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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\": \"\", \"autocomplete\": \"on\", 
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\"WSL-SLF\", \"affiliation_03\": \"\", \"email\": \"mott@slf.ch\", 
            
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\"email\": \"mott@slf.ch\", \"given_name\": \"Rebecca\", 
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\"given_name\": \"Rebecca\", \"identifier\": \"\", \"name\": 
            
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\"identifier\": \"\", \"name\": \"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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  "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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  "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\": \"SLF\", \"email\": 
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  "maintainer": 
            
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\"mott@slf.ch\", \"given_name\": \"Rebecca\", \"identifier\": \"\", 
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mail\":\"mott@slf.ch\",\"given_name\":\"Rebecca\",\"name\":\"Mott\"}",
            
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\"name\": \"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": "2023-06-13T09:58:12.129336",
            
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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 
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  "notes": "This dataset comprises the climatology on gridded data of 
            
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snow water equivalent, snow melt runoff and snow cover fraction 
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snow water equivalent, snow melt runoff and snow cover fraction 
            
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spanning 1998-2022, with a spatial resolution of 1 km and daily 
29
spanning 1998-2022, with a spatial resolution of 1 km and daily 
            
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temporal resolution. This data was produced with the conceptual OSHD 
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temporal resolution. This data was produced with the conceptual OSHD 
            
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model. ",
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model. ",
            
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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": "2016-11-17T12:24:20.447699",
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    "created": "2021-08-23T15:25:48.676190",
            
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    "description": "CRYOS is the EPFL laboratory of the WSL/SLF - EPFL 
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    "description": "The research group \u00abSnow Hydrology\u00bb 
            
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joint appointment for Prof. Michael Lehning. At his WSL side, Prof. 
38
investigates snow as a component of the hydrological cycle. In the 
            
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Michael Lehning is head of the research unit \"Snow and Permafrost\" 
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Alps a significant percentage of precipitation comes in the form of 
            
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at SLF in Davos.\r\n \r\n###General Mission\r\nThe laboratory of 
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snow. The timing of snow melt thus influences the annual dynamics of 
            
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cryospheric sciences investigates the processes that shape snow and 
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runoff from alpine watersheds. Of particular interest for our research 
            
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ice in mountains and polar regions. In particular, snow cover 
42
is to enhance estimations of snow water resources and subsequent melt 
            
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processes, snow-atmosphere interactions and mountain hydrology are in 
43
water discharge.\r\n\r\nThe research group covers a broad range of 
            
45
the focus of current research. This includes a strive for deeper 
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projects and methods. The latest measuring techniques are used to 
            
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understanding of the complicated mass and energy exchange processes 
45
investigate snow distribution patterns in alpine terrain, e.g. laser 
            
47
within, above and below a snow cover but also predictions of future 
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scanning or radar technology. We use different types of numerical 
            
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snow and ice in mountains and high latitudes. A newer work area is the 
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models to calculate snow water resources based on input data from 
            
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risk management and optimization in the field of renewable energy 
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meteorological monitoring networks. These models are being used to 
            
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production based on our detailed understanding of water, wind and 
49
predict the consequences of climate change on the water balance of 
            
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radiation processes in mountains.\r\n\r\nMore information: 
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mountain watersheds. The models also constitute a valuable tool for 
            
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http://cryos.epfl.ch/",
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our operational services, such as periodic snow hydrological 
            
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    "id": "b2ef52fe-c56a-4973-8309-24837f3848ed",
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bulletins, which contribute to the federal flood prevention and 
            
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    "image_url": "2019-03-26-151807.125593CRYOSLogoFinal.jpg",
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forecasting system.\r\n\r\nThe research group \u00abSnow 
            
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Hydrology\u00bb is based in Davos and ensures the link between other 
            
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Davosian research groups and the research unit \u201dMountain 
            
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Hydrology and Mass Movements\u201d in Birmensdorf.",
            
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    "id": "d66115d3-c4f9-4f6e-8ff1-5791549e0386",
            
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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": "cryos",
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    "name": "snow-hydrology",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "CRYOS",
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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": "b2ef52fe-c56a-4973-8309-24837f3848ed",
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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": "pub_pending",
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  "publication_state": "approved",
            
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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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  "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": "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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    },
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    },
            
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    {
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    {
            
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      "display_name": "SNOW CLIMATOLOGY",
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      "display_name": "SNOW CLIMATOLOGY",
            
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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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    },
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    },
            
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    {
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    {
            
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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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      "name": "SNOW COVER FRACTION",
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      "name": "SNOW COVER FRACTION",
            
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      "state": "active",
            
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    },
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    },
            
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    {
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    {
            
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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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    {
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    {
            
164
      "display_name": "SNOW WATER EQUIVALENT",
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      "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",
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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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171
  "title": "Climatological snow data 1998-2022 (OSHD)",
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  "title": "Climatological snow data since 1998, OSHD",
            
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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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}