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zenodo28/100

Figure 22 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

Figure 22 EXAMPLE CODE 17: The policy life-cycle: an offer (with links to PROV objects) and request (with links to PROV objects) evolve into a contractual agreement as the basis for a machine-actionable assessment, including a final human decision step, in preparation of and leading up to a loan event.

opencc-by-4.0Jan 2024View details →
zenodo28/100

Figure 2 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

Figure 2 Sections from the GGBN webpage on a seashell sample (Astarte montagui (Dillwyn, 1817) Catalogue Number ABMBS 172-10 of the Centre of Biodiversity Genomics, Canada), showing how the GGBN Permit Vocabulary and GGBN Loan Vocabulary (from the "GGBN data standard v1") is used by the GGBN data portal.

opencc-by-4.0Jan 2024View details →
zenodo28/100

Figure 1b from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

Figure 1b At the closing of the first decade of the 21st century the costs of genetic sequencing dropped fundamentally, coinciding with soaring numbers of publicly available sequences. After that time the growth rate of sequence numbers decreased. - European Nucleotide Archive data growth of sequence and bases reads (copied from Harrison et al. (2020))

opencc-by-4.0Jan 2024View details →
zenodo28/100

Figure 1a from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

Figure 1a At the closing of the first decade of the 21st century the costs of genetic sequencing dropped fundamentally, coinciding with soaring numbers of publicly available sequences. After that time the growth rate of sequence numbers decreased. - Decreasing sequencing costs, recorded by the US National Human Genome Research Institute NHGRI (data from Wetterstrand 2021)

opencc-by-4.0Jan 2024View details →
zenodo28/100

Figure 16 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

Figure 16 EXAMPLE CODE 11: Adding information on rights associated with the CMS record and annotation itself

opencc-by-4.0Jan 2024View details →
zenodo28/100

Supplementary material 9 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

Summary of JSON-LD code for the loan use case

opencc-zeroJan 2024View details →
zenodo28/100

Supplementary material 8 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

Permit Names US & EU

opencc-zeroJan 2024View details →
zenodo28/100

Supplementary material 7 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

SPNHC Categories of Legal/Compliance Documentation

opencc-zeroJan 2024View details →
zenodo28/100

Supplementary material 6 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

GGBN vocabulary for loans, version 1

opencc-zeroJan 2024View details →
zenodo28/100

Supplementary material 5 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

GGBN vocabulary for permits, version 1

opencc-zeroJan 2024View details →
zenodo28/100

Supplementary material 4 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

Legal characteristics of every Term for Biodiversity Specimens

opencc-zeroJan 2024View details →
zenodo28/100

Supplementary material 3 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

Links to Australian legislation related to biodiversity

opencc-zeroJan 2024View details →
zenodo28/100

Supplementary material 1 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

The Biodiversity Permit/Contract Typology - 38 Document Types

opencc-zeroJan 2024View details →
zenodo28/100

Supplementary material 2 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

The Typology of Legal/Contractual Terms for Biodiversity Specimens - 87 terms

opencc-zeroJan 2024View details →
zenodo28/100

Supplementary material 10 from: Schiller EK, Wiltschke-Schrotta K, Häffner E, Buschbom J, Leliaert F, Zimkus BM, Dickie JB, Gomes SR, Lyal CH.C, Mulcahy D, Paton A, Droege G (2024) Permits, contracts and their terms for biodiversity specimens. Research Ideas and Outcomes 10: e114366. https://doi.org/10.3897/rio.10.e114366

Questionnaire on using molecular biological collections

opencc-zeroJan 2024View details →
zenodo28/100

Figure 1 from: Livermore L, Little H, Goodwin JV, Orli S, Hardy H, Berger F, Braker E, Chapman J, Cohen L, Grant S, Grosso J, Jennings D, Mast A, Motz G, Nelson G, Rios N, Rossi V, Schuster F, Snyder RA, Sobers K, Sweeney P, Watson K, Wilkins A, Zaspel J, Zimkus BM, Zorich DM (2024) Digitization Coordination Workshop Report. Research Ideas and Outcomes 10: e120626. https://doi.org/10.3897/rio.10.e120626

Figure 1 Photograph of the workshop participants at the Smithsonian National Museum of Natural History taken by Mary Behlke - Smithsonian National Museum of Natural History.

opencc-by-4.0Feb 2024View details →
zenodo28/100

Figure 5 from: Watuma BM, Kipkoech S, Melly DK, Ngumbau VM, Rono PC, Mutie FM, Mkala EM, Nzei JM, Mwachala G, Gituru RW, Hu G-W, Wang Q-F (2022) An annotated checklist of the vascular plants of Taita Hills, Eastern Arc Mountain. PhytoKeys 191: 1-158. https://doi.org/10.3897/phytokeys.191.73714

Figure 5 Photographs of new plant species recorded from Taita Hills AAcridocarpus taitensisBMomordica calanthaCZehneria tuberifera.

opencc-by-4.0Mar 2022View details →
zenodo28/100

Figure 4 from: Watuma BM, Kipkoech S, Melly DK, Ngumbau VM, Rono PC, Mutie FM, Mkala EM, Nzei JM, Mwachala G, Gituru RW, Hu G-W, Wang Q-F (2022) An annotated checklist of the vascular plants of Taita Hills, Eastern Arc Mountain. PhytoKeys 191: 1-158. https://doi.org/10.3897/phytokeys.191.73714

Figure 4 Some Taita Hills endemic and near endemic plant species AChassalia discolor subsp. taitensisB-CImpatiens teitensis Grey-Wilson subsp. teitensisDMeineckia ovataEImpatiens engleri subsp. pubescensFMemecylon teitenseGStreptocarpus teitensis.

opencc-by-4.0Mar 2022View details →
zenodo28/100

Figure 1 from: Watuma BM, Kipkoech S, Melly DK, Ngumbau VM, Rono PC, Mutie FM, Mkala EM, Nzei JM, Mwachala G, Gituru RW, Hu G-W, Wang Q-F (2022) An annotated checklist of the vascular plants of Taita Hills, Eastern Arc Mountain. PhytoKeys 191: 1-158. https://doi.org/10.3897/phytokeys.191.73714

Figure 1 Location of the main Taita Hills blocks and adjacent hills showing the distribution of the forest patches.

opencc-by-4.0Mar 2022View details →
zenodo28/100

Figure 2 from: Söderström L, Hagborg A, von Konrat M, Bartholomew-Began S, Bell D, Briscoe L, Brown E, Cargill DC, Costa DP, Crandall-Stotler BJ, Cooper ED, Dauphin G, Engel JJ, Feldberg K, Glenny D, Gradstein SR, He X, Heinrichs J, Hentschel J, Ilkiu-Borges AL, Katagiri T, Konstantinova NA, Larraín J, Long DG, Nebel M, Pócs T, Felisa Puche F, Reiner-Drehwald E, Renner MAM, Sass-Gyarmati A, Schäfer-Verwimp A, Moragues JGS, Stotler RE, Sukkharak P, Thiers BM, Uribe J, Váňa J, Villarreal JC, Wigginton M, Zhang L, Zhu R-L (2016) World checklist of hornworts and liverworts. PhytoKeys 59: 1-821. https://doi.org/10.3897/phytokeys.59.6261

Figure 2 - Number of novel liverwort species, excluding new combinations, which have been described over the last 250 years, with an inset of the number described from 2001–2012.

opencc-by-4.0Jan 2016View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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Your academic CV and NIH biosketch

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