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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": "2021-10-27T09:23:24.801616",
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  "metadata_modified": "2022-06-23T07:56:57.654394",
            
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  "name": "satellite-avalanche-mapping-validation",
41
  "name": "satellite-avalanche-mapping-validation",
            
42
  "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 
            
46
(DataDescription_EvalSatMappingMethods.pdf).\r\n\r\nCoordinate system: 
46
(DataDescription_EvalSatMappingMethods.pdf).\r\n\r\nCoordinate system: 
            
47
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 
            
48
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",
51
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": "2021-10-27T11:11:19.402891",
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    "created": "2021-10-27T11:11:19.402891",
            
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    "description": "\"__Cutting edge remote sensing research and 
57
    "description": "\"__Cutting edge remote sensing research and 
            
58
technology for alpine regions__ - We strive to develop, test, combine 
58
technology for alpine regions__ - We strive to develop, test, combine 
            
59
and apply innovative solutions to detect, monitor and forecast natural 
59
and apply innovative solutions to detect, monitor and forecast natural 
            
60
hazards, aiming at safe mountains in a changing climate.\"\r\nClimate 
60
hazards, aiming at safe mountains in a changing climate.\"\r\nClimate 
            
61
change is having an increasing impact on the Alpine region and the 
61
change is having an increasing impact on the Alpine region and the 
            
62
potential for natural hazard processes in the high mountains is 
62
potential for natural hazard processes in the high mountains is 
            
63
rising. However, it is impossible to predict where extreme events will 
63
rising. However, it is impossible to predict where extreme events will 
            
64
occur, and complete protection of settlements and transport routes is 
64
occur, and complete protection of settlements and transport routes is 
            
65
technically and economically impossible.\r\n\r\nRemote sensing systems 
65
technically and economically impossible.\r\n\r\nRemote sensing systems 
            
66
on the ground, on drones, aircraft or satellites are increasingly 
66
on the ground, on drones, aircraft or satellites are increasingly 
            
67
becoming an important tool  in natural hazard research. They can be 
67
becoming an important tool  in natural hazard research. They can be 
            
68
used to accurately document events, continuously record changes, and 
68
used to accurately document events, continuously record changes, and 
            
69
identify potential \"hotspots\" at an early stage. The combination of 
69
identify potential \"hotspots\" at an early stage. The combination of 
            
70
optical and radar remote sensing systems has great potential to 
70
optical and radar remote sensing systems has great potential to 
            
71
increase the level of safety. The center is researching how such 
71
increase the level of safety. The center is researching how such 
            
72
systems can be optimally used in the future in high alpine terrain for 
72
systems can be optimally used in the future in high alpine terrain for 
            
73
the documentation, detection and prevention of natural 
73
the documentation, detection and prevention of natural 
            
74
hazards.\r\n\r\nAlpine remote sensing is one of the main topics of the 
74
hazards.\r\n\r\nAlpine remote sensing is one of the main topics of the 
            
75
CERC research centre.",
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CERC research centre.",
            
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    "id": "10cde33b-8da7-448a-b627-93e43d326154",
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    "id": "10cde33b-8da7-448a-b627-93e43d326154",
            
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    "image_url": 
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    "image_url": 
            
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s://www.envidat.ch/uploads/group/2016-05-24-141521.837240logoslf.png",
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s://www.envidat.ch/uploads/group/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": "alpine-remote-sensing",
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    "name": "alpine-remote-sensing",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "Alpine Remote Sensing",
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    "title": "Alpine Remote Sensing",
            
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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": "10cde33b-8da7-448a-b627-93e43d326154",
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  "owner_org": "10cde33b-8da7-448a-b627-93e43d326154",
            
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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": "published",
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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 
91
  "related_publications": "Hafner, E. D., Techel, F., Leinss, S., and 
            
92
B\u00fchler, Y.: Mapping avalanches with satellites \u2013 evaluation 
92
B\u00fchler, Y.: Mapping avalanches with satellites \u2013 evaluation 
            
93
of performance and completeness, The Cryosphere, 
93
of performance and completeness, The Cryosphere, 
            
94
https://doi.org/10.5194/tc-2020-272, 2021.",
94
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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      "cache_last_updated": null,
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      "cache_last_updated": null,
            
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      "cache_url": null,
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      "cache_url": null,
            
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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 
104
      "description": "14 shapefiles to be used only together with the 
            
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data description also provided as a pdf.",
105
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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      "hash": "",
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      "hash": "",
            
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      "id": "93b0b4c1-0201-4734-b0e0-410af7c5cbbd",
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      "id": "93b0b4c1-0201-4734-b0e0-410af7c5cbbd",
            
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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": "2021-10-27T06:14:14.507812",
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      "mimetype_inner": null,
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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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      "package_id": "3b40a59d-3e47-4c7f-968c-9852c0c3c55c",
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      "package_id": "3b40a59d-3e47-4c7f-968c-9852c0c3c55c",
            
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      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
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\"\"}",
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\"\"}",
            
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      "resource_type": null,
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      "resource_type": null,
            
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      "restricted": "{\"allowed_users\": 
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      "restricted": "{\"allowed_users\": 
            
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vyesh_varade-iitjammu_ac_in,dangerraf-gmail_com,sukocaman-gmail_com\", 
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_in,dangerraf-gmail_com,sukocaman-gmail_com,zengjx1317028-gmail_com\", 
            
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\"level\": \"same_organization\", \"shared_secret\": \"\"}",
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\"level\": \"same_organization\", \"shared_secret\": \"\"}",
            
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      "size": 5673425,
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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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      "url_type": "upload"
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      "url_type": "upload"
            
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    }
            
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  ],
            
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  "spatial": 
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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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  "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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    {
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    {
            
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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",
            
169
      "name": "VALIDATION",
169
      "name": "VALIDATION",
            
170
      "state": "active",
170
      "state": "active",
            
171
      "vocabulary_id": null
171
      "vocabulary_id": null
            
172
    }
172
    }
            
173
  ],
173
  ],
            
174
  "title": "Satellite avalanche mapping validation data",
174
  "title": "Satellite avalanche mapping validation data",
            
175
  "type": "dataset",
175
  "type": "dataset",
            
176
  "url": null,
176
  "url": null,
            
177
  "version": "1.0"
177
  "version": "1.0"
            
178
}
178
}