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f | 1 | { | f | 1 | { |
2 | "author": "Borne, Maurus", | 2 | "author": "Borne, Maurus", | ||
3 | "author_email": "", | 3 | "author_email": "", | ||
4 | "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", | 4 | "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", | ||
5 | "doi": "10.35097/600", | 5 | "doi": "10.35097/600", | ||
6 | "doi_date_published": "2023", | 6 | "doi_date_published": "2023", | ||
7 | "doi_publisher": "", | 7 | "doi_publisher": "", | ||
8 | "doi_status": "True", | 8 | "doi_status": "True", | ||
9 | "groups": [], | 9 | "groups": [], | ||
10 | "id": "ec80e6f9-84a6-4dba-bc4d-10b3f802f934", | 10 | "id": "ec80e6f9-84a6-4dba-bc4d-10b3f802f934", | ||
11 | "isopen": false, | 11 | "isopen": false, | ||
12 | "license_id": "CC BY-NC-SA 4.0 | 12 | "license_id": "CC BY-NC-SA 4.0 | ||
13 | Attribution-NonCommercial-ShareAlike", | 13 | Attribution-NonCommercial-ShareAlike", | ||
14 | "license_title": "CC BY-NC-SA 4.0 | 14 | "license_title": "CC BY-NC-SA 4.0 | ||
15 | Attribution-NonCommercial-ShareAlike", | 15 | Attribution-NonCommercial-ShareAlike", | ||
16 | "metadata_created": "2023-05-02T07:10:05.788781", | 16 | "metadata_created": "2023-05-02T07:10:05.788781", | ||
n | 17 | "metadata_modified": "2023-05-02T07:10:05.788788", | n | 17 | "metadata_modified": "2023-08-04T08:49:45.261471", |
18 | "name": "rdr-doi-10-35097-600", | 18 | "name": "rdr-doi-10-35097-600", | ||
19 | "notes": "Abstract: In semi-arid regions, interannual variability of | 19 | "notes": "Abstract: In semi-arid regions, interannual variability of | ||
20 | seasonal rainfall and climate change is expected to stress water | 20 | seasonal rainfall and climate change is expected to stress water | ||
21 | availability and increase the recurrence and intensity of extreme | 21 | availability and increase the recurrence and intensity of extreme | ||
22 | events such as droughts or floods. Local decision makers therefore | 22 | events such as droughts or floods. Local decision makers therefore | ||
23 | need reliable long-term hydro-meteorological forecasts to support the | 23 | need reliable long-term hydro-meteorological forecasts to support the | ||
24 | seasonal management of water resources, reservoir operations and | 24 | seasonal management of water resources, reservoir operations and | ||
25 | agriculture. In this context, an Ensemble Kalman Filter (EnKF) | 25 | agriculture. In this context, an Ensemble Kalman Filter (EnKF) | ||
26 | framework is applied to predict sub-basin-scale runoff employing | 26 | framework is applied to predict sub-basin-scale runoff employing | ||
27 | global freely available datasets of reanalysis precipitation | 27 | global freely available datasets of reanalysis precipitation | ||
28 | (ERA5-Land) as well as Bias-Corrected and Spatially Disaggregated | 28 | (ERA5-Land) as well as Bias-Corrected and Spatially Disaggregated | ||
29 | seasonal forecasts (SEAS5-BCSD). Runoff is estimated using least | 29 | seasonal forecasts (SEAS5-BCSD). Runoff is estimated using least | ||
30 | squares predictions, exploiting the covariance structures between | 30 | squares predictions, exploiting the covariance structures between | ||
31 | runoff and precipitation. This repository contains the runoff | 31 | runoff and precipitation. This repository contains the runoff | ||
32 | observations, the final EnKF-based runoff predictions, reference | 32 | observations, the final EnKF-based runoff predictions, reference | ||
33 | precipitation from ERA5-Land, bias-corrected and spatially | 33 | precipitation from ERA5-Land, bias-corrected and spatially | ||
34 | disaggregated seasonal precipitation forecats from SEAS5-BCSD as well | 34 | disaggregated seasonal precipitation forecats from SEAS5-BCSD as well | ||
35 | as shapefiles delineating the sub-basin-boundaries within the Rio | 35 | as shapefiles delineating the sub-basin-boundaries within the Rio | ||
36 | S\u00e3o Francisco River Basin. ", | 36 | S\u00e3o Francisco River Basin. ", | ||
37 | "num_resources": 0, | 37 | "num_resources": 0, | ||
38 | "num_tags": 5, | 38 | "num_tags": 5, | ||
39 | "orcid": "0000-0003-4656-5878", | 39 | "orcid": "0000-0003-4656-5878", | ||
40 | "organization": { | 40 | "organization": { | ||
41 | "approval_status": "approved", | 41 | "approval_status": "approved", | ||
42 | "created": "2023-01-12T13:30:23.238233", | 42 | "created": "2023-01-12T13:30:23.238233", | ||
43 | "description": "RADAR (Research Data Repository) is a | 43 | "description": "RADAR (Research Data Repository) is a | ||
44 | cross-disciplinary repository for archiving and publishing research | 44 | cross-disciplinary repository for archiving and publishing research | ||
45 | data from completed scientific studies and projects. The focus is on | 45 | data from completed scientific studies and projects. The focus is on | ||
46 | research data from subjects that do not yet have their own | 46 | research data from subjects that do not yet have their own | ||
47 | discipline-specific infrastructures for research data management. ", | 47 | discipline-specific infrastructures for research data management. ", | ||
48 | "id": "013c89a9-383c-4200-8baa-0f78bf1d91f9", | 48 | "id": "013c89a9-383c-4200-8baa-0f78bf1d91f9", | ||
49 | "image_url": "radar-logo.svg", | 49 | "image_url": "radar-logo.svg", | ||
50 | "is_organization": true, | 50 | "is_organization": true, | ||
51 | "name": "radar", | 51 | "name": "radar", | ||
52 | "state": "active", | 52 | "state": "active", | ||
53 | "title": "RADAR", | 53 | "title": "RADAR", | ||
54 | "type": "organization" | 54 | "type": "organization" | ||
55 | }, | 55 | }, | ||
56 | "owner_org": "013c89a9-383c-4200-8baa-0f78bf1d91f9", | 56 | "owner_org": "013c89a9-383c-4200-8baa-0f78bf1d91f9", | ||
57 | "private": false, | 57 | "private": false, | ||
58 | "production_year": "2022", | 58 | "production_year": "2022", | ||
59 | "publication_year": "2023", | 59 | "publication_year": "2023", | ||
60 | "publishers": [ | 60 | "publishers": [ | ||
61 | { | 61 | { | ||
62 | "publisher": "Karlsruhe Institute of Technology (KIT)" | 62 | "publisher": "Karlsruhe Institute of Technology (KIT)" | ||
63 | } | 63 | } | ||
64 | ], | 64 | ], | ||
n | n | 65 | "related_identifiers": [ | ||
66 | { | ||||
67 | "identifier": "10.26050/WDCC/SaWaM_D02_SEAS5_BCSD", | ||||
68 | "identifier_type": "DOI", | ||||
69 | "relation_type": "IsDerivedFrom" | ||||
70 | }, | ||||
71 | { | ||||
72 | "identifier": "10.5194/essd-2020-177", | ||||
73 | "identifier_type": "DOI", | ||||
74 | "relation_type": "Continues" | ||||
75 | }, | ||||
76 | { | ||||
77 | "identifier": "10.1002/2014WR016794", | ||||
78 | "identifier_type": "DOI", | ||||
79 | "relation_type": "Continues" | ||||
80 | } | ||||
81 | ], | ||||
65 | "relationships_as_object": [], | 82 | "relationships_as_object": [], | ||
66 | "relationships_as_subject": [], | 83 | "relationships_as_subject": [], | ||
67 | "repository_name": "RADAR (Research Data Repository)", | 84 | "repository_name": "RADAR (Research Data Repository)", | ||
68 | "resources": [], | 85 | "resources": [], | ||
t | t | 86 | "services_used_list": "", | ||
69 | "source_metadata_created": "2023", | 87 | "source_metadata_created": "2023", | ||
70 | "source_metadata_modified": "", | 88 | "source_metadata_modified": "", | ||
71 | "state": "active", | 89 | "state": "active", | ||
72 | "subject_areas": [ | 90 | "subject_areas": [ | ||
73 | { | 91 | { | ||
74 | "subject_area_additional": "", | 92 | "subject_area_additional": "", | ||
75 | "subject_area_name": "Geological Science" | 93 | "subject_area_name": "Geological Science" | ||
76 | } | 94 | } | ||
77 | ], | 95 | ], | ||
78 | "tags": [ | 96 | "tags": [ | ||
79 | { | 97 | { | ||
80 | "display_name": "Data assimilation", | 98 | "display_name": "Data assimilation", | ||
81 | "id": "d1e7eaf6-f7f1-4d04-ab02-cbe3ef2b9a72", | 99 | "id": "d1e7eaf6-f7f1-4d04-ab02-cbe3ef2b9a72", | ||
82 | "name": "Data assimilation", | 100 | "name": "Data assimilation", | ||
83 | "state": "active", | 101 | "state": "active", | ||
84 | "vocabulary_id": null | 102 | "vocabulary_id": null | ||
85 | }, | 103 | }, | ||
86 | { | 104 | { | ||
87 | "display_name": "Hydrometeorology", | 105 | "display_name": "Hydrometeorology", | ||
88 | "id": "030b8abc-f9f1-4319-abd5-62fa7905593a", | 106 | "id": "030b8abc-f9f1-4319-abd5-62fa7905593a", | ||
89 | "name": "Hydrometeorology", | 107 | "name": "Hydrometeorology", | ||
90 | "state": "active", | 108 | "state": "active", | ||
91 | "vocabulary_id": null | 109 | "vocabulary_id": null | ||
92 | }, | 110 | }, | ||
93 | { | 111 | { | ||
94 | "display_name": "Rio So Francisco", | 112 | "display_name": "Rio So Francisco", | ||
95 | "id": "4b205add-f8ee-4719-9374-09420502ee4b", | 113 | "id": "4b205add-f8ee-4719-9374-09420502ee4b", | ||
96 | "name": "Rio So Francisco", | 114 | "name": "Rio So Francisco", | ||
97 | "state": "active", | 115 | "state": "active", | ||
98 | "vocabulary_id": null | 116 | "vocabulary_id": null | ||
99 | }, | 117 | }, | ||
100 | { | 118 | { | ||
101 | "display_name": "River basin management", | 119 | "display_name": "River basin management", | ||
102 | "id": "77c502ca-6616-4c9c-aa2e-a9d865870b2c", | 120 | "id": "77c502ca-6616-4c9c-aa2e-a9d865870b2c", | ||
103 | "name": "River basin management", | 121 | "name": "River basin management", | ||
104 | "state": "active", | 122 | "state": "active", | ||
105 | "vocabulary_id": null | 123 | "vocabulary_id": null | ||
106 | }, | 124 | }, | ||
107 | { | 125 | { | ||
108 | "display_name": "Seasonal runoff prediction", | 126 | "display_name": "Seasonal runoff prediction", | ||
109 | "id": "85522515-dd91-449b-abd9-2bafff6889ea", | 127 | "id": "85522515-dd91-449b-abd9-2bafff6889ea", | ||
110 | "name": "Seasonal runoff prediction", | 128 | "name": "Seasonal runoff prediction", | ||
111 | "state": "active", | 129 | "state": "active", | ||
112 | "vocabulary_id": null | 130 | "vocabulary_id": null | ||
113 | } | 131 | } | ||
114 | ], | 132 | ], | ||
115 | "title": "Ensemble kalman-filter-based seasonal runoff predictions | 133 | "title": "Ensemble kalman-filter-based seasonal runoff predictions | ||
116 | for the rio s\u00e3o francisco river basin", | 134 | for the rio s\u00e3o francisco river basin", | ||
117 | "type": "vdataset", | 135 | "type": "vdataset", | ||
118 | "url": "https://doi.org/10.35097/600" | 136 | "url": "https://doi.org/10.35097/600" | ||
119 | } | 137 | } |