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  "author": "[{\"name\": \"Gindraux\", \"data_credit\": 
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  "author": "[{\"name\": \"Gindraux\", \"data_credit\": 
            
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[\"collection\", \"validation\", \"curation\", \"publication\", 
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[\"collection\", \"validation\", \"curation\", \"publication\", 
            
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\"supervision\"], \"affiliation\": \"WSL\", \"affiliation_03\": \"\", 
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\"supervision\"], \"affiliation\": \"WSL\", \"affiliation_03\": \"\", 
            
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\"given_name\": \"Saskia\", \"identifier\": \"\", \"email\": 
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\"given_name\": \"Saskia\", \"identifier\": \"\", \"email\": 
            
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\"saskia.gindraux@wsl.ch\", \"affiliation_02\": \"\"}, {\"name\": 
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\"saskia.gindraux@wsl.ch\", \"affiliation_02\": \"\"}, {\"name\": 
            
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\"Farinotti\", \"data_credit\": [\"collection\", \"publication\", 
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\"Farinotti\", \"data_credit\": [\"collection\", \"publication\", 
            
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\"supervision\"], \"affiliation\": \"ETH-VAW/WSL\", 
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\"supervision\"], \"affiliation\": \"ETH-VAW/WSL\", 
            
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\"affiliation_03\": \"\", \"given_name\": \"Daniel\", \"identifier\": 
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\"affiliation_03\": \"\", \"given_name\": \"Daniel\", \"identifier\": 
            
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\"0000-0003-3417-4570\", \"email\": \"daniel.farinotti@ethz.ch\", 
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\"0000-0003-3417-4570\", \"email\": \"daniel.farinotti@ethz.ch\", 
            
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\"affiliation_02\": \"\"}, {\"name\": \"Boesch\", \"data_credit\": 
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\"affiliation_02\": \"\"}, {\"name\": \"Boesch\", \"data_credit\": 
            
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[\"collection\", \"publication\", \"supervision\"], \"affiliation\": 
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[\"collection\", \"publication\", \"supervision\"], \"affiliation\": 
            
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\"WSL\", \"affiliation_03\": \"\", \"given_name\": \"Ruedi\", 
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\"WSL\", \"affiliation_03\": \"\", \"given_name\": \"Ruedi\", 
            
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\"identifier\": \"\", \"email\": \"ruedi.boesch@wsl.ch\", 
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\"identifier\": \"\", \"email\": \"ruedi.boesch@wsl.ch\", 
            
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\"affiliation_02\": \"\"}]",
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\"affiliation_02\": \"\"}]",
            
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  "author_email": null,
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  "author_email": null,
            
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  "creator_user_id": "d8c6cac4-cd65-4e60-acf2-cbe893e15cd5",
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  "creator_user_id": "d8c6cac4-cd65-4e60-acf2-cbe893e15cd5",
            
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  "date": "[{\"date\": \"2017-02-22\", \"date_type\": \"created\", 
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  "date": "[{\"date\": \"2017-02-22\", \"date_type\": \"created\", 
            
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\"end_date\": \"\"}]",
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\"end_date\": \"\"}]",
            
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  "doi": "10.16904/envidat.48",
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  "doi": "10.16904/envidat.48",
            
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  "extras": [
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  "extras": [
            
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      "value": ""
            
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  ],
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  ],
            
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"Funding 
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  "funding": "[{\"grant_number\": \"\", \"institution\": \"Funding 
            
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information not available.\", \"institution_url\": \"\"}]",
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information not available.\", \"institution_url\": \"\"}]",
            
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  "id": "ce722112-0768-4f79-a65b-3409af2a62e8",
            
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  "isopen": true,
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  "isopen": true,
            
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  "language": "en",
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  "language": "en",
            
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  "license_id": "odc-odbl",
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  "license_id": "odc-odbl",
            
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  "license_title": "ODbL with Database Contents License (DbCL)",
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  "license_title": "ODbL with Database Contents License (DbCL)",
            
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  "license_url": "https://opendefinition.org/licenses/odc-odbl",
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  "license_url": "https://opendefinition.org/licenses/odc-odbl",
            
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  "maintainer": "{\"affiliation\": \"WSL\", \"identifier\": \"\", 
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  "maintainer": "{\"affiliation\": \"WSL\", \"identifier\": \"\", 
            
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\"given_name\": \"Saskia\", \"name\": \"Gindraux\", \"email\": 
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\"given_name\": \"Saskia\", \"name\": \"Gindraux\", \"email\": 
            
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\"saskia.gindraux@gmail.com\"}",
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\"saskia.gindraux@gmail.com\"}",
            
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  "maintainer_email": null,
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  "maintainer_email": null,
            
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  "metadata_created": "2018-07-18T12:09:28.825549",
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  "metadata_created": "2018-07-18T12:09:28.825549",
            
n
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  "metadata_modified": "2020-12-14T17:00:08.122063",
n
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  "metadata_modified": "2020-12-14T17:01:18.631616",
            
42
  "name": "uav-datasets-for-three-alpine-glaciers",
42
  "name": "uav-datasets-for-three-alpine-glaciers",
            
43
  "notes": "### UAV-derived DSMs and orthoimages\r\n\r\nUnmanned 
43
  "notes": "### UAV-derived DSMs and orthoimages\r\n\r\nUnmanned 
            
44
Aerial Vehicle  (UAV) surveys were conducted between 2015 and 2016 on 
44
Aerial Vehicle  (UAV) surveys were conducted between 2015 and 2016 on 
            
45
the __Sankt Annafirn__, __Findelen-__ and __Griesgletscher__, situated 
45
the __Sankt Annafirn__, __Findelen-__ and __Griesgletscher__, situated 
            
46
in the __Swiss Alps__. Three surveys at the Sankt Annafirn allowed for 
46
in the __Swiss Alps__. Three surveys at the Sankt Annafirn allowed for 
            
47
a full glacier coverage,  four  surveys at Griesgletscher allowed an 
47
a full glacier coverage,  four  surveys at Griesgletscher allowed an 
            
48
almost full glacier coverage and seven surveys at Findelengletscher 
48
almost full glacier coverage and seven surveys at Findelengletscher 
            
49
allowed for a partial coverage of the glacier tongue (see individual 
49
allowed for a partial coverage of the glacier tongue (see individual 
            
50
datasets for exact extent). For each survey, a __high resolution 
50
datasets for exact extent). For each survey, a __high resolution 
            
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orthoimage__ and a __Digital Surface Model (DSM)__ was 
51
orthoimage__ and a __Digital Surface Model (DSM)__ was 
            
52
created.\r\n\r\n### UAV surveys:\r\n\r\nPrior flight, Ground Control 
52
created.\r\n\r\n### UAV surveys:\r\n\r\nPrior flight, Ground Control 
            
53
Points (GCPs) were deployed on the glacier surface and measured with a 
53
Points (GCPs) were deployed on the glacier surface and measured with a 
            
54
differential GPS (Trimble R7 or Leica GPS 1200). They allowed precise 
54
differential GPS (Trimble R7 or Leica GPS 1200). They allowed precise 
            
55
georeferencing of the UAV-derived datasets. UAV flight plans were 
55
georeferencing of the UAV-derived datasets. UAV flight plans were 
            
56
planned with the software *eMotion 2* and a SenseFly eBee was used as 
56
planned with the software *eMotion 2* and a SenseFly eBee was used as 
            
57
surveying platform. The images were then processed with the software 
57
surveying platform. The images were then processed with the software 
            
58
Agisoft Photoscan Pro 1.1.6 .\r\n\r\nThe location and dates of each 
58
Agisoft Photoscan Pro 1.1.6 .\r\n\r\nThe location and dates of each 
            
59
survey can be found in the table together with the number of flights 
59
survey can be found in the table together with the number of flights 
            
60
performed (Nflights), the number of acquired images (Nimages), the 
60
performed (Nflights), the number of acquired images (Nimages), the 
            
61
number of GCPs set (NGCPs) and the surveyed area.\r\n\r\nA folder for 
61
number of GCPs set (NGCPs) and the surveyed area.\r\n\r\nA folder for 
            
62
each dataset is available (see folder name in table), which 
62
each dataset is available (see folder name in table), which 
            
63
contains:\r\n\r\n- An orthoimage  
63
contains:\r\n\r\n- An orthoimage  
            
64
__*glacier_date_photoscan_oi_CH1903+_LV95_0.1m.tif*__\r\n\r\n- A 
64
__*glacier_date_photoscan_oi_CH1903+_LV95_0.1m.tif*__\r\n\r\n- A 
            
65
Digital Surface Model  
65
Digital Surface Model  
            
66
__*glacier_date_photoscan_dsm_CH1903+_LV95_0.1m.tif*__\r\n\r\n- The 
66
__*glacier_date_photoscan_dsm_CH1903+_LV95_0.1m.tif*__\r\n\r\n- The 
            
67
Agisoft Photoscan automatic processing report   
67
Agisoft Photoscan automatic processing report   
            
68
__*glacier_date_photoscan_report.pdf*__\r\n\r\nwhere:\r\n\r\n- 
68
__*glacier_date_photoscan_report.pdf*__\r\n\r\nwhere:\r\n\r\n- 
            
69
__*glacier*__ is the name of the surveyed glacier\r\n\r\n- __*date*__ 
69
__*glacier*__ is the name of the surveyed glacier\r\n\r\n- __*date*__ 
            
70
is the date of the UAV image acquisition\r\n\r\n- __*photoscan*__ is 
70
is the date of the UAV image acquisition\r\n\r\n- __*photoscan*__ is 
            
71
the name of the photogrammetric software\r\n\r\n- __*oi*__ or 
71
the name of the photogrammetric software\r\n\r\n- __*oi*__ or 
            
72
__*dsm*__ the type of dataset\r\n\r\n- __*CH1903+_LV95*__ is the 
72
__*dsm*__ the type of dataset\r\n\r\n- __*CH1903+_LV95*__ is the 
            
73
coordinate system and datum of the dataset\r\n\r\n- __*0.1m*__ is the 
73
coordinate system and datum of the dataset\r\n\r\n- __*0.1m*__ is the 
            
74
resolution of the dataset in meter\r\n\r\n- __*.tif*__ is the 
74
resolution of the dataset in meter\r\n\r\n- __*.tif*__ is the 
            
75
extention of the dataset\r\n\r\n \r\n\r\nDetails about the UAV 
75
extention of the dataset\r\n\r\n \r\n\r\nDetails about the UAV 
            
76
surveys, the image processing and the accuracy of the UAV-derived 
76
surveys, the image processing and the accuracy of the UAV-derived 
            
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products can be found in this publication below.\r\n\r\n__Paper 
77
products can be found in this publication below.\r\n\r\n__Paper 
            
78
Citation:__\r\n > _Gindraux et al. 2017. Accuracy Assessment of 
78
Citation:__\r\n > _Gindraux et al. 2017. Accuracy Assessment of 
            
79
Digital Surface Models from Unmanned Aerial Vehicles\u2019Imagery on 
79
Digital Surface Models from Unmanned Aerial Vehicles\u2019Imagery on 
            
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Glaciers, Remote Sensing, 9, 186, 1-15,  [doi: 
80
Glaciers, Remote Sensing, 9, 186, 1-15,  [doi: 
            
81
10.3390/rs9020186](https://doi.org/10.3390/rs9020186)._\r\n\r\nThe 
81
10.3390/rs9020186](https://doi.org/10.3390/rs9020186)._\r\n\r\nThe 
            
82
folder UAV_flight_paths.zip contains all UAV flights performed on the 
82
folder UAV_flight_paths.zip contains all UAV flights performed on the 
            
83
Sankt Annafirn, Findelengletscher and Griesgletscher. The flights were 
83
Sankt Annafirn, Findelengletscher and Griesgletscher. The flights were 
            
84
planned with the software eMotion2 and have the .afp extention.",
84
planned with the software eMotion2 and have the .afp extention.",
            
85
  "num_resources": 16,
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  "num_resources": 16,
            
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  "num_tags": 12,
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  "num_tags": 12,
            
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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": "2016-09-02T14:17:02.029939",
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    "created": "2016-09-02T14:17:02.029939",
            
90
    "description": " The Research Unit investigates natural hazard 
90
    "description": " The Research Unit investigates natural hazard 
            
91
processes in mountainous areas, in particular the triggering and 
91
processes in mountainous areas, in particular the triggering and 
            
92
propagation of floods, sediment transport, landslides, debris flows 
92
propagation of floods, sediment transport, landslides, debris flows 
            
93
and rock fall. Process studies on the scale of slopes, channels and 
93
and rock fall. Process studies on the scale of slopes, channels and 
            
94
catchments form the basis for the development of simulation models and 
94
catchments form the basis for the development of simulation models and 
            
95
of hazard assessment procedures and for the design of countermeasures. 
95
of hazard assessment procedures and for the design of countermeasures. 
            
96
To this end worldwide unique observation systems are developed, such 
96
To this end worldwide unique observation systems are developed, such 
            
97
as a debris flow balance and geophone systems for bedload transport. 
97
as a debris flow balance and geophone systems for bedload transport. 
            
98
Damage and damaging processes due to frequent and extreme events are 
98
Damage and damaging processes due to frequent and extreme events are 
            
99
assessed as prerequisites for the risk-based and sustainable 
99
assessed as prerequisites for the risk-based and sustainable 
            
100
management of natural hazards.\r\n\r\nA second focus of the unit is on 
100
management of natural hazards.\r\n\r\nA second focus of the unit is on 
            
101
the estimation and prediction of snow and water resources, e.g. for 
101
the estimation and prediction of snow and water resources, e.g. for 
            
102
hydropower production or early recognition of drought. The unit 
102
hydropower production or early recognition of drought. The unit 
            
103
operates a snow hydrological service for federal and cantonal agencies 
103
operates a snow hydrological service for federal and cantonal agencies 
            
104
and a drought information platform for a broad range of water 
104
and a drought information platform for a broad range of water 
            
105
users.\r\n\r\n__Further information__: 
105
users.\r\n\r\n__Further information__: 
            
106
.ch/en/about-wsl/organization/research-units/mountain-hydrology.html",
106
.ch/en/about-wsl/organization/research-units/mountain-hydrology.html",
            
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    "id": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
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    "image_url": "2018-07-10-091052.004438LogoWSL.svg",
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    "image_url": "2018-07-10-091052.004438LogoWSL.svg",
            
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    "is_organization": true,
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    "is_organization": true,
            
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    "name": "gebirgshydrologie",
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    "name": "gebirgshydrologie",
            
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    "state": "active",
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    "state": "active",
            
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    "title": "GebirgsHydrologie",
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    "title": "GebirgsHydrologie",
            
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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": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
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  "owner_org": "8ca28da8-ad8f-401a-9356-0aa7fdba2604",
            
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  "private": false,
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  "private": false,
            
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  "publication": "{\"publisher\": \"Remote Sensing\", 
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  "publication": "{\"publisher\": \"Remote Sensing\", 
            
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\"publication_year\": \"2017\"}",
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\"publication_year\": \"2017\"}",
            
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  "publication_state": "published",
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  "publication_state": "published",
            
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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_url": null,
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      "cache_url": null,
            
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      "created": "2018-07-29T19:06:09.355868",
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      "created": "2018-07-29T19:06:09.355868",
            
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      "description": "This .pdf contains an orthoimage for each 
130
      "description": "This .pdf contains an orthoimage for each 
            
131
dataset as well as a Table which displays the number of flights made, 
131
dataset as well as a Table which displays the number of flights made, 
            
132
image acquired, number of GCP set and the total area covered.",
132
image acquired, number of GCP set and the total area covered.",
            
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      "doi": "",
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      "doi": "",
            
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      "format": "PDF",
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      "format": "PDF",
            
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      "hash": "",
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      "hash": "",
            
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      "name": "datasets_overview",
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      "name": "datasets_overview",
            
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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": 1681404,
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      "size": 1681404,
            
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      "state": "active",
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671
    {
672
    {
            
672
      "display_name": "GLETSCHER",
673
      "display_name": "GLETSCHER",
            
673
      "id": "91c5f261-2a27-4ef6-8068-7f8b554f7c5b",
674
      "id": "91c5f261-2a27-4ef6-8068-7f8b554f7c5b",
            
674
      "name": "GLETSCHER",
675
      "name": "GLETSCHER",
            
675
      "state": "active",
676
      "state": "active",
            
676
      "vocabulary_id": null
677
      "vocabulary_id": null
            
677
    },
678
    },
            
678
    {
679
    {
            
679
      "display_name": "GRIESGLETSCHER",
680
      "display_name": "GRIESGLETSCHER",
            
680
      "id": "3d2715a2-5d9d-479f-8ad1-e403b2edc2ee",
681
      "id": "3d2715a2-5d9d-479f-8ad1-e403b2edc2ee",
            
681
      "name": "GRIESGLETSCHER",
682
      "name": "GRIESGLETSCHER",
            
682
      "state": "active",
683
      "state": "active",
            
683
      "vocabulary_id": null
684
      "vocabulary_id": null
            
684
    },
685
    },
            
685
    {
686
    {
            
686
      "display_name": "ORTHOIMAGE",
687
      "display_name": "ORTHOIMAGE",
            
687
      "id": "2c95cebe-c9eb-4120-9b48-17454d7ce22f",
688
      "id": "2c95cebe-c9eb-4120-9b48-17454d7ce22f",
            
688
      "name": "ORTHOIMAGE",
689
      "name": "ORTHOIMAGE",
            
689
      "state": "active",
690
      "state": "active",
            
690
      "vocabulary_id": null
691
      "vocabulary_id": null
            
691
    },
692
    },
            
692
    {
693
    {
            
693
      "display_name": "ORTHOPHOTO",
694
      "display_name": "ORTHOPHOTO",
            
694
      "id": "7a4f50f0-39cb-463a-ab84-4aca1487ffce",
695
      "id": "7a4f50f0-39cb-463a-ab84-4aca1487ffce",
            
695
      "name": "ORTHOPHOTO",
696
      "name": "ORTHOPHOTO",
            
696
      "state": "active",
697
      "state": "active",
            
697
      "vocabulary_id": null
698
      "vocabulary_id": null
            
698
    },
699
    },
            
699
    {
700
    {
            
700
      "display_name": "SANKT ANNAFIRN",
701
      "display_name": "SANKT ANNAFIRN",
            
701
      "id": "ced87213-dc09-4008-b4bb-4ab9982ac29e",
702
      "id": "ced87213-dc09-4008-b4bb-4ab9982ac29e",
            
702
      "name": "SANKT ANNAFIRN",
703
      "name": "SANKT ANNAFIRN",
            
703
      "state": "active",
704
      "state": "active",
            
704
      "vocabulary_id": null
705
      "vocabulary_id": null
            
705
    },
706
    },
            
706
    {
707
    {
            
707
      "display_name": "UAV",
708
      "display_name": "UAV",
            
708
      "id": "842eeb32-4bb9-43f0-ab14-33e2fab1b282",
709
      "id": "842eeb32-4bb9-43f0-ab14-33e2fab1b282",
            
709
      "name": "UAV",
710
      "name": "UAV",
            
710
      "state": "active",
711
      "state": "active",
            
711
      "vocabulary_id": null
712
      "vocabulary_id": null
            
712
    }
713
    }
            
713
  ],
714
  ],
            
714
  "title": "UAV-derived Digital Surface Models and orthoimages for 
715
  "title": "UAV-derived Digital Surface Models and orthoimages for 
            
715
three alpine glaciers",
716
three alpine glaciers",
            
716
  "type": "dataset",
717
  "type": "dataset",
            
717
  "url": null,
718
  "url": null,
            
718
  "version": "1.0"
719
  "version": "1.0"
            
719
}
720
}