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  "author": "[{\"affiliation\": \"SLF\", \"affiliation_02\": \"\", 
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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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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
            
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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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  "author_email": null,
            
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  "creator_user_id": "ee1860fb-4163-43f4-8e83-2c78aad5925b",
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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": "10.16904/envidat.202",
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  "doi": "10.16904/envidat.202",
            
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"BAFU\", 
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"BAFU\", 
            
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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": "2021-01-21T11:46:50.844440",
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  "metadata_modified": "2021-01-21T13:10:25.044003",
            
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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\nCoordinate system: 
46
(DataDescription_EvalSatMappingMethods.pdf).\r\n\r\nCoordinate system: 
            
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CH1903+_LV95\r\n\r\nThe generation of this dataset is described in 
47
CH1903+_LV95\r\n\r\nThe generation of this dataset is described in 
            
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detail in:\r\n\r\nHafner, E. D., Techel, F., Leinss, S., and 
48
detail in:\r\n\r\nHafner, E. D., Techel, F., Leinss, S., and 
            
49
B\u00fchler, Y.: Mapping avalanches with satellites \u2013 evaluation 
49
B\u00fchler, Y.: Mapping avalanches with satellites \u2013 evaluation 
            
50
of performance and completeness, The Cryosphere, 
50
of performance and completeness, The Cryosphere, 
            
51
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 
58
SLF is an interdisciplinary research and service centre located in 
            
59
Davos Dorf. It forms part of the WSL \u2013 the Swiss Federal 
59
Davos Dorf. It forms part of the WSL \u2013 the Swiss Federal 
            
60
Institute for Forest, Snow and Landscape Research \u2013 and thus 
60
Institute for Forest, Snow and Landscape Research \u2013 and thus 
            
61
belongs to the domain of the ETH (Swiss Federal Institutes of 
61
belongs to the domain of the ETH (Swiss Federal Institutes of 
            
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Technology). Its scientists conduct research on snow, the atmosphere, 
62
Technology). Its scientists conduct research on snow, the atmosphere, 
            
63
natural hazards, permafrost and mountain ecological systems, and 
63
natural hazards, permafrost and mountain ecological systems, and 
            
64
develop innovative products that translate their knowledge into 
64
develop innovative products that translate their knowledge into 
            
65
practical applications. The SLF seeks to engage in top-level research 
65
practical applications. The SLF seeks to engage in top-level research 
            
66
while contributing to the resolution of urgent societal issues, for 
66
while contributing to the resolution of urgent societal issues, for 
            
67
example in the fields of natural hazard warning systems and the 
67
example in the fields of natural hazard warning systems and the 
            
68
analysis of climate and environmental change. \r\n\r\n__Further 
68
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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    "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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  "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\": \"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": "approved",
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  "publication_state": "published",
            
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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 
            
85
B\u00fchler, Y.: Mapping avalanches with satellites \u2013 evaluation 
85
B\u00fchler, Y.: Mapping avalanches with satellites \u2013 evaluation 
            
86
of performance and completeness, The Cryosphere, 
86
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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  "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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    {
            
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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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      "format": "ZIP",
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      "format": "ZIP",
            
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      "last_modified": "2021-01-21T10:08:11.749425",
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      "last_modified": "2021-01-21T10:08:11.749425",
            
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      "metadata_modified": "2021-01-21T10:54:17.019269",
            
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      "mimetype_inner": null,
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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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\"same_organization\", \"shared_secret\": \"\"}",
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      "size": 5673425,
            
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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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4734-b0e0-410af7c5cbbd/download/davos_satellitemappingevaluation.zip",
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4734-b0e0-410af7c5cbbd/download/davos_satellitemappingevaluation.zip",
            
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  "spatial": 
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9257812,46.87274907562844],[9.683761596679688,46.755269444304595]]]}",
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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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    {
157
    {
            
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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": "Satellite avalanche mapping validation data",
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  "title": "Satellite avalanche mapping validation data",
            
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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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}