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On May 10, 2022 at 1:47:38 PM CDT, kelsey-friesenumanitoba-ca:
Uploaded a new file to resource AVOS M/V NAMAO Codebook in AVOS M/V NAMAO Data Processing
              
    
          
          
        
        
            f 1 { f 1 {
            2   "Author": [ 2   "Author": [
            3     { 3     {
            4       "affiliation": "Centre for Earth Observation Science -  4       "affiliation": "Centre for Earth Observation Science - 
            5 University of Manitoba", 5 University of Manitoba",
            6       "creatorName": "Friesen, Kelsey", 6       "creatorName": "Friesen, Kelsey",
            7       "email": "portalco@umanitoba.ca", 7       "email": "portalco@umanitoba.ca",
            8       "nameIdentifier": "", 8       "nameIdentifier": "",
            9       "nameType": "Personal" 9       "nameType": "Personal"
            10     } 10     }
            11   ], 11   ],
            12   "PublicationYear": "2022", 12   "PublicationYear": "2022",
            13   "Publisher": "Centre for Earth Observation Science", 13   "Publisher": "Centre for Earth Observation Science",
            14   "ResourceType": "QA/QC Report", 14   "ResourceType": "QA/QC Report",
            15   "Rights": "Creative Commons Attribution 4.0 International", 15   "Rights": "Creative Commons Attribution 4.0 International",
            16   "Version": "1.0", 16   "Version": "1.0",
            17   "author": null, 17   "author": null,
            18   "author_email": null, 18   "author_email": null,
            19   "awardTitle": "", 19   "awardTitle": "",
            20   "awardURI": "", 20   "awardURI": "",
            21   "citation": "", 21   "citation": "",
            22   "creator_user_id": "be605180-ed43-4028-a29f-31a3bcd40cd6", 22   "creator_user_id": "be605180-ed43-4028-a29f-31a3bcd40cd6",
            23   "descriptionType": "Abstract", 23   "descriptionType": "Abstract",
            24   "funderIdentifier": "", 24   "funderIdentifier": "",
            25   "funderIdentifierType": "", 25   "funderIdentifierType": "",
            26   "funderName": "", 26   "funderName": "",
            27   "funderSchemeURI": "", 27   "funderSchemeURI": "",
            28   "grantNumber": "", 28   "grantNumber": "",
            29   "groups": [ 29   "groups": [
            30     { 30     {
            31       "description": "Processes and phenomena of the atmosphere \u2013  31       "description": "Processes and phenomena of the atmosphere \u2013 
            32 or \u2018weather and climate\u2019. Examples of data you can find here  32 or \u2018weather and climate\u2019. Examples of data you can find here 
            33 include weather, atmospheric conditions, climate change info.  33 include weather, atmospheric conditions, climate change info. 
            34 \r\n\r\nIn CEOS, related research themes include atmospheric science  34 \r\n\r\nIn CEOS, related research themes include atmospheric science 
            35 and meteorology.", 35 and meteorology.",
            36       "display_name": "Atmosphere", 36       "display_name": "Atmosphere",
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            38       "image_display_url":  38       "image_display_url": 
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            40       "name": "modelling", 40       "name": "modelling",
            41       "title": "Atmosphere" 41       "title": "Atmosphere"
            42     }, 42     },
            43     { 43     {
            44       "description": "Inland water features, drainage systems and  44       "description": "Inland water features, drainage systems and 
            45 their characteristics. Examples of data you can find here include  45 their characteristics. Examples of data you can find here include 
            46 river and lake data, water quality data. \r\n\r\nIn CEOS, related  46 river and lake data, water quality data. \r\n\r\nIn CEOS, related 
            47 research themes include biogeochemistry, Inland lakes and waters,  47 research themes include biogeochemistry, Inland lakes and waters, 
            48 modelling, remote sensing and technology, trace metals and  48 modelling, remote sensing and technology, trace metals and 
            49 contaminants.", 49 contaminants.",
            50       "display_name": "Freshwater", 50       "display_name": "Freshwater",
            51       "id": "8f8cd877-b037-4b1a-b928-f86d9e093741", 51       "id": "8f8cd877-b037-4b1a-b928-f86d9e093741",
            52       "image_display_url":  52       "image_display_url": 
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            54       "name": "freshwater", 54       "name": "freshwater",
            55       "title": "Freshwater" 55       "title": "Freshwater"
            56     } 56     }
            57   ], 57   ],
            58   "id": "6c4a27d1-c39b-4b40-841f-4e9acfd047af", 58   "id": "6c4a27d1-c39b-4b40-841f-4e9acfd047af",
            59   "isopen": false, 59   "isopen": false,
            60   "keywords": "Air temperature,Geospatial data,METEOROLOGICAL  60   "keywords": "Air temperature,Geospatial data,METEOROLOGICAL 
            61 STATIONS,Meteorological,Water temperature,Wind direction,Wind speed", 61 STATIONS,Meteorological,Water temperature,Wind direction,Wind speed",
            62   "language": "English", 62   "language": "English",
            63   "licenceType": "Open", 63   "licenceType": "Open",
            64   "license_id": null, 64   "license_id": null,
            65   "license_title": null, 65   "license_title": null,
            66   "maintainer": null, 66   "maintainer": null,
            67   "maintainer_email": null, 67   "maintainer_email": null,
            68   "metadata_created": "2022-04-13T14:41:36.268628", 68   "metadata_created": "2022-04-13T14:41:36.268628",
            n 69   "metadata_modified": "2022-05-10T18:46:23.848360", n 69   "metadata_modified": "2022-05-10T18:47:38.568660",
            70   "name": "avos-namao-script", 70   "name": "avos-namao-script",
            71   "notes": "The following documents are provided to assist data users  71   "notes": "The following documents are provided to assist data users 
            72 in understanding how AVOS 10-minute rate data was processed and/or  72 in understanding how AVOS 10-minute rate data was processed and/or 
            73 created. Details may include descriptions of the variables used and  73 created. Details may include descriptions of the variables used and 
            74 any quality checks/controls or standardization applied.\r\n\r\n1.  74 any quality checks/controls or standardization applied.\r\n\r\n1. 
            75 Script: code used to process the data.\r\n2. Cookbook: a document  75 Script: code used to process the data.\r\n2. Cookbook: a document 
            76 describing the general steps used to process the data and a  76 describing the general steps used to process the data and a 
            77 description of the dataset variables.\r\n3. Codebook: a document  77 description of the dataset variables.\r\n3. Codebook: a document 
            78 containing detailed instructions about any scripts used to process the  78 containing detailed instructions about any scripts used to process the 
            79 data as well as step by step instructions describing the different  79 data as well as step by step instructions describing the different 
            80 levels of data processing that were applied", 80 levels of data processing that were applied",
            81   "num_resources": 3, 81   "num_resources": 3,
            82   "num_tags": 7, 82   "num_tags": 7,
            83   "organization": { 83   "organization": {
            84     "approval_status": "approved", 84     "approval_status": "approved",
            85     "created": "2017-07-21T13:15:49.935872", 85     "created": "2017-07-21T13:15:49.935872",
            86     "description": "The Centre for Earth Observation Science (CEOS)  86     "description": "The Centre for Earth Observation Science (CEOS) 
            87 was established in 1994 with a mandate to research, preserve and  87 was established in 1994 with a mandate to research, preserve and 
            88 communicate knowledge of Earth system processes using the technologies  88 communicate knowledge of Earth system processes using the technologies 
            89 of Earth Observation Science. Research is multidisciplinary and  89 of Earth Observation Science. Research is multidisciplinary and 
            90 collaborative seeking to understand the complex interrelationships  90 collaborative seeking to understand the complex interrelationships 
            91 between elements of Earth systems, and how these systems will likely  91 between elements of Earth systems, and how these systems will likely 
            92 respond to climate change. Although researchers have worked in many  92 respond to climate change. Although researchers have worked in many 
            93 regions, the Arctic marine system has always been a unifying focus of  93 regions, the Arctic marine system has always been a unifying focus of 
            94 activity.\r\n\r\nIn 2012, CEOS, along with the Greenland Climate  94 activity.\r\n\r\nIn 2012, CEOS, along with the Greenland Climate 
            95 Research Centre (GCRC, Nuuk, Greenland) and the Arctic Research Centre  95 Research Centre (GCRC, Nuuk, Greenland) and the Arctic Research Centre 
            96 (ARC, Aarhus, Denmark) established the Arctic Science Partnership,  96 (ARC, Aarhus, Denmark) established the Arctic Science Partnership, 
            97 thereby integrating academic and research initiatives.\r\n\r\nAreas of  97 thereby integrating academic and research initiatives.\r\n\r\nAreas of 
            98 existing research activity are divided among key themes:\r\n\r\nArctic  98 existing research activity are divided among key themes:\r\n\r\nArctic 
            99 Anthropology/Paleoclimatology: LiDAR scanning and digital site  99 Anthropology/Paleoclimatology: LiDAR scanning and digital site 
            100 preservation, archaeo-geophysics, permafrost degredation, lithic  100 preservation, archaeo-geophysics, permafrost degredation, lithic 
            101 morphometrics, zooarchaeology, proxy studies, paleodistribution of sea  101 morphometrics, zooarchaeology, proxy studies, paleodistribution of sea 
            102 ice, landscape learning, Paleo-Eskimo culture, Thule Inuit culture,  102 ice, landscape learning, Paleo-Eskimo culture, Thule Inuit culture, 
            103 ethnographic analogy, traditional knowledge, climate change and  103 ethnographic analogy, traditional knowledge, climate change and 
            104 northern heritage resource management.\r\n\r\nAtmospheric  104 northern heritage resource management.\r\n\r\nAtmospheric 
            105 Studies/Meteorology: Boundary layer, precipitation, clouds, storms and  105 Studies/Meteorology: Boundary layer, precipitation, clouds, storms and 
            106 extreme weather, circulation, eddy correlations, polar vortex,  106 extreme weather, circulation, eddy correlations, polar vortex, 
            107 climate, teleconnections, geophysical fluid dynamics, flux and energy  107 climate, teleconnections, geophysical fluid dynamics, flux and energy 
            108 budgets, ocean-sea ice-atmosphere interface, radiative transfer, ice  108 budgets, ocean-sea ice-atmosphere interface, radiative transfer, ice 
            109 albedo feedback, cloud radiative forcing, pCO2.  109 albedo feedback, cloud radiative forcing, pCO2. 
            110 \r\n\r\nBiogeochemistry: Organic carbon, greenhouse gases, bubbles,  110 \r\n\r\nBiogeochemistry: Organic carbon, greenhouse gases, bubbles, 
            111 Ikaite, carbonate chemistry, CO2 fluxes, mercury and other trace  111 Ikaite, carbonate chemistry, CO2 fluxes, mercury and other trace 
            112 metals, minerals, hydrocarbons, brine processes, otolith  112 metals, minerals, hydrocarbons, brine processes, otolith 
            113 microchemistry, sediments, biomarkers. \r\n\r\nContaminants: Mercury,  113 microchemistry, sediments, biomarkers. \r\n\r\nContaminants: Mercury, 
            114 trace metals, PAHs, source, transport, transformation, pathways,  114 trace metals, PAHs, source, transport, transformation, pathways, 
            115 bioaccumulations, marine ecosystems, marine chemistry. \r\nEarth  115 bioaccumulations, marine ecosystems, marine chemistry. \r\nEarth 
            116 Observation Science: Active and passive microwave, LiDAR, EM  116 Observation Science: Active and passive microwave, LiDAR, EM 
            117 induction, spatial-temporal analysis, forward and inverse scattering  117 induction, spatial-temporal analysis, forward and inverse scattering 
            118 models, complex permittivity, ocean colour, ocean surface roughness,  118 models, complex permittivity, ocean colour, ocean surface roughness, 
            119 NIR, TIR, satellite telemetry, GPS. Ice-Associated Biology:  119 NIR, TIR, satellite telemetry, GPS. Ice-Associated Biology: 
            120 Biophysical processes, primary production; ice algae, ice  120 Biophysical processes, primary production; ice algae, ice 
            121 microbiology, bio-optics, under-ice phytoplankton. \r\n\r\nInland  121 microbiology, bio-optics, under-ice phytoplankton. \r\n\r\nInland 
            122 Lakes and Waters: Hydrologic connectivity, watershed systems, sediment  122 Lakes and Waters: Hydrologic connectivity, watershed systems, sediment 
            123 transport, nutrient transport, contaminants, landscape processes,  123 transport, nutrient transport, contaminants, landscape processes, 
            124 remote sensing, freshwater-marine coupling. Marine Mammals: Seals,  124 remote sensing, freshwater-marine coupling. Marine Mammals: Seals, 
            125 whales, habitat, conservation, satellite telemetry, distribution,  125 whales, habitat, conservation, satellite telemetry, distribution, 
            126 population studies, prey behaviour, bioacoustics.\r\n\r\nModelling:  126 population studies, prey behaviour, bioacoustics.\r\n\r\nModelling: 
            127 Simulation of sea ice and oceanic regional processes, Nucleus for  127 Simulation of sea ice and oceanic regional processes, Nucleus for 
            128 European Modelling of the Ocean (NEMO), ice-ocean modelling and  128 European Modelling of the Ocean (NEMO), ice-ocean modelling and 
            129 interactions, hind cast simulations and projections for sea ice state  129 interactions, hind cast simulations and projections for sea ice state 
            130 and ocean variables based on CMIP5 scenarios and MIROC5 forcing,  130 and ocean variables based on CMIP5 scenarios and MIROC5 forcing, 
            131 validation.\r\n\r\nOceanography: Circulation, temperature, in-flow and  131 validation.\r\n\r\nOceanography: Circulation, temperature, in-flow and 
            132 out-flow shelves, water dynamics, microturbulence, Beaufort Gyre, eddy  132 out-flow shelves, water dynamics, microturbulence, Beaufort Gyre, eddy 
            133 correlations.\r\n\r\nSea Ice Geophysics:Thermodynamic and dynamic  133 correlations.\r\n\r\nSea Ice Geophysics:Thermodynamic and dynamic 
            134 processes, extreme ice features and hazards, snow, ridges,  134 processes, extreme ice features and hazards, snow, ridges, 
            135 polynyas.\r\n\r\nTraditional and Local Knowledge: Indigenous cultures,  135 polynyas.\r\n\r\nTraditional and Local Knowledge: Indigenous cultures, 
            136 Inuit, Inuvialuit, oral history, toponomy, mobility and settlement,  136 Inuit, Inuvialuit, oral history, toponomy, mobility and settlement, 
            137 hunting, food security, sea ice use, community-based research,  137 hunting, food security, sea ice use, community-based research, 
            138 community-based monitoring, two ways of knowing.", 138 community-based monitoring, two ways of knowing.",
            139     "id": "9e21f6b6-d13f-4ba2-a379-fd962f507071", 139     "id": "9e21f6b6-d13f-4ba2-a379-fd962f507071",
            140     "image_url": "2021-11-13-003953.952874UMLogoHORZ.jpg", 140     "image_url": "2021-11-13-003953.952874UMLogoHORZ.jpg",
            141     "is_organization": true, 141     "is_organization": true,
            142     "name": "ceos2", 142     "name": "ceos2",
            143     "state": "active", 143     "state": "active",
            144     "title": "CEOS", 144     "title": "CEOS",
            145     "type": "organization" 145     "type": "organization"
            146   }, 146   },
            147   "owner_org": "9e21f6b6-d13f-4ba2-a379-fd962f507071", 147   "owner_org": "9e21f6b6-d13f-4ba2-a379-fd962f507071",
            148   "private": false, 148   "private": false,
            149   "related_datasets": "[\"97d3b480-a9a8-47b5-b761-6105e86950d2\"]", 149   "related_datasets": "[\"97d3b480-a9a8-47b5-b761-6105e86950d2\"]",
            150   "related_programs": "[\"0145edb6-1e32-4ece-97e9-406f6d48874a\"]", 150   "related_programs": "[\"0145edb6-1e32-4ece-97e9-406f6d48874a\"]",
            151   "relationships_as_object": [], 151   "relationships_as_object": [],
            152   "relationships_as_subject": [], 152   "relationships_as_subject": [],
            153   "resources": [ 153   "resources": [
            154     { 154     {
            155       "cache_last_updated": null, 155       "cache_last_updated": null,
            156       "cache_url": null, 156       "cache_url": null,
            157       "created": "2022-04-13T14:44:49.003449", 157       "created": "2022-04-13T14:44:49.003449",
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            159       "datastore_contains_all_records_of_source_file": false, 159       "datastore_contains_all_records_of_source_file": false,
            160       "description": "This cookbook provides users with information on  160       "description": "This cookbook provides users with information on 
            161 the script process for converting raw AVOS data extracting from the  161 the script process for converting raw AVOS data extracting from the 
            162 M/V NAMAO.", 162 M/V NAMAO.",
            163       "format": "PDF", 163       "format": "PDF",
            164       "hash": "", 164       "hash": "",
            165       "id": "871d338d-ef3b-4e7c-81ef-534572c3b9e0", 165       "id": "871d338d-ef3b-4e7c-81ef-534572c3b9e0",
            166       "last_modified": "2022-05-10T18:46:23.827209", 166       "last_modified": "2022-05-10T18:46:23.827209",
            n 167       "metadata_modified": "2022-05-10T18:46:23.851636", n 167       "metadata_modified": "2022-05-10T18:47:38.572637",
            168       "mimetype": "application/pdf", 168       "mimetype": "application/pdf",
            169       "mimetype_inner": null, 169       "mimetype_inner": null,
            170       "name": "AVOS M/V NAMAO Cookbook", 170       "name": "AVOS M/V NAMAO Cookbook",
            171       "package_id": "6c4a27d1-c39b-4b40-841f-4e9acfd047af", 171       "package_id": "6c4a27d1-c39b-4b40-841f-4e9acfd047af",
            172       "position": 0, 172       "position": 0,
            173       "resCategory": "supplemental", 173       "resCategory": "supplemental",
            174       "resource_type": null, 174       "resource_type": null,
            175       "size": 148153, 175       "size": 148153,
            176       "state": "active", 176       "state": "active",
            177       "url":  177       "url": 
            178 338d-ef3b-4e7c-81ef-534572c3b9e0/download/avos-mv-namao-cookbook.pdf", 178 338d-ef3b-4e7c-81ef-534572c3b9e0/download/avos-mv-namao-cookbook.pdf",
            179       "url_type": "upload" 179       "url_type": "upload"
            180     }, 180     },
            181     { 181     {
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            183       "cache_url": null, 183       "cache_url": null,
            184       "created": "2022-04-13T14:47:07.244329", 184       "created": "2022-04-13T14:47:07.244329",
            185       "datastore_active": false, 185       "datastore_active": false,
            186       "datastore_contains_all_records_of_source_file": false, 186       "datastore_contains_all_records_of_source_file": false,
            187       "description": "This codebook goes into detail of the code used  187       "description": "This codebook goes into detail of the code used 
            188 to convert raw AVOS data extracting from the M/V NAMAO.", 188 to convert raw AVOS data extracting from the M/V NAMAO.",
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