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.
90
datasets available to search
ShareScore release 0.9.0
Dataset results
90 results for “herbaria”
Linked collectors and determiners for: World Plant Specimen from the Herbaria in China.
Natural history specimen data linked to collectors and determiners held within, "World Plant Specimen from the Herbaria in China". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/780977d6-1cdb-4804-904f-9303cce8b4a1">https://bionomia.net/dataset/780977d6-1cdb-4804-904f-9303cce8b4a1</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/780977d6-1cdb-4804-904f-9303cce8b4a1">https://gbif.org/dataset/780977d6-1cdb-4804-904f-9303cce8b4a1</a>. Formatted as a Frictionless Data package.
Figure 1 from: Barkworth M, Murrell Z (2012) The US Virtual Herbarium: working with individual herbaria to build a national resource. ZooKeys 209: 55-73. https://doi.org/10.3897/zookeys.209.3205
Figure 1 - Regional networks and herbaria in the U.S.A. Network boundaries are guides; herbaria are free to join the network of their choice. Some herbaria contribute records to more than one network. No network has been established as yet for the Great Plains, Great Lakes, and Southern Rocky Mountain Regions. Data obtained June, 2011.
Data from: The unrealized potential of herbaria in global change biology
Open the record for dataset details and reuse information.
Figure 4 from: Borsch T, Stevens A-D, Häffner E, Güntsch A, Berendsohn WG, Appelhans MS, Barilaro C, Beszteri B, Blattner FR, Bossdorf O, Dalitz H, Dressler S, Duque-Thüs R, Esser H-J, Franzke A, Goetze D, Grein M, Grünert U, Hellwig F, Hentschel J, Hörandl E, Janßen T, Jürgens N, Kadereit G, Karisch T, Koch MA, Müller F, Müller J, Ober D, Porembski S, Poschlod P, Printzen C, Röser M, Sack P, Schlüter P, Schmidt M, Schnittler M, Scholler M, Schultz M, Seeber E, Simmel J, Stiller M, Thiv M, Thüs H, Tkach N, Triebel D, Warnke U, Weibulat T, Wesche K, Yurkov A, Zizka G (2020) A complete digitization of German herbaria is possible, sensible and should be started now. Research Ideas and Outcomes 6: e50675. https://doi.org/10.3897/rio.6.e50675
Figure 4 Collection data portal based on existing open source software components.
Figure 3 from: Proćków J, Faltyn-Parzymska A, Jarzembowski P, Proćków M, Jakubska-Busse A (2020) How many type specimens can be stored in old lesser-known herbaria with turbulent histories? – A Juncus case study reveals their importance in taxonomy and biodiversity research. PhytoKeys 153: 85-110. https://doi.org/10.3897/phytokeys.153.50735
Figure 3 Collectors' names. Y-axis: number of herbarium labels analysed.
Figure 1 from: Roma-Marzio F, Peruzzi L, Bedini G (2017) Personal private herbaria: a valuable but neglected source of floristic data. The case of Italian collections today. Italian Botanist 3: 7-15. https://doi.org/10.3897/italianbotanist.3.12097
Figure 1 - Distribution of the 34 surveyed Italian private herbaria.
Figure 2 from: Takano A, Horiuchi Y, Fujimoto Y, Aoki K, Mitsuhashi H, Takahashi A (2019) Simple but long-lasting: A specimen imaging method applicable for small- and medium-sized herbaria. PhytoKeys 118: 1-14. https://doi.org/10.3897/phytokeys.118.29434
Figure 2 Birds-eye-view of imaging equipment. Numbers indicate size (cm).
Figure 3 from: Takano A, Horiuchi Y, Fujimoto Y, Aoki K, Mitsuhashi H, Takahashi A (2019) Simple but long-lasting: A specimen imaging method applicable for small- and medium-sized herbaria. PhytoKeys 118: 1-14. https://doi.org/10.3897/phytokeys.118.29434
Figure 3 Employees working on the imaging system.
Fig. 1 in Herbaria are a major frontier for species discovery
Fig. 1. Herbarium specimen of Strobilanthes frondosa first collected (C) in 1924 from Burma (Cooper 5943A), published 70 y later (D) in 1994 (24). In this example, I equals 70 y. The specimen is from the Royal Botanic Garden Edinburgh (photo courtesy of Prashant Awale).
FIGURE 22 in The plants by Daniel Rolander (c. 1723-1793) in Diarium Surinamicum (1754-1765) and herbaria
FIGURE 22. Senna sp.: (A) drawing commissioned by Rottbøll; (B) D. Rolander s.n. (SBT 2.4.8.66).
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.