f
1
{
f
1
{
            
2
  "access_rights": 
2
  "access_rights": 
            
3
.europa.eu/metadata-codelist/LimitationsOnPublicAccess/noLimitations",
3
.europa.eu/metadata-codelist/LimitationsOnPublicAccess/noLimitations",
            
4
  "alternate_identifier": "DOI: 10.1007/978-3-031-18050-7_8",
4
  "alternate_identifier": "DOI: 10.1007/978-3-031-18050-7_8",
            
5
  "applicable_legislation": [
5
  "applicable_legislation": [
            
6
    "http://data.europa.eu/eli/reg_impl/2023/138/oj"
6
    "http://data.europa.eu/eli/reg_impl/2023/138/oj"
            
7
  ],
7
  ],
            
8
  "author": "Gonz\u00e1lez-Enrique, J., Ruiz-Aguilar, J.J.,\u2026",
8
  "author": "Gonz\u00e1lez-Enrique, J., Ruiz-Aguilar, J.J.,\u2026",
            
9
  "author_email": "javier.gonzalezenrique@uca.es",
9
  "author_email": "javier.gonzalezenrique@uca.es",
            
10
  "author_name": "Gonz\u00e1lez-Enrique, J., Ruiz-Aguilar, 
10
  "author_name": "Gonz\u00e1lez-Enrique, J., Ruiz-Aguilar, 
            
11
J.J.,\u2026",
11
J.J.,\u2026",
            
12
  "classification_variables": {
12
  "classification_variables": {
            
13
    "es": ""
13
    "es": ""
            
14
  },
14
  },
            
15
  "conforms_to": [
15
  "conforms_to": [
            
16
    "https://www.boe.es/eli/es/res/2013/02/19/(4)"
16
    "https://www.boe.es/eli/es/res/2013/02/19/(4)"
            
17
  ],
17
  ],
            
18
  "contact": [
18
  "contact": [
            
19
    {
19
    {
            
20
      "email": "organismo@example.org",
20
      "email": "organismo@example.org",
            
21
      "name": "Organismo publicador del Cat\u00e1logo",
21
      "name": "Organismo publicador del Cat\u00e1logo",
            
22
      "role": 
22
      "role": 
            
23
e.ec.europa.eu/metadata-codelist/ResponsiblePartyRole/pointOfContact",
23
e.ec.europa.eu/metadata-codelist/ResponsiblePartyRole/pointOfContact",
            
24
      "uri": 
24
      "uri": 
            
25
"http://datos.gob.es/recurso/sector-publico/org/Organismo/EA0000000",
25
"http://datos.gob.es/recurso/sector-publico/org/Organismo/EA0000000",
            
26
      "url": "https://organismo.example.org/"
26
      "url": "https://organismo.example.org/"
            
27
    }
27
    }
            
28
  ],
28
  ],
            
29
  "contact_email": "organismo@example.org",
29
  "contact_email": "organismo@example.org",
            
30
  "contact_name": "Organismo publicador del Cat\u00e1logo",
30
  "contact_name": "Organismo publicador del Cat\u00e1logo",
            
31
  "contact_role": 
31
  "contact_role": 
            
32
e.ec.europa.eu/metadata-codelist/ResponsiblePartyRole/pointOfContact",
32
e.ec.europa.eu/metadata-codelist/ResponsiblePartyRole/pointOfContact",
            
33
  "contact_uri": 
33
  "contact_uri": 
            
34
"http://datos.gob.es/recurso/sector-publico/org/Organismo/EA0000000",
34
"http://datos.gob.es/recurso/sector-publico/org/Organismo/EA0000000",
            
35
  "contact_url": "https://organismo.example.org/",
35
  "contact_url": "https://organismo.example.org/",
            
36
  "created": "2024-11-05",
36
  "created": "2024-11-05",
            
37
  "creator": [
37
  "creator": [
            
38
    {
38
    {
            
39
      "email": "javier.gonzalezenrique@uca.es",
39
      "email": "javier.gonzalezenrique@uca.es",
            
40
      "name": "Gonz\u00e1lez-Enrique, J., Ruiz-Aguilar, J.J.,\u2026"
40
      "name": "Gonz\u00e1lez-Enrique, J., Ruiz-Aguilar, J.J.,\u2026"
            
41
    }
41
    }
            
42
  ],
42
  ],
            
43
  "creator_user_id": "d24a314a-79ce-48c0-abd9-54cb42706da4",
43
  "creator_user_id": "d24a314a-79ce-48c0-abd9-54cb42706da4",
            
44
  "dataset_scope": "non_spatial_dataset",
44
  "dataset_scope": "non_spatial_dataset",
            
45
  "dcat_type": "http://id.loc.gov/vocabulary/marcgt/art",
45
  "dcat_type": "http://id.loc.gov/vocabulary/marcgt/art",
            
46
  "encoding": "UTF-8",
46
  "encoding": "UTF-8",
            
47
  "featured": false,
47
  "featured": false,
            
48
  "groups": [],
48
  "groups": [],
            
49
  "hvd": "hvd",
49
  "hvd": "hvd",
            
50
  "hvd_category": [
50
  "hvd_category": [
            
51
    "http://data.europa.eu/bna/c_dd313021"
51
    "http://data.europa.eu/bna/c_dd313021"
            
52
  ],
52
  ],
            
53
  "id": "06ca0bca-0592-5264-b443-8a149b7651c1",
53
  "id": "06ca0bca-0592-5264-b443-8a149b7651c1",
            
54
  "identifier": "06ca0bca-0592-5264-b443-8a149b7651c1",
54
  "identifier": "06ca0bca-0592-5264-b443-8a149b7651c1",
            
55
  "isopen": true,
55
  "isopen": true,
            
56
  "keyword_iepnb": [
56
  "keyword_iepnb": [
            
57
    "aguas_interiores",
57
    "aguas_interiores",
            
58
    "analisis_espacial",
58
    "analisis_espacial",
            
59
    "biomarcadores",
59
    "biomarcadores",
            
60
    "eutrofizacion",
60
    "eutrofizacion",
            
61
    "fotosintesis",
61
    "fotosintesis",
            
62
    "tecnologia"
62
    "tecnologia"
            
63
  ],
63
  ],
            
64
  "language": 
64
  "language": 
            
65
"http://publications.europa.eu/resource/authority/language/SPA",
65
"http://publications.europa.eu/resource/authority/language/SPA",
            
66
  "license_id": "cc-by",
66
  "license_id": "cc-by",
            
67
  "license_title": "Creative Commons Attribution",
67
  "license_title": "Creative Commons Attribution",
            
68
  "license_url": "http://www.opendefinition.org/licenses/cc-by",
68
  "license_url": "http://www.opendefinition.org/licenses/cc-by",
            
69
  "lineage_source": [
69
  "lineage_source": [
            
70
    "LNNS 531",
70
    "LNNS 531",
            
71
    "72-85"
71
    "72-85"
            
72
  ],
72
  ],
            
73
  "maintainer": "",
73
  "maintainer": "",
            
74
  "maintainer_name": "",
74
  "maintainer_name": "",
            
75
  "metadata_created": "2026-06-23T15:01:11.926614",
75
  "metadata_created": "2026-06-23T15:01:11.926614",
            
n
76
  "metadata_modified": "2026-06-23T15:01:11.926619",
n
76
  "metadata_modified": "2026-06-23T16:14:09.385996",
            
77
  "metadata_profile": [
77
  "metadata_profile": [
            
78
    "https://semiceu.github.io/DCAT-AP/releases/3.0.0/"
78
    "https://semiceu.github.io/DCAT-AP/releases/3.0.0/"
            
79
  ],
79
  ],
            
80
  "miteco_data_population": {
80
  "miteco_data_population": {
            
81
    "es": ""
81
    "es": ""
            
82
  },
82
  },
            
83
  "miteco_data_territory": {
83
  "miteco_data_territory": {
            
84
    "es": ""
84
    "es": ""
            
85
  },
85
  },
            
86
  "miteco_dataset_type": 
86
  "miteco_dataset_type": 
            
87
//publications.europa.eu/resource/authority/dataset-type/STATISTICAL",
87
//publications.europa.eu/resource/authority/dataset-type/STATISTICAL",
            
88
  "miteco_geo_level": "1",
88
  "miteco_geo_level": "1",
            
89
  "modified": "2026-06-23",
89
  "modified": "2026-06-23",
            
90
  "name": "06ca0bca-0592-5264-b443-8a149b7651c1",
90
  "name": "06ca0bca-0592-5264-b443-8a149b7651c1",
            
91
  "notes": "The goal of this research is to develop accurate and 
91
  "notes": "The goal of this research is to develop accurate and 
            
92
reliable forecasting models for chlorophyll \u0251 concentrations in 
92
reliable forecasting models for chlorophyll \u0251 concentrations in 
            
93
seawater at multiple depth levels in El Mar Menor (Spain). Chlorophyll 
93
seawater at multiple depth levels in El Mar Menor (Spain). Chlorophyll 
            
94
\u0251 can be used as a eutrophication indicator, which is especially 
94
\u0251 can be used as a eutrophication indicator, which is especially 
            
95
essential in a rich yet vulnerable ecosystem like the study area. 
95
essential in a rich yet vulnerable ecosystem like the study area. 
            
96
Bayesian regularized artificial neural networks and Long Short-term 
96
Bayesian regularized artificial neural networks and Long Short-term 
            
97
Memory Neural Networks (LSTMs) employing a rolling window approach 
97
Memory Neural Networks (LSTMs) employing a rolling window approach 
            
98
were used as forecasting algorithms with a one-week prediction 
98
were used as forecasting algorithms with a one-week prediction 
            
99
horizon. Two input strategies were tested: using data from the own 
99
horizon. Two input strategies were tested: using data from the own 
            
100
time series or including exogenous variables among the inputs. In this 
100
time series or including exogenous variables among the inputs. In this 
            
101
second case, mutual information and the 
101
second case, mutual information and the 
            
102
Minimum-Redundancy-Maximum-Relevance approach were utilized to select 
102
Minimum-Redundancy-Maximum-Relevance approach were utilized to select 
            
103
the most relevant variables. The models obtained reasonable results 
103
the most relevant variables. The models obtained reasonable results 
            
104
for the univariate input scheme with \u03c3\u00af\u00af\u00af\n  
104
for the univariate input scheme with \u03c3\u00af\u00af\u00af\n  
            
105
values over 0.75 in levels between 0.5 and 2 m. The inclusion of 
105
values over 0.75 in levels between 0.5 and 2 m. The inclusion of 
            
106
exogenous variables increased these values to above 0.85 for the same 
106
exogenous variables increased these values to above 0.85 for the same 
            
107
depth levels. The models and methodologies presented in this paper can 
107
depth levels. The models and methodologies presented in this paper can 
            
108
constitute a very useful tool to help predict eutrophication episodes 
108
constitute a very useful tool to help predict eutrophication episodes 
            
109
and act as decision-making tools that allow the governmental and 
109
and act as decision-making tools that allow the governmental and 
            
110
environmental agencies to prevent the degradation of El Mar Menor.",
110
environmental agencies to prevent the degradation of El Mar Menor.",
            
111
  "notes_translated": {
111
  "notes_translated": {
            
112
    "es": "The goal of this research is to develop accurate and 
112
    "es": "The goal of this research is to develop accurate and 
            
113
reliable forecasting models for chlorophyll \u0251 concentrations in 
113
reliable forecasting models for chlorophyll \u0251 concentrations in 
            
114
seawater at multiple depth levels in El Mar Menor (Spain). Chlorophyll 
114
seawater at multiple depth levels in El Mar Menor (Spain). Chlorophyll 
            
115
\u0251 can be used as a eutrophication indicator, which is especially 
115
\u0251 can be used as a eutrophication indicator, which is especially 
            
116
essential in a rich yet vulnerable ecosystem like the study area. 
116
essential in a rich yet vulnerable ecosystem like the study area. 
            
117
Bayesian regularized artificial neural networks and Long Short-term 
117
Bayesian regularized artificial neural networks and Long Short-term 
            
118
Memory Neural Networks (LSTMs) employing a rolling window approach 
118
Memory Neural Networks (LSTMs) employing a rolling window approach 
            
119
were used as forecasting algorithms with a one-week prediction 
119
were used as forecasting algorithms with a one-week prediction 
            
120
horizon. Two input strategies were tested: using data from the own 
120
horizon. Two input strategies were tested: using data from the own 
            
121
time series or including exogenous variables among the inputs. In this 
121
time series or including exogenous variables among the inputs. In this 
            
122
second case, mutual information and the 
122
second case, mutual information and the 
            
123
Minimum-Redundancy-Maximum-Relevance approach were utilized to select 
123
Minimum-Redundancy-Maximum-Relevance approach were utilized to select 
            
124
the most relevant variables. The models obtained reasonable results 
124
the most relevant variables. The models obtained reasonable results 
            
125
for the univariate input scheme with \u03c3\u00af\u00af\u00af\n  
125
for the univariate input scheme with \u03c3\u00af\u00af\u00af\n  
            
126
values over 0.75 in levels between 0.5 and 2 m. The inclusion of 
126
values over 0.75 in levels between 0.5 and 2 m. The inclusion of 
            
127
exogenous variables increased these values to above 0.85 for the same 
127
exogenous variables increased these values to above 0.85 for the same 
            
128
depth levels. The models and methodologies presented in this paper can 
128
depth levels. The models and methodologies presented in this paper can 
            
129
constitute a very useful tool to help predict eutrophication episodes 
129
constitute a very useful tool to help predict eutrophication episodes 
            
130
and act as decision-making tools that allow the governmental and 
130
and act as decision-making tools that allow the governmental and 
            
131
environmental agencies to prevent the degradation of El Mar Menor."
131
environmental agencies to prevent the degradation of El Mar Menor."
            
132
  },
132
  },
            
133
  "num_resources": 1,
133
  "num_resources": 1,
            
134
  "num_tags": 7,
134
  "num_tags": 7,
            
135
  "organization": {
135
  "organization": {
            
136
    "approval_status": "approved",
136
    "approval_status": "approved",
            
137
    "created": "2026-06-23T14:36:08.942021",
137
    "created": "2026-06-23T14:36:08.942021",
            
138
    "description": "",
138
    "description": "",
            
139
    "id": "bca483f7-26e2-4ed8-99e8-65f5b3c7a26e",
139
    "id": "bca483f7-26e2-4ed8-99e8-65f5b3c7a26e",
            
140
    "image_url": "",
140
    "image_url": "",
            
141
    "is_organization": true,
141
    "is_organization": true,
            
142
    "name": "iepnb",
142
    "name": "iepnb",
            
143
    "state": "active",
143
    "state": "active",
            
144
    "title": "",
144
    "title": "",
            
145
    "type": "organization"
145
    "type": "organization"
            
146
  },
146
  },
            
147
  "owner_org": "bca483f7-26e2-4ed8-99e8-65f5b3c7a26e",
147
  "owner_org": "bca483f7-26e2-4ed8-99e8-65f5b3c7a26e",
            
148
  "private": false,
148
  "private": false,
            
149
  "provenance": {
149
  "provenance": {
            
150
    "es": ""
150
    "es": ""
            
151
  },
151
  },
            
152
  "publisher": [
152
  "publisher": [
            
153
    {
153
    {
            
154
      "email": "buzon-bdatos@miteco.es",
154
      "email": "buzon-bdatos@miteco.es",
            
155
      "name": "\u00c1rea de Banco de Datos de la Naturaleza. 
155
      "name": "\u00c1rea de Banco de Datos de la Naturaleza. 
            
156
Direcci\u00f3n General Biodiversidad, Bosques y Desertificaci\u00f3n. 
156
Direcci\u00f3n General Biodiversidad, Bosques y Desertificaci\u00f3n. 
            
157
Ministerio para la Transici\u00f3n Ecol\u00f3gica y el Reto 
157
Ministerio para la Transici\u00f3n Ecol\u00f3gica y el Reto 
            
158
Demogr\u00e1fico",
158
Demogr\u00e1fico",
            
159
      "type": "http://purl.org/adms/publishertype/NationalAuthority",
159
      "type": "http://purl.org/adms/publishertype/NationalAuthority",
            
160
      "uri": "https://iepnb.es/catalogo/organization/iepnb",
160
      "uri": "https://iepnb.es/catalogo/organization/iepnb",
            
161
      "url": "https://www.miteco.gob.es/"
161
      "url": "https://www.miteco.gob.es/"
            
162
    }
162
    }
            
163
  ],
163
  ],
            
164
  "publisher_email": "buzon-bdatos@miteco.es",
164
  "publisher_email": "buzon-bdatos@miteco.es",
            
165
  "publisher_name": "\u00c1rea de Banco de Datos de la Naturaleza. 
165
  "publisher_name": "\u00c1rea de Banco de Datos de la Naturaleza. 
            
166
Direcci\u00f3n General Biodiversidad, Bosques y Desertificaci\u00f3n. 
166
Direcci\u00f3n General Biodiversidad, Bosques y Desertificaci\u00f3n. 
            
167
Ministerio para la Transici\u00f3n Ecol\u00f3gica y el Reto 
167
Ministerio para la Transici\u00f3n Ecol\u00f3gica y el Reto 
            
168
Demogr\u00e1fico",
168
Demogr\u00e1fico",
            
169
  "publisher_type": 
169
  "publisher_type": 
            
170
"http://purl.org/adms/publishertype/NationalAuthority",
170
"http://purl.org/adms/publishertype/NationalAuthority",
            
171
  "publisher_uri": "https://iepnb.es/catalogo/organization/iepnb",
171
  "publisher_uri": "https://iepnb.es/catalogo/organization/iepnb",
            
172
  "publisher_url": "https://www.miteco.gob.es/",
172
  "publisher_url": "https://www.miteco.gob.es/",
            
173
  "purpose": {
173
  "purpose": {
            
174
    "es": ""
174
    "es": ""
            
175
  },
175
  },
            
176
  "reference": [],
176
  "reference": [],
            
177
  "relationships_as_object": [],
177
  "relationships_as_object": [],
            
178
  "relationships_as_subject": [],
178
  "relationships_as_subject": [],
            
179
  "resources": [
179
  "resources": [
            
180
    {
180
    {
            
181
      "access_url": 
181
      "access_url": 
            
182
5264-b443-8a149b7651c1/resource/ecd85ede-f550-4b28-93ac-c622a1b35b3d",
182
5264-b443-8a149b7651c1/resource/ecd85ede-f550-4b28-93ac-c622a1b35b3d",
            
183
      "applicable_legislation": [
183
      "applicable_legislation": [
            
184
        "http://data.europa.eu/eli/reg_impl/2023/138/oj"
184
        "http://data.europa.eu/eli/reg_impl/2023/138/oj"
            
185
      ],
185
      ],
            
186
      "availability": 
186
      "availability": 
            
187
ications.europa.eu/resource/authority/planned-availability/AVAILABLE",
187
ications.europa.eu/resource/authority/planned-availability/AVAILABLE",
            
188
      "cache_last_updated": null,
188
      "cache_last_updated": null,
            
189
      "cache_url": null,
189
      "cache_url": null,
            
190
      "created": "2023-01-01T00:00:00",
190
      "created": "2023-01-01T00:00:00",
            
191
      "dataset_id": "8bfde3fc-40c6-4c56-897b-fa7cabb09bc3",
191
      "dataset_id": "8bfde3fc-40c6-4c56-897b-fa7cabb09bc3",
            
192
      "datastore_active": false,
192
      "datastore_active": false,
            
193
      "datastore_contains_all_records_of_source_file": false,
193
      "datastore_contains_all_records_of_source_file": false,
            
194
      "download_url": 
194
      "download_url": 
            
195
2&dq=mar+menor+lagoon&ots=Ggta7vMKzu&sig=093_PZ_uh7sIqBo3MaL0rNqUTuE",
195
2&dq=mar+menor+lagoon&ots=Ggta7vMKzu&sig=093_PZ_uh7sIqBo3MaL0rNqUTuE",
            
196
      "encoding": "UTF-8",
196
      "encoding": "UTF-8",
            
197
      "format": "HTML",
197
      "format": "HTML",
            
198
      "hash": "",
198
      "hash": "",
            
199
      "id": "ecd85ede-f550-4b28-93ac-c622a1b35b3d",
199
      "id": "ecd85ede-f550-4b28-93ac-c622a1b35b3d",
            
200
      "language": 
200
      "language": 
            
201
"http://publications.europa.eu/resource/authority/language/ENG",
201
"http://publications.europa.eu/resource/authority/language/ENG",
            
202
      "last_modified": null,
202
      "last_modified": null,
            
203
      "license": "http://creativecommons.org/licenses/by/4.0/",
203
      "license": "http://creativecommons.org/licenses/by/4.0/",
            
204
      "license_id": "cc-by",
204
      "license_id": "cc-by",
            
n
205
      "metadata_modified": "2026-06-23T15:01:11.919795",
n
205
      "metadata_modified": "2026-06-23T16:14:09.389348",
            
206
      "mimetype": 
206
      "mimetype": 
            
207
"https://www.iana.org/assignments/media-types/text/html",
207
"https://www.iana.org/assignments/media-types/text/html",
            
208
      "mimetype_inner": null,
208
      "mimetype_inner": null,
            
209
      "modified": "2026-06-23",
209
      "modified": "2026-06-23",
            
210
      "name": "Distribuci\u00f3n HTML",
210
      "name": "Distribuci\u00f3n HTML",
            
211
      "package_id": "06ca0bca-0592-5264-b443-8a149b7651c1",
211
      "package_id": "06ca0bca-0592-5264-b443-8a149b7651c1",
            
212
      "position": 0,
212
      "position": 0,
            
213
      "protocol": null,
213
      "protocol": null,
            
214
      "resource_type": null,
214
      "resource_type": null,
            
215
      "rights": 
215
      "rights": 
            
216
.europa.eu/metadata-codelist/LimitationsOnPublicAccess/noLimitations",
216
.europa.eu/metadata-codelist/LimitationsOnPublicAccess/noLimitations",
            
217
      "size": 0,
217
      "size": 0,
            
218
      "state": "active",
218
      "state": "active",
            
219
      "url": 
219
      "url": 
            
220
2&dq=mar+menor+lagoon&ots=Ggta7vMKzu&sig=093_PZ_uh7sIqBo3MaL0rNqUTuE",
220
2&dq=mar+menor+lagoon&ots=Ggta7vMKzu&sig=093_PZ_uh7sIqBo3MaL0rNqUTuE",
            
221
      "url_type": null
221
      "url_type": null
            
222
    }
222
    }
            
223
  ],
223
  ],
            
224
  "schemingdcat_xls_metadata_template": false,
224
  "schemingdcat_xls_metadata_template": false,
            
225
  "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[-2.34, 
225
  "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[-2.34, 
            
226
37.38], [-0.69, 37.38], [-0.69, 38.76], [-2.34, 38.76], [-2.34, 
226
37.38], [-0.69, 37.38], [-0.69, 38.76], [-2.34, 38.76], [-2.34, 
            
227
37.38]]]}",
227
37.38]]]}",
            
228
  "spatial_coverage": [
228
  "spatial_coverage": [
            
229
    {
229
    {
            
t
230
      "bbox": {
t
230
      "bbox": "{\"type\": \"Polygon\", \"coordinates\": [[[-2.34, 
            
231
        "coordinates": [
231
37.38], [-0.69, 37.38], [-0.69, 38.76], [-2.34, 38.76], [-2.34, 
            
232
          [
232
37.38]]]}",
            
233
            [
233
      "centroid": "{\"type\": \"Point\", \"coordinates\": [-1.515, 
            
234
              -2.34,
234
38.07]}",
            
235
              37.38

            
236
            ],

            
237
            [

            
238
              -0.69,

            
239
              37.38

            
240
            ],

            
241
            [

            
242
              -0.69,

            
243
              38.76

            
244
            ],

            
245
            [

            
246
              -2.34,

            
247
              38.76

            
248
            ],

            
249
            [

            
250
              -2.34,

            
251
              37.38

            
252
            ]

            
253
          ]

            
254
        ],

            
255
        "type": "Polygon"

            
256
      },

            
257
      "centroid": {

            
258
        "coordinates": [

            
259
          -1.515,

            
260
          38.07

            
261
        ],

            
262
        "type": "Point"

            
263
      },

            
264
      "text": "Regi\u00f3n de Murcia",
235
      "text": "Regi\u00f3n de Murcia",
            
265
      "uri": 
236
      "uri": 
            
266
atos.gob.es/recurso/sector-publico/territorio/Autonomia/Region-Murcia"
237
atos.gob.es/recurso/sector-publico/territorio/Autonomia/Region-Murcia"
            
267
    }
238
    }
            
268
  ],
239
  ],
            
269
  "spatial_uri": 
240
  "spatial_uri": 
            
270
tos.gob.es/recurso/sector-publico/territorio/Autonomia/Region-Murcia",
241
tos.gob.es/recurso/sector-publico/territorio/Autonomia/Region-Murcia",
            
271
  "state": "active",
242
  "state": "active",
            
272
  "study_variables": {
243
  "study_variables": {
            
273
    "es": ""
244
    "es": ""
            
274
  },
245
  },
            
275
  "tag_uri": [
246
  "tag_uri": [
            
276
    
247
    
            
277
tp://inspire.ec.europa.eu/metadata-codelist/TopicCategory/environment"
248
tp://inspire.ec.europa.eu/metadata-codelist/TopicCategory/environment"
            
278
  ],
249
  ],
            
279
  "tags": [
250
  "tags": [
            
280
    {
251
    {
            
281
      "display_name": "aguas_interiores",
252
      "display_name": "aguas_interiores",
            
282
      "id": "ddab08b5-a7e4-4187-9b0f-d4459c83a9ba",
253
      "id": "ddab08b5-a7e4-4187-9b0f-d4459c83a9ba",
            
283
      "name": "aguas_interiores",
254
      "name": "aguas_interiores",
            
284
      "state": "active",
255
      "state": "active",
            
285
      "vocabulary_id": null
256
      "vocabulary_id": null
            
286
    },
257
    },
            
287
    {
258
    {
            
288
      "display_name": "analisis_espacial",
259
      "display_name": "analisis_espacial",
            
289
      "id": "7af4b5b1-a152-48cb-b581-a321fbe3ff88",
260
      "id": "7af4b5b1-a152-48cb-b581-a321fbe3ff88",
            
290
      "name": "analisis_espacial",
261
      "name": "analisis_espacial",
            
291
      "state": "active",
262
      "state": "active",
            
292
      "vocabulary_id": null
263
      "vocabulary_id": null
            
293
    },
264
    },
            
294
    {
265
    {
            
295
      "display_name": "biomarcadores",
266
      "display_name": "biomarcadores",
            
296
      "id": "abb5fd87-d584-42a3-bbd7-833940168687",
267
      "id": "abb5fd87-d584-42a3-bbd7-833940168687",
            
297
      "name": "biomarcadores",
268
      "name": "biomarcadores",
            
298
      "state": "active",
269
      "state": "active",
            
299
      "vocabulary_id": null
270
      "vocabulary_id": null
            
300
    },
271
    },
            
301
    {
272
    {
            
302
      "display_name": "eutrofizacion",
273
      "display_name": "eutrofizacion",
            
303
      "id": "5fcdd244-0f78-4801-be7d-5a67c5bb55ec",
274
      "id": "5fcdd244-0f78-4801-be7d-5a67c5bb55ec",
            
304
      "name": "eutrofizacion",
275
      "name": "eutrofizacion",
            
305
      "state": "active",
276
      "state": "active",
            
306
      "vocabulary_id": null
277
      "vocabulary_id": null
            
307
    },
278
    },
            
308
    {
279
    {
            
309
      "display_name": "fotosintesis",
280
      "display_name": "fotosintesis",
            
310
      "id": "4a120a32-4ed4-4b61-9193-1d46da5f3b4e",
281
      "id": "4a120a32-4ed4-4b61-9193-1d46da5f3b4e",
            
311
      "name": "fotosintesis",
282
      "name": "fotosintesis",
            
312
      "state": "active",
283
      "state": "active",
            
313
      "vocabulary_id": null
284
      "vocabulary_id": null
            
314
    },
285
    },
            
315
    {
286
    {
            
316
      "display_name": "marino",
287
      "display_name": "marino",
            
317
      "id": "004084d1-68d8-46ca-842a-c10278540bc9",
288
      "id": "004084d1-68d8-46ca-842a-c10278540bc9",
            
318
      "name": "marino",
289
      "name": "marino",
            
319
      "state": "active",
290
      "state": "active",
            
320
      "vocabulary_id": null
291
      "vocabulary_id": null
            
321
    },
292
    },
            
322
    {
293
    {
            
323
      "display_name": "tecnologia",
294
      "display_name": "tecnologia",
            
324
      "id": "0b3381bc-073c-43fe-a133-4efcf0e36300",
295
      "id": "0b3381bc-073c-43fe-a133-4efcf0e36300",
            
325
      "name": "tecnologia",
296
      "name": "tecnologia",
            
326
      "state": "active",
297
      "state": "active",
            
327
      "vocabulary_id": null
298
      "vocabulary_id": null
            
328
    }
299
    }
            
329
  ],
300
  ],
            
330
  "thematic_area": [
301
  "thematic_area": [
            
331
    "espacios_protegidos"
302
    "espacios_protegidos"
            
332
  ],
303
  ],
            
333
  "theme_es": [
304
  "theme_es": [
            
334
    "http://datos.gob.es/kos/sector-publico/sector/medio-ambiente"
305
    "http://datos.gob.es/kos/sector-publico/sector/medio-ambiente"
            
335
  ],
306
  ],
            
336
  "title": "Deep Learning Approach for the Prediction of the 
307
  "title": "Deep Learning Approach for the Prediction of the 
            
337
Concentration of Chlorophyll \u0251 in Seawater. A Case Study in El 
308
Concentration of Chlorophyll \u0251 in Seawater. A Case Study in El 
            
338
Mar Menor (Spain)",
309
Mar Menor (Spain)",
            
339
  "title_translated": {
310
  "title_translated": {
            
340
    "es": "Deep Learning Approach for the Prediction of the 
311
    "es": "Deep Learning Approach for the Prediction of the 
            
341
Concentration of Chlorophyll \u0251 in Seawater. A Case Study in El 
312
Concentration of Chlorophyll \u0251 in Seawater. A Case Study in El 
            
342
Mar Menor (Spain)"
313
Mar Menor (Spain)"
            
343
  },
314
  },
            
344
  "topic": 
315
  "topic": 
            
345
"http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/biota",
316
"http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/biota",
            
346
  "type": "dataset",
317
  "type": "dataset",
            
347
  "url": 
318
  "url": 
            
348
//iepnb.es:443/catalogo/dataset/06ca0bca-0592-5264-b443-8a149b7651c1",
319
//iepnb.es:443/catalogo/dataset/06ca0bca-0592-5264-b443-8a149b7651c1",
            
349
  "version_notes": {
320
  "version_notes": {
            
350
    "es": ""
321
    "es": ""
            
351
  }
322
  }
            
352
}
323
}