Changes
On April 6, 2023 at 5:39:59 AM UTC, kennedysenagi:
-
Added resource Published article to Desert Locust (Schistocerca gregaria) Invasion Risk and Vegetation Damage in a Key Upsurge Area
f | 1 | { | f | 1 | { |
2 | "acknowledgement": "The authors gratefully acknowledge the financial | 2 | "acknowledgement": "The authors gratefully acknowledge the financial | ||
3 | support for this research by the following organizations and agencies: | 3 | support for this research by the following organizations and agencies: | ||
4 | the Swedish International Development Cooperation Agency (Sida); the | 4 | the Swedish International Development Cooperation Agency (Sida); the | ||
5 | Swiss Agency for Development and Cooperation (SDC); the Australian | 5 | Swiss Agency for Development and Cooperation (SDC); the Australian | ||
6 | Centre for International Agricultural Research (ACIAR); the Federal | 6 | Centre for International Agricultural Research (ACIAR); the Federal | ||
7 | Democratic Republic of Ethiopia; and the Government of the Republic of | 7 | Democratic Republic of Ethiopia; and the Government of the Republic of | ||
8 | Kenya. The views expressed herein do not necessarily reflect the | 8 | Kenya. The views expressed herein do not necessarily reflect the | ||
9 | official opinion of the donors.\u00a0\u00a0", | 9 | official opinion of the donors.\u00a0\u00a0", | ||
10 | "administrative_areas": "Turkana county", | 10 | "administrative_areas": "Turkana county", | ||
11 | "author": null, | 11 | "author": null, | ||
12 | "author_email": null, | 12 | "author_email": null, | ||
13 | "citation_narrative": "Mongare, R.; Abdel-Rahman, E.M.; Mudereri, | 13 | "citation_narrative": "Mongare, R.; Abdel-Rahman, E.M.; Mudereri, | ||
14 | B.T.; Kimathi, E.; Onywere, S.; Tonnang, H.E.Z. Desert Locust | 14 | B.T.; Kimathi, E.; Onywere, S.; Tonnang, H.E.Z. Desert Locust | ||
15 | (Schistocerca gregaria) Invasion Risk and Vegetation Damage in a Key | 15 | (Schistocerca gregaria) Invasion Risk and Vegetation Damage in a Key | ||
16 | Upsurge Area. Earth 2023, 4, 187-208. | 16 | Upsurge Area. Earth 2023, 4, 187-208. | ||
17 | https://doi.org/10.3390/earth4020010", | 17 | https://doi.org/10.3390/earth4020010", | ||
18 | "collaborators": "[{\"collaborator\": \"Raphael Mongare\"}, | 18 | "collaborators": "[{\"collaborator\": \"Raphael Mongare\"}, | ||
19 | {\"collaborator\": \"Elfatih M. Abdel-Rahman\"}, {\"collaborator\": | 19 | {\"collaborator\": \"Elfatih M. Abdel-Rahman\"}, {\"collaborator\": | ||
20 | \"Bester Tawona Mudereri\"}, {\"collaborator\": \"Emily Kimathi\"}, | 20 | \"Bester Tawona Mudereri\"}, {\"collaborator\": \"Emily Kimathi\"}, | ||
21 | {\"collaborator\": \"Simon Onywere\"}, {\"collaborator\": \"Henri E. | 21 | {\"collaborator\": \"Simon Onywere\"}, {\"collaborator\": \"Henri E. | ||
22 | Z. Tonnang\"}]", | 22 | Z. Tonnang\"}]", | ||
23 | "contact_person": "Elfatih Abdel-Rahman", | 23 | "contact_person": "Elfatih Abdel-Rahman", | ||
24 | "contact_person_email": "eabdel-rahman@icipe.org", | 24 | "contact_person_email": "eabdel-rahman@icipe.org", | ||
25 | "country": "[{\"country\": \"KE\"}]", | 25 | "country": "[{\"country\": \"KE\"}]", | ||
26 | "creator_user_id": "f09ec764-fe3c-4069-850b-f968ff0c20bb", | 26 | "creator_user_id": "f09ec764-fe3c-4069-850b-f968ff0c20bb", | ||
27 | "date_uploaded": "2023-03-28", | 27 | "date_uploaded": "2023-03-28", | ||
28 | "donor": "icipe", | 28 | "donor": "icipe", | ||
29 | "end_date": "2021-08-31", | 29 | "end_date": "2021-08-31", | ||
30 | "groups": [ | 30 | "groups": [ | ||
31 | { | 31 | { | ||
32 | "description": "", | 32 | "description": "", | ||
33 | "display_name": "Data Management, Modelling and | 33 | "display_name": "Data Management, Modelling and | ||
34 | Geo-Information", | 34 | Geo-Information", | ||
35 | "id": "402f10b7-cabb-4c53-a1b2-eaca80945dbb", | 35 | "id": "402f10b7-cabb-4c53-a1b2-eaca80945dbb", | ||
36 | "image_display_url": | 36 | "image_display_url": | ||
37 | .icipe.org/dataportal/uploads/group/2022-05-17-140047.712089dmmg.jpg", | 37 | .icipe.org/dataportal/uploads/group/2022-05-17-140047.712089dmmg.jpg", | ||
38 | "name": "data-management-modelling-and-geo-information", | 38 | "name": "data-management-modelling-and-geo-information", | ||
39 | "title": "Data Management, Modelling and Geo-Information" | 39 | "title": "Data Management, Modelling and Geo-Information" | ||
40 | } | 40 | } | ||
41 | ], | 41 | ], | ||
42 | "id": "10038c14-f527-43b3-a651-6008687c59c6", | 42 | "id": "10038c14-f527-43b3-a651-6008687c59c6", | ||
43 | "isopen": false, | 43 | "isopen": false, | ||
44 | "license_id": "cc-nc", | 44 | "license_id": "cc-nc", | ||
45 | "license_title": "Creative Commons Non-Commercial (Any)", | 45 | "license_title": "Creative Commons Non-Commercial (Any)", | ||
46 | "license_url": "http://creativecommons.org/licenses/by-nc/2.0/", | 46 | "license_url": "http://creativecommons.org/licenses/by-nc/2.0/", | ||
47 | "maintainer": "Kennedy Senagi", | 47 | "maintainer": "Kennedy Senagi", | ||
48 | "maintainer_email": "ksenagi@icipe.org", | 48 | "maintainer_email": "ksenagi@icipe.org", | ||
49 | "metadata_created": "2023-03-27T10:59:12.922326", | 49 | "metadata_created": "2023-03-27T10:59:12.922326", | ||
n | 50 | "metadata_modified": "2023-04-06T05:38:18.499754", | n | 50 | "metadata_modified": "2023-04-06T05:39:59.427826", |
51 | "name": | 51 | "name": | ||
52 | esert-locust-invasion-risk-and-vegetation-damage-in-key-upsurge-area", | 52 | esert-locust-invasion-risk-and-vegetation-damage-in-key-upsurge-area", | ||
53 | "notes": "In the recent past, the Horn of Africa witnessed an | 53 | "notes": "In the recent past, the Horn of Africa witnessed an | ||
54 | upsurge in the desert locust (Schistocerca gregaria) invasion. This | 54 | upsurge in the desert locust (Schistocerca gregaria) invasion. This | ||
55 | has raised major concerns over the massive food insecurity, | 55 | has raised major concerns over the massive food insecurity, | ||
56 | socioeconomic impacts, and livelihood losses caused by these recurring | 56 | socioeconomic impacts, and livelihood losses caused by these recurring | ||
57 | invasions. This study determined the potential vegetation damage due | 57 | invasions. This study determined the potential vegetation damage due | ||
58 | to desert locusts (DLs) and predicted the suitable habitat at high | 58 | to desert locusts (DLs) and predicted the suitable habitat at high | ||
59 | risk of invasion by the DLs using current and future climate change | 59 | risk of invasion by the DLs using current and future climate change | ||
60 | scenarios in Kenya. The normalized difference vegetation index (NDVI) | 60 | scenarios in Kenya. The normalized difference vegetation index (NDVI) | ||
61 | for the period 2018\u20132020 was computed using multi-date Sentinel-2 | 61 | for the period 2018\u20132020 was computed using multi-date Sentinel-2 | ||
62 | imagery in the Google Earth Engine platform. This was performed to | 62 | imagery in the Google Earth Engine platform. This was performed to | ||
63 | assess the vegetation changes that occurred between May and July of | 63 | assess the vegetation changes that occurred between May and July of | ||
64 | the year 2020 when northern Kenya was the hotspot of the DL upsurge. | 64 | the year 2020 when northern Kenya was the hotspot of the DL upsurge. | ||
65 | The maximum entropy (MaxEnt) algorithm was used together with 646 DL | 65 | The maximum entropy (MaxEnt) algorithm was used together with 646 DL | ||
66 | occurrence records and six bioclimatic variables to predict DL habitat | 66 | occurrence records and six bioclimatic variables to predict DL habitat | ||
67 | suitability. The current (2020) and two future climatic scenarios for | 67 | suitability. The current (2020) and two future climatic scenarios for | ||
68 | the shared socioeconomic pathways SSP2-4.5 and SSP5-8.5 from the model | 68 | the shared socioeconomic pathways SSP2-4.5 and SSP5-8.5 from the model | ||
69 | for interdisciplinary research on climate (MIROC6) were utilized to | 69 | for interdisciplinary research on climate (MIROC6) were utilized to | ||
70 | predict the future potential distribution of DLs for the year 2030 | 70 | predict the future potential distribution of DLs for the year 2030 | ||
71 | (average for 2021\u20132040). Using Turkana County as a case, the NDVI | 71 | (average for 2021\u20132040). Using Turkana County as a case, the NDVI | ||
72 | analysis indicated the highest vegetation damage between May and July | 72 | analysis indicated the highest vegetation damage between May and July | ||
73 | 2020. The MaxEnt model produced an area under the curve (AUC) value of | 73 | 2020. The MaxEnt model produced an area under the curve (AUC) value of | ||
74 | 0.87 and a true skill statistic (TSS) of 0.61, while temperature | 74 | 0.87 and a true skill statistic (TSS) of 0.61, while temperature | ||
75 | seasonality (Bio4), mean diurnal range (Bio2), and precipitation of | 75 | seasonality (Bio4), mean diurnal range (Bio2), and precipitation of | ||
76 | the warmest quarter (Bio18) were the most important bioclimatic | 76 | the warmest quarter (Bio18) were the most important bioclimatic | ||
77 | variables in predicting the DL invasion suitability. Further analysis | 77 | variables in predicting the DL invasion suitability. Further analysis | ||
78 | demonstrated that currently 27% of the total area in Turkana County is | 78 | demonstrated that currently 27% of the total area in Turkana County is | ||
79 | highly suitable for DL invasion, and the habitat coverage is predicted | 79 | highly suitable for DL invasion, and the habitat coverage is predicted | ||
80 | to potentially decrease to 20% in the future using the worst-case | 80 | to potentially decrease to 20% in the future using the worst-case | ||
81 | climate change scenario (SSP5-8.5). These results have demonstrated | 81 | climate change scenario (SSP5-8.5). These results have demonstrated | ||
82 | the potential of remotely sensed data to pinpoint the magnitude and | 82 | the potential of remotely sensed data to pinpoint the magnitude and | ||
83 | location of vegetation damage caused by the DLs and the potential | 83 | location of vegetation damage caused by the DLs and the potential | ||
84 | future risk of invasion in the region due to the available favorable | 84 | future risk of invasion in the region due to the available favorable | ||
85 | vegetational and climatic conditions. This study provides a scalable | 85 | vegetational and climatic conditions. This study provides a scalable | ||
86 | approach as well as baseline information useful for surveillance, | 86 | approach as well as baseline information useful for surveillance, | ||
87 | development of control programs, and monitoring of DL invasions at | 87 | development of control programs, and monitoring of DL invasions at | ||
88 | local and regional scales.", | 88 | local and regional scales.", | ||
n | 89 | "num_resources": 4, | n | 89 | "num_resources": 5, |
90 | "num_tags": 7, | 90 | "num_tags": 7, | ||
91 | "organization": { | 91 | "organization": { | ||
92 | "approval_status": "approved", | 92 | "approval_status": "approved", | ||
93 | "created": "2022-05-17T13:51:43.824504", | 93 | "created": "2022-05-17T13:51:43.824504", | ||
94 | "description": "", | 94 | "description": "", | ||
95 | "id": "b3f6f7ff-df08-49a0-8959-dc1444685c2f", | 95 | "id": "b3f6f7ff-df08-49a0-8959-dc1444685c2f", | ||
96 | "image_url": "2022-05-17-135143.809085plant.jpeg", | 96 | "image_url": "2022-05-17-135143.809085plant.jpeg", | ||
97 | "is_organization": true, | 97 | "is_organization": true, | ||
98 | "name": "plant-health", | 98 | "name": "plant-health", | ||
99 | "state": "active", | 99 | "state": "active", | ||
100 | "title": "Plant Health", | 100 | "title": "Plant Health", | ||
101 | "type": "organization" | 101 | "type": "organization" | ||
102 | }, | 102 | }, | ||
103 | "owner_org": "b3f6f7ff-df08-49a0-8959-dc1444685c2f", | 103 | "owner_org": "b3f6f7ff-df08-49a0-8959-dc1444685c2f", | ||
104 | "principal_investigator": "Elfatih Abdel-Rahman", | 104 | "principal_investigator": "Elfatih Abdel-Rahman", | ||
105 | "principal_investigator_email": "eabdel-rahman@icipe.org", | 105 | "principal_investigator_email": "eabdel-rahman@icipe.org", | ||
106 | "private": false, | 106 | "private": false, | ||
107 | "region": "East Africa", | 107 | "region": "East Africa", | ||
108 | "relationships_as_object": [], | 108 | "relationships_as_object": [], | ||
109 | "relationships_as_subject": [], | 109 | "relationships_as_subject": [], | ||
110 | "resources": [ | 110 | "resources": [ | ||
111 | { | 111 | { | ||
112 | "cache_last_updated": null, | 112 | "cache_last_updated": null, | ||
113 | "cache_url": null, | 113 | "cache_url": null, | ||
114 | "created": "2023-03-28T09:05:01.054628", | 114 | "created": "2023-03-28T09:05:01.054628", | ||
115 | "date_last_updated": "2023-03-28", | 115 | "date_last_updated": "2023-03-28", | ||
116 | "date_uploaded_resource": "2023-03-28", | 116 | "date_uploaded_resource": "2023-03-28", | ||
117 | "description": "", | 117 | "description": "", | ||
118 | "format": "CSV", | 118 | "format": "CSV", | ||
119 | "hash": "", | 119 | "hash": "", | ||
120 | "id": "8948ef15-1e48-486d-90e0-7c09d999aa6b", | 120 | "id": "8948ef15-1e48-486d-90e0-7c09d999aa6b", | ||
121 | "last_modified": "2023-03-28T09:05:00.997555", | 121 | "last_modified": "2023-03-28T09:05:00.997555", | ||
122 | "metadata_modified": "2023-03-28T09:05:01.021924", | 122 | "metadata_modified": "2023-03-28T09:05:01.021924", | ||
123 | "mimetype": "text/csv", | 123 | "mimetype": "text/csv", | ||
124 | "mimetype_inner": null, | 124 | "mimetype_inner": null, | ||
125 | "name": "Metadata", | 125 | "name": "Metadata", | ||
126 | "package_id": "10038c14-f527-43b3-a651-6008687c59c6", | 126 | "package_id": "10038c14-f527-43b3-a651-6008687c59c6", | ||
127 | "position": 0, | 127 | "position": 0, | ||
128 | "resource_type": null, | 128 | "resource_type": null, | ||
129 | "restricted": "{\"allowed_users\": \"\", \"level\": | 129 | "restricted": "{\"allowed_users\": \"\", \"level\": | ||
130 | \"public\"}", | 130 | \"public\"}", | ||
131 | "size": 1357, | 131 | "size": 1357, | ||
132 | "state": "active", | 132 | "state": "active", | ||
133 | "url": | 133 | "url": | ||
134 | /resource/8948ef15-1e48-486d-90e0-7c09d999aa6b/download/metadata.csv", | 134 | /resource/8948ef15-1e48-486d-90e0-7c09d999aa6b/download/metadata.csv", | ||
135 | "url_type": "upload" | 135 | "url_type": "upload" | ||
136 | }, | 136 | }, | ||
137 | { | 137 | { | ||
138 | "cache_last_updated": null, | 138 | "cache_last_updated": null, | ||
139 | "cache_url": null, | 139 | "cache_url": null, | ||
140 | "created": "2023-03-28T09:05:32.754184", | 140 | "created": "2023-03-28T09:05:32.754184", | ||
141 | "date_last_updated": "2023-03-28", | 141 | "date_last_updated": "2023-03-28", | ||
142 | "date_uploaded_resource": "2023-03-28", | 142 | "date_uploaded_resource": "2023-03-28", | ||
143 | "description": "", | 143 | "description": "", | ||
144 | "format": "CSV", | 144 | "format": "CSV", | ||
145 | "hash": "", | 145 | "hash": "", | ||
146 | "id": "1c54d691-8d40-488f-9a30-1be3a371df64", | 146 | "id": "1c54d691-8d40-488f-9a30-1be3a371df64", | ||
147 | "last_modified": "2023-03-28T09:05:32.703928", | 147 | "last_modified": "2023-03-28T09:05:32.703928", | ||
148 | "metadata_modified": "2023-03-28T09:05:32.726809", | 148 | "metadata_modified": "2023-03-28T09:05:32.726809", | ||
149 | "mimetype": "text/csv", | 149 | "mimetype": "text/csv", | ||
150 | "mimetype_inner": null, | 150 | "mimetype_inner": null, | ||
151 | "name": "Raw data", | 151 | "name": "Raw data", | ||
152 | "package_id": "10038c14-f527-43b3-a651-6008687c59c6", | 152 | "package_id": "10038c14-f527-43b3-a651-6008687c59c6", | ||
153 | "position": 1, | 153 | "position": 1, | ||
154 | "resource_type": null, | 154 | "resource_type": null, | ||
155 | "restricted": "{\"allowed_users\": \"\", \"level\": | 155 | "restricted": "{\"allowed_users\": \"\", \"level\": | ||
156 | \"public\"}", | 156 | \"public\"}", | ||
157 | "size": 133115, | 157 | "size": 133115, | ||
158 | "state": "active", | 158 | "state": "active", | ||
159 | "url": | 159 | "url": | ||
160 | 6/resource/1c54d691-8d40-488f-9a30-1be3a371df64/download/rawdata.csv", | 160 | 6/resource/1c54d691-8d40-488f-9a30-1be3a371df64/download/rawdata.csv", | ||
161 | "url_type": "upload" | 161 | "url_type": "upload" | ||
162 | }, | 162 | }, | ||
163 | { | 163 | { | ||
164 | "cache_last_updated": null, | 164 | "cache_last_updated": null, | ||
165 | "cache_url": null, | 165 | "cache_url": null, | ||
166 | "created": "2023-03-28T09:06:00.944411", | 166 | "created": "2023-03-28T09:06:00.944411", | ||
167 | "date_last_updated": "2023-03-28", | 167 | "date_last_updated": "2023-03-28", | ||
168 | "date_uploaded_resource": "2023-03-28", | 168 | "date_uploaded_resource": "2023-03-28", | ||
169 | "description": "", | 169 | "description": "", | ||
170 | "format": "CSV", | 170 | "format": "CSV", | ||
171 | "hash": "", | 171 | "hash": "", | ||
172 | "id": "81bfa427-c1d0-43dc-bd51-cf33cc8f9cd9", | 172 | "id": "81bfa427-c1d0-43dc-bd51-cf33cc8f9cd9", | ||
173 | "last_modified": "2023-03-28T09:06:00.894958", | 173 | "last_modified": "2023-03-28T09:06:00.894958", | ||
174 | "metadata_modified": "2023-03-28T09:06:00.918413", | 174 | "metadata_modified": "2023-03-28T09:06:00.918413", | ||
175 | "mimetype": "text/csv", | 175 | "mimetype": "text/csv", | ||
176 | "mimetype_inner": null, | 176 | "mimetype_inner": null, | ||
177 | "name": "Clean data", | 177 | "name": "Clean data", | ||
178 | "package_id": "10038c14-f527-43b3-a651-6008687c59c6", | 178 | "package_id": "10038c14-f527-43b3-a651-6008687c59c6", | ||
179 | "position": 2, | 179 | "position": 2, | ||
180 | "resource_type": null, | 180 | "resource_type": null, | ||
181 | "restricted": "{\"allowed_users\": \"\", \"level\": | 181 | "restricted": "{\"allowed_users\": \"\", \"level\": | ||
182 | \"public\"}", | 182 | \"public\"}", | ||
183 | "size": 64891, | 183 | "size": 64891, | ||
184 | "state": "active", | 184 | "state": "active", | ||
185 | "url": | 185 | "url": | ||
186 | resource/81bfa427-c1d0-43dc-bd51-cf33cc8f9cd9/download/cleandata.csv", | 186 | resource/81bfa427-c1d0-43dc-bd51-cf33cc8f9cd9/download/cleandata.csv", | ||
187 | "url_type": "upload" | 187 | "url_type": "upload" | ||
188 | }, | 188 | }, | ||
189 | { | 189 | { | ||
190 | "cache_last_updated": null, | 190 | "cache_last_updated": null, | ||
191 | "cache_url": null, | 191 | "cache_url": null, | ||
192 | "created": "2023-03-27T11:00:17.682090", | 192 | "created": "2023-03-27T11:00:17.682090", | ||
193 | "description": "", | 193 | "description": "", | ||
194 | "format": "", | 194 | "format": "", | ||
195 | "hash": "", | 195 | "hash": "", | ||
196 | "id": "198a224e-9fd6-4fc4-a7bf-41182e55d92b", | 196 | "id": "198a224e-9fd6-4fc4-a7bf-41182e55d92b", | ||
197 | "last_modified": null, | 197 | "last_modified": null, | ||
n | 198 | "metadata_modified": "2023-03-28T09:26:39.866963", | n | 198 | "metadata_modified": "2023-04-06T05:39:59.434067", |
199 | "mimetype": null, | 199 | "mimetype": null, | ||
200 | "mimetype_inner": null, | 200 | "mimetype_inner": null, | ||
201 | "name": "Scripts", | 201 | "name": "Scripts", | ||
202 | "package_id": "10038c14-f527-43b3-a651-6008687c59c6", | 202 | "package_id": "10038c14-f527-43b3-a651-6008687c59c6", | ||
203 | "position": 3, | 203 | "position": 3, | ||
204 | "resource_type": null, | 204 | "resource_type": null, | ||
205 | "restricted": "{\"allowed_users\": \"\", \"level\": | 205 | "restricted": "{\"allowed_users\": \"\", \"level\": | ||
206 | \"public\"}", | 206 | \"public\"}", | ||
207 | "size": null, | 207 | "size": null, | ||
208 | "state": "active", | 208 | "state": "active", | ||
209 | "url": | 209 | "url": | ||
210 | sert-Locust-Invasion-Risk-and-Vegetation-Damage-in-Key-Upsurge-Areas", | 210 | sert-Locust-Invasion-Risk-and-Vegetation-Damage-in-Key-Upsurge-Areas", | ||
211 | "url_type": "" | 211 | "url_type": "" | ||
t | t | 212 | }, | ||
213 | { | ||||
214 | "cache_last_updated": null, | ||||
215 | "cache_url": null, | ||||
216 | "created": "2023-04-06T05:39:59.468217", | ||||
217 | "date_last_updated": "2023-04-06", | ||||
218 | "date_uploaded_resource": "2023-04-06", | ||||
219 | "description": "", | ||||
220 | "format": "HTML", | ||||
221 | "hash": "", | ||||
222 | "id": "0b624319-cb32-4455-80a7-666c8b9f298f", | ||||
223 | "last_modified": null, | ||||
224 | "metadata_modified": "2023-04-06T05:39:59.434298", | ||||
225 | "mimetype": null, | ||||
226 | "mimetype_inner": null, | ||||
227 | "name": "Published article", | ||||
228 | "package_id": "10038c14-f527-43b3-a651-6008687c59c6", | ||||
229 | "position": 4, | ||||
230 | "resource_type": null, | ||||
231 | "restricted": "{\"allowed_users\": \"\", \"level\": | ||||
232 | \"public\"}", | ||||
233 | "size": null, | ||||
234 | "state": "active", | ||||
235 | "url": "https://doi.org/10.3390/earth4020010", | ||||
236 | "url_type": null | ||||
212 | } | 237 | } | ||
213 | ], | 238 | ], | ||
214 | "start_date": "2021-01-01", | 239 | "start_date": "2021-01-01", | ||
215 | "state": "active", | 240 | "state": "active", | ||
216 | "tags": [ | 241 | "tags": [ | ||
217 | { | 242 | { | ||
218 | "display_name": "Food security", | 243 | "display_name": "Food security", | ||
219 | "id": "4c9ace73-7e9a-4220-bd8b-aa2a05e317fa", | 244 | "id": "4c9ace73-7e9a-4220-bd8b-aa2a05e317fa", | ||
220 | "name": "Food security", | 245 | "name": "Food security", | ||
221 | "state": "active", | 246 | "state": "active", | ||
222 | "vocabulary_id": null | 247 | "vocabulary_id": null | ||
223 | }, | 248 | }, | ||
224 | { | 249 | { | ||
225 | "display_name": "Kenya", | 250 | "display_name": "Kenya", | ||
226 | "id": "4086c084-678a-4a28-81e3-accaff93fdd2", | 251 | "id": "4086c084-678a-4a28-81e3-accaff93fdd2", | ||
227 | "name": "Kenya", | 252 | "name": "Kenya", | ||
228 | "state": "active", | 253 | "state": "active", | ||
229 | "vocabulary_id": null | 254 | "vocabulary_id": null | ||
230 | }, | 255 | }, | ||
231 | { | 256 | { | ||
232 | "display_name": "MaxEnt", | 257 | "display_name": "MaxEnt", | ||
233 | "id": "b2bceb37-a4ca-4bf6-9ad5-d6853d4faf10", | 258 | "id": "b2bceb37-a4ca-4bf6-9ad5-d6853d4faf10", | ||
234 | "name": "MaxEnt", | 259 | "name": "MaxEnt", | ||
235 | "state": "active", | 260 | "state": "active", | ||
236 | "vocabulary_id": null | 261 | "vocabulary_id": null | ||
237 | }, | 262 | }, | ||
238 | { | 263 | { | ||
239 | "display_name": "Sentinel-2", | 264 | "display_name": "Sentinel-2", | ||
240 | "id": "7ac7ac42-9670-4422-8d65-abdcb8cfffd6", | 265 | "id": "7ac7ac42-9670-4422-8d65-abdcb8cfffd6", | ||
241 | "name": "Sentinel-2", | 266 | "name": "Sentinel-2", | ||
242 | "state": "active", | 267 | "state": "active", | ||
243 | "vocabulary_id": null | 268 | "vocabulary_id": null | ||
244 | }, | 269 | }, | ||
245 | { | 270 | { | ||
246 | "display_name": "insect pest upsurge", | 271 | "display_name": "insect pest upsurge", | ||
247 | "id": "c333f254-1978-4b99-a99f-665b69f2267d", | 272 | "id": "c333f254-1978-4b99-a99f-665b69f2267d", | ||
248 | "name": "insect pest upsurge", | 273 | "name": "insect pest upsurge", | ||
249 | "state": "active", | 274 | "state": "active", | ||
250 | "vocabulary_id": null | 275 | "vocabulary_id": null | ||
251 | }, | 276 | }, | ||
252 | { | 277 | { | ||
253 | "display_name": "species distribution model", | 278 | "display_name": "species distribution model", | ||
254 | "id": "b5ef492c-b6c6-48ab-93d1-5bf562e5b45f", | 279 | "id": "b5ef492c-b6c6-48ab-93d1-5bf562e5b45f", | ||
255 | "name": "species distribution model", | 280 | "name": "species distribution model", | ||
256 | "state": "active", | 281 | "state": "active", | ||
257 | "vocabulary_id": null | 282 | "vocabulary_id": null | ||
258 | }, | 283 | }, | ||
259 | { | 284 | { | ||
260 | "display_name": "vegetation index", | 285 | "display_name": "vegetation index", | ||
261 | "id": "d1d49155-af99-46af-8d2d-534c477aa513", | 286 | "id": "d1d49155-af99-46af-8d2d-534c477aa513", | ||
262 | "name": "vegetation index", | 287 | "name": "vegetation index", | ||
263 | "state": "active", | 288 | "state": "active", | ||
264 | "vocabulary_id": null | 289 | "vocabulary_id": null | ||
265 | } | 290 | } | ||
266 | ], | 291 | ], | ||
267 | "third_party": "yes", | 292 | "third_party": "yes", | ||
268 | "title": "Desert Locust (Schistocerca gregaria) Invasion Risk and | 293 | "title": "Desert Locust (Schistocerca gregaria) Invasion Risk and | ||
269 | Vegetation Damage in a Key Upsurge Area", | 294 | Vegetation Damage in a Key Upsurge Area", | ||
270 | "type": "dataset", | 295 | "type": "dataset", | ||
271 | "url": null, | 296 | "url": null, | ||
272 | "version": null | 297 | "version": null | ||
273 | } | 298 | } |