Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
245
datasets available to search
ShareScore release 0.9.0
Dataset results
245 results for “biodiversity outcomes”
Figure 11b from: Egloff W, Agosti D, Kishor P, Patterson D, Miller J (2017) Copyright and the Use of Images as Biodiversity Data. Research Ideas and Outcomes 3: e12502. https://doi.org/10.3897/rio.3.e12502
Figure 11b - Oscillograms showing two types of male airborne calls from three species of katydid (Insecta: Orthoptera: Tettigoniidae: Conocephalus), from Naskrecki (2000).
Figure 7c from: Egloff W, Agosti D, Kishor P, Patterson D, Miller J (2017) Copyright and the Use of Images as Biodiversity Data. Research Ideas and Outcomes 3: e12502. https://doi.org/10.3897/rio.3.e12502
Figure 7c - Illustrations of three Linyphantes species all from the rarely used apical view, from Chamberlin and Ivie (1942).
Figure 10a from: Egloff W, Agosti D, Kishor P, Patterson D, Miller J (2017) Copyright and the Use of Images as Biodiversity Data. Research Ideas and Outcomes 3: e12502. https://doi.org/10.3897/rio.3.e12502
Figure 10a - Kukulcania hibernalis (Filistatidae), from Michalik and Ramírez (2014) with credit to E. Lipke (see Suppl. material 1). The PDF file of this article contains interactive 3D content. Click on the image to activate content and use the mouse to rotate objects. Additional functions are available through the menu in the activated figure.
Figure 11a from: Egloff W, Agosti D, Kishor P, Patterson D, Miller J (2017) Copyright and the Use of Images as Biodiversity Data. Research Ideas and Outcomes 3: e12502. https://doi.org/10.3897/rio.3.e12502
Figure 11a - Songs of assorted leaf warbler species (Aves: Passeriformes: Phyllosopidae: Phylloscopus), from Tietze et al. (2015).
Figure 1 from: Egloff W, Agosti D, Kishor P, Patterson D, Miller J (2017) Copyright and the Use of Images as Biodiversity Data. Research Ideas and Outcomes 3: e12502. https://doi.org/10.3897/rio.3.e12502
Figure 1 - Series of diagrams showing the development of subcellular organelles in a ctenophore. In a touch of creative whimsy, the authors have added King Kong battling aircraft atop the fully developed organelle, which resembles a skyscraper. After Tamm and Tamm (1988).
Figure 2a from: Egloff W, Agosti D, Kishor P, Patterson D, Miller J (2017) Copyright and the Use of Images as Biodiversity Data. Research Ideas and Outcomes 3: e12502. https://doi.org/10.3897/rio.3.e12502
Figure 2a - From Clerck (1757) (fig. 1, habitus, dorsal view; fig. 2, male pedipalp, retrolateral view).
Figure 17b from: Egloff W, Agosti D, Kishor P, Patterson D, Miller J (2017) Copyright and the Use of Images as Biodiversity Data. Research Ideas and Outcomes 3: e12502. https://doi.org/10.3897/rio.3.e12502
Figure 17b - Sculpture ratio, a quantification of shell texture based on a ratio of two measurements, for three Holocene snail species (Mollusca: Gastropoda: Thiaridae: Melanoides), from Bocxlaer and Schultheiß (2010).
Figure 7a from: Egloff W, Agosti D, Kishor P, Patterson D, Miller J (2017) Copyright and the Use of Images as Biodiversity Data. Research Ideas and Outcomes 3: e12502. https://doi.org/10.3897/rio.3.e12502
Figure 7a - Illustrations of Microneta aeronautica (type species of genus Linyphantes, now called Linyphantes aeronauticus) from Petrunkevitch (1929) (plate 1: fig. 19, male pedipalp, standard retrolateral view; fig. 20, male pedipalp, rarely used apical view).
Figure 6b from: Egloff W, Agosti D, Kishor P, Patterson D, Miller J (2017) Copyright and the Use of Images as Biodiversity Data. Research Ideas and Outcomes 3: e12502. https://doi.org/10.3897/rio.3.e12502
Figure 6b - Neoconocephalus affinis, after Naskrecki (2000) (fig. 12: A, male habitus, lateral view; B, head region, lateral view; C, head region, frontal view; D, male cerci, dorsal view; E, head region, dorsal view).
Figure 10b from: Egloff W, Agosti D, Kishor P, Patterson D, Miller J (2017) Copyright and the Use of Images as Biodiversity Data. Research Ideas and Outcomes 3: e12502. https://doi.org/10.3897/rio.3.e12502
Figure 10b - Orsolobus pucara (Orsolobidae), from Lipke et al. (2014) (see Suppl. material 2). The PDF file of this article contains interactive 3D content. Click on the image to activate content and use the mouse to rotate objects. Additional functions are available through the menu in the activated figure.
Figure 6 from: Penev L, Mietchen D, Chavan V, Hagedorn G, Smith V, Shotton D, Ó Tuama É, Senderov V, Georgiev T, Stoev P, Groom Q, Remsen D, Edmunds S (2017) Strategies and guidelines for scholarly publishing of biodiversity data. Research Ideas and Outcomes 3: e12431. https://doi.org/10.3897/rio.3.e12431
Figure 6 - Automated creation of data paper manuscripts from Ecological Metadata Language (EML) metadata in the ARPHA Writing Tool.
Figure 5 from: Penev L, Mietchen D, Chavan V, Hagedorn G, Smith V, Shotton D, Ó Tuama É, Senderov V, Georgiev T, Stoev P, Groom Q, Remsen D, Edmunds S (2017) Strategies and guidelines for scholarly publishing of biodiversity data. Research Ideas and Outcomes 3: e12431. https://doi.org/10.3897/rio.3.e12431
Figure 5 - The metadata from the GBIF Integrated Publishing Toolkit (IPT) can be downloaded as RTF or EML files and submitted to Pensoft's journals as data paper manuscripts.
Figure 3 from: Penev L, Mietchen D, Chavan V, Hagedorn G, Smith V, Shotton D, Ó Tuama É, Senderov V, Georgiev T, Stoev P, Groom Q, Remsen D, Edmunds S (2017) Strategies and guidelines for scholarly publishing of biodiversity data. Research Ideas and Outcomes 3: e12431. https://doi.org/10.3897/rio.3.e12431
Figure 3 - The user interface of the ARPHA Writing Tool through which single or multiple specimen records from GBIF, BOLD, iDigBio and PlutoF are imported through records identifiers.
Figure 1 from: Penev L, Mietchen D, Chavan V, Hagedorn G, Smith V, Shotton D, Ó Tuama É, Senderov V, Georgiev T, Stoev P, Groom Q, Remsen D, Edmunds S (2017) Strategies and guidelines for scholarly publishing of biodiversity data. Research Ideas and Outcomes 3: e12431. https://doi.org/10.3897/rio.3.e12431
Figure 1 - Recommendation of Dryad to cite both the original article in association with which the data were published and the data themselves.
Figure 7 from: Penev L, Mietchen D, Chavan V, Hagedorn G, Smith V, Shotton D, Ó Tuama É, Senderov V, Georgiev T, Stoev P, Groom Q, Remsen D, Edmunds S (2017) Strategies and guidelines for scholarly publishing of biodiversity data. Research Ideas and Outcomes 3: e12431. https://doi.org/10.3897/rio.3.e12431
Figure 7 - Selection of the journal and "Data Paper (Biosciences)" template in the ARPHA Writing Tool.
Figure 4 from: Penev L, Mietchen D, Chavan V, Hagedorn G, Smith V, Shotton D, Ó Tuama É, Senderov V, Georgiev T, Stoev P, Groom Q, Remsen D, Edmunds S (2017) Strategies and guidelines for scholarly publishing of biodiversity data. Research Ideas and Outcomes 3: e12431. https://doi.org/10.3897/rio.3.e12431
Figure 4 - Occurrence records and taxonomic treatments (if present in the article), published in the Biodiversity Data Journal, are exported in two separate Darwin Core Archives (DwC-A) and are available for direct download or harvesting via web services.
Figure 5 from: Despot-Belmonte K, Neßhöver C, Saarenmaa H, Regan E, Meyer C, Martins E, Groom Q, Hoffmann A, Caine A, Bowles-Newark N, Bae H, Canhos D, Stenzel S, Bowler D, Schneider A, V. Weatherdon L, S. Martin C (2017) Biodiversity data provision and decision-making - addressing the challenges. Research Ideas and Outcomes 3: e12165. https://doi.org/10.3897/rio.3.e12165
Figure 5 - Guiding principles for promoting the application of EBVs for current and future needs of decision-makers - researcher's brief.
Figure 2 from: Despot-Belmonte K, Neßhöver C, Saarenmaa H, Regan E, Meyer C, Martins E, Groom Q, Hoffmann A, Caine A, Bowles-Newark N, Bae H, Canhos D, Stenzel S, Bowler D, Schneider A, V. Weatherdon L, S. Martin C (2017) Biodiversity data provision and decision-making - addressing the challenges. Research Ideas and Outcomes 3: e12165. https://doi.org/10.3897/rio.3.e12165
Figure 2 - From a European perspective, the European biodiversity policy landscape is complex and "data hungry" (Wetzel et al. 2015).
Figure 5 from: Wetzel F, Despot Belmonte K, Bingham H, Underwood E, Hoffmann A, Häuser C, Mikolajczyk P, Vohland K (2017) 4th European Biodiversity Observation Network (EU BON) Stakeholder Roundtable: Pathways to sustainability for EU BONs network of collaborators and technical infrastructure. Research Ideas and Outcomes 3: e11875. https://doi.org/10.3897/rio.3.e11875
Figure 5 - Group 2 discussion: Strategies, Business Plan and EU BON sustainability (Credits: F. Wetzel)
Figure 4 from: Wetzel F, Despot Belmonte K, Bingham H, Underwood E, Hoffmann A, Häuser C, Mikolajczyk P, Vohland K (2017) 4th European Biodiversity Observation Network (EU BON) Stakeholder Roundtable: Pathways to sustainability for EU BONs network of collaborators and technical infrastructure. Research Ideas and Outcomes 3: e11875. https://doi.org/10.3897/rio.3.e11875
Figure 4 - Visualisation of Lepidoptera density occurences: World Map (darker colors indicate a higher number of occurrences) and Lepidoptera occurences chart bar per year, exemplified with the country data of Germany (EU BON European Biodiversity Portal, beta version 11/2016).
ScienceDex guides
Understand access before you commit
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.