التغييرات

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "access_rights": "",
2
  "access_rights": "",
            
n
3
  "alternate_identifier": "",
n
3
  "alternate_identifier": "https://doi.org/10.54677/VGVL7976",
            
4
  "author": "ckan_admin",
4
  "author": "Koen Verbist",
            
5
  "author_email": "projas@cazalac.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",
            
n
21
  "form_mode": "basic",
n
21
  "form_mode": "advanced",
            
22
  "frequency": "",
22
  "frequency": "",
            
23
  "graphic_overview": "",
23
  "graphic_overview": "",
            
n
24
  "groups": [
n
24
  "groups": [],
            
25
    {

            
26
      "description": "The Hydro-Resilience project aims to improve the 

            
27
ability to forecast hydro-climatic extremes, such as droughts and 

            
28
floods, and to develop, test and evaluate the use of citizen and open 

            
29
science methodologies to build water resilience against climate change 

            
30
and improve water management in pilot countries of Sub-Saharan Africa 

            
31
and Latin America.\r\n\r\nIn particular, it aims to\r\n\u2022 Enhance 

            
32
capabilities on hydro-climate vulnerability and water resilience 

            
33
management\r\n\u2022 Promote knowledge generation and validation 

            
34
through citizen and open science\r\n\u2022 Support the implementation 

            
35
of bottom-up approaches to climate change adaptation using Climate 

            
36
Risk Informed Decision Analysis (CRIDA)\r\n\u2022 Supporting 

            
37
hydro-climatic risk management strategies and policies in pilot 

            
38
countries",

            
39
      "display_name": "Hydro-Resilience",

            
40
      "id": "c893ba99-8118-45a9-a825-6da3deab1cb2",

            
41
      "image_display_url": 

            
42
hp-wins.unesco.org/uploads/group/2023-10-08-193122.075605WEBRGB2.jpg",

            
43
      "name": "hydroresilience",

            
44
      "title": "Hydro-Resilience"

            
45
    }

            
46
  ],

            
47
  "groups__0__id": "",
25
  "groups__0__id": "",
            
48
  "groups__1__id": "",
26
  "groups__1__id": "",
            
49
  "hvd_category": "",
27
  "hvd_category": "",
            
50
  "id": "ae88f7cd-f571-4454-ad2f-3b7f046f1522",
28
  "id": "ae88f7cd-f571-4454-ad2f-3b7f046f1522",
            
51
  "identifier": "Applications-of-AI-for-water-management",
29
  "identifier": "Applications-of-AI-for-water-management",
            
52
  "inspire_id": "",
30
  "inspire_id": "",
            
n
53
  "isopen": true,
n
31
  "isopen": false,
            
54
  "language": 
32
  "language": 
            
55
"http://publications.europa.eu/resource/authority/language/ENG",
33
"http://publications.europa.eu/resource/authority/language/ENG",
            
n
56
  "license_id": "cc-by-sa",
n
34
  "license_id": "cc-nc",
            
57
  "license_title": "Creative Commons Attribution Share-Alike",
35
  "license_title": "Creative Commons Non-Commercial (Any)",
            
58
  "license_url": "http://www.opendefinition.org/licenses/cc-by-sa",
36
  "license_url": "http://creativecommons.org/licenses/by-nc/2.0/",
            
59
  "lineage_process_steps": [],
37
  "lineage_process_steps": [],
            
60
  "lineage_source": [],
38
  "lineage_source": [],
            
n
61
  "maintainer": "ckan_admin",
n
39
  "maintainer": "Koen Verbist",
            
62
  "maintainer_email": "projas@cazalac.org",
40
  "maintainer_email": "k.verbist@unesco.org",
            
63
  "maintainer_uri": "",
41
  "maintainer_uri": "",
            
64
  "maintainer_url": "",
42
  "maintainer_url": "",
            
65
  "metadata_created": "2025-04-11T10:09:19.008350",
43
  "metadata_created": "2025-04-11T10:09:19.008350",
            
n
66
  "metadata_modified": "2025-04-11T10:10:12.328568",
n
44
  "metadata_modified": "2025-04-11T10:13:00.208655",
            
67
  "metadata_profile": [],
45
  "metadata_profile": [],
            
68
  "modified": "2025-04-11",
46
  "modified": "2025-04-11",
            
69
  "name": "applications-of-ai-for-water-management",
47
  "name": "applications-of-ai-for-water-management",
            
70
  "notes": "This publication reviews the current state-of-the-art of 
48
  "notes": "This publication reviews the current state-of-the-art of 
            
71
AI and Machine Learning (ML) applications  within  water  management,  
49
AI and Machine Learning (ML) applications  within  water  management,  
            
72
introducing  some  of  the  main  concepts  and  providing  the  
50
introducing  some  of  the  main  concepts  and  providing  the  
            
73
reader  with  a  general  understanding  of  different  technologies  
51
reader  with  a  general  understanding  of  different  technologies  
            
74
and concepts. Further, it features examples of the most influential 
52
and concepts. Further, it features examples of the most influential 
            
75
applications of AI within water management and highlights the ethical 
53
applications of AI within water management and highlights the ethical 
            
76
challenges when streamlining AI for water resources management.",
54
challenges when streamlining AI for water resources management.",
            
77
  "notes_translated": {
55
  "notes_translated": {
            
78
    "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 
            
79
and Machine Learning (ML) applications  within  water  management,  
57
and Machine Learning (ML) applications  within  water  management,  
            
80
introducing  some  of  the  main  concepts  and  providing  the  
58
introducing  some  of  the  main  concepts  and  providing  the  
            
81
reader  with  a  general  understanding  of  different  technologies  
59
reader  with  a  general  understanding  of  different  technologies  
            
82
and concepts. Further, it features examples of the most influential 
60
and concepts. Further, it features examples of the most influential 
            
83
applications of AI within water management and highlights the ethical 
61
applications of AI within water management and highlights the ethical 
            
84
challenges when streamlining AI for water resources management.",
62
challenges when streamlining AI for water resources management.",
            
85
    "es": "",
63
    "es": "",
            
86
    "fr": ""
64
    "fr": ""
            
87
  },
65
  },
            
88
  "num_resources": 1,
66
  "num_resources": 1,
            
89
  "num_tags": 1,
67
  "num_tags": 1,
            
90
  "organization": {
68
  "organization": {
            
91
    "approval_status": "approved",
69
    "approval_status": "approved",
            
92
    "created": "2023-09-30T19:14:02.098737",
70
    "created": "2023-09-30T19:14:02.098737",
            
93
    "description": "The UNESCO Intergovernmental Hydrological 
71
    "description": "The UNESCO Intergovernmental Hydrological 
            
94
Programme (IHP), founded in 1975 following the International 
72
Programme (IHP), founded in 1975 following the International 
            
95
Hydrological Decade (1965-1974), is the only intergovernmental 
73
Hydrological Decade (1965-1974), is the only intergovernmental 
            
96
cooperation programme of the UN system dedicated to water research and 
74
cooperation programme of the UN system dedicated to water research and 
            
97
management, and related education and capacity development. It 
75
management, and related education and capacity development. It 
            
98
addresses national, regional, and global water challenges, by 
76
addresses national, regional, and global water challenges, by 
            
99
supporting the development of sustainable and resilient societies. 
77
supporting the development of sustainable and resilient societies. 
            
100
Expanding a holistic understanding of water, improving technical 
78
Expanding a holistic understanding of water, improving technical 
            
101
capabilities, and enhancing human and institutional capacities are 
79
capabilities, and enhancing human and institutional capacities are 
            
102
IHP\u2019s main tools. IHP\u2019s work supports sound, evidence-based 
80
IHP\u2019s main tools. IHP\u2019s work supports sound, evidence-based 
            
103
water governance and decision-making drawing on transdisciplinary 
81
water governance and decision-making drawing on transdisciplinary 
            
104
science and technology other knowledge systems.",
82
science and technology other knowledge systems.",
            
105
    "id": "dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
83
    "id": "dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
            
106
    "image_url": 
84
    "image_url": 
            
107
"2023-09-30-191429.291505combinedunescoIHPblueeng.png",
85
"2023-09-30-191429.291505combinedunescoIHPblueeng.png",
            
108
    "is_organization": true,
86
    "is_organization": true,
            
109
    "name": "intergovernmental-hydrological-programme",
87
    "name": "intergovernmental-hydrological-programme",
            
110
    "state": "active",
88
    "state": "active",
            
111
    "title": "Intergovernmental Hydrological Programme",
89
    "title": "Intergovernmental Hydrological Programme",
            
112
    "type": "organization"
90
    "type": "organization"
            
113
  },
91
  },
            
114
  "owner_org": "dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
92
  "owner_org": "dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
            
115
  "private": false,
93
  "private": false,
            
116
  "provenance": {
94
  "provenance": {
            
117
    "en": "",
95
    "en": "",
            
118
    "es": "",
96
    "es": "",
            
119
    "fr": ""
97
    "fr": ""
            
120
  },
98
  },
            
n
121
  "publisher_email": "projas@cazalac.org",
n
99
  "publisher_email": "k.verbist@unesco.org",
            
122
  "publisher_identifier": "",
100
  "publisher_identifier": "",
            
n
123
  "publisher_name": "",
n
101
  "publisher_name": "Koen Verbist",
            
124
  "publisher_type": "",
102
  "publisher_type": "",
            
125
  "publisher_uri": 
103
  "publisher_uri": 
            
126
hp-wins.unesco.org/organization/dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
104
hp-wins.unesco.org/organization/dad0de3d-1482-4db5-a469-9a3b0bcdcf57",
            
127
  "publisher_url": "",
105
  "publisher_url": "",
            
128
  "purpose": {
106
  "purpose": {
            
129
    "en": "",
107
    "en": "",
            
130
    "es": "",
108
    "es": "",
            
131
    "fr": ""
109
    "fr": ""
            
132
  },
110
  },
            
133
  "reference": [],
111
  "reference": [],
            
134
  "reference_system": "",
112
  "reference_system": "",
            
135
  "relationships_as_object": [],
113
  "relationships_as_object": [],
            
136
  "relationships_as_subject": [],
114
  "relationships_as_subject": [],
            
137
  "representation_type": 
115
  "representation_type": 
            
138
pire.ec.europa.eu/metadata-codelist/SpatialRepresentationType/vector",
116
pire.ec.europa.eu/metadata-codelist/SpatialRepresentationType/vector",
            
139
  "resources": [
117
  "resources": [
            
140
    {
118
    {
            
141
      "availability": "",
119
      "availability": "",
            
142
      "cache_last_updated": null,
120
      "cache_last_updated": null,
            
143
      "cache_url": null,
121
      "cache_url": null,
            
144
      "created": "2025-04-11T00:00:00",
122
      "created": "2025-04-11T00:00:00",
            
145
      "datastore_active": false,
123
      "datastore_active": false,
            
146
      "description": "",
124
      "description": "",
            
147
      "encoding": "",
125
      "encoding": "",
            
148
      "format": "",
126
      "format": "",
            
149
      "hash": "",
127
      "hash": "",
            
150
      "id": "f4eb99d1-6c18-412b-9cc3-886382b2d394",
128
      "id": "f4eb99d1-6c18-412b-9cc3-886382b2d394",
            
151
      "last_modified": null,
129
      "last_modified": null,
            
n
152
      "metadata_modified": "2025-04-11T10:10:12.351767",
n
130
      "metadata_modified": "2025-04-11T10:13:00.274891",
            
153
      "mimetype": "",
131
      "mimetype": "",
            
154
      "mimetype_inner": null,
132
      "mimetype_inner": null,
            
155
      "modified": "2025-04-11",
133
      "modified": "2025-04-11",
            
156
      "name": "",
134
      "name": "",
            
157
      "package_id": "ae88f7cd-f571-4454-ad2f-3b7f046f1522",
135
      "package_id": "ae88f7cd-f571-4454-ad2f-3b7f046f1522",
            
158
      "position": 0,
136
      "position": 0,
            
159
      "resource_type": null,
137
      "resource_type": null,
            
160
      "size": null,
138
      "size": null,
            
161
      "state": "active",
139
      "state": "active",
            
162
      "status": "",
140
      "status": "",
            
163
      "url": 
141
      "url": 
            
164
pf0000393243?posInSet=1&queryId=ef1e9d60-34ba-489c-9114-e3aa5b79deba",
142
pf0000393243?posInSet=1&queryId=ef1e9d60-34ba-489c-9114-e3aa5b79deba",
            
165
      "url_type": null
143
      "url_type": null
            
166
    }
144
    }
            
167
  ],
145
  ],
            
168
  "schemingdcat_xls_metadata_template": false,
146
  "schemingdcat_xls_metadata_template": false,
            
169
  "source": "",
147
  "source": "",
            
170
  "spatial_resolution_in_meters": "",
148
  "spatial_resolution_in_meters": "",
            
171
  "state": "active",
149
  "state": "active",
            
172
  "tag_uri": [],
150
  "tag_uri": [],
            
173
  "tags": [
151
  "tags": [
            
174
    {
152
    {
            
175
      "display_name": "AI",
153
      "display_name": "AI",
            
176
      "id": "3a08be79-4954-4629-a69b-6088a6dbbe2a",
154
      "id": "3a08be79-4954-4629-a69b-6088a6dbbe2a",
            
177
      "name": "AI",
155
      "name": "AI",
            
178
      "state": "active",
156
      "state": "active",
            
179
      "vocabulary_id": null
157
      "vocabulary_id": null
            
180
    }
158
    }
            
181
  ],
159
  ],
            
182
  "theme": [
160
  "theme": [
            
183
    "http://inspire.ec.europa.eu/theme/hy"
161
    "http://inspire.ec.europa.eu/theme/hy"
            
184
  ],
162
  ],
            
185
  "theme_eu": [
163
  "theme_eu": [
            
186
    "http://publications.europa.eu/resource/authority/data-theme/ENVI"
164
    "http://publications.europa.eu/resource/authority/data-theme/ENVI"
            
187
  ],
165
  ],
            
188
  "title": "Applications of AI for water management",
166
  "title": "Applications of AI for water management",
            
189
  "title_translated": {
167
  "title_translated": {
            
190
    "en": "Applications of AI for water management",
168
    "en": "Applications of AI for water management",
            
191
    "es": "",
169
    "es": "",
            
192
    "fr": ""
170
    "fr": ""
            
193
  },
171
  },
            
194
  "topic": 
172
  "topic": 
            
195
p://inspire.ec.europa.eu/metadata-codelist/TopicCategory/environment",
173
p://inspire.ec.europa.eu/metadata-codelist/TopicCategory/environment",
            
196
  "type": "dataset",
174
  "type": "dataset",
            
t
197
  "unesdocimage": "",
t
175
  "unesdocimage": 
            
176
ysicalDocument&mat=BKS&ct=true&size=256&isPhysical=1&siteId=mainSite",
            
198
  "unesdocurl": "",
177
  "unesdocurl": 
            
178
pf0000393243?posInSet=1&queryId=ef1e9d60-34ba-489c-9114-e3aa5b79deba",
            
199
  "url": null,
179
  "url": null,
            
200
  "version": "",
180
  "version": "",
            
201
  "version_notes": {
181
  "version_notes": {
            
202
    "en": "",
182
    "en": "",
            
203
    "es": "",
183
    "es": "",
            
204
    "fr": ""
184
    "fr": ""
            
205
  }
185
  }
            
206
}
186
}