Changes

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
2
  "author": "[{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
            
3
\"affiliation_03\": \"\", \"data_credit\": \"collection\", \"email\": 
3
\"affiliation_03\": \"\", \"data_credit\": \"collection\", \"email\": 
            
4
\"robert.pazur@wsl.ch\", \"given_name\": \"Robert\", \"identifier\": 
4
\"robert.pazur@wsl.ch\", \"given_name\": \"Robert\", \"identifier\": 
            
5
\"0000-0002-9600-7420\", \"name\": \"Paz\\u00far\"}, {\"affiliation\": 
5
\"0000-0002-9600-7420\", \"name\": \"Paz\\u00far\"}, {\"affiliation\": 
            
6
\"WSL\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", 
6
\"WSL\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", 
            
7
\"data_credit\": \"collection\", \"email\": \"nica.huber@wsl.ch\", 
7
\"data_credit\": \"collection\", \"email\": \"nica.huber@wsl.ch\", 
            
8
\"given_name\": \"Nica\", \"identifier\": \"0000-0001-5427-6836\", 
8
\"given_name\": \"Nica\", \"identifier\": \"0000-0001-5427-6836\", 
            
9
\"name\": \"Huber\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": 
9
\"name\": \"Huber\"}, {\"affiliation\": \"WSL\", \"affiliation_02\": 
            
10
\"\", \"affiliation_03\": \"\", \"data_credit\": \"collection\", 
10
\"\", \"affiliation_03\": \"\", \"data_credit\": \"collection\", 
            
11
\"email\": \"dominique.weber@wsl.ch\", \"given_name\": \"Dominique\", 
11
\"email\": \"dominique.weber@wsl.ch\", \"given_name\": \"Dominique\", 
            
12
\"identifier\": \"0000-0002-0402-9682\", \"name\": \"Weber\"}, 
12
\"identifier\": \"0000-0002-0402-9682\", \"name\": \"Weber\"}, 
            
13
{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
13
{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
            
14
\"affiliation_03\": \"\", \"data_credit\": \"collection\", \"email\": 
14
\"affiliation_03\": \"\", \"data_credit\": \"collection\", \"email\": 
            
15
\"christian.ginzler@wsl.ch\", \"given_name\": \"Christian\", 
15
\"christian.ginzler@wsl.ch\", \"given_name\": \"Christian\", 
            
16
\"identifier\": \"0000-0001-6365-2151\", \"name\": \"Ginzler\"}, 
16
\"identifier\": \"0000-0001-6365-2151\", \"name\": \"Ginzler\"}, 
            
17
{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
17
{\"affiliation\": \"WSL\", \"affiliation_02\": \"\", 
            
18
\"affiliation_03\": \"\", \"data_credit\": \"collection\", \"email\": 
18
\"affiliation_03\": \"\", \"data_credit\": \"collection\", \"email\": 
            
19
\"bronwyn.price@wsl.ch\", \"given_name\": \"Bronwyn\", \"identifier\": 
19
\"bronwyn.price@wsl.ch\", \"given_name\": \"Bronwyn\", \"identifier\": 
            
20
\"0000-0003-3555-2588\", \"name\": \"Price\"}]",
20
\"0000-0003-3555-2588\", \"name\": \"Price\"}]",
            
21
  "author_email": null,
21
  "author_email": null,
            
22
  "creator_user_id": "952d204e-0c2b-43a5-bacc-681a2d4088e4",
22
  "creator_user_id": "952d204e-0c2b-43a5-bacc-681a2d4088e4",
            
23
  "date": "[{\"date\": \"2021-01-18\", \"date_type\": \"created\", 
23
  "date": "[{\"date\": \"2021-01-18\", \"date_type\": \"created\", 
            
24
\"end_date\": \"\"}]",
24
\"end_date\": \"\"}]",
            
25
  "doi": "10.16904/envidat.205",
25
  "doi": "10.16904/envidat.205",
            
26
  "funding": "[{\"grant_number\": \"\", \"institution\": \"WSL\", 
26
  "funding": "[{\"grant_number\": \"\", \"institution\": \"WSL\", 
            
27
\"institution_url\": \"\"}, {\"grant_number\": \"\", \"institution\": 
27
\"institution_url\": \"\"}, {\"grant_number\": \"\", \"institution\": 
            
28
\"FOEN /BAFU\", \"institution_url\": \"\"}]",
28
\"FOEN /BAFU\", \"institution_url\": \"\"}]",
            
29
  "groups": [],
29
  "groups": [],
            
30
  "id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
30
  "id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
31
  "isopen": true,
31
  "isopen": true,
            
32
  "language": "en",
32
  "language": "en",
            
33
  "license_id": "odc-odbl",
33
  "license_id": "odc-odbl",
            
34
  "license_title": "ODbL with Database Contents License (DbCL)",
34
  "license_title": "ODbL with Database Contents License (DbCL)",
            
35
  "license_url": "https://opendefinition.org/licenses/odc-odbl",
35
  "license_url": "https://opendefinition.org/licenses/odc-odbl",
            
36
  "maintainer": "{\"affiliation\": \"Swiss Federal Research Institute 
36
  "maintainer": "{\"affiliation\": \"Swiss Federal Research Institute 
            
37
WSL\", \"email\": \"robert.pazur@wsl.ch\", \"given_name\": \"Robert\", 
37
WSL\", \"email\": \"robert.pazur@wsl.ch\", \"given_name\": \"Robert\", 
            
38
\"identifier\": \"0000-0002-9600-7420\", \"name\": \"Paz\u00far\"}",
38
\"identifier\": \"0000-0002-9600-7420\", \"name\": \"Paz\u00far\"}",
            
39
  "maintainer_email": null,
39
  "maintainer_email": null,
            
40
  "metadata_created": "2021-01-23T17:12:00.238656",
40
  "metadata_created": "2021-01-23T17:12:00.238656",
            
n
41
  "metadata_modified": "2021-02-19T13:57:06.493863",
n
41
  "metadata_modified": "2021-02-23T23:33:22.338891",
            
42
  "name": 
42
  "name": 
            
43
"cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data",
43
"cropland-and-grassland-map-of-switzerland-based-on-sentinel-2-data",
            
44
  "notes": "We developed a map of cropland and grassland allocation 
44
  "notes": "We developed a map of cropland and grassland allocation 
            
45
for Switzerland based on several indices dominantly derived from 
45
for Switzerland based on several indices dominantly derived from 
            
46
Sentinel-2 satellite imagery captured over multiple growing seasons. 
46
Sentinel-2 satellite imagery captured over multiple growing seasons. 
            
47
The classification model was trained based on parcel-based data 
47
The classification model was trained based on parcel-based data 
            
48
derived from landholder reporting. The mapping was conducted on Google 
48
derived from landholder reporting. The mapping was conducted on Google 
            
49
Earth Engine platform using random forest classifier. Areas of high 
49
Earth Engine platform using random forest classifier. Areas of high 
            
50
vegetation, shrubland,  sealed surface and non-vegetated areas were 
50
vegetation, shrubland,  sealed surface and non-vegetated areas were 
            
51
masked out from the country-wide map. The resulting map has high 
51
masked out from the country-wide map. The resulting map has high 
            
52
accuracy in lowlands as well as mountainous areas. \r\n",
52
accuracy in lowlands as well as mountainous areas. \r\n",
            
53
  "num_resources": 6,
53
  "num_resources": 6,
            
54
  "num_tags": 10,
54
  "num_tags": 10,
            
55
  "organization": {
55
  "organization": {
            
56
    "approval_status": "approved",
56
    "approval_status": "approved",
            
57
    "created": "2017-04-20T16:51:21.920128",
57
    "created": "2017-04-20T16:51:21.920128",
            
58
    "description": "We develop and apply comprehensive and robust 
58
    "description": "We develop and apply comprehensive and robust 
            
59
methods to extract and classify natural objects from continuous and 
59
methods to extract and classify natural objects from continuous and 
            
60
discrete raster datasets. Relevant features are acquired to describe 
60
discrete raster datasets. Relevant features are acquired to describe 
            
61
changes in landscape and land resources at different levels using 
61
changes in landscape and land resources at different levels using 
            
62
image data. Mathematical-statistical methods are adopted for automatic 
62
image data. Mathematical-statistical methods are adopted for automatic 
            
63
detection and description of image objects. Thus we contribute 
63
detection and description of image objects. Thus we contribute 
            
64
concepts, methods and data to describe/detect area wide changes and 
64
concepts, methods and data to describe/detect area wide changes and 
            
65
processes in the resources of landscape.\r\n\r\n### Tasks and main 
65
processes in the resources of landscape.\r\n\r\n### Tasks and main 
            
66
research\r\n\r\n* Development and application of methods to extract 
66
research\r\n\r\n* Development and application of methods to extract 
            
67
natural objects from continuous data.\r\n* Development of methods for 
67
natural objects from continuous data.\r\n* Development of methods for 
            
68
a comprehensive description of natural and anthropogenetic boundaries 
68
a comprehensive description of natural and anthropogenetic boundaries 
            
69
in continuous pattern (e.g. map signatures, vegetation transition, 
69
in continuous pattern (e.g. map signatures, vegetation transition, 
            
70
forest borders).\r\n* Development and application of methods to 
70
forest borders).\r\n* Development and application of methods to 
            
71
extract 3D-information from remotely sensed data for description of 
71
extract 3D-information from remotely sensed data for description of 
            
72
natural structures and changes. The main focus lies on wood and its 
72
natural structures and changes. The main focus lies on wood and its 
            
73
embedding/interaction within/with the landscape.\r\n* Conception and 
73
embedding/interaction within/with the landscape.\r\n* Conception and 
            
74
development of data acquisition based on high resolution remote 
74
development of data acquisition based on high resolution remote 
            
75
sensing data.\r\n* Conception, development and maintenance of the 
75
sensing data.\r\n* Conception, development and maintenance of the 
            
76
software interface in area wide data acquisition using airborne remote 
76
software interface in area wide data acquisition using airborne remote 
            
77
sensing data.\r\n* Scientific expert advice and support in the fields 
77
sensing data.\r\n* Scientific expert advice and support in the fields 
            
78
of photogrammetry and survey at WSL. Maintenance, enhancements and 
78
of photogrammetry and survey at WSL. Maintenance, enhancements and 
            
79
future development in these specific fields.\r\n* Adequate 
79
future development in these specific fields.\r\n* Adequate 
            
80
presentation of scientific results on national level and in noted 
80
presentation of scientific results on national level and in noted 
            
81
international journals and at international 
81
international journals and at international 
            
82
congresses/workshops/symposia.\r\n\r\n__Further information__: 
82
congresses/workshops/symposia.\r\n\r\n__Further information__: 
            
83
l/organization/research-units/landscape-dynamics/remote-sensing.html",
83
l/organization/research-units/landscape-dynamics/remote-sensing.html",
            
84
    "id": "5243fbb4-e4e6-4779-9672-32a7ef33d5f9",
84
    "id": "5243fbb4-e4e6-4779-9672-32a7ef33d5f9",
            
85
    "image_url": "2018-07-10-102816.481589LogoWSL.svg",
85
    "image_url": "2018-07-10-102816.481589LogoWSL.svg",
            
86
    "is_organization": true,
86
    "is_organization": true,
            
87
    "name": "remote-sensing",
87
    "name": "remote-sensing",
            
88
    "state": "active",
88
    "state": "active",
            
89
    "title": "Remote Sensing",
89
    "title": "Remote Sensing",
            
90
    "type": "organization"
90
    "type": "organization"
            
91
  },
91
  },
            
92
  "owner_org": "5243fbb4-e4e6-4779-9672-32a7ef33d5f9",
92
  "owner_org": "5243fbb4-e4e6-4779-9672-32a7ef33d5f9",
            
93
  "private": false,
93
  "private": false,
            
94
  "publication": "{\"publication_year\": \"2021\", \"publisher\": 
94
  "publication": "{\"publication_year\": \"2021\", \"publisher\": 
            
95
\"EnviDat\"}",
95
\"EnviDat\"}",
            
96
  "publication_state": "published",
96
  "publication_state": "published",
            
97
  "related_datasets": "",
97
  "related_datasets": "",
            
98
  "related_publications": "",
98
  "related_publications": "",
            
99
  "relationships_as_object": [],
99
  "relationships_as_object": [],
            
100
  "relationships_as_subject": [],
100
  "relationships_as_subject": [],
            
101
  "resource_type": "dataset",
101
  "resource_type": "dataset",
            
102
  "resource_type_general": "dataset",
102
  "resource_type_general": "dataset",
            
103
  "resources": [
103
  "resources": [
            
104
    {
104
    {
            
105
      "cache_last_updated": null,
105
      "cache_last_updated": null,
            
106
      "cache_url": null,
106
      "cache_url": null,
            
107
      "created": "2021-01-25T11:06:04.548652",
107
      "created": "2021-01-25T11:06:04.548652",
            
108
      "description": "The code used in Google Earth Engine to derive 
108
      "description": "The code used in Google Earth Engine to derive 
            
109
the cropland, grassland and shrubland map of Switzerland",
109
the cropland, grassland and shrubland map of Switzerland",
            
110
      "doi": "",
110
      "doi": "",
            
111
      "format": "JS",
111
      "format": "JS",
            
112
      "hash": "",
112
      "hash": "",
            
113
      "id": "5b8620ec-a059-4f05-a131-c559049e5a44",
113
      "id": "5b8620ec-a059-4f05-a131-c559049e5a44",
            
114
      "last_modified": "2021-01-25T11:11:22.212025",
114
      "last_modified": "2021-01-25T11:11:22.212025",
            
115
      "metadata_modified": "2021-01-26T10:16:35.666548",
115
      "metadata_modified": "2021-01-26T10:16:35.666548",
            
116
      "mimetype": "text/javascript",
116
      "mimetype": "text/javascript",
            
117
      "mimetype_inner": null,
117
      "mimetype_inner": null,
            
118
      "name": "GEE (Google Earth Engine) script (JavaScript) to 
118
      "name": "GEE (Google Earth Engine) script (JavaScript) to 
            
119
derived the output map  (v1.0)",
119
derived the output map  (v1.0)",
            
120
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
120
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
121
      "position": 0,
121
      "position": 0,
            
122
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
122
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
123
\"\"}",
123
\"\"}",
            
124
      "resource_type": null,
124
      "resource_type": null,
            
125
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
125
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
126
\"shared_secret\": \"\"}",
126
\"shared_secret\": \"\"}",
            
127
      "size": 10103,
127
      "size": 10103,
            
128
      "state": "active",
128
      "state": "active",
            
129
      "url": 
129
      "url": 
            
130
ownload/sentinel12_wholech_croplandgraslandshrubland_published_v1.js",
130
ownload/sentinel12_wholech_croplandgraslandshrubland_published_v1.js",
            
131
      "url_type": "upload"
131
      "url_type": "upload"
            
132
    },
132
    },
            
133
    {
133
    {
            
134
      "cache_last_updated": null,
134
      "cache_last_updated": null,
            
135
      "cache_url": null,
135
      "cache_url": null,
            
136
      "created": "2021-01-26T06:17:24.788237",
136
      "created": "2021-01-26T06:17:24.788237",
            
137
      "description": "(1) cropland; (2) grassland; other LC classes 
137
      "description": "(1) cropland; (2) grassland; other LC classes 
            
138
are masked out from the map\r\n",
138
are masked out from the map\r\n",
            
139
      "doi": "",
139
      "doi": "",
            
140
      "format": "TIFF",
140
      "format": "TIFF",
            
141
      "hash": "",
141
      "hash": "",
            
142
      "id": "0bb5fc4c-8331-4851-81fb-6c8b5f331207",
142
      "id": "0bb5fc4c-8331-4851-81fb-6c8b5f331207",
            
143
      "last_modified": "2021-01-26T06:17:24.734375",
143
      "last_modified": "2021-01-26T06:17:24.734375",
            
144
      "metadata_modified": "2021-01-26T09:52:09.449366",
144
      "metadata_modified": "2021-01-26T09:52:09.449366",
            
145
      "mimetype": "image/tiff",
145
      "mimetype": "image/tiff",
            
146
      "mimetype_inner": null,
146
      "mimetype_inner": null,
            
147
      "name": "Cropland and grassland map of Switzerland  (v.1.0)",
147
      "name": "Cropland and grassland map of Switzerland  (v.1.0)",
            
148
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
148
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
149
      "position": 1,
149
      "position": 1,
            
150
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
150
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
151
\"\"}",
151
\"\"}",
            
152
      "resource_type": null,
152
      "resource_type": null,
            
153
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
153
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
154
\"shared_secret\": \"\"}",
154
\"shared_secret\": \"\"}",
            
155
      "size": 773453532,
155
      "size": 773453532,
            
156
      "state": "active",
156
      "state": "active",
            
157
      "url": 
157
      "url": 
            
158
b5fc4c-8331-4851-81fb-6c8b5f331207/download/ch_cropgrassmap_v2_4.tif",
158
b5fc4c-8331-4851-81fb-6c8b5f331207/download/ch_cropgrassmap_v2_4.tif",
            
159
      "url_type": "upload"
159
      "url_type": "upload"
            
160
    },
160
    },
            
161
    {
161
    {
            
162
      "cache_last_updated": null,
162
      "cache_last_updated": null,
            
163
      "cache_url": null,
163
      "cache_url": null,
            
164
      "created": "2021-01-26T06:21:17.373228",
164
      "created": "2021-01-26T06:21:17.373228",
            
n
165
      "description": "(1) cropland; (2) grassland; (3) shrubland; 
n
165
      "description": "!!! Please check out the newer version in this 
            
166
repository !!! (1) cropland; (2) grassland; (3) shrubland; other LC 
            
166
other LC classes are masked out from the map\r\n",
167
classes are masked out from the map\r\n",
            
167
      "doi": "",
168
      "doi": "",
            
168
      "format": "TIFF",
169
      "format": "TIFF",
            
169
      "hash": "",
170
      "hash": "",
            
170
      "id": "63a7c7f1-af24-49eb-a082-2f9244034b19",
171
      "id": "63a7c7f1-af24-49eb-a082-2f9244034b19",
            
171
      "last_modified": "2021-01-26T06:21:17.323728",
172
      "last_modified": "2021-01-26T06:21:17.323728",
            
t
172
      "metadata_modified": "2021-01-26T09:52:49.936496",
t
173
      "metadata_modified": "2021-02-23T23:33:22.345286",
            
173
      "mimetype": "image/tiff",
174
      "mimetype": null,
            
174
      "mimetype_inner": null,
175
      "mimetype_inner": null,
            
175
      "name": "Cropland, grassland, and shrubland map of Switzerland 
176
      "name": "Cropland, grassland, and shrubland map of Switzerland 
            
176
(v1.0)",
177
(v1.0)",
            
177
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
178
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
178
      "position": 2,
179
      "position": 2,
            
179
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
180
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
180
\"\"}",
181
\"\"}",
            
181
      "resource_type": null,
182
      "resource_type": null,
            
182
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
183
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
183
\"shared_secret\": \"\"}",
184
\"shared_secret\": \"\"}",
            
184
      "size": 773453532,
185
      "size": 773453532,
            
185
      "state": "active",
186
      "state": "active",
            
186
      "url": 
187
      "url": 
            
187
-49eb-a082-2f9244034b19/download/ch_cropgrassmap_v2_4_withshrubs.tif",
188
-49eb-a082-2f9244034b19/download/ch_cropgrassmap_v2_4_withshrubs.tif",
            
188
      "url_type": "upload"
189
      "url_type": "upload"
            
189
    },
190
    },
            
190
    {
191
    {
            
191
      "cache_last_updated": null,
192
      "cache_last_updated": null,
            
192
      "cache_url": null,
193
      "cache_url": null,
            
193
      "created": "2021-01-26T10:09:55.749493",
194
      "created": "2021-01-26T10:09:55.749493",
            
194
      "description": "Assuming that sealed surfaces have little or no 
195
      "description": "Assuming that sealed surfaces have little or no 
            
195
phenological response we calculated a mask of unsealed surfaces based 
196
phenological response we calculated a mask of unsealed surfaces based 
            
196
on the 3 years (2017-2019) Sentinel-2 NDVI 95th percentile threshold 
197
on the 3 years (2017-2019) Sentinel-2 NDVI 95th percentile threshold 
            
197
value: 0.7.",
198
value: 0.7.",
            
198
      "doi": "",
199
      "doi": "",
            
199
      "format": "TIFF",
200
      "format": "TIFF",
            
200
      "hash": "",
201
      "hash": "",
            
201
      "id": "4643ef04-e299-4ed2-b03d-f16624ce2f29",
202
      "id": "4643ef04-e299-4ed2-b03d-f16624ce2f29",
            
202
      "last_modified": "2021-01-26T10:09:55.493934",
203
      "last_modified": "2021-01-26T10:09:55.493934",
            
203
      "metadata_modified": "2021-01-26T10:14:03.521038",
204
      "metadata_modified": "2021-01-26T10:14:03.521038",
            
204
      "mimetype": "image/tiff",
205
      "mimetype": "image/tiff",
            
205
      "mimetype_inner": null,
206
      "mimetype_inner": null,
            
206
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
207
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
            
207
years Sentinel-2 NDVI 95th percentile threshold value: 0.7 (v1.0)",
208
years Sentinel-2 NDVI 95th percentile threshold value: 0.7 (v1.0)",
            
208
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
209
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
209
      "position": 3,
210
      "position": 3,
            
210
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
211
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
211
\"\"}",
212
\"\"}",
            
212
      "resource_type": null,
213
      "resource_type": null,
            
213
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
214
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
214
\"shared_secret\": \"\"}",
215
\"shared_secret\": \"\"}",
            
215
      "size": 22351282,
216
      "size": 22351282,
            
216
      "state": "active",
217
      "state": "active",
            
217
      "url": 
218
      "url": 
            
218
ef04-e299-4ed2-b03d-f16624ce2f29/download/comb_sen2maskbuiltup07.tif",
219
ef04-e299-4ed2-b03d-f16624ce2f29/download/comb_sen2maskbuiltup07.tif",
            
219
      "url_type": "upload"
220
      "url_type": "upload"
            
220
    },
221
    },
            
221
    {
222
    {
            
222
      "cache_last_updated": null,
223
      "cache_last_updated": null,
            
223
      "cache_url": null,
224
      "cache_url": null,
            
224
      "created": "2021-01-26T10:11:57.144824",
225
      "created": "2021-01-26T10:11:57.144824",
            
225
      "description": "Mask of unsealed surfaces of Switzerland based 
226
      "description": "Mask of unsealed surfaces of Switzerland based 
            
226
on 3 years (2017-2019) Sentinel-2 NDVI 95th percentile threshold 
227
on 3 years (2017-2019) Sentinel-2 NDVI 95th percentile threshold 
            
227
value: 0.6",
228
value: 0.6",
            
228
      "doi": "",
229
      "doi": "",
            
229
      "format": "TIFF",
230
      "format": "TIFF",
            
230
      "hash": "",
231
      "hash": "",
            
231
      "id": "b358e0ad-50c8-45a8-b4fd-98ccf6d59532",
232
      "id": "b358e0ad-50c8-45a8-b4fd-98ccf6d59532",
            
232
      "last_modified": "2021-01-26T10:11:56.917508",
233
      "last_modified": "2021-01-26T10:11:56.917508",
            
233
      "metadata_modified": "2021-01-26T10:14:28.505093",
234
      "metadata_modified": "2021-01-26T10:14:28.505093",
            
234
      "mimetype": "image/tiff",
235
      "mimetype": "image/tiff",
            
235
      "mimetype_inner": null,
236
      "mimetype_inner": null,
            
236
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
237
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
            
237
years Sentinel-2 NDVI 95th percentile threshold value: 0.6  (v1.0)",
238
years Sentinel-2 NDVI 95th percentile threshold value: 0.6  (v1.0)",
            
238
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
239
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
239
      "position": 4,
240
      "position": 4,
            
240
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
241
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
241
\"\"}",
242
\"\"}",
            
242
      "resource_type": null,
243
      "resource_type": null,
            
243
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
244
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
244
\"shared_secret\": \"\"}",
245
\"shared_secret\": \"\"}",
            
245
      "size": 20469824,
246
      "size": 20469824,
            
246
      "state": "active",
247
      "state": "active",
            
247
      "url": 
248
      "url": 
            
248
e0ad-50c8-45a8-b4fd-98ccf6d59532/download/comb_sen2maskbuiltup06.tif",
249
e0ad-50c8-45a8-b4fd-98ccf6d59532/download/comb_sen2maskbuiltup06.tif",
            
249
      "url_type": "upload"
250
      "url_type": "upload"
            
250
    },
251
    },
            
251
    {
252
    {
            
252
      "cache_last_updated": null,
253
      "cache_last_updated": null,
            
253
      "cache_url": null,
254
      "cache_url": null,
            
254
      "created": "2021-02-19T13:56:22.579883",
255
      "created": "2021-02-19T13:56:22.579883",
            
255
      "description": "(1) cropland; (2) grassland; other LC classes 
256
      "description": "(1) cropland; (2) grassland; other LC classes 
            
256
are masked out from the map",
257
are masked out from the map",
            
257
      "doi": "",
258
      "doi": "",
            
258
      "format": "geotiff",
259
      "format": "geotiff",
            
259
      "hash": "",
260
      "hash": "",
            
260
      "id": "6634a7ca-f1f9-438f-82de-a953e864cdc5",
261
      "id": "6634a7ca-f1f9-438f-82de-a953e864cdc5",
            
261
      "last_modified": null,
262
      "last_modified": null,
            
262
      "metadata_modified": "2021-02-19T13:56:22.545891",
263
      "metadata_modified": "2021-02-19T13:56:22.545891",
            
263
      "mimetype": null,
264
      "mimetype": null,
            
264
      "mimetype_inner": null,
265
      "mimetype_inner": null,
            
265
      "name": "Cropland and grassland map of Switzerland (v.1.5)",
266
      "name": "Cropland and grassland map of Switzerland (v.1.5)",
            
266
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
267
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
267
      "position": 5,
268
      "position": 5,
            
268
      "resource_size": "{\"size_value\": \"\", \"size_units\": 
269
      "resource_size": "{\"size_value\": \"\", \"size_units\": 
            
269
\"kb\"}",
270
\"kb\"}",
            
270
      "resource_type": null,
271
      "resource_type": null,
            
271
      "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", 
272
      "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", 
            
272
\"shared_secret\": \"\"}",
273
\"shared_secret\": \"\"}",
            
273
      "size": 36515942,
274
      "size": 36515942,
            
274
      "state": "active",
275
      "state": "active",
            
275
      "url": 
276
      "url": 
            
276
34a7ca-f1f9-438f-82de-a953e864cdc5/download/ch_cropgrassmap_v1_5.tif",
277
34a7ca-f1f9-438f-82de-a953e864cdc5/download/ch_cropgrassmap_v1_5.tif",
            
277
      "url_type": "upload"
278
      "url_type": "upload"
            
278
    }
279
    }
            
279
  ],
280
  ],
            
280
  "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[5.95587, 
281
  "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[5.95587, 
            
281
45.81802],[5.95587, 47.80838],[10.49203, 47.80838],[10.49203, 
282
45.81802],[5.95587, 47.80838],[10.49203, 47.80838],[10.49203, 
            
282
45.81802],[5.95587, 45.81802]]]}",
283
45.81802],[5.95587, 45.81802]]]}",
            
283
  "spatial_info": "Switzerland",
284
  "spatial_info": "Switzerland",
            
284
  "state": "active",
285
  "state": "active",
            
285
  "subtitle": "",
286
  "subtitle": "",
            
286
  "tags": [
287
  "tags": [
            
287
    {
288
    {
            
288
      "display_name": "AGRICULTURE",
289
      "display_name": "AGRICULTURE",
            
289
      "id": "a8649c06-62b7-4b27-978a-0e75a192937b",
290
      "id": "a8649c06-62b7-4b27-978a-0e75a192937b",
            
290
      "name": "AGRICULTURE",
291
      "name": "AGRICULTURE",
            
291
      "state": "active",
292
      "state": "active",
            
292
      "vocabulary_id": null
293
      "vocabulary_id": null
            
293
    },
294
    },
            
294
    {
295
    {
            
295
      "display_name": "CROPLAND",
296
      "display_name": "CROPLAND",
            
296
      "id": "e1b31066-3152-490c-b005-2b271f0c558f",
297
      "id": "e1b31066-3152-490c-b005-2b271f0c558f",
            
297
      "name": "CROPLAND",
298
      "name": "CROPLAND",
            
298
      "state": "active",
299
      "state": "active",
            
299
      "vocabulary_id": null
300
      "vocabulary_id": null
            
300
    },
301
    },
            
301
    {
302
    {
            
302
      "display_name": "GRASSLAND",
303
      "display_name": "GRASSLAND",
            
303
      "id": "fa420fc0-5693-4358-bc61-4951b239457c",
304
      "id": "fa420fc0-5693-4358-bc61-4951b239457c",
            
304
      "name": "GRASSLAND",
305
      "name": "GRASSLAND",
            
305
      "state": "active",
306
      "state": "active",
            
306
      "vocabulary_id": null
307
      "vocabulary_id": null
            
307
    },
308
    },
            
308
    {
309
    {
            
309
      "display_name": "HABITAT",
310
      "display_name": "HABITAT",
            
310
      "id": "af968922-763a-4f34-b156-a33745dc1852",
311
      "id": "af968922-763a-4f34-b156-a33745dc1852",
            
311
      "name": "HABITAT",
312
      "name": "HABITAT",
            
312
      "state": "active",
313
      "state": "active",
            
313
      "vocabulary_id": null
314
      "vocabulary_id": null
            
314
    },
315
    },
            
315
    {
316
    {
            
316
      "display_name": "MACHINE LEARNING",
317
      "display_name": "MACHINE LEARNING",
            
317
      "id": "66c2084e-b683-47a2-878c-48f33c6e2a78",
318
      "id": "66c2084e-b683-47a2-878c-48f33c6e2a78",
            
318
      "name": "MACHINE LEARNING",
319
      "name": "MACHINE LEARNING",
            
319
      "state": "active",
320
      "state": "active",
            
320
      "vocabulary_id": null
321
      "vocabulary_id": null
            
321
    },
322
    },
            
322
    {
323
    {
            
323
      "display_name": "PHENOLOGY",
324
      "display_name": "PHENOLOGY",
            
324
      "id": "3f7b06c0-1aa5-4583-8363-c51e215c31fc",
325
      "id": "3f7b06c0-1aa5-4583-8363-c51e215c31fc",
            
325
      "name": "PHENOLOGY",
326
      "name": "PHENOLOGY",
            
326
      "state": "active",
327
      "state": "active",
            
327
      "vocabulary_id": null
328
      "vocabulary_id": null
            
328
    },
329
    },
            
329
    {
330
    {
            
330
      "display_name": "REMOTE SENSING",
331
      "display_name": "REMOTE SENSING",
            
331
      "id": "1bc9d51e-2500-44a7-857b-13710a59e4be",
332
      "id": "1bc9d51e-2500-44a7-857b-13710a59e4be",
            
332
      "name": "REMOTE SENSING",
333
      "name": "REMOTE SENSING",
            
333
      "state": "active",
334
      "state": "active",
            
334
      "vocabulary_id": null
335
      "vocabulary_id": null
            
335
    },
336
    },
            
336
    {
337
    {
            
337
      "display_name": "SENTINEL-2",
338
      "display_name": "SENTINEL-2",
            
338
      "id": "1fcb6de2-5d54-45cf-a42f-751cec4ebe86",
339
      "id": "1fcb6de2-5d54-45cf-a42f-751cec4ebe86",
            
339
      "name": "SENTINEL-2",
340
      "name": "SENTINEL-2",
            
340
      "state": "active",
341
      "state": "active",
            
341
      "vocabulary_id": null
342
      "vocabulary_id": null
            
342
    },
343
    },
            
343
    {
344
    {
            
344
      "display_name": "SWITZERLAND",
345
      "display_name": "SWITZERLAND",
            
345
      "id": "97ac3564-bb88-46ad-9fe4-b7d606e0aa3a",
346
      "id": "97ac3564-bb88-46ad-9fe4-b7d606e0aa3a",
            
346
      "name": "SWITZERLAND",
347
      "name": "SWITZERLAND",
            
347
      "state": "active",
348
      "state": "active",
            
348
      "vocabulary_id": null
349
      "vocabulary_id": null
            
349
    },
350
    },
            
350
    {
351
    {
            
351
      "display_name": "VEGETATION INDICES",
352
      "display_name": "VEGETATION INDICES",
            
352
      "id": "9a6c8ef8-2980-4a11-a3c0-8e9f8a515c6c",
353
      "id": "9a6c8ef8-2980-4a11-a3c0-8e9f8a515c6c",
            
353
      "name": "VEGETATION INDICES",
354
      "name": "VEGETATION INDICES",
            
354
      "state": "active",
355
      "state": "active",
            
355
      "vocabulary_id": null
356
      "vocabulary_id": null
            
356
    }
357
    }
            
357
  ],
358
  ],
            
358
  "title": "Cropland and grassland map of Switzerland based on 
359
  "title": "Cropland and grassland map of Switzerland based on 
            
359
Sentinel-2 data",
360
Sentinel-2 data",
            
360
  "type": "dataset",
361
  "type": "dataset",
            
361
  "url": null,
362
  "url": null,
            
362
  "version": "1.0"
363
  "version": "1.0"
            
363
}
364
}