Remapping of Greenland ice sheet surface mass balance anomalies for large ensemble sea-level change projections
Future sea-level change projections with process-based stand-alone ice sheet models are typically driven with surface mass balance (SMB) forcing derived from climate models. In this work we address the problems arising from a mismatch of the modelled ice sheet geometry with the geometry used by the...
Gespeichert in:
Veröffentlicht in: | The cryosphere 2020-06, Vol.14 (6), p.1747-1762 |
---|---|
Hauptverfasser: | , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1762 |
---|---|
container_issue | 6 |
container_start_page | 1747 |
container_title | The cryosphere |
container_volume | 14 |
creator | Goelzer, Heiko Noel, Brice P. Y. Edwards, Tamsin L. Fettweis, Xavier Gregory, Jonathan M. Lipscomb, William H. van de Wal, Roderik S. W. van den Broeke, Michiel R. |
description | Future sea-level change projections with process-based stand-alone ice sheet models are typically driven with surface mass balance (SMB) forcing derived from climate models. In this work we address the problems arising from a mismatch of the modelled ice sheet geometry with the geometry used by the climate model. We present a method for applying SMB forcing from climate models to a wide range of Greenland ice sheet models with varying and temporally evolving geometries. In order to achieve that, we translate a given SMB anomaly field as a function of absolute location to a function of surface elevation for 25 regional drainage basins, which can then be applied to different modelled ice sheet geometries. The key feature of the approach is the non-locality of this remapping process. The method reproduces the original forcing data closely when remapped to the original geometry. When remapped to different modelled geometries it produces a physically meaningful forcing with smooth and continuous SMB anomalies across basin divides. The method considerably reduces non-physical biases that would arise by applying the SMB anomaly derived for the climate model geometry directly to a large range of modelled ice sheet model geometries. |
doi_str_mv | 10.5194/tc-14-1747-2020 |
format | Article |
fullrecord | <record><control><sourceid>gale_webof</sourceid><recordid>TN_cdi_webofscience_primary_000538335700001</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A625540860</galeid><doaj_id>oai_doaj_org_article_5841ad9927a546b6806b4a3ec1def913</doaj_id><sourcerecordid>A625540860</sourcerecordid><originalsourceid>FETCH-LOGICAL-a610t-cfedc886884da0cc28f362242c375033df9575ed7bcc4c36845abad9b26d95903</originalsourceid><addsrcrecordid>eNqNks2LFDEQxRtRcF09e23wJNK7-e7kuAy6DiwIq55Ddbq6N0N3Z0wyu_rfm5mRkQEPkkOqkvd7pMKrqreUXElqxHV2DRUNbUXbMMLIs-qCGiMaIph4fqqpelm9SmlDiGKGiIsq3OMM261fxjoM9W1EXCZY-to7rNMDYq7TLg5QuhlSqjsot6WBJcwweUz1EGI9QRyxxiXh3E2FQ2gmfMSpdg-wlJttDBt02Yclva5eDDAlfPNnv6y-f_r4bfW5uftyu17d3DWgKMmNG7B3WiutRQ_EOaYHrhgTzPFWEs77wchWYt92zgnHlRYSOuhNx1RvpCH8slofffsAG7uNfob4ywbw9nAQ4mghZu8mtFILWlDDWpBCdUoT1Qng6GiPg6G8ePGjVxl4xMJ23j6yg9mh3k3FzNkOLWNKWyZaw2Wh3h2pMv2PHaZsN2EXlzJ0UVBBGKVG_1WNUJ7ilyHkCG72ydkbxaQURKv9NFf_UJXV4-xdWHDw5fwMeH8GFE3Gn3mEXUp2_fX-XHt91LoYUoo4nL6LEruPls3OUmH30bL7aBXiw5F4wi4MyXksmThRhBDJNeeyLRWhRa3_X73yGfZBWYXdkvlv4RffjA</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2414021198</pqid></control><display><type>article</type><title>Remapping of Greenland ice sheet surface mass balance anomalies for large ensemble sea-level change projections</title><source>DOAJ Directory of Open Access Journals</source><source>Web of Science - Science Citation Index Expanded - 2020<img src="https://exlibris-pub.s3.amazonaws.com/fromwos-v2.jpg" /></source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Goelzer, Heiko ; Noel, Brice P. Y. ; Edwards, Tamsin L. ; Fettweis, Xavier ; Gregory, Jonathan M. ; Lipscomb, William H. ; van de Wal, Roderik S. W. ; van den Broeke, Michiel R.</creator><creatorcontrib>Goelzer, Heiko ; Noel, Brice P. Y. ; Edwards, Tamsin L. ; Fettweis, Xavier ; Gregory, Jonathan M. ; Lipscomb, William H. ; van de Wal, Roderik S. W. ; van den Broeke, Michiel R.</creatorcontrib><description>Future sea-level change projections with process-based stand-alone ice sheet models are typically driven with surface mass balance (SMB) forcing derived from climate models. In this work we address the problems arising from a mismatch of the modelled ice sheet geometry with the geometry used by the climate model. We present a method for applying SMB forcing from climate models to a wide range of Greenland ice sheet models with varying and temporally evolving geometries. In order to achieve that, we translate a given SMB anomaly field as a function of absolute location to a function of surface elevation for 25 regional drainage basins, which can then be applied to different modelled ice sheet geometries. The key feature of the approach is the non-locality of this remapping process. The method reproduces the original forcing data closely when remapped to the original geometry. When remapped to different modelled geometries it produces a physically meaningful forcing with smooth and continuous SMB anomalies across basin divides. The method considerably reduces non-physical biases that would arise by applying the SMB anomaly derived for the climate model geometry directly to a large range of modelled ice sheet model geometries.</description><identifier>ISSN: 1994-0416</identifier><identifier>ISSN: 1994-0424</identifier><identifier>EISSN: 1994-0424</identifier><identifier>EISSN: 1994-0416</identifier><identifier>DOI: 10.5194/tc-14-1747-2020</identifier><language>eng</language><publisher>GOTTINGEN: Copernicus Gesellschaft Mbh</publisher><subject>Ablation ; Analysis ; Anomalies ; Basins ; Climate ; Climate change ; Climate models ; Drainage basins ; Earth sciences & physical geography ; Equilibrium ; Geography, Physical ; Geology ; Geometry ; Geosciences, Multidisciplinary ; Glaciation ; Greenland ice sheet ; Ice ; Ice sheet models ; Ice sheets ; Mass balance ; Mass balance of ice sheets ; Physical Geography ; Physical Sciences ; Physical, chemical, mathematical & earth Sciences ; Physique, chimie, mathématiques & sciences de la terre ; Prejudice ; River basins ; Science & Technology ; Sciences de la terre & géographie physique ; Sea level ; Sea level anomalies ; Sea level changes ; Sheet modelling ; Simulation</subject><ispartof>The cryosphere, 2020-06, Vol.14 (6), p.1747-1762</ispartof><rights>COPYRIGHT 2020 Copernicus GmbH</rights><rights>2020. This work is published under https://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.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>10</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000538335700001</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-a610t-cfedc886884da0cc28f362242c375033df9575ed7bcc4c36845abad9b26d95903</citedby><cites>FETCH-LOGICAL-a610t-cfedc886884da0cc28f362242c375033df9575ed7bcc4c36845abad9b26d95903</cites><orcidid>0000-0003-1296-8644 ; 0000-0002-5878-9599 ; 0000-0002-4140-3813 ; 0000-0003-4662-7565</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,315,781,785,865,886,2103,2115,27929,27930,28253</link.rule.ids></links><search><creatorcontrib>Goelzer, Heiko</creatorcontrib><creatorcontrib>Noel, Brice P. Y.</creatorcontrib><creatorcontrib>Edwards, Tamsin L.</creatorcontrib><creatorcontrib>Fettweis, Xavier</creatorcontrib><creatorcontrib>Gregory, Jonathan M.</creatorcontrib><creatorcontrib>Lipscomb, William H.</creatorcontrib><creatorcontrib>van de Wal, Roderik S. W.</creatorcontrib><creatorcontrib>van den Broeke, Michiel R.</creatorcontrib><title>Remapping of Greenland ice sheet surface mass balance anomalies for large ensemble sea-level change projections</title><title>The cryosphere</title><addtitle>CRYOSPHERE</addtitle><description>Future sea-level change projections with process-based stand-alone ice sheet models are typically driven with surface mass balance (SMB) forcing derived from climate models. In this work we address the problems arising from a mismatch of the modelled ice sheet geometry with the geometry used by the climate model. We present a method for applying SMB forcing from climate models to a wide range of Greenland ice sheet models with varying and temporally evolving geometries. In order to achieve that, we translate a given SMB anomaly field as a function of absolute location to a function of surface elevation for 25 regional drainage basins, which can then be applied to different modelled ice sheet geometries. The key feature of the approach is the non-locality of this remapping process. The method reproduces the original forcing data closely when remapped to the original geometry. When remapped to different modelled geometries it produces a physically meaningful forcing with smooth and continuous SMB anomalies across basin divides. The method considerably reduces non-physical biases that would arise by applying the SMB anomaly derived for the climate model geometry directly to a large range of modelled ice sheet model geometries.</description><subject>Ablation</subject><subject>Analysis</subject><subject>Anomalies</subject><subject>Basins</subject><subject>Climate</subject><subject>Climate change</subject><subject>Climate models</subject><subject>Drainage basins</subject><subject>Earth sciences & physical geography</subject><subject>Equilibrium</subject><subject>Geography, Physical</subject><subject>Geology</subject><subject>Geometry</subject><subject>Geosciences, Multidisciplinary</subject><subject>Glaciation</subject><subject>Greenland ice sheet</subject><subject>Ice</subject><subject>Ice sheet models</subject><subject>Ice sheets</subject><subject>Mass balance</subject><subject>Mass balance of ice sheets</subject><subject>Physical Geography</subject><subject>Physical Sciences</subject><subject>Physical, chemical, mathematical & earth Sciences</subject><subject>Physique, chimie, mathématiques & sciences de la terre</subject><subject>Prejudice</subject><subject>River basins</subject><subject>Science & Technology</subject><subject>Sciences de la terre & géographie physique</subject><subject>Sea level</subject><subject>Sea level anomalies</subject><subject>Sea level changes</subject><subject>Sheet modelling</subject><subject>Simulation</subject><issn>1994-0416</issn><issn>1994-0424</issn><issn>1994-0424</issn><issn>1994-0416</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>AOWDO</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>DOA</sourceid><recordid>eNqNks2LFDEQxRtRcF09e23wJNK7-e7kuAy6DiwIq55Ddbq6N0N3Z0wyu_rfm5mRkQEPkkOqkvd7pMKrqreUXElqxHV2DRUNbUXbMMLIs-qCGiMaIph4fqqpelm9SmlDiGKGiIsq3OMM261fxjoM9W1EXCZY-to7rNMDYq7TLg5QuhlSqjsot6WBJcwweUz1EGI9QRyxxiXh3E2FQ2gmfMSpdg-wlJttDBt02Yclva5eDDAlfPNnv6y-f_r4bfW5uftyu17d3DWgKMmNG7B3WiutRQ_EOaYHrhgTzPFWEs77wchWYt92zgnHlRYSOuhNx1RvpCH8slofffsAG7uNfob4ywbw9nAQ4mghZu8mtFILWlDDWpBCdUoT1Qng6GiPg6G8ePGjVxl4xMJ23j6yg9mh3k3FzNkOLWNKWyZaw2Wh3h2pMv2PHaZsN2EXlzJ0UVBBGKVG_1WNUJ7ilyHkCG72ydkbxaQURKv9NFf_UJXV4-xdWHDw5fwMeH8GFE3Gn3mEXUp2_fX-XHt91LoYUoo4nL6LEruPls3OUmH30bL7aBXiw5F4wi4MyXksmThRhBDJNeeyLRWhRa3_X73yGfZBWYXdkvlv4RffjA</recordid><startdate>20200602</startdate><enddate>20200602</enddate><creator>Goelzer, Heiko</creator><creator>Noel, Brice P. Y.</creator><creator>Edwards, Tamsin L.</creator><creator>Fettweis, Xavier</creator><creator>Gregory, Jonathan M.</creator><creator>Lipscomb, William H.</creator><creator>van de Wal, Roderik S. W.</creator><creator>van den Broeke, Michiel R.</creator><general>Copernicus Gesellschaft Mbh</general><general>Copernicus GmbH</general><general>Copernicus Group</general><general>Copernicus Publications</general><scope>AOWDO</scope><scope>BLEPL</scope><scope>DTL</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>7QH</scope><scope>7TG</scope><scope>7TN</scope><scope>7UA</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BFMQW</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>GNUQQ</scope><scope>H95</scope><scope>H96</scope><scope>HCIFZ</scope><scope>KL.</scope><scope>L.G</scope><scope>PATMY</scope><scope>PCBAR</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PYCSY</scope><scope>Q33</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-1296-8644</orcidid><orcidid>https://orcid.org/0000-0002-5878-9599</orcidid><orcidid>https://orcid.org/0000-0002-4140-3813</orcidid><orcidid>https://orcid.org/0000-0003-4662-7565</orcidid></search><sort><creationdate>20200602</creationdate><title>Remapping of Greenland ice sheet surface mass balance anomalies for large ensemble sea-level change projections</title><author>Goelzer, Heiko ; Noel, Brice P. Y. ; Edwards, Tamsin L. ; Fettweis, Xavier ; Gregory, Jonathan M. ; Lipscomb, William H. ; van de Wal, Roderik S. W. ; van den Broeke, Michiel R.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a610t-cfedc886884da0cc28f362242c375033df9575ed7bcc4c36845abad9b26d95903</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Ablation</topic><topic>Analysis</topic><topic>Anomalies</topic><topic>Basins</topic><topic>Climate</topic><topic>Climate change</topic><topic>Climate models</topic><topic>Drainage basins</topic><topic>Earth sciences & physical geography</topic><topic>Equilibrium</topic><topic>Geography, Physical</topic><topic>Geology</topic><topic>Geometry</topic><topic>Geosciences, Multidisciplinary</topic><topic>Glaciation</topic><topic>Greenland ice sheet</topic><topic>Ice</topic><topic>Ice sheet models</topic><topic>Ice sheets</topic><topic>Mass balance</topic><topic>Mass balance of ice sheets</topic><topic>Physical Geography</topic><topic>Physical Sciences</topic><topic>Physical, chemical, mathematical & earth Sciences</topic><topic>Physique, chimie, mathématiques & sciences de la terre</topic><topic>Prejudice</topic><topic>River basins</topic><topic>Science & Technology</topic><topic>Sciences de la terre & géographie physique</topic><topic>Sea level</topic><topic>Sea level anomalies</topic><topic>Sea level changes</topic><topic>Sheet modelling</topic><topic>Simulation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Goelzer, Heiko</creatorcontrib><creatorcontrib>Noel, Brice P. Y.</creatorcontrib><creatorcontrib>Edwards, Tamsin L.</creatorcontrib><creatorcontrib>Fettweis, Xavier</creatorcontrib><creatorcontrib>Gregory, Jonathan M.</creatorcontrib><creatorcontrib>Lipscomb, William H.</creatorcontrib><creatorcontrib>van de Wal, Roderik S. W.</creatorcontrib><creatorcontrib>van den Broeke, Michiel R.</creatorcontrib><collection>Web of Science - Science Citation Index Expanded - 2020</collection><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>Aqualine</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Oceanic Abstracts</collection><collection>Water Resources Abstracts</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Continental Europe Database</collection><collection>Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>ProQuest Central Student</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>SciTech Premium Collection</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environmental Science Database</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>Access via ProQuest (Open Access)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Environmental Science Collection</collection><collection>Université de Liège - Open Repository and Bibliography (ORBI)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>The cryosphere</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Goelzer, Heiko</au><au>Noel, Brice P. Y.</au><au>Edwards, Tamsin L.</au><au>Fettweis, Xavier</au><au>Gregory, Jonathan M.</au><au>Lipscomb, William H.</au><au>van de Wal, Roderik S. W.</au><au>van den Broeke, Michiel R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Remapping of Greenland ice sheet surface mass balance anomalies for large ensemble sea-level change projections</atitle><jtitle>The cryosphere</jtitle><stitle>CRYOSPHERE</stitle><date>2020-06-02</date><risdate>2020</risdate><volume>14</volume><issue>6</issue><spage>1747</spage><epage>1762</epage><pages>1747-1762</pages><issn>1994-0416</issn><issn>1994-0424</issn><eissn>1994-0424</eissn><eissn>1994-0416</eissn><abstract>Future sea-level change projections with process-based stand-alone ice sheet models are typically driven with surface mass balance (SMB) forcing derived from climate models. In this work we address the problems arising from a mismatch of the modelled ice sheet geometry with the geometry used by the climate model. We present a method for applying SMB forcing from climate models to a wide range of Greenland ice sheet models with varying and temporally evolving geometries. In order to achieve that, we translate a given SMB anomaly field as a function of absolute location to a function of surface elevation for 25 regional drainage basins, which can then be applied to different modelled ice sheet geometries. The key feature of the approach is the non-locality of this remapping process. The method reproduces the original forcing data closely when remapped to the original geometry. When remapped to different modelled geometries it produces a physically meaningful forcing with smooth and continuous SMB anomalies across basin divides. The method considerably reduces non-physical biases that would arise by applying the SMB anomaly derived for the climate model geometry directly to a large range of modelled ice sheet model geometries.</abstract><cop>GOTTINGEN</cop><pub>Copernicus Gesellschaft Mbh</pub><doi>10.5194/tc-14-1747-2020</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0003-1296-8644</orcidid><orcidid>https://orcid.org/0000-0002-5878-9599</orcidid><orcidid>https://orcid.org/0000-0002-4140-3813</orcidid><orcidid>https://orcid.org/0000-0003-4662-7565</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1994-0416 |
ispartof | The cryosphere, 2020-06, Vol.14 (6), p.1747-1762 |
issn | 1994-0416 1994-0424 1994-0424 1994-0416 |
language | eng |
recordid | cdi_webofscience_primary_000538335700001 |
source | DOAJ Directory of Open Access Journals; Web of Science - Science Citation Index Expanded - 2020<img src="https://exlibris-pub.s3.amazonaws.com/fromwos-v2.jpg" />; EZB-FREE-00999 freely available EZB journals |
subjects | Ablation Analysis Anomalies Basins Climate Climate change Climate models Drainage basins Earth sciences & physical geography Equilibrium Geography, Physical Geology Geometry Geosciences, Multidisciplinary Glaciation Greenland ice sheet Ice Ice sheet models Ice sheets Mass balance Mass balance of ice sheets Physical Geography Physical Sciences Physical, chemical, mathematical & earth Sciences Physique, chimie, mathématiques & sciences de la terre Prejudice River basins Science & Technology Sciences de la terre & géographie physique Sea level Sea level anomalies Sea level changes Sheet modelling Simulation |
title | Remapping of Greenland ice sheet surface mass balance anomalies for large ensemble sea-level change projections |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-10T05%3A27%3A47IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_webof&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Remapping%20of%20Greenland%20ice%20sheet%20surface%20mass%20balance%20anomalies%20for%20large%20ensemble%20sea-level%20change%20projections&rft.jtitle=The%20cryosphere&rft.au=Goelzer,%20Heiko&rft.date=2020-06-02&rft.volume=14&rft.issue=6&rft.spage=1747&rft.epage=1762&rft.pages=1747-1762&rft.issn=1994-0416&rft.eissn=1994-0424&rft_id=info:doi/10.5194/tc-14-1747-2020&rft_dat=%3Cgale_webof%3EA625540860%3C/gale_webof%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2414021198&rft_id=info:pmid/&rft_galeid=A625540860&rft_doaj_id=oai_doaj_org_article_5841ad9927a546b6806b4a3ec1def913&rfr_iscdi=true |