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f | 1 | { | f | 1 | { |
2 | "author": "[{\"given_name\": \"Pia\", \"name\": \"Ruttner\", | 2 | "author": "[{\"given_name\": \"Pia\", \"name\": \"Ruttner\", | ||
3 | \"email\": \"pia.ruttner@slf.ch\", \"data_credit\": [\"collection\", | 3 | \"email\": \"pia.ruttner@slf.ch\", \"data_credit\": [\"collection\", | ||
4 | \"validation\", \"curation\", \"software\", \"publication\", | 4 | \"validation\", \"curation\", \"software\", \"publication\", | ||
5 | \"supervision\"], \"identifier\": \"0000-0002-6503-3730\", | 5 | \"supervision\"], \"identifier\": \"0000-0002-6503-3730\", | ||
6 | \"affiliation\": \"WSL Institute for Snow and Avalanche Research SLF, | 6 | \"affiliation\": \"WSL Institute for Snow and Avalanche Research SLF, | ||
7 | Davos Dorf, 7260, Switzerland\"}, {\"given_name\": \"Annelies\", | 7 | Davos Dorf, 7260, Switzerland\"}, {\"given_name\": \"Annelies\", | ||
8 | \"name\": \"Voordendag\", \"email\": \"avoordendag@ethz.ch\", | 8 | \"name\": \"Voordendag\", \"email\": \"avoordendag@ethz.ch\", | ||
9 | \"data_credit\": [\"publication\", \"supervision\"], \"identifier\": | 9 | \"data_credit\": [\"publication\", \"supervision\"], \"identifier\": | ||
10 | \"0000-0003-0251-5991\", \"affiliation\": \"Institute of Geodesy and | 10 | \"0000-0003-0251-5991\", \"affiliation\": \"Institute of Geodesy and | ||
11 | Photogrammetry, ETH Zurich, Zurich, 8092, Switzerland\"}, | 11 | Photogrammetry, ETH Zurich, Zurich, 8092, Switzerland\"}, | ||
12 | {\"given_name\": \"Thierry\", \"name\": \"Hartmann\", \"email\": | 12 | {\"given_name\": \"Thierry\", \"name\": \"Hartmann\", \"email\": | ||
13 | \"thierry.hartmann@slf.ch\", \"data_credit\": [\"collection\"], | 13 | \"thierry.hartmann@slf.ch\", \"data_credit\": [\"collection\"], | ||
14 | \"identifier\": \"\", \"affiliation\": \"WSL Institute for Snow and | 14 | \"identifier\": \"\", \"affiliation\": \"WSL Institute for Snow and | ||
15 | Avalanche Research SLF, Davos Dorf, 7260, Switzerland\"}, | 15 | Avalanche Research SLF, Davos Dorf, 7260, Switzerland\"}, | ||
16 | {\"given_name\": \"Julia\", \"name\": \"Glaus\", \"email\": | 16 | {\"given_name\": \"Julia\", \"name\": \"Glaus\", \"email\": | ||
17 | \"julia.glaus@slf.ch\", \"data_credit\": [\"collection\"], | 17 | \"julia.glaus@slf.ch\", \"data_credit\": [\"collection\"], | ||
18 | \"identifier\": \"\", \"affiliation\": \"WSL Institute for Snow and | 18 | \"identifier\": \"\", \"affiliation\": \"WSL Institute for Snow and | ||
19 | Avalanche Research SLF, Davos Dorf, 7260, Switzerland\"}, | 19 | Avalanche Research SLF, Davos Dorf, 7260, Switzerland\"}, | ||
20 | {\"given_name\": \"Andreas\", \"name\": \"Wieser\", \"email\": | 20 | {\"given_name\": \"Andreas\", \"name\": \"Wieser\", \"email\": | ||
21 | \"andreas.wieser@geod.baug.ethz.ch\", \"data_credit\": | 21 | \"andreas.wieser@geod.baug.ethz.ch\", \"data_credit\": | ||
22 | [\"publication\", \"supervision\"], \"identifier\": | 22 | [\"publication\", \"supervision\"], \"identifier\": | ||
23 | \"0000-0001-5804-2164\", \"affiliation\": \"Institute of Geodesy and | 23 | \"0000-0001-5804-2164\", \"affiliation\": \"Institute of Geodesy and | ||
24 | Photogrammetry, ETH Zurich, Zurich, 8092, Switzerland\"}, | 24 | Photogrammetry, ETH Zurich, Zurich, 8092, Switzerland\"}, | ||
25 | {\"given_name\": \"Yves\", \"name\": \"B\\u00fchler\", \"email\": | 25 | {\"given_name\": \"Yves\", \"name\": \"B\\u00fchler\", \"email\": | ||
26 | \"buehler@slf.ch\", \"data_credit\": [\"publication\", | 26 | \"buehler@slf.ch\", \"data_credit\": [\"publication\", | ||
27 | \"supervision\"], \"identifier\": \"0000-0002-0815-2717\", | 27 | \"supervision\"], \"identifier\": \"0000-0002-0815-2717\", | ||
28 | \"affiliation\": \"WSL Institute for Snow and Avalanche Research SLF, | 28 | \"affiliation\": \"WSL Institute for Snow and Avalanche Research SLF, | ||
29 | Davos Dorf, 7260, Switzerland\"}]", | 29 | Davos Dorf, 7260, Switzerland\"}]", | ||
30 | "author_email": null, | 30 | "author_email": null, | ||
31 | "creator_user_id": "5f278ac1-7d7c-42be-a741-e89031b8dae1", | 31 | "creator_user_id": "5f278ac1-7d7c-42be-a741-e89031b8dae1", | ||
32 | "date": "[{\"date\": \"2023-11-23\", \"date_type\": \"collected\", | 32 | "date": "[{\"date\": \"2023-11-23\", \"date_type\": \"collected\", | ||
33 | \"end_date\": \"2024-04-14\"}]", | 33 | \"end_date\": \"2024-04-14\"}]", | ||
34 | "doi": "10.16904/envidat.581", | 34 | "doi": "10.16904/envidat.581", | ||
35 | "funding": "[{\"grant_number\":\"207519\",\"institution\":\"Swiss | 35 | "funding": "[{\"grant_number\":\"207519\",\"institution\":\"Swiss | ||
36 | National Science | 36 | National Science | ||
37 | \",\"institution_url\":\"https://data.snf.ch/grants/grant/207519\"}]", | 37 | \",\"institution_url\":\"https://data.snf.ch/grants/grant/207519\"}]", | ||
38 | "groups": [], | 38 | "groups": [], | ||
39 | "id": "0b960b89-14e7-4113-beef-03dfe0eb48d6", | 39 | "id": "0b960b89-14e7-4113-beef-03dfe0eb48d6", | ||
40 | "isopen": true, | 40 | "isopen": true, | ||
41 | "language": "en", | 41 | "language": "en", | ||
42 | "license_id": "cc-by-sa", | 42 | "license_id": "cc-by-sa", | ||
43 | "license_title": "Creative Commons Attribution Share-Alike | 43 | "license_title": "Creative Commons Attribution Share-Alike | ||
44 | (CC-BY-SA)", | 44 | (CC-BY-SA)", | ||
45 | "license_url": "https://creativecommons.org/licenses/by-sa/4.0/", | 45 | "license_url": "https://creativecommons.org/licenses/by-sa/4.0/", | ||
46 | "maintainer": "{\"affiliation\": \"WSL Institute for Snow and | 46 | "maintainer": "{\"affiliation\": \"WSL Institute for Snow and | ||
47 | Avalanche Research SLF, Davos Dorf, 7260, Switzerland\", \"email\": | 47 | Avalanche Research SLF, Davos Dorf, 7260, Switzerland\", \"email\": | ||
48 | \"pia.ruttner@slf.ch\", \"given_name\": \"Pia\", \"identifier\": | 48 | \"pia.ruttner@slf.ch\", \"given_name\": \"Pia\", \"identifier\": | ||
49 | \"0000-0002-6503-3730\", \"name\": \"Ruttner\"}", | 49 | \"0000-0002-6503-3730\", \"name\": \"Ruttner\"}", | ||
50 | "maintainer_email": null, | 50 | "maintainer_email": null, | ||
51 | "metadata_created": "2025-01-28T16:02:18.175152", | 51 | "metadata_created": "2025-01-28T16:02:18.175152", | ||
t | 52 | "metadata_modified": "2025-03-04T07:28:57.119032", | t | 52 | "metadata_modified": "2025-03-04T07:28:57.387049", |
53 | "name": "snow-depth-mapping-by-lidar-station-braemabuel", | 53 | "name": "snow-depth-mapping-by-lidar-station-braemabuel", | ||
54 | "notes": "We developed a monitoring system using low-cost lidar | 54 | "notes": "We developed a monitoring system using low-cost lidar | ||
55 | (Livox Avia) and optical sensors, to measure snow depth variations in | 55 | (Livox Avia) and optical sensors, to measure snow depth variations in | ||
56 | an avalanche release area at a high spatiotemporal scale (centimeter | 56 | an avalanche release area at a high spatiotemporal scale (centimeter | ||
57 | to low decimeter spatial resolution and hourly temporal resolution). A | 57 | to low decimeter spatial resolution and hourly temporal resolution). A | ||
58 | detailed description of the setup and a first data analysis is | 58 | detailed description of the setup and a first data analysis is | ||
59 | published in: \n\n[Ruttner-Jansen, P., Voordendag, A., Hartmann, T., | 59 | published in: \n\n[Ruttner-Jansen, P., Voordendag, A., Hartmann, T., | ||
60 | Glaus, J., Wieser, A., & B\u00fchler, Y. (2024). Monitoring snow depth | 60 | Glaus, J., Wieser, A., & B\u00fchler, Y. (2024). Monitoring snow depth | ||
61 | variations in an avalanche release area using low cost lidar and | 61 | variations in an avalanche release area using low cost lidar and | ||
62 | optical sensors. EGUsphere, 2024, | 62 | optical sensors. EGUsphere, 2024, | ||
63 | //egusphere.copernicus.org/preprints/2024/egusphere-2024-744/)\n\nThis | 63 | //egusphere.copernicus.org/preprints/2024/egusphere-2024-744/)\n\nThis | ||
64 | dataset contains hourly 3D lidar data of the snow surface at the test | 64 | dataset contains hourly 3D lidar data of the snow surface at the test | ||
65 | site Braemabuel in Davos, Switzerland from the winter season 2023-2024 | 65 | site Braemabuel in Davos, Switzerland from the winter season 2023-2024 | ||
66 | (23.11.2023 - 14.04.2024). Braema1 is installed at 2191 m a.s.l. in | 66 | (23.11.2023 - 14.04.2024). Braema1 is installed at 2191 m a.s.l. in | ||
67 | the slope, looking up into the avalache release area, and Braema2 is | 67 | the slope, looking up into the avalache release area, and Braema2 is | ||
68 | installed at 2255 m a.s.l at the ridge, looking down. Both scans | 68 | installed at 2255 m a.s.l at the ridge, looking down. Both scans | ||
69 | together cover an area of about 15000 m\u00b2.\n\nThe data is in | 69 | together cover an area of about 15000 m\u00b2.\n\nThe data is in | ||
70 | format \".las\" and contains the points in XYZ [m], in the scanner own | 70 | format \".las\" and contains the points in XYZ [m], in the scanner own | ||
71 | coordinate system\n- scalar fields: intensity, return number, | 71 | coordinate system\n- scalar fields: intensity, return number, | ||
72 | timestamp, tag, label\n-- tag: binary code from Livox (see [Livox Avia | 72 | timestamp, tag, label\n-- tag: binary code from Livox (see [Livox Avia | ||
73 | 50ba1131/Download/Avia/Livox%20Avia%20User%20Manual%20202204.pdf))\n-- | 73 | 50ba1131/Download/Avia/Livox%20Avia%20User%20Manual%20202204.pdf))\n-- | ||
74 | label: marking outliers (filtered by distance and SOR to get snow | 74 | label: marking outliers (filtered by distance and SOR to get snow | ||
75 | particles in the air)", | 75 | particles in the air)", | ||
76 | "num_resources": 2, | 76 | "num_resources": 2, | ||
77 | "num_tags": 6, | 77 | "num_tags": 6, | ||
78 | "organization": { | 78 | "organization": { | ||
79 | "approval_status": "approved", | 79 | "approval_status": "approved", | ||
80 | "created": "2021-10-27T11:11:19.402891", | 80 | "created": "2021-10-27T11:11:19.402891", | ||
81 | "description": "\"__Cutting edge remote sensing research and | 81 | "description": "\"__Cutting edge remote sensing research and | ||
82 | technology for alpine regions__ - We strive to develop, test, combine | 82 | technology for alpine regions__ - We strive to develop, test, combine | ||
83 | and apply innovative solutions to detect, monitor and forecast natural | 83 | and apply innovative solutions to detect, monitor and forecast natural | ||
84 | hazards, aiming at safe mountains in a changing climate.\"\r\nClimate | 84 | hazards, aiming at safe mountains in a changing climate.\"\r\nClimate | ||
85 | change is having an increasing impact on the Alpine region and the | 85 | change is having an increasing impact on the Alpine region and the | ||
86 | potential for natural hazard processes in the high mountains is | 86 | potential for natural hazard processes in the high mountains is | ||
87 | rising. However, it is impossible to predict where extreme events will | 87 | rising. However, it is impossible to predict where extreme events will | ||
88 | occur, and complete protection of settlements and transport routes is | 88 | occur, and complete protection of settlements and transport routes is | ||
89 | technically and economically impossible.\r\n\r\nRemote sensing systems | 89 | technically and economically impossible.\r\n\r\nRemote sensing systems | ||
90 | on the ground, on drones, aircraft or satellites are increasingly | 90 | on the ground, on drones, aircraft or satellites are increasingly | ||
91 | becoming an important tool in natural hazard research. They can be | 91 | becoming an important tool in natural hazard research. They can be | ||
92 | used to accurately document events, continuously record changes, and | 92 | used to accurately document events, continuously record changes, and | ||
93 | identify potential \"hotspots\" at an early stage. The combination of | 93 | identify potential \"hotspots\" at an early stage. The combination of | ||
94 | optical and radar remote sensing systems has great potential to | 94 | optical and radar remote sensing systems has great potential to | ||
95 | increase the level of safety. The center is researching how such | 95 | increase the level of safety. The center is researching how such | ||
96 | systems can be optimally used in the future in high alpine terrain for | 96 | systems can be optimally used in the future in high alpine terrain for | ||
97 | the documentation, detection and prevention of natural | 97 | the documentation, detection and prevention of natural | ||
98 | hazards.\r\n\r\nAlpine remote sensing is one of the main topics of the | 98 | hazards.\r\n\r\nAlpine remote sensing is one of the main topics of the | ||
99 | CERC research centre.", | 99 | CERC research centre.", | ||
100 | "id": "10cde33b-8da7-448a-b627-93e43d326154", | 100 | "id": "10cde33b-8da7-448a-b627-93e43d326154", | ||
101 | "image_url": | 101 | "image_url": | ||
102 | s://www.envidat.ch/uploads/group/2016-05-24-141521.837240logoslf.png", | 102 | s://www.envidat.ch/uploads/group/2016-05-24-141521.837240logoslf.png", | ||
103 | "is_organization": true, | 103 | "is_organization": true, | ||
104 | "name": "alpine-remote-sensing", | 104 | "name": "alpine-remote-sensing", | ||
105 | "state": "active", | 105 | "state": "active", | ||
106 | "title": "Alpine Remote Sensing", | 106 | "title": "Alpine Remote Sensing", | ||
107 | "type": "organization" | 107 | "type": "organization" | ||
108 | }, | 108 | }, | ||
109 | "owner_org": "10cde33b-8da7-448a-b627-93e43d326154", | 109 | "owner_org": "10cde33b-8da7-448a-b627-93e43d326154", | ||
110 | "private": false, | 110 | "private": false, | ||
111 | "publication": "{\"publication_year\": \"2025\", \"publisher\": | 111 | "publication": "{\"publication_year\": \"2025\", \"publisher\": | ||
112 | \"EnviDat\"}", | 112 | \"EnviDat\"}", | ||
113 | "publication_state": "published", | 113 | "publication_state": "published", | ||
114 | "related_datasets": "", | 114 | "related_datasets": "", | ||
115 | "related_publications": "", | 115 | "related_publications": "", | ||
116 | "relationships_as_object": [], | 116 | "relationships_as_object": [], | ||
117 | "relationships_as_subject": [], | 117 | "relationships_as_subject": [], | ||
118 | "resource_type": "datapaper", | 118 | "resource_type": "datapaper", | ||
119 | "resource_type_general": "datapaper", | 119 | "resource_type_general": "datapaper", | ||
120 | "resources": [ | 120 | "resources": [ | ||
121 | { | 121 | { | ||
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124 | "created": "2025-02-12T12:26:30.392232", | 124 | "created": "2025-02-12T12:26:30.392232", | ||
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132 | "mimetype": null, | 132 | "mimetype": null, | ||
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134 | "name": "Braema1", | 134 | "name": "Braema1", | ||
135 | "package_id": "0b960b89-14e7-4113-beef-03dfe0eb48d6", | 135 | "package_id": "0b960b89-14e7-4113-beef-03dfe0eb48d6", | ||
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160 | "mimetype": null, | 160 | "mimetype": null, | ||
161 | "mimetype_inner": null, | 161 | "mimetype_inner": null, | ||
162 | "name": "Braema2", | 162 | "name": "Braema2", | ||
163 | "package_id": "0b960b89-14e7-4113-beef-03dfe0eb48d6", | 163 | "package_id": "0b960b89-14e7-4113-beef-03dfe0eb48d6", | ||
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171 | "size": null, | 171 | "size": null, | ||
172 | "state": "active", | 172 | "state": "active", | ||
173 | "url": | 173 | "url": | ||
174 | /os.zhdk.cloud.switch.ch/envicloud/doi/envidat.581/braema2_23_24.zip", | 174 | /os.zhdk.cloud.switch.ch/envicloud/doi/envidat.581/braema2_23_24.zip", | ||
175 | "url_type": null | 175 | "url_type": null | ||
176 | } | 176 | } | ||
177 | ], | 177 | ], | ||
178 | "spatial": | 178 | "spatial": | ||
179 | 9206543,46.788513323577384],[9.843106269836426,46.78965928136934]]]}", | 179 | 9206543,46.788513323577384],[9.843106269836426,46.78965928136934]]]}", | ||
180 | "spatial_info": "Switzerland", | 180 | "spatial_info": "Switzerland", | ||
181 | "state": "active", | 181 | "state": "active", | ||
182 | "subtitle": "", | 182 | "subtitle": "", | ||
183 | "tags": [ | 183 | "tags": [ | ||
184 | { | 184 | { | ||
185 | "display_name": "AVALANCHE", | 185 | "display_name": "AVALANCHE", | ||
186 | "id": "639e8ec6-fc41-4036-a605-0dc6fbe0fca1", | 186 | "id": "639e8ec6-fc41-4036-a605-0dc6fbe0fca1", | ||
187 | "name": "AVALANCHE", | 187 | "name": "AVALANCHE", | ||
188 | "state": "active", | 188 | "state": "active", | ||
189 | "vocabulary_id": null | 189 | "vocabulary_id": null | ||
190 | }, | 190 | }, | ||
191 | { | 191 | { | ||
192 | "display_name": "LIDAR", | 192 | "display_name": "LIDAR", | ||
193 | "id": "4aa2ac12-ba0a-461c-bfb0-4ee2bc3bdc2d", | 193 | "id": "4aa2ac12-ba0a-461c-bfb0-4ee2bc3bdc2d", | ||
194 | "name": "LIDAR", | 194 | "name": "LIDAR", | ||
195 | "state": "active", | 195 | "state": "active", | ||
196 | "vocabulary_id": null | 196 | "vocabulary_id": null | ||
197 | }, | 197 | }, | ||
198 | { | 198 | { | ||
199 | "display_name": "LOW-COST", | 199 | "display_name": "LOW-COST", | ||
200 | "id": "471c9863-108d-4a9e-96dc-7e7e034acff9", | 200 | "id": "471c9863-108d-4a9e-96dc-7e7e034acff9", | ||
201 | "name": "LOW-COST", | 201 | "name": "LOW-COST", | ||
202 | "state": "active", | 202 | "state": "active", | ||
203 | "vocabulary_id": null | 203 | "vocabulary_id": null | ||
204 | }, | 204 | }, | ||
205 | { | 205 | { | ||
206 | "display_name": "MONITORING", | 206 | "display_name": "MONITORING", | ||
207 | "id": "c5b72e0c-e21f-4255-bfac-78d7688e0307", | 207 | "id": "c5b72e0c-e21f-4255-bfac-78d7688e0307", | ||
208 | "name": "MONITORING", | 208 | "name": "MONITORING", | ||
209 | "state": "active", | 209 | "state": "active", | ||
210 | "vocabulary_id": null | 210 | "vocabulary_id": null | ||
211 | }, | 211 | }, | ||
212 | { | 212 | { | ||
213 | "display_name": "SNOW", | 213 | "display_name": "SNOW", | ||
214 | "id": "c4e9ea3f-6149-45ce-8631-c872b96a9537", | 214 | "id": "c4e9ea3f-6149-45ce-8631-c872b96a9537", | ||
215 | "name": "SNOW", | 215 | "name": "SNOW", | ||
216 | "state": "active", | 216 | "state": "active", | ||
217 | "vocabulary_id": null | 217 | "vocabulary_id": null | ||
218 | }, | 218 | }, | ||
219 | { | 219 | { | ||
220 | "display_name": "WIND DRIFTED SNOW", | 220 | "display_name": "WIND DRIFTED SNOW", | ||
221 | "id": "21b095cb-e90e-4fb1-91d1-362eaf2eedf2", | 221 | "id": "21b095cb-e90e-4fb1-91d1-362eaf2eedf2", | ||
222 | "name": "WIND DRIFTED SNOW", | 222 | "name": "WIND DRIFTED SNOW", | ||
223 | "state": "active", | 223 | "state": "active", | ||
224 | "vocabulary_id": null | 224 | "vocabulary_id": null | ||
225 | } | 225 | } | ||
226 | ], | 226 | ], | ||
227 | "title": "Snow depth mapping by lidar station Braemabuel", | 227 | "title": "Snow depth mapping by lidar station Braemabuel", | ||
228 | "type": "dataset", | 228 | "type": "dataset", | ||
229 | "url": null, | 229 | "url": null, | ||
230 | "version": "1.0" | 230 | "version": "1.0" | ||
231 | } | 231 | } |