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{
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{
            
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  "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
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  "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
            
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\"affiliation_03\": \"\", \"email\": \"jacob.hirschberg@wsl.ch\", 
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\"affiliation_03\": \"\", \"email\": \"jacob.hirschberg@wsl.ch\", 
            
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\"given_name\": \"Jacob\", \"identifier\": 
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\"given_name\": \"Jacob\", \"identifier\": 
            
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\"https://orcid.org/0000-0002-0348-7921\", \"name\": 
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\"https://orcid.org/0000-0002-0348-7921\", \"name\": 
            
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\"Hirschberg\"}]",
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\"Hirschberg\"}]",
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "0b040ad3-18f5-4c94-bb8f-2c32582b45c8",
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  "creator_user_id": "0b040ad3-18f5-4c94-bb8f-2c32582b45c8",
            
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  "date": "[{\"date\": \"2021-08-17\", \"date_type\": \"created\", 
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  "date": "[{\"date\": \"2021-08-17\", \"date_type\": \"created\", 
            
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\"end_date\": \"\"}]",
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\"end_date\": \"\"}]",
            
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  "doi": "",
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  "doi": "",
            
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"WSL 
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"WSL 
            
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CCAMM\", \"institution_url\": \"\"}]",
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CCAMM\", \"institution_url\": \"\"}]",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "6fe790e2-d008-4dd5-a7c8-2a7849d05596",
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  "id": "6fe790e2-d008-4dd5-a7c8-2a7849d05596",
            
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  "isopen": false,
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  "isopen": false,
            
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  "language": "en",
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  "language": "en",
            
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  "license_id": "other-undefined",
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  "license_id": "other-undefined",
            
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  "license_title": "Other (Specified in the description)",
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  "license_title": "Other (Specified in the description)",
            
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  "maintainer": "{\"affiliation\": \"WSL\", \"email\": 
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  "maintainer": "{\"affiliation\": \"WSL\", \"email\": 
            
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\"jacob.hirschberg@wsl.ch\", \"given_name\": \"Jacob\", 
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\"jacob.hirschberg@wsl.ch\", \"given_name\": \"Jacob\", 
            
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\"identifier\": \"https://orcid.org/0000-0002-0348-7921\", \"name\": 
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\"identifier\": \"https://orcid.org/0000-0002-0348-7921\", \"name\": 
            
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\"Hirschberg\"}",
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\"Hirschberg\"}",
            
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  "maintainer_email": null,
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  "maintainer_email": null,
            
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  "metadata_created": "2021-08-17T07:01:04.408887",
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  "metadata_created": "2021-08-17T07:01:04.408887",
            
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  "metadata_modified": "2021-08-17T07:01:04.408894",
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  "metadata_modified": "2021-08-17T07:05:24.181519",
            
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  "name": "debris-flow-prediction-based-on-rainfall",
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  "name": "debris-flow-prediction-based-on-rainfall",
            
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  "notes": "Source code for debris flow preditction based on rainfall. 
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  "notes": "Source code for debris flow preditction based on rainfall. 
            
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For further information, see Hirschberg et al. (2021).",
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For further information, see Hirschberg et al. (2021).",
            
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  "num_resources": 0,
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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": "2016-09-02T14:17:02.029939",
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    "created": "2016-09-02T14:17:02.029939",
            
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    "description": " The Research Unit investigates natural hazard 
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    "description": " The Research Unit investigates natural hazard 
            
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processes in mountainous areas, in particular the triggering and 
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processes in mountainous areas, in particular the triggering and 
            
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propagation of floods, sediment transport, landslides, debris flows 
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propagation of floods, sediment transport, landslides, debris flows 
            
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and rock fall. Process studies on the scale of slopes, channels and 
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and rock fall. Process studies on the scale of slopes, channels and 
            
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catchments form the basis for the development of simulation models and 
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catchments form the basis for the development of simulation models and 
            
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of hazard assessment procedures and for the design of countermeasures. 
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of hazard assessment procedures and for the design of countermeasures. 
            
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To this end worldwide unique observation systems are developed, such 
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To this end worldwide unique observation systems are developed, such 
            
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as a debris flow balance and geophone systems for bedload transport. 
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as a debris flow balance and geophone systems for bedload transport. 
            
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Damage and damaging processes due to frequent and extreme events are 
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Damage and damaging processes due to frequent and extreme events are 
            
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assessed as prerequisites for the risk-based and sustainable 
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assessed as prerequisites for the risk-based and sustainable 
            
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management of natural hazards.\r\n\r\nA second focus of the unit is on 
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management of natural hazards.\r\n\r\nA second focus of the unit is on 
            
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the estimation and prediction of snow and water resources, e.g. for 
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the estimation and prediction of snow and water resources, e.g. for 
            
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hydropower production or early recognition of drought. The unit 
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hydropower production or early recognition of drought. The unit 
            
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operates a snow hydrological service for federal and cantonal agencies 
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operates a snow hydrological service for federal and cantonal agencies 
            
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and a drought information platform for a broad range of water 
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and a drought information platform for a broad range of water 
            
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users.\r\n\r\n__Further information__: 
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users.\r\n\r\n__Further information__: 
            
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.ch/en/about-wsl/organization/research-units/mountain-hydrology.html",
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.ch/en/about-wsl/organization/research-units/mountain-hydrology.html",
            
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    "id": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
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    "id": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
            
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    "image_url": "2018-07-10-091052.004438LogoWSL.svg",
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    "image_url": "2018-07-10-091052.004438LogoWSL.svg",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "gebirgshydrologie",
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    "name": "gebirgshydrologie",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "GebirgsHydrologie",
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    "title": "GebirgsHydrologie",
            
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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": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
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  "owner_org": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
            
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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": "",
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  "publication_state": "",
            
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  "related_datasets": "",
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  "related_datasets": "",
            
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  "related_publications": "",
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  "related_publications": "",
            
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  "relationships_as_object": [],
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  "relationships_as_object": [],
            
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  "relationships_as_subject": [],
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  "relationships_as_subject": [],
            
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  "resource_type": "dataset",
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  "resource_type": "dataset",
            
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  "resource_type_general": "dataset",
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  "resource_type_general": "dataset",
            
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  "resources": [],
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  "resources": [
            
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    {
            
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      "cache_last_updated": null,
            
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      "cache_url": null,
            
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      "created": "2021-08-17T07:05:24.202053",
            
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      "description": ".zip file with code and example data. See the 
            
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README.md for how to use it.",
            
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      "doi": "",
            
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      "format": ".zip",
            
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      "hash": "",
            
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      "id": "9fc14677-b6c7-410f-8943-4771b7410c9e",
            
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      "last_modified": null,
            
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      "metadata_modified": "2021-08-17T07:05:24.186291",
            
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      "name": "",
            
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      "package_id": "6fe790e2-d008-4dd5-a7c8-2a7849d05596",
            
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      "position": 0,
            
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      "publication_state": "",
            
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      "resource_size": "{\"size_value\": \"\", \"size_units\": 
            
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\"kb\"}",
            
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      "resource_type": null,
            
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      "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", 
            
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\"shared_secret\": \"\"}",
            
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      "size": 19318,
            
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      "state": "active",
            
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      "url": 
            
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/9fc14677-b6c7-410f-8943-4771b7410c9e/download/threshold_example.zip",
            
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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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433594,46.249650677278424],[7.574043273925781,46.249650677278424]]]}",
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433594,46.249650677278424],[7.574043273925781,46.249650677278424]]]}",
            
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  "spatial_info": "Switzerland",
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  "spatial_info": "Switzerland",
            
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  "state": "draft",
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  "state": "draft",
            
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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": "DEBRIS FLOW",
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      "display_name": "DEBRIS FLOW",
            
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      "id": "30d905fc-cd5b-4947-8d41-f8367bf315f7",
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      "id": "30d905fc-cd5b-4947-8d41-f8367bf315f7",
            
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      "name": "DEBRIS FLOW",
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      "name": "DEBRIS FLOW",
            
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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": "ILLGRABEN",
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      "display_name": "ILLGRABEN",
            
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      "id": "bd83a96f-e9d0-462c-b9af-c4aaa28fd2dd",
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      "id": "bd83a96f-e9d0-462c-b9af-c4aaa28fd2dd",
            
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      "name": "ILLGRABEN",
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      "name": "ILLGRABEN",
            
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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": "LANDSLIDE",
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      "display_name": "LANDSLIDE",
            
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      "id": "70dfc1e7-9c6e-485b-bad3-0b452264cf62",
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      "id": "70dfc1e7-9c6e-485b-bad3-0b452264cf62",
            
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      "name": "LANDSLIDE",
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      "name": "LANDSLIDE",
            
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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": "RAINFALL THRESHOLDS",
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      "display_name": "RAINFALL THRESHOLDS",
            
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      "id": "bfc8094c-84c6-4ccb-952b-bba4d942e4c4",
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      "id": "bfc8094c-84c6-4ccb-952b-bba4d942e4c4",
            
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      "name": "RAINFALL THRESHOLDS",
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      "name": "RAINFALL THRESHOLDS",
            
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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": "RANDOM FOREST",
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      "display_name": "RANDOM FOREST",
            
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      "id": "a0144149-b641-424f-96d1-207837e9ef07",
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      "id": "a0144149-b641-424f-96d1-207837e9ef07",
            
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      "name": "RANDOM FOREST",
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      "name": "RANDOM FOREST",
            
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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": "Source code for: Evaluating methods for debris-flow 
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  "title": "Source code for: Evaluating methods for debris-flow 
            
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prediction based on rainfall in an Alpine catchment",
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prediction based on rainfall in an Alpine catchment",
            
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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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}