Changes

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "author": "[{\"given_name\": \"Michael\", \"name\": \"Nobis\", 
2
  "author": "[{\"given_name\": \"Michael\", \"name\": \"Nobis\", 
            
3
\"email\": \"michael.nobis@wsl.ch\", \"data_credit\": [], 
3
\"email\": \"michael.nobis@wsl.ch\", \"data_credit\": [], 
            
4
\"identifier\": \"0000-0003-3285-1590\", \"affiliation\": \"Dynamic 
4
\"identifier\": \"0000-0003-3285-1590\", \"affiliation\": \"Dynamic 
            
5
Macroecology, Landscape Change Science, Swiss Federal Institute for 
5
Macroecology, Landscape Change Science, Swiss Federal Institute for 
            
6
Forest, Snow and Landscape Research WSL, 8903 Birmensdorf, 
6
Forest, Snow and Landscape Research WSL, 8903 Birmensdorf, 
            
7
Switzerland\"}, {\"given_name\": \"Christoph\", \"name\": \"Mayer\", 
7
Switzerland\"}, {\"given_name\": \"Christoph\", \"name\": \"Mayer\", 
            
8
\"email\": \"christoph.mayer@vision.ee.ethz.ch\", \"data_credit\": [], 
8
\"email\": \"christoph.mayer@vision.ee.ethz.ch\", \"data_credit\": [], 
            
9
\"identifier\": \"\", \"affiliation\": \"ETH Zurich, Computer Vision 
9
\"identifier\": \"\", \"affiliation\": \"ETH Zurich, Computer Vision 
            
10
Lab\"}, {\"given_name\": \"Christian\", \"name\": \"Ginzler\", 
10
Lab\"}, {\"given_name\": \"Christian\", \"name\": \"Ginzler\", 
            
11
\"email\": \"christian.ginzler@wsl.ch\", \"data_credit\": [], 
11
\"email\": \"christian.ginzler@wsl.ch\", \"data_credit\": [], 
            
12
\"identifier\": \"0000-0001-6365-2151\", \"affiliation\": \"Remote 
12
\"identifier\": \"0000-0001-6365-2151\", \"affiliation\": \"Remote 
            
13
Sensing, Landscape Change Science, Swiss Federal Institute for Forest, 
13
Sensing, Landscape Change Science, Swiss Federal Institute for Forest, 
            
14
Snow and Landscape Research WSL, 8903 Birmensdorf, Switzerland\"}, 
14
Snow and Landscape Research WSL, 8903 Birmensdorf, Switzerland\"}, 
            
15
{\"given_name\": \"Radu\", \"name\": \"Timofte\", \"email\": 
15
{\"given_name\": \"Radu\", \"name\": \"Timofte\", \"email\": 
            
16
\"radu.timofte@uni-wuerzburg.de\", \"data_credit\": [], 
16
\"radu.timofte@uni-wuerzburg.de\", \"data_credit\": [], 
            
17
\"identifier\": \"\", \"affiliation\": \"ETH Zurich, Computer Vision 
17
\"identifier\": \"\", \"affiliation\": \"ETH Zurich, Computer Vision 
            
18
Lab\"}]",
18
Lab\"}]",
            
19
  "author_email": null,
19
  "author_email": null,
            
20
  "creator_user_id": "208eb3d8-928e-4a27-a844-61adc1d3c3e0",
20
  "creator_user_id": "208eb3d8-928e-4a27-a844-61adc1d3c3e0",
            
21
  "date": 
21
  "date": 
            
22
:\"collected\",\"date\":\"2019-05-27\",\"end_date\":\"2019-10-30\"}]",
22
:\"collected\",\"date\":\"2019-05-27\",\"end_date\":\"2019-10-30\"}]",
            
23
  "doi": "10.16904/envidat.561",
23
  "doi": "10.16904/envidat.561",
            
24
  "funding": "[{\"institution\":\"Federal Roads Office (FEDRO) 
24
  "funding": "[{\"institution\":\"Federal Roads Office (FEDRO) 
            
25
\",\"grant_number\":\"VSS 
25
\",\"grant_number\":\"VSS 
            
26
nstitution_url\":\"https://www.astra.admin.ch/astra/en/home.html\"}]",
26
nstitution_url\":\"https://www.astra.admin.ch/astra/en/home.html\"}]",
            
27
  "groups": [],
27
  "groups": [],
            
28
  "id": "1bf97970-cc9e-4101-aaf3-b47a3906e7a1",
28
  "id": "1bf97970-cc9e-4101-aaf3-b47a3906e7a1",
            
29
  "isopen": true,
29
  "isopen": true,
            
30
  "license_id": "cc-by-sa",
30
  "license_id": "cc-by-sa",
            
31
  "license_title": "Creative Commons Attribution Share-Alike 
31
  "license_title": "Creative Commons Attribution Share-Alike 
            
32
(CC-BY-SA)",
32
(CC-BY-SA)",
            
33
  "license_url": "https://creativecommons.org/licenses/by-sa/4.0/",
33
  "license_url": "https://creativecommons.org/licenses/by-sa/4.0/",
            
34
  "maintainer": 
34
  "maintainer": 
            
35
ichael.nobis@wsl.ch\",\"given_name\":\"Michael\",\"name\":\"Nobis\"}",
35
ichael.nobis@wsl.ch\",\"given_name\":\"Michael\",\"name\":\"Nobis\"}",
            
36
  "maintainer_email": null,
36
  "maintainer_email": null,
            
37
  "metadata_created": "2024-11-18T16:08:21.232903",
37
  "metadata_created": "2024-11-18T16:08:21.232903",
            
n
38
  "metadata_modified": "2024-12-03T14:08:10.829512",
n
38
  "metadata_modified": "2024-12-03T14:15:18.194191",
            
39
  "name": 
39
  "name": 
            
40
"automated-detection-of-invasive-alien-plants-along-highways",
40
"automated-detection-of-invasive-alien-plants-along-highways",
            
41
  "notes": "Transport infrastructure such as **highways** are 
41
  "notes": "Transport infrastructure such as **highways** are 
            
42
important corridors for the spread of invasive species. In this 
42
important corridors for the spread of invasive species. In this 
            
43
project, an automated detection and mapping of **two invasive alien 
43
project, an automated detection and mapping of **two invasive alien 
            
44
plant species**  was developed and applied along highways in the 
44
plant species**  was developed and applied along highways in the 
            
45
**Swiss Central Plateau**, based on **artificial intelligence (AI, 
45
**Swiss Central Plateau**, based on **artificial intelligence (AI, 
            
46
Deep Learning)**. The two target species are **tree of heaven 
46
Deep Learning)**. The two target species are **tree of heaven 
            
47
*(Ailanthus altissima)*** and **narrow-leaved ragwort *(Senecio 
47
*(Ailanthus altissima)*** and **narrow-leaved ragwort *(Senecio 
            
48
inaequidens)***. \n\nThe data is part of the project report and shows 
48
inaequidens)***. \n\nThe data is part of the project report and shows 
            
49
the mapping results in **interactive maps**. Technically speaking, 
49
the mapping results in **interactive maps**. Technically speaking, 
            
50
these are **self-contained HTML files** that can be displayed with 
50
these are **self-contained HTML files** that can be displayed with 
            
51
standard web browsers. To reduce the file size, the downloads are 
51
standard web browsers. To reduce the file size, the downloads are 
            
52
provided in zip format. \n\n**Report**: 
52
provided in zip format. \n\n**Report**: 
            
53
obilityplatform.ch/de/research-data-shop/product/1690)\n\n**Project**: 
53
obilityplatform.ch/de/research-data-shop/product/1690)\n\n**Project**: 
            
54
ojects/automated-detection-of-invasive-alien-plants-along-highways/)",
54
ojects/automated-detection-of-invasive-alien-plants-along-highways/)",
            
55
  "num_resources": 4,
55
  "num_resources": 4,
            
56
  "num_tags": 6,
56
  "num_tags": 6,
            
57
  "organization": {
57
  "organization": {
            
58
    "approval_status": "approved",
58
    "approval_status": "approved",
            
59
    "created": "2018-05-31T14:24:18.890912",
59
    "created": "2018-05-31T14:24:18.890912",
            
60
    "description": "The dynamic macroecology group studies different 
60
    "description": "The dynamic macroecology group studies different 
            
61
aspects of ecology on large spatial and temporal scales, from the 
61
aspects of ecology on large spatial and temporal scales, from the 
            
62
Pleistocene to the Anthropocene, related to the question: \u201cHow do 
62
Pleistocene to the Anthropocene, related to the question: \u201cHow do 
            
63
species and their traits change in space and time, particularly with 
63
species and their traits change in space and time, particularly with 
            
64
global change?\u201d",
64
global change?\u201d",
            
65
    "id": "8bdea9a0-ea8c-424f-8c27-a4a1f0c55f02",
65
    "id": "8bdea9a0-ea8c-424f-8c27-a4a1f0c55f02",
            
66
    "image_url": "",
66
    "image_url": "",
            
67
    "is_organization": true,
67
    "is_organization": true,
            
68
    "name": "dynamic-macroecology",
68
    "name": "dynamic-macroecology",
            
69
    "state": "active",
69
    "state": "active",
            
70
    "title": "Dynamic Macroecology",
70
    "title": "Dynamic Macroecology",
            
71
    "type": "organization"
71
    "type": "organization"
            
72
  },
72
  },
            
73
  "owner_org": "8bdea9a0-ea8c-424f-8c27-a4a1f0c55f02",
73
  "owner_org": "8bdea9a0-ea8c-424f-8c27-a4a1f0c55f02",
            
74
  "private": false,
74
  "private": false,
            
75
  "publication": 
75
  "publication": 
            
76
"{\"publisher\":\"EnviDat\",\"publication_year\":\"2020\"}",
76
"{\"publisher\":\"EnviDat\",\"publication_year\":\"2020\"}",
            
77
  "publication_state": "published",
77
  "publication_state": "published",
            
t
78
  "related_datasets": "",
t
78
  "related_datasets": 
            
79
](https://envidat.ch/#/edit/invasive-neopyhtes-along-national-roads)",
            
79
  "related_publications": "\n wsl:38256\n wsl:38258",
80
  "related_publications": "\n wsl:38256\n wsl:38258",
            
80
  "relationships_as_object": [],
81
  "relationships_as_object": [],
            
81
  "relationships_as_subject": [],
82
  "relationships_as_subject": [],
            
82
  "resource_type": "dataset",
83
  "resource_type": "dataset",
            
83
  "resource_type_general": "dataset",
84
  "resource_type_general": "dataset",
            
84
  "resources": [
85
  "resources": [
            
85
    {
86
    {
            
86
      "cache_last_updated": null,
87
      "cache_last_updated": null,
            
87
      "cache_url": null,
88
      "cache_url": null,
            
88
      "created": "2024-11-19T14:14:10.806641",
89
      "created": "2024-11-19T14:14:10.806641",
            
89
      "description": "Detected occurrences of Ailanthus altissima 
90
      "description": "Detected occurrences of Ailanthus altissima 
            
90
along highways on the Swiss Plateau. To reduce false-positives, only 
91
along highways on the Swiss Plateau. To reduce false-positives, only 
            
91
images in which the species was recognized in at least three of 16 
92
images in which the species was recognized in at least three of 16 
            
92
image tiles are considered as occurrences (Fig. 38 in the report). 
93
image tiles are considered as occurrences (Fig. 38 in the report). 
            
93
Image coordinates of the middle and side strips can be displayed 
94
Image coordinates of the middle and side strips can be displayed 
            
94
separately in the interactive map.",
95
separately in the interactive map.",
            
95
      "doi": "",
96
      "doi": "",
            
96
      "format": "ZIP",
97
      "format": "ZIP",
            
97
      "hash": "",
98
      "hash": "",
            
98
      "id": "26102858-9e76-41ac-b4b9-7e1a9f03dd02",
99
      "id": "26102858-9e76-41ac-b4b9-7e1a9f03dd02",
            
99
      "last_modified": "2024-11-19T14:42:14.237000",
100
      "last_modified": "2024-11-19T14:42:14.237000",
            
100
      "metadata_modified": "2024-11-19T14:42:14.621732",
101
      "metadata_modified": "2024-11-19T14:42:14.621732",
            
101
      "mimetype": "application/zip",
102
      "mimetype": "application/zip",
            
102
      "mimetype_inner": null,
103
      "mimetype_inner": null,
            
103
      "name": "Ailanthus_frame_min3_Pts_strips_v2024.html.zip",
104
      "name": "Ailanthus_frame_min3_Pts_strips_v2024.html.zip",
            
104
      "package_id": "1bf97970-cc9e-4101-aaf3-b47a3906e7a1",
105
      "package_id": "1bf97970-cc9e-4101-aaf3-b47a3906e7a1",
            
105
      "position": 0,
106
      "position": 0,
            
106
      "resource_size": "{\"size_value\":\"\",\"size_units\":\"\"}",
107
      "resource_size": "{\"size_value\":\"\",\"size_units\":\"\"}",
            
107
      "resource_type": null,
108
      "resource_type": null,
            
108
      "restricted": 
109
      "restricted": 
            
109
{\"level\":\"public\",\"allowed_users\":\"\",\"shared_secret\":\"\"}",
110
{\"level\":\"public\",\"allowed_users\":\"\",\"shared_secret\":\"\"}",
            
110
      "size": 18185776,
111
      "size": 18185776,
            
111
      "state": "active",
112
      "state": "active",
            
112
      "url": 
113
      "url": 
            
113
7e1a9f03dd02/download/ailanthus_frame_min3_pts_strips_v2024.html.zip",
114
7e1a9f03dd02/download/ailanthus_frame_min3_pts_strips_v2024.html.zip",
            
114
      "url_type": "upload"
115
      "url_type": "upload"
            
115
    },
116
    },
            
116
    {
117
    {
            
117
      "cache_last_updated": null,
118
      "cache_last_updated": null,
            
118
      "cache_url": null,
119
      "cache_url": null,
            
119
      "created": "2024-11-19T14:23:32.729717",
120
      "created": "2024-11-19T14:23:32.729717",
            
120
      "description": "Detected occurrences of Ailanthus altissima 
121
      "description": "Detected occurrences of Ailanthus altissima 
            
121
along highways on the Swiss Plateau. The number of image tiles in 
122
along highways on the Swiss Plateau. The number of image tiles in 
            
122
which the species was recognized is shown (Fig. 23 in the report). 
123
which the species was recognized is shown (Fig. 23 in the report). 
            
123
Image coordinates of the middle and side strips can be displayed 
124
Image coordinates of the middle and side strips can be displayed 
            
124
separately in the interactive map.",
125
separately in the interactive map.",
            
125
      "doi": "",
126
      "doi": "",
            
126
      "format": "ZIP",
127
      "format": "ZIP",
            
127
      "hash": "",
128
      "hash": "",
            
128
      "id": "8a96b1cf-2d57-45f4-bc79-280dd5603f99",
129
      "id": "8a96b1cf-2d57-45f4-bc79-280dd5603f99",
            
129
      "last_modified": "2024-11-19T14:41:58.353000",
130
      "last_modified": "2024-11-19T14:41:58.353000",
            
130
      "metadata_modified": "2024-11-19T14:41:58.788917",
131
      "metadata_modified": "2024-11-19T14:41:58.788917",
            
131
      "mimetype": "application/zip",
132
      "mimetype": "application/zip",
            
132
      "mimetype_inner": null,
133
      "mimetype_inner": null,
            
133
      "name": "Ailanthus_maxF1_Pts_strips_v2024.html.zip",
134
      "name": "Ailanthus_maxF1_Pts_strips_v2024.html.zip",
            
134
      "package_id": "1bf97970-cc9e-4101-aaf3-b47a3906e7a1",
135
      "package_id": "1bf97970-cc9e-4101-aaf3-b47a3906e7a1",
            
135
      "position": 1,
136
      "position": 1,
            
136
      "resource_size": "{\"size_value\":\"\",\"size_units\":\"\"}",
137
      "resource_size": "{\"size_value\":\"\",\"size_units\":\"\"}",
            
137
      "resource_type": null,
138
      "resource_type": null,
            
138
      "restricted": 
139
      "restricted": 
            
139
{\"level\":\"public\",\"allowed_users\":\"\",\"shared_secret\":\"\"}",
140
{\"level\":\"public\",\"allowed_users\":\"\",\"shared_secret\":\"\"}",
            
140
      "size": 18633094,
141
      "size": 18633094,
            
141
      "state": "active",
142
      "state": "active",
            
142
      "url": 
143
      "url": 
            
143
bc79-280dd5603f99/download/ailanthus_maxf1_pts_strips_v2024.html.zip",
144
bc79-280dd5603f99/download/ailanthus_maxf1_pts_strips_v2024.html.zip",
            
144
      "url_type": "upload"
145
      "url_type": "upload"
            
145
    },
146
    },
            
146
    {
147
    {
            
147
      "cache_last_updated": null,
148
      "cache_last_updated": null,
            
148
      "cache_url": null,
149
      "cache_url": null,
            
149
      "created": "2024-11-19T14:42:33.468878",
150
      "created": "2024-11-19T14:42:33.468878",
            
150
      "description": "Detected occurrences of Senecio inaequidens 
151
      "description": "Detected occurrences of Senecio inaequidens 
            
151
along highways on the Swiss Plateau. To reduce false-positives, only 
152
along highways on the Swiss Plateau. To reduce false-positives, only 
            
152
images in which the species was recognized in at least three of 16 
153
images in which the species was recognized in at least three of 16 
            
153
image tiles are considered as occurrences (Fig. 40 in the report). 
154
image tiles are considered as occurrences (Fig. 40 in the report). 
            
154
Image coordinates of the middle and side strips can be displayed 
155
Image coordinates of the middle and side strips can be displayed 
            
155
separately in the interactive map.",
156
separately in the interactive map.",
            
156
      "doi": "",
157
      "doi": "",
            
157
      "format": "ZIP",
158
      "format": "ZIP",
            
158
      "hash": "",
159
      "hash": "",
            
159
      "id": "0b6a46c9-53e5-4420-a77a-883b2e4ac351",
160
      "id": "0b6a46c9-53e5-4420-a77a-883b2e4ac351",
            
160
      "last_modified": "2024-11-19T14:44:30.889000",
161
      "last_modified": "2024-11-19T14:44:30.889000",
            
161
      "metadata_modified": "2024-11-19T14:44:31.275944",
162
      "metadata_modified": "2024-11-19T14:44:31.275944",
            
162
      "mimetype": "application/zip",
163
      "mimetype": "application/zip",
            
163
      "mimetype_inner": null,
164
      "mimetype_inner": null,
            
164
      "name": "Senecio_frame_min3_Pts_strips_v2024.html.zip",
165
      "name": "Senecio_frame_min3_Pts_strips_v2024.html.zip",
            
165
      "package_id": "1bf97970-cc9e-4101-aaf3-b47a3906e7a1",
166
      "package_id": "1bf97970-cc9e-4101-aaf3-b47a3906e7a1",
            
166
      "position": 2,
167
      "position": 2,
            
167
      "resource_size": "{\"size_value\":\"\",\"size_units\":\"\"}",
168
      "resource_size": "{\"size_value\":\"\",\"size_units\":\"\"}",
            
168
      "resource_type": null,
169
      "resource_type": null,
            
169
      "restricted": 
170
      "restricted": 
            
170
{\"level\":\"public\",\"allowed_users\":\"\",\"shared_secret\":\"\"}",
171
{\"level\":\"public\",\"allowed_users\":\"\",\"shared_secret\":\"\"}",
            
171
      "size": 21519085,
172
      "size": 21519085,
            
172
      "state": "active",
173
      "state": "active",
            
173
      "url": 
174
      "url": 
            
174
a-883b2e4ac351/download/senecio_frame_min3_pts_strips_v2024.html.zip",
175
a-883b2e4ac351/download/senecio_frame_min3_pts_strips_v2024.html.zip",
            
175
      "url_type": "upload"
176
      "url_type": "upload"
            
176
    },
177
    },
            
177
    {
178
    {
            
178
      "cache_last_updated": null,
179
      "cache_last_updated": null,
            
179
      "cache_url": null,
180
      "cache_url": null,
            
180
      "created": "2024-11-19T14:44:40.035684",
181
      "created": "2024-11-19T14:44:40.035684",
            
181
      "description": "Detected occurrences of Senecio inaequidens 
182
      "description": "Detected occurrences of Senecio inaequidens 
            
182
along highways on the Swiss Plateau. The number of image tiles in 
183
along highways on the Swiss Plateau. The number of image tiles in 
            
183
which the species was recognized is shown (Fig. 25 in the report). 
184
which the species was recognized is shown (Fig. 25 in the report). 
            
184
Image coordinates of the middle and side strips can be displayed 
185
Image coordinates of the middle and side strips can be displayed 
            
185
separately in the interactive map.\n",
186
separately in the interactive map.\n",
            
186
      "doi": "",
187
      "doi": "",
            
187
      "format": "ZIP",
188
      "format": "ZIP",
            
188
      "hash": "",
189
      "hash": "",
            
189
      "id": "ffd01a5d-4711-4bc7-b1fd-8afe0db89e50",
190
      "id": "ffd01a5d-4711-4bc7-b1fd-8afe0db89e50",
            
190
      "last_modified": "2024-11-19T14:46:07.975000",
191
      "last_modified": "2024-11-19T14:46:07.975000",
            
191
      "metadata_modified": "2024-11-19T14:46:08.372938",
192
      "metadata_modified": "2024-11-19T14:46:08.372938",
            
192
      "mimetype": "application/zip",
193
      "mimetype": "application/zip",
            
193
      "mimetype_inner": null,
194
      "mimetype_inner": null,
            
194
      "name": "Senecio_maxF1_Pts_strips_v2024.html.zip",
195
      "name": "Senecio_maxF1_Pts_strips_v2024.html.zip",
            
195
      "package_id": "1bf97970-cc9e-4101-aaf3-b47a3906e7a1",
196
      "package_id": "1bf97970-cc9e-4101-aaf3-b47a3906e7a1",
            
196
      "position": 3,
197
      "position": 3,
            
197
      "resource_size": "{\"size_value\":\"\",\"size_units\":\"\"}",
198
      "resource_size": "{\"size_value\":\"\",\"size_units\":\"\"}",
            
198
      "resource_type": null,
199
      "resource_type": null,
            
199
      "restricted": 
200
      "restricted": 
            
200
{\"level\":\"public\",\"allowed_users\":\"\",\"shared_secret\":\"\"}",
201
{\"level\":\"public\",\"allowed_users\":\"\",\"shared_secret\":\"\"}",
            
201
      "size": 24847774,
202
      "size": 24847774,
            
202
      "state": "active",
203
      "state": "active",
            
203
      "url": 
204
      "url": 
            
204
7-b1fd-8afe0db89e50/download/senecio_maxf1_pts_strips_v2024.html.zip",
205
7-b1fd-8afe0db89e50/download/senecio_maxf1_pts_strips_v2024.html.zip",
            
205
      "url_type": "upload"
206
      "url_type": "upload"
            
206
    }
207
    }
            
207
  ],
208
  ],
            
208
  "spatial": 
209
  "spatial": 
            
209
838],[10.49203,47.80838],[10.49203,45.81802],[5.95587,45.81802]]]}]}",
210
838],[10.49203,47.80838],[10.49203,45.81802],[5.95587,45.81802]]]}]}",
            
210
  "state": "active",
211
  "state": "active",
            
211
  "subtitle": "",
212
  "subtitle": "",
            
212
  "tags": [
213
  "tags": [
            
213
    {
214
    {
            
214
      "display_name": "ARTIFICIAL INTELLIGENCE",
215
      "display_name": "ARTIFICIAL INTELLIGENCE",
            
215
      "id": "839652f0-c9d6-46a1-a945-c951c0927c29",
216
      "id": "839652f0-c9d6-46a1-a945-c951c0927c29",
            
216
      "name": "ARTIFICIAL INTELLIGENCE",
217
      "name": "ARTIFICIAL INTELLIGENCE",
            
217
      "state": "active",
218
      "state": "active",
            
218
      "vocabulary_id": null
219
      "vocabulary_id": null
            
219
    },
220
    },
            
220
    {
221
    {
            
221
      "display_name": "AUTOMATIC DETECTION",
222
      "display_name": "AUTOMATIC DETECTION",
            
222
      "id": "d412fbb1-6a71-40b5-9727-ce6cdb0d6902",
223
      "id": "d412fbb1-6a71-40b5-9727-ce6cdb0d6902",
            
223
      "name": "AUTOMATIC DETECTION",
224
      "name": "AUTOMATIC DETECTION",
            
224
      "state": "active",
225
      "state": "active",
            
225
      "vocabulary_id": null
226
      "vocabulary_id": null
            
226
    },
227
    },
            
227
    {
228
    {
            
228
      "display_name": "BIOLOGICAL INVASIONS",
229
      "display_name": "BIOLOGICAL INVASIONS",
            
229
      "id": "ef71a931-8008-4596-adc3-7750c291a272",
230
      "id": "ef71a931-8008-4596-adc3-7750c291a272",
            
230
      "name": "BIOLOGICAL INVASIONS",
231
      "name": "BIOLOGICAL INVASIONS",
            
231
      "state": "active",
232
      "state": "active",
            
232
      "vocabulary_id": null
233
      "vocabulary_id": null
            
233
    },
234
    },
            
234
    {
235
    {
            
235
      "display_name": "COMPUTER VISION",
236
      "display_name": "COMPUTER VISION",
            
236
      "id": "d5a59f81-81d4-45a9-8bf5-ba553d02b425",
237
      "id": "d5a59f81-81d4-45a9-8bf5-ba553d02b425",
            
237
      "name": "COMPUTER VISION",
238
      "name": "COMPUTER VISION",
            
238
      "state": "active",
239
      "state": "active",
            
239
      "vocabulary_id": null
240
      "vocabulary_id": null
            
240
    },
241
    },
            
241
    {
242
    {
            
242
      "display_name": "INVASIVE SPECIES",
243
      "display_name": "INVASIVE SPECIES",
            
243
      "id": "d016b971-0c38-48f0-b9fc-ff0b69e7ce7c",
244
      "id": "d016b971-0c38-48f0-b9fc-ff0b69e7ce7c",
            
244
      "name": "INVASIVE SPECIES",
245
      "name": "INVASIVE SPECIES",
            
245
      "state": "active",
246
      "state": "active",
            
246
      "vocabulary_id": null
247
      "vocabulary_id": null
            
247
    },
248
    },
            
248
    {
249
    {
            
249
      "display_name": "PLANTS",
250
      "display_name": "PLANTS",
            
250
      "id": "bbb54897-475a-4ae4-930f-98d06b621f4a",
251
      "id": "bbb54897-475a-4ae4-930f-98d06b621f4a",
            
251
      "name": "PLANTS",
252
      "name": "PLANTS",
            
252
      "state": "active",
253
      "state": "active",
            
253
      "vocabulary_id": null
254
      "vocabulary_id": null
            
254
    }
255
    }
            
255
  ],
256
  ],
            
256
  "title": "Automated detection of invasive alien plants along 
257
  "title": "Automated detection of invasive alien plants along 
            
257
highways",
258
highways",
            
258
  "type": "dataset",
259
  "type": "dataset",
            
259
  "url": null
260
  "url": null
            
260
}
261
}