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": "2021-03-26T15:59:58.817132",
n
41
  "metadata_modified": "2021-03-26T16:00:48.772356",
            
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",
            
n
53
  "num_resources": 10,
n
53
  "num_resources": 9,
            
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": "!!! Please check out the newer version in the 
108
      "description": "!!! Please check out the newer version in the 
            
109
repository !!! The code used in Google Earth Engine to derive the 
109
repository !!! The code used in Google Earth Engine to derive the 
            
110
cropland, grassland and shrubland map of Switzerland",
110
cropland, grassland and shrubland map of Switzerland",
            
111
      "doi": "",
111
      "doi": "",
            
112
      "format": "JS",
112
      "format": "JS",
            
113
      "hash": "",
113
      "hash": "",
            
114
      "id": "5b8620ec-a059-4f05-a131-c559049e5a44",
114
      "id": "5b8620ec-a059-4f05-a131-c559049e5a44",
            
115
      "last_modified": "2021-01-25T11:11:22.212025",
115
      "last_modified": "2021-01-25T11:11:22.212025",
            
116
      "metadata_modified": "2021-03-10T12:26:36.626595",
116
      "metadata_modified": "2021-03-10T12:26:36.626595",
            
117
      "mimetype": null,
117
      "mimetype": null,
            
118
      "mimetype_inner": null,
118
      "mimetype_inner": null,
            
119
      "name": "GEE (Google Earth Engine) script (JavaScript) to 
119
      "name": "GEE (Google Earth Engine) script (JavaScript) to 
            
120
derived the output map  (v1.0)",
120
derived the output map  (v1.0)",
            
121
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
121
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
122
      "position": 0,
122
      "position": 0,
            
123
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
123
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
124
\"\"}",
124
\"\"}",
            
125
      "resource_type": null,
125
      "resource_type": null,
            
126
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
126
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
127
\"shared_secret\": \"\"}",
127
\"shared_secret\": \"\"}",
            
128
      "size": 10103,
128
      "size": 10103,
            
129
      "state": "active",
129
      "state": "active",
            
130
      "url": 
130
      "url": 
            
131
ownload/sentinel12_wholech_croplandgraslandshrubland_published_v1.js",
131
ownload/sentinel12_wholech_croplandgraslandshrubland_published_v1.js",
            
132
      "url_type": "upload"
132
      "url_type": "upload"
            
133
    },
133
    },
            
134
    {
134
    {
            
135
      "cache_last_updated": null,
135
      "cache_last_updated": null,
            
136
      "cache_url": null,
136
      "cache_url": null,
            
137
      "created": "2021-01-26T06:17:24.788237",
137
      "created": "2021-01-26T06:17:24.788237",
            
138
      "description": "!!! Please check out the newer version in this 
138
      "description": "!!! Please check out the newer version in this 
            
139
repository !!! (1) cropland; (2) grassland; other LC classes are 
139
repository !!! (1) cropland; (2) grassland; other LC classes are 
            
140
masked out from the map\r\n",
140
masked out from the map\r\n",
            
141
      "doi": "",
141
      "doi": "",
            
142
      "format": "TIFF",
142
      "format": "TIFF",
            
143
      "hash": "",
143
      "hash": "",
            
144
      "id": "0bb5fc4c-8331-4851-81fb-6c8b5f331207",
144
      "id": "0bb5fc4c-8331-4851-81fb-6c8b5f331207",
            
145
      "last_modified": "2021-01-26T06:17:24.734375",
145
      "last_modified": "2021-01-26T06:17:24.734375",
            
146
      "metadata_modified": "2021-02-23T23:34:07.574460",
146
      "metadata_modified": "2021-02-23T23:34:07.574460",
            
147
      "mimetype": null,
147
      "mimetype": null,
            
148
      "mimetype_inner": null,
148
      "mimetype_inner": null,
            
149
      "name": "Cropland and grassland map of Switzerland  (v.1.0)",
149
      "name": "Cropland and grassland map of Switzerland  (v.1.0)",
            
150
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
150
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
151
      "position": 1,
151
      "position": 1,
            
152
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
152
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
153
\"\"}",
153
\"\"}",
            
154
      "resource_type": null,
154
      "resource_type": null,
            
155
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
155
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
156
\"shared_secret\": \"\"}",
156
\"shared_secret\": \"\"}",
            
157
      "size": 773453532,
157
      "size": 773453532,
            
158
      "state": "active",
158
      "state": "active",
            
159
      "url": 
159
      "url": 
            
160
b5fc4c-8331-4851-81fb-6c8b5f331207/download/ch_cropgrassmap_v2_4.tif",
160
b5fc4c-8331-4851-81fb-6c8b5f331207/download/ch_cropgrassmap_v2_4.tif",
            
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": "2021-01-26T06:21:17.373228",
166
      "created": "2021-01-26T06:21:17.373228",
            
167
      "description": "!!! Please check out the newer version in this 
167
      "description": "!!! Please check out the newer version in this 
            
168
repository !!! (1) cropland; (2) grassland; (3) shrubland; other LC 
168
repository !!! (1) cropland; (2) grassland; (3) shrubland; other LC 
            
169
classes are masked out from the map\r\n",
169
classes are masked out from the map\r\n",
            
170
      "doi": "",
170
      "doi": "",
            
171
      "format": "TIFF",
171
      "format": "TIFF",
            
172
      "hash": "",
172
      "hash": "",
            
173
      "id": "63a7c7f1-af24-49eb-a082-2f9244034b19",
173
      "id": "63a7c7f1-af24-49eb-a082-2f9244034b19",
            
174
      "last_modified": "2021-01-26T06:21:17.323728",
174
      "last_modified": "2021-01-26T06:21:17.323728",
            
175
      "metadata_modified": "2021-02-23T23:33:22.345286",
175
      "metadata_modified": "2021-02-23T23:33:22.345286",
            
176
      "mimetype": null,
176
      "mimetype": null,
            
177
      "mimetype_inner": null,
177
      "mimetype_inner": null,
            
178
      "name": "Cropland, grassland, and shrubland map of Switzerland 
178
      "name": "Cropland, grassland, and shrubland map of Switzerland 
            
179
(v1.0)",
179
(v1.0)",
            
180
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
180
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
181
      "position": 2,
181
      "position": 2,
            
182
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
182
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
183
\"\"}",
183
\"\"}",
            
184
      "resource_type": null,
184
      "resource_type": null,
            
185
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
185
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
186
\"shared_secret\": \"\"}",
186
\"shared_secret\": \"\"}",
            
187
      "size": 773453532,
187
      "size": 773453532,
            
188
      "state": "active",
188
      "state": "active",
            
189
      "url": 
189
      "url": 
            
190
-49eb-a082-2f9244034b19/download/ch_cropgrassmap_v2_4_withshrubs.tif",
190
-49eb-a082-2f9244034b19/download/ch_cropgrassmap_v2_4_withshrubs.tif",
            
191
      "url_type": "upload"
191
      "url_type": "upload"
            
192
    },
192
    },
            
193
    {
193
    {
            
194
      "cache_last_updated": null,
194
      "cache_last_updated": null,
            
195
      "cache_url": null,
195
      "cache_url": null,
            
196
      "created": "2021-01-26T10:09:55.749493",
196
      "created": "2021-01-26T10:09:55.749493",
            
197
      "description": "!!! Please check out the newer version in this 
197
      "description": "!!! Please check out the newer version in this 
            
198
repository !!! Assuming that sealed surfaces have little or no 
198
repository !!! Assuming that sealed surfaces have little or no 
            
199
phenological response we calculated a mask of unsealed surfaces based 
199
phenological response we calculated a mask of unsealed surfaces based 
            
200
on the 3 years (2017-2019) Sentinel-2 NDVI 95th percentile threshold 
200
on the 3 years (2017-2019) Sentinel-2 NDVI 95th percentile threshold 
            
201
value: 0.7.",
201
value: 0.7.",
            
202
      "doi": "",
202
      "doi": "",
            
203
      "format": "TIFF",
203
      "format": "TIFF",
            
204
      "hash": "",
204
      "hash": "",
            
205
      "id": "4643ef04-e299-4ed2-b03d-f16624ce2f29",
205
      "id": "4643ef04-e299-4ed2-b03d-f16624ce2f29",
            
206
      "last_modified": "2021-01-26T10:09:55.493934",
206
      "last_modified": "2021-01-26T10:09:55.493934",
            
207
      "metadata_modified": "2021-02-23T23:46:49.739091",
207
      "metadata_modified": "2021-02-23T23:46:49.739091",
            
208
      "mimetype": null,
208
      "mimetype": null,
            
209
      "mimetype_inner": null,
209
      "mimetype_inner": null,
            
210
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
210
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
            
211
years Sentinel-2 NDVI 95th percentile threshold value: 0.7 (v1.0)",
211
years Sentinel-2 NDVI 95th percentile threshold value: 0.7 (v1.0)",
            
212
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
212
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
213
      "position": 3,
213
      "position": 3,
            
214
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
214
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
215
\"\"}",
215
\"\"}",
            
216
      "resource_type": null,
216
      "resource_type": null,
            
217
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
217
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
218
\"shared_secret\": \"\"}",
218
\"shared_secret\": \"\"}",
            
219
      "size": 22351282,
219
      "size": 22351282,
            
220
      "state": "active",
220
      "state": "active",
            
221
      "url": 
221
      "url": 
            
222
ef04-e299-4ed2-b03d-f16624ce2f29/download/comb_sen2maskbuiltup07.tif",
222
ef04-e299-4ed2-b03d-f16624ce2f29/download/comb_sen2maskbuiltup07.tif",
            
223
      "url_type": "upload"
223
      "url_type": "upload"
            
224
    },
224
    },
            
225
    {
225
    {
            
226
      "cache_last_updated": null,
226
      "cache_last_updated": null,
            
227
      "cache_url": null,
227
      "cache_url": null,
            
228
      "created": "2021-01-26T10:11:57.144824",
228
      "created": "2021-01-26T10:11:57.144824",
            
229
      "description": "!!! Please check out the newer version in the 
229
      "description": "!!! Please check out the newer version in the 
            
230
repository !!! \r\nMask of unsealed surfaces of Switzerland based on 3 
230
repository !!! \r\nMask of unsealed surfaces of Switzerland based on 3 
            
231
years (2017-2019) Sentinel-2 NDVI 95th percentile threshold value: 
231
years (2017-2019) Sentinel-2 NDVI 95th percentile threshold value: 
            
232
0.6",
232
0.6",
            
233
      "doi": "",
233
      "doi": "",
            
234
      "format": "TIFF",
234
      "format": "TIFF",
            
235
      "hash": "",
235
      "hash": "",
            
236
      "id": "b358e0ad-50c8-45a8-b4fd-98ccf6d59532",
236
      "id": "b358e0ad-50c8-45a8-b4fd-98ccf6d59532",
            
237
      "last_modified": "2021-01-26T10:11:56.917508",
237
      "last_modified": "2021-01-26T10:11:56.917508",
            
238
      "metadata_modified": "2021-02-24T07:22:13.665598",
238
      "metadata_modified": "2021-02-24T07:22:13.665598",
            
239
      "mimetype": null,
239
      "mimetype": null,
            
240
      "mimetype_inner": null,
240
      "mimetype_inner": null,
            
241
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
241
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
            
242
years Sentinel-2 NDVI 95th percentile threshold value: 0.6  (v1.0)",
242
years Sentinel-2 NDVI 95th percentile threshold value: 0.6  (v1.0)",
            
243
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
243
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
244
      "position": 4,
244
      "position": 4,
            
245
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
245
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
246
\"\"}",
246
\"\"}",
            
247
      "resource_type": null,
247
      "resource_type": null,
            
248
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
248
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
249
\"shared_secret\": \"\"}",
249
\"shared_secret\": \"\"}",
            
250
      "size": 20469824,
250
      "size": 20469824,
            
251
      "state": "active",
251
      "state": "active",
            
252
      "url": 
252
      "url": 
            
253
e0ad-50c8-45a8-b4fd-98ccf6d59532/download/comb_sen2maskbuiltup06.tif",
253
e0ad-50c8-45a8-b4fd-98ccf6d59532/download/comb_sen2maskbuiltup06.tif",
            
254
      "url_type": "upload"
254
      "url_type": "upload"
            
255
    },
255
    },
            
256
    {
256
    {
            
257
      "cache_last_updated": null,
257
      "cache_last_updated": null,
            
258
      "cache_url": null,
258
      "cache_url": null,
            
n
259
      "created": "2021-02-23T23:35:43.920175",
n

            
260
      "description": "(1) cropland; (2) grassland; (3) shrubland; 

            
261
other LC classes are masked out from the map",

            
262
      "doi": "",

            
263
      "format": "geotiff",

            
264
      "hash": "",

            
265
      "id": "8327ecfe-76dc-4172-887e-f38f7ffd2037",

            
266
      "last_modified": null,

            
267
      "metadata_modified": "2021-03-26T14:23:44.415852",

            
268
      "mimetype": null,

            
269
      "mimetype_inner": null,

            
270
      "name": "Cropland, grassland, and shrubland map of Switzerland 

            
271
(v1.5)",

            
272
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",

            
273
      "position": 5,

            
274
      "resource_size": "{\"size_value\": \"\", \"size_units\": 

            
275
\"kb\"}",

            
276
      "resource_type": null,

            
277
      "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", 

            
278
\"shared_secret\": \"\"}",

            
279
      "size": 46196707,

            
280
      "state": "active",

            
281
      "url": 

            
282
e-76dc-4172-887e-f38f7ffd2037/download/ch_cropgrassshrubmap_v1_5.tif",

            
283
      "url_type": "upload"

            
284
    },

            
285
    {

            
286
      "cache_last_updated": null,

            
287
      "cache_url": null,

            
288
      "created": "2021-02-23T23:48:13.770424",
259
      "created": "2021-02-23T23:48:13.770424",
            
289
      "description": "Assuming that sealed surfaces have little or no 
260
      "description": "Assuming that sealed surfaces have little or no 
            
290
phenological response we calculated a mask of unsealed surfaces based 
261
phenological response we calculated a mask of unsealed surfaces based 
            
291
on the 3 years (2017-2019) Sentinel-2 NDVI 95th percentile threshold 
262
on the 3 years (2017-2019) Sentinel-2 NDVI 95th percentile threshold 
            
292
value: 0.7.",
263
value: 0.7.",
            
293
      "doi": "",
264
      "doi": "",
            
294
      "format": "geotiff",
265
      "format": "geotiff",
            
295
      "hash": "",
266
      "hash": "",
            
296
      "id": "eec7d4b4-f008-46e2-8579-5eacb08d0af3",
267
      "id": "eec7d4b4-f008-46e2-8579-5eacb08d0af3",
            
297
      "last_modified": null,
268
      "last_modified": null,
            
298
      "metadata_modified": "2021-03-03T14:40:22.904127",
269
      "metadata_modified": "2021-03-03T14:40:22.904127",
            
299
      "mimetype": null,
270
      "mimetype": null,
            
300
      "mimetype_inner": null,
271
      "mimetype_inner": null,
            
301
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
272
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
            
302
years Sentinel-2 NDVI 95th percentile threshold value: 0.7 (v1.5)",
273
years Sentinel-2 NDVI 95th percentile threshold value: 0.7 (v1.5)",
            
303
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
274
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
n
304
      "position": 6,
n
275
      "position": 5,
            
305
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
276
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
306
\"\"}",
277
\"\"}",
            
307
      "resource_type": null,
278
      "resource_type": null,
            
308
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
279
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
309
\"shared_secret\": \"\"}",
280
\"shared_secret\": \"\"}",
            
310
      "size": 22570948,
281
      "size": 22570948,
            
311
      "state": "active",
282
      "state": "active",
            
312
      "url": 
283
      "url": 
            
313
d4b4-f008-46e2-8579-5eacb08d0af3/download/comb_sen2maskbuiltup07.tif",
284
d4b4-f008-46e2-8579-5eacb08d0af3/download/comb_sen2maskbuiltup07.tif",
            
314
      "url_type": "upload"
285
      "url_type": "upload"
            
315
    },
286
    },
            
316
    {
287
    {
            
317
      "cache_last_updated": null,
288
      "cache_last_updated": null,
            
318
      "cache_url": null,
289
      "cache_url": null,
            
319
      "created": "2021-02-24T07:23:31.383727",
290
      "created": "2021-02-24T07:23:31.383727",
            
320
      "description": "Assuming that sealed surfaces have little or no 
291
      "description": "Assuming that sealed surfaces have little or no 
            
321
phenological response we calculated a mask of unsealed surfaces based 
292
phenological response we calculated a mask of unsealed surfaces based 
            
322
on the 3 years (2017-2019) Sentinel-2 NDVI 95th percentile threshold 
293
on the 3 years (2017-2019) Sentinel-2 NDVI 95th percentile threshold 
            
323
value: 0.6.",
294
value: 0.6.",
            
324
      "doi": "",
295
      "doi": "",
            
325
      "format": "geotiff",
296
      "format": "geotiff",
            
326
      "hash": "",
297
      "hash": "",
            
327
      "id": "91da5476-fbb3-4a39-9b74-6be939b68b94",
298
      "id": "91da5476-fbb3-4a39-9b74-6be939b68b94",
            
328
      "last_modified": null,
299
      "last_modified": null,
            
329
      "metadata_modified": "2021-02-24T07:24:09.543554",
300
      "metadata_modified": "2021-02-24T07:24:09.543554",
            
330
      "mimetype": null,
301
      "mimetype": null,
            
331
      "mimetype_inner": null,
302
      "mimetype_inner": null,
            
332
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
303
      "name": "Mask of unsealed surfaces of Switzerland based on 3 
            
333
years Sentinel-2 NDVI 95th percentile threshold value: 0.6 (v1.5)",
304
years Sentinel-2 NDVI 95th percentile threshold value: 0.6 (v1.5)",
            
334
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
305
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
n
335
      "position": 7,
n
306
      "position": 6,
            
336
      "resource_size": "{\"size_value\": \"\", \"size_units\": 
307
      "resource_size": "{\"size_value\": \"\", \"size_units\": 
            
337
\"kb\"}",
308
\"kb\"}",
            
338
      "resource_type": null,
309
      "resource_type": null,
            
339
      "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", 
310
      "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", 
            
340
\"shared_secret\": \"\"}",
311
\"shared_secret\": \"\"}",
            
341
      "size": 20648702,
312
      "size": 20648702,
            
342
      "state": "active",
313
      "state": "active",
            
343
      "url": 
314
      "url": 
            
344
5476-fbb3-4a39-9b74-6be939b68b94/download/comb_sen2maskbuiltup06.tif",
315
5476-fbb3-4a39-9b74-6be939b68b94/download/comb_sen2maskbuiltup06.tif",
            
345
      "url_type": "upload"
316
      "url_type": "upload"
            
346
    },
317
    },
            
347
    {
318
    {
            
348
      "cache_last_updated": null,
319
      "cache_last_updated": null,
            
349
      "cache_url": null,
320
      "cache_url": null,
            
350
      "created": "2021-03-08T08:24:54.688432",
321
      "created": "2021-03-08T08:24:54.688432",
            
351
      "description": "The code used in Google Earth Engine to derive 
322
      "description": "The code used in Google Earth Engine to derive 
            
352
the cropland, grassland and shrubland map of Switzerland. Compare to 
323
the cropland, grassland and shrubland map of Switzerland. Compare to 
            
353
the previous version the newer version includes the shadow masking 
324
the previous version the newer version includes the shadow masking 
            
354
procedure which might be important in the mountainous areas.",
325
procedure which might be important in the mountainous areas.",
            
355
      "doi": "",
326
      "doi": "",
            
356
      "format": "JS",
327
      "format": "JS",
            
357
      "hash": "",
328
      "hash": "",
            
358
      "id": "44ff8fb6-ac93-4278-a645-9a1e81d1ce2f",
329
      "id": "44ff8fb6-ac93-4278-a645-9a1e81d1ce2f",
            
359
      "last_modified": null,
330
      "last_modified": null,
            
360
      "metadata_modified": "2021-03-10T12:26:03.934744",
331
      "metadata_modified": "2021-03-10T12:26:03.934744",
            
361
      "mimetype": null,
332
      "mimetype": null,
            
362
      "mimetype_inner": null,
333
      "mimetype_inner": null,
            
363
      "name": "GEE (Google Earth Engine) script (JavaScript) to 
334
      "name": "GEE (Google Earth Engine) script (JavaScript) to 
            
364
derived the output map  (v1.5)",
335
derived the output map  (v1.5)",
            
365
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
336
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
n
366
      "position": 8,
n
337
      "position": 7,
            
367
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
338
      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
368
\"\"}",
339
\"\"}",
            
369
      "resource_type": null,
340
      "resource_type": null,
            
370
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
341
      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
371
\"shared_secret\": \"\"}",
342
\"shared_secret\": \"\"}",
            
372
      "size": 12925,
343
      "size": 12925,
            
373
      "state": "active",
344
      "state": "active",
            
374
      "url": 
345
      "url": 
            
375
ownload/sentinel12_wholech_croplandgraslandshrubland_published_v2.js",
346
ownload/sentinel12_wholech_croplandgraslandshrubland_published_v2.js",
            
376
      "url_type": "upload"
347
      "url_type": "upload"
            
377
    },
348
    },
            
378
    {
349
    {
            
379
      "cache_last_updated": null,
350
      "cache_last_updated": null,
            
380
      "cache_url": null,
351
      "cache_url": null,
            
381
      "created": "2021-03-26T15:59:58.856682",
352
      "created": "2021-03-26T15:59:58.856682",
            
382
      "description": "(1) cropland; (2) grassland; other LC classes 
353
      "description": "(1) cropland; (2) grassland; other LC classes 
            
383
are masked out from the map\r\n",
354
are masked out from the map\r\n",
            
384
      "doi": "",
355
      "doi": "",
            
385
      "format": "geotiff",
356
      "format": "geotiff",
            
386
      "hash": "",
357
      "hash": "",
            
387
      "id": "05a74913-fbe7-477a-9d8a-d1e4f97c30c2",
358
      "id": "05a74913-fbe7-477a-9d8a-d1e4f97c30c2",
            
388
      "last_modified": null,
359
      "last_modified": null,
            
389
      "metadata_modified": "2021-03-26T15:59:58.823949",
360
      "metadata_modified": "2021-03-26T15:59:58.823949",
            
390
      "mimetype": null,
361
      "mimetype": null,
            
391
      "mimetype_inner": null,
362
      "mimetype_inner": null,
            
392
      "name": "(current version) Cropland and grassland map of 
363
      "name": "(current version) Cropland and grassland map of 
            
393
Switzerland (v.1.5)",
364
Switzerland (v.1.5)",
            
394
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
365
      "package_id": "00ff9ac3-c96b-4cb5-a300-b205ad9698cc",
            
t
395
      "position": 9,
t
366
      "position": 8,
            
396
      "resource_size": "{\"size_value\": \"\", \"size_units\": 
367
      "resource_size": "{\"size_value\": \"\", \"size_units\": 
            
397
\"kb\"}",
368
\"kb\"}",
            
398
      "resource_type": null,
369
      "resource_type": null,
            
399
      "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", 
370
      "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", 
            
400
\"shared_secret\": \"\"}",
371
\"shared_secret\": \"\"}",
            
401
      "size": 36873826,
372
      "size": 36873826,
            
402
      "state": "active",
373
      "state": "active",
            
403
      "url": 
374
      "url": 
            
404
a74913-fbe7-477a-9d8a-d1e4f97c30c2/download/ch_cropgrassmap_v1_5.tif",
375
a74913-fbe7-477a-9d8a-d1e4f97c30c2/download/ch_cropgrassmap_v1_5.tif",
            
405
      "url_type": "upload"
376
      "url_type": "upload"
            
406
    }
377
    }
            
407
  ],
378
  ],
            
408
  "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[5.95587, 
379
  "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[5.95587, 
            
409
45.81802],[5.95587, 47.80838],[10.49203, 47.80838],[10.49203, 
380
45.81802],[5.95587, 47.80838],[10.49203, 47.80838],[10.49203, 
            
410
45.81802],[5.95587, 45.81802]]]}",
381
45.81802],[5.95587, 45.81802]]]}",
            
411
  "spatial_info": "Switzerland",
382
  "spatial_info": "Switzerland",
            
412
  "state": "active",
383
  "state": "active",
            
413
  "subtitle": "",
384
  "subtitle": "",
            
414
  "tags": [
385
  "tags": [
            
415
    {
386
    {
            
416
      "display_name": "AGRICULTURE",
387
      "display_name": "AGRICULTURE",
            
417
      "id": "a8649c06-62b7-4b27-978a-0e75a192937b",
388
      "id": "a8649c06-62b7-4b27-978a-0e75a192937b",
            
418
      "name": "AGRICULTURE",
389
      "name": "AGRICULTURE",
            
419
      "state": "active",
390
      "state": "active",
            
420
      "vocabulary_id": null
391
      "vocabulary_id": null
            
421
    },
392
    },
            
422
    {
393
    {
            
423
      "display_name": "CROPLAND",
394
      "display_name": "CROPLAND",
            
424
      "id": "e1b31066-3152-490c-b005-2b271f0c558f",
395
      "id": "e1b31066-3152-490c-b005-2b271f0c558f",
            
425
      "name": "CROPLAND",
396
      "name": "CROPLAND",
            
426
      "state": "active",
397
      "state": "active",
            
427
      "vocabulary_id": null
398
      "vocabulary_id": null
            
428
    },
399
    },
            
429
    {
400
    {
            
430
      "display_name": "GRASSLAND",
401
      "display_name": "GRASSLAND",
            
431
      "id": "fa420fc0-5693-4358-bc61-4951b239457c",
402
      "id": "fa420fc0-5693-4358-bc61-4951b239457c",
            
432
      "name": "GRASSLAND",
403
      "name": "GRASSLAND",
            
433
      "state": "active",
404
      "state": "active",
            
434
      "vocabulary_id": null
405
      "vocabulary_id": null
            
435
    },
406
    },
            
436
    {
407
    {
            
437
      "display_name": "HABITAT",
408
      "display_name": "HABITAT",
            
438
      "id": "af968922-763a-4f34-b156-a33745dc1852",
409
      "id": "af968922-763a-4f34-b156-a33745dc1852",
            
439
      "name": "HABITAT",
410
      "name": "HABITAT",
            
440
      "state": "active",
411
      "state": "active",
            
441
      "vocabulary_id": null
412
      "vocabulary_id": null
            
442
    },
413
    },
            
443
    {
414
    {
            
444
      "display_name": "MACHINE LEARNING",
415
      "display_name": "MACHINE LEARNING",
            
445
      "id": "66c2084e-b683-47a2-878c-48f33c6e2a78",
416
      "id": "66c2084e-b683-47a2-878c-48f33c6e2a78",
            
446
      "name": "MACHINE LEARNING",
417
      "name": "MACHINE LEARNING",
            
447
      "state": "active",
418
      "state": "active",
            
448
      "vocabulary_id": null
419
      "vocabulary_id": null
            
449
    },
420
    },
            
450
    {
421
    {
            
451
      "display_name": "PHENOLOGY",
422
      "display_name": "PHENOLOGY",
            
452
      "id": "3f7b06c0-1aa5-4583-8363-c51e215c31fc",
423
      "id": "3f7b06c0-1aa5-4583-8363-c51e215c31fc",
            
453
      "name": "PHENOLOGY",
424
      "name": "PHENOLOGY",
            
454
      "state": "active",
425
      "state": "active",
            
455
      "vocabulary_id": null
426
      "vocabulary_id": null
            
456
    },
427
    },
            
457
    {
428
    {
            
458
      "display_name": "REMOTE SENSING",
429
      "display_name": "REMOTE SENSING",
            
459
      "id": "1bc9d51e-2500-44a7-857b-13710a59e4be",
430
      "id": "1bc9d51e-2500-44a7-857b-13710a59e4be",
            
460
      "name": "REMOTE SENSING",
431
      "name": "REMOTE SENSING",
            
461
      "state": "active",
432
      "state": "active",
            
462
      "vocabulary_id": null
433
      "vocabulary_id": null
            
463
    },
434
    },
            
464
    {
435
    {
            
465
      "display_name": "SENTINEL-2",
436
      "display_name": "SENTINEL-2",
            
466
      "id": "1fcb6de2-5d54-45cf-a42f-751cec4ebe86",
437
      "id": "1fcb6de2-5d54-45cf-a42f-751cec4ebe86",
            
467
      "name": "SENTINEL-2",
438
      "name": "SENTINEL-2",
            
468
      "state": "active",
439
      "state": "active",
            
469
      "vocabulary_id": null
440
      "vocabulary_id": null
            
470
    },
441
    },
            
471
    {
442
    {
            
472
      "display_name": "SWITZERLAND",
443
      "display_name": "SWITZERLAND",
            
473
      "id": "97ac3564-bb88-46ad-9fe4-b7d606e0aa3a",
444
      "id": "97ac3564-bb88-46ad-9fe4-b7d606e0aa3a",
            
474
      "name": "SWITZERLAND",
445
      "name": "SWITZERLAND",
            
475
      "state": "active",
446
      "state": "active",
            
476
      "vocabulary_id": null
447
      "vocabulary_id": null
            
477
    },
448
    },
            
478
    {
449
    {
            
479
      "display_name": "VEGETATION INDICES",
450
      "display_name": "VEGETATION INDICES",
            
480
      "id": "9a6c8ef8-2980-4a11-a3c0-8e9f8a515c6c",
451
      "id": "9a6c8ef8-2980-4a11-a3c0-8e9f8a515c6c",
            
481
      "name": "VEGETATION INDICES",
452
      "name": "VEGETATION INDICES",
            
482
      "state": "active",
453
      "state": "active",
            
483
      "vocabulary_id": null
454
      "vocabulary_id": null
            
484
    }
455
    }
            
485
  ],
456
  ],
            
486
  "title": "Cropland and grassland map of Switzerland based on 
457
  "title": "Cropland and grassland map of Switzerland based on 
            
487
Sentinel-2 data",
458
Sentinel-2 data",
            
488
  "type": "dataset",
459
  "type": "dataset",
            
489
  "url": null,
460
  "url": null,
            
490
  "version": "1.5"
461
  "version": "1.5"
            
491
}
462
}