA holds the core leading position. Moreover, global cooperation in this field presents certain characteristics of geographical distribution. This study also reveals journals that include the most publications and subject categories that are highly relevant to related fields. Cluster analysis shows that remote sensing, ocean color, MODIS (or Moderate Resolution Imaging Spectroradiometer), chlorophy, sea ice and climate change are main research hotspots. In addition, in the context of climate warming, researchers have improved monitoring technology for remote sensing to warn and protect ocean ecosystems in hotspots (the Arctic and Antarctica). The valuable results obtained from this study will help academic professionals keep informed of the latest developments and identify future research directions in the field related to ocean remote sensing.
Author Wang, Qiang
Xue, Mingmei
Zhang, Xifeng
Wang, Jinping
Author_xml – sequence: 1
  givenname: Qiang
  orcidid: 0000-0001-6516-6202
  surname: Wang
  fullname: Wang, Qiang
– sequence: 2
  givenname: Jinping
  surname: Wang
  fullname: Wang, Jinping
– sequence: 3
  givenname: Mingmei
  surname: Xue
  fullname: Xue, Mingmei
– sequence: 4
  givenname: Xifeng
  surname: Zhang
  fullname: Zhang, Xifeng
BookMark eNptUcluFDEQtVCQCCE3PsASVwa8YXdzG0aBjBQRCcLZqq6uTjx024PtCOXMj-NkEIoQdalFr96r5Tk7iikSYy-leKN1L97ulkJSCC2000_YsRLOraSW6uhR_IydlrITzTplpbDH7NfmBjJgpRxKDVg4xJFfZYpj4Wnil0gQ-RdaUiX-lWIJ8bqlhSDjDZ9yWrjse8Fr4koo8Z6v-YcwzCEtVHNA_pnqz5S_83WE-a6EA_22Fr5d9nNAqCHF8oI9nWAudPrHn7BvH8-uNueri8tP2836YoXaurqyJKhpONOLvrOdckaNfa_c2Crd0MFkjDYOqXcwvNPGIIpBW6JhRBKdVPqEbQ-8Y4Kd3-ewQL7zCYJ_KKR87SG3I8zkqbWMg0Sn0BmEASZAq7Qd7Cids6ZxvTpw7XP6cUul-l26zW3L4pU1yqiuzdxQrw8ozKmUTNNfVSn8_df84681uPoHjqE-3KhmCPP_m34Dc2Cbow
CitedBy_id crossref_primary_10_3390_jmse12010146
crossref_primary_10_1038_s44183_023_00020_y
crossref_primary_10_7837_kosomes_2023_29_7_724
crossref_primary_10_1515_geo_2022_0663
crossref_primary_10_3390_en16217249
crossref_primary_10_3390_su16146211
crossref_primary_10_1038_s44183_024_00097_z
crossref_primary_10_3390_su16208889
Cites_doi 10.3390/s18093067
10.3390/ijerph17176218
10.1016/j.ecolind.2021.107449
10.1109/36.921420
10.1016/j.scitotenv.2018.04.434
10.1007/s12665-018-7824-5
10.1016/j.rse.2019.111619
10.1016/j.rse.2007.10.016
10.1016/j.marpolbul.2017.11.011
10.1016/j.bej.2018.05.002
10.1016/j.jclepro.2021.126468
10.5670/oceanog.2021.215
10.1002/2017JC013632
10.3390/rs8070536
10.1016/j.jclepro.2021.126824
10.1126/science.1111322
10.1016/j.envres.2008.07.025
10.1016/j.autcon.2017.04.002
10.1080/17538947.2019.1574317
10.1126/science.1189930
10.1080/10256016.2013.808197
10.1016/j.rse.2018.05.033
10.1360/TB-2019-0287
10.4028/www.scientific.net/AMM.644-650.4360
10.1007/s11192-017-2421-z
10.1016/j.jclepro.2021.126908
10.3389/fmars.2020.00041
10.3390/rs12142313
10.3390/jmse9020155
10.3390/rs12050772
10.1093/nsr/nwaa047
10.3389/fmars.2021.657263
10.3390/su13041604
10.1109/MGRS.2013.2289656
10.1016/j.joi.2010.07.002
10.1007/s11192-015-1789-x
10.1007/s11192-014-1347-y
10.1177/1940082918806795
10.1016/j.iedeen.2019.04.003
10.3390/jmse9010093
10.1890/110004
10.1017/9781108627146
10.1007/s11192-019-03234-5
10.3390/rs12142294
10.1016/j.rse.2016.02.014
10.1007/s11192-016-2117-9
10.1016/j.rse.2016.06.002
10.1016/j.ijpe.2015.01.003
10.1029/2005JD005760
10.1016/j.rse.2019.01.023
10.1007/s11356-021-14059-2
10.1016/j.omega.2016.12.004
10.3389/fmars.2019.00093
10.1007/s11192-009-0146-3
10.2112/SI94-155.1
10.1016/j.rse.2018.10.036
10.1007/s00267-017-0880-x
10.1126/science.aag2331
10.1016/j.marpolbul.2021.112675
10.1126/science.aag2345
10.3390/rs12071153
10.1038/nature02808
ContentType Journal Article
Copyright 2022 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: 2022 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
7ST
7TN
8FE
8FG
ABJCF
ABUWG
AEUYN
AFKRA
ATCPS
AZQEC
BENPR
BGLVJ
BHPHI
BKSAR
C1K
CCPQU
DWQXO
F1W
GNUQQ
H96
HCIFZ
L.G
L6V
M7S
PATMY
PCBAR
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PTHSS
PYCSY
SOI
DOA
DOI 10.3390/jmse10030373
DatabaseName CrossRef
Environment Abstracts
Oceanic Abstracts
ProQuest SciTech Collection
ProQuest Technology Collection
SciTech Premium Collection
ProQuest Central (Alumni)
ProQuest One Sustainability
ProQuest Central UK/Ireland
Agricultural & Environmental Science Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
ProQuest Natural Science Collection
Earth, Atmospheric & Aquatic Science Collection
Environmental Sciences and Pollution Management
ProQuest One
ProQuest Central
ASFA: Aquatic Sciences and Fisheries Abstracts
ProQuest Central Student
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
SciTech Premium Collection
Aquatic Science & Fisheries Abstracts (ASFA) Professional
ProQuest Engineering Collection
Engineering Database
Environmental Science Database
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
Engineering Collection
Environmental Science Collection
Environment Abstracts
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
Aquatic Science & Fisheries Abstracts (ASFA) Professional
ProQuest Central Student
Technology Collection
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
Environmental Sciences and Pollution Management
Earth, Atmospheric & Aquatic Science Collection
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
ProQuest Engineering Collection
Oceanic Abstracts
Natural Science Collection
ProQuest Central Korea
Agricultural & Environmental Science Collection
ProQuest Central (New)
Engineering Collection
Engineering Database
ProQuest One Academic Eastern Edition
Earth, Atmospheric & Aquatic Science Database
ProQuest Technology Collection
ProQuest SciTech Collection
Environmental Science Collection
Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources
ProQuest One Academic UKI Edition
ASFA: Aquatic Sciences and Fisheries Abstracts
Materials Science & Engineering Collection
Environmental Science Database
ProQuest One Academic
Environment Abstracts
ProQuest One Academic (New)
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 Oceanography
EISSN 2077-1312
ExternalDocumentID oai_doaj_org_article_ece0db1c72c74cabafac6236b6d17764
10_3390_jmse10030373
GroupedDBID 5VS
7XC
8CJ
8FE
8FG
8FH
AADQD
AAFWJ
AAYXX
ABJCF
ADBBV
AEUYN
AFKRA
AFPKN
AFZYC
ALMA_UNASSIGNED_HOLDINGS
ATCPS
BCNDV
BENPR
BGLVJ
BHPHI
BKSAR
CCPQU
CITATION
D1J
GROUPED_DOAJ
HCIFZ
IAO
ITC
KQ8
L6V
LK5
M7R
M7S
MODMG
M~E
OK1
PATMY
PCBAR
PHGZM
PHGZT
PIMPY
PROAC
PTHSS
PYCSY
7ST
7TN
ABUWG
AZQEC
C1K
DWQXO
F1W
GNUQQ
H96
L.G
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
SOI
PUEGO
ID FETCH-LOGICAL-c367t-6e0e020749098682742d9927d7498b8af44347ce97ab5344cc0b36eebdce08123
IEDL.DBID DOA
ISSN 2077-1312
IngestDate Wed Aug 27 01:30:04 EDT 2025
Fri Jul 25 11:52:44 EDT 2025
Tue Jul 01 02:55:30 EDT 2025
Thu Apr 24 23:09:46 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Language English
License https://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c367t-6e0e020749098682742d9927d7498b8af44347ce97ab5344cc0b36eebdce08123
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0001-6516-6202
OpenAccessLink https://doaj.org/article/ece0db1c72c74cabafac6236b6d17764
PQID 2642428367
PQPubID 2032377
ParticipantIDs doaj_primary_oai_doaj_org_article_ece0db1c72c74cabafac6236b6d17764
proquest_journals_2642428367
crossref_primary_10_3390_jmse10030373
crossref_citationtrail_10_3390_jmse10030373
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-03-01
PublicationDateYYYYMMDD 2022-03-01
PublicationDate_xml – month: 03
  year: 2022
  text: 2022-03-01
  day: 01
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Journal of marine science and engineering
PublicationYear 2022
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References Melin (ref_76) 2016; 177
Fahimnia (ref_30) 2015; 162
Merigo (ref_33) 2017; 73
Edwards (ref_62) 2004; 430
Tiit (ref_7) 2020; 240
ref_14
Konstantinos (ref_12) 2021; 170
Cheng (ref_36) 2021; 8
Li (ref_37) 2017; 112
Kleidman (ref_20) 2005; 110
ref_18
McCarthy (ref_68) 2017; 60
ref_17
Hou (ref_43) 2021; 28
Catherine (ref_11) 2019; 224
Fu (ref_1) 2016; 38
Ouyang (ref_56) 2018; 637
Luo (ref_42) 2020; 7
ref_61
Wei (ref_78) 2018; 215
Jiao (ref_58) 2019; 42
ref_24
Li (ref_23) 2020; 7
ref_22
Notz (ref_5) 2016; 354
Chen (ref_15) 2006; 21
Liu (ref_55) 2016; 106
Lonneke (ref_25) 2018; 126
Wang (ref_59) 2014; 101
Platt (ref_21) 2008; 112
Zhang (ref_35) 2021; 300
Waltman (ref_46) 2010; 4
Vinograd (ref_51) 1969; 9
Yin (ref_53) 2009; 28
Buettner (ref_50) 1969; 50
Wang (ref_52) 2021; 125
Dong (ref_9) 2014; 644–650
Zhang (ref_70) 2019; 12
ref_79
ref_77
ref_32
Fink (ref_10) 2013; 49
Aparicio (ref_31) 2019; 25
Meng (ref_60) 2018; 11
Moore (ref_64) 2008; 108
Choi (ref_39) 2021; 301
ref_38
Guo (ref_19) 2001; 39
Zeng (ref_44) 2021; 295
Van (ref_45) 2010; 84
Zhang (ref_54) 2021; 65
Zhao (ref_48) 2017; 80
Bruno (ref_65) 2010; 328
Stehling (ref_49) 1969; 7
Peng (ref_69) 2019; 94
He (ref_8) 2012; 8524
Zhao (ref_13) 2019; 48
Cheung (ref_6) 2016; 354
Racault (ref_26) 2019; 221
Loisel (ref_27) 2018; 123
Wang (ref_2) 2021; 36
Pritchard (ref_28) 1969; 25
ref_47
Khudzari (ref_29) 2018; 136
ref_40
Wang (ref_72) 2018; 33
Yun (ref_16) 1993; 8
ref_3
Huang (ref_41) 2016; 109
Roffer (ref_67) 2013; 1
(ref_34) 2019; 121
Kavanaugh (ref_71) 2021; 34
Allison (ref_63) 2005; 308
Mcleod (ref_66) 2011; 9
Wang (ref_74) 2020; 65
ref_4
Huot (ref_75) 2016; 184
Ye (ref_57) 2012; 35
Barth (ref_73) 2019; 6
References_xml – ident: ref_14
  doi: 10.3390/s18093067
– ident: ref_61
  doi: 10.3390/ijerph17176218
– volume: 125
  start-page: 107449
  year: 2021
  ident: ref_52
  article-title: Scientific research on ecosystem services and human well-being: A bibliometric analysis
  publication-title: Ecol. Indic.
  doi: 10.1016/j.ecolind.2021.107449
– volume: 39
  start-page: 1019
  year: 2001
  ident: ref_19
  article-title: Applications of dense media radiative transfer theory for passive microwave remote sensing of foam covered ocean
  publication-title: IEEE Trans. Geosci. Remote Sens.
  doi: 10.1109/36.921420
– ident: ref_32
– volume: 637
  start-page: 208
  year: 2018
  ident: ref_56
  article-title: Heavy metal loss from agricultural watershed to aquatic system: A scientometrics review
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2018.04.434
– volume: 38
  start-page: 22
  year: 2016
  ident: ref_1
  article-title: The Concept and identification of ecologically and biologically significant areas: Case study in the Huanghe river estuary
  publication-title: Haiyang Xuebao
– volume: 33
  start-page: 653
  year: 2018
  ident: ref_72
  article-title: Analysis on development of global virtual water research based on bibliometric method
  publication-title: Adv. Earth Sci.
  doi: 10.1007/s12665-018-7824-5
– volume: 240
  start-page: 111619
  year: 2020
  ident: ref_7
  article-title: Remote sensing of shallow waters—A 50 year retrospective and future directions
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2019.111619
– volume: 112
  start-page: 3426
  year: 2008
  ident: ref_21
  article-title: Ecological indicators for the pelagic zone of the ocean from remote sensing
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2007.10.016
– volume: 126
  start-page: 255
  year: 2018
  ident: ref_25
  article-title: Concept for a hyperspectral remote sensing algorithm for floating marine macro plastics
  publication-title: Mar. Pollut. Bull.
  doi: 10.1016/j.marpolbul.2017.11.011
– volume: 136
  start-page: 51
  year: 2018
  ident: ref_29
  article-title: Bibliometric analysis of global research trends on microbial fuel cells using Scopus database
  publication-title: Biochem. Eng. J.
  doi: 10.1016/j.bej.2018.05.002
– volume: 28
  start-page: 1
  year: 2009
  ident: ref_53
  article-title: A Research situation analysis of information sciences based on keywords statistics
  publication-title: J. Intell.
– volume: 295
  start-page: 126468
  year: 2021
  ident: ref_44
  article-title: Characteristics and trends of household carbon emissions research from 1993 to 2019: A bibliometric analysis and its implications
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2021.126468
– volume: 34
  start-page: 62
  year: 2021
  ident: ref_71
  article-title: Satellite remote sensing and the Marine Biodiversity Observation Network: Current science and future steps
  publication-title: Oceanography
  doi: 10.5670/oceanog.2021.215
– volume: 123
  start-page: 2141
  year: 2018
  ident: ref_27
  article-title: An inverse model for estimating the optical absorption and backscattering coefficients of seawater from remote-sensing reflectance over a broad range of oceanic and coastal marine environments
  publication-title: J. Geophys. Res. Ocean.
  doi: 10.1002/2017JC013632
– ident: ref_22
  doi: 10.3390/rs8070536
– volume: 300
  start-page: 126824
  year: 2021
  ident: ref_35
  article-title: A bibliometric and visual analysis of indoor occupation environmental health risks: Development, hotspots and trend directions
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2021.126824
– volume: 308
  start-page: 1912
  year: 2005
  ident: ref_63
  article-title: Climate change and distribution shifts in marine fishes
  publication-title: Science
  doi: 10.1126/science.1111322
– volume: 108
  start-page: 131
  year: 2008
  ident: ref_64
  article-title: Synthetic polymers in the marine environment: A rapidly increasing, long-term threat
  publication-title: Environ. Res.
  doi: 10.1016/j.envres.2008.07.025
– volume: 80
  start-page: 37
  year: 2017
  ident: ref_48
  article-title: A scientometric review of global BIM research: Analysis and visualization
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2017.04.002
– volume: 12
  start-page: 1457
  year: 2019
  ident: ref_70
  article-title: New insight into smart ocean: How is it different from digital ocean?
  publication-title: Int. J. Digit. Earth
  doi: 10.1080/17538947.2019.1574317
– volume: 328
  start-page: 1523
  year: 2010
  ident: ref_65
  article-title: The impact of climate change on the world’s marine ecosystems
  publication-title: Science
  doi: 10.1126/science.1189930
– volume: 9
  start-page: 414
  year: 1969
  ident: ref_51
  article-title: Some Results of use of doppler effect for remote sensing of sea waves
  publication-title: Oceanology-USSR
– volume: 49
  start-page: 312
  year: 2013
  ident: ref_10
  article-title: Carbon and nitrogen stable isotopes reveal the use of pelagic resources by the invasive Ponto-Caspian mysid Limnomysis benedeni
  publication-title: Isot. Environ. Health Stud.
  doi: 10.1080/10256016.2013.808197
– volume: 215
  start-page: 18
  year: 2018
  ident: ref_78
  article-title: An assessment of Landsat-8 atmospheric correction schemes and remote sensing reflectance products in coral reefs and coastal turbid waters
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2018.05.033
– volume: 65
  start-page: 453
  year: 2020
  ident: ref_74
  article-title: Risk prevention of marine and meteorological disasters along the “21st Century Maritime Silk Road”
  publication-title: Chin. Sci. Bull.
  doi: 10.1360/TB-2019-0287
– volume: 644–650
  start-page: 4360
  year: 2014
  ident: ref_9
  article-title: The Application of airborne remote sensing technology in land and resources
  publication-title: Appl. Mech. Mater.
  doi: 10.4028/www.scientific.net/AMM.644-650.4360
– volume: 112
  start-page: 1025
  year: 2017
  ident: ref_37
  article-title: Sources of atmospheric pollution: A bibliometric analysis
  publication-title: Scientometrics
  doi: 10.1007/s11192-017-2421-z
– volume: 301
  start-page: 126908
  year: 2021
  ident: ref_39
  article-title: Smart home and internet of things: A bibliometic study
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2021.126908
– volume: 7
  start-page: 41
  year: 2020
  ident: ref_42
  article-title: Research development on horseshoe crab: A 30-year bibliometric analysis
  publication-title: Front. Mar. Sci.
  doi: 10.3389/fmars.2020.00041
– ident: ref_79
  doi: 10.3390/rs12142313
– ident: ref_4
– volume: 8
  start-page: 14
  year: 1993
  ident: ref_16
  article-title: Progress and prospect of marine remote sensing
  publication-title: Adv. Earth Sci.
– ident: ref_38
  doi: 10.3390/jmse9020155
– volume: 65
  start-page: 89
  year: 2021
  ident: ref_54
  article-title: Research on keyword semantic function recognition based on multi-feature fusion
  publication-title: Libr. Inf. Serv.
– volume: 8524
  start-page: 10
  year: 2012
  ident: ref_8
  article-title: Monitoring southwest drought of China using HJ-1A/B and Landsat remote sensing data
  publication-title: Proc. SPIE-Int. Soc. Opt. Eng.
– ident: ref_47
  doi: 10.3390/rs12050772
– volume: 48
  start-page: 1119
  year: 2019
  ident: ref_13
  article-title: Seasonal sea level variations in the Red Sea inferred from satellite altimetry, GRACE and temperature and salinity data
  publication-title: Acta Geod. Cartogr. Sin.
– volume: 7
  start-page: 1584
  year: 2020
  ident: ref_23
  article-title: Deep-learning-based information mining from ocean remote-sensing imagery
  publication-title: Natl. Sci. Rev.
  doi: 10.1093/nsr/nwaa047
– volume: 8
  start-page: 657263
  year: 2021
  ident: ref_36
  article-title: Research trends of development on pearl bivalve mollusks based on a bibliometric network analysis in the past 25 Years
  publication-title: Front. Mar. Sci.
  doi: 10.3389/fmars.2021.657263
– ident: ref_17
  doi: 10.3390/su13041604
– volume: 7
  start-page: 62
  year: 1969
  ident: ref_49
  article-title: Remote sensing of oceans
  publication-title: Atronautics Aeronaut.
– volume: 1
  start-page: 8
  year: 2013
  ident: ref_67
  article-title: Satellite Remote Sensing in Support of an Integrated Ocean Observing System
  publication-title: IEEE Geosci. Remote Sens. Mag.
  doi: 10.1109/MGRS.2013.2289656
– volume: 4
  start-page: 629
  year: 2010
  ident: ref_46
  article-title: A unified approach to mapping and clustering of bibliometric networks
  publication-title: J. Informetr.
  doi: 10.1016/j.joi.2010.07.002
– volume: 106
  start-page: 751
  year: 2016
  ident: ref_55
  article-title: Global research trends of geographical information system from 1961 to 2010: A bibliometric analysis
  publication-title: Scientometrics
  doi: 10.1007/s11192-015-1789-x
– volume: 50
  start-page: 158
  year: 1969
  ident: ref_50
  article-title: Problems in remote sensing of sea surface qualities
  publication-title: Trans.-Am. Geophys. Union
– volume: 101
  start-page: 1253
  year: 2014
  ident: ref_59
  article-title: Analyzing evolution of research topics with NEViewer: A new method based on dynamic co-word networks
  publication-title: Scientometrics
  doi: 10.1007/s11192-014-1347-y
– volume: 11
  start-page: 13
  year: 2018
  ident: ref_60
  article-title: Review and exploration of china subtropical climate change research based on scientometric analysis
  publication-title: Trop. Conserv. Sci.
  doi: 10.1177/1940082918806795
– volume: 25
  start-page: 105
  year: 2019
  ident: ref_31
  article-title: Conceptual structure and perspectives on entrepreneurship education research: A bibliometric review
  publication-title: Eur. Res. Manag. Bus. Econ.
  doi: 10.1016/j.iedeen.2019.04.003
– ident: ref_40
  doi: 10.3390/jmse9010093
– volume: 9
  start-page: 552
  year: 2011
  ident: ref_66
  article-title: A blueprint for blue carbon: Toward an improved understanding of the role of vegetated coastal habitats in sequestering CO2
  publication-title: Front. Ecol. Environ.
  doi: 10.1890/110004
– ident: ref_3
  doi: 10.1017/9781108627146
– volume: 121
  start-page: 793
  year: 2019
  ident: ref_34
  article-title: Bibliometric analysis in motorcycle accident research: A global overview
  publication-title: Scientometrics
  doi: 10.1007/s11192-019-03234-5
– ident: ref_24
  doi: 10.3390/rs12142294
– volume: 177
  start-page: 107
  year: 2016
  ident: ref_76
  article-title: Uncertainty estimates of remote sensing reflectance derived from comparison of ocean color satellite data sets
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2016.02.014
– volume: 109
  start-page: 1547
  year: 2016
  ident: ref_41
  article-title: Rehabilitation using virtual reality technology: A bibliometric analysis, 1996-2015
  publication-title: Scientometrics
  doi: 10.1007/s11192-016-2117-9
– volume: 184
  start-page: 101
  year: 2016
  ident: ref_75
  article-title: Remote sensing reflectance anomalies in the ocean
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2016.06.002
– volume: 162
  start-page: 101
  year: 2015
  ident: ref_30
  article-title: Green supply chain management: A review and bibliometric analysis
  publication-title: Int. J. Prod. Econ.
  doi: 10.1016/j.ijpe.2015.01.003
– volume: 110
  start-page: D22205
  year: 2005
  ident: ref_20
  article-title: Comparison of moderate resolution Imaging spectroradiometer (MODIS) and aerosol robotic network (AERONET) remote-sensing retrievals of aerosol fine mode fraction over ocean
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2005JD005760
– volume: 35
  start-page: 79
  year: 2012
  ident: ref_57
  article-title: Research on the improvement of subject topic evolution method based on co-word analysis
  publication-title: Inf. Stud. Theory Appl.
– volume: 224
  start-page: 104
  year: 2019
  ident: ref_11
  article-title: Performance of Landsat-8 and Sentinel-2 surface reflectance products for river remote sensing retrievals of chlorophyll-a and turbidity
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2019.01.023
– ident: ref_18
– volume: 28
  start-page: 34187
  year: 2021
  ident: ref_43
  article-title: A bibliometric study about energy, environment, and climate change
  publication-title: Environ. Sci. Pollut. Res.
  doi: 10.1007/s11356-021-14059-2
– volume: 42
  start-page: 101
  year: 2019
  ident: ref_58
  article-title: Identification of the knowledge evolution path in disciplinary field based on research topic: Taking the rough set of information science and library science as an example
  publication-title: Inf. Stud. Theory Appl.
– volume: 25
  start-page: 348
  year: 1969
  ident: ref_28
  article-title: Statistical bibliography or bibliometrics?
  publication-title: J. Doc.
– volume: 73
  start-page: 37
  year: 2017
  ident: ref_33
  article-title: A bibliometric analysis of operations research and management science
  publication-title: Omega
  doi: 10.1016/j.omega.2016.12.004
– volume: 6
  start-page: 1
  year: 2019
  ident: ref_73
  article-title: Better regional ocean observing through cross-national cooperation: A case study from the northeast Pacific
  publication-title: Front. Mar. Sci.
  doi: 10.3389/fmars.2019.00093
– volume: 21
  start-page: 1127
  year: 2006
  ident: ref_15
  article-title: Program for service evaluation of marine ecosystems in China waters
  publication-title: Adv. Earth Sci.
– volume: 84
  start-page: 523
  year: 2010
  ident: ref_45
  article-title: Software survey: VOSviewer, a computer program for bibliometric mapping
  publication-title: Scientometrics
  doi: 10.1007/s11192-009-0146-3
– volume: 94
  start-page: 783
  year: 2019
  ident: ref_69
  article-title: Application research of marine remote sensing technology in the development of fishery economy
  publication-title: J. Coast. Res.
  doi: 10.2112/SI94-155.1
– volume: 221
  start-page: 50
  year: 2019
  ident: ref_26
  article-title: Trends in phytoplankton phenology in the Mediterranean Sea based on ocean-colour remote sensing
  publication-title: Remote Sens. Environ.
  doi: 10.1016/j.rse.2018.10.036
– volume: 60
  start-page: 323
  year: 2017
  ident: ref_68
  article-title: Satellite remote sensing for coastal management: A review of successful applications
  publication-title: Environ. Manag.
  doi: 10.1007/s00267-017-0880-x
– volume: 36
  start-page: 932
  year: 2021
  ident: ref_2
  article-title: Big earth data in support of marine sustainable development
  publication-title: Bull. Chin. Acad. Sci.
– volume: 354
  start-page: 1591
  year: 2016
  ident: ref_6
  article-title: Large benefits to marine fisheries of meeting the 1.5 °C global warming target
  publication-title: Science
  doi: 10.1126/science.aag2331
– volume: 170
  start-page: 112675
  year: 2021
  ident: ref_12
  article-title: Floating marine litter detection algorithms and techniques using optical remote sensing data: A review
  publication-title: Mar. Pollut. Bull.
  doi: 10.1016/j.marpolbul.2021.112675
– volume: 354
  start-page: 747
  year: 2016
  ident: ref_5
  article-title: Observed Arctic sea-ice loss directly follows anthropogenic CO2 emission
  publication-title: Science
  doi: 10.1126/science.aag2345
– ident: ref_77
  doi: 10.3390/rs12071153
– volume: 430
  start-page: 881
  year: 2004
  ident: ref_62
  article-title: Impact of climate change on marine pelagic phenology and trophic mismatch
  publication-title: Nature
  doi: 10.1038/nature02808
SSID ssj0000826106
Score 2.2356024
SecondaryResourceType review_article
Snippet The ocean is of great significance in the climate system, global resources and strategic decision making. With the continuous improvement in remote sensing...
SourceID doaj
proquest
crossref
SourceType Open Website
Aggregation Database
Enrichment Source
Index Database
StartPage 373
SubjectTerms Analysis
bibliometric analysis
Bibliometrics
Climate change
Climate system
Cluster analysis
Clustering
Co authorship
Continuous improvement
Cooperation
Decision making
Environmental protection
Geographical distribution
Global warming
Hot spots
Keywords
knowledge mapping
Marine ecosystems
Network analysis
Ocean color
Ocean colour
ocean ecosystem
Publication output
Qualitative research
Remote monitoring
Remote sensing
Resource development
Scientometrics
Sea ice
Software
Spectroradiometers
Technology
Trends
VOSviewer
SummonAdditionalLinks – databaseName: ProQuest Technology Collection
  dbid: 8FG
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3fa9swEBZr9zIKo_vFsrbjHtanYRJLiiT3pSShWTJoBtsCfTOWLJeOzk4T7y_YP947W84SxvYqCyF0p_vu5LvvGPsghbMCkT9CfDEYoHi8c1wMI6OssokpENSpOPl6oWZL-flmeBMe3DYhrbKziY2hzitHb-R9BG5O5GBKX64eIuoaRX9XQwuNA_Y0RqQhPTfTT9s3FoQ39A5Um-8uMLrv__i58TEpttBiD4kawv6_7HEDMtNj9jx4hzBqxfmCPfHlS3b0xfmsDNTSr9jvyT7HMmRlDm1qK1QFNJPhq0cRePhG6enlLXT5dUDVJBAjNkBdAUcn7gJGML6z91SFT2T9sGjzwqFjK2mWn9cbmO_knr9my-nV98ksCq0UIocnVkfKDzyuqWUySIwy9H82TxKucxwx1mSFlEJq5xOd2aGQ0rkBitB7mzuPTgMXb9hhWZX-LQMKMIYup5bgVqK3hiGbMIX2winO0WT12MfuWFMXeMap3cV9ivEGCSHdFUKPnW9nr1p-jX_MG5OEtnOIFbsZqNa3abhkqcfN5jZ2mjstXWazIsNNCVS7PNZayR477eSbhqu6Sf8o1rv_fz5hzzjVPjQJaKfssF7_8mfokdT2faN2jy2I3h8
  priority: 102
  providerName: ProQuest
Title Characteristics and Trends of Ocean Remote Sensing Research from 1990 to 2020: A Bibliometric Network Analysis and Its Implications
URI https://www.proquest.com/docview/2642428367
https://doaj.org/article/ece0db1c72c74cabafac6236b6d17764
Volume 10
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3fS8MwEA46X0QQf-J0jnvQJynrmrRJfdvG5iY4ZTrYW2nSVJTZiat_gf-4l7QbGyK--FqOtOQu-e7od98RcsGokhSR30F8EVigaDxzHvUdEchAhiJFUDfNyXfDoD9mtxN_sjLqy3DCCnngYuMaWmk3kU3FPcWZimWcxgohG5dKmpwHVgnUDd2VYsrewZg1Y7FTMN0p1vWN17e5bpqQppyuYZCV6v9xE1t46e2R3TIvhFbxPftkQ2cHZOde6TgrRaUPyVdnXV0Z4iyBgtQKsxSsMYw0br6GR0NMz55hwawD00cCTUQFyGfgYfp2DS1ov8ip6b83Mv0wLBjhsNApscsP8jkMVljnR2Tc6z51-k45RMFRNOC5E2hX45qchW4oAmH-zCZh6PEEnwgp4pQxyrjSIY-lTxlTykXnaS0T3HhEf3pMKtks0ycETGnhq8QMA5cM8zQs1qhIuaboEA8vqyq5WmxrpEqFcTPoYhphpWGcEK06oUoul9bvhbLGL3Zt46GljdHDtg8wSqIySqK_oqRKagv_RuUhnUeYC3pGby7gp__xjjOy7ZneCEtQq5FK_vGpzzFjyWWdbIreTZ1stbvDh1Hdhuo3_NPqnQ
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LT9wwEB6h5VBUqSotVbc8OodyqiJ2ba-dVKoqlod2CywVBYlbGjsOoqIJsKkqzv0__Y3M5LEFofbG1ZlEjmc834w9D4B3SjorCfkDwpeQHBRPe07IQRBqq20UZgTqnJx8MNGjE_X5dHA6B3_aXBgOq2x1YqWo08LxGfkGAbfg4mDafLq8CrhrFN-uti00arHY8ze_yGWbfhxvE3_XhdjdOd4aBU1XgcDRy2Wgfc-TjWRU1ItCHfJVZRpFwqQ0EtowyZSSyjgfmcQOpFLO9ehvvLep84SfXOiAVP684ozWDswPdyZfjmanOgSoZI_oOsJeyqi38f3H1Pd5K0kj72Ff1SLgAQJUsLb7HJ419ihu1gK0CHM-fwFPD51P8qaY9Uv4vXW_qjMmeYp1MC0WGVbEeOSJ6R6_ckB8foZtRB9y_gr2CY2wLFDQknzATRye2wvO--f2ADipI9GxrY9SfX5cTnF8J9p9CU4eZZlfQScvcv8akF2agUu5CblVZB-SkyjDzHjptBCkJLvwvl3W2DWVzbnBxkVMHg4zIb7LhC6sz6gv64oe_6AbModmNFyHuxoors_iZlvHniab2r4zwhnlEptkCU1KkqCnfWO06sJKy9-4UQ7T-K8ov_n_47fwZHR8sB_vjyd7y7AgOPOiCn9bgU55_dOvkj1U2rVGCBG-Pbbc3wIl4hr3
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB5VRUIICfEUSwvMgZ5QtLu213YqVagPli6FBQGVektjx6lAbdJ2U1U991_11zGTx9IKwa3XxIoSz3i-mfjzNwBvlPROEvJHhC-WCpRAa07IUWS10y62OYE6H07-PNXbu-rj3mhvAa66szBMq-xiYh2os9LzP_I-AbdgcTBt-nlLi_i6NX53fBJxByneae3aaTQushMuzql8m61NtsjWK0KM3__Y3I7aDgORpwdVkQ6DQPmSUfEgttrytmUWx8JkdMU6m-ZKSWV8iE3qRlIp7wf0ZSG4zAfCUhY9oPB_x0gTc-Fnxx_m_3cIWikz0Q3XXsp40P91NAtDXlTSyBsoWDcL-AsLaoAbP4QHbWaK640rPYKFUDyG-198SItW1voJXG7e1HfGtMiwodVimWM9GL8FMn_A70yNLw6w4_Yhn2TBIeESViUKmpBVXMeNn-6QFQC4UQBOG046dkop9eMn1Qwn13jvT2H3Vib5GSwWZRGeA3JxM_IZtyN3ijJFKhelzU2QXgtB4bIHb7tpTXyrcc6tNg4TqnXYCMl1I_RgZT76uNH2-Me4DbbQfAwrctcXytODpF3gSaCXzdzQG-GN8qlL85ReSpLLZ0NjtOrBcmffpA0Ts-SPU7_4_-3XcJe8Pfk0me4swT3BRzBqHtwyLFanZ-ElJUaVe1V7IML-bbv8b1pqHcc
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=Characteristics+and+Trends+of+Ocean+Remote+Sensing+Research+from+1990+to+2020%3A+A+Bibliometric+Network+Analysis+and+Its+Implications&rft.jtitle=Journal+of+marine+science+and+engineering&rft.au=Qiang+Wang&rft.au=Jinping+Wang&rft.au=Mingmei+Xue&rft.au=Xifeng+Zhang&rft.date=2022-03-01&rft.pub=MDPI+AG&rft.eissn=2077-1312&rft.volume=10&rft.issue=3&rft.spage=373&rft_id=info:doi/10.3390%2Fjmse10030373&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_ece0db1c72c74cabafac6236b6d17764
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2077-1312&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2077-1312&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2077-1312&client=summon