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  "author": "[{\"affiliation\": \"WSL Institute for Snow and Avalanche 
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  "author": "[{\"affiliation\": \"WSL Institute for Snow and Avalanche 
            
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Research SLF, Davos, Switzerland\", \"affiliation_02\": \"SLF\", 
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Research SLF, Davos, Switzerland\", \"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\", \"publication\"], \"email\": 
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\"validation\", \"curation\", \"publication\"], \"email\": 
            
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\"stephanie.mayer@slf.ch\", \"given_name\": \"Stephanie\", 
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\"stephanie.mayer@slf.ch\", \"given_name\": \"Stephanie\", 
            
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\"identifier\": \"0000-0001-8606-0159\", \"name\": \"Mayer\"}, 
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\"identifier\": \"0000-0001-8606-0159\", \"name\": \"Mayer\"}, 
            
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{\"affiliation\": \"WSL Institute for Snow and Avalanche Research 
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{\"affiliation\": \"WSL Institute for Snow and Avalanche Research 
            
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SLF\", \"affiliation_02\": \"SLF\", \"affiliation_03\": \"\", 
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SLF\", \"affiliation_02\": \"SLF\", \"affiliation_03\": \"\", 
            
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\"data_credit\": [\"collection\", \"validation\", \"curation\", 
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\"data_credit\": [\"collection\", \"validation\", \"curation\", 
            
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\"publication\"], \"email\": \"techel@slf.ch\", \"given_name\": 
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\"publication\"], \"email\": \"techel@slf.ch\", \"given_name\": 
            
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\"Frank\", \"identifier\": \"0000-0001-5686-6127\", \"name\": 
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\"Frank\", \"identifier\": \"0000-0001-5686-6127\", \"name\": 
            
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\"Techel\"}]",
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\"Techel\"}]",
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "5436b6ad-482c-47e6-95fd-f4ae2de64153",
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  "creator_user_id": "5436b6ad-482c-47e6-95fd-f4ae2de64153",
            
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  "date": 
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  "date": 
            
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:\"collected\",\"date\":\"2001-12-01\",\"end_date\":\"2022-04-30\"}]",
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:\"collected\",\"date\":\"2001-12-01\",\"end_date\":\"2022-04-30\"}]",
            
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  "doi": "10.16904/envidat.425",
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  "doi": "10.16904/envidat.425",
            
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"WSL 
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"WSL 
            
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Institute for Snow and Avalanche Research SLF\", \"institution_url\": 
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Institute for Snow and Avalanche Research SLF\", \"institution_url\": 
            
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\"www.slf.ch\"}]",
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\"www.slf.ch\"}]",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "28660c6d-68ce-484d-a7d7-24d7a612f392",
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  "id": "28660c6d-68ce-484d-a7d7-24d7a612f392",
            
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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": "cc-by-sa",
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  "license_id": "cc-by-sa",
            
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  "license_title": "Creative Commons Attribution Share-Alike 
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  "license_title": "Creative Commons Attribution Share-Alike 
            
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(CC-BY-SA)",
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(CC-BY-SA)",
            
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  "license_url": "https://creativecommons.org/licenses/by-sa/4.0/",
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  "license_url": "https://creativecommons.org/licenses/by-sa/4.0/",
            
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  "maintainer": 
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  "maintainer": 
            
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il\":\"techel@slf.ch\",\"given_name\":\"Frank\",\"name\":\"Techel\"}",
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il\":\"techel@slf.ch\",\"given_name\":\"Frank\",\"name\":\"Techel\"}",
            
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  "maintainer_email": null,
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  "maintainer_email": null,
            
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  "metadata_created": "2023-07-19T15:30:36.074532",
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  "metadata_created": "2023-07-19T15:30:36.074532",
            
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  "metadata_modified": "2023-08-01T15:15:16.571576",
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  "metadata_modified": "2023-08-02T20:43:16.551778",
            
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  "name": "avalanche-prediction-snowpack-simulations",
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  "name": "avalanche-prediction-snowpack-simulations",
            
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  "notes": "The data set contained in this repository was used in the 
36
  "notes": "The data set contained in this repository was used in the 
            
37
analysis by Mayer et al. (2023):\r\nMayer, S. I., Techel, F., 
37
analysis by Mayer et al. (2023):\r\nMayer, S. I., Techel, F., 
            
38
Schweizer, J., and van Herwijnen, A.: Prediction of natural dry-snow 
38
Schweizer, J., and van Herwijnen, A.: Prediction of natural dry-snow 
            
39
avalanche activity using physics-based snowpack simulations, 
39
avalanche activity using physics-based snowpack simulations, 
            
40
EGUsphere, https://doi.org/10.5194/egusphere-2023-646, 2023. ",
40
EGUsphere, https://doi.org/10.5194/egusphere-2023-646, 2023. ",
            
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  "num_resources": 4,
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  "num_resources": 4,
            
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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",
            
46
    "description": "This research unit investigates the formation and 
46
    "description": "This research unit investigates the formation and 
            
47
dynamics of avalanches in order to improve the forecasting of when and 
47
dynamics of avalanches in order to improve the forecasting of when and 
            
48
where avalanche events are likely to occur and their effects. It 
48
where avalanche events are likely to occur and their effects. It 
            
49
engages in process modelling based on laboratory experiments and field 
49
engages in process modelling based on laboratory experiments and field 
            
50
investigations.\r\n\r\nOn behalf of the government, it also operates 
50
investigations.\r\n\r\nOn behalf of the government, it also operates 
            
51
the Swiss avalanche warning service. The avalanche bulletin provides 
51
the Swiss avalanche warning service. The avalanche bulletin provides 
            
52
information concerning the current avalanche situation and warns the 
52
information concerning the current avalanche situation and warns the 
            
53
public about the avalanche danger. The data underlying the service is 
53
public about the avalanche danger. The data underlying the service is 
            
54
delivered by an extensive network of observers and automatic measuring 
54
delivered by an extensive network of observers and automatic measuring 
            
55
stations. The avalanches and prevention unit develops warning and 
55
stations. The avalanches and prevention unit develops warning and 
            
56
information systems for public authorities and local emergency 
56
information systems for public authorities and local emergency 
            
57
services.\r\n\r\nAmong other key duties, the unit provides advice on 
57
services.\r\n\r\nAmong other key duties, the unit provides advice on 
            
58
practical aspects of avalanche protection, and develops methods for 
58
practical aspects of avalanche protection, and develops methods for 
            
59
the risk-based management of natural hazards. The latest research and 
59
the risk-based management of natural hazards. The latest research and 
            
60
development findings are continuously being translated into practice 
60
development findings are continuously being translated into practice 
            
61
and used in the unit's intensive teaching and training 
61
and used in the unit's intensive teaching and training 
            
62
activities.\r\n\r\nIt works closely together with other SLF research 
62
activities.\r\n\r\nIt works closely together with other SLF research 
            
63
units and partners in Switzerland and abroad. These include national 
63
units and partners in Switzerland and abroad. These include national 
            
64
and international research establishments, cantonal and federal 
64
and international research establishments, cantonal and federal 
            
65
authorities, as well as industry, associations, and agencies 
65
authorities, as well as industry, associations, and agencies 
            
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responsible for public safety and tourism.",
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responsible for public safety and tourism.",
            
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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-snow-avalanches-and-prevention",
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    "name": "slf-snow-avalanches-and-prevention",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "Snow Avalanches and Prevention",
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    "title": "Snow Avalanches and Prevention",
            
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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\": \"2023\", \"publisher\": 
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  "publication": "{\"publication_year\": \"2023\", \"publisher\": 
            
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\"EnviDat\"}",
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\"EnviDat\"}",
            
t
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  "publication_state": "pub_pending",
t
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  "publication_state": "approved",
            
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  "related_datasets": "Techel, F. (2023). Re-analyzed regional 
80
  "related_datasets": "Techel, F. (2023). Re-analyzed regional 
            
81
avalanche danger levels in Switzerland. EnviDat. 
81
avalanche danger levels in Switzerland. EnviDat. 
            
82
https://www.doi.org/10.16904/envidat.426.",
82
https://www.doi.org/10.16904/envidat.426.",
            
83
  "related_publications": "Mayer, S. I., Techel, F., Schweizer, J., 
83
  "related_publications": "Mayer, S. I., Techel, F., Schweizer, J., 
            
84
and van Herwijnen, A.: Prediction of natural dry-snow avalanche 
84
and van Herwijnen, A.: Prediction of natural dry-snow avalanche 
            
85
activity using physics-based snowpack simulations, EGUsphere, 
85
activity using physics-based snowpack simulations, EGUsphere, 
            
86
https://doi.org/10.5194/egusphere-2023-646, 2023",
86
https://doi.org/10.5194/egusphere-2023-646, 2023",
            
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  "relationships_as_object": [],
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      "description": "Data set AV1 was used for training the 
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avalanche-day classifier (Sections 2.1.1, 2.2, and 3.1 in Mayer et 
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avalanche-day classifier (Sections 2.1.1, 2.2, and 3.1 in Mayer et 
            
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      "description": "Data set AV2 used for training the 
            
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avalanche-size estimator (Sections 2.1.2 and 3.2 in Mayer et al.)",
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avalanche-size estimator (Sections 2.1.2 and 3.2 in Mayer et al.)",
            
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      "description": "Data set DL was used for validation of the 
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      "description": "Data set DL was used for validation of the 
            
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avalanche-day classifier and the avalanche-size estimator. The data 
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avalanche-day classifier and the avalanche-size estimator. The data 
            
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set contains the quality-checked danger levels merged with the 
153
set contains the quality-checked danger levels merged with the 
            
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respective SNOWPACK simulations (Sections 2.3 and 3.3(2) in Mayer et 
154
respective SNOWPACK simulations (Sections 2.3 and 3.3(2) in Mayer et 
            
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al.).",
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al.).",
            
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    {
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      "display_name": "AVALANCHE",
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      "display_name": "AVALANCHE",
            
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      "name": "NATURAL AVALANCHES",
            
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      "display_name": "SNOWPACK MODEL",
            
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      "id": "3c972430-0c08-4451-bd3c-071b6ea09eaa",
            
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  ],
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249
  "title": "Data-set for prediction of natural dry-snow avalanche 
249
  "title": "Data-set for prediction of natural dry-snow avalanche 
            
250
activity and avalanche size using physics-based snowpack simulations",
250
activity and avalanche size using physics-based snowpack simulations",
            
251
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251
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252
  "url": null,
            
253
  "version": "1.0"
253
  "version": "1.0"
            
254
}
254
}