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zenodo40/100

Two fish in a pod. Data from a self-sampling pilot program to separate between black hake species in W-Africa

<p>Data from self-sampling pilot trial in Senegal and Mauritanian waters where two species of black hake were separated manually onboard fishing vessels and the results then validated by genetic analysis.&nbsp;</p>

opencc-by-4.0Mar 2022View details →
dryad40/100

Taxonomic studies on Malagasy Dalbergia (Fabaceae). III. Two new species from Southeastern Madagascar and an emended description of the rosewood species D. maritima

<p>The Malagasy rosewood species <em>Dalbergia maritima</em> has a long history of unsustainable exploitation for its beautiful, burgundy-colored heartwood. As currently circumscribed, <em>D. maritima</em> has a wide geographic distribution in eastern Madagascar and exhibits significant morphological, ecological, and genetic variation, suggesting it may comprise more than a single entity. Multivariate analyses of leaf, flower, and inflorescence characters as well as eco-geographic features reveal several morphologically well delimited entities with distinct habitat preferences and/or geographic ranges, which are consistent with results from recent phylogenomic and population genomic studies of Malagasy <em>Dalbergia</em>. Based on these findings, we describe and illustrate two new species from southeastern Madagascar comprising material previously assigned to <em>D. maritima</em>, viz. <strong><em>D. pseudomaritima</em></strong>, characterized by paniculate inflorescences and small, broadly elliptic to orbicular, glabrous leaflets, and <strong><em>D. razakamalalae</em></strong>, distinguished by racemose inflorescences with large flowers, and narrowly ovate to narrowly elliptic, glabrous leaflets. <em>Dalbergia maritima</em> is consequently re-circumscribed to include only populations from east-central Madagascar, within which we recognize two subspecies, <em>D. maritima</em> subsp. <em>maritima</em>, with glabrous leaves, inflorescence axes, and gynoecia, occurring in littoral forest habitats, and <strong><em>D. maritima</em> subsp. <em>pubescens</em></strong>, with indument on these structures, and growing in evergreen humid forest farther inland. Photos are provided for each taxon, along with line drawings for the two new species. Provisional IUCN Red List assessments indicate that all three species are Endangered, <em>D. maritima</em> and <em>D. razakamalalae</em> mainly because of selective logging for trade in their high-quality heartwood, and <em>D. pseudomaritima</em> primarily because of habitat degradation due to land clearing and fire for subsistence agriculture, which has important implications for their conservation and sustainable management.</p>

opencc-zeroMar 2022View details →
zenodo40/100

Datasets for Dynamical Habitability of an Earthlike Planet with Two Giant Companions

<p>Two tables are included in this dataset:</p> <ul> <li>&quot;Stability Results&quot; table has the predicted stability outcomes for 80 Earthlike planets for a grid of parameters associated with two giant companions.</li> <li>&quot;Relative Habitablity&quot; has the calculated relative habitability for each configuration of giant planets.&nbsp;The relative habitability quantifies the predicted habitability for an Earthlike planet in a system with two giant planets compared to a system where the Earthlike planet is the only planet.</li> </ul> <p>See the accompanying readme files for more details on the columns of each table and the paper Bailey &amp; Fabrycky 2022 for more information on how these datasets were created.</p>

opencc-by-4.0Mar 2022View details →
zenodo40/100

Fig. 6. Lasianthus caeruleus Pitard. A. Flowering branchs. B. Stipule. C. Abaxial leaf surfaces. D–E in Two new species of Lasianthus Jack (Rubiaceae) from southern Vietnam

Fig. 6. Lasianthus caeruleus Pitard. A. Flowering branchs. B. Stipule. C. Abaxial leaf surfaces. D–E. Close-up of calyces, flower buds and young fruits. F. Close-up of inflorescences and flowers. Photos by Van-Son Dang on 26 Jul. 2019.

opencc-by-4.0Mar 2022View details →
zenodo40/100

Fig. 5. Lasianthus sonlangensis V.S in Two new species of Lasianthus Jack (Rubiaceae) from southern Vietnam

Fig. 5. Lasianthus sonlangensis V.S.Dang, Vuong &amp; Quan sp. nov. A. Branch. B. Abaxial and adaxial leafs surfaces. C. Stipule and flower bud. D. Infructescence. E. Flower view from above. F. Flower in side view. G. Flower in vertical section. H. Stigma. I. Stigma apical portion. Line drawings from the holotype (Dang 465) by Ba-Vuong Truong.

opencc-by-4.0Mar 2022View details →
zenodo40/100

Fig. 4. Lasianthus sonlangensis V.S in Two new species of Lasianthus Jack (Rubiaceae) from southern Vietnam

Fig. 4. Lasianthus sonlangensis V.S.Dang, Vuong &amp; Quan sp. nov. A. Branch. B. Stipule and flower bud. C. Abaxial leafs surfaces. D–F. Close-up of infructescence. G–J. Close-up of flowers. Photos by Ba-Vuong Truong on 24 Apr. 2021.

opencc-by-4.0Mar 2022View details →
zenodo40/100

Fig. 2. Lasianthus naikii V.S in Two new species of Lasianthus Jack (Rubiaceae) from southern Vietnam

Fig. 2. Lasianthus naikii V.S.Dang &amp; Vuong sp. nov. A. Branch. B. Abaxial leaf surfaces. C. Stipule. D. Close-up of flower. E. Fruit. Line drawings from the holotype (Dang 453) by Ba-Vuong Truong.

opencc-by-4.0Mar 2022View details →
zenodo40/100

Fig. 3. Lasianthus formosensis Matsumura. A. Fruiting branch. B. Stipule. C. Abaxial leaf surfaces. D in Two new species of Lasianthus Jack (Rubiaceae) from southern Vietnam

Fig. 3. Lasianthus formosensis Matsumura. A. Fruiting branch. B. Stipule. C. Abaxial leaf surfaces. D. Close-up of inflorescences and flowers. E. Fruits. Photos by Van-Son Dang on 17 Nov. 2018.

opencc-by-4.0Mar 2022View details →
zenodo40/100

Fig. 1. Lasianthus naikii V.S in Two new species of Lasianthus Jack (Rubiaceae) from southern Vietnam

Fig. 1. Lasianthus naikii V.S.Dang &amp; Vuong sp. nov. A. Branch. B. Stipule. C. Abaxial leaf surfaces. D. Calyces. E–F. Close-up of flowers. G–H. Mature fruits. I. Seeds. Photos by Van-Son Dang on 22 Apr. 2021.

opencc-by-4.0Mar 2022View details →
zenodo40/100

Figure 3 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 3 Dorsal and ventral photos of glassfrogs in life. (A) Male of Hyalinobatrachium mashpi sp. nov., CJ11642 (holotype). (B) Gravid female of H. mashpi sp. nov., Mashpi Reserve, Ecuador. (C) Male of H. nouns sp. nov., ZSFQ0537. (D) Male of H. nouns sp. nov., MZUTI3299 (holotype). (E) Male of H. aureoguttatum, Ecuador. (F) Gravid female of H. aureoguttatum, Ecuador. Photos by Jaime Culebras (A, B, D, E, F) and Ross Maynard (C). Full-size DOI: 10.7717/peerj.13109/fig-3

opencc-by-4.0Mar 2022View details →
zenodo40/100

Figure 7 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 7 Discriminant analysis of principal components (DAPC) of glassfrog species' calls. Variables analyzed include: peak frequency, maximum frequency, minimum frequency, call duration, and inter-call duration. Sample size as follows: H. adespinosai one individual, 10 calls; H. aureoguttatum six individuals, 24 calls; H. mashpi sp. nov. two individuals, 12 calls; H. pellucidum one individual, 41 calls; H. tatayoi four individuals, 26 calls; H. valerioi three individuals, 70 calls. Full-size DOI: 10.7717/peerj.13109/fig-7

opencc-by-4.0Mar 2022View details →
zenodo40/100

Figure 10 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 10 Distribution of Hyalinobatrachium mashpi sp. nov. and H. nouns sp. nov. in Ecuador. Note that localities of the two new taxa are separated by the Intag-Guayllabamba valley. Full-size DOI: 10.7717/peerj.13109/fig-10

opencc-by-4.0Mar 2022View details →
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Figure 2 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 2 Phylogenetic position of Hyalinobatrachium mashpi sp. nov. and H. nouns sp. nov. Phy- logenetic relationships of Hyalinobatrachium inferred from the 16S mitochondrial gene under ML cri- terion. All sequences were downloaded from GenBank, except those in red (Material S2). Genbank codes are listed next to each terminal. Associated locality data is available at Genbank, as well as in Guayasamin et al. (2008, 2020), Castroviejo-Fisher et al. (2014), and Twomey, Delia &amp; Castroviejo-Fisher (2014). Full-size DOI: 10.7717/peerj.13109/fig-2

opencc-by-4.0Mar 2022View details →
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Figure 6 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 6 Visual representation of Hyalinobatrachium mashpi sp. nov. advertisement call, with comparisons of two similar species, H. aureoguttatum and H. valerioi. The call of each species is depicted in three forms: (Top) oscillograms, waveforms representing amplitude changes over time; (Middle) spectrograms, plots of frequency over time, with higher amplitudes represented by brighter colors; and (Bottom) power spectra, representing the relative amplitude of each frequency. Full-size DOI: 10.7717/peerj.13109/fig-6

opencc-by-4.0Mar 2022View details →
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Figure 9 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 9 Habitat of Hyalinobatrachium mashpi sp. nov. (A) Tributary of the Mashpi River, Tayra Reserve, Pichincha Province, Ecuador. (B) Mashpi Reserve, Pichincha Province, Ecuador. (C) Tayra Reserve, Pichincha Province, Ecuador. (D) Habitat loss in the vicinity of Tayra Reserve, Pichincha Province, Ecuador. Photos by Jaime Culebras. Full-size DOI: 10.7717/peerj.13109/fig-9

opencc-by-4.0Mar 2022View details →
zenodo40/100

Figure 1 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 1 Morphological measurements as obtained in this study. Measurements are described in the text. SVL, Snout–vent length; HW, Head width; IOD, Interorbital distance. Ilustrations by Valentina Nieto Fernández. Full-size DOI: 10.7717/peerj.13109/fig-1

opencc-by-4.0Mar 2022View details →
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Figure 5 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 5 Dorsal patterns of glassfrogs in life. (A) Hyalinobatrachium mashpi sp. nov., CJ11642 (holotype). (B) H. nouns sp. nov., ZSFQ0537. (C) H. aureoguttatum, SC 435. (D) H. talamancae, Costa Rica. (E) H. vireovittatum, Costa Rica. (F) H. valerioi, Costa Rica.Photos by Jaime Culebras (A, D, E, F), Jose Vieira (B) and Luis Coloma (C). Full-size DOI: 10.7717/peerj.13109/fig-5

opencc-by-4.0Mar 2022View details →
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Figure 8 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 8 Parental care in Hyalinobatrachium mashpi sp. nov. (A) Male calling at San Vicente River, Mashpi Reserve, Pichincha Province, Ecuador. (B) Male at tributary of the Mashpi River, Tayra Reserve, Pichincha Province, Ecuador. Photos by Carlos Morochz (A) and Jaime Culebras (B). Full-size DOI: 10.7717/peerj.13109/fig-8

opencc-by-4.0Mar 2022View details →
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Figure 11 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 11 Habitat of Hyalinobatrachium nouns sp. nov. (A) Tributary of the Manduriacu River, Río Manduriacu Reserve, Imbabura Province, Ecuador. (B) Tributary of the Manduriacu River, Río Manduriacu Reserve, Imbabura Province, Ecuador. (C) Río Manduriacu Reserve, Imbabura Province, Ecuador. (D) Habitat loss in the vicinity of Los Cedros Reserve, Imbabura Province, Ecuador. Photos by Jaime Culebras. Full-size DOI: 10.7717/peerj.13109/fig-11

opencc-by-4.0Mar 2022View details →
zenodo40/100

Figure 4 in Two new glassfrogs (Centrolenidae: Hyalinobatrachium) from Ecuador, with comments on the endangered biodiversity of the Andes

Figure 4 Dorsal and ventral photos of glassfrogs in life. (A, B) Male of Hyalinobatrachium vireovittatum, Costa Rica. (C, D) Male of H. talamancae, Costa Rica. (E, F) Male of H. valerioi, Costa Rica. Photos by Jaime Culebras (A, C, D, E, F) and Josué Alberto Vargas (B). Full-size DOI: 10.7717/peerj.13109/fig-4

opencc-by-4.0Mar 2022View 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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