Aldaketak

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "agreement": "true",
2
  "agreement": "true",
            
3
  "alternative_identifier": "10.1016/j.ejrh.2020.100736",
3
  "alternative_identifier": "10.1016/j.ejrh.2020.100736",
            
4
  "author": null,
4
  "author": null,
            
5
  "author_email": null,
5
  "author_email": null,
            
6
  "authors": [
6
  "authors": [
            
7
    {
7
    {
            
8
      "author_department": "Centre for Water Resources Research 
8
      "author_department": "Centre for Water Resources Research 
            
9
(CWRR)",
9
(CWRR)",
            
10
      "author_email": "johnsonk1@ukzn.ac.za",
10
      "author_email": "johnsonk1@ukzn.ac.za",
            
11
      "author_name": "Katelyn A. ",
11
      "author_name": "Katelyn A. ",
            
12
      "author_organization": "University of KwaZulu-Natal",
12
      "author_organization": "University of KwaZulu-Natal",
            
13
      "author_surname": "Johnson"
13
      "author_surname": "Johnson"
            
14
    }
14
    }
            
15
  ],
15
  ],
            
16
  "citation_title": "",
16
  "citation_title": "",
            
17
  "creator_user_id": "fa7af5b8-32a7-4df0-90a7-c49fbefb1fbd",
17
  "creator_user_id": "fa7af5b8-32a7-4df0-90a7-c49fbefb1fbd",
            
18
  "data_classification": "static",
18
  "data_classification": "static",
            
19
  "data_collection_organization": "Water Research Observatory",
19
  "data_collection_organization": "Water Research Observatory",
            
20
  "data_structure_category": "structured",
20
  "data_structure_category": "structured",
            
21
  "dataset_language": "English",
21
  "dataset_language": "English",
            
22
  "dataset_license_url": "",
22
  "dataset_license_url": "",
            
23
  "did_author_or_contact_organization_collect_the_data": "false",
23
  "did_author_or_contact_organization_collect_the_data": "false",
            
24
  "email": "vanderLaanM@arc.agric.za",
24
  "email": "vanderLaanM@arc.agric.za",
            
25
  "groups": [],
25
  "groups": [],
            
26
  "id": "85bf76a1-578c-415d-a04c-a675d65aeb8a",
26
  "id": "85bf76a1-578c-415d-a04c-a675d65aeb8a",
            
27
  "isopen": false,
27
  "isopen": false,
            
28
  "keywords": "Extreme rainfall, Probable maximum precipitation, South 
28
  "keywords": "Extreme rainfall, Probable maximum precipitation, South 
            
29
Africa, Storm maximisation",
29
Africa, Storm maximisation",
            
30
  "license": "Open (Creative Commons)",
30
  "license": "Open (Creative Commons)",
            
31
  "license_id": null,
31
  "license_id": null,
            
32
  "license_title": null,
32
  "license_title": null,
            
33
  "maintainer": null,
33
  "maintainer": null,
            
34
  "maintainer_email": null,
34
  "maintainer_email": null,
            
35
  "metadata_created": "2025-10-22T11:55:58.360726",
35
  "metadata_created": "2025-10-22T11:55:58.360726",
            
n
36
  "metadata_modified": "2026-05-16T15:00:30.952234",
n
36
  "metadata_modified": "2026-05-21T07:22:15.543908",
            
37
  "name": 
37
  "name": 
            
38
e-estimation-of-1-day-probable-maximum-precipitation-in-south-africa",
38
e-estimation-of-1-day-probable-maximum-precipitation-in-south-africa",
            
39
  "notes": "This study presents updated and modernised 1-day probable 
39
  "notes": "This study presents updated and modernised 1-day probable 
            
40
maximum precipitation (PMP) estimates for South Africa using extended 
40
maximum precipitation (PMP) estimates for South Africa using extended 
            
41
rainfall records and a storm maximisation and transposition approach. 
41
rainfall records and a storm maximisation and transposition approach. 
            
42
The new estimates are generally larger than previous ones, 
42
The new estimates are generally larger than previous ones, 
            
43
highlighting the need for continual revision as new extreme rainfall 
43
highlighting the need for continual revision as new extreme rainfall 
            
44
events occur. The PMP is critical for the design and risk management 
44
events occur. The PMP is critical for the design and risk management 
            
45
of high-hazard hydraulic structures.",
45
of high-hazard hydraulic structures.",
            
46
  "num_resources": 4,
46
  "num_resources": 4,
            
47
  "num_tags": 0,
47
  "num_tags": 0,
            
48
  "organization": {
48
  "organization": {
            
49
    "approval_status": "approved",
49
    "approval_status": "approved",
            
50
    "created": "2025-11-17T16:05:06.947770",
50
    "created": "2025-11-17T16:05:06.947770",
            
51
    "description": "Boasting multiple campuses, UKZN is a residential, 
51
    "description": "Boasting multiple campuses, UKZN is a residential, 
            
52
teaching and research-led university located in the picturesque 
52
teaching and research-led university located in the picturesque 
            
53
province of KwaZulu-Natal. The University has a proud and rich 
53
province of KwaZulu-Natal. The University has a proud and rich 
            
54
heritage of academic excellence. The year 2010 marked the centenary of 
54
heritage of academic excellence. The year 2010 marked the centenary of 
            
55
higher education in the province of KwaZulu-Natal a centenary of 
55
higher education in the province of KwaZulu-Natal a centenary of 
            
56
scholarship, innovation and community engagement. This vast wealth of 
56
scholarship, innovation and community engagement. This vast wealth of 
            
57
knowledge production lies at the heart of the University's success as 
57
knowledge production lies at the heart of the University's success as 
            
58
one of the top institutions on the African continent.\r\n\r\n",
58
one of the top institutions on the African continent.\r\n\r\n",
            
59
    "id": "00107d27-dc1e-4685-bad8-140a8904cf67",
59
    "id": "00107d27-dc1e-4685-bad8-140a8904cf67",
            
60
    "image_url": "2025-11-17-160506.93468720220527UKZNlogo.JPG",
60
    "image_url": "2025-11-17-160506.93468720220527UKZNlogo.JPG",
            
61
    "is_organization": true,
61
    "is_organization": true,
            
62
    "name": "university-of-kwazulu-natal",
62
    "name": "university-of-kwazulu-natal",
            
63
    "state": "active",
63
    "state": "active",
            
64
    "title": "University of KwaZulu-Natal",
64
    "title": "University of KwaZulu-Natal",
            
65
    "type": "organization"
65
    "type": "organization"
            
66
  },
66
  },
            
67
  "owner_org": "00107d27-dc1e-4685-bad8-140a8904cf67",
67
  "owner_org": "00107d27-dc1e-4685-bad8-140a8904cf67",
            
68
  "private": false,
68
  "private": false,
            
69
  "publication_date": "2020-12-31",
69
  "publication_date": "2020-12-31",
            
70
  "publisher": "Water Research Commission",
70
  "publisher": "Water Research Commission",
            
71
  "relationships_as_object": [],
71
  "relationships_as_object": [],
            
72
  "relationships_as_subject": [],
72
  "relationships_as_subject": [],
            
73
  "resources": [
73
  "resources": [
            
74
    {
74
    {
            
75
      "cache_last_updated": null,
75
      "cache_last_updated": null,
            
76
      "cache_url": null,
76
      "cache_url": null,
            
77
      "created": "2025-10-22T12:01:44.038842",
77
      "created": "2025-10-22T12:01:44.038842",
            
78
      "description": null,
78
      "description": null,
            
79
      "download_count": 22,
79
      "download_count": 22,
            
80
      "format": "pdf",
80
      "format": "pdf",
            
81
      "hash": "",
81
      "hash": "",
            
82
      "id": "62c1dee8-6035-467a-9058-8506ecb7df4c",
82
      "id": "62c1dee8-6035-467a-9058-8506ecb7df4c",
            
83
      "is_data_supplementary": "False",
83
      "is_data_supplementary": "False",
            
84
      "last_modified": "2025-10-22T12:01:44.019455",
84
      "last_modified": "2025-10-22T12:01:44.019455",
            
85
      "metadata_modified": "2026-05-13T11:35:36.485116",
85
      "metadata_modified": "2026-05-13T11:35:36.485116",
            
86
      "mimetype": "application/pdf",
86
      "mimetype": "application/pdf",
            
87
      "mimetype_inner": null,
87
      "mimetype_inner": null,
            
88
      "name": "Johnson_and_Smithers_2020-7138.pdf",
88
      "name": "Johnson_and_Smithers_2020-7138.pdf",
            
89
      "package_id": "85bf76a1-578c-415d-a04c-a675d65aeb8a",
89
      "package_id": "85bf76a1-578c-415d-a04c-a675d65aeb8a",
            
90
      "position": 0,
90
      "position": 0,
            
91
      "resource_type": null,
91
      "resource_type": null,
            
92
      "size": 9041829,
92
      "size": 9041829,
            
93
      "state": "active",
93
      "state": "active",
            
94
      "url": 
94
      "url": 
            
95
5-467a-9058-8506ecb7df4c/download/johnson_and_smithers_2020-7138.pdf",
95
5-467a-9058-8506ecb7df4c/download/johnson_and_smithers_2020-7138.pdf",
            
96
      "url_type": "upload",
96
      "url_type": "upload",
            
97
      "zipped_file": "False"
97
      "zipped_file": "False"
            
98
    },
98
    },
            
99
    {
99
    {
            
100
      "cache_last_updated": null,
100
      "cache_last_updated": null,
            
101
      "cache_url": null,
101
      "cache_url": null,
            
102
      "created": "2025-10-22T12:01:44.355677",
102
      "created": "2025-10-22T12:01:44.355677",
            
103
      "description": null,
103
      "description": null,
            
104
      "download_count": 16,
104
      "download_count": 16,
            
105
      "format": "pdf",
105
      "format": "pdf",
            
106
      "hash": "",
106
      "hash": "",
            
107
      "id": "0a5ac46e-11d1-423d-9f30-8102d12f7e43",
107
      "id": "0a5ac46e-11d1-423d-9f30-8102d12f7e43",
            
108
      "is_data_supplementary": "False",
108
      "is_data_supplementary": "False",
            
109
      "last_modified": "2025-10-22T12:01:44.313428",
109
      "last_modified": "2025-10-22T12:01:44.313428",
            
110
      "metadata_modified": "2026-05-12T20:03:31.927887",
110
      "metadata_modified": "2026-05-12T20:03:31.927887",
            
111
      "mimetype": "application/pdf",
111
      "mimetype": "application/pdf",
            
112
      "mimetype_inner": null,
112
      "mimetype_inner": null,
            
113
      "name": 
113
      "name": 
            
114
"WRC_Project_C2022_2023_00773_PMP_Workshop_25_May_2023-50ae.pdf",
114
"WRC_Project_C2022_2023_00773_PMP_Workshop_25_May_2023-50ae.pdf",
            
115
      "package_id": "85bf76a1-578c-415d-a04c-a675d65aeb8a",
115
      "package_id": "85bf76a1-578c-415d-a04c-a675d65aeb8a",
            
116
      "position": 1,
116
      "position": 1,
            
117
      "resource_type": null,
117
      "resource_type": null,
            
118
      "size": 6374976,
118
      "size": 6374976,
            
119
      "state": "active",
119
      "state": "active",
            
120
      "url": 
120
      "url": 
            
121
nload/wrc_project_c2022_2023_00773_pmp_workshop_25_may_2023-50ae.pdf",
121
nload/wrc_project_c2022_2023_00773_pmp_workshop_25_may_2023-50ae.pdf",
            
122
      "url_type": "upload",
122
      "url_type": "upload",
            
123
      "zipped_file": "False"
123
      "zipped_file": "False"
            
124
    },
124
    },
            
125
    {
125
    {
            
126
      "cache_last_updated": null,
126
      "cache_last_updated": null,
            
127
      "cache_url": null,
127
      "cache_url": null,
            
128
      "created": "2025-10-22T12:01:44.637037",
128
      "created": "2025-10-22T12:01:44.637037",
            
129
      "description": null,
129
      "description": null,
            
130
      "download_count": 16,
130
      "download_count": 16,
            
131
      "format": "pdf",
131
      "format": "pdf",
            
132
      "hash": "",
132
      "hash": "",
            
133
      "id": "59ba90b9-1b76-40a8-9be3-dd0d39b42dd8",
133
      "id": "59ba90b9-1b76-40a8-9be3-dd0d39b42dd8",
            
134
      "is_data_supplementary": "False",
134
      "is_data_supplementary": "False",
            
135
      "last_modified": "2025-10-22T12:01:44.608767",
135
      "last_modified": "2025-10-22T12:01:44.608767",
            
136
      "metadata_modified": "2026-05-08T07:35:44.553270",
136
      "metadata_modified": "2026-05-08T07:35:44.553270",
            
137
      "mimetype": "application/pdf",
137
      "mimetype": "application/pdf",
            
138
      "mimetype_inner": null,
138
      "mimetype_inner": null,
            
139
      "name": 
139
      "name": 
            
140
"WRC_Project_C2022_2023_00773_Booklet_May_2023-6fbc.pdf",
140
"WRC_Project_C2022_2023_00773_Booklet_May_2023-6fbc.pdf",
            
141
      "package_id": "85bf76a1-578c-415d-a04c-a675d65aeb8a",
141
      "package_id": "85bf76a1-578c-415d-a04c-a675d65aeb8a",
            
142
      "position": 2,
142
      "position": 2,
            
143
      "resource_type": null,
143
      "resource_type": null,
            
144
      "size": 2889694,
144
      "size": 2889694,
            
145
      "state": "active",
145
      "state": "active",
            
146
      "url": 
146
      "url": 
            
147
2dd8/download/wrc_project_c2022_2023_00773_booklet_may_2023-6fbc.pdf",
147
2dd8/download/wrc_project_c2022_2023_00773_booklet_may_2023-6fbc.pdf",
            
148
      "url_type": "upload",
148
      "url_type": "upload",
            
149
      "zipped_file": "False"
149
      "zipped_file": "False"
            
150
    },
150
    },
            
151
    {
151
    {
            
152
      "cache_last_updated": null,
152
      "cache_last_updated": null,
            
153
      "cache_url": null,
153
      "cache_url": null,
            
154
      "created": "2025-10-22T12:01:44.902807",
154
      "created": "2025-10-22T12:01:44.902807",
            
155
      "description": null,
155
      "description": null,
            
n
156
      "download_count": 29,
n
156
      "download_count": 30,
            
157
      "format": "csv",
157
      "format": "csv",
            
158
      "hash": "",
158
      "hash": "",
            
159
      "id": "de100974-ab8c-4788-aeb8-469e68c64a5e",
159
      "id": "de100974-ab8c-4788-aeb8-469e68c64a5e",
            
160
      "is_data_supplementary": "False",
160
      "is_data_supplementary": "False",
            
161
      "last_modified": "2025-10-22T12:01:44.859002",
161
      "last_modified": "2025-10-22T12:01:44.859002",
            
n
162
      "metadata_modified": "2026-05-16T15:00:30.961010",
n
162
      "metadata_modified": "2026-05-21T07:22:15.557336",
            
163
      "mimetype": "text/csv",
163
      "mimetype": "text/csv",
            
164
      "mimetype_inner": null,
164
      "mimetype_inner": null,
            
165
      "name": "PMP_gridded_database_WRC-a2fc.csv",
165
      "name": "PMP_gridded_database_WRC-a2fc.csv",
            
166
      "package_id": "85bf76a1-578c-415d-a04c-a675d65aeb8a",
166
      "package_id": "85bf76a1-578c-415d-a04c-a675d65aeb8a",
            
167
      "position": 3,
167
      "position": 3,
            
168
      "resource_type": null,
168
      "resource_type": null,
            
169
      "size": 791928,
169
      "size": 791928,
            
170
      "state": "active",
170
      "state": "active",
            
171
      "url": 
171
      "url": 
            
172
8c-4788-aeb8-469e68c64a5e/download/pmp_gridded_database_wrc-a2fc.csv",
172
8c-4788-aeb8-469e68c64a5e/download/pmp_gridded_database_wrc-a2fc.csv",
            
173
      "url_type": "upload",
173
      "url_type": "upload",
            
174
      "zipped_file": "False"
174
      "zipped_file": "False"
            
175
    }
175
    }
            
176
  ],
176
  ],
            
t
t
177
  "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[16.4699, 
            
178
-22.1265], [32.8931, -22.1265], [32.8931, -34.8212], [16.4699, 
            
179
-34.8212], [16.4699, -22.1265]]]}",
            
177
  "state": "active",
180
  "state": "active",
            
178
  "tags": [],
181
  "tags": [],
            
179
  "title": "Updating The Estimation Of 1 Day Probable Maximum 
182
  "title": "Updating The Estimation Of 1 Day Probable Maximum 
            
180
Precipitation In South Africa",
183
Precipitation In South Africa",
            
181
  "type": "dataset",
184
  "type": "dataset",
            
182
  "uploader_estimation_of_extent_of_processing": "access",
185
  "uploader_estimation_of_extent_of_processing": "access",
            
183
  "url": null,
186
  "url": null,
            
184
  "version": null,
187
  "version": null,
            
185
  "vertical_extent_datum": "masl",
188
  "vertical_extent_datum": "masl",
            
186
  "wrc_project_number": "",
189
  "wrc_project_number": "",
            
187
  "wro_theme": "hydrological_data_and_modelling"
190
  "wro_theme": "hydrological_data_and_modelling"
            
188
}
191
}