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210 results for “citizen data”
Figure 2 in Capelin beach spawning diaries: an analysis of 30 years of citizen science data from the island of Newfoundland, Canada
Figure 2. – Total number of capelin spawning beaches monitored by citizen scientists each year by NAFO Division (3K, 3L and 3Ps) on the southeastern and eastern coasts of the island of Newfoundland from 1991-2021.
Figure 3 in Capelin beach spawning diaries: an analysis of 30 years of citizen science data from the island of Newfoundland, Canada
Figure 3. – Median first day of capelin beach spawning in Div. 3Ps was June 23 which was significantly earlier than in Div. 3L (median first spawning day was July 4; permutation test statistic: p = 0.0005) and Div. 3K (median first spawning day was July 6; permutation test statistic: p = 0.0005). There was no significant difference in first beach spawning day between Div. 3L and Div. 3K (permutation test statistic: p = 0.588). Horizontal line is the median, boxes are the 25% and 75% quantiles, and the dots are the statistical outliers.
FIGURE 9 in An analysis of fossil identification guides to improve data reporting in citizen science programs
FIGURE 9. Regressions of accuracy data reported by participants organized by educational background. '8'and '9' represent the last year of middle school and the freshman year of high school, respectively. '13' represents a bachelor's degree in any subject, '14' represents a master's degree in any subject, and '15' represents a PhD or equivalent degree in any subject. Black dots indicate mean accuracy for an educational background, the solid curve indicates a logarithmic regression for that accuracy data, and dashed curves show the 2σ confidence interval. 9A: regression of data accuracy using Sdice; 9B: regression of data accuracy using Sbc.
FIGURE 6 in An analysis of fossil identification guides to improve data reporting in citizen science programs
FIGURE 6. Bar graph of similarity data for different guide formats. 6A: presence/absence data using Sdice; 6B: relative abundance data using Sbc. 'Experts' combines data from the authors, who each have substantial paleontology experience.
FIGURE 5 in An analysis of fossil identification guides to improve data reporting in citizen science programs
FIGURE 5. Participants at La Vega Junior High using the color photograph identification guide, data sheet, sorting trays, and magnifying lenses to identify and record fossils.
FIGURE 4 in An analysis of fossil identification guides to improve data reporting in citizen science programs
FIGURE 4. Isolated images of †Hemipristis serra used in the identification guides. 4A: color guide. 4B: grayscale guide. 4C: illustrated guide.
FIGURE 7 in An analysis of fossil identification guides to improve data reporting in citizen science programs
FIGURE 7. Bar graph of similarity for different guide formats with the highest and lowest performer truncated from each group. 7A: presence/absence data using Sdice; 7B: relative abundance data using Sbc. 'Experts' combines data from the authors, who each have substantial paleontology experience.
Figure 2 from: Miyazaki Y, Teramura A, Senou H (2016) Biodiversity data mining from Argus-eyed citizens: the first illegal introduction record of Lepomis macrochirus macrochirus Rafinesque, 1819 in Japan based on Twitter information. ZooKeys 569: 123-133. https://doi.org/10.3897/zookeys.569.7577
Figure 2 - Photographs of Lepomis macrochirus macrochirus collected from the outdoor pool of Chigasaki Park, Yokohama City, Kanagawa Prefecture, Japan on 14 June 2015. A voucher specimen, juvenile, KPM-NI 38654 (photo: KPM-NR 164120 by AT), 22.6 mm SL B voucher specimen, juvenile (right side), KPM-NR 108928 by YM (the same individual as KPM-NI 38654) C adult specimens, photograph, KPM-NR 164118 by AT.
Figure 3 from: Miyazaki Y, Teramura A, Senou H (2016) Biodiversity data mining from Argus-eyed citizens: the first illegal introduction record of Lepomis macrochirus macrochirus Rafinesque, 1819 in Japan based on Twitter information. ZooKeys 569: 123-133. https://doi.org/10.3897/zookeys.569.7577
Figure 3 - Photograph of the outdoor pool of Chigasaki Park, Yokohama City, Kanagawa Prefecture, Japan.
Figure 1 from: Miyazaki Y, Teramura A, Senou H (2016) Biodiversity data mining from Argus-eyed citizens: the first illegal introduction record of Lepomis macrochirus macrochirus Rafinesque, 1819 in Japan based on Twitter information. ZooKeys 569: 123-133. https://doi.org/10.3897/zookeys.569.7577
Figure 1 - A tweet including two fish images posted by AT on 14 June 2015. The image on the left shows two adults of Lepomis macrochirus macrochirus, while the one on the right shows juveniles of Lepomis macrochirus macrochirus and two young of Carassius auratus (however, the specimens in the latter image are not able to be identified even to family level from the image alone). The comments are translated into English as follows: "The results of a pool cleaning. I cannot believe the foolishness of the person who introduced these fish into the pool." https://twitter.com/orca_lf/status/610088107476516864 [Accessed on 25 November 2015]
Figure 5 from: Miyazaki Y, Teramura A, Senou H (2016) Biodiversity data mining from Argus-eyed citizens: the first illegal introduction record of Lepomis macrochirus macrochirus Rafinesque, 1819 in Japan based on Twitter information. ZooKeys 569: 123-133. https://doi.org/10.3897/zookeys.569.7577
Figure 5 - The voucher specimens and photographs of Carassius auratus collected from the outdoor pool of Chigasaki Park, Yokohama City, Kanagawa Prefecture, Japan, on 14 June 2015. A voucher specimen, KPM-NI 38655 (photo: KPM-NR 108929 by YM), 64.9 mm SL B voucher specimen (live), KPM-NI 38656 (photo: KPM-NR 164119 by AT), 61.3 mm SL C voucher specimen (fresh), KPM-NR 108930 by YM (the same individual as KPM-NI 38656).
Figure 4 from: Miyazaki Y, Teramura A, Senou H (2016) Biodiversity data mining from Argus-eyed citizens: the first illegal introduction record of Lepomis macrochirus macrochirus Rafinesque, 1819 in Japan based on Twitter information. ZooKeys 569: 123-133. https://doi.org/10.3897/zookeys.569.7577
Figure 4 - A portion of gut components of Lepomis macrochirus macrochirus collected from the outdoor pool of Chigasaki Park, Yokohama City, Kanagawa Prefecture, Japan, on 14 June 2015. Dragonfly nymphs, Sympetrum sp., were included.
Data from: Integrating regulatory surveys and citizen science to map outbreaks of forest diseases: acute oak decline in England and Wales
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Data from: Latitudinal variation of arrival and breeding phenology of the pied flycatcher Ficedula hypoleuca using large-scale citizen science data.
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Data from: Can observation skills of citizen scientists be estimated using species accumulation curves?
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Research Data Management in Health and Biomedical Citizen Science: Practices and Prospects
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Data from: Novel Fibonacci and non-Fibonacci structure in the sunflower: results of a citizen science experiment
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Data from: Data reliability in citizen science: learning curve and the effects of training method, volunteer background and experience on identification accuracy of insects visiting ivy flowers
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Data from: The contribution of road-based citizen science efforts to the conservation of pond-breeding amphibians
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Survey Data Set - Would you call this Citizen Science?
<p>Data set of survey outcomes.</p>
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.