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{
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{
            
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  "author": "Jakob, Livia",
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  "author": "Jakob, Livia",
            
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  "author_email": "",
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  "author_email": "",
            
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  "citation": [],
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  "citation": [],
            
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  "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
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  "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            
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  "doi": "10.1594/PANGAEA.932162",
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  "doi": "10.1594/PANGAEA.932162",
            
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  "doi_date_published": "2021",
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  "doi_date_published": "2021",
            
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  "doi_publisher": "",
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  "doi_publisher": "",
            
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  "doi_status": "True",
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  "doi_status": "True",
            
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  "extra_authors": [
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  "extra_authors": [
            
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    {
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    {
            
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      "extra_author": "Gourmelen, Noel",
12
      "extra_author": "Gourmelen, Noel",
            
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      "familyName": "Gourmelen",
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      "familyName": "Gourmelen",
            
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      "givenName": "Noel",
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      "givenName": "Noel",
            
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      "orcid": ""
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      "orcid": ""
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Ewart, Martin",
18
      "extra_author": "Ewart, Martin",
            
19
      "familyName": "Ewart",
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      "familyName": "Ewart",
            
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      "givenName": "Martin",
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      "givenName": "Martin",
            
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      "orcid": "0000-0002-7298-2918"
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      "orcid": "0000-0002-7298-2918"
            
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    },
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    },
            
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    {
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    {
            
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      "extra_author": "Plummer, Stephen",
24
      "extra_author": "Plummer, Stephen",
            
25
      "familyName": "Plummer",
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      "familyName": "Plummer",
            
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      "givenName": "Stephen",
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      "givenName": "Stephen",
            
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      "orcid": ""
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      "orcid": ""
            
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    }
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    }
            
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  ],
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  ],
            
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  "familyName": "Jakob",
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  "familyName": "Jakob",
            
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  "givenName": "Livia",
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  "givenName": "Livia",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "cd347ecc-dfe0-4909-9057-8c3d327aca70",
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  "id": "cd347ecc-dfe0-4909-9057-8c3d327aca70",
            
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  "isopen": false,
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  "isopen": false,
            
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  "license_id": "CC-BY-4.0",
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  "license_id": "CC-BY-4.0",
            
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  "license_title": "CC-BY-4.0",
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  "license_title": "CC-BY-4.0",
            
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  "metadata_created": "2024-11-29T10:15:08.817733",
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  "metadata_created": "2024-11-29T10:15:08.817733",
            
n
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  "metadata_modified": "2024-11-29T10:15:08.817737",
n
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  "metadata_modified": "2024-11-30T10:47:32.394510",
            
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  "name": "png-doi-10-1594-pangaea-932162",
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  "name": "png-doi-10-1594-pangaea-932162",
            
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  "notes": "We report the first application of a novel approach to 
40
  "notes": "We report the first application of a novel approach to 
            
41
retrieve spatially-resolved elevation change from radar altimetry over 
41
retrieve spatially-resolved elevation change from radar altimetry over 
            
42
entire mountain glaciers areas. We apply interferometric swath 
42
entire mountain glaciers areas. We apply interferometric swath 
            
43
altimetry to CryoSat-2 data acquired between July 2010 and July 2019 
43
altimetry to CryoSat-2 data acquired between July 2010 and July 2019 
            
44
over High Mountain Asia (HMA) and in the Gulf of Alaska (GoA). We bin 
44
over High Mountain Asia (HMA) and in the Gulf of Alaska (GoA). We bin 
            
45
swath elevation data into 100 x 100 km bins, remove the topography 
45
swath elevation data into 100 x 100 km bins, remove the topography 
            
46
with a reference DEM and generate linear rates of elevation changes 
46
with a reference DEM and generate linear rates of elevation changes 
            
47
for each bin individually using a weighted regression model. We 
47
for each bin individually using a weighted regression model. We 
            
48
exclude solutions that that did not fulfil a set of quality criteria 
48
exclude solutions that that did not fulfil a set of quality criteria 
            
49
based on elevation change uncertainties, temporal completeness, 
49
based on elevation change uncertainties, temporal completeness, 
            
50
interannual changes and stability of regression results. To 
50
interannual changes and stability of regression results. To 
            
51
extrapolate missing data, hypsometric averaging is applied. We find 
51
extrapolate missing data, hypsometric averaging is applied. We find 
            
52
that during the study period, HMA and GoA have lost an average of 
52
that during the study period, HMA and GoA have lost an average of 
            
53
\u201328.0 \u00b1 3.0 Gt yr\u20131 (\u20130.29 \u00b1 0.03 m w.e. 
53
\u201328.0 \u00b1 3.0 Gt yr\u20131 (\u20130.29 \u00b1 0.03 m w.e. 
            
54
yr\u20131) and \u201376.3 \u00b1 5.7 Gt yr\u20131 (\u20130.89 \u00b1 
54
yr\u20131) and \u201376.3 \u00b1 5.7 Gt yr\u20131 (\u20130.89 \u00b1 
            
55
0.07 m w.e. yr\u20131) respectively. Glacier thinning is ubiquitous 
55
0.07 m w.e. yr\u20131) respectively. Glacier thinning is ubiquitous 
            
56
except for the Karakoram-Kunlun region experiencing stable or slightly 
56
except for the Karakoram-Kunlun region experiencing stable or slightly 
            
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positive mass balance",
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positive mass balance",
            
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  "num_resources": 0,
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  "num_resources": 0,
            
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  "num_tags": 9,
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  "num_tags": 9,
            
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  "orcid": "0000-0001-5289-5932",
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  "orcid": "0000-0001-5289-5932",
            
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  "organization": {
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  "organization": {
            
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    "approval_status": "approved",
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    "approval_status": "approved",
            
n
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    "created": "2024-11-29T10:14:08.282756",
n
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    "created": "2024-11-30T10:25:26.439072",
            
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    "description": "PANGAEA (Data Publisher for Earth & Environmental 
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    "description": "PANGAEA (Data Publisher for Earth & Environmental 
            
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Science): The information system PANGAEA is operated as an Open Access 
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Science): The information system PANGAEA is operated as an Open Access 
            
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library aimed at archiving, publishing and distributing georeferenced 
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library aimed at archiving, publishing and distributing georeferenced 
            
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data from earth system research. PANGAEA guarantees long-term 
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data from earth system research. PANGAEA guarantees long-term 
            
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availability (greater than 10 years) of its content. PANGAEA is open 
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availability (greater than 10 years) of its content. PANGAEA is open 
            
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to any project, institution, or individual scientist to use or to 
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to any project, institution, or individual scientist to use or to 
            
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archive and publish data. PANGAEA focuses on georeferenced 
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archive and publish data. PANGAEA focuses on georeferenced 
            
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observational data, experimental data, and models/simulations. 
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observational data, experimental data, and models/simulations. 
            
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Citability, comprehensive metadata descriptions, interoperability of 
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Citability, comprehensive metadata descriptions, interoperability of 
            
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data and metadata, a high degree of structural and semantic 
73
data and metadata, a high degree of structural and semantic 
            
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harmonization of the data inventory as well as the commitment of the 
74
harmonization of the data inventory as well as the commitment of the 
            
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hosting institutions ensures FAIRness of archived data.",
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hosting institutions ensures FAIRness of archived data.",
            
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    "id": "56530dcf-700b-4522-8db7-d472ec5e6b9b",
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    "id": "c2816fc6-b5ce-42c9-b5a4-11709b658b82",
            
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    "image_url": "pangaea_topiccryosphere.png",
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    "image_url": "pangaea_topicecology.png",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "pangaea_cryosphere",
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    "name": "pangaea_ecology",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "PANGAEA (Cryosphere)",
n
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    "title": "PANGAEA (Ecology)",
            
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    "type": "organization"
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    "type": "organization"
            
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  },
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  },
            
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  "owner_org": "56530dcf-700b-4522-8db7-d472ec5e6b9b",
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  "owner_org": "c2816fc6-b5ce-42c9-b5a4-11709b658b82",
            
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  "private": false,
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  "private": false,
            
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  "publication_year": "2021",
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  "publication_year": "2021",
            
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  "related_identifiers": [
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  "related_identifiers": [
            
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    {
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    {
            
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      "authors": "Jakob Livia,Gourmelen Noel,Ewart Martin,Plummer 
89
      "authors": "Jakob Livia,Gourmelen Noel,Ewart Martin,Plummer 
            
90
Stephen",
90
Stephen",
            
91
      "email_authors": 
91
      "email_authors": 
            
92
el.Gourmelen@ed.ac.uk,martin@earthwave.co.uk,Stephen.Plummer@esa.int",
92
el.Gourmelen@ed.ac.uk,martin@earthwave.co.uk,Stephen.Plummer@esa.int",
            
93
      "identifier": "https://doi.org/10.5194/tc-2020-176",
93
      "identifier": "https://doi.org/10.5194/tc-2020-176",
            
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      "identifier_type": "DOI",
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      "identifier_type": "DOI",
            
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      "orcid_authors": "0000-0001-5289-5932,,0000-0002-7298-2918,",
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      "orcid_authors": "0000-0001-5289-5932,,0000-0002-7298-2918,",
            
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      "relation_type": "References",
96
      "relation_type": "References",
            
97
      "source": "The Cryosphere",
97
      "source": "The Cryosphere",
            
98
      "title": "Spatially and temporally resolved ice loss in High 
98
      "title": "Spatially and temporally resolved ice loss in High 
            
99
Mountain Asia and the Gulf of Alaska observed by CryoSat-2 swath 
99
Mountain Asia and the Gulf of Alaska observed by CryoSat-2 swath 
            
100
altimetry between 2010 and 2019",
100
altimetry between 2010 and 2019",
            
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      "year": ""
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      "year": ""
            
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    }
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    }
            
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  ],
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  ],
            
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  "relationships_as_object": [],
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  "relationships_as_object": [],
            
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  "relationships_as_subject": [],
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  "relationships_as_subject": [],
            
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  "repository_name": "PANGAEA (Data Publisher for Earth & 
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  "repository_name": "PANGAEA (Data Publisher for Earth & 
            
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Environmental Science)",
107
Environmental Science)",
            
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  "resource_type": "",
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  "resource_type": "",
            
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  "resources": [],
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  "resources": [],
            
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  "source_metadata_created": "2021",
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  "source_metadata_created": "2021",
            
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  "source_metadata_modified": "",
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  "source_metadata_modified": "",
            
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  "state": "active",
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  "state": "active",
            
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  "subject_areas": [
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  "subject_areas": [
            
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    {
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    {
            
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      "subject_area_additional": "",
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      "subject_area_additional": "",
            
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      "subject_area_name": "Cryosphere"
116
      "subject_area_name": "Cryosphere"
            
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    },
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    },
            
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    {
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    {
            
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      "subject_area_additional": "",
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      "subject_area_additional": "",
            
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      "subject_area_name": "Ecology"
120
      "subject_area_name": "Ecology"
            
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    }
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    }
            
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  ],
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  ],
            
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  "tags": [
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  "tags": [
            
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    {
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    {
            
t
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      "display_name": "CryoSat-2",
t
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      "display_name": "CryoSat",
            
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      "id": "6dfb7e9f-653c-48d2-b497-978391ce6141",
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      "id": "d42b0830-e71b-4c00-b2ab-9a42ed3e297b",
            
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      "name": "CryoSat-2",
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      "name": "CryoSat",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "Cryosphere",
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      "display_name": "Cryosphere",
            
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      "id": "66d19493-a666-4c66-a4fc-6123fd0a9d25",
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      "id": "66d19493-a666-4c66-a4fc-6123fd0a9d25",
            
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      "name": "Cryosphere",
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      "name": "Cryosphere",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "Glaciers",
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      "display_name": "Glaciers",
            
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      "id": "8ffca8db-2013-48cb-aeed-242a210c7b0d",
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      "id": "8ffca8db-2013-48cb-aeed-242a210c7b0d",
            
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      "name": "Glaciers",
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      "name": "Glaciers",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
145
    {
            
146
      "display_name": "Gulf of Alaska",
146
      "display_name": "Gulf of Alaska",
            
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      "id": "6decd908-4f49-47d1-b7f0-38069a9b5295",
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      "id": "6decd908-4f49-47d1-b7f0-38069a9b5295",
            
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      "name": "Gulf of Alaska",
148
      "name": "Gulf of Alaska",
            
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      "state": "active",
149
      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
152
    {
            
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      "display_name": "High Mountain Asia",
153
      "display_name": "High Mountain Asia",
            
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      "id": "ef4d5511-413a-47cd-961b-df05324820c4",
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      "id": "ef4d5511-413a-47cd-961b-df05324820c4",
            
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      "name": "High Mountain Asia",
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      "name": "High Mountain Asia",
            
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      "state": "active",
156
      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "Himalaya",
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      "display_name": "Himalaya",
            
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      "id": "beb73cb9-d522-4066-8feb-b0ca57c8be22",
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      "id": "beb73cb9-d522-4066-8feb-b0ca57c8be22",
            
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      "name": "Himalaya",
162
      "name": "Himalaya",
            
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      "state": "active",
163
      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
166
    {
166
    {
            
167
      "display_name": "Mountain glaciers",
167
      "display_name": "Mountain glaciers",
            
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      "id": "624bc7c5-2850-4387-bbd8-c4b08e991b01",
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      "id": "624bc7c5-2850-4387-bbd8-c4b08e991b01",
            
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      "name": "Mountain glaciers",
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      "name": "Mountain glaciers",
            
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      "state": "active",
170
      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
173
    {
            
174
      "display_name": "altimetry",
174
      "display_name": "altimetry",
            
175
      "id": "8c9aa51f-8708-45ae-813c-5ca13ee4107f",
175
      "id": "8c9aa51f-8708-45ae-813c-5ca13ee4107f",
            
176
      "name": "altimetry",
176
      "name": "altimetry",
            
177
      "state": "active",
177
      "state": "active",
            
178
      "vocabulary_id": null
178
      "vocabulary_id": null
            
179
    },
179
    },
            
180
    {
180
    {
            
181
      "display_name": "elevation changes",
181
      "display_name": "elevation changes",
            
182
      "id": "9d3761ea-c8a9-4af7-81af-9950fd35a547",
182
      "id": "9d3761ea-c8a9-4af7-81af-9950fd35a547",
            
183
      "name": "elevation changes",
183
      "name": "elevation changes",
            
184
      "state": "active",
184
      "state": "active",
            
185
      "vocabulary_id": null
185
      "vocabulary_id": null
            
186
    }
186
    }
            
187
  ],
187
  ],
            
188
  "title": "Elevation changes of High Mountain Asia and the Gulf of 
188
  "title": "Elevation changes of High Mountain Asia and the Gulf of 
            
189
Alaska, observed by CryoSat-2 swath altimetry between 2010 and 2019",
189
Alaska, observed by CryoSat-2 swath altimetry between 2010 and 2019",
            
190
  "type": "vdataset",
190
  "type": "vdataset",
            
191
  "url": "https://doi.org/10.1594/PANGAEA.932162"
191
  "url": "https://doi.org/10.1594/PANGAEA.932162"
            
192
}
192
}