Changes

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "access_rights": "",
2
  "access_rights": "",
            
3
  "alternate_identifier": "https://doi.org/10.54677/VGVL7976",
3
  "alternate_identifier": "https://doi.org/10.54677/VGVL7976",
            
4
  "author": "Koen Verbist",
4
  "author": "Koen Verbist",
            
5
  "author_email": "k.verbist@unesco.org",
5
  "author_email": "k.verbist@unesco.org",
            
6
  "author_uri": "",
6
  "author_uri": "",
            
7
  "conforms_to": [],
7
  "conforms_to": [],
            
8
  "contact_email": "K.verbist@unesco.org",
8
  "contact_email": "K.verbist@unesco.org",
            
9
  "contact_name": "Koen Verbist",
9
  "contact_name": "Koen Verbist",
            
10
  "contact_uri": "",
10
  "contact_uri": "",
            
11
  "created": "2025-04-11",
11
  "created": "2025-04-11",
            
12
  "creator_user_id": "8ad64841-340c-49dc-8716-c6b61ea4b111",
12
  "creator_user_id": "8ad64841-340c-49dc-8716-c6b61ea4b111",
            
13
  "dataset_scope": "spatial_dataset",
13
  "dataset_scope": "spatial_dataset",
            
14
  "dcat_type": 
14
  "dcat_type": 
            
15
"http://inspire.ec.europa.eu/metadata-codelist/ResourceType/dataset",
15
"http://inspire.ec.europa.eu/metadata-codelist/ResourceType/dataset",
            
16
  "doi": "10.63253/abmwhekm",
16
  "doi": "10.63253/abmwhekm",
            
17
  "doi_date_published": "2025-04-11",
17
  "doi_date_published": "2025-04-11",
            
18
  "doi_publisher": "UNESCO",
18
  "doi_publisher": "UNESCO",
            
19
  "doi_status": true,
19
  "doi_status": true,
            
20
  "domain": "https://ihp-wins.unesco.org",
20
  "domain": "https://ihp-wins.unesco.org",
            
21
  "form_mode": "advanced",
21
  "form_mode": "advanced",
            
22
  "frequency": "",
22
  "frequency": "",
            
23
  "graphic_overview": "",
23
  "graphic_overview": "",
            
24
  "groups": [],
24
  "groups": [],
            
25
  "groups__0__id": "",
25
  "groups__0__id": "",
            
26
  "groups__1__id": "",
26
  "groups__1__id": "",
            
27
  "hvd_category": "",
27
  "hvd_category": "",
            
28
  "id": "ae88f7cd-f571-4454-ad2f-3b7f046f1522",
28
  "id": "ae88f7cd-f571-4454-ad2f-3b7f046f1522",
            
29
  "identifier": "Applications-of-AI-for-water-management",
29
  "identifier": "Applications-of-AI-for-water-management",
            
30
  "inspire_id": "",
30
  "inspire_id": "",
            
31
  "isopen": false,
31
  "isopen": false,
            
32
  "language": 
32
  "language": 
            
33
"http://publications.europa.eu/resource/authority/language/ENG",
33
"http://publications.europa.eu/resource/authority/language/ENG",
            
34
  "license_id": "cc-nc",
34
  "license_id": "cc-nc",
            
35
  "license_title": "Creative Commons Non-Commercial (Any)",
35
  "license_title": "Creative Commons Non-Commercial (Any)",
            
36
  "license_url": "http://creativecommons.org/licenses/by-nc/2.0/",
36
  "license_url": "http://creativecommons.org/licenses/by-nc/2.0/",
            
37
  "lineage_process_steps": [],
37
  "lineage_process_steps": [],
            
38
  "lineage_source": [],
38
  "lineage_source": [],
            
39
  "maintainer": "Koen Verbist",
39
  "maintainer": "Koen Verbist",
            
40
  "maintainer_email": "k.verbist@unesco.org",
40
  "maintainer_email": "k.verbist@unesco.org",
            
41
  "maintainer_uri": "",
41
  "maintainer_uri": "",
            
42
  "maintainer_url": "",
42
  "maintainer_url": "",
            
43
  "metadata_created": "2025-04-11T10:09:19.008350",
43
  "metadata_created": "2025-04-11T10:09:19.008350",
            
n
44
  "metadata_modified": "2025-04-11T10:20:04.482042",
n
44
  "metadata_modified": "2025-04-11T14:41:23.076862",
            
45
  "metadata_profile": [],
45
  "metadata_profile": [],
            
46
  "modified": "2025-04-11",
46
  "modified": "2025-04-11",
            
47
  "name": "applications-of-ai-for-water-management",
47
  "name": "applications-of-ai-for-water-management",
            
48
  "notes": "This publication reviews the current state-of-the-art of 
48
  "notes": "This publication reviews the current state-of-the-art of 
            
49
AI and Machine Learning (ML) applications  within  water  management,  
49
AI and Machine Learning (ML) applications  within  water  management,  
            
50
introducing  some  of  the  main  concepts  and  providing  the  
50
introducing  some  of  the  main  concepts  and  providing  the  
            
51
reader  with  a  general  understanding  of  different  technologies  
51
reader  with  a  general  understanding  of  different  technologies  
            
52
and concepts. Further, it features examples of the most influential 
52
and concepts. Further, it features examples of the most influential 
            
53
applications of AI within water management and highlights the ethical 
53
applications of AI within water management and highlights the ethical 
            
54
challenges when streamlining AI for water resources management.",
54
challenges when streamlining AI for water resources management.",
            
55
  "notes_translated": {
55
  "notes_translated": {
            
56
    "en": "This publication reviews the current state-of-the-art of AI 
56
    "en": "This publication reviews the current state-of-the-art of AI 
            
57
and Machine Learning (ML) applications  within  water  management,  
57
and Machine Learning (ML) applications  within  water  management,  
            
58
introducing  some  of  the  main  concepts  and  providing  the  
58
introducing  some  of  the  main  concepts  and  providing  the  
            
59
reader  with  a  general  understanding  of  different  technologies  
59
reader  with  a  general  understanding  of  different  technologies  
            
60
and concepts. Further, it features examples of the most influential 
60
and concepts. Further, it features examples of the most influential 
            
61
applications of AI within water management and highlights the ethical 
61
applications of AI within water management and highlights the ethical 
            
62
challenges when streamlining AI for water resources management.",
62
challenges when streamlining AI for water resources management.",
            
63
    "es": "",
63
    "es": "",
            
64
    "fr": ""
64
    "fr": ""
            
65
  },
65
  },
            
66
  "num_resources": 1,
66
  "num_resources": 1,
            
n
67
  "num_tags": 2,
n
67
  "num_tags": 3,
            
68
  "organization": {
68
  "organization": {
            
69
    "approval_status": "approved",
69
    "approval_status": "approved",
            
70
    "created": "2023-09-30T19:14:02.098737",
70
    "created": "2023-09-30T19:14:02.098737",
            
71
    "description": "The UNESCO Intergovernmental Hydrological 
71
    "description": "The UNESCO Intergovernmental Hydrological 
            
72
Programme (IHP), founded in 1975 following the International 
72
Programme (IHP), founded in 1975 following the International 
            
73
Hydrological Decade (1965-1974), is the only intergovernmental 
73
Hydrological Decade (1965-1974), is the only intergovernmental 
            
74
cooperation programme of the UN system dedicated to water research and 
74
cooperation programme of the UN system dedicated to water research and 
            
75
management, and related education and capacity development. It 
75
management, and related education and capacity development. It 
            
76
addresses national, regional, and global water challenges, by 
76
addresses national, regional, and global water challenges, by 
            
77
supporting the development of sustainable and resilient societies. 
77
supporting the development of sustainable and resilient societies. 
            
78
Expanding a holistic understanding of water, improving technical 
78
Expanding a holistic understanding of water, improving technical 
            
79
capabilities, and enhancing human and institutional capacities are 
79
capabilities, and enhancing human and institutional capacities are 
            
80
IHP\u2019s main tools. IHP\u2019s work supports sound, evidence-based 
80
IHP\u2019s main tools. IHP\u2019s work supports sound, evidence-based 
            
81
water governance and decision-making drawing on transdisciplinary 
81
water governance and decision-making drawing on transdisciplinary 
            
82
science and technology other knowledge systems.",
82
science and technology other knowledge systems.",
            
83
    "id": "dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
83
    "id": "dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
            
84
    "image_url": 
84
    "image_url": 
            
85
"2023-09-30-191429.291505combinedunescoIHPblueeng.png",
85
"2023-09-30-191429.291505combinedunescoIHPblueeng.png",
            
86
    "is_organization": true,
86
    "is_organization": true,
            
87
    "name": "intergovernmental-hydrological-programme",
87
    "name": "intergovernmental-hydrological-programme",
            
88
    "state": "active",
88
    "state": "active",
            
89
    "title": "Intergovernmental Hydrological Programme",
89
    "title": "Intergovernmental Hydrological Programme",
            
90
    "type": "organization"
90
    "type": "organization"
            
91
  },
91
  },
            
92
  "owner_org": "dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
92
  "owner_org": "dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
            
93
  "private": false,
93
  "private": false,
            
94
  "provenance": {
94
  "provenance": {
            
95
    "en": "",
95
    "en": "",
            
96
    "es": "",
96
    "es": "",
            
97
    "fr": ""
97
    "fr": ""
            
98
  },
98
  },
            
99
  "publisher_email": "k.verbist@unesco.org",
99
  "publisher_email": "k.verbist@unesco.org",
            
100
  "publisher_identifier": "",
100
  "publisher_identifier": "",
            
101
  "publisher_name": "Koen Verbist",
101
  "publisher_name": "Koen Verbist",
            
102
  "publisher_type": "",
102
  "publisher_type": "",
            
103
  "publisher_uri": 
103
  "publisher_uri": 
            
104
hp-wins.unesco.org/organization/dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
104
hp-wins.unesco.org/organization/dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
            
105
  "publisher_url": "",
105
  "publisher_url": "",
            
106
  "purpose": {
106
  "purpose": {
            
107
    "en": "",
107
    "en": "",
            
108
    "es": "",
108
    "es": "",
            
109
    "fr": ""
109
    "fr": ""
            
110
  },
110
  },
            
111
  "reference": [],
111
  "reference": [],
            
112
  "reference_system": "",
112
  "reference_system": "",
            
113
  "relationships_as_object": [],
113
  "relationships_as_object": [],
            
114
  "relationships_as_subject": [],
114
  "relationships_as_subject": [],
            
115
  "representation_type": 
115
  "representation_type": 
            
116
pire.ec.europa.eu/metadata-codelist/SpatialRepresentationType/vector",
116
pire.ec.europa.eu/metadata-codelist/SpatialRepresentationType/vector",
            
117
  "resources": [
117
  "resources": [
            
118
    {
118
    {
            
119
      "availability": "",
119
      "availability": "",
            
120
      "cache_last_updated": null,
120
      "cache_last_updated": null,
            
121
      "cache_url": null,
121
      "cache_url": null,
            
122
      "created": "2025-04-11T00:00:00",
122
      "created": "2025-04-11T00:00:00",
            
123
      "datastore_active": false,
123
      "datastore_active": false,
            
124
      "description": "This publication reviews the current 
124
      "description": "This publication reviews the current 
            
125
state-of-the-art of AI and Machine Learning (ML) applications within 
125
state-of-the-art of AI and Machine Learning (ML) applications within 
            
126
water management, introducing some of the main concepts and providing 
126
water management, introducing some of the main concepts and providing 
            
127
the reader with a general understanding of different technologies and 
127
the reader with a general understanding of different technologies and 
            
128
concepts. Further, it features examples of the most influential 
128
concepts. Further, it features examples of the most influential 
            
129
applications of AI within water management and highlights the ethical 
129
applications of AI within water management and highlights the ethical 
            
130
challenges when streamlining AI for water resources management.",
130
challenges when streamlining AI for water resources management.",
            
131
      "encoding": "",
131
      "encoding": "",
            
132
      "format": "PDF",
132
      "format": "PDF",
            
133
      "hash": "",
133
      "hash": "",
            
134
      "id": "f4eb99d1-6c18-412b-9cc3-886382b2d394",
134
      "id": "f4eb99d1-6c18-412b-9cc3-886382b2d394",
            
135
      "last_modified": "2025-04-11T10:20:04.438810",
135
      "last_modified": "2025-04-11T10:20:04.438810",
            
n
136
      "metadata_modified": "2025-04-11T10:20:04.501840",
n
136
      "metadata_modified": "2025-04-11T14:41:23.085025",
            
137
      "mimetype": "",
137
      "mimetype": "",
            
138
      "mimetype_inner": null,
138
      "mimetype_inner": null,
            
139
      "modified": "2025-04-11",
139
      "modified": "2025-04-11",
            
140
      "name": "AI Applications for Water Resources",
140
      "name": "AI Applications for Water Resources",
            
141
      "package_id": "ae88f7cd-f571-4454-ad2f-3b7f046f1522",
141
      "package_id": "ae88f7cd-f571-4454-ad2f-3b7f046f1522",
            
142
      "position": 0,
142
      "position": 0,
            
143
      "resource_type": null,
143
      "resource_type": null,
            
144
      "size": null,
144
      "size": null,
            
145
      "state": "active",
145
      "state": "active",
            
146
      "status": "",
146
      "status": "",
            
147
      "url": 
147
      "url": 
            
148
9cc3-886382b2d394/download/ai-for-water-management_final_unesdoc.pdf",
148
9cc3-886382b2d394/download/ai-for-water-management_final_unesdoc.pdf",
            
149
      "url_type": "upload"
149
      "url_type": "upload"
            
150
    }
150
    }
            
151
  ],
151
  ],
            
152
  "schemingdcat_xls_metadata_template": false,
152
  "schemingdcat_xls_metadata_template": false,
            
153
  "source": "",
153
  "source": "",
            
154
  "spatial_resolution_in_meters": "",
154
  "spatial_resolution_in_meters": "",
            
155
  "state": "active",
155
  "state": "active",
            
156
  "tag_uri": [],
156
  "tag_uri": [],
            
157
  "tags": [
157
  "tags": [
            
158
    {
158
    {
            
159
      "display_name": "AI",
159
      "display_name": "AI",
            
160
      "id": "3a08be79-4954-4629-a69b-6088a6dbbe2a",
160
      "id": "3a08be79-4954-4629-a69b-6088a6dbbe2a",
            
161
      "name": "AI",
161
      "name": "AI",
            
t
t
162
      "state": "active",
            
163
      "vocabulary_id": null
            
164
    },
            
165
    {
            
166
      "display_name": "UNESDOC",
            
167
      "id": "ebbb7e83-6cbb-4302-a6ca-b964e7758143",
            
168
      "name": "UNESDOC",
            
162
      "state": "active",
169
      "state": "active",
            
163
      "vocabulary_id": null
170
      "vocabulary_id": null
            
164
    },
171
    },
            
165
    {
172
    {
            
166
      "display_name": "featured",
173
      "display_name": "featured",
            
167
      "id": "1e1cbafe-22eb-4063-b36e-f6bdb4871396",
174
      "id": "1e1cbafe-22eb-4063-b36e-f6bdb4871396",
            
168
      "name": "featured",
175
      "name": "featured",
            
169
      "state": "active",
176
      "state": "active",
            
170
      "vocabulary_id": null
177
      "vocabulary_id": null
            
171
    }
178
    }
            
172
  ],
179
  ],
            
173
  "theme": [
180
  "theme": [
            
174
    "http://inspire.ec.europa.eu/theme/hy"
181
    "http://inspire.ec.europa.eu/theme/hy"
            
175
  ],
182
  ],
            
176
  "theme_eu": [
183
  "theme_eu": [
            
177
    "http://publications.europa.eu/resource/authority/data-theme/ENVI"
184
    "http://publications.europa.eu/resource/authority/data-theme/ENVI"
            
178
  ],
185
  ],
            
179
  "title": "Applications of AI for water management",
186
  "title": "Applications of AI for water management",
            
180
  "title_translated": {
187
  "title_translated": {
            
181
    "en": "Applications of AI for water management",
188
    "en": "Applications of AI for water management",
            
182
    "es": "",
189
    "es": "",
            
183
    "fr": ""
190
    "fr": ""
            
184
  },
191
  },
            
185
  "topic": 
192
  "topic": 
            
186
p://inspire.ec.europa.eu/metadata-codelist/TopicCategory/environment",
193
p://inspire.ec.europa.eu/metadata-codelist/TopicCategory/environment",
            
187
  "type": "dataset",
194
  "type": "dataset",
            
188
  "unesdocimage": 
195
  "unesdocimage": 
            
189
ysicalDocument&mat=BKS&ct=true&size=256&isPhysical=1&siteId=mainSite",
196
ysicalDocument&mat=BKS&ct=true&size=256&isPhysical=1&siteId=mainSite",
            
190
  "unesdocurl": 
197
  "unesdocurl": 
            
191
pf0000393243?posInSet=1&queryId=ef1e9d60-34ba-489c-9114-e3aa5b79deba",
198
pf0000393243?posInSet=1&queryId=ef1e9d60-34ba-489c-9114-e3aa5b79deba",
            
192
  "url": null,
199
  "url": null,
            
193
  "version": "",
200
  "version": "",
            
194
  "version_notes": {
201
  "version_notes": {
            
195
    "en": "",
202
    "en": "",
            
196
    "es": "",
203
    "es": "",
            
197
    "fr": ""
204
    "fr": ""
            
198
  }
205
  }
            
199
}
206
}