Changes
On March 18, 2023 at 12:50:41 PM UTC, Administrator:
-
Changed value of field
publication_state
toapproved
in Weather, snowpack and avalanche occurrence data for automated prediction of wet-snow avalanche activity
f | 1 | { | f | 1 | { |
2 | "author": "[{\"affiliation\": \"WSL Institute for Snow and Avalanche | 2 | "author": "[{\"affiliation\": \"WSL Institute for Snow and Avalanche | ||
3 | Research SLF\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | 3 | Research SLF\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | ||
4 | \"data_credit\": [\"curation\", \"software\", \"publication\"], | 4 | \"data_credit\": [\"curation\", \"software\", \"publication\"], | ||
5 | \"email\": \"martin.hendrick@slf.ch\", \"given_name\": \"Martin\", | 5 | \"email\": \"martin.hendrick@slf.ch\", \"given_name\": \"Martin\", | ||
6 | \"identifier\": \"\", \"name\": \"Hendrick\"}, {\"affiliation\": \"WSL | 6 | \"identifier\": \"\", \"name\": \"Hendrick\"}, {\"affiliation\": \"WSL | ||
7 | Institute for Snow and Avalanche Research SLF\", \"affiliation_02\": | 7 | Institute for Snow and Avalanche Research SLF\", \"affiliation_02\": | ||
8 | \"\", \"affiliation_03\": \"\", \"data_credit\": [\"curation\", | 8 | \"\", \"affiliation_03\": \"\", \"data_credit\": [\"curation\", | ||
9 | \"software\", \"publication\"], \"email\": \"techel@slf.ch\", | 9 | \"software\", \"publication\"], \"email\": \"techel@slf.ch\", | ||
10 | \"given_name\": \"Frank\", \"identifier\": \"0000-0001-5686-6127\", | 10 | \"given_name\": \"Frank\", \"identifier\": \"0000-0001-5686-6127\", | ||
11 | \"name\": \"Techel\"}, {\"affiliation\": \"Swiss Data Science | 11 | \"name\": \"Techel\"}, {\"affiliation\": \"Swiss Data Science | ||
12 | Center\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | 12 | Center\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | ||
13 | \"data_credit\": [\"curation\", \"software\", \"publication\"], | 13 | \"data_credit\": [\"curation\", \"software\", \"publication\"], | ||
14 | \"email\": \"michele.volpi@sdsc.ethz.ch\", \"given_name\": | 14 | \"email\": \"michele.volpi@sdsc.ethz.ch\", \"given_name\": | ||
15 | \"Michele\", \"identifier\": \"\", \"name\": \"Volpi\"}, | 15 | \"Michele\", \"identifier\": \"\", \"name\": \"Volpi\"}, | ||
16 | {\"affiliation\": \"Swiss Data Science Center\", \"affiliation_02\": | 16 | {\"affiliation\": \"Swiss Data Science Center\", \"affiliation_02\": | ||
17 | \"\", \"affiliation_03\": \"\", \"data_credit\": [\"software\", | 17 | \"\", \"affiliation_03\": \"\", \"data_credit\": [\"software\", | ||
18 | \"publication\"], \"email\": \"tasko.olevski@sdsc.ethz.ch\", | 18 | \"publication\"], \"email\": \"tasko.olevski@sdsc.ethz.ch\", | ||
19 | \"given_name\": \"Tasko\", \"identifier\": \"\", \"name\": | 19 | \"given_name\": \"Tasko\", \"identifier\": \"\", \"name\": | ||
20 | \"Olevski\"}, {\"affiliation\": \"WSL Institute for Snow and Avalanche | 20 | \"Olevski\"}, {\"affiliation\": \"WSL Institute for Snow and Avalanche | ||
21 | Research SLF\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | 21 | Research SLF\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | ||
22 | \"data_credit\": [\"curation\", \"software\", \"publication\"], | 22 | \"data_credit\": [\"curation\", \"software\", \"publication\"], | ||
23 | \"email\": \"cristina.perez@slf.ch\", \"given_name\": \"Cristina\", | 23 | \"email\": \"cristina.perez@slf.ch\", \"given_name\": \"Cristina\", | ||
24 | \"identifier\": \"\", \"name\": \"Perez\"}, {\"affiliation\": \"WSL | 24 | \"identifier\": \"\", \"name\": \"Perez\"}, {\"affiliation\": \"WSL | ||
25 | Institute for Snow and Avalanche Research SLF\", \"affiliation_02\": | 25 | Institute for Snow and Avalanche Research SLF\", \"affiliation_02\": | ||
26 | \"\", \"affiliation_03\": \"\", \"data_credit\": [\"publication\", | 26 | \"\", \"affiliation_03\": \"\", \"data_credit\": [\"publication\", | ||
27 | \"supervision\"], \"email\": \"vanherwijnen@slf.ch\", \"given_name\": | 27 | \"supervision\"], \"email\": \"vanherwijnen@slf.ch\", \"given_name\": | ||
28 | \"Alec\", \"identifier\": \"0000-0001-5637-6486\", \"name\": \"van | 28 | \"Alec\", \"identifier\": \"0000-0001-5637-6486\", \"name\": \"van | ||
29 | Herwijnen\"}, {\"affiliation\": \"WSL Institute for Snow and Avalanche | 29 | Herwijnen\"}, {\"affiliation\": \"WSL Institute for Snow and Avalanche | ||
30 | Research SLF\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | 30 | Research SLF\", \"affiliation_02\": \"\", \"affiliation_03\": \"\", | ||
31 | \"data_credit\": [\"publication\", \"supervision\"], \"email\": | 31 | \"data_credit\": [\"publication\", \"supervision\"], \"email\": | ||
32 | \"schweizer@slf.ch\", \"given_name\": \"J\\u00fcrg\", \"identifier\": | 32 | \"schweizer@slf.ch\", \"given_name\": \"J\\u00fcrg\", \"identifier\": | ||
33 | \"0000-0001-5076-2968\", \"name\": \"Schweizer\"}]", | 33 | \"0000-0001-5076-2968\", \"name\": \"Schweizer\"}]", | ||
34 | "author_email": null, | 34 | "author_email": null, | ||
35 | "creator_user_id": "b517868e-17ff-410b-ac56-167bba4aeab2", | 35 | "creator_user_id": "b517868e-17ff-410b-ac56-167bba4aeab2", | ||
36 | "date": "[{\"date\": \"2023-02-27\", \"date_type\": \"created\", | 36 | "date": "[{\"date\": \"2023-02-27\", \"date_type\": \"created\", | ||
37 | \"end_date\": \"\"}]", | 37 | \"end_date\": \"\"}]", | ||
38 | "doi": "10.16904/envidat.384", | 38 | "doi": "10.16904/envidat.384", | ||
39 | "funding": "[{\"grant_number\": \"C18-05 \u201cDEAPSsnow\u201d\", | 39 | "funding": "[{\"grant_number\": \"C18-05 \u201cDEAPSsnow\u201d\", | ||
40 | \"institution\": \"Swiss Data Science Center Grant\", | 40 | \"institution\": \"Swiss Data Science Center Grant\", | ||
41 | \"institution_url\": \"https://datascience.ch/\"}]", | 41 | \"institution_url\": \"https://datascience.ch/\"}]", | ||
42 | "groups": [], | 42 | "groups": [], | ||
43 | "id": "85784661-59c0-440c-a028-2c72e97350d5", | 43 | "id": "85784661-59c0-440c-a028-2c72e97350d5", | ||
44 | "isopen": false, | 44 | "isopen": false, | ||
45 | "language": "en", | 45 | "language": "en", | ||
46 | "license_id": "wsl-data", | 46 | "license_id": "wsl-data", | ||
47 | "license_title": "WSL Data Policy", | 47 | "license_title": "WSL Data Policy", | ||
48 | "license_url": | 48 | "license_url": | ||
49 | ps://www.wsl.ch/en/about-wsl/programmes-and-initiatives/envidat.html", | 49 | ps://www.wsl.ch/en/about-wsl/programmes-and-initiatives/envidat.html", | ||
50 | "maintainer": "{\"affiliation\": \"WSL Institute for Snow and | 50 | "maintainer": "{\"affiliation\": \"WSL Institute for Snow and | ||
51 | Avalanche Research SLF\", \"email\": \"martin.hendrick@slf.ch\", | 51 | Avalanche Research SLF\", \"email\": \"martin.hendrick@slf.ch\", | ||
52 | \"given_name\": \"Martin\", \"identifier\": \"\", \"name\": | 52 | \"given_name\": \"Martin\", \"identifier\": \"\", \"name\": | ||
53 | \"Hendrick\"}", | 53 | \"Hendrick\"}", | ||
54 | "maintainer_email": null, | 54 | "maintainer_email": null, | ||
55 | "metadata_created": "2023-02-27T10:09:03.354154", | 55 | "metadata_created": "2023-02-27T10:09:03.354154", | ||
n | 56 | "metadata_modified": "2023-03-16T17:16:00.175406", | n | 56 | "metadata_modified": "2023-03-18T12:50:41.211959", |
57 | "name": "data_wet_aval_model", | 57 | "name": "data_wet_aval_model", | ||
58 | "notes": "Datasets used to implement the wet-snow avalanche activity | 58 | "notes": "Datasets used to implement the wet-snow avalanche activity | ||
59 | model presented in the article:\r\n\r\nHendrick, M., Techel, F., | 59 | model presented in the article:\r\n\r\nHendrick, M., Techel, F., | ||
60 | Volpi, M., Olevski, T., P\u00e9rez-Guill\u00e9n, C., van Herwijnen, | 60 | Volpi, M., Olevski, T., P\u00e9rez-Guill\u00e9n, C., van Herwijnen, | ||
61 | A., Schweizer, J. (2023). Automated prediction of wet-snow avalanche | 61 | A., Schweizer, J. (2023). Automated prediction of wet-snow avalanche | ||
62 | activity in the Swiss Alps. Journal of Glaciology, under | 62 | activity in the Swiss Alps. Journal of Glaciology, under | ||
63 | review\r\n\r\nEach dataset includes the input variables (weather and | 63 | review\r\n\r\nEach dataset includes the input variables (weather and | ||
64 | snowpack features) and the target variable (wet-snow avalanche day or | 64 | snowpack features) and the target variable (wet-snow avalanche day or | ||
65 | not) used to build the model. Additionally, Dataset3_nowcast and | 65 | not) used to build the model. Additionally, Dataset3_nowcast and | ||
66 | Dataset3_forecast contain the predictions provided by the RF12 | 66 | Dataset3_forecast contain the predictions provided by the RF12 | ||
67 | model.\r\n\r\nAll input variables are described in the Appendix of the | 67 | model.\r\n\r\nAll input variables are described in the Appendix of the | ||
68 | article and also in the read_me file. Further information on SNOWPACK | 68 | article and also in the read_me file. Further information on SNOWPACK | ||
69 | variables is also available at https://models.slf.ch/p/snowpack/ .", | 69 | variables is also available at https://models.slf.ch/p/snowpack/ .", | ||
70 | "num_resources": 5, | 70 | "num_resources": 5, | ||
71 | "num_tags": 5, | 71 | "num_tags": 5, | ||
72 | "organization": { | 72 | "organization": { | ||
73 | "approval_status": "approved", | 73 | "approval_status": "approved", | ||
74 | "created": "2019-09-27T12:40:13.473824", | 74 | "created": "2019-09-27T12:40:13.473824", | ||
75 | "description": "Snow avalanches \u2013 a type of fast-moving mass | 75 | "description": "Snow avalanches \u2013 a type of fast-moving mass | ||
76 | movement \u2013 occur in snow covered mountain areas throughout the | 76 | movement \u2013 occur in snow covered mountain areas throughout the | ||
77 | world and may cause property damage and loss of life as they interfere | 77 | world and may cause property damage and loss of life as they interfere | ||
78 | with human activities. Most avalanches release from terrain steeper | 78 | with human activities. Most avalanches release from terrain steeper | ||
79 | than about 30\u00b0 during or soon after snow storms, or are triggered | 79 | than about 30\u00b0 during or soon after snow storms, or are triggered | ||
80 | by snow loading due to wind, or by a temperature change. Snow slab | 80 | by snow loading due to wind, or by a temperature change. Snow slab | ||
81 | avalanches can also be triggered artificially by, for example, people | 81 | avalanches can also be triggered artificially by, for example, people | ||
82 | (usually unintentionally) or intentionally by explosives used as part | 82 | (usually unintentionally) or intentionally by explosives used as part | ||
83 | of avalanche control programs. Today, most avalanche fatalities are | 83 | of avalanche control programs. Today, most avalanche fatalities are | ||
84 | recreationists. Independent of the triggering mode, the snowpack | 84 | recreationists. Independent of the triggering mode, the snowpack | ||
85 | layering is decisive for the instability of the snowpack which | 85 | layering is decisive for the instability of the snowpack which | ||
86 | consists of layers with varying properties. The complex microstructure | 86 | consists of layers with varying properties. The complex microstructure | ||
87 | of snow and spatial variations in snow layer properties across the | 87 | of snow and spatial variations in snow layer properties across the | ||
88 | terrain limit the predictability of snow avalanches. Even today, it is | 88 | terrain limit the predictability of snow avalanches. Even today, it is | ||
89 | not possible to predict the exact location, time and extent of an | 89 | not possible to predict the exact location, time and extent of an | ||
90 | avalanche event. Improving avalanche prediction requires a better | 90 | avalanche event. Improving avalanche prediction requires a better | ||
91 | understanding of the underlying processes. ", | 91 | understanding of the underlying processes. ", | ||
92 | "id": "a357f01f-845b-4b61-9ad0-f204d3332c52", | 92 | "id": "a357f01f-845b-4b61-9ad0-f204d3332c52", | ||
93 | "image_url": "2019-09-27-104013.456832slf.png", | 93 | "image_url": "2019-09-27-104013.456832slf.png", | ||
94 | "is_organization": true, | 94 | "is_organization": true, | ||
95 | "name": "avalanche-formation", | 95 | "name": "avalanche-formation", | ||
96 | "state": "active", | 96 | "state": "active", | ||
97 | "title": "Avalanche Formation and Dynamics", | 97 | "title": "Avalanche Formation and Dynamics", | ||
98 | "type": "organization" | 98 | "type": "organization" | ||
99 | }, | 99 | }, | ||
100 | "owner_org": "a357f01f-845b-4b61-9ad0-f204d3332c52", | 100 | "owner_org": "a357f01f-845b-4b61-9ad0-f204d3332c52", | ||
101 | "private": false, | 101 | "private": false, | ||
102 | "publication": "{\"publication_year\": \"2023\", \"publisher\": | 102 | "publication": "{\"publication_year\": \"2023\", \"publisher\": | ||
103 | \"EnviDat\"}", | 103 | \"EnviDat\"}", | ||
t | 104 | "publication_state": "pub_pending", | t | 104 | "publication_state": "approved", |
105 | "related_datasets": "", | 105 | "related_datasets": "", | ||
106 | "related_publications": "", | 106 | "related_publications": "", | ||
107 | "relationships_as_object": [], | 107 | "relationships_as_object": [], | ||
108 | "relationships_as_subject": [], | 108 | "relationships_as_subject": [], | ||
109 | "resource_type": "dataset", | 109 | "resource_type": "dataset", | ||
110 | "resource_type_general": "dataset", | 110 | "resource_type_general": "dataset", | ||
111 | "resources": [ | 111 | "resources": [ | ||
112 | { | 112 | { | ||
113 | "cache_last_updated": null, | 113 | "cache_last_updated": null, | ||
114 | "cache_url": null, | 114 | "cache_url": null, | ||
115 | "created": "2023-02-27T10:09:38.355008", | 115 | "created": "2023-02-27T10:09:38.355008", | ||
116 | "description": "This dataset contains input and target data for | 116 | "description": "This dataset contains input and target data for | ||
117 | winters before September 2020. Dataset1 was used for training model | 117 | winters before September 2020. Dataset1 was used for training model | ||
118 | RF12.", | 118 | RF12.", | ||
119 | "doi": "", | 119 | "doi": "", | ||
120 | "format": "CSV", | 120 | "format": "CSV", | ||
121 | "hash": "", | 121 | "hash": "", | ||
122 | "id": "5919bf40-5bb8-4018-8b19-25927e415a16", | 122 | "id": "5919bf40-5bb8-4018-8b19-25927e415a16", | ||
123 | "last_modified": "2023-02-27T12:28:06.109600", | 123 | "last_modified": "2023-02-27T12:28:06.109600", | ||
124 | "metadata_modified": "2023-02-27T11:28:06.521498", | 124 | "metadata_modified": "2023-02-27T11:28:06.521498", | ||
125 | "mimetype": null, | 125 | "mimetype": null, | ||
126 | "mimetype_inner": null, | 126 | "mimetype_inner": null, | ||
127 | "name": "dataset1", | 127 | "name": "dataset1", | ||
128 | "package_id": "85784661-59c0-440c-a028-2c72e97350d5", | 128 | "package_id": "85784661-59c0-440c-a028-2c72e97350d5", | ||
129 | "position": 0, | 129 | "position": 0, | ||
130 | "publication_state": "", | 130 | "publication_state": "", | ||
131 | "resource_size": "{\"size_value\": \"\", \"size_units\": | 131 | "resource_size": "{\"size_value\": \"\", \"size_units\": | ||
132 | \"kb\"}", | 132 | \"kb\"}", | ||
133 | "resource_type": null, | 133 | "resource_type": null, | ||
134 | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", | 134 | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", | ||
135 | \"shared_secret\": \"\"}", | 135 | \"shared_secret\": \"\"}", | ||
136 | "size": 2728414, | 136 | "size": 2728414, | ||
137 | "state": "active", | 137 | "state": "active", | ||
138 | "url": | 138 | "url": | ||
139 | /resource/5919bf40-5bb8-4018-8b19-25927e415a16/download/dataset1.csv", | 139 | /resource/5919bf40-5bb8-4018-8b19-25927e415a16/download/dataset1.csv", | ||
140 | "url_type": "upload" | 140 | "url_type": "upload" | ||
141 | }, | 141 | }, | ||
142 | { | 142 | { | ||
143 | "cache_last_updated": null, | 143 | "cache_last_updated": null, | ||
144 | "cache_url": null, | 144 | "cache_url": null, | ||
145 | "created": "2023-02-27T11:30:23.730339", | 145 | "created": "2023-02-27T11:30:23.730339", | ||
146 | "description": "This dataset contains input and target data for | 146 | "description": "This dataset contains input and target data for | ||
147 | winter 2020-2021. Dataset2 was used for training model RF12.", | 147 | winter 2020-2021. Dataset2 was used for training model RF12.", | ||
148 | "doi": "", | 148 | "doi": "", | ||
149 | "format": "CSV", | 149 | "format": "CSV", | ||
150 | "hash": "", | 150 | "hash": "", | ||
151 | "id": "42c796be-2f67-42d0-9cbb-ae848903be3d", | 151 | "id": "42c796be-2f67-42d0-9cbb-ae848903be3d", | ||
152 | "last_modified": null, | 152 | "last_modified": null, | ||
153 | "metadata_modified": "2023-02-27T11:30:23.711186", | 153 | "metadata_modified": "2023-02-27T11:30:23.711186", | ||
154 | "mimetype": null, | 154 | "mimetype": null, | ||
155 | "mimetype_inner": null, | 155 | "mimetype_inner": null, | ||
156 | "name": "dataset2", | 156 | "name": "dataset2", | ||
157 | "package_id": "85784661-59c0-440c-a028-2c72e97350d5", | 157 | "package_id": "85784661-59c0-440c-a028-2c72e97350d5", | ||
158 | "position": 1, | 158 | "position": 1, | ||
159 | "publication_state": "", | 159 | "publication_state": "", | ||
160 | "resource_size": "{\"size_value\": \"\", \"size_units\": | 160 | "resource_size": "{\"size_value\": \"\", \"size_units\": | ||
161 | \"kb\"}", | 161 | \"kb\"}", | ||
162 | "resource_type": null, | 162 | "resource_type": null, | ||
163 | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", | 163 | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", | ||
164 | \"shared_secret\": \"\"}", | 164 | \"shared_secret\": \"\"}", | ||
165 | "size": 4255845, | 165 | "size": 4255845, | ||
166 | "state": "active", | 166 | "state": "active", | ||
167 | "url": | 167 | "url": | ||
168 | /resource/42c796be-2f67-42d0-9cbb-ae848903be3d/download/dataset2.csv", | 168 | /resource/42c796be-2f67-42d0-9cbb-ae848903be3d/download/dataset2.csv", | ||
169 | "url_type": "upload" | 169 | "url_type": "upload" | ||
170 | }, | 170 | }, | ||
171 | { | 171 | { | ||
172 | "cache_last_updated": null, | 172 | "cache_last_updated": null, | ||
173 | "cache_url": null, | 173 | "cache_url": null, | ||
174 | "created": "2023-02-27T11:34:03.347791", | 174 | "created": "2023-02-27T11:34:03.347791", | ||
175 | "description": "This dataset contains nowcast input and target | 175 | "description": "This dataset contains nowcast input and target | ||
176 | data for winter 2021-2022. This dataset is the nowcast test set for | 176 | data for winter 2021-2022. This dataset is the nowcast test set for | ||
177 | RF12. The column RF12_AvD_proba is the predicted probability for | 177 | RF12. The column RF12_AvD_proba is the predicted probability for | ||
178 | wet-snow avalanche day provided by the RF12 model.", | 178 | wet-snow avalanche day provided by the RF12 model.", | ||
179 | "doi": "", | 179 | "doi": "", | ||
180 | "format": "CSV", | 180 | "format": "CSV", | ||
181 | "hash": "", | 181 | "hash": "", | ||
182 | "id": "8c765e17-5221-4960-97f7-9683be75321d", | 182 | "id": "8c765e17-5221-4960-97f7-9683be75321d", | ||
183 | "last_modified": null, | 183 | "last_modified": null, | ||
184 | "metadata_modified": "2023-02-27T11:34:03.328276", | 184 | "metadata_modified": "2023-02-27T11:34:03.328276", | ||
185 | "mimetype": null, | 185 | "mimetype": null, | ||
186 | "mimetype_inner": null, | 186 | "mimetype_inner": null, | ||
187 | "name": "dataset3_nowcast", | 187 | "name": "dataset3_nowcast", | ||
188 | "package_id": "85784661-59c0-440c-a028-2c72e97350d5", | 188 | "package_id": "85784661-59c0-440c-a028-2c72e97350d5", | ||
189 | "position": 2, | 189 | "position": 2, | ||
190 | "publication_state": "", | 190 | "publication_state": "", | ||
191 | "resource_size": "{\"size_value\": \"\", \"size_units\": | 191 | "resource_size": "{\"size_value\": \"\", \"size_units\": | ||
192 | \"kb\"}", | 192 | \"kb\"}", | ||
193 | "resource_type": null, | 193 | "resource_type": null, | ||
194 | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", | 194 | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", | ||
195 | \"shared_secret\": \"\"}", | 195 | \"shared_secret\": \"\"}", | ||
196 | "size": 1763995, | 196 | "size": 1763995, | ||
197 | "state": "active", | 197 | "state": "active", | ||
198 | "url": | 198 | "url": | ||
199 | e/8c765e17-5221-4960-97f7-9683be75321d/download/dataset3_nowcast.csv", | 199 | e/8c765e17-5221-4960-97f7-9683be75321d/download/dataset3_nowcast.csv", | ||
200 | "url_type": "upload" | 200 | "url_type": "upload" | ||
201 | }, | 201 | }, | ||
202 | { | 202 | { | ||
203 | "cache_last_updated": null, | 203 | "cache_last_updated": null, | ||
204 | "cache_url": null, | 204 | "cache_url": null, | ||
205 | "created": "2023-02-27T11:35:18.629337", | 205 | "created": "2023-02-27T11:35:18.629337", | ||
206 | "description": "This dataset contains forecast input and target | 206 | "description": "This dataset contains forecast input and target | ||
207 | data for winter 2021-2022. This dataset is the forecast test set for | 207 | data for winter 2021-2022. This dataset is the forecast test set for | ||
208 | RF12. The column RF12_AvD_proba is the predicted probability for | 208 | RF12. The column RF12_AvD_proba is the predicted probability for | ||
209 | wet-snow avalanche day provided by the RF12 model.", | 209 | wet-snow avalanche day provided by the RF12 model.", | ||
210 | "doi": "", | 210 | "doi": "", | ||
211 | "format": "CSV", | 211 | "format": "CSV", | ||
212 | "hash": "", | 212 | "hash": "", | ||
213 | "id": "3a86f203-df30-4ff2-a2bc-94ba80063e0e", | 213 | "id": "3a86f203-df30-4ff2-a2bc-94ba80063e0e", | ||
214 | "last_modified": null, | 214 | "last_modified": null, | ||
215 | "metadata_modified": "2023-02-27T11:35:18.610263", | 215 | "metadata_modified": "2023-02-27T11:35:18.610263", | ||
216 | "mimetype": null, | 216 | "mimetype": null, | ||
217 | "mimetype_inner": null, | 217 | "mimetype_inner": null, | ||
218 | "name": "dataset3_forecast", | 218 | "name": "dataset3_forecast", | ||
219 | "package_id": "85784661-59c0-440c-a028-2c72e97350d5", | 219 | "package_id": "85784661-59c0-440c-a028-2c72e97350d5", | ||
220 | "position": 3, | 220 | "position": 3, | ||
221 | "publication_state": "", | 221 | "publication_state": "", | ||
222 | "resource_size": "{\"size_value\": \"\", \"size_units\": | 222 | "resource_size": "{\"size_value\": \"\", \"size_units\": | ||
223 | \"kb\"}", | 223 | \"kb\"}", | ||
224 | "resource_type": null, | 224 | "resource_type": null, | ||
225 | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", | 225 | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", | ||
226 | \"shared_secret\": \"\"}", | 226 | \"shared_secret\": \"\"}", | ||
227 | "size": 1818925, | 227 | "size": 1818925, | ||
228 | "state": "active", | 228 | "state": "active", | ||
229 | "url": | 229 | "url": | ||
230 | /3a86f203-df30-4ff2-a2bc-94ba80063e0e/download/dataset3_forecast.csv", | 230 | /3a86f203-df30-4ff2-a2bc-94ba80063e0e/download/dataset3_forecast.csv", | ||
231 | "url_type": "upload" | 231 | "url_type": "upload" | ||
232 | }, | 232 | }, | ||
233 | { | 233 | { | ||
234 | "cache_last_updated": null, | 234 | "cache_last_updated": null, | ||
235 | "cache_url": null, | 235 | "cache_url": null, | ||
236 | "created": "2023-02-27T13:08:07.026016", | 236 | "created": "2023-02-27T13:08:07.026016", | ||
237 | "description": "Features description", | 237 | "description": "Features description", | ||
238 | "doi": "", | 238 | "doi": "", | ||
239 | "format": "XLSX", | 239 | "format": "XLSX", | ||
240 | "hash": "", | 240 | "hash": "", | ||
241 | "id": "cbf59631-422c-48e9-8026-e40c1839c841", | 241 | "id": "cbf59631-422c-48e9-8026-e40c1839c841", | ||
242 | "last_modified": null, | 242 | "last_modified": null, | ||
243 | "metadata_modified": "2023-02-27T13:08:07.008292", | 243 | "metadata_modified": "2023-02-27T13:08:07.008292", | ||
244 | "mimetype": null, | 244 | "mimetype": null, | ||
245 | "mimetype_inner": null, | 245 | "mimetype_inner": null, | ||
246 | "name": "read_me", | 246 | "name": "read_me", | ||
247 | "package_id": "85784661-59c0-440c-a028-2c72e97350d5", | 247 | "package_id": "85784661-59c0-440c-a028-2c72e97350d5", | ||
248 | "position": 4, | 248 | "position": 4, | ||
249 | "publication_state": "", | 249 | "publication_state": "", | ||
250 | "resource_size": "{\"size_value\": \"\", \"size_units\": | 250 | "resource_size": "{\"size_value\": \"\", \"size_units\": | ||
251 | \"kb\"}", | 251 | \"kb\"}", | ||
252 | "resource_type": null, | 252 | "resource_type": null, | ||
253 | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", | 253 | "restricted": "{\"level\": \"public\", \"allowed_users\": \"\", | ||
254 | \"shared_secret\": \"\"}", | 254 | \"shared_secret\": \"\"}", | ||
255 | "size": 13163, | 255 | "size": 13163, | ||
256 | "state": "active", | 256 | "state": "active", | ||
257 | "url": | 257 | "url": | ||
258 | /resource/cbf59631-422c-48e9-8026-e40c1839c841/download/read_me.xlsx", | 258 | /resource/cbf59631-422c-48e9-8026-e40c1839c841/download/read_me.xlsx", | ||
259 | "url_type": "upload" | 259 | "url_type": "upload" | ||
260 | } | 260 | } | ||
261 | ], | 261 | ], | ||
262 | "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[5.95587, | 262 | "spatial": "{\"type\": \"Polygon\", \"coordinates\": [[[5.95587, | ||
263 | 45.81802],[5.95587, 47.80838],[10.49203, 47.80838],[10.49203, | 263 | 45.81802],[5.95587, 47.80838],[10.49203, 47.80838],[10.49203, | ||
264 | 45.81802],[5.95587, 45.81802]]]}", | 264 | 45.81802],[5.95587, 45.81802]]]}", | ||
265 | "spatial_info": "Switzerland", | 265 | "spatial_info": "Switzerland", | ||
266 | "state": "active", | 266 | "state": "active", | ||
267 | "subtitle": "", | 267 | "subtitle": "", | ||
268 | "tags": [ | 268 | "tags": [ | ||
269 | { | 269 | { | ||
270 | "display_name": "AVALANCHE", | 270 | "display_name": "AVALANCHE", | ||
271 | "id": "639e8ec6-fc41-4036-a605-0dc6fbe0fca1", | 271 | "id": "639e8ec6-fc41-4036-a605-0dc6fbe0fca1", | ||
272 | "name": "AVALANCHE", | 272 | "name": "AVALANCHE", | ||
273 | "state": "active", | 273 | "state": "active", | ||
274 | "vocabulary_id": null | 274 | "vocabulary_id": null | ||
275 | }, | 275 | }, | ||
276 | { | 276 | { | ||
277 | "display_name": "AVALANCHE FORCASTING", | 277 | "display_name": "AVALANCHE FORCASTING", | ||
278 | "id": "168aec12-9b5d-4233-b951-dd9cc04196c9", | 278 | "id": "168aec12-9b5d-4233-b951-dd9cc04196c9", | ||
279 | "name": "AVALANCHE FORCASTING", | 279 | "name": "AVALANCHE FORCASTING", | ||
280 | "state": "active", | 280 | "state": "active", | ||
281 | "vocabulary_id": null | 281 | "vocabulary_id": null | ||
282 | }, | 282 | }, | ||
283 | { | 283 | { | ||
284 | "display_name": "MACHINE LEARNING", | 284 | "display_name": "MACHINE LEARNING", | ||
285 | "id": "66c2084e-b683-47a2-878c-48f33c6e2a78", | 285 | "id": "66c2084e-b683-47a2-878c-48f33c6e2a78", | ||
286 | "name": "MACHINE LEARNING", | 286 | "name": "MACHINE LEARNING", | ||
287 | "state": "active", | 287 | "state": "active", | ||
288 | "vocabulary_id": null | 288 | "vocabulary_id": null | ||
289 | }, | 289 | }, | ||
290 | { | 290 | { | ||
291 | "display_name": "NUMERICAL AVALANCHE FORECASTING", | 291 | "display_name": "NUMERICAL AVALANCHE FORECASTING", | ||
292 | "id": "74c4ee88-9445-446b-b8ff-ae44ae8aa236", | 292 | "id": "74c4ee88-9445-446b-b8ff-ae44ae8aa236", | ||
293 | "name": "NUMERICAL AVALANCHE FORECASTING", | 293 | "name": "NUMERICAL AVALANCHE FORECASTING", | ||
294 | "state": "active", | 294 | "state": "active", | ||
295 | "vocabulary_id": null | 295 | "vocabulary_id": null | ||
296 | }, | 296 | }, | ||
297 | { | 297 | { | ||
298 | "display_name": "WET-SNOW AVALANCHE", | 298 | "display_name": "WET-SNOW AVALANCHE", | ||
299 | "id": "eef87f97-ca1c-4391-b332-13ae3c98ff20", | 299 | "id": "eef87f97-ca1c-4391-b332-13ae3c98ff20", | ||
300 | "name": "WET-SNOW AVALANCHE", | 300 | "name": "WET-SNOW AVALANCHE", | ||
301 | "state": "active", | 301 | "state": "active", | ||
302 | "vocabulary_id": null | 302 | "vocabulary_id": null | ||
303 | } | 303 | } | ||
304 | ], | 304 | ], | ||
305 | "title": "Weather, snowpack and avalanche occurrence data for | 305 | "title": "Weather, snowpack and avalanche occurrence data for | ||
306 | automated prediction of wet-snow avalanche activity", | 306 | automated prediction of wet-snow avalanche activity", | ||
307 | "type": "dataset", | 307 | "type": "dataset", | ||
308 | "url": null, | 308 | "url": null, | ||
309 | "version": "1.0" | 309 | "version": "1.0" | ||
310 | } | 310 | } |