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{
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{
            
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  "author": "Portele, Tanja",
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  "author": "Portele, Tanja",
            
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  "author_email": "",
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  "author_email": "",
            
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  "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
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  "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            
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  "doi": "10.35097/441",
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  "doi": "10.35097/441",
            
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  "doi_date_published": "2021",
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  "doi_date_published": "2021",
            
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  "doi_publisher": "",
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  "doi_publisher": "",
            
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  "doi_status": "True",
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  "doi_status": "True",
            
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  "extra_authors": [
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  "extra_authors": [
            
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    {
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    {
            
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      "extra_author": "Lorenz, Christof",
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      "extra_author": "Lorenz, Christof",
            
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      "orcid": "0000-0001-5590-5470"
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      "orcid": "0000-0001-5590-5470"
            
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    }
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    }
            
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  ],
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  ],
            
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  "groups": [],
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  "groups": [],
            
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  "id": "ffa32d4f-73b2-43b2-9ae7-cd8b437b50f2",
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  "id": "ffa32d4f-73b2-43b2-9ae7-cd8b437b50f2",
            
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  "isopen": false,
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  "isopen": false,
            
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  "license_id": "CC BY 4.0 Attribution",
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  "license_id": "CC BY 4.0 Attribution",
            
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  "license_title": "CC BY 4.0 Attribution",
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  "license_title": "CC BY 4.0 Attribution",
            
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  "metadata_created": "2023-01-12T13:30:37.984174",
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  "metadata_created": "2023-01-12T13:30:37.984174",
            
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  "metadata_modified": "2023-08-04T08:51:24.864151",
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  "metadata_modified": "2023-08-04T08:52:53.092030",
            
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  "name": "rdr-doi-10-35097-441",
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  "name": "rdr-doi-10-35097-441",
            
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  "notes": "Abstract: Increasing frequencies of droughts require 
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  "notes": "Abstract: Increasing frequencies of droughts require 
            
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proactive preparedness, particularly in semi-arid regions. As 
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proactive preparedness, particularly in semi-arid regions. As 
            
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forecasting of such hydrometeorological extremes several months ahead 
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forecasting of such hydrometeorological extremes several months ahead 
            
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allows for necessary climate proofing, we assess the potential 
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allows for necessary climate proofing, we assess the potential 
            
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economic value of the seasonal forecasting system SEAS5 for decision 
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economic value of the seasonal forecasting system SEAS5 for decision 
            
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making in water management. For seven drought-prone regions analyzed 
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making in water management. For seven drought-prone regions analyzed 
            
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in America, Africa, and Asia, the relative frequency of drought months 
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in America, Africa, and Asia, the relative frequency of drought months 
            
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significantly increased from 10 to 30% between 1981 and 2018. We 
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significantly increased from 10 to 30% between 1981 and 2018. We 
            
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demonstrate that seasonal forecast-based action for droughts achieves 
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demonstrate that seasonal forecast-based action for droughts achieves 
            
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potential economic savings up to 70% of those from optimal early 
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potential economic savings up to 70% of those from optimal early 
            
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action. For very warm months and droughts, savings of at least 20% 
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action. For very warm months and droughts, savings of at least 20% 
            
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occur even for forecast horizons of several months. Our in-depth 
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occur even for forecast horizons of several months. Our in-depth 
            
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analysis for the Upper-Atbara dam in Sudan reveals avoidable losses of 
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analysis for the Upper-Atbara dam in Sudan reveals avoidable losses of 
            
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16 Mio US$ in one example year for early-action based drought 
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16 Mio US$ in one example year for early-action based drought 
            
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reservoir operation. These findings stress the advantage and necessity 
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reservoir operation. These findings stress the advantage and necessity 
            
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of considering seasonal forecasts in hydrological decision 
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of considering seasonal forecasts in hydrological decision 
            
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making.\r\nTechnicalInfo: The dataset contains the time series 
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making.\r\nTechnicalInfo: The dataset contains the time series 
            
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(ensemble forecasts, reanalysis data) and shape files which have been 
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(ensemble forecasts, reanalysis data) and shape files which have been 
            
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used for computing the different indicators in the article \"Seasonal 
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used for computing the different indicators in the article \"Seasonal 
            
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forecasts offer economic benefit for hydrological decision making in 
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forecasts offer economic benefit for hydrological decision making in 
            
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semi-arid regions\".",
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semi-arid regions\".",
            
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  "num_tags": 6,
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  "orcid": "0000-0001-9436-710X",
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  "organization": {
            
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    "approval_status": "approved",
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    "approval_status": "approved",
            
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    "created": "2023-01-12T13:30:23.238233",
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    "created": "2023-01-12T13:30:23.238233",
            
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    "description": "RADAR (Research Data Repository) is a 
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    "description": "RADAR (Research Data Repository) is a 
            
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cross-disciplinary repository for archiving and publishing research 
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cross-disciplinary repository for archiving and publishing research 
            
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data from completed scientific studies and projects. The focus is on 
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data from completed scientific studies and projects. The focus is on 
            
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research data from subjects that do not yet have their own 
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research data from subjects that do not yet have their own 
            
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discipline-specific infrastructures for research data management. ",
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discipline-specific infrastructures for research data management. ",
            
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    "name": "radar",
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    "name": "radar",
            
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    "title": "RADAR",
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    "title": "RADAR",
            
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    "type": "organization"
            
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  },
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  "owner_org": "013c89a9-383c-4200-8baa-0f78bf1d91f9",
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  "private": false,
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  "production_year": "2021",
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  "publication_year": "2021",
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  "publication_year": "2021",
            
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  "publishers": [
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  "publishers": [
            
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    {
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    {
            
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      "publisher": "Karlsruhe Institute of Technology (KIT)"
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      "publisher": "Karlsruhe Institute of Technology (KIT)"
            
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    }
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      "identifier": "10.1038/s41598-021-89564-y",
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      "identifier": "10.1038/s41598-021-89564-y",
            
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  "source_metadata_created": "2021",
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      "subject_area_name": "Geological Science"
            
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      "subject_area_additional": "",
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      "subject_area_name": "Environmental Science and Ecology"
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      "subject_area_name": "Environmental Science and Ecology"
            
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    },
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    },
            
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    {
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    {
            
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      "subject_area_additional": "Climate Science",
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      "subject_area_additional": "Climate Science",
            
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      "subject_area_name": "Other"
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      "subject_area_name": "Other"
            
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    {
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      "display_name": "ERA5",
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      "name": "ERA5",
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      "display_name": "SEAS5",
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      "name": "SEAS5",
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      "display_name": "Seasonal forecasts",
            
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      "id": "17869bb1-954a-4fae-a13f-6a4af432831a",
            
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      "name": "Seasonal forecasts",
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      "name": "Seasonal forecasts",
            
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      "state": "active",
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      "state": "active",
            
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    },
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    {
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    {
            
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      "display_name": "climate trends",
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      "display_name": "climate trends",
            
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      "id": "628cd953-c943-4639-9858-b2735d00f21c",
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      "id": "628cd953-c943-4639-9858-b2735d00f21c",
            
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      "name": "climate trends",
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      "name": "climate trends",
            
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      "state": "active",
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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": "drought",
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      "display_name": "drought",
            
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      "id": "6bebbcb6-3760-415d-800e-d7f4d68f5d4e",
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      "id": "6bebbcb6-3760-415d-800e-d7f4d68f5d4e",
            
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      "name": "drought",
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      "name": "drought",
            
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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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      "display_name": "reanalysis",
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      "display_name": "reanalysis",
            
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      "id": "7bc53628-2c1a-4798-8b0d-1d62aec24a42",
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      "id": "7bc53628-2c1a-4798-8b0d-1d62aec24a42",
            
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      "name": "reanalysis",
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      "name": "reanalysis",
            
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      "state": "active",
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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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  "title": "Sawam region averages for srep",
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  "title": "Sawam region averages for srep",
            
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  "type": "vdataset",
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  "type": "vdataset",
            
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  "url": "https://doi.org/10.35097/441"
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  "url": "https://doi.org/10.35097/441"
            
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}
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}