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{
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{
            
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  "author": "[{\"affiliation\": \"SLF\", \"affiliation_02\": 
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  "author": "[{\"affiliation\": \"SLF\", \"affiliation_02\": 
            
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\"WSL-SLF\", \"affiliation_03\": \"\", \"email\": \"mott@slf.ch\", 
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\"WSL-SLF\", \"affiliation_03\": \"\", \"email\": \"mott@slf.ch\", 
            
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\"given_name\": \"Rebecca\", \"identifier\": \"\", \"name\": 
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\"given_name\": \"Rebecca\", \"identifier\": \"\", \"name\": 
            
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\"Mott\"}]",
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\"Mott\"}]",
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "747c2fb4-445a-41f2-8a32-c2205e60c342",
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  "creator_user_id": "747c2fb4-445a-41f2-8a32-c2205e60c342",
            
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  "date": "[{\"date\": \"1998-09-01\", \"date_type\": \"created\", 
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  "date": "[{\"date\": \"1998-09-01\", \"date_type\": \"created\", 
            
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\"end_date\": \"2022-10-30\"}]",
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\"end_date\": \"2022-10-30\"}]",
            
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  "doi": "10.16904/envidat.401",
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  "doi": "10.16904/envidat.401",
            
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"FOEHN\", 
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"FOEHN\", 
            
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\"institution_url\": \"\"}]",
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\"institution_url\": \"\"}]",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "48767680-4749-408e-93d3-68fdab216c52",
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  "id": "48767680-4749-408e-93d3-68fdab216c52",
            
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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": "wsl-data",
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  "license_id": "wsl-data",
            
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  "license_title": "WSL Data Policy",
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  "license_title": "WSL Data Policy",
            
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  "license_url": 
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  "license_url": 
            
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ps://www.wsl.ch/en/about-wsl/programmes-and-initiatives/envidat.html",
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ps://www.wsl.ch/en/about-wsl/programmes-and-initiatives/envidat.html",
            
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  "maintainer": "{\"affiliation\": \"\", \"email\": \"mott@slf.ch\", 
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  "maintainer": "{\"affiliation\": \"\", \"email\": \"mott@slf.ch\", 
            
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\"given_name\": \"Rebecca\", \"identifier\": \"\", \"name\": 
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\"given_name\": \"Rebecca\", \"identifier\": \"\", \"name\": 
            
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\"Mott\"}",
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\"Mott\"}",
            
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  "maintainer_email": null,
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  "maintainer_email": null,
            
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  "metadata_created": "2023-05-11T09:08:26.467185",
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  "metadata_created": "2023-05-11T09:08:26.467185",
            
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  "metadata_modified": "2023-06-13T11:49:23.126187",
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  "metadata_modified": "2023-06-13T12:04:32.212052",
            
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  "name": "climatological-snow-data-1998-2022-oshd",
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  "name": "climatological-snow-data-1998-2022-oshd",
            
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  "notes": "This dataset comprises the climatology on gridded data of 
28
  "notes": "This dataset comprises the climatology on gridded data of 
            
29
snow water equivalent and snow melt runoff spanning 1998-2022, with a 
29
snow water equivalent and snow melt runoff spanning 1998-2022, with a 
            
30
spatial resolution of 1 km and daily temporal resolution. This data 
30
spatial resolution of 1 km and daily temporal resolution. This data 
            
31
was produced with the conceptual OSHD model (Temperature Index Model). 
31
was produced with the conceptual OSHD model (Temperature Index Model). 
            
32
",
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",
            
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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": "2021-08-23T15:25:48.676190",
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    "created": "2021-08-23T15:25:48.676190",
            
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    "description": "The research group \u00abSnow Hydrology\u00bb 
38
    "description": "The research group \u00abSnow Hydrology\u00bb 
            
39
investigates snow as a component of the hydrological cycle. In the 
39
investigates snow as a component of the hydrological cycle. In the 
            
40
Alps a significant percentage of precipitation comes in the form of 
40
Alps a significant percentage of precipitation comes in the form of 
            
41
snow. The timing of snow melt thus influences the annual dynamics of 
41
snow. The timing of snow melt thus influences the annual dynamics of 
            
42
runoff from alpine watersheds. Of particular interest for our research 
42
runoff from alpine watersheds. Of particular interest for our research 
            
43
is to enhance estimations of snow water resources and subsequent melt 
43
is to enhance estimations of snow water resources and subsequent melt 
            
44
water discharge.\r\n\r\nThe research group covers a broad range of 
44
water discharge.\r\n\r\nThe research group covers a broad range of 
            
45
projects and methods. The latest measuring techniques are used to 
45
projects and methods. The latest measuring techniques are used to 
            
46
investigate snow distribution patterns in alpine terrain, e.g. laser 
46
investigate snow distribution patterns in alpine terrain, e.g. laser 
            
47
scanning or radar technology. We use different types of numerical 
47
scanning or radar technology. We use different types of numerical 
            
48
models to calculate snow water resources based on input data from 
48
models to calculate snow water resources based on input data from 
            
49
meteorological monitoring networks. These models are being used to 
49
meteorological monitoring networks. These models are being used to 
            
50
predict the consequences of climate change on the water balance of 
50
predict the consequences of climate change on the water balance of 
            
51
mountain watersheds. The models also constitute a valuable tool for 
51
mountain watersheds. The models also constitute a valuable tool for 
            
52
our operational services, such as periodic snow hydrological 
52
our operational services, such as periodic snow hydrological 
            
53
bulletins, which contribute to the federal flood prevention and 
53
bulletins, which contribute to the federal flood prevention and 
            
54
forecasting system.\r\n\r\nThe research group \u00abSnow 
54
forecasting system.\r\n\r\nThe research group \u00abSnow 
            
55
Hydrology\u00bb is based in Davos and ensures the link between other 
55
Hydrology\u00bb is based in Davos and ensures the link between other 
            
56
Davosian research groups and the research unit \u201dMountain 
56
Davosian research groups and the research unit \u201dMountain 
            
57
Hydrology and Mass Movements\u201d in Birmensdorf.",
57
Hydrology and Mass Movements\u201d in Birmensdorf.",
            
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    "id": "d66115d3-c4f9-4f6e-8ff1-5791549e0386",
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    "id": "d66115d3-c4f9-4f6e-8ff1-5791549e0386",
            
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    "image_url": "",
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    "image_url": "",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "snow-hydrology",
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    "name": "snow-hydrology",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "Snow Hydrology",
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    "title": "Snow Hydrology",
            
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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": "d66115d3-c4f9-4f6e-8ff1-5791549e0386",
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  "owner_org": "d66115d3-c4f9-4f6e-8ff1-5791549e0386",
            
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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\"}",
            
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  "publication_state": "approved",
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  "publication_state": "published",
            
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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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    {
            
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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": "2023-05-11T09:09:07.619666",
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      "created": "2023-05-11T09:09:07.619666",
            
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      "description": "",
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      "description": "",
            
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      "doi": "",
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      "doi": "",
            
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      "format": "netcdf4",
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      "format": "netcdf4",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "da47a637-f1a6-4ddd-9203-1355e09305f7",
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      "id": "da47a637-f1a6-4ddd-9203-1355e09305f7",
            
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      "last_modified": null,
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      "last_modified": null,
            
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      "metadata_modified": "2023-06-13T09:57:38.321055",
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      "metadata_modified": "2023-06-13T09:57:38.321055",
            
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      "mimetype": null,
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      "mimetype": null,
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "Data package",
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      "name": "Data package",
            
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      "package_id": "48767680-4749-408e-93d3-68fdab216c52",
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      "package_id": "48767680-4749-408e-93d3-68fdab216c52",
            
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      "position": 0,
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      "position": 0,
            
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      "publication_state": "",
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      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
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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\": \"\", \"level\": \"public\", 
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      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
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\"shared_secret\": \"\"}",
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\"shared_secret\": \"\"}",
            
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      "size": null,
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      "size": null,
            
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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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://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.401/TI_1998_2022.nc",
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://os.zhdk.cloud.switch.ch/envicloud/doi/envidat.401/TI_1998_2022.nc",
            
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      "url_type": null
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      "url_type": null
            
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    }
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    }
            
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  ],
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  ],
            
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  "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[5.95587, 
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  "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[5.95587, 
            
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45.81802],[5.95587, 45.81802]]]}",
            
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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": [
            
114
    {
114
    {
            
115
      "display_name": "OPERATIONAL SNOW HYDROLOGICAL SERVICE",
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      "display_name": "OPERATIONAL SNOW HYDROLOGICAL SERVICE",
            
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      "id": "a6934f5e-50f8-4206-beb1-fd69001872c8",
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      "id": "a6934f5e-50f8-4206-beb1-fd69001872c8",
            
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      "name": "OPERATIONAL SNOW HYDROLOGICAL SERVICE",
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      "name": "OPERATIONAL SNOW HYDROLOGICAL SERVICE",
            
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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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    {
121
    {
            
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      "display_name": "SNOW CLIMATOLOGY",
122
      "display_name": "SNOW CLIMATOLOGY",
            
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      "id": "d282ba6d-32e3-470f-9564-b7e08a4b8f1e",
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      "id": "d282ba6d-32e3-470f-9564-b7e08a4b8f1e",
            
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      "name": "SNOW CLIMATOLOGY",
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      "name": "SNOW CLIMATOLOGY",
            
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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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    {
128
    {
            
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      "display_name": "SNOW COVER FRACTION",
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      "display_name": "SNOW COVER FRACTION",
            
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      "id": "1478f489-1eab-4d49-8a4f-163efd8a3e54",
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      "id": "1478f489-1eab-4d49-8a4f-163efd8a3e54",
            
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      "name": "SNOW COVER FRACTION",
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      "name": "SNOW COVER FRACTION",
            
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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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    {
135
    {
            
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      "display_name": "SNOW MELT",
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      "display_name": "SNOW MELT",
            
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      "id": "4452e5c9-c707-4c61-bd1c-28816181a043",
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      "id": "4452e5c9-c707-4c61-bd1c-28816181a043",
            
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      "name": "SNOW MELT",
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      "name": "SNOW MELT",
            
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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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    {
142
    {
            
143
      "display_name": "SNOW WATER EQUIVALENT",
143
      "display_name": "SNOW WATER EQUIVALENT",
            
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      "id": "87ab10f7-3e04-47ef-9159-830c167c0699",
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      "id": "87ab10f7-3e04-47ef-9159-830c167c0699",
            
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      "name": "SNOW WATER EQUIVALENT",
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      "name": "SNOW WATER EQUIVALENT",
            
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      "state": "active",
146
      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    }
148
    }
            
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  ],
149
  ],
            
150
  "title": "Climatological snow data since 1998, OSHD",
150
  "title": "Climatological snow data since 1998, OSHD",
            
151
  "type": "dataset",
151
  "type": "dataset",
            
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  "url": null,
152
  "url": null,
            
153
  "version": "1.0"
153
  "version": "1.0"
            
154
}
154
}