Expansion of the Sahara Desert and shrinking of frozen land of the Arctic

Expansion of the Sahara Desert (SD) and greening of the Arctic tundra-glacier region (ArcTG) have been hot subjects under extensive investigations. However, quantitative and comprehensive assessments of the landform changes in these regions are lacking. Here we use both observations and climate-ecos...

Full description

Saved in:
Bibliographic Details
Published inScientific reports Vol. 10; no. 1; p. 4109
Main Authors Liu, Ye, Xue, Yongkang
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 05.03.2020
Nature Publishing Group
Subjects
Online AccessGet full text
ISSN2045-2322
2045-2322
DOI10.1038/s41598-020-61085-0

Cover

Loading…
Abstract Expansion of the Sahara Desert (SD) and greening of the Arctic tundra-glacier region (ArcTG) have been hot subjects under extensive investigations. However, quantitative and comprehensive assessments of the landform changes in these regions are lacking. Here we use both observations and climate-ecosystem models to quantify/project changes in the extents and boundaries of the SD and ArcTG based on climate and vegetation indices. It is found that, based on observed climate indices, the SD expands 8% and the ArcTG shrinks 16% during 1950–2015, respectively. SD southern boundaries advance 100 km southward, and ArcTG boundaries are displaced about 50 km poleward in 1950–2015. The simulated trends based on climate and vegetation indices show consistent results with some differences probably due to missing anthropogenic forcing and two-way vegetation-climate feedback effect in simulations. The projected climate and vegetation indices show these trends will continue in 2015–2050.
AbstractList Expansion of the Sahara Desert (SD) and greening of the Arctic tundra-glacier region (ArcTG) have been hot subjects under extensive investigations. However, quantitative and comprehensive assessments of the landform changes in these regions are lacking. Here we use both observations and climate-ecosystem models to quantify/project changes in the extents and boundaries of the SD and ArcTG based on climate and vegetation indices. It is found that, based on observed climate indices, the SD expands 8% and the ArcTG shrinks 16% during 1950–2015, respectively. SD southern boundaries advance 100 km southward, and ArcTG boundaries are displaced about 50 km poleward in 1950–2015. The simulated trends based on climate and vegetation indices show consistent results with some differences probably due to missing anthropogenic forcing and two-way vegetation-climate feedback effect in simulations. The projected climate and vegetation indices show these trends will continue in 2015–2050.
Expansion of the Sahara Desert (SD) and greening of the Arctic tundra-glacier region (ArcTG) have been hot subjects under extensive investigations. However, quantitative and comprehensive assessments of the landform changes in these regions are lacking. Here we use both observations and climate-ecosystem models to quantify/project changes in the extents and boundaries of the SD and ArcTG based on climate and vegetation indices. It is found that, based on observed climate indices, the SD expands 8% and the ArcTG shrinks 16% during 1950-2015, respectively. SD southern boundaries advance 100 km southward, and ArcTG boundaries are displaced about 50 km poleward in 1950-2015. The simulated trends based on climate and vegetation indices show consistent results with some differences probably due to missing anthropogenic forcing and two-way vegetation-climate feedback effect in simulations. The projected climate and vegetation indices show these trends will continue in 2015-2050.Expansion of the Sahara Desert (SD) and greening of the Arctic tundra-glacier region (ArcTG) have been hot subjects under extensive investigations. However, quantitative and comprehensive assessments of the landform changes in these regions are lacking. Here we use both observations and climate-ecosystem models to quantify/project changes in the extents and boundaries of the SD and ArcTG based on climate and vegetation indices. It is found that, based on observed climate indices, the SD expands 8% and the ArcTG shrinks 16% during 1950-2015, respectively. SD southern boundaries advance 100 km southward, and ArcTG boundaries are displaced about 50 km poleward in 1950-2015. The simulated trends based on climate and vegetation indices show consistent results with some differences probably due to missing anthropogenic forcing and two-way vegetation-climate feedback effect in simulations. The projected climate and vegetation indices show these trends will continue in 2015-2050.
ArticleNumber 4109
Author Liu, Ye
Xue, Yongkang
Author_xml – sequence: 1
  givenname: Ye
  surname: Liu
  fullname: Liu, Ye
  organization: University of California Los Angeles (UCLA)
– sequence: 2
  givenname: Yongkang
  surname: Xue
  fullname: Xue, Yongkang
  email: yxue@geog.ucla.edu
  organization: University of California Los Angeles (UCLA)
BackLink https://www.ncbi.nlm.nih.gov/pubmed/32139761$$D View this record in MEDLINE/PubMed
BookMark eNp9kUtPxCAUhYnR-P4DLkwTN26ql0uZ0o2JGZ-JiQt1TZDSGbQDI3SM-uulzvhcyAaS-53DufdukGXnnSFkh8IBBSYOY0F5JXJAyAcUBM9hiawjFDxHhrj8471GtmN8gHQ4VgWtVskaQ8qqckDXyeXpy1S5aL3LfJN1Y5PdqLEKKjsx0YQuU67O4jhY92jdqEea4N-My9q-sFAcB91ZvUVWGtVGs724N8nd2ent8CK_uj6_HB5f5ZojdrkQiomyARTAS2QaiqamPDWDA6gF3PO6ZFpxqhBRGFCMNaxqSl5SXfBUYZvkaO47nd1PTK2N64Jq5TTYiQqv0isrf1ecHcuRf5Zl-rDiVTLYXxgE_zQzsZMTG7VpU0vGz6JEVhZsUAClCd37gz74WXCpvZ6iIiEVJGr3Z6KvKJ9TToCYAzr4GINppLad6tLQU0DbSgqy36mc71SmncqPncreG_9IP93_FbG5KCbYjUz4jv2P6h0mOrD_
CitedBy_id crossref_primary_10_1128_mmbr_00109_21
crossref_primary_10_1007_s43545_024_00978_7
crossref_primary_10_1007_s41651_023_00147_z
crossref_primary_10_3390_plants13040494
crossref_primary_10_3390_f13071024
crossref_primary_10_1016_j_rse_2021_112428
crossref_primary_10_1038_s41559_023_02094_w
crossref_primary_10_1016_j_quascirev_2024_108665
crossref_primary_10_1016_j_accre_2022_08_005
crossref_primary_10_1007_s10584_024_03829_9
crossref_primary_10_1088_1748_9326_aca8be
crossref_primary_10_1029_2022EF003459
crossref_primary_10_1007_s12517_020_06330_6
crossref_primary_10_3390_rs15225297
crossref_primary_10_1016_j_atmosenv_2022_119415
crossref_primary_10_1007_s13351_021_1099_6
Cites_doi 10.1007/s10584-004-4786-2
10.1109/TGRS.2013.2237780
10.1111/j.1600-0889.2011.00527.x
10.1098/rstb.2007.2200
10.1111/ecog.03733
10.3354/cr01204
10.1002/wcc.81
10.1175/1520-0477(1998)079<0815:DDASVA>2.0.CO;2
10.1175/JCLI-D-14-00130.1
10.1175/1520-0442(1991)004<0345:ASBMFG>2.0.CO;2
10.1007/s00382-016-3224-2
10.5194/acp-13-8833-2013
10.1007/s10584-005-9017-y
10.1175/1520-0442(1996)009<0706:ARLSPF>2.0.CO;2
10.1007/s00382-013-2011-6
10.1002/joc.3711
10.1111/j.1461-0248.2009.01355.x
10.1111/j.1365-2486.2011.02419.x
10.1007/s00382-014-2075-y
10.1073/pnas.0913846107
10.1126/science.253.5017.299
10.1007/s00442-016-3785-0
10.1016/S0304-3800(02)00405-2
10.1029/2008JG000723
10.1175/JCLI-D-17-0187.1
10.1002/ppp.446
10.1111/j.1745-7939.2009.01167_1.x
10.1111/gcb.12406
10.5194/esd-10-9-2019
10.5194/gmd-9-2415-2016
10.1029/2003JD003556
10.1111/gcb.13106
10.1175/BAMS-D-11-00212.1
10.1175/JCLI-D-12-00823.1
10.1007/s00382-011-1020-6
10.1073/pnas.1014425108
10.1111/j.1654-1103.2005.tb02365.x
10.2307/4314962
10.1093/acrefore/9780190228620.013.514
10.1007/s00382-018-4476-9
10.4324/9781315158402
10.17226/25423
10.1002/2014JD021963
10.1007/s00382-018-4351-8
ContentType Journal Article
Copyright The Author(s) 2020
This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: The Author(s) 2020
– notice: This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID C6C
AAYXX
CITATION
NPM
3V.
7X7
7XB
88A
88E
88I
8FE
8FH
8FI
8FJ
8FK
ABUWG
AEUYN
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FYUFA
GHDGH
GNUQQ
HCIFZ
K9.
LK8
M0S
M1P
M2P
M7P
PHGZM
PHGZT
PIMPY
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
Q9U
7X8
5PM
DOI 10.1038/s41598-020-61085-0
DatabaseName Springer Nature OA Free Journals
CrossRef
PubMed
ProQuest Central (Corporate)
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Biology Database (Alumni Edition)
Medical Database (Alumni Edition)
Science Database (Alumni Edition)
ProQuest SciTech Collection
ProQuest Natural Science Collection
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest One Sustainability
ProQuest Central UK/Ireland
ProQuest Central Essentials
Biological Science Database
ProQuest Central
Natural Science Collection
ProQuest One Community College
ProQuest Central Korea
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
Biological Sciences
ProQuest Health & Medical Collection
Medical Database
Science Database
Biological Science Database
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
PubMed
Publicly Available Content Database
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest One Health & Nursing
ProQuest Natural Science Collection
ProQuest Central China
ProQuest Biology Journals (Alumni Edition)
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
ProQuest Health & Medical Research Collection
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
Natural Science Collection
ProQuest Central Korea
Health & Medical Research Collection
Biological Science Collection
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest Science Journals (Alumni Edition)
ProQuest Biological Science Collection
ProQuest Central Basic
ProQuest Science Journals
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
ProQuest SciTech Collection
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList
PubMed
Publicly Available Content Database
CrossRef
MEDLINE - Academic

Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature OA Free Journals
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 2045-2322
ExternalDocumentID PMC7057959
32139761
10_1038_s41598_020_61085_0
Genre Research Support, U.S. Gov't, Non-P.H.S
Research Support, Non-U.S. Gov't
Journal Article
GeographicLocations Arctic region
Sahara Desert
GeographicLocations_xml – name: Arctic region
– name: Sahara Desert
GroupedDBID 0R~
3V.
4.4
53G
5VS
7X7
88A
88E
88I
8FE
8FH
8FI
8FJ
AAFWJ
AAJSJ
AAKDD
ABDBF
ABUWG
ACGFS
ACSMW
ACUHS
ADBBV
ADRAZ
AENEX
AEUYN
AFKRA
AJTQC
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
AZQEC
BAWUL
BBNVY
BCNDV
BENPR
BHPHI
BPHCQ
BVXVI
C6C
CCPQU
DIK
DWQXO
EBD
EBLON
EBS
ESX
FYUFA
GNUQQ
GROUPED_DOAJ
GX1
HCIFZ
HH5
HMCUK
HYE
KQ8
LK8
M0L
M1P
M2P
M48
M7P
M~E
NAO
OK1
PIMPY
PQQKQ
PROAC
PSQYO
RNT
RNTTT
RPM
SNYQT
UKHRP
AASML
AAYXX
AFPKN
CITATION
PHGZM
PHGZT
NPM
7XB
8FK
AARCD
K9.
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQUKI
PRINS
Q9U
7X8
5PM
ID FETCH-LOGICAL-c522t-88a387f02805723c04fd15415260d80b5d73ca51a2228e0a33f39f7571c453ca3
IEDL.DBID M48
ISSN 2045-2322
IngestDate Thu Aug 21 14:11:00 EDT 2025
Thu Jul 10 23:18:16 EDT 2025
Wed Aug 13 09:13:18 EDT 2025
Thu Jan 02 22:37:58 EST 2025
Tue Jul 01 03:24:04 EDT 2025
Thu Apr 24 23:12:48 EDT 2025
Fri Feb 21 02:38:40 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
License Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c522t-88a387f02805723c04fd15415260d80b5d73ca51a2228e0a33f39f7571c453ca3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
OpenAccessLink http://journals.scholarsportal.info/openUrl.xqy?doi=10.1038/s41598-020-61085-0
PMID 32139761
PQID 2371811390
PQPubID 2041939
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_7057959
proquest_miscellaneous_2374364011
proquest_journals_2371811390
pubmed_primary_32139761
crossref_citationtrail_10_1038_s41598_020_61085_0
crossref_primary_10_1038_s41598_020_61085_0
springer_journals_10_1038_s41598_020_61085_0
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2020-03-05
PublicationDateYYYYMMDD 2020-03-05
PublicationDate_xml – month: 03
  year: 2020
  text: 2020-03-05
  day: 05
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
– name: England
PublicationTitle Scientific reports
PublicationTitleAbbrev Sci Rep
PublicationTitleAlternate Sci Rep
PublicationYear 2020
Publisher Nature Publishing Group UK
Nature Publishing Group
Publisher_xml – name: Nature Publishing Group UK
– name: Nature Publishing Group
References Swann, Fung, Levis, Bonan, Doney (CR3) 2010; 107
Reid (CR28) 2016; 22
Belda, Holtanova, Halenka, Kalvova (CR18) 2014; 59
Wang, Overland (CR29) 2004; 67
MacDonald, Kremenetski, Beilman (CR24) 2008; 363
Harper (CR47) 2016; 9
Xue, Juang, Li, Prince, DeFries, Jiao, Vasic (CR48) 2004; 109
Sellers (CR49) 1996; 9
Tucker, Dregne, Newcomb (CR6) 1991; 253
Zhang (CR20) 2013; 8
Stohl (CR32) 2013; 13
Nicholson, Tucker, Ba (CR7) 1998; 79
Brown (CR36) 2019; 42
Harris, Jones, Osborn, Lister (CR37) 2014; 34
Wang (CR53) 2011; 108
Solly (CR35) 2017; 183
Xiao (CR39) 2014; 52
Jiang (CR31) 2017; 23
CR8
Saha (CR40) 2014; 27
CR46
CR45
CR44
Cook, Smerdon, Seager, Coats (CR14) 2014; 43
CR43
Serreze, Francis (CR19) 2006; 76
Melvin (CR5) 2019
Nicholson, Dezfuli, Klotter (CR11) 2012; 93
Frost, Epstein (CR9) 2014; 20
Walker (CR25) 2005; 16
Piao (CR52) 2011; 17
Feng (CR17) 2012; 38
Zhan, Xue, Collatz (CR42) 2003; 162
CR13
CR10
Fan, van den Dool (CR38) 2008; 113
Rodriguez-Fonseca (CR4) 2015; 28
CR50
Schaefer, Zhang, Bruhwiler, Barrett (CR33) 2011; 63
Xue (CR12) 2016; 47
Xue, Sellers, Kinter, Shukla (CR41) 1991; 4
Bruyere, Done, Holland, Fredrick (CR51) 2014; 43
Thomas, Nigam (CR2) 2018; 31
CR27
Lloyd, Yoshikawa, Fastie, Hinzman, Fraver (CR34) 2003; 14
CR23
Harsch, Hulme, McGlone, Duncan (CR1) 2009; 12
Dai (CR16) 2011; 2
CR22
CR21
Zhang, Xue, MacDonald, Cox, Collatz (CR30) 2015; 120
Liu, Xue, MacDonald, Cox, Zhang (CR15) 2019; 10
Fagan (CR26) 2009; 65
Z Zhang (61085_CR30) 2015; 120
W Zhang (61085_CR20) 2013; 8
Y Xue (61085_CR41) 1991; 4
MA Harsch (61085_CR1) 2009; 12
A Stohl (61085_CR32) 2013; 13
S Saha (61085_CR40) 2014; 27
CJ Tucker (61085_CR6) 1991; 253
61085_CR23
61085_CR22
61085_CR21
C Jiang (61085_CR31) 2017; 23
AB Harper (61085_CR47) 2016; 9
AG Dai (61085_CR16) 2011; 2
J Fagan (61085_CR26) 2009; 65
BI Cook (61085_CR14) 2014; 43
CD Brown (61085_CR36) 2019; 42
DA Walker (61085_CR25) 2005; 16
S Feng (61085_CR17) 2012; 38
EF Solly (61085_CR35) 2017; 183
B Rodriguez-Fonseca (61085_CR4) 2015; 28
CL Bruyere (61085_CR51) 2014; 43
Y Xue (61085_CR12) 2016; 47
(61085_CR5) 2019
61085_CR50
SE Nicholson (61085_CR7) 1998; 79
AL Swann (61085_CR3) 2010; 107
61085_CR8
PC Reid (61085_CR28) 2016; 22
GM MacDonald (61085_CR24) 2008; 363
61085_CR13
61085_CR10
M Belda (61085_CR18) 2014; 59
M Wang (61085_CR29) 2004; 67
I Harris (61085_CR37) 2014; 34
SE Nicholson (61085_CR11) 2012; 93
61085_CR46
61085_CR45
61085_CR44
61085_CR43
K Schaefer (61085_CR33) 2011; 63
X Zhan (61085_CR42) 2003; 162
ZQ Xiao (61085_CR39) 2014; 52
Y Liu (61085_CR15) 2019; 10
AH Lloyd (61085_CR34) 2003; 14
PJ Sellers (61085_CR49) 1996; 9
SL Piao (61085_CR52) 2011; 17
N Thomas (61085_CR2) 2018; 31
Y Fan (61085_CR38) 2008; 113
GV Frost (61085_CR9) 2014; 20
61085_CR27
MC Serreze (61085_CR19) 2006; 76
Yongkang Xue (61085_CR48) 2004; 109
XH Wang (61085_CR53) 2011; 108
References_xml – ident: CR45
– ident: CR22
– volume: 67
  start-page: 43
  year: 2004
  end-page: 62
  ident: CR29
  article-title: Detecting Arctic Climate Change Using Köppen Climate Classification
  publication-title: Clim. Change
  doi: 10.1007/s10584-004-4786-2
– volume: 52
  start-page: 209
  year: 2014
  end-page: 223
  ident: CR39
  article-title: Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance
  publication-title: Ieee Trans. Geosci. Remote Sens.
  doi: 10.1109/TGRS.2013.2237780
– volume: 63
  start-page: 165
  year: 2011
  end-page: 180
  ident: CR33
  article-title: Amount and timing of permafrost carbon release in response to climate warming
  publication-title: Tellus Ser. B-Chemical Phys. Meteorol.
  doi: 10.1111/j.1600-0889.2011.00527.x
– volume: 363
  start-page: 2285
  year: 2008
  end-page: 2299
  ident: CR24
  article-title: Climate change and the northern Russian treeline zone
  publication-title: Philos. Trans. R. Soc. B-Biological Sci.
  doi: 10.1098/rstb.2007.2200
– volume: 42
  start-page: 137
  year: 2019
  end-page: 147
  ident: CR36
  article-title: Reproduction as a bottleneck to treeline advance across the circumarctic forest tundra ecotone
  publication-title: Ecography (Cop.).
  doi: 10.1111/ecog.03733
– volume: 59
  start-page: 1
  year: 2014
  end-page: 13
  ident: CR18
  article-title: Climate classification revisited: from Koppen to Trewartha
  publication-title: Clim. Res.
  doi: 10.3354/cr01204
– volume: 120
  start-page: 1300
  year: 2015
  end-page: 1321
  ident: CR30
  article-title: Investigation of North American vegetation variability under recent climate: A study using the SSiB4/TRIFFID biophysical/dynamic vegetation model
  publication-title: J. Geophys. Res.
– ident: CR8
– volume: 2
  start-page: 45
  year: 2011
  end-page: 65
  ident: CR16
  article-title: Drought under global warming: a review
  publication-title: Wiley Interdiscip. Rev. Chang.
  doi: 10.1002/wcc.81
– volume: 79
  start-page: 815
  year: 1998
  end-page: 829
  ident: CR7
  article-title: Desertification, drought, and surface vegetation: An example from the West African Sahel
  publication-title: Bull. Am. Meteorol. Soc.
  doi: 10.1175/1520-0477(1998)079<0815:DDASVA>2.0.CO;2
– ident: CR21
– volume: 28
  start-page: 4034
  year: 2015
  end-page: 4060
  ident: CR4
  article-title: Variability and Predictability of West African Droughts: A Review on the Role of Sea Surface Temperature Anomalies
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-14-00130.1
– volume: 4
  start-page: 345
  year: 1991
  end-page: 364
  ident: CR41
  article-title: A Simplified Biosphere Model for Global Climate Studies
  publication-title: J. Clim.
  doi: 10.1175/1520-0442(1991)004<0345:ASBMFG>2.0.CO;2
– ident: CR46
– volume: 47
  start-page: 3517
  year: 2016
  end-page: 3545
  ident: CR12
  article-title: West African monsoon decadal variability and surface-related forcings: second West African Monsoon Modeling and Evaluation Project Experiment (WAMME II)
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-016-3224-2
– volume: 13
  start-page: 8833
  year: 2013
  end-page: 8855
  ident: CR32
  article-title: Black carbon in the Arctic: the underestimated role of gas flaring and residential combustion emissions
  publication-title: Atmos. Chem. Phys.
  doi: 10.5194/acp-13-8833-2013
– volume: 76
  start-page: 241
  year: 2006
  end-page: 264
  ident: CR19
  article-title: The arctic amplification debate
  publication-title: Clim. Change
  doi: 10.1007/s10584-005-9017-y
– volume: 9
  start-page: 706
  year: 1996
  end-page: 737
  ident: CR49
  article-title: A revised land surface parameterization (SiB2) for atmospheric GCMs. Part II: The generation of global fields of terrestrial biophysical parameters from satellite data
  publication-title: J. Clim.
  doi: 10.1175/1520-0442(1996)009<0706:ARLSPF>2.0.CO;2
– volume: 43
  start-page: 1847
  year: 2014
  end-page: 1856
  ident: CR51
  article-title: Bias corrections of global models for regional climate simulations of high-impact weather
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-013-2011-6
– ident: CR50
– volume: 34
  start-page: 623
  year: 2014
  end-page: 642
  ident: CR37
  article-title: Updated high-resolution grids of monthly climatic observations - the CRU TS3.10 Dataset
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.3711
– volume: 12
  start-page: 1040
  year: 2009
  end-page: 1049
  ident: CR1
  article-title: Are treelines advancing? A global meta-analysis of treeline response to climate warming
  publication-title: Ecol. Lett.
  doi: 10.1111/j.1461-0248.2009.01355.x
– year: 2019
  ident: CR5
  publication-title: Understanding Northern Latitude Vegetation Greening and Browning
– volume: 17
  start-page: 3228
  year: 2011
  end-page: 3239
  ident: CR52
  article-title: Changes in satellite-derived vegetation growth trend in temperate and boreal Eurasia from 1982 to 2006
  publication-title: Glob. Chang. Biol.
  doi: 10.1111/j.1365-2486.2011.02419.x
– volume: 43
  start-page: 2607
  year: 2014
  end-page: 2627
  ident: CR14
  article-title: Global warming and 21st century drying
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-014-2075-y
– volume: 107
  start-page: 1295
  year: 2010
  end-page: 1300
  ident: CR3
  article-title: Changes in Arctic vegetation amplify high-latitude warming through the greenhouse effect
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.0913846107
– volume: 253
  start-page: 299
  year: 1991
  end-page: 301
  ident: CR6
  article-title: Expansion and contraction of the Sahara Desert from 1980 to 1990
  publication-title: Science (80-.).
  doi: 10.1126/science.253.5017.299
– volume: 183
  start-page: 571
  year: 2017
  end-page: 586
  ident: CR35
  article-title: Treeline advances and associated shifts in the ground vegetation alter fine root dynamics and mycelia production in the South and Polar Urals
  publication-title: Oecologia
  doi: 10.1007/s00442-016-3785-0
– volume: 162
  start-page: 97
  year: 2003
  end-page: 117
  ident: CR42
  article-title: An analytical approach for estimating CO 2 and heat fluxes over the Amazonian region
  publication-title: Ecol. Modell.
  doi: 10.1016/S0304-3800(02)00405-2
– volume: 113
  start-page: 18
  year: 2008
  ident: CR38
  article-title: A global monthly land surface air temperature analysis for 1948-present
  publication-title: J. Geophys. Res.
  doi: 10.1029/2008JG000723
– ident: CR43
– volume: 31
  start-page: 3349
  year: 2018
  end-page: 3370
  ident: CR2
  article-title: Twentieth-Century Climate Change over Africa: Seasonal Hydroclimate Trends and Sahara Desert Expansion
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-17-0187.1
– volume: 14
  start-page: 93
  year: 2003
  end-page: 101
  ident: CR34
  article-title: Effects of permafrost degradation on woody vegetation at arctic treeline on the Seward Peninsula, Alaska
  publication-title: Permafr. Periglac. Process.
  doi: 10.1002/ppp.446
– ident: CR10
– volume: 8
  start-page: 10
  year: 2013
  ident: CR20
  article-title: Tundra shrubification and tree-line advance amplify arctic climate warming: results from an individual-based dynamic vegetation model
  publication-title: Environ. Res. Lett.
– volume: 65
  start-page: 234
  year: 2009
  end-page: 235
  ident: CR26
  article-title: Fundamentals of the physical environment, 4th edition
  publication-title: N. Z. Geog.
  doi: 10.1111/j.1745-7939.2009.01167_1.x
– volume: 20
  start-page: 1264
  year: 2014
  end-page: 1277
  ident: CR9
  article-title: Tall shrub and tree expansion in Siberian tundra ecotones since the 1960s
  publication-title: Glob. Chang. Biol.
  doi: 10.1111/gcb.12406
– volume: 10
  start-page: 9
  year: 2019
  end-page: 29
  ident: CR15
  article-title: Global vegetation variability and its response to elevated CO2, global warming, and climate variability - a study using the offline SSiB4/TRIFFID model and satellite data
  publication-title: Earth Syst. Dyn.
  doi: 10.5194/esd-10-9-2019
– ident: CR27
– ident: CR23
– ident: CR44
– volume: 9
  start-page: 2415
  year: 2016
  end-page: 2440
  ident: CR47
  article-title: Improved representation of plant functional types and physiology in the Joint UK Land Environment Simulator (JULES v4.2) using plant trait information
  publication-title: Geosci. Model Dev.
  doi: 10.5194/gmd-9-2415-2016
– volume: 109
  start-page: n/a-n/a
  issue: D3
  year: 2004
  ident: CR48
  article-title: Role of land surface processes in monsoon development: East Asia and West Africa
  publication-title: Journal of Geophysical Research: Atmospheres
  doi: 10.1029/2003JD003556
– volume: 23
  start-page: 4133
  year: 2017
  end-page: 4146
  ident: CR31
  article-title: Inconsistencies of interannual variability and trends in long-term satellite leaf area index products.
  publication-title: Biol
– volume: 22
  start-page: 682
  year: 2016
  end-page: 703
  ident: CR28
  article-title: Global impacts of the 1980s regime shift
  publication-title: Glob Chang Biol
  doi: 10.1111/gcb.13106
– volume: 93
  start-page: 1219
  year: 2012
  end-page: 1231
  ident: CR11
  article-title: A two-century precipitation dataset for the continent of Africa
  publication-title: Bull. Am. Meteorol. Soc.
  doi: 10.1175/BAMS-D-11-00212.1
– ident: CR13
– volume: 27
  start-page: 2185
  year: 2014
  end-page: 2208
  ident: CR40
  article-title: The NCEP Climate Forecast System Version 2
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-12-00823.1
– volume: 38
  start-page: 1359
  year: 2012
  end-page: 1373
  ident: CR17
  article-title: Evaluating observed and projected future climate changes for the Arctic using the Koppen-Trewartha climate classification
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-011-1020-6
– volume: 108
  start-page: 1240
  year: 2011
  end-page: 1245
  ident: CR53
  article-title: Spring temperature change and its implication in the change of vegetation growth in North America from 1982 to 2006
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.1014425108
– volume: 16
  start-page: 267
  year: 2005
  end-page: 282
  ident: CR25
  article-title: The circumpolar Arctic vegetation map
  publication-title: J. Veg. Sci.
  doi: 10.1111/j.1654-1103.2005.tb02365.x
– volume: 113
  start-page: 18
  year: 2008
  ident: 61085_CR38
  publication-title: J. Geophys. Res.
  doi: 10.1029/2008JG000723
– volume: 10
  start-page: 9
  year: 2019
  ident: 61085_CR15
  publication-title: Earth Syst. Dyn.
  doi: 10.5194/esd-10-9-2019
– volume: 34
  start-page: 623
  year: 2014
  ident: 61085_CR37
  publication-title: Int. J. Climatol.
  doi: 10.1002/joc.3711
– volume: 42
  start-page: 137
  year: 2019
  ident: 61085_CR36
  publication-title: Ecography (Cop.).
  doi: 10.1111/ecog.03733
– ident: 61085_CR13
  doi: 10.2307/4314962
– volume: 14
  start-page: 93
  year: 2003
  ident: 61085_CR34
  publication-title: Permafr. Periglac. Process.
  doi: 10.1002/ppp.446
– volume: 17
  start-page: 3228
  year: 2011
  ident: 61085_CR52
  publication-title: Glob. Chang. Biol.
  doi: 10.1111/j.1365-2486.2011.02419.x
– volume: 20
  start-page: 1264
  year: 2014
  ident: 61085_CR9
  publication-title: Glob. Chang. Biol.
  doi: 10.1111/gcb.12406
– ident: 61085_CR27
  doi: 10.1093/acrefore/9780190228620.013.514
– volume: 2
  start-page: 45
  year: 2011
  ident: 61085_CR16
  publication-title: Wiley Interdiscip. Rev. Chang.
  doi: 10.1002/wcc.81
– ident: 61085_CR44
  doi: 10.1007/s00382-018-4476-9
– volume: 93
  start-page: 1219
  year: 2012
  ident: 61085_CR11
  publication-title: Bull. Am. Meteorol. Soc.
  doi: 10.1175/BAMS-D-11-00212.1
– volume: 47
  start-page: 3517
  year: 2016
  ident: 61085_CR12
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-016-3224-2
– volume: 63
  start-page: 165
  year: 2011
  ident: 61085_CR33
  publication-title: Tellus Ser. B-Chemical Phys. Meteorol.
  doi: 10.1111/j.1600-0889.2011.00527.x
– volume: 183
  start-page: 571
  year: 2017
  ident: 61085_CR35
  publication-title: Oecologia
  doi: 10.1007/s00442-016-3785-0
– ident: 61085_CR21
– volume: 9
  start-page: 706
  year: 1996
  ident: 61085_CR49
  publication-title: J. Clim.
  doi: 10.1175/1520-0442(1996)009<0706:ARLSPF>2.0.CO;2
– volume: 109
  start-page: n/a-n/a
  issue: D3
  year: 2004
  ident: 61085_CR48
  publication-title: Journal of Geophysical Research: Atmospheres
  doi: 10.1029/2003JD003556
– volume: 79
  start-page: 815
  year: 1998
  ident: 61085_CR7
  publication-title: Bull. Am. Meteorol. Soc.
  doi: 10.1175/1520-0477(1998)079<0815:DDASVA>2.0.CO;2
– volume: 59
  start-page: 1
  year: 2014
  ident: 61085_CR18
  publication-title: Clim. Res.
  doi: 10.3354/cr01204
– ident: 61085_CR10
  doi: 10.4324/9781315158402
– ident: 61085_CR46
– volume: 65
  start-page: 234
  year: 2009
  ident: 61085_CR26
  publication-title: N. Z. Geog.
  doi: 10.1111/j.1745-7939.2009.01167_1.x
– volume: 9
  start-page: 2415
  year: 2016
  ident: 61085_CR47
  publication-title: Geosci. Model Dev.
  doi: 10.5194/gmd-9-2415-2016
– volume-title: Understanding Northern Latitude Vegetation Greening and Browning
  year: 2019
  ident: 61085_CR5
  doi: 10.17226/25423
– volume: 8
  start-page: 10
  year: 2013
  ident: 61085_CR20
  publication-title: Environ. Res. Lett.
– ident: 61085_CR45
– ident: 61085_CR22
– volume: 108
  start-page: 1240
  year: 2011
  ident: 61085_CR53
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.1014425108
– volume: 31
  start-page: 3349
  year: 2018
  ident: 61085_CR2
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-17-0187.1
– volume: 67
  start-page: 43
  year: 2004
  ident: 61085_CR29
  publication-title: Clim. Change
  doi: 10.1007/s10584-004-4786-2
– volume: 23
  start-page: 4133
  year: 2017
  ident: 61085_CR31
  publication-title: Biol
– volume: 27
  start-page: 2185
  year: 2014
  ident: 61085_CR40
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-12-00823.1
– volume: 76
  start-page: 241
  year: 2006
  ident: 61085_CR19
  publication-title: Clim. Change
  doi: 10.1007/s10584-005-9017-y
– volume: 162
  start-page: 97
  year: 2003
  ident: 61085_CR42
  publication-title: Ecol. Modell.
  doi: 10.1016/S0304-3800(02)00405-2
– volume: 43
  start-page: 1847
  year: 2014
  ident: 61085_CR51
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-013-2011-6
– volume: 107
  start-page: 1295
  year: 2010
  ident: 61085_CR3
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.0913846107
– volume: 120
  start-page: 1300
  year: 2015
  ident: 61085_CR30
  publication-title: J. Geophys. Res.
  doi: 10.1002/2014JD021963
– volume: 13
  start-page: 8833
  year: 2013
  ident: 61085_CR32
  publication-title: Atmos. Chem. Phys.
  doi: 10.5194/acp-13-8833-2013
– volume: 12
  start-page: 1040
  year: 2009
  ident: 61085_CR1
  publication-title: Ecol. Lett.
  doi: 10.1111/j.1461-0248.2009.01355.x
– ident: 61085_CR23
– volume: 16
  start-page: 267
  year: 2005
  ident: 61085_CR25
  publication-title: J. Veg. Sci.
  doi: 10.1111/j.1654-1103.2005.tb02365.x
– volume: 52
  start-page: 209
  year: 2014
  ident: 61085_CR39
  publication-title: Ieee Trans. Geosci. Remote Sens.
  doi: 10.1109/TGRS.2013.2237780
– ident: 61085_CR50
– ident: 61085_CR43
  doi: 10.1007/s00382-018-4351-8
– volume: 253
  start-page: 299
  year: 1991
  ident: 61085_CR6
  publication-title: Science (80-.).
  doi: 10.1126/science.253.5017.299
– volume: 363
  start-page: 2285
  year: 2008
  ident: 61085_CR24
  publication-title: Philos. Trans. R. Soc. B-Biological Sci.
  doi: 10.1098/rstb.2007.2200
– volume: 28
  start-page: 4034
  year: 2015
  ident: 61085_CR4
  publication-title: J. Clim.
  doi: 10.1175/JCLI-D-14-00130.1
– volume: 43
  start-page: 2607
  year: 2014
  ident: 61085_CR14
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-014-2075-y
– volume: 4
  start-page: 345
  year: 1991
  ident: 61085_CR41
  publication-title: J. Clim.
  doi: 10.1175/1520-0442(1991)004<0345:ASBMFG>2.0.CO;2
– volume: 22
  start-page: 682
  year: 2016
  ident: 61085_CR28
  publication-title: Glob Chang Biol
  doi: 10.1111/gcb.13106
– volume: 38
  start-page: 1359
  year: 2012
  ident: 61085_CR17
  publication-title: Clim. Dyn.
  doi: 10.1007/s00382-011-1020-6
– ident: 61085_CR8
SSID ssj0000529419
Score 2.412132
Snippet Expansion of the Sahara Desert (SD) and greening of the Arctic tundra-glacier region (ArcTG) have been hot subjects under extensive investigations. However,...
SourceID pubmedcentral
proquest
pubmed
crossref
springer
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 4109
SubjectTerms 704/106/694
704/844
704/844/2739
704/844/682
704/844/841
Anthropogenic factors
Boundaries
Climate effects
Deserts
Ecosystem models
Glaciers
Greening
Humanities and Social Sciences
multidisciplinary
Science
Science (multidisciplinary)
Trends
Tundra
Vegetation
SummonAdditionalLinks – databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfR1NaxUxcKgtghfR1o_VViJ4q0uTTbLJO0mRluqhFy2825LdJFSQ3brvFWx_vTPZj_Is7Xkm7GYmyXzPAHzitRah8Cp3hSEDRZe5dVbnNcoiZ5yqvUvdPs_Lswv1famXo8NtNaZVTm9ieqh915CP_KiQ-IoK1Ff4l6s_OU2NoujqOELjCexQ6zJK6TJLM_tYKIqlxGKsleHSHq1QXlFNWbKZKO-eb8qje0rm_VzJ_wKmSQ6dvoDnowLJjgeOv4St0O7C02Gk5M0efDv5i_ebXGCsiwy1O_bDUU9mhgZm6NfMtZ6tLvthYgKhxL67DS2jBMdpxXFPhVOv4OL05OfXs3wcl5A3qEStc2udtCZSrFSbQjZcRY8KEgroknuLTPFGNk4LR06fwJ2UUS6i0UY0SiNEvobttmvDW2BRxNLWUXjNvWqa2nEeQgzKxJJTO-8MxES0qhl7idNIi99VimlLWw2ErpDQVSJ0xTM4nNdcDZ00HsXen3hRjbdqVd2dgQw-zmC8DxTkcG3orhOOkiVajSKDNwPr5s_JgvTdEiFmg6kzAvXa3oS0vy5Tz21DRbt6kcHnif13v_XwLt49vov38Kygo0gpbXofttf9dThAHWddf0gH-R8wl_cf
  priority: 102
  providerName: ProQuest
– databaseName: Springer Nature OA Free Journals
  dbid: C6C
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8QwEA6LIngR364vInjTYtIkTfYoi6IevOiCt5K2CQrSle4uqL_emfQh6ws8z4S2M0lnJjPzDSHHLFPcxYWMbKwxQFFJZKxRUQa2yGors8IGtM_b5Gokbx7UQ4_EbS9MKNoPkJbhN91Wh51NwNBgM1gIdrBgHsL0RYRux109TIbdvQpmriQfNP0xTJgfls7boG-O5ff6yC9J0mB7LlfJSuM00vP6NddIz5XrZKkeI_m2Qa4vXuFM47UXHXsKHh29s4jDTCGodNWU2rKgk8eqnpKALL4av7uSYlFju-K8wmapTTK6vLgfXkXNiIQoB8dpGhljhdEe86NKxyJn0hfgFIFRTlhhQBGFFrlV3OJFj2NWCC8GXivNc6mAIrbIQjku3Q6hnvvEZJ4XihUyzzPLmHPeSe0ThhDefcJboaV5gx-OYyye05DHFiatBZ2CoNMg6JT1yUm35qVGz_iTe7_VRdqcpEkaC7CeHPxUIB91ZDgDmNiwpRvPAo8UCUSKvE-2a9V1jxMx-rgJUPScUjsGxNeep5RPjwFnW2Ojrhr0yWmr_s_X-v0rdv_HvkeWY9yaWNam9snCtJq5A_Bzptlh2NgfzlT07w
  priority: 102
  providerName: Springer Nature
Title Expansion of the Sahara Desert and shrinking of frozen land of the Arctic
URI https://link.springer.com/article/10.1038/s41598-020-61085-0
https://www.ncbi.nlm.nih.gov/pubmed/32139761
https://www.proquest.com/docview/2371811390
https://www.proquest.com/docview/2374364011
https://pubmed.ncbi.nlm.nih.gov/PMC7057959
Volume 10
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3fa9swED66lsFeyn43XRc02NvmTbYkS3koIwspXWBlrAvkzci2RAvFaZ0U2v71vZPtjKxdoU8Bn-zYdzruO0n3HcBHnqvYJaWMbKIpQVFpZKxRUY6xyGor89IGts-j9HAqJzM124Cu3VGrwMW9qR31k5rWZ1-uLq6_ocPvNyXj5usCgxAVioVEiA7TYwq_hZFJk6P-bOF-w_WdDGTo9UEk7BGCiaSto7n_Meux6g4AvXuO8p_N1BCjDp7Ddgsu2bCZDS9gw1Uv4WnTbvL6FfwYX6Hv0_IYm3uGyI8dW-JrZph8unrJbFWyxUnddFOgIb6e37iK0eHH7o5hTUVVr2F6MP4zOozaVgpRgQBrGRljhdGe9lGVTkTBpS8RPGHwTnlp0GClFoVVsaUFIcetEF4MvFY6LqRCiXgDm9W8cjvAfOxTk_u4VLyURZFbzp3zTmqfcqL67kHcKS0rWp5xandxloX9bmGyRtEZKjoLis54Dz6t7jlvWDYeHL3X2SLrJkyWCIyyMeJZFH9YidFXaAPEVm5-GcZIkWJGGffgbWO61d-JhLBwihK9ZtTVAOLhXpdUpyeBj1tTQa8a9OBzZ_6_r_X_r9h91De_g2cJzUw6_ab2YHNZX7r3CIeWeR-e6Jnuw9ZwODme4O_38dGv33h1lI76YYmhH7zgFj7rBd0
linkProvider Scholars Portal
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtR3LbtQwcFS2QnBBvAkUMBKcIKoT23H2gFCBrXZpWSFopd6CE9tqpSop2a2gfBTfyExe1VLRW8-eOPbMeDzjeQG85LmKXGxlaGJNBopKwtSkKszxLjLayNyaptrnPJnuy08H6mAN_vS5MBRW2cvERlDbqqA38s1YoBSNUF_h705-hNQ1iryrfQuNli123NlPNNkWb2cfkb6v4nh7svdhGnZdBcICdY1lmKZGpNqTS1HpWBRceot6BN5jCbcprt1qURgVGXobcdwI4cXYa6WjQiocETjvNViXAk2ZEay_n8y_fB1edchvJqNxl53DRbq5wJkpi62x0ijSn6_egBfU2ovRmf-4aJubb_s23OpUVrbV8tgdWHPlXbjeNrE8uwezyS-UKPToxirPUJ9k3wxVgWZo0rp6yUxp2eKwbns0EIivq9-uZBRS2X-xVVOq1n3YvxJUPoBRWZXuETAf-STNfWQVt7IocsO5c95J7RNOBcQDiHqkZUVXvZyaaBxnjRddpFmL6AwRnTWIzngAr4dvTtraHZdCb_S0yLpzvMjOuS6AF8MwnkByq5jSVacNDDID2qlRAA9b0g2_EzFp2AmO6BWiDgBU3Xt1pDw6bKp8a0oTVuMA3vTkP1_W_3fx-PJdPIcb073Pu9nubL7zBG7GxJYUUKc2YLSsT91T1LCW-bOOrRl8v-qT9BeYfjLH
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtR3LbtQwcFSKQFwQzxIoYCQ4QbR2HMfZA0IV7apLUYUElfZmnNhWkVBSsltB-TS-jpm8qqWit579SDwPe94D8JIXSvjEpbFNNCkoKotzm6u4wLfIapsWzrbVPg-z_aP0w0ItNuDPkAtDYZXDndhe1K4uyUY-SSTeogLlFT4JfVjEp93Zu5MfMXWQIk_r0E6jI5EDf_YT1bfl2_ku4vpVksz2vrzfj_sOA3GJcscqznMrcx3Ivah0IkueBocyBb5pGXc5nsNpWVolLNlJPLdSBjkNWmlRpgpHJO57Da5rqQTxmF7o0b5DHrRUTPs8HS7zyRL3pXy2Vl-jmH--_hZeEHAvxmn-46xt38DZHbjdC69sp6O2u7Dhq3two2tneXYf5nu_8G4h8xurA0PJkn22VA-aoXLrmxWzlWPL46br1kBTQlP_9hWj4MphxU5DSVsP4OhKAPkQNqu68o-ABRGyvAjCKe7Ssiws594Hn-qQcSolHoEYgGbKvo45tdP4blp_usxNB2iDgDYtoA2P4PW45qSr4nHp7O0BF6bn6KU5p78IXozDyIvkYLGVr0_bOanMUGMVEWx1qBs_JxOStTMc0WtIHSdQne_1kerbcVvvW1PCsJpG8GZA__lv_f8Ujy8_xXO4ifxjPs4PD57ArYSokiLr1DZsrppT_xRFrVXxrKVpBl-vmon-AsYcNZc
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=Expansion+of+the+Sahara+Desert+and+shrinking+of+frozen+land+of+the+Arctic&rft.jtitle=Scientific+reports&rft.au=Liu%2C+Ye&rft.au=Xue%2C+Yongkang&rft.date=2020-03-05&rft.issn=2045-2322&rft.eissn=2045-2322&rft.volume=10&rft.issue=1&rft_id=info:doi/10.1038%2Fs41598-020-61085-0&rft.externalDBID=n%2Fa&rft.externalDocID=10_1038_s41598_020_61085_0
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2045-2322&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2045-2322&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2045-2322&client=summon