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zenodo28/100

Figure 2 from: Emmrich M, Vences M, Ernst R, Köhler J, Barej MF, Glaw F, Jansen M, Rödel M-O (2020) A guild classification system proposed for anuran advertisement calls. Zoosystematics and Evolution 96(2): 515-525. https://doi.org/10.3897/zse.96.38770

Figure 2 Key to anuran advertisement call guilds (compare text); each guild illustrated by schematic waveform and spectrogram.

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figure 3 from: Emmrich M, Vences M, Ernst R, Köhler J, Barej MF, Glaw F, Jansen M, Rödel M-O (2020) A guild classification system proposed for anuran advertisement calls. Zoosystematics and Evolution 96(2): 515-525. https://doi.org/10.3897/zse.96.38770

Figure 3 Examples for all different anuran advertisement call guilds (A–H), with a time scale of 0 to 1 s on x-axis and frequency scale of 0 to 8 kHz on y-axis (compare text). Guild A) non-frequency modulated, non-pulsed simple call (Bombina bombina; Bombinatoridae; dfrq/ms = 0.00 Hz/ms) (based on Schneider 2005); Guild B) frequency modulated, non-pulsed simple call (Leptodactylus fuscus; Leptodactylidae; dfrq/ms = 7.22 Hz/ms) (based on Márquez et al. 2002); Guild C) non-frequency modulated pulsed call (Hyla meridionalis; Hylidae; dfrq/ms = 0.67 Hz/ms) (based on Masó and Pijoan 2011); Guild D) frequency modulated pulsed call (Hyperolius pickersgilli; Hyperoliidae; dfrq/ms = 2.32 Hz/ms) (based on Du Preez and Carruthers 2009); Guild E) non-frequency modulated call with uniform notes (Sclerophrys mauritanica; Bufonidae; dfrq/ms = 0.31 Hz/ms) (based on Masó and Pijoan 2011); Guild F) frequency modulated call, with uniform notes (Pseudopaludicola boliviana; Leptodactylidae; dfrq/ms = 2.38 Hz/ms) (based on Márquez et al. 2002); Guild G) non-frequency modulated complex call (Smilisca sila; Hylidae; dfrq/m = 0.43 Hz/ms) (based on Ibanéz 1999); Guild H) frequency modulated complex call (Hyperolius nasutus; Hyperoliidae; dfrq/ms = 1.66 Hz/ms) (based on Du Preez and Carruthers 2009).

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figure 1 from: Emmrich M, Vences M, Ernst R, Köhler J, Barej MF, Glaw F, Jansen M, Rödel M-O (2020) A guild classification system proposed for anuran advertisement calls. Zoosystematics and Evolution 96(2): 515-525. https://doi.org/10.3897/zse.96.38770

Figure 1 Basic types of anuran vocalizations based on their temporal structure, shown as schematic waveforms, modified after Littlejohn (2001): (a) non-pulsed call, (b) pulsed call, (c) call with uniform pulsed notes, (d) complex call containing different note types, and (e) two complex calls in a call series. Black arrows mark inter-note intervals and red arrow marks inter-call interval.

opencc-by-4.0Sep 2020View details →
zenodo28/100

Supplementary material 1 from: Emmrich M, Vences M, Ernst R, Köhler J, Barej MF, Glaw F, Jansen M, Rödel M-O (2020) A guild classification system proposed for anuran advertisement calls. Zoosystematics and Evolution 96(2): 515-525. https://doi.org/10.3897/zse.96.38770

Database for the definition of anuran call guilds

opencc-zeroSep 2020View details →
dryad28/100

Data and R code for What you see is where you go: visibility influences movement decisions of a forest bird navigating a 3D structured matrix

<p>Animal spatial behaviour is often presumed to reflect responses to visual cues. However, inference of behaviour in relation to the environment is challenged by the lack of objective methods to identify the information that effectively is available to an animal from a given location. In general, animals are assumed to have unconstrained information on the environment within a detection circle of a certain radius (the perceptual range; PR). However, visual cues are only available up to the first physical obstruction within an animal's PR, making information availability a function of an animal's location within the physical environment (the effective visual perceptual range; EVPR). By using LiDAR data and viewshed analysis, we model forest birds' EVPRs at each step along a movement path. We found that the EVPR was on average 0.063% that of an unconstrained PR and, by applying a step-selection analysis, that individuals are 1.57 times more likely to move to a tree within their EVPR than to an equivalent tree outside it. This demonstrates that behavioural choices can be substantially impacted by the characteristics of an individual's EVPR and highlights that inferences made from movement data may be improved by accounting for the EVPR.</p>

opencc-zeroDec 2019View details →
zenodo28/100

Supplementary material 3 from: Eddy B, Muggridge M, LeBlanc R, Osmond J, Kean C, Boyd E (2020) An Ecological Approach for Mapping Socio-Economic Data in Support of Ecosystems Analysis: Examples in Mapping Canada's Forest Ecumene. One Ecosystem 5: e55881. https://doi.org/10.3897/oneeco.5.e55881

Supplement C - Labour Force Distribution Maps of Natural Resource Sectors in Canada

opencc-zeroSep 2020View details →
zenodo28/100

Supplementary material 2 from: Eddy B, Muggridge M, LeBlanc R, Osmond J, Kean C, Boyd E (2020) An Ecological Approach for Mapping Socio-Economic Data in Support of Ecosystems Analysis: Examples in Mapping Canada's Forest Ecumene. One Ecosystem 5: e55881. https://doi.org/10.3897/oneeco.5.e55881

Supplement B - GIS Procedure for Mapping Labour Force Distribution

opencc-zeroSep 2020View details →
zenodo28/100

Supplementary material 1 from: Eddy B, Muggridge M, LeBlanc R, Osmond J, Kean C, Boyd E (2020) An Ecological Approach for Mapping Socio-Economic Data in Support of Ecosystems Analysis: Examples in Mapping Canada's Forest Ecumene. One Ecosystem 5: e55881. https://doi.org/10.3897/oneeco.5.e55881

Supplement A - GIS Procedure for Population Estimation

opencc-zeroSep 2020View details →
zenodo28/100

Figure 3 from: Fu L-F, Liao R, Lan D-Q, Wen F, Liu H (2020) A new species of Chrysosplenium (Saxifragaceae) from Shaanxi, north-western China. PhytoKeys 159: 127-135. https://doi.org/10.3897/phytokeys.159.56109

Figure 3 Chrysosplenium spp. habit and inflorescence AC. zhouzhiense Hong Liu, sp. nov., habit (A1), inflorescence with yellow flower (A2) BC. macrophyllum, habit (B1), inflorescence with white flower (B2) CC. zhangjiajieense, habit (C1), inflorescence with white flower (C2).

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figure 2 from: Fu L-F, Liao R, Lan D-Q, Wen F, Liu H (2020) A new species of Chrysosplenium (Saxifragaceae) from Shaanxi, north-western China. PhytoKeys 159: 127-135. https://doi.org/10.3897/phytokeys.159.56109

Figure 2 Chrysosplenium zhouzhiense Hong Liu, sp. nov. A fruiting plant B flowering plant C habitat D leaves of sterile branch E flowers close-up view F capsules G, H seeds, scanning electron micrograph, 110× (G) and 1,100× (H). (Photos by Hong Liu).

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figure 4 from: Fu L-F, Liao R, Lan D-Q, Wen F, Liu H (2020) A new species of Chrysosplenium (Saxifragaceae) from Shaanxi, north-western China. PhytoKeys 159: 127-135. https://doi.org/10.3897/phytokeys.159.56109

Figure 4 Distribution map of Chrysosplenium zhouzhiense (red circle), C. macrophyllum (black triangle) and C. zhangjiajieense (blue star).

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figure 8 from: Jamilah MS, Lee GE, Salam MR, Shahimi S, Pesiu E, Jani JM, Horsali NAI, Shahrudin R, Nor SMM, Chong JL, Mohamad F, Raffi A, Nikong D (2020) A checklist of vascular plants and uses of some species for livelihood-making in Setiu Wetlands, Terengganu, Malaysia. PhytoKeys 160: 7-43. https://doi.org/10.3897/phytokeys.160.52946

Figure 8 Utilisation of Lepironia articulata (A1–3), Pandanus tectorius (B1–3), and Nypa fruticans (C1–3ii) in Setiu Wetlands. From left to right 1 Harvesting 2 Part used 3 Finished products.

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figure 4 from: Jamilah MS, Lee GE, Salam MR, Shahimi S, Pesiu E, Jani JM, Horsali NAI, Shahrudin R, Nor SMM, Chong JL, Mohamad F, Raffi A, Nikong D (2020) A checklist of vascular plants and uses of some species for livelihood-making in Setiu Wetlands, Terengganu, Malaysia. PhytoKeys 160: 7-43. https://doi.org/10.3897/phytokeys.160.52946

Figure 4 A selection of Orchidaceae species from Setiu Wetlands. AAnia penangianaBThrixspermum amplexicauleCPinalia atrovinosaDPapilionanthe hookerianaEPhalaenopsis pulcherrimaFCymbidium finlaysonianumGGrammatophyllum speciosumHStrongyleria panneaICallostylis pulchellaJBromheadia finlaysonianaKVanilla griffithiiLArachnis flos-aerisMDendrobium secundumNBulbophyllum trigonopusODendrolirium lasiopetalum.

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figure 1 from: Jamilah MS, Lee GE, Salam MR, Shahimi S, Pesiu E, Jani JM, Horsali NAI, Shahrudin R, Nor SMM, Chong JL, Mohamad F, Raffi A, Nikong D (2020) A checklist of vascular plants and uses of some species for livelihood-making in Setiu Wetlands, Terengganu, Malaysia. PhytoKeys 160: 7-43. https://doi.org/10.3897/phytokeys.160.52946

Figure 1 The boundaries (red line) of the forest to be gazetted in Setiu Wetlands as state park. Map courtesy of the Terengganu State Parks.

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figure 5 from: Jamilah MS, Lee GE, Salam MR, Shahimi S, Pesiu E, Jani JM, Horsali NAI, Shahrudin R, Nor SMM, Chong JL, Mohamad F, Raffi A, Nikong D (2020) A checklist of vascular plants and uses of some species for livelihood-making in Setiu Wetlands, Terengganu, Malaysia. PhytoKeys 160: 7-43. https://doi.org/10.3897/phytokeys.160.52946

Figure 5 Different plant communities in Setiu Wetlands. A Mangrove plants B Nipa palm (Nypa fruticans) population CCeriops zippelianaDPandanus tectoriusE Ant plant, Hydnophytum formicarum attached to Bruguiera hainesiiFNepenthes ampullariaGHoya coronariaHPloiarium alternifolia.

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figure 1 from: Mesibov R, Rodriguez J (2020) A new genus and species of narrow-range millipede (Diplopoda, Polydesmida, Dalodesmidae) from Tasmania, Australia. ZooKeys 966: 1-8. https://doi.org/10.3897/zookeys.966.56308

Figure 1 AKebodesmus zonarius gen. nov., sp. nov. female (top) and male (bottom) paratypes ex QVMAG QVM:2020:23:0003 after two days in 80% ethanol B mercator projection of Tasmania with K. zonarius gen. nov., sp. nov. localities (red circle marked with arrow) and Paredrodesmus localities with spatial uncertainty ±1 km or less (black squares). Localities for named Paredrodesmus species are from the Atlas of Living Australia (https://www.ala.org.au/) and for undetermined Paredrodesmus (females and juveniles) from the QVMAG collection database.

opencc-by-4.0Sep 2020View details →
zenodo28/100

Supplementary material 1 from: Mesibov R, Rodriguez J (2020) A new genus and species of narrow-range millipede (Diplopoda, Polydesmida, Dalodesmidae) from Tasmania, Australia. ZooKeys 966: 1-8. https://doi.org/10.3897/zookeys.966.56308

Specimen data for Kebodesmus zonarius gen. nov. et sp. nov.

opencc-zeroSep 2020View details →
zenodo28/100

Figure 2 from: Mesibov R, Rodriguez J (2020) A new genus and species of narrow-range millipede (Diplopoda, Polydesmida, Dalodesmidae) from Tasmania, Australia. ZooKeys 966: 1-8. https://doi.org/10.3897/zookeys.966.56308

Figure 2 Kebodesmus zonarius gen. nov., sp. nov. A right posterolateral view of gonopods in situ; ANIC 64:000360 B medial view of left gonopod telopodite; paratype ex QVMAG QVM:2020:23:0003. lb = lateral branch, mba = process "a" of medial branch, mbb = process "b" of medial branch, mbc = process "c" of medial branch, pg = prostatic groove, s = solenomere. Scale bars: 0.25 mm (A, B).

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figures 21-26 from: Podenas S, Podeniene V, Kim T-W, Kim A-Y, Park S-J, Aukštikalnienė R (2020) A new species of Elephantomyia crane fly (Diptera, Limoniidae) from Jeju Island, South Korea. ZooKeys 966: 41-55. https://doi.org/10.3897/zookeys.966.48590

Figures 21-26 Elephantomyia (Elephantomyia). 21E. (E.) carbo, holotype, wing 22E. (E.) palmata, holotype, male genitalia, dorsal view 23E. (E.) tetracantha, holotype, male genitalia, dorsal view 24E. (E.) hokkaidensis, wing 25E. (E.) hokkaidensis, male genitalia, dorsal view 26E. (E.) dietziana, paratype, male genitalia, dorsal view.

opencc-by-4.0Sep 2020View details →
zenodo28/100

Figure 20 from: Podenas S, Podeniene V, Kim T-W, Kim A-Y, Park S-J, Aukštikalnienė R (2020) A new species of Elephantomyia crane fly (Diptera, Limoniidae) from Jeju Island, South Korea. ZooKeys 966: 41-55. https://doi.org/10.3897/zookeys.966.48590

Figure 20 Habitat (type locality) of Elephantomyia (Elephantomyia) hallasana Podenas, Podeniene, sp. nov.

opencc-by-4.0Sep 2020View details →

ScienceDex guides

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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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