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The North American Bird Banding Program is administered through the U.S. Geological Survey (USGS) Bird Banding Laboratory (BBL), Eastern Ecological Science Center at the Patuxent Research Refuge (EESC) and the Bird Banding Office (BBO), Environment and Climate Change Canada (ECCC). The respective banding offices have similar functions and policies and use the same bands, reporting forms and data formats. This long-term dataset (1960-2023) consists of over 83 million bird banding, encounter and recapture records of over 1,000 species covered under the Migratory Bird Treaty Act (MBTA). Data is contributed by US and Canadian bird banding permit holders: federal, state, tribal, local government, non-government agencies,...
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This is an antiquated version of the North American Bird Banding Program dataset that has been superseded by a more recent release. Unless visitors have a specific need for these archived data, they should return to the Main NABBP Dataset Page and choose the most recent data release, as that one will include all NABBP data released to date.
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Remote cameras (“trail cameras”) are a popular tool for non-invasive, continuous wildlife monitoring, and as they become more prevalent in wildlife research, machine learning (ML) is increasingly used to automate or accelerate the labor-intensive process of labelling (i.e., tagging) photos. Human-machine hybrid tagging approaches have been shown to greatly increase tagging efficiency (i.e., time to tag a single image). However, those potential increases hinge on the extent to which an ML model makes correct vs. incorrect predictions. We performed an experiment using a ML model that produces bounding boxes around animals, people, and vehicles in remote camera imagery (MegaDetector), to consider the impact of a ML...
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This is an antiquated version of the North American Bird Banding Program dataset that has been superseded by a more recent release. Unless visitors have a specific need for these archived data, they should return to the Main NABBP Dataset Page and choose the most recent data release, as that one will include all NABBP data released to date.
thumbnail
This is an antiquated version of the North American Bird Banding Program dataset that has been superseded by a more recent release. Unless visitors have a specific need for these archived data, they should return to the Main NABBP Dataset Page and choose the most recent data release, as that one will include all NABBP data released to date.


    map background search result map search result map Evaluating a tandem human-machine approach to labelling of wildlife in remote camera monitoring Evaluating a tandem human-machine approach to labelling of wildlife in remote camera monitoring