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{
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{
            
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  "author": "[{\"affiliation\": \"CERC\", \"affiliation_02\": \"WSL\", 
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  "author": "[{\"affiliation\": \"CERC\", \"affiliation_02\": \"WSL\", 
            
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\"affiliation_03\": \"University of Zurich\", \"email\": 
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\"affiliation_03\": \"University of Zurich\", \"email\": 
            
4
\"gregor.schmucki@impulsthun.ch\", \"given_name\": \"Gregor\", 
4
\"gregor.schmucki@impulsthun.ch\", \"given_name\": \"Gregor\", 
            
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\"identifier\": \"\", \"name\": \"Schmucki\"}]",
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\"identifier\": \"\", \"name\": \"Schmucki\"}]",
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "6c9ad84f-3b1e-4501-82f2-9ad071b28609",
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  "creator_user_id": "6c9ad84f-3b1e-4501-82f2-9ad071b28609",
            
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  "date": "[{\"date\": \"2021-08-25\", \"date_type\": \"collected\", 
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  "date": "[{\"date\": \"2021-08-25\", \"date_type\": \"collected\", 
            
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\"end_date\": \"\"}]",
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\"end_date\": \"\"}]",
            
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  "doi": "10.16904/envidat.391",
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  "doi": "10.16904/envidat.391",
            
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"SLF\", 
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"SLF\", 
            
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\"institution_url\": \"\"}]",
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\"institution_url\": \"\"}]",
            
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  "groups": [],
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  "groups": [],
            
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  "id": "3943ffc5-20c1-4c0a-bcd2-98b2ff963109",
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  "id": "3943ffc5-20c1-4c0a-bcd2-98b2ff963109",
            
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  "isopen": false,
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  "isopen": false,
            
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  "language": "en",
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  "language": "en",
            
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  "license_id": "wsl-data",
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  "license_id": "wsl-data",
            
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  "license_title": "WSL Data Policy",
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  "license_title": "WSL Data Policy",
            
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  "license_url": 
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  "license_url": 
            
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ps://www.wsl.ch/en/about-wsl/programmes-and-initiatives/envidat.html",
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ps://www.wsl.ch/en/about-wsl/programmes-and-initiatives/envidat.html",
            
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  "maintainer": "{\"affiliation\": \"CERC\", \"email\": 
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  "maintainer": "{\"affiliation\": \"CERC\", \"email\": 
            
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\"gregor.schmucki@impulsthun.ch\", \"given_name\": \"Gregor\", 
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\"gregor.schmucki@impulsthun.ch\", \"given_name\": \"Gregor\", 
            
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\"identifier\": \"\", \"name\": \"Schmucki\"}",
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\"identifier\": \"\", \"name\": \"Schmucki\"}",
            
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  "maintainer_email": null,
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  "maintainer_email": null,
            
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  "metadata_created": "2023-04-17T14:10:07.255771",
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  "metadata_created": "2023-04-17T14:10:07.255771",
            
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  "metadata_modified": "2023-04-18T16:54:38.595991",
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  "metadata_modified": "2023-04-25T09:47:26.503738",
            
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  "name": 
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  "name": 
            
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mmetric-drone-data-and-derived-ground-classification-wolfgang-arelen",
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mmetric-drone-data-and-derived-ground-classification-wolfgang-arelen",
            
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  "notes": "We conducted two drone flights with the Wingtra and DJI 
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  "notes": "We conducted two drone flights with the Wingtra and DJI 
            
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Phantom 4 RTK drones in Davos Wolfgang Arelen, on 25.08.2021. The data 
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Phantom 4 RTK drones in Davos Wolfgang Arelen, on 25.08.2021. The data 
            
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was processed with the Agisoft Metashape Professional Software.The 
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was processed with the Agisoft Metashape Professional Software.The 
            
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Wingtra point cloud was further processed to derive a ground 
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Wingtra point cloud was further processed to derive a ground 
            
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classification in individual LASTools and Terrasolid workflows.",
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classification in individual LASTools and Terrasolid workflows.",
            
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  "num_resources": 1,
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  "num_resources": 1,
            
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  "num_tags": 5,
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  "num_tags": 5,
            
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  "organization": {
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  "organization": {
            
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    "approval_status": "approved",
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    "approval_status": "approved",
            
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    "created": "2021-10-27T11:11:19.402891",
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    "created": "2021-10-27T11:11:19.402891",
            
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    "description": "\"__Cutting edge remote sensing research and 
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    "description": "\"__Cutting edge remote sensing research and 
            
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technology for alpine regions__ - We strive to develop, test, combine 
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technology for alpine regions__ - We strive to develop, test, combine 
            
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and apply innovative solutions to detect, monitor and forecast natural 
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and apply innovative solutions to detect, monitor and forecast natural 
            
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hazards, aiming at safe mountains in a changing climate.\"\r\nClimate 
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hazards, aiming at safe mountains in a changing climate.\"\r\nClimate 
            
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change is having an increasing impact on the Alpine region and the 
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change is having an increasing impact on the Alpine region and the 
            
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potential for natural hazard processes in the high mountains is 
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potential for natural hazard processes in the high mountains is 
            
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rising. However, it is impossible to predict where extreme events will 
45
rising. However, it is impossible to predict where extreme events will 
            
46
occur, and complete protection of settlements and transport routes is 
46
occur, and complete protection of settlements and transport routes is 
            
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technically and economically impossible.\r\n\r\nRemote sensing systems 
47
technically and economically impossible.\r\n\r\nRemote sensing systems 
            
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on the ground, on drones, aircraft or satellites are increasingly 
48
on the ground, on drones, aircraft or satellites are increasingly 
            
49
becoming an important tool  in natural hazard research. They can be 
49
becoming an important tool  in natural hazard research. They can be 
            
50
used to accurately document events, continuously record changes, and 
50
used to accurately document events, continuously record changes, and 
            
51
identify potential \"hotspots\" at an early stage. The combination of 
51
identify potential \"hotspots\" at an early stage. The combination of 
            
52
optical and radar remote sensing systems has great potential to 
52
optical and radar remote sensing systems has great potential to 
            
53
increase the level of safety. The center is researching how such 
53
increase the level of safety. The center is researching how such 
            
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systems can be optimally used in the future in high alpine terrain for 
54
systems can be optimally used in the future in high alpine terrain for 
            
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the documentation, detection and prevention of natural 
55
the documentation, detection and prevention of natural 
            
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hazards.\r\n\r\nAlpine remote sensing is one of the main topics of the 
56
hazards.\r\n\r\nAlpine remote sensing is one of the main topics of the 
            
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CERC research centre.",
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CERC research centre.",
            
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    "id": "10cde33b-8da7-448a-b627-93e43d326154",
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    "id": "10cde33b-8da7-448a-b627-93e43d326154",
            
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    "image_url": 
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    "image_url": 
            
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s://www.envidat.ch/uploads/group/2016-05-24-141521.837240logoslf.png",
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s://www.envidat.ch/uploads/group/2016-05-24-141521.837240logoslf.png",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "alpine-remote-sensing",
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    "name": "alpine-remote-sensing",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "Alpine Remote Sensing",
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    "title": "Alpine Remote Sensing",
            
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    "type": "organization"
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    "type": "organization"
            
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  },
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  },
            
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  "owner_org": "10cde33b-8da7-448a-b627-93e43d326154",
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  "owner_org": "10cde33b-8da7-448a-b627-93e43d326154",
            
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  "private": false,
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  "private": false,
            
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  "publication": "{\"publication_year\": \"2023\", \"publisher\": 
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  "publication": "{\"publication_year\": \"2023\", \"publisher\": 
            
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\"EnviDat\"}",
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\"EnviDat\"}",
            
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  "publication_state": "published",
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  "publication_state": "published",
            
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  "related_datasets": "",
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  "related_datasets": "",
            
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  "related_publications": "",
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  "related_publications": "",
            
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  "relationships_as_object": [],
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  "relationships_as_object": [],
            
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  "relationships_as_subject": [],
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  "relationships_as_subject": [],
            
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  "resource_type": "dataset",
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  "resource_type": "dataset",
            
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  "resource_type_general": "dataset",
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  "resource_type_general": "dataset",
            
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  "resources": [
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  "resources": [
            
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    {
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    {
            
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      "cache_last_updated": null,
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      "cache_last_updated": null,
            
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      "cache_url": null,
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      "cache_url": null,
            
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      "created": "2023-04-17T14:32:10.066302",
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      "created": "2023-04-17T14:32:10.066302",
            
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      "description": "Original RGB images and generated products.",
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      "description": "Original RGB images and generated products.",
            
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      "doi": "",
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      "doi": "",
            
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      "format": "geotiff",
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      "format": "geotiff",
            
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      "hash": "",
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      "hash": "",
            
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      "id": "8034d9fc-ff2f-4765-b30c-fc92821faee9",
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      "id": "8034d9fc-ff2f-4765-b30c-fc92821faee9",
            
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      "last_modified": null,
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      "last_modified": null,
            
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      "metadata_modified": "2023-04-18T16:53:12.642624",
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      "metadata_modified": "2023-04-25T09:47:26.509042",
            
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      "mimetype": null,
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      "mimetype": null,
            
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      "mimetype_inner": null,
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      "mimetype_inner": null,
            
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      "name": "Geodata and Ground Classification Wolfgang Arelen ",
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      "name": "Geodata and Ground Classification Wolfgang Arelen ",
            
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      "package_id": "3943ffc5-20c1-4c0a-bcd2-98b2ff963109",
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      "package_id": "3943ffc5-20c1-4c0a-bcd2-98b2ff963109",
            
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      "position": 0,
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      "position": 0,
            
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      "publication_state": "",
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      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
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      "resource_size": "{\"size_units\": \"kb\", \"size_value\": 
            
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\"\"}",
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\"\"}",
            
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      "resource_type": null,
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      "resource_type": null,
            
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      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
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      "restricted": "{\"allowed_users\": \"\", \"level\": \"public\", 
            
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\"shared_secret\": \"\"}",
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\"shared_secret\": \"\"}",
            
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      "size": null,
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      "size": null,
            
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      "state": "active",
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      "state": "active",
            
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      "url": 
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      "url": 
            
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tps://s3-zh.os.switch.ch/drone-data/&prefix=Wingtra/Wolfgang_Arelen/",
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assification-wolfgang-arelen/Geodata_GroundClassification_Arelen.zip",
            
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      "url_type": null
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      "url_type": null
            
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    }
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    }
            
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  ],
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  ],
            
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  "spatial": 
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  "spatial": 
            
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190428,46.830711075044526],[9.828042984008789,46.830711075044526]]]}",
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190428,46.830711075044526],[9.828042984008789,46.830711075044526]]]}",
            
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  "spatial_info": "Arelen, Davos Wolfgang, Switzerland",
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  "spatial_info": "Arelen, Davos Wolfgang, Switzerland",
            
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  "state": "active",
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  "state": "active",
            
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  "subtitle": "",
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  "subtitle": "",
            
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  "tags": [
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  "tags": [
            
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    {
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    {
            
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      "display_name": "DRONE DATA",
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      "display_name": "DRONE DATA",
            
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      "id": "0344d716-920c-4623-88e7-f9828181aa90",
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      "id": "0344d716-920c-4623-88e7-f9828181aa90",
            
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      "name": "DRONE DATA",
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      "name": "DRONE DATA",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "DSM",
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      "display_name": "DSM",
            
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      "id": "0f293406-95b3-4653-b81a-5484319667a9",
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      "id": "0f293406-95b3-4653-b81a-5484319667a9",
            
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      "name": "DSM",
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      "name": "DSM",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "GROUND CLASSIFICATION",
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      "display_name": "GROUND CLASSIFICATION",
            
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      "id": "ade88a6b-73ca-43d3-8f47-6a4600d7f750",
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      "id": "ade88a6b-73ca-43d3-8f47-6a4600d7f750",
            
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      "name": "GROUND CLASSIFICATION",
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      "name": "GROUND CLASSIFICATION",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "PHOTOGRAMMETRY",
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      "display_name": "PHOTOGRAMMETRY",
            
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      "id": "594e1d26-8d11-436d-9540-15987be757ed",
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      "id": "594e1d26-8d11-436d-9540-15987be757ed",
            
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      "name": "PHOTOGRAMMETRY",
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      "name": "PHOTOGRAMMETRY",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
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      "vocabulary_id": null
            
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    },
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    },
            
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    {
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    {
            
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      "display_name": "UAV",
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      "display_name": "UAV",
            
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      "id": "842eeb32-4bb9-43f0-ab14-33e2fab1b282",
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      "id": "842eeb32-4bb9-43f0-ab14-33e2fab1b282",
            
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      "name": "UAV",
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      "name": "UAV",
            
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      "state": "active",
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      "state": "active",
            
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      "vocabulary_id": null
            
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    }
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    }
            
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  ],
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  ],
            
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  "title": "Photogrammetric Drone Data and derived Ground 
150
  "title": "Photogrammetric Drone Data and derived Ground 
            
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Classification Wolfgang Arelen",
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Classification Wolfgang Arelen",
            
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  "type": "dataset",
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  "type": "dataset",
            
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  "url": null,
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  "url": null,
            
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  "version": "1.0"
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  "version": "1.0"
            
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}
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}