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  "author": "[{\"affiliation\": \"SLF\", \"affiliation_02\": \"\", 
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
            
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\"validation\", \"publication\"], \"email\": 
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\"validation\", \"publication\"], \"email\": 
            
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\"elisabeth.hafner@slf.ch\", \"given_name\": \"Elisabeth\", 
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\"elisabeth.hafner@slf.ch\", \"given_name\": \"Elisabeth\", 
            
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\"identifier\": \"0000-0002-9554-7900\", \"name\": \"Hafner\"}, 
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\"identifier\": \"0000-0002-9554-7900\", \"name\": \"Hafner\"}, 
            
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{\"affiliation\": \"ETH\", \"affiliation_02\": \"\", 
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{\"affiliation\": \"ETH\", \"affiliation_02\": \"\", 
            
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\"publication\"], \"email\": \"leinss@ifu.baug.ethz.ch\", 
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\"publication\"], \"email\": \"leinss@ifu.baug.ethz.ch\", 
            
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\"given_name\": \"Silvan\", \"identifier\": \"0000-0002-4467-5793\", 
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\"given_name\": \"Silvan\", \"identifier\": \"0000-0002-4467-5793\", 
            
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\"name\": \"Leinss\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": 
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\"name\": \"Leinss\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": 
            
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\"SLF\", \"affiliation_03\": \"UZH\", \"data_credit\": 
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\"SLF\", \"affiliation_03\": \"UZH\", \"data_credit\": 
            
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[\"collection\", \"publication\"], \"email\": \"techel@slf.ch\", 
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[\"collection\", \"publication\"], \"email\": \"techel@slf.ch\", 
            
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\"given_name\": \"Frank\", \"identifier\": \"0000-0001-5686-6127\", 
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\"given_name\": \"Frank\", \"identifier\": \"0000-0001-5686-6127\", 
            
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\"name\": \"Techel\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": 
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\"name\": \"Techel\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": 
            
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\"SLF\", \"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
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\"SLF\", \"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
            
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\"publication\"], \"email\": \"buehler@slf.ch\", \"given_name\": 
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\"publication\"], \"email\": \"buehler@slf.ch\", \"given_name\": 
            
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\"Yves\", \"identifier\": \"0000-0002-0815-2717\", \"name\": 
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\"Yves\", \"identifier\": \"0000-0002-0815-2717\", \"name\": 
            
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\"B\\u00fchler\"}]",
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\"B\\u00fchler\"}]",
            
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  "author_email": null,
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  "creator_user_id": "ee1860fb-4163-43f4-8e83-2c78aad5925b",
            
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  "date": "[{\"date\": \"2019-01-10\", \"date_type\": \"collected\", 
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  "date": "[{\"date\": \"2019-01-10\", \"date_type\": \"collected\", 
            
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\"end_date\": \"2020-08-15\"}]",
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\"end_date\": \"2020-08-15\"}]",
            
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  "doi": "",
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  "doi": "",
            
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\"institution_url\": \"\"}, {\"grant_number\": \"\", \"institution\": 
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\"institution_url\": \"\"}, {\"grant_number\": \"\", \"institution\": 
            
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\"Kanton Graub\u00fcnden\", \"institution_url\": \"\"}]",
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\"Kanton Graub\u00fcnden\", \"institution_url\": \"\"}]",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "3b40a59d-3e47-4c7f-968c-9852c0c3c55c",
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  "id": "3b40a59d-3e47-4c7f-968c-9852c0c3c55c",
            
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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\": 
            
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\"elisabeth.hafner@slf.ch\", \"given_name\": \"Elisabeth\", 
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\"elisabeth.hafner@slf.ch\", \"given_name\": \"Elisabeth\", 
            
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\"identifier\": \"0000-0002-9554-7900\", \"name\": \"Hafner\"}",
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\"identifier\": \"0000-0002-9554-7900\", \"name\": \"Hafner\"}",
            
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  "maintainer_email": null,
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  "maintainer_email": null,
            
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  "metadata_created": "2021-01-21T10:02:57.796225",
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  "metadata_created": "2021-01-21T10:02:57.796225",
            
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  "metadata_modified": "2021-01-21T10:09:35.926923",
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  "metadata_modified": "2021-01-21T10:09:39.139317",
            
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  "name": "satellite-avalanche-mapping-validation",
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  "name": "satellite-avalanche-mapping-validation",
            
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  "notes": "Validation points, validation area, ground truth coverage, 
42
  "notes": "Validation points, validation area, ground truth coverage, 
            
43
SPOT 6 avalanche outlines, Sentinel-1 avalanche outlines, Sentinel-2 
43
SPOT 6 avalanche outlines, Sentinel-1 avalanche outlines, Sentinel-2 
            
44
avalanche outlines, Davos avalanche mapping (DAvalMap) avalanche 
44
avalanche outlines, Davos avalanche mapping (DAvalMap) avalanche 
            
45
outlines as shapefiles and a detailed attribute description 
45
outlines as shapefiles and a detailed attribute description 
            
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(DataDescription_EvalSatMappingMethods.pdf).\r\n\r\nThe generation of 
46
(DataDescription_EvalSatMappingMethods.pdf).\r\n\r\nThe generation of 
            
47
this dataset is described in detail in:\r\nHafner, E. D., Techel, F., 
47
this dataset is described in detail in:\r\nHafner, E. D., Techel, F., 
            
48
Leinss, S., and B\u00fchler, Y.: Mapping avalanches with satellites 
48
Leinss, S., and B\u00fchler, Y.: Mapping avalanches with satellites 
            
49
\u2013 evaluation of performance and completeness, The Cryosphere, 
49
\u2013 evaluation of performance and completeness, The Cryosphere, 
            
50
https://doi.org/10.5194/tc-2020-272, 2021.\r\n\r\n",
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https://doi.org/10.5194/tc-2020-272, 2021.\r\n\r\n",
            
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  "num_resources": 1,
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  "num_resources": 1,
            
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  "num_tags": 5,
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  "num_tags": 5,
            
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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",
            
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    "description": "The WSL Institute for Snow and Avalanche Research 
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    "description": "The WSL Institute for Snow and Avalanche Research 
            
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SLF is an interdisciplinary research and service centre located in 
57
SLF is an interdisciplinary research and service centre located in 
            
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Davos Dorf. It forms part of the WSL \u2013 the Swiss Federal 
58
Davos Dorf. It forms part of the WSL \u2013 the Swiss Federal 
            
59
Institute for Forest, Snow and Landscape Research \u2013 and thus 
59
Institute for Forest, Snow and Landscape Research \u2013 and thus 
            
60
belongs to the domain of the ETH (Swiss Federal Institutes of 
60
belongs to the domain of the ETH (Swiss Federal Institutes of 
            
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Technology). Its scientists conduct research on snow, the atmosphere, 
61
Technology). Its scientists conduct research on snow, the atmosphere, 
            
62
natural hazards, permafrost and mountain ecological systems, and 
62
natural hazards, permafrost and mountain ecological systems, and 
            
63
develop innovative products that translate their knowledge into 
63
develop innovative products that translate their knowledge into 
            
64
practical applications. The SLF seeks to engage in top-level research 
64
practical applications. The SLF seeks to engage in top-level research 
            
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while contributing to the resolution of urgent societal issues, for 
65
while contributing to the resolution of urgent societal issues, for 
            
66
example in the fields of natural hazard warning systems and the 
66
example in the fields of natural hazard warning systems and the 
            
67
analysis of climate and environmental change. \r\n\r\n__Further 
67
analysis of climate and environmental change. \r\n\r\n__Further 
            
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information__: https://www.slf.ch",
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information__: https://www.slf.ch",
            
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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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    "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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    "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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  "owner_org": "a17b145f-2191-4c21-aabf-55661d5cb140",
            
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  "private": false,
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  "publication": "{\"publication_year\": \"2021\", \"publisher\": 
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  "publication": "{\"publication_year\": \"2021\", \"publisher\": 
            
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\"EnviDat\"}",
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\"EnviDat\"}",
            
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  "publication_state": "",
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  "publication_state": "",
            
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  "related_datasets": "https://www.doi.org/10.16904/envidat.77",
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  "related_datasets": "https://www.doi.org/10.16904/envidat.77",
            
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  "related_publications": "Hafner, E. D., Techel, F., Leinss, S., and 
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  "related_publications": "Hafner, E. D., Techel, F., Leinss, S., and 
            
84
B\u00fchler, Y.: Mapping avalanches with satellites \u2013 evaluation 
84
B\u00fchler, Y.: Mapping avalanches with satellites \u2013 evaluation 
            
85
of performance and completeness, The Cryosphere, 
85
of performance and completeness, The Cryosphere, 
            
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https://doi.org/10.5194/tc-2020-272, 2021.",
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https://doi.org/10.5194/tc-2020-272, 2021.",
            
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  "relationships_as_object": [],
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  "resource_type": "dataset",
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  "resource_type": "dataset",
            
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  "resources": [
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      "created": "2021-01-21T10:08:12.021626",
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      "created": "2021-01-21T10:08:12.021626",
            
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      "description": "14 shapefiles to be used only together with the 
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      "description": "14 shapefiles to be used only together with the 
            
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data description also provided as a pdf.",
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data description also provided as a pdf.",
            
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      "doi": "",
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      "doi": "",
            
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      "name": "Satellite Avalanche Mapping Validation data and data 
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      "name": "Satellite Avalanche Mapping Validation data and data 
            
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description",
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description",
            
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      "size": 5673425,
            
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      "state": "active",
            
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      "url": 
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      "url": 
            
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4734-b0e0-410af7c5cbbd/download/davos_satellitemappingevaluation.zip",
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4734-b0e0-410af7c5cbbd/download/davos_satellitemappingevaluation.zip",
            
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9257812,46.87274907562844],[9.683761596679688,46.755269444304595]]]}",
            
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  "spatial_info": "Switzerland",
            
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  "state": "active",
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  "state": "active",
            
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  "subtitle": "",
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  "subtitle": "",
            
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  "tags": [
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  "tags": [
            
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    {
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    {
            
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      "display_name": "AVALANCHE",
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      "display_name": "AVALANCHE",
            
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      "id": "639e8ec6-fc41-4036-a605-0dc6fbe0fca1",
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      "id": "639e8ec6-fc41-4036-a605-0dc6fbe0fca1",
            
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      "name": "AVALANCHE",
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      "name": "AVALANCHE",
            
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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": "AVALANCHE HAZARD MAPPING",
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      "display_name": "AVALANCHE HAZARD MAPPING",
            
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      "id": "7b84f702-26c5-4c2d-866a-e4ea64532135",
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      "id": "7b84f702-26c5-4c2d-866a-e4ea64532135",
            
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      "name": "AVALANCHE HAZARD MAPPING",
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      "name": "AVALANCHE HAZARD MAPPING",
            
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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": "SATELLITE",
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      "display_name": "SATELLITE",
            
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      "id": "f46a39ae-1c09-4abf-9ba0-35f1827c1527",
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      "id": "f46a39ae-1c09-4abf-9ba0-35f1827c1527",
            
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      "name": "SATELLITE",
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      "name": "SATELLITE",
            
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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": "SNOW",
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      "display_name": "SNOW",
            
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      "id": "c4e9ea3f-6149-45ce-8631-c872b96a9537",
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      "id": "c4e9ea3f-6149-45ce-8631-c872b96a9537",
            
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      "name": "SNOW",
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      "name": "SNOW",
            
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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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    {
156
    {
            
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      "display_name": "VALIDATION",
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      "display_name": "VALIDATION",
            
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      "id": "095f8766-ceca-409c-8206-81e0c0be2efa",
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      "id": "095f8766-ceca-409c-8206-81e0c0be2efa",
            
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      "name": "VALIDATION",
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      "name": "VALIDATION",
            
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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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  "title": "Data from satellite avalanche mapping validation",
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  "title": "Data from satellite avalanche mapping validation",
            
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  "type": "dataset",
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  "type": "dataset",
            
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  "url": null,
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  "url": null,
            
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  "version": "1.0"
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  "version": "1.0"
            
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}
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}