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On October 22, 2024, 5:19:52 PM UTC, ckan_admin:
Added resource Movie760_20140608_11594800-20140608_13244700.mp4 to Data from: Prey ingestion rates revealed by back-mounted accelerometers in Eurasian spoonbills
              
    
          
          
        
        
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            4   "code": "7b.b.yd", 4   "code": "7b.b.yd",
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            14   "distribution_date": "2023-01-12", 14   "distribution_date": "2023-01-12",
            15   "distributor": "Research Data Management(NIOZ Royal Netherlands  15   "distributor": "Research Data Management(NIOZ Royal Netherlands 
            16 Institute for Sea Research)", 16 Institute for Sea Research)",
            17   "doi_date_published": "2023-01-30", 17   "doi_date_published": "2023-01-30",
            18   "funding_references":  18   "funding_references": 
            19 \":\"WF209925\",\"awardtitle\":\"Metawad\",\"formatted\":\"Waddenfonds  19 \":\"WF209925\",\"awardtitle\":\"Metawad\",\"formatted\":\"Waddenfonds 
            20 - WF209925 - Metawad\"},{\"name\":\"Netherlands Organisation for  20 - WF209925 - Metawad\"},{\"name\":\"Netherlands Organisation for 
            21 Scientific Research  21 Scientific Research 
            22 (NWO)\",\"awardnumber\":\"016.Veni.192.245\",\"awardtitle\":\"Veni  22 (NWO)\",\"awardnumber\":\"016.Veni.192.245\",\"awardtitle\":\"Veni 
            23 grant Tamar Lok\",\"formatted\":\"Netherlands Organisation for  23 grant Tamar Lok\",\"formatted\":\"Netherlands Organisation for 
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            26 (NWO)\",\"awardnumber\":\"Spinoza Premium  26 (NWO)\",\"awardnumber\":\"Spinoza Premium 
            27 2014\",\"awardtitle\":\"Spinoza Premium Theunis Piersma\"}]", 27 2014\",\"awardtitle\":\"Spinoza Premium Theunis Piersma\"}]",
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            29   "id": "2e941b9b-8483-4ee3-ba10-0cdc987c0f61", 29   "id": "2e941b9b-8483-4ee3-ba10-0cdc987c0f61",
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            31   "license_title": null, 31   "license_title": null,
            32   "maintainer": null, 32   "maintainer": null,
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            34   "metadata_created": "2024-10-22T11:50:05.438553", 34   "metadata_created": "2024-10-22T11:50:05.438553",
            n 35   "metadata_modified": "2024-10-22T17:18:35.552327", n 35   "metadata_modified": "2024-10-22T17:19:52.185979",
            36   "name": "7bbyd", 36   "name": "7bbyd",
            37   "notes": "Background\nQuantifying foraging success in space and time  37   "notes": "Background\nQuantifying foraging success in space and time 
            38 and among individuals is essential for answering many\necological  38 and among individuals is essential for answering many\necological 
            39 questions and may guide conservation efforts. However, collecting this  39 questions and may guide conservation efforts. However, collecting this 
            40 information is challenging for\nspecies that forage on mobile prey and  40 information is challenging for\nspecies that forage on mobile prey and 
            41 are difficult to observe visually, for example, because they forage  41 are difficult to observe visually, for example, because they forage 
            42 in\ninaccessible areas or at night. In such cases, the use of tracking  42 in\ninaccessible areas or at night. In such cases, the use of tracking 
            43 devices that simultaneously collect location and\nacceleration data  43 devices that simultaneously collect location and\nacceleration data 
            44 may provide a solution if foraging success can be extracted  44 may provide a solution if foraging success can be extracted 
            45 successfully. The aim of this study\nwas to assess how well searching  45 successfully. The aim of this study\nwas to assess how well searching 
            46 for and ingesting prey, among other behaviours, could be distinguished  46 for and ingesting prey, among other behaviours, could be distinguished 
            47 from\n20 Hz acceleration data collected by GPS/ACC-trackers mounted on  47 from\n20 Hz acceleration data collected by GPS/ACC-trackers mounted on 
            48 the back of Eurasian spoonbills Platalea\nleucorodia. Upon capturing a  48 the back of Eurasian spoonbills Platalea\nleucorodia. Upon capturing a 
            49 prey, spoonbills make a distinct movement with their head and back to  49 prey, spoonbills make a distinct movement with their head and back to 
            50 throw the\nprey from the tip of the bill into the  50 throw the\nprey from the tip of the bill into the 
            51 throat.\n\nMethods\nWe compared the behavioural classification  51 throat.\n\nMethods\nWe compared the behavioural classification 
            52 performance of random forest models that were trained and tested\non  52 performance of random forest models that were trained and tested\non 
            53 video-annotated acceleration data segments of different (fixed or  53 video-annotated acceleration data segments of different (fixed or 
            54 flexible) lengths. The best-performing\nmodel was then applied to 4  54 flexible) lengths. The best-performing\nmodel was then applied to 4 
            55 years of data of spoonbills foraging in the Wadden Sea during the  55 years of data of spoonbills foraging in the Wadden Sea during the 
            56 breeding\nseason, to explore seasonal and annual variation in prey  56 breeding\nseason, to explore seasonal and annual variation in prey 
            57 ingestion rates.\n\nResults\nHighest classification accuracies (as  57 ingestion rates.\n\nResults\nHighest classification accuracies (as 
            58 indicated by the F-measure, a balanced measure of precision  58 indicated by the F-measure, a balanced measure of precision 
            59 and\nsensitivity) of foraging behaviours were achieved by analysing  59 and\nsensitivity) of foraging behaviours were achieved by analysing 
            60 short fixed-length segments (0.4\u20130.8 s)  60 short fixed-length segments (0.4\u20130.8 s) 
            61 or\n\u201cflexibly-cut\u201d segments. The F-measure was very high (>  61 or\n\u201cflexibly-cut\u201d segments. The F-measure was very high (> 
            62 0.90) for searching, standing, sitting and flying\n(distinguishing  62 0.90) for searching, standing, sitting and flying\n(distinguishing 
            63 active and passive flight), 0.73 for ingesting prey and 0.65 for  63 active and passive flight), 0.73 for ingesting prey and 0.65 for 
            64 walking. False positive and\nnegative prey ingestions were equally  64 walking. False positive and\nnegative prey ingestions were equally 
            65 likely and most often confused with searching, resulting in a close  65 likely and most often confused with searching, resulting in a close 
            66 match\nbetween the predicted and observed prey ingestion rates.  66 match\nbetween the predicted and observed prey ingestion rates. 
            67 Application of the best-performing model revealed\nstrong seasonal  67 Application of the best-performing model revealed\nstrong seasonal 
            68 patterns in prey ingestion rates in the Wadden Sea that varied between  68 patterns in prey ingestion rates in the Wadden Sea that varied between 
            69 years.\n\nConclusions\nWe show that prey ingestion rates of Eurasian  69 years.\n\nConclusions\nWe show that prey ingestion rates of Eurasian 
            70 spoonbills can be fairly accurately estimated from acceleration\ndata.  70 spoonbills can be fairly accurately estimated from acceleration\ndata. 
            71 These results are promising for the use of spoonbills equipped with  71 These results are promising for the use of spoonbills equipped with 
            72 GPS/ACC-trackers as monitors of\nspatial and temporal variation in the  72 GPS/ACC-trackers as monitors of\nspatial and temporal variation in the 
            73 availability of small fish and shrimp, which is key to understand  73 availability of small fish and shrimp, which is key to understand 
            74 their\nforaging and migratory movements of spoonbills and provides  74 their\nforaging and migratory movements of spoonbills and provides 
            75 information on the quality of (coastal) wetlands.", 75 information on the quality of (coastal) wetlands.",
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            382     } 404     }
            383   ], 405   ],
            384   "state": "active", 406   "state": "active",
            385   "subject": "Earth and Environmental Sciences", 407   "subject": "Earth and Environmental Sciences",
            386   "tags": [ 408   "tags": [
            387     { 409     {
            388       "display_name": "Eurasian spoonbill", 410       "display_name": "Eurasian spoonbill",
            389       "id": "9ae4bf32-2580-4664-b99b-565527ee1e6d", 411       "id": "9ae4bf32-2580-4664-b99b-565527ee1e6d",
            390       "name": "Eurasian spoonbill", 412       "name": "Eurasian spoonbill",
            391       "state": "active", 413       "state": "active",
            392       "vocabulary_id": null 414       "vocabulary_id": null
            393     }, 415     },
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            397       "name": "GPS", 419       "name": "GPS",
            398       "state": "active", 420       "state": "active",
            399       "vocabulary_id": null 421       "vocabulary_id": null
            400     }, 422     },
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            404       "name": "accelerometer", 426       "name": "accelerometer",
            405       "state": "active", 427       "state": "active",
            406       "vocabulary_id": null 428       "vocabulary_id": null
            407     }, 429     },
            408     { 430     {
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            413       "vocabulary_id": null 435       "vocabulary_id": null
            414     } 436     }
            415   ], 437   ],
            416   "title": "Data from: Prey ingestion rates revealed by back-mounted  438   "title": "Data from: Prey ingestion rates revealed by back-mounted 
            417 accelerometers in Eurasian spoonbills", 439 accelerometers in Eurasian spoonbills",
            418   "type": "dataset", 440   "type": "dataset",
            419   "url": "https://dataportal.nioz.nl/doi/10.25850/nioz/7b.b.yd", 441   "url": "https://dataportal.nioz.nl/doi/10.25850/nioz/7b.b.yd",
            420   "version": "1" 442   "version": "1"
            421 } 443 }