Changes

              
    

          
          
        
        

            
f
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{
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{
            
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  "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
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  "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
            
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
            
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\"validation\", \"curation\", \"software\", \"publication\"], 
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\"validation\", \"curation\", \"software\", \"publication\"], 
            
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\"email\": \"dominique.weber@wsl.ch\", \"given_name\": \"Dominique\", 
5
\"email\": \"dominique.weber@wsl.ch\", \"given_name\": \"Dominique\", 
            
6
\"identifier\": \"0000-0002-0402-9682\", \"name\": \"Weber\"}, 
6
\"identifier\": \"0000-0002-0402-9682\", \"name\": \"Weber\"}, 
            
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{\"affiliation\": \"Johann Heinrich von Th\\u00fcnen-Institut\", 
7
{\"affiliation\": \"Johann Heinrich von Th\\u00fcnen-Institut\", 
            
8
\"affiliation_02\": \"Humboldt-Universit\\u00e4t zu Berlin\", 
8
\"affiliation_02\": \"Humboldt-Universit\\u00e4t zu Berlin\", 
            
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
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\"affiliation_03\": \"\", \"data_credit\": [\"collection\", 
            
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\"validation\", \"curation\", \"software\", \"publication\"], 
10
\"validation\", \"curation\", \"software\", \"publication\"], 
            
11
\"email\": \"marcel.schwieder@thuenen.de\", \"given_name\": 
11
\"email\": \"marcel.schwieder@thuenen.de\", \"given_name\": 
            
12
\"Marcel\", \"identifier\": \"0000-0003-2103-8828\", \"name\": 
12
\"Marcel\", \"identifier\": \"0000-0003-2103-8828\", \"name\": 
            
13
\"Schwieder\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
13
\"Schwieder\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
            
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\"affiliation_03\": \"\", \"data_credit\": [\"validation\", 
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\"affiliation_03\": \"\", \"data_credit\": [\"validation\", 
            
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\"software\", \"publication\"], \"email\": 
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\"software\", \"publication\"], \"email\": 
            
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\"lukas.ritter@hotmail.com\", \"given_name\": \"Lukas\", 
16
\"lukas.ritter@hotmail.com\", \"given_name\": \"Lukas\", 
            
17
\"identifier\": \"\", \"name\": \"Ritter\"}, {\"affiliation\": 
17
\"identifier\": \"\", \"name\": \"Ritter\"}, {\"affiliation\": 
            
18
\"WSL\", \"affiliation_02\": \"UZH\", \"affiliation_03\": \"\", 
18
\"WSL\", \"affiliation_02\": \"UZH\", \"affiliation_03\": \"\", 
            
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\"data_credit\": [\"collection\", \"curation\", \"software\", 
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\"data_credit\": [\"collection\", \"curation\", \"software\", 
            
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\"publication\"], \"email\": \"tiziana.koch@wsl.ch\", \"given_name\": 
20
\"publication\"], \"email\": \"tiziana.koch@wsl.ch\", \"given_name\": 
            
21
\"Tiziana\", \"identifier\": \"\", \"name\": \"Koch\"}, 
21
\"Tiziana\", \"identifier\": \"\", \"name\": \"Koch\"}, 
            
22
{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
22
{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
            
23
\"affiliation_03\": \"\", \"data_credit\": \"publication\", \"email\": 
23
\"affiliation_03\": \"\", \"data_credit\": \"publication\", \"email\": 
            
24
\"achilleas.psomas@wsl.ch\", \"given_name\": \"Achilleas\", 
24
\"achilleas.psomas@wsl.ch\", \"given_name\": \"Achilleas\", 
            
25
\"identifier\": \"\", \"name\": \"Psomas\"}, {\"affiliation\": 
25
\"identifier\": \"\", \"name\": \"Psomas\"}, {\"affiliation\": 
            
26
\"WSL\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", 
26
\"WSL\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", 
            
27
\"data_credit\": [\"collection\", \"publication\"], \"email\": 
27
\"data_credit\": [\"collection\", \"publication\"], \"email\": 
            
28
\"nica.huber@wsl.ch\", \"given_name\": \"Nica\", \"identifier\": 
28
\"nica.huber@wsl.ch\", \"given_name\": \"Nica\", \"identifier\": 
            
29
\"0000-0001-5427-6836\", \"name\": \"Huber\"}, {\"affiliation\": 
29
\"0000-0001-5427-6836\", \"name\": \"Huber\"}, {\"affiliation\": 
            
30
\"Remote Sensing, Landscape Change Science, Swiss Federal Institute 
30
\"Remote Sensing, Landscape Change Science, Swiss Federal Institute 
            
31
for Forest, Snow and Landscape Research WSL, 8903 Birmensdorf, 
31
for Forest, Snow and Landscape Research WSL, 8903 Birmensdorf, 
            
32
Switzerland\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", 
32
Switzerland\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", 
            
33
\"data_credit\": [\"publication\", \"supervision\"], \"email\": 
33
\"data_credit\": [\"publication\", \"supervision\"], \"email\": 
            
34
\"christian.ginzler@wsl.ch\", \"given_name\": \"Christian\", 
34
\"christian.ginzler@wsl.ch\", \"given_name\": \"Christian\", 
            
35
\"identifier\": \"0000-0001-6365-2151\", \"name\": \"Ginzler\"}, 
35
\"identifier\": \"0000-0001-6365-2151\", \"name\": \"Ginzler\"}, 
            
36
{\"affiliation\": \"WSL Swiss Federal Research Institute, Birmensdorf, 
36
{\"affiliation\": \"WSL Swiss Federal Research Institute, Birmensdorf, 
            
37
Switzerland\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", 
37
Switzerland\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", 
            
38
\"data_credit\": [\"publication\", \"supervision\"], \"email\": 
38
\"data_credit\": [\"publication\", \"supervision\"], \"email\": 
            
39
\"steffen.boch@wsl.ch\", \"given_name\": \"Steffen\", \"identifier\": 
39
\"steffen.boch@wsl.ch\", \"given_name\": \"Steffen\", \"identifier\": 
            
40
\"0000-0003-2814-5343\", \"name\": \"Boch\"}]",
40
\"0000-0003-2814-5343\", \"name\": \"Boch\"}]",
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "5db05298-9041-4bd9-a071-58aba8c58c20",
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  "creator_user_id": "5db05298-9041-4bd9-a071-58aba8c58c20",
            
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  "date": "[{\"date\": \"2018-01-01\", \"date_type\": \"collected\", 
43
  "date": "[{\"date\": \"2018-01-01\", \"date_type\": \"collected\", 
            
44
\"end_date\": \"2021-12-31\"}]",
44
\"end_date\": \"2021-12-31\"}]",
            
45
  "doi": "10.16904/envidat.428",
45
  "doi": "10.16904/envidat.428",
            
46
  "funding": "[{\"grant_number\": \"\", \"institution\": \"WSL\", 
46
  "funding": "[{\"grant_number\": \"\", \"institution\": \"WSL\", 
            
47
\"institution_url\": \"\"}, {\"grant_number\": \"\", \"institution\": 
47
\"institution_url\": \"\"}, {\"grant_number\": \"\", \"institution\": 
            
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\"FOEN\", \"institution_url\": \"\"}]",
48
\"FOEN\", \"institution_url\": \"\"}]",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "889019e0-7c66-406c-a061-b2e4ab96e5ad",
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  "id": "889019e0-7c66-406c-a061-b2e4ab96e5ad",
            
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  "isopen": true,
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  "isopen": true,
            
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  "language": "en",
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  "language": "en",
            
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  "license_id": "cc-by-sa",
53
  "license_id": "cc-by-sa",
            
54
  "license_title": "Creative Commons Attribution Share-Alike 
54
  "license_title": "Creative Commons Attribution Share-Alike 
            
55
(CC-BY-SA)",
55
(CC-BY-SA)",
            
56
  "license_url": "https://creativecommons.org/licenses/by-sa/4.0/",
56
  "license_url": "https://creativecommons.org/licenses/by-sa/4.0/",
            
57
  "maintainer": "{\"affiliation\": \"WSL\", \"email\": 
57
  "maintainer": "{\"affiliation\": \"WSL\", \"email\": 
            
58
\"dominique.weber@wsl.ch\", \"given_name\": \"Dominique\", 
58
\"dominique.weber@wsl.ch\", \"given_name\": \"Dominique\", 
            
59
\"identifier\": \"0000-0002-0402-9682\", \"name\": \"Weber\"}",
59
\"identifier\": \"0000-0002-0402-9682\", \"name\": \"Weber\"}",
            
60
  "maintainer_email": null,
60
  "maintainer_email": null,
            
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  "metadata_created": "2023-08-02T08:50:55.801524",
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  "metadata_created": "2023-08-02T08:50:55.801524",
            
n
62
  "metadata_modified": "2024-02-14T09:09:56.354602",
n
62
  "metadata_modified": "2024-02-14T09:09:58.121000",
            
63
  "name": "grassland-use-intensity-maps-for-switzerland",
63
  "name": "grassland-use-intensity-maps-for-switzerland",
            
64
  "notes": "A rule-based algorithm [(Schwieder et al., 
64
  "notes": "A rule-based algorithm [(Schwieder et al., 
            
65
2022)](https://doi.org/10.1016/j.rse.2021.112795) was used to produce 
65
2022)](https://doi.org/10.1016/j.rse.2021.112795) was used to produce 
            
66
annual maps for 2018\u20132021 of grassland-management events, i.e. 
66
annual maps for 2018\u20132021 of grassland-management events, i.e. 
            
67
mowing and/or grazing, for Switzerland using Sentinel-2 and Landsat 8 
67
mowing and/or grazing, for Switzerland using Sentinel-2 and Landsat 8 
            
68
satellite time series. All satellite images were processed with the 
68
satellite time series. All satellite images were processed with the 
            
69
[FORCE](https://force-eo.readthedocs.io) framework.\r\n\r\nThe 
69
[FORCE](https://force-eo.readthedocs.io) framework.\r\n\r\nThe 
            
70
resulting maps provide information on the number and timing of 
70
resulting maps provide information on the number and timing of 
            
71
grassland-management events at a spatial resolution of 10 m \u00d7 10 
71
grassland-management events at a spatial resolution of 10 m \u00d7 10 
            
72
m for the whole of Switzerland. For the final maps, permanent 
72
m for the whole of Switzerland. For the final maps, permanent 
            
73
grasslands were masked using a variety of land-use layers, according 
73
grasslands were masked using a variety of land-use layers, according 
            
74
to [Huber et al. (2022)](https://doi.org/10.1002/rse2.298) but 
74
to [Huber et al. (2022)](https://doi.org/10.1002/rse2.298) but 
            
75
replacing the crop mask with the agricultural-use data from the 
75
replacing the crop mask with the agricultural-use data from the 
            
76
cantons.\r\n\r\nWe assessed the detection of management events based 
76
cantons.\r\n\r\nWe assessed the detection of management events based 
            
77
on independent reference data, which we acquired from daily time 
77
on independent reference data, which we acquired from daily time 
            
78
series of publicly available webcams that are widely distributed 
78
series of publicly available webcams that are widely distributed 
            
79
across Switzerland. We further tested the ecological relevance of the 
79
across Switzerland. We further tested the ecological relevance of the 
            
80
generated intensity measures in relation to nationwide biodiversity 
80
generated intensity measures in relation to nationwide biodiversity 
            
81
data (see [Weber et al., 
81
data (see [Weber et al., 
            
82
2023](https://doi.org/10.1002/rse2.372)).\r\n\r\nThe webcam-based 
82
2023](https://doi.org/10.1002/rse2.372)).\r\n\r\nThe webcam-based 
            
83
reference data used for verification was subsequently added on 
83
reference data used for verification was subsequently added on 
            
84
14.02.2024.",
84
14.02.2024.",
            
85
  "num_resources": 8,
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  "num_resources": 8,
            
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  "num_tags": 8,
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  "num_tags": 8,
            
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  "organization": {
87
  "organization": {
            
88
    "approval_status": "approved",
88
    "approval_status": "approved",
            
89
    "created": "2017-04-20T16:51:21.920128",
89
    "created": "2017-04-20T16:51:21.920128",
            
90
    "description": "We develop and apply comprehensive and robust 
90
    "description": "We develop and apply comprehensive and robust 
            
91
methods to extract and classify natural objects from continuous and 
91
methods to extract and classify natural objects from continuous and 
            
92
discrete raster datasets. Relevant features are acquired to describe 
92
discrete raster datasets. Relevant features are acquired to describe 
            
93
changes in landscape and land resources at different levels using 
93
changes in landscape and land resources at different levels using 
            
94
image data. Mathematical-statistical methods are adopted for automatic 
94
image data. Mathematical-statistical methods are adopted for automatic 
            
95
detection and description of image objects. Thus we contribute 
95
detection and description of image objects. Thus we contribute 
            
96
concepts, methods and data to describe/detect area wide changes and 
96
concepts, methods and data to describe/detect area wide changes and 
            
97
processes in the resources of landscape.\r\n\r\n### Tasks and main 
97
processes in the resources of landscape.\r\n\r\n### Tasks and main 
            
98
research\r\n\r\n* Development and application of methods to extract 
98
research\r\n\r\n* Development and application of methods to extract 
            
99
natural objects from continuous data.\r\n* Development of methods for 
99
natural objects from continuous data.\r\n* Development of methods for 
            
100
a comprehensive description of natural and anthropogenetic boundaries 
100
a comprehensive description of natural and anthropogenetic boundaries 
            
101
in continuous pattern (e.g. map signatures, vegetation transition, 
101
in continuous pattern (e.g. map signatures, vegetation transition, 
            
102
forest borders).\r\n* Development and application of methods to 
102
forest borders).\r\n* Development and application of methods to 
            
103
extract 3D-information from remotely sensed data for description of 
103
extract 3D-information from remotely sensed data for description of 
            
104
natural structures and changes. The main focus lies on wood and its 
104
natural structures and changes. The main focus lies on wood and its 
            
105
embedding/interaction within/with the landscape.\r\n* Conception and 
105
embedding/interaction within/with the landscape.\r\n* Conception and 
            
106
development of data acquisition based on high resolution remote 
106
development of data acquisition based on high resolution remote 
            
107
sensing data.\r\n* Conception, development and maintenance of the 
107
sensing data.\r\n* Conception, development and maintenance of the 
            
108
software interface in area wide data acquisition using airborne remote 
108
software interface in area wide data acquisition using airborne remote 
            
109
sensing data.\r\n* Scientific expert advice and support in the fields 
109
sensing data.\r\n* Scientific expert advice and support in the fields 
            
110
of photogrammetry and survey at WSL. Maintenance, enhancements and 
110
of photogrammetry and survey at WSL. Maintenance, enhancements and 
            
111
future development in these specific fields.\r\n* Adequate 
111
future development in these specific fields.\r\n* Adequate 
            
112
presentation of scientific results on national level and in noted 
112
presentation of scientific results on national level and in noted 
            
113
international journals and at international 
113
international journals and at international 
            
114
congresses/workshops/symposia.\r\n\r\n__Further information__: 
114
congresses/workshops/symposia.\r\n\r\n__Further information__: 
            
115
l/organization/research-units/landscape-dynamics/remote-sensing.html",
115
l/organization/research-units/landscape-dynamics/remote-sensing.html",
            
116
    "id": "5243fbb4-e4e6-4779-9672-32a7ef33d5f9",
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    "id": "5243fbb4-e4e6-4779-9672-32a7ef33d5f9",
            
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    "image_url": "2018-07-10-102816.481589LogoWSL.svg",
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    "image_url": "2018-07-10-102816.481589LogoWSL.svg",
            
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    "is_organization": true,
118
    "is_organization": true,
            
119
    "name": "remote-sensing",
119
    "name": "remote-sensing",
            
120
    "state": "active",
120
    "state": "active",
            
121
    "title": "Remote Sensing",
121
    "title": "Remote Sensing",
            
122
    "type": "organization"
122
    "type": "organization"
            
123
  },
123
  },
            
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  "owner_org": "5243fbb4-e4e6-4779-9672-32a7ef33d5f9",
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  "owner_org": "5243fbb4-e4e6-4779-9672-32a7ef33d5f9",
            
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  "private": false,
125
  "private": false,
            
126
  "publication": "{\"publication_year\": \"2023\", \"publisher\": 
126
  "publication": "{\"publication_year\": \"2023\", \"publisher\": 
            
127
\"EnviDat\"}",
127
\"EnviDat\"}",
            
128
  "publication_state": "published",
128
  "publication_state": "published",
            
129
  "related_datasets": "Huber, N., Ginzler, C., Paz\u00far, R., 
129
  "related_datasets": "Huber, N., Ginzler, C., Paz\u00far, R., 
            
130
Descombes, P., Baltensweiler, A., Ecker, K., Meier, E., Price, B. 
130
Descombes, P., Baltensweiler, A., Ecker, K., Meier, E., Price, B. 
            
131
(2022). Distribution maps of permanent grassland habitats for 
131
(2022). Distribution maps of permanent grassland habitats for 
            
132
Switzerland. EnviDat. [doi: 10.16904/envidat.341 
132
Switzerland. EnviDat. [doi: 10.16904/envidat.341 
            
133
](https://www.doi.org/10.16904/envidat.341)",
133
](https://www.doi.org/10.16904/envidat.341)",
            
134
  "related_publications": "Weber, D., Schwieder, M., Ritter, L., Koch, 
134
  "related_publications": "Weber, D., Schwieder, M., Ritter, L., Koch, 
            
135
T., Psomas, A., Huber, N., Ginzler, C. and Boch, S. (2023), 
135
T., Psomas, A., Huber, N., Ginzler, C. and Boch, S. (2023), 
            
136
Grassland-use intensity maps for Switzerland based on satellite time 
136
Grassland-use intensity maps for Switzerland based on satellite time 
            
137
series: Challenges and opportunities for ecological applications. 
137
series: Challenges and opportunities for ecological applications. 
            
138
Remote Sens Ecol Conserv. 
138
Remote Sens Ecol Conserv. 
            
139
[doi:10.1002/rse2.372](https://doi.org/10.1002/rse2.372)",
139
[doi:10.1002/rse2.372](https://doi.org/10.1002/rse2.372)",
            
140
  "relationships_as_object": [],
140
  "relationships_as_object": [],
            
141
  "relationships_as_subject": [],
141
  "relationships_as_subject": [],
            
142
  "resource_type": "dataset",
142
  "resource_type": "dataset",
            
143
  "resource_type_general": "dataset",
143
  "resource_type_general": "dataset",
            
144
  "resources": [
144
  "resources": [
            
145
    {
145
    {
            
146
      "cache_last_updated": null,
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      "cache_last_updated": null,
            
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      "cache_url": null,
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      "cache_url": null,
            
148
      "created": "2023-08-03T08:23:21.778777",
148
      "created": "2023-08-03T08:23:21.778777",
            
149
      "description": "Spatial distribution of the number of management 
149
      "description": "Spatial distribution of the number of management 
            
150
events for Switzerland and for three zoomed-in regions (a, b, c). The 
150
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