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  "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"SLF\", 
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  "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"SLF\", 
            
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
            
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\"validation\", \"curation\", \"software\", \"publication\"], 
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\"validation\", \"curation\", \"software\", \"publication\"], 
            
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\"email\": \"achille.capelli@slf.ch\", \"given_name\": \"Achille\", 
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\"email\": \"achille.capelli@slf.ch\", \"given_name\": \"Achille\", 
            
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\"identifier\": \"0000-0003-3052-3032\", \"name\": \"Capelli\"}, 
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\"identifier\": \"0000-0003-3052-3032\", \"name\": \"Capelli\"}, 
            
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{\"affiliation\": \"BOKU University of Natural Resources and Life 
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{\"affiliation\": \"BOKU University of Natural Resources and Life 
            
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Sciences,Vienn\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", 
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Sciences,Vienn\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", 
            
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\"data_credit\": [\"collection\", \"validation\", \"software\"], 
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\"data_credit\": [\"collection\", \"validation\", \"software\"], 
            
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\"email\": \"franziska.koch@boku.ac.at>\", \"given_name\": 
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\"email\": \"franziska.koch@boku.ac.at>\", \"given_name\": 
            
11
\"Franziska\", \"identifier\": \"0000-0001-5826-295X\", \"name\": 
11
\"Franziska\", \"identifier\": \"0000-0001-5826-295X\", \"name\": 
            
12
\"Koch\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": \"SLF\", 
12
\"Koch\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": \"SLF\", 
            
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
            
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\"validation\"], \"email\": \"marty@slf.ch\", \"given_name\": 
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\"validation\"], \"email\": \"marty@slf.ch\", \"given_name\": 
            
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\"Christoph\", \"identifier\": \"0000-0002-0398-6253\", \"name\": \" 
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\"Christoph\", \"identifier\": \"0000-0002-0398-6253\", \"name\": \" 
            
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Marty\"}, {\"affiliation\": \"Advanced Navigation Solutions GmbH\", 
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Marty\"}, {\"affiliation\": \"Advanced Navigation Solutions GmbH\", 
            
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\"affiliation_02\": \"\", \"affiliation_03\": \"\", \"data_credit\": 
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\"affiliation_02\": \"\", \"affiliation_03\": \"\", \"data_credit\": 
            
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\"software\", \"email\": \"patrick.henkel@anavs.de\", \"given_name\": 
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\"software\", \"email\": \"patrick.henkel@anavs.de\", \"given_name\": 
            
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\"Patrick\", \"identifier\": \"0000-0003-2934-3456\", \"name\": 
19
\"Patrick\", \"identifier\": \"0000-0003-2934-3456\", \"name\": 
            
20
\"Henkel\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": \"SLF\", 
20
\"Henkel\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": \"SLF\", 
            
21
\"affiliation_03\": \"ETH\", \"email\": \"schweizer@slf.ch\", 
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\"affiliation_03\": \"ETH\", \"email\": \"schweizer@slf.ch\", 
            
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\"given_name\": \"J\\u00fcrg\", \"identifier\": 
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\"given_name\": \"J\\u00fcrg\", \"identifier\": 
            
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\"0000-0001-5076-2968\", \"name\": \"Schweizer\"}]",
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\"0000-0001-5076-2968\", \"name\": \"Schweizer\"}]",
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "283f449b-168f-42bc-b61d-91fdfb85b838",
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  "creator_user_id": "283f449b-168f-42bc-b61d-91fdfb85b838",
            
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  "date": "[{\"date\": \"2018-10-01\", \"date_type\": \"collected\", 
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  "date": "[{\"date\": \"2018-10-01\", \"date_type\": \"collected\", 
            
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\"end_date\": \"2020-07-15\"}]",
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\"end_date\": \"2020-07-15\"}]",
            
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  "doi": "10.16904/envidat.186",
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  "doi": "10.16904/envidat.186",
            
29
  "funding": "[{\"grant_number\": \"\", \"institution\": 
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  "funding": "[{\"grant_number\": \"\", \"institution\": 
            
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\"MeteoSwiss\", \"institution_url\": \"\"}]",
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\"MeteoSwiss\", \"institution_url\": \"\"}]",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "9e303b80-9c88-407c-b926-e8f2f7eb63da",
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  "id": "9e303b80-9c88-407c-b926-e8f2f7eb63da",
            
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  "isopen": true,
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  "isopen": true,
            
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  "language": "en",
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  "language": "en",
            
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  "license_id": "odc-odbl",
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  "license_id": "odc-odbl",
            
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  "license_title": "ODbL with Database Contents License (DbCL)",
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  "license_title": "ODbL with Database Contents License (DbCL)",
            
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  "license_url": "https://opendefinition.org/licenses/odc-odbl",
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  "license_url": "https://opendefinition.org/licenses/odc-odbl",
            
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  "maintainer": "{\"affiliation\": \"SLF\", \"email\": 
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  "maintainer": "{\"affiliation\": \"SLF\", \"email\": 
            
39
\"capelli@slf.ch\", \"given_name\": \"Achille\", \"identifier\": \"\", 
39
\"capelli@slf.ch\", \"given_name\": \"Achille\", \"identifier\": \"\", 
            
40
\"name\": \"Capelli\"}",
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\"name\": \"Capelli\"}",
            
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  "maintainer_email": null,
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  "maintainer_email": null,
            
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  "metadata_created": "2020-10-29T12:12:22.547982",
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  "metadata_created": "2020-10-29T12:12:22.547982",
            
n
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  "metadata_modified": "2021-12-22T00:30:11.336457",
n
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  "metadata_modified": "2021-12-22T00:55:02.877424",
            
44
  "name": "swe-measurements-gnss-along-a-steep-elevation-gradient",
44
  "name": "swe-measurements-gnss-along-a-steep-elevation-gradient",
            
45
  "notes": "This database contains GNSS derived snow water equivalent 
45
  "notes": "This database contains GNSS derived snow water equivalent 
            
46
(SWE), liquid water content (LWC), and snow height (HS)  and reference 
46
(SWE), liquid water content (LWC), and snow height (HS)  and reference 
            
47
data collected during the two winter 2018-2020 at 4 sites 
47
data collected during the two winter 2018-2020 at 4 sites 
            
48
Weissfluhjoch (2540 m asl, 46\u00b049\u201947\u2019\u2019 N, 
48
Weissfluhjoch (2540 m asl, 46\u00b049\u201947\u2019\u2019 N, 
            
49
9\u00b048\u201934\u2019\u2019E), Laret (1515 m asl, . 
49
9\u00b048\u201934\u2019\u2019E), Laret (1515 m asl, . 
            
50
46\u00b050\u20192\u2019\u2019N, 9\u00b052\u201917\u2019\u2019E), 
50
46\u00b050\u20192\u2019\u2019N, 9\u00b052\u201917\u2019\u2019E), 
            
51
Klosters (1200 m asl, 46\u00b051\u201949\u2019\u2019N, 
51
Klosters (1200 m asl, 46\u00b051\u201949\u2019\u2019N, 
            
52
9\u00b053\u201917\u2019\u2019E), and K\u00fcblis (815 m asl, 
52
9\u00b053\u201917\u2019\u2019E), and K\u00fcblis (815 m asl, 
            
53
46\u00b054\u201948\u2019\u2019N, 9\u00b046\u201954\u2019\u2019E).",
53
46\u00b054\u201948\u2019\u2019N, 9\u00b046\u201954\u2019\u2019E).",
            
n
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  "num_resources": 20,
n
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  "num_resources": 21,
            
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  "num_tags": 7,
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  "num_tags": 7,
            
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  "organization": {
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  "organization": {
            
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    "approval_status": "approved",
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    "approval_status": "approved",
            
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    "created": "2016-05-24T16:15:21.861195",
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    "created": "2016-05-24T16:15:21.861195",
            
59
    "description": "The WSL Institute for Snow and Avalanche Research 
59
    "description": "The WSL Institute for Snow and Avalanche Research 
            
60
SLF is an interdisciplinary research and service centre located in 
60
SLF is an interdisciplinary research and service centre located in 
            
61
Davos Dorf. It forms part of the WSL \u2013 the Swiss Federal 
61
Davos Dorf. It forms part of the WSL \u2013 the Swiss Federal 
            
62
Institute for Forest, Snow and Landscape Research \u2013 and thus 
62
Institute for Forest, Snow and Landscape Research \u2013 and thus 
            
63
belongs to the domain of the ETH (Swiss Federal Institutes of 
63
belongs to the domain of the ETH (Swiss Federal Institutes of 
            
64
Technology). Its scientists conduct research on snow, the atmosphere, 
64
Technology). Its scientists conduct research on snow, the atmosphere, 
            
65
natural hazards, permafrost and mountain ecological systems, and 
65
natural hazards, permafrost and mountain ecological systems, and 
            
66
develop innovative products that translate their knowledge into 
66
develop innovative products that translate their knowledge into 
            
67
practical applications. The SLF seeks to engage in top-level research 
67
practical applications. The SLF seeks to engage in top-level research 
            
68
while contributing to the resolution of urgent societal issues, for 
68
while contributing to the resolution of urgent societal issues, for 
            
69
example in the fields of natural hazard warning systems and the 
69
example in the fields of natural hazard warning systems and the 
            
70
analysis of climate and environmental change. \r\n\r\n__Further 
70
analysis of climate and environmental change. \r\n\r\n__Further 
            
71
information__: https://www.slf.ch",
71
information__: https://www.slf.ch",
            
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    "id": "a17b145f-2191-4c21-aabf-55661d5cb140",
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    "id": "a17b145f-2191-4c21-aabf-55661d5cb140",
            
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    "image_url": "2016-05-24-141521.837240logoslf.png",
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    "image_url": "2016-05-24-141521.837240logoslf.png",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "slf",
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    "name": "slf",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "SLF",
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    "title": "SLF",
            
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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": "a17b145f-2191-4c21-aabf-55661d5cb140",
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  "owner_org": "a17b145f-2191-4c21-aabf-55661d5cb140",
            
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  "private": false,
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  "private": false,
            
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  "publication": "{\"publication_year\": \"2020\", \"publisher\": 
82
  "publication": "{\"publication_year\": \"2020\", \"publisher\": 
            
83
\"EnviDat\"}",
83
\"EnviDat\"}",
            
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  "publication_state": "published",
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  "publication_state": "published",
            
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  "related_datasets": "",
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  "related_datasets": "",
            
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  "related_publications": "",
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  "related_publications": "",
            
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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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  "resource_type": "dataset",
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  "resource_type": "dataset",
            
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  "resource_type_general": "dataset",
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  "resource_type_general": "dataset",
            
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  "resources": [
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  "resources": [
            
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    {
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      "cache_url": null,
            
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      "created": "2020-10-29T12:42:09.344498",
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      "created": "2020-10-29T12:42:09.344498",
            
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      "description": "GNSS derived SWE, LWC and HS from Klosters (1210 
96
      "description": "GNSS derived SWE, LWC and HS from Klosters (1210 
            
97
m a.s.l. ,46\u00b051\u201949\u2019\u2019N, 
97
m a.s.l. ,46\u00b051\u201949\u2019\u2019N, 
            
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9\u00b053\u201917\u2019\u2019E) for the two winters 2018-20 ",
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9\u00b053\u201917\u2019\u2019E) for the two winters 2018-20 ",
            
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      "doi": "",
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      "doi": "",
            
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      "format": ".csv",
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      "format": ".csv",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "bc65a02c-f311-49c7-9007-a8df51a87610",
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      "id": "bc65a02c-f311-49c7-9007-a8df51a87610",
            
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      "last_modified": "2020-11-27T12:38:48.976884",
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      "last_modified": "2020-11-27T12:38:48.976884",
            
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      "metadata_modified": "2020-11-27T12:38:49.110213",
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      "metadata_modified": "2020-11-27T12:38:49.110213",
            
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      "mimetype": "text/csv",
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      "mimetype": "text/csv",
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "GNSS_klosters",
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      "name": "GNSS_klosters",
            
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      "package_id": "9e303b80-9c88-407c-b926-e8f2f7eb63da",
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      "package_id": "9e303b80-9c88-407c-b926-e8f2f7eb63da",
            
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\"\"}",
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      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
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\"shared_secret\": \"\"}",
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\"shared_secret\": \"\"}",
            
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      "size": 19682,
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      "size": 19682,
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
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      "url": 
            
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/resource/bc65a02c-f311-49c7-9007-a8df51a87610/download/klo_gnss.csv",
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/resource/bc65a02c-f311-49c7-9007-a8df51a87610/download/klo_gnss.csv",
            
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      "url_type": "upload"
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      "created": "2020-10-29T12:43:47.915171",
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      "created": "2020-10-29T12:43:47.915171",
            
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      "description": "GNSS derived SWE, LWC and HS from K\u00fcblis at 
125
      "description": "GNSS derived SWE, LWC and HS from K\u00fcblis at 
            
126
820 m a.s.l. (46\u00b054\u201948\u2019\u2019N, 
126
820 m a.s.l. (46\u00b054\u201948\u2019\u2019N, 
            
127
9\u00b046\u201954\u2019\u2019E) for the two winters 2018-20 ",
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9\u00b046\u201954\u2019\u2019E) for the two winters 2018-20 ",
            
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      "doi": "",
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      "doi": "",
            
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      "format": ".csv",
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      "format": ".csv",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "973a7cde-cf6e-484e-8da1-a2da1de4fc49",
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      "id": "973a7cde-cf6e-484e-8da1-a2da1de4fc49",
            
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      "last_modified": "2020-11-27T12:39:12.179264",
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      "last_modified": "2020-11-27T12:39:12.179264",
            
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      "metadata_modified": "2020-11-27T12:39:12.305323",
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      "metadata_modified": "2020-11-27T12:39:12.305323",
            
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      "mimetype": "text/csv",
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      "mimetype": "text/csv",
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "GNSS_kueblis",
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      "name": "GNSS_kueblis",
            
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      "package_id": "9e303b80-9c88-407c-b926-e8f2f7eb63da",
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      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
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\"\"}",
            
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      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
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\"shared_secret\": \"\"}",
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\"shared_secret\": \"\"}",
            
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      "size": 17196,
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      "size": 17196,
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
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      "url": 
            
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/resource/973a7cde-cf6e-484e-8da1-a2da1de4fc49/download/kub_gnss.csv",
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/resource/973a7cde-cf6e-484e-8da1-a2da1de4fc49/download/kub_gnss.csv",
            
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      "url_type": "upload"
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      "url_type": "upload"
            
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      "created": "2020-10-29T12:45:16.841110",
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      "created": "2020-10-29T12:45:16.841110",
            
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      "description": "GNSS derived data for Laret at 1510 m a.s.l. 
154
      "description": "GNSS derived data for Laret at 1510 m a.s.l. 
            
155
(46\u00b050\u20192\u2019\u2019N, 9\u00b052\u201917\u2019\u2019E) for 
155
(46\u00b050\u20192\u2019\u2019N, 9\u00b052\u201917\u2019\u2019E) for 
            
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the two winter 2018-2020.",
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the two winter 2018-2020.",
            
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      "doi": "",
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      "doi": "",
            
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      "format": ".csv",
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      "format": ".csv",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "0a95d946-3fd0-4d83-bfb9-4fdcb210a0d3",
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      "id": "0a95d946-3fd0-4d83-bfb9-4fdcb210a0d3",
            
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Weissfluhjoch at 2540 m a.s.l (46\u00b049\u201947\u2019\u2019 N, 
184
Weissfluhjoch at 2540 m a.s.l (46\u00b049\u201947\u2019\u2019 N, 
            
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9\u00b048\u201934\u2019\u2019E) for the two winters 2018-2020.",
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9\u00b048\u201934\u2019\u2019E) for the two winters 2018-2020.",
            
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      "description": "Snow and meteo data from automatic sensors for 
            
213
the site Weissfluhjoch at 2540 m a.s.l (46\u00b049\u201947\u2019\u2019 
213
the site Weissfluhjoch at 2540 m a.s.l (46\u00b049\u201947\u2019\u2019 
            
214
N, 9\u00b048\u201934\u2019\u2019E) for the two winters 
214
N, 9\u00b048\u201934\u2019\u2019E) for the two winters 
            
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2018-2020.\r\n\r\n",
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2018-2020.\r\n\r\n",
            
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      "description": "Snow and meteo data from automatic sensors for 
            
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Laret at 1510 m a.s.l. (46\u00b050\u20192\u2019\u2019N, 
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Laret at 1510 m a.s.l. (46\u00b050\u20192\u2019\u2019N, 
            
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9\u00b052\u201917\u2019\u2019E) for the two winter 2018-2020.",
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9\u00b052\u201917\u2019\u2019E) for the two winter 2018-2020.",
            
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      "description": "Profile data for Laret at 1510 m a.s.l. 
            
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(46\u00b050\u20192\u2019\u2019N, 9\u00b052\u201917\u2019\u2019E) for 
272
(46\u00b050\u20192\u2019\u2019N, 9\u00b052\u201917\u2019\u2019E) for 
            
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the two winter 2018-2020.",
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the two winter 2018-2020.",
            
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      "description": "Daily data for Laret at 1510 m a.s.l. 
300
      "description": "Daily data for Laret at 1510 m a.s.l. 
            
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(46\u00b050\u20192\u2019\u2019N, 9\u00b052\u201917\u2019\u2019E) for 
301
(46\u00b050\u20192\u2019\u2019N, 9\u00b052\u201917\u2019\u2019E) for 
            
302
the two winters 2018-2020. These data were processed to daily values 
302
the two winters 2018-2020. These data were processed to daily values 
            
303
from the other data files.",
303
from the other data files.",
            
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      "description": "Daily data for the site Weissfluhjoch at 2540 m 
330
      "description": "Daily data for the site Weissfluhjoch at 2540 m 
            
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a.s.l (46\u00b049\u201947\u2019\u2019 N, 
331
a.s.l (46\u00b049\u201947\u2019\u2019 N, 
            
332
9\u00b048\u201934\u2019\u2019E) for the two winters 2018-2020. These 
332
9\u00b048\u201934\u2019\u2019E) for the two winters 2018-2020. These 
            
333
data were processed to daily values from the other data files.",
333
data were processed to daily values from the other data files.",
            
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      "doi": "",
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      "doi": "",
            
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      "format": "CSV",
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      "format": "CSV",
            
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2540 m a.s.l (46\u00b049\u201947\u2019\u2019 N, 
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2540 m a.s.l (46\u00b049\u201947\u2019\u2019 N, 
            
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the two winters 2018-2020. These data were processed to daily values 
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the two winters 2018-2020. These data were processed to daily values 
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the two winters 2018-2020. These data were processed to daily values 
            
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from the other data files.",
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Klosters (1210 m a.s.l. ,46\u00b051\u201949\u2019\u2019N, 
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      "description": "Daily observer data from automatic sensors from 
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      "description": "Daily observer data from automatic sensors from 
            
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Klosters (1210 m a.s.l. ,46\u00b051\u201949\u2019\u2019N, 
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Klosters (1210 m a.s.l. ,46\u00b051\u201949\u2019\u2019N, 
            
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9\u00b053\u201917\u2019\u2019E) for the two winters 2018-2020.",
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9\u00b053\u201917\u2019\u2019E) for the two winters 2018-2020.",
            
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536
      "description": "Snow profiles data from Klosters (1210 m a.s.l. 
            
537
,46\u00b051\u201949\u2019\u2019N, 9\u00b053\u201917\u2019\u2019E) for 
537
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the two winters 2018-2020.",
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      "description": "Snow profiles data from K\u00fcblis at 820 m 
565
      "description": "Snow profiles data from K\u00fcblis at 820 m 
            
566
a.s.l. (46\u00b054\u201948\u2019\u2019N, 
566
a.s.l. (46\u00b054\u201948\u2019\u2019N, 
            
567
9\u00b046\u201954\u2019\u2019E) for the two winters 2018-2020.",
567
9\u00b046\u201954\u2019\u2019E) for the two winters 2018-2020.",
            
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      "description": "Daily observer data from K\u00fcblis at 820 m 
594
      "description": "Daily observer data from K\u00fcblis at 820 m 
            
595
a.s.l. (46\u00b054\u201948\u2019\u2019N, 
595
a.s.l. (46\u00b054\u201948\u2019\u2019N, 
            
596
9\u00b046\u201954\u2019\u2019E) for the two winters 2018-2020.",
596
9\u00b046\u201954\u2019\u2019E) for the two winters 2018-2020.",
            
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      "doi": "",
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      "doi": "",
            
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      "format": ".csv",
            
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623
      "description": "Snow and meteo data from automatic sensors from 
            
624
K\u00fcblis at 820 m a.s.l. (46\u00b054\u201948\u2019\u2019N, 
624
K\u00fcblis at 820 m a.s.l. (46\u00b054\u201948\u2019\u2019N, 
            
625
9\u00b046\u201954\u2019\u2019E) for the two winters 2018-2020.",
625
9\u00b046\u201954\u2019\u2019E) for the two winters 2018-2020.",
            
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651
      "created": "2021-12-22T00:30:11.379058",
            
652
      "description": "Data of the traditional manual profiles for the 
652
      "description": "Data of the traditional manual profiles for the 
            
653
locations Weissfluhjoch, Klosters and K\u00fcblis. For the location of 
653
locations Weissfluhjoch, Klosters and K\u00fcblis. For the location of 
            
654
K\u00fcblis there are no traditional manual profile data.  We provided 
654
K\u00fcblis there are no traditional manual profile data.  We provided 
            
655
the data as both PDF and .CAAML format (See https://niviz.org/  or 
655
the data as both PDF and .CAAML format (See https://niviz.org/  or 
            
656
rg/Schemas/V5.0/Profiles/SnowProfileIACS/CAAMLv5_SnowProfileIACS.pdf). 
656
rg/Schemas/V5.0/Profiles/SnowProfileIACS/CAAMLv5_SnowProfileIACS.pdf). 
            
657
Moreover, we added LWC and density profiles when available (all 
657
Moreover, we added LWC and density profiles when available (all 
            
658
locations).",
658
locations).",
            
659
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659
      "doi": "",
            
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      "format": ".zip",
            
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      "created": "2021-12-22T00:55:02.915133",
            
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      "description": "Webcam images showing some typical differences 
            
687
in the snow conditions at the four sites (K\u00fcblis, Klosters, Laret 
            
688
and Weissfluhjoch) for two time periods (14-18.3.2019 and 
            
689
27.1-11.2.2020). Both time periods included a precipitation event with 
            
690
partial rain-on\u2013snow occurring at the lower locations. ",
            
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      "display_name": "GNSS",
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      "id": "87ab10f7-3e04-47ef-9159-830c167c0699",
            
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      "name": "SNOW WATER EQUIVALENT",
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      "name": "SNOW WATER EQUIVALENT",
            
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740
  "title": "Snow water equivalent measurements with low-cost GNSS 
772
  "title": "Snow water equivalent measurements with low-cost GNSS 
            
741
receivers along a steep elevation gradient in the East-ern Swiss 
773
receivers along a steep elevation gradient in the East-ern Swiss 
            
742
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774
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777
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}