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Maine Department of Inland Fisheries and Wildlife Volume 1 (2022 - 2023) This volume's release consists of 64642 media files captured by autonomous wildlife monitoring devices under the project, Maine Department of Inland Fisheries and Wildlife. The attached files listed below include several CSV files that provide information about the data release. The file, "media.csv" provides the metadata about the media, such as filename and date/time of capture. The actual media files are housed within folders under the volume's "child items" as compressed files. A critical CSV file is "dictionary.csv", which describes each CSV file, including field names, data types, descriptions, and the relationship of each field to fields other CSV files. Some of the media files may have been "tagged" or "annotated"... Categories: Data; Tags: AMBER, AMMonitor, American marten, American mink, Canada lynx, All tags... Ecology, Maine, USGS Science Data Catalog (SDC), Wildlife Biology, animal tracking, biota, bobcat, coyote, ecosystem monitoring, environment, ermine, field inventory and monitoring, fisher, long-tailed weasel, moose, raccoon, red fox, red squirrel, snowshoe hare, time series datasets, trail camera wildlife monitoring, vertebrates, white-tailed deer, wildlife, wildlife biology, Fewer tags SiMPL Wildlife Magnet Project Data Release Volume 1 (2019 - 2023) This volume's release consists of 281258 media files captured by autonomous wildlife monitoring devices under the project, SiMPL Wildlife Magnet Project. The attached files listed below include several CSV files that provide information about the data release. The file, "media.csv" provides the metadata about the media, such as filename and date/time of capture. The actual media files are housed within folders under the volume's "child items" as compressed files. A critical CSV file is "dictionary.csv", which describes each CSV file, including field names, data types, descriptions, and the relationship of each field to fields other CSV files. Some of the media files may have been "tagged" or "annotated" by either... Categories: Data; Tags: Aegolius acadicus, Alces americanus americanus, Canis latrans, Canis lupus, Catharus guttatus, All tags... Corvus brachyrhynchos, Cyanocitta cristata, Dryocopus pileatus, Ecology, Lepus americanus, Leuconotopicus villosus, Lynx rufus, Martes americana, Mustela frenata, Mustela vison, New England, Odocoileus virginianus, Ondatra zibethicus, Pekania pennanti, Perisoreus canadensis, Picoides arcticus, Poecile atricapillus, Procyon lotor, Sciurus carolinensis, Setophaga coronata, Tamias striatus, Tamiasciurus hudsonicus, Turdus migratorius, USGS Science Data Catalog (SDC), Urocyon cinereoargenteus, Ursus americanus, Vulpes vulpes, Wildlife Biology, animal tracking, biota, boreal forest, ecological forestry, ecosystem monitoring, environment, field inventory and monitoring, forest management, remote sensing, small mammals, temperate forest, time series datasets, vertebrates, wildlife, wildlife biology, wildlife monitoring, Fewer tags Adirondack Inventory & Monitoring (AIM) Network Volume 1 (2021 - 2023) This volume's release consists of 42105 media files captured by autonomous wildlife monitoring devices under the project, Adirondack Inventory & Monitoring (AIM) Network. The attached files listed below include several CSV files that provide information about the data release. The file, "media.csv" provides the metadata about the media, such as filename and date/time of capture. The actual media files are housed within folders under the volume's "child items" as compressed files. A critical CSV file is "dictionary.csv", which describes each CSV file, including field names, data types, descriptions, and the relationship of each field to fields other CSV files. Some of the media files may have been "tagged" or "annotated"... Categories: Data; Tags: Adirondack Mountains, American Marten, Bobcat, Ecology, Fisher, All tags... Long-tailed Weasel, Moose, Northern Flying Squirrel, Saint Lawrence County, Snowshoe Hare, Southern Flying Squirrel, USGS Science Data Catalog (SDC), Wildlife Biology, animal tracking, biota, camera traps, ecosystem monitoring, environment, field inventory and monitoring, images, inventory, mammals, monitoring, time series datasets, vertebrates, wildlife, wildlife, wildlife biology, Fewer tags Evaluating a tandem human-machine approach to labelling of wildlife in remote camera monitoring 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... Categories: Data; Tags: Ecology, Information Sciences, Maine, USGS Science Data Catalog (SDC), Vermont, All tags... Wildlife Biology, biota, camera trap, data labelling, machine learning, tagging, trail camera, wildlife monitoring, Fewer tags Dartmouth College Woodlands Wildlife Monitoring Project Volume 1 (2014 - 2024) This volume's release consists of 46576 media files captured by autonomous wildlife monitoring devices under the project, Dartmouth College Woodlands Wildlife Monitoring Project. The attached files listed below include several CSV files that provide information about the data release. The file, "media.csv" provides the metadata about the media, such as filename and date/time of capture. The actual media files are housed within folders under the volume's "child items" as compressed files. A critical CSV file is "dictionary.csv", which describes each CSV file, including field names, data types, descriptions, and the relationship of each field to fields in other CSV files. Some of the media files may have been "tagged"... Categories: Data; Tags: Alces americanus americanus, Bonasa umbellus, Canis latrans, Canis lupus, Coos County, All tags... Ecology, Erethizon dorsatus, Lepus americanus, Lynx canadensis, Lynx rufus, Martes americana, Mustela frenata, New Hampshire, Odocoileus virginianus, Pekania pennanti, Poecile atricapillus, Procyon lotor, Sciurus carolinensis, Tamias striatus, Tamiasciurus hudsonicus, Turdus migratorius, USGS Science Data Catalog (SDC), Ursus americanus, Vulpes vulpes, Wildlife Biology, animal tracking, biota, ecological forestry, ecosystem monitoring, environment, field inventory and monitoring, forest management, remote sensing, small mammals, temperate forest, time series datasets, vertebrates, wildlife, wildlife biology, wildlife monitoring, Fewer tags Silvio O Conte National Fish and Wildlife Refuge Wildlife Monitoring Project (2014 - 2024) This volume's release consists of 90364 media files captured by autonomous wildlife monitoring devices under the project, Silvio O Conte National Fish and Wildlife Refuge Wildlife Monitoring Project. The attached files listed below include several CSV files that provide information about the data release. The file, "media.csv" provides the metadata about the media, such as filename and date/time of capture. The actual media files are housed within folders under the volume's "child items" as compressed files. A critical CSV file is "dictionary.csv", which describes each CSV file, including field names, data types, descriptions, and the relationship of each field to fields in other CSV files. Some of the media files... Categories: Data; Tags: Alces americanus americanus, Bonasa umbellus, Buteo jamaicensis, Canachites canadensis, Canis latrans, All tags... Canis lupus, Castor canadensis, Connecticut River, Coos County, Cyanocitta cristata, Dryocopus pileatus, Ecology, Erethizon dorsatus, Essex County, Lepus americanus, Leuconotopicus villosus, Lynx canadensis, Lynx rufus, Marmota monax, Martes americana, Meleagris gallopavo, Mephitis mephitis, New Hampshire, Odocoileus virginianus, Pekania pennanti, Poecile atricapillus, Procyon lotor, Refuge, Sciurus carolinensis, Silvio O Conte Refuge, Sylvilagus floridanus, Tamias striatus, Tamiasciurus hudsonicus, Turdus migratorius, USGS Science Data Catalog (SDC), Ursus americanus, Vermont, Vulpes vulpes, Wildlife Biology, animal tracking, biota, ecosystem monitoring, environment, field inventory and monitoring, time series datasets, vertebrates, wildlife, wildlife biology, Fewer tags Population Structure and Genetic Diversity of Eastern North American Moose Hair samples were collected in discrete areas during radio-collar studies in Vermont under the auspices of University of Vermont IACUC protocol #17-035 (n=106), New Hampshire (n=34), and Maine (n=57). Hair and tissue samples were opportunistically collected from animals that were harvested, died in vehicle collisions, or translocated throughout Vermont (n = 105), Quebec (n = 198), Massachusetts (n = 5), and New York (n = 24). Of the 317 previously identified autosomal moose SNPs, 136 loci were utilized to develop a MALDI-TOF MS genotyping assay. After filtering problematic loci and individuals, genotypes from 112 of 136 SNPs (82%) were obtained for 507 individuals and all loci met Hardy-Weinberg expectations in... Categories: Data; Tags: Genetics, Moose, Moose, USGS Science Data Catalog (SDC), biota, All tags... genetic diversity, genetics, Fewer tags