Skip to main content
Powered by ShareScore

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.

1,138

datasets available to search

ShareScore release 0.7.1

Reset

Dataset results

1,138 results for “cryptic diversity”

Learn how ShareScore rates datasets ↗
zenodo36/100

Appendix 3 in Morphometry and DNA barcoding reveal cryptic diversity in the genus Enteromius (Cypriniformes: Cyprinidae) from the Congo basin, Africa

Appendix 3. PC loadings of the PCA in Fig. 4. Most important loadings indicated in bold.

opencc-by-3.0Apr 2017View details →
dryad36/100

Data from: Embracing discordance: phylogenomic analyses provide evidence for allopolyploidy leading to cryptic diversity in a Mediterranean Campanula (Campanulaceae) clade

The Mediterranean Basin harbors a remarkable amount of biodiversity, a high proportion of which is endemic to this region. Here, we present an in-depth study of an angiosperm species complex, in which cryptic taxonomic diversity has been hypothesized. Specifically, we focus on four currently recognized species in the Roucela complex, a well-supported clade in the Campanulaceae/Campanuloideae: Campanula creutzburgii, C. drabifolia, C. erinus, and C. simulans. This study takes a phylogenomic approach, utilizing near-complete plastomes and 130 nuclear loci, to uncover cryptic diversity and test hypotheses regarding hybridization and polyploidy within this clade. Genome size estimates recovered tetraploid and octoploid lineages within the currently recognized, widespread species C. erinus, showing an east-west geographic pattern. Though genomic data clearly differentiate these two cytotypes, we failed to discern morphological differences. The formation of a cryptic octoploid lineage, distributed across the eastern Mediterranean, is hypothesized to be the result of an allopolyploid event in which one parental morphology is retained. The tetraploid C. erinus and C. creutzburgii (also a tetraploid) are implicated as parental lineages. Our results highlight the utility of target-enrichment approaches for obtaining genomic datasets for thorough assessments of species diversity and the importance of carefully considering gene-tree discordance within such datasets.

opencc-zeroDec 2016View details →
dryad36/100

Data from: Cryptic diversity in the Mexican highlands: thousands of UCE loci help illuminate phylogenetic relationships, species limits and divergence times of montane rattlesnakes (Viperidae: Crotalus)

With the continued adoption of genome-scale data in evolutionary biology comes the challenge of adequately harnessing the information to make accurate phylogenetic inferences. Coalescent-based methods of species tree inference have become common, and concatenation has been shown in simulation to perform well, particularly when levels of incomplete lineage sorting are low. However, simulation conditions are often overly simplistic, leaving empiricists with uncertainty regarding analytical tools. We use a large ultraconserved element (UCE) data set (>3000 loci) from rattlesnakes of the Crotalus triseriatus group to delimit lineages and estimate species trees using concatenation and several coalescent-based methods. Unpartitioned and partitioned maximum-likelihood and Bayesian analysis of the concatenated matrix yield a topology identical to coalescent analysis of a subset of the data in bpp. ASTRAL analysis on a subset of the more variable loci also result in a tree consistent with concatenation and bpp, whereas the SVDquartets phylogeny differs at additional nodes. The size of the concatenated matrix has a strong effect on species-tree inference using SVDquartets, warranting additional investigation on optimal data characteristics for this method. Species-delimitation analyses suggest up to 16 unique lineages may be present within the C. triseriatus group, with divergences occurring during the Neogene and Quaternary. Network analyses suggest hybridization within the group is relatively rare. Altogether, our results reaffirm the Mexican highlands as a biodiversity hotspot and suggest that coalescent-based species-tree inference on data subsets can provide a strongly supported species tree consistent with concatenation of all loci with a large amount of missing data.

opencc-zeroDec 2017View details →
dryad36/100

Data from: A worldwide molecular phylogeny provides new insight on cryptic diversity within the moonworts (Botrychium s. s., Ophioglossaceae)

The moonwort genus, Botrychium s. s., includes diploid and polyploid taxa that occur primarily in the northern hemisphere. Their evolutionary history, morphologically cryptic taxa and deep divergence of the family in the phylogeny of ferns has long fascinated pteridologists. Previous molecular studies did not include a complete taxonomic sampling of the taxa in the genus, nor multiple specimens from throughout the known geographical range of each taxon. Therefore, to investigate evolutionary relationships of the major clades of Botrychium s. s., we increased both taxonomic representativeness (multiple accessions per taxa), as well as phylogenetic resolution by including additional new chloroplast markers. To confirm identification and provide evidence from both maternal and paternal parentage of allopolyploids, we also included specimens that have been characterized by allozyme profiles determined by electrophoretic analysis of 20 nuclear enzyme loci for each taxon. We analyzed four chloroplast regions (matK intron, trnHGUG —psbA, andtrnLUAA —trnFGAA intergenic spacers, and rpL16 intron region) of 365 specimens fromAsia, Europe, North America, Oceania, and South America, sampling the geographical range of 34 of 35 accepted Botrychium s. s. taxa and thirteen putatively new taxa. We conducted a phylogenetic analysis of maternal lineages based on 2,385 aligned nucleotides using maximum likelihood and Bayesian inference to explore genetic diversity and phylogenetic relationships among taxa. We found strong support for themonophyly of three major clades: Lanceolatum, Lunaria, and Simplex-Campestre, and resolved 15 subclades. Our results suggest multiple origins for at least four polyploid taxa (B. boreale, B. michiganense, B. yaaxudakeit, and B. watertonense). The Simplex-Campestre clade had the largest number of species, despite having a similar total number of haplotypes as the Lunaria clade (62 and 59, respectively), which has the broadest worldwide distribution. In total, our new molecular phylogeny comprises 47 taxa, of which thirteen are discussed for possible taxonomic recognition.

opencc-zeroDec 2017View details →
dryad36/100

Data from: Cryptic diversity of cellulose-degrading gut bacteria in industrialized humans

<p>Humans, like all mammals, depend on the gut microbiome for digestion of cellulose, the main component of plant fiber, but evidence for cellulose fermentation in the human gut is scarce. We have identified ruminococcal species in the gut microbiota of human populations that assemble functional multi-enzymatic cellulosome systems capable of degrading plant cell wall polysaccharides. One of these species, which is strongly associated with humans, likely originated in the ruminant gut and was subsequently transferred to the human gut potentially during domestication, where it underwent diversification and diet-related adaptation through the acquisition of genes from other gut microbes. Collectively, these species are abundant and widespread among ancient humans, hunter-gatherers, and rural populations, but are extremely rare in populations from industrialized societies, suggesting potential disappearance in response to the westernized lifestyle.</p>

opencc-zeroFeb 2024View details →
zenodo36/100

Specimens from Brand et al. 2021, "Large-scale phylogenomics of the genus Macrostomum (Platyhelminthes) reveals cryptic diversity and novel sexual traits"

<p>The deposited folders contain image and video material of free-living flatworm&nbsp;specimens that were&nbsp;documented&nbsp;in vivo. These data&nbsp;support&nbsp;the following publication:</p> <p>Jeremias N. Brand, Gudrun Viktorin, R. Axel W. Wiberg, Christian Beisel, Lukas Sch&auml;rer.<br> Large-scale phylogenomics of the genus<em> Macrostomum</em> (Platyhelminthes) reveals cryptic diversity and novel sexual traits.<br> Molecular Phylogenetics and Evolution. Volume 166. 2022. <a href="https://doi.org/10.1016/j.ympev.2021.107296">https://doi.org/10.1016/j.ympev.2021.107296</a></p> <p>For more information about these specimens see also&nbsp;http://macrostomorpha.info.</p>

opencc-by-4.0Feb 2021View details →
dryad36/100

The generality of cryptic dietary niche differences in diverse large-herbivore assemblages

<p>Ecological niche differences are necessary for stable species coexistence but are often difficult to discern. Models of dietary niche differentiation in large mammalian herbivores invoke the quality, quantity, and spatiotemporal distribution of plant tissues and growth-forms but are agnostic towards food-plant species identity. Empirical support for these models is variable, suggesting that additional mechanisms of resource partitioning may be important in sustaining large-herbivore diversity in African savannas. We used DNA metabarcoding to conduct a taxonomically explicit analysis of large-herbivore diets across southeastern Africa, analyzing ~4,000 fecal samples of 30 species from 10 sites in 7 countries over 6 years. We detected 893 food-plant taxa from 124 families, but just two families—grasses and legumes—accounted for the majority of herbivore diets. Nonetheless, herbivore species almost invariably partitioned food-plant taxa; diet composition differed significantly in 97% of pairwise comparisons between sympatric species, and dissimilarity was pronounced even between the strictest grazers (grass eaters), strictest browsers (non-grass eaters), and closest relatives at each site. Niche differentiation was weakest in an ecosystem recovering from catastrophic defaunation, indicating that food-plant partitioning is driven by species interactions, and stronger at low rainfall, as expected if interspecific competition is a predominant driver. Diets differed more between browsers than grazers, which predictably shaped community organization: grazer-dominated trophic networks had higher nestedness and lower modularity. That dietary differentiation is structured along taxonomic lines complements prior work on how herbivores partition plant parts and patches and suggests that common mechanisms govern herbivore coexistence and community assembly in savannas.</p>

opencc-zeroAug 2022View details →
dryad36/100

Ecological divergence despite common mating sites: Genotypes and symbiotypes shed light on cryptic diversity in the black bean aphid species complex

<p>Different host plants represent ecologically dissimilar environments for phytophagous insects. The resulting divergent selection can promote the evolution of specialized host races, provided that gene flow is reduced between populations feeding on different plants. In black bean aphids belonging to the <em>Aphis fabae </em>complex, several morphologically cryptic taxa have been described based on their distinct host plant preferences. However, host choice and mate choice are largely decoupled in these insects: they are host-alternating and migrate between specific summer host plants and shared winter hosts, with mating occurring on the shared hosts. This provides a yearly opportunity for gene flow among aphids using different summer hosts, and raises the question if and to what extent the ecologically defined taxa are reproductively isolated. Here, we analyzed a geographically and temporally structured dataset of microsatellite genotypes from <em>A. fabae </em>that were mostly collected from their main winter host <em>Euonymus europaeus,</em> and additionally from another winter host and fourteen summer hosts. The data reveals multiple, strongly differentiated genetic clusters, which differ in their association with different summer and winter hosts. The clusters also differ in the frequency of infection with two heritable, facultative endosymbionts, separately hinting at reproductive isolation and divergent ecological selection. Furthermore, we found evidence for occasional hybridization among genetic clusters, with putative hybrids collected more frequently in spring than in autumn. This suggests that similar to host races in other phytophagous insects, both prezygotic and postzygotic barriers including selection against hybrids maintain genetic differentiation among <em>A. fabae </em>taxa, despite a common mating habitat.</p>

opencc-zeroApr 2024View details →
zenodo36/100

Aligned DNA sequence matrix for phylogenetic analyses in the article "Systematics of Huicundomantis, a new subgenus of Pristimantis (Anura, Strabomantidae) with extraordinary cryptic diversity and eleven new species"

<p>Aligned DNA sequence matrix for phylogenetic analyses of the article &quot;Systematics of Huicundomantis, a new subgenus of Pristimantis (Anura, Strabomantidae) with extraordinary cryptic diversity and eleven new species&quot;</p> <p>The matrix is in NEXUS format. Genes are arranged as follows:</p> <p>16S RNA, tRNA-Leu = &nbsp;1&ndash;1408<br> ND1&nbsp;codon position 1 = &nbsp;1409&ndash;2369\3;<br> ND1&nbsp;codon position 2 = &nbsp;1410&ndash;2367\3;<br> ND1&nbsp;codon position 3 = &nbsp;1411&ndash;2368\3;<br> tRNA-Ile, tRNA-Gln, rRNA-Met&nbsp;= 2370&ndash;2544;&nbsp;&nbsp; &nbsp;<br> RAG1&nbsp;codon position 3 = &nbsp;2545&ndash;3199\3;<br> RAG1&nbsp;codon position 1&nbsp;= &nbsp;2546&ndash;3197\3<br> RAG1&nbsp;codon position 2&nbsp;= 2547&ndash;3198\3;</p>

opencc-by-4.0Dec 2018View details →
zenodo36/100

Bayesian consensus phylogram from the article "Systematics of Huicundomantis, a new subgenus of Pristimantis (Anura, Strabomantidae) with extraordinary cryptic diversity and eleven new species"

<p>Bayesian consensus phylogram depicting relationships within <em>Pristimantis</em>&nbsp;(<em>Huicundomantis</em>). Museum catalog numbers are shown before the species name. Posterior probabilities resulting from Bayesian Markov chain Monte Carlo searches appear next to the branches.</p>

opencc-by-4.0Dec 2018View details →
zenodo36/100

Fig. 6 in Evidence for cryptic diversity in the Neotropical water snake, Helicops angulatus (Linnaeus, 1758) (Dipsadidae, Hydropsini), with comments on its ecology, facultative reproductive mode, and conservation

Fig. 6. The lectotype of Natrix asper Wagler. Photos by Michael Franzen.

opencc-by-4.0Oct 2020View details →
zenodo36/100

Fig. 7 in Evidence for cryptic diversity in the Neotropical water snake, Helicops angulatus (Linnaeus, 1758) (Dipsadidae, Hydropsini), with comments on its ecology, facultative reproductive mode, and conservation

Fig. 7. The holotype of Helicops fumigatus Cope, 1868. Photo by Ned Gilmore.

opencc-by-4.0Oct 2020View details →
zenodo36/100

Fig. 4. NRM 17 in Evidence for cryptic diversity in the Neotropical water snake, Helicops angulatus (Linnaeus, 1758) (Dipsadidae, Hydropsini), with comments on its ecology, facultative reproductive mode, and conservation

Fig. 4. NRM 17, the holotype for Helicops angulatus. Photo courtesy of NRM.

opencc-by-4.0Oct 2020View details →
zenodo36/100

Cryptic diversity patterns of subterranean estuaries

<p>Data and results used in the analyses for the article:</p> <p>Calder&oacute;n-Guti&eacute;rrez F, Labont&eacute; JM, Gonzalez B, Iliffe TM, Mej&iacute;a‐Ort&iacute;z LM, Borda E. 2024. Cryptic diversity patterns of subterranean estuaries. Proceedings of the Royal Society B: Biological Sciences. (doi: 10.1098/rspb.2024.1483)</p>

opencc-by-4.0Sep 2024View details →
dryad36/100

Development of tools to rapidly identify cryptic species and characterize their genetic diversity in different European kelp species

<p>Marine ecosystems formed by kelp forests are severely threatened by global change and local coastline disturbances in many regions. In order to take appropriate conservation, mitigation and restoration actions, it is crucial to identify the most diverse populations which could serve as a "reservoir" of genetic diversity. This requires the development of specific tools, such as microsatellite markers to investigate the level and spatial distribution of genetic diversity.  Here, we tested new polymorphic microsatellite loci from the genome of the kelp, <i>Lamina</i><i>ria digitata,</i> and tested them for cross-amplification and polymorphism in four closely related congeneric species (<i>Laminaria hyperborea, Laminaria ochroleuca, Laminaria rodriguezii and Laminaria pallida</i>). Adding these 20 new microsatellite loci to the ten <i>L. digitata</i> loci previously developed by Billot et al. (1998) and Brenan et al. (2014) and to the ten <i>L. ochroleuca</i> loci previously developed by Coelho et al. (2014), we retained a total of 30 polymorphic loci for <i>L. digitata</i>, 19 for <i>L. hyperborea</i>, 16 for <i>L ochroleuca</i>, 19 for<i> L. rodriguezii</i> and 12 for<i> L. pallida</i>. These markers have been tested for the first time in the last two species. As predicted, the proportion of markers that cross-amplified between species decreased with increasing genetic distance. In addition, as problems of species identification were reported in this genus, mainly between <i>L. digitata </i>and <i>Hedophyllum nigripes</i>,<i> </i>but also between <i>L. digitata, L. hyperborea </i>and<i> L. ochroleuca </i>in areas where their range distributions overlap, we report a rapid PCR identification method based on species-specific cox1 mitochondrial primers that allows these four species of kelp to be rapidly distinguished.</p>

opencc-zeroJun 2021View details →
zenodo36/100

Figure 4 in High molecular and phenotypic diversity in the Merodon avidus complex (Diptera, Syrphidae): cryptic speciation in a diverse insect taxon

Figure 4. Wing centroid size in male and female Merodon avidus A and M. avidus B.

opencc-by-4.0Apr 2009View details →
zenodo36/100

Figure 2 in High molecular and phenotypic diversity in the Merodon avidus complex (Diptera, Syrphidae): cryptic speciation in a diverse insect taxon

Figure 2. Positions of the wing landmarks used in the geometric morphometric analyses.

opencc-by-4.0Apr 2009View details →
dryad36/100

Strong population genetic structure and cryptic diversity in the Florida bonneted bat (Eumops floridanus)

<p>Knowledge of genetic structure is essential for the long-term management and conservation of endangered species. We report the results from a genetic examination of the federally endangered Florida bonneted bat (<i>Eumops floridanus</i>) sampled from its range in southern Florida, USA. Bonneted bats are primarily found in four regions separated by approximately 100 to 250 kms, including three western natural areas (BW, PC, and CC) and one urban population on the east coast [Miami-Dade County (MD)]. We used 22 microsatellite loci and cytochrome <i>b</i> sequences to assess the extent of connectivity and levels of genetic diversity. Regional populations were highly differentiated (<i>F</i><sub>ST</sub> = 0.178) and model-based and multivariate analyses showed that MD was the most distinct among pairwise comparisons. Regional populations are small (i.e., <i>N<sub>e</sub></i><sub> </sub>&lt; 100) but demographically stable. Estimates of contemporary migration and historic gene flow suggest that regional populations do not frequently exchange migrants, but simulations suggest that the divergence among western regions is likely a result of recent genetic drift rather than long-term isolation. Significantly, mitochondrial DNA revealed that haplotypes from MD were similar or shared with those recognized as <i>Eumops ferox</i> from Cuba and Jamaica, and divergent (1.5%) from the remainder of bonneted bats in Florida. Our data support the management of each of the four populations as distinct population segments, and that BW, PC and CC combined are on an independent evolutionary trajectory from bats in MD. Critically, bonneted bats in Florida appear to harbor cryptic diversity that will require a reassessment of their taxonomy.</p>

opencc-zeroOct 2021View details →
dryad36/100

Response diversity in corals: hidden differences in bleaching mortality among cryptic Pocillopora species

Variation among functionally similar species in their response to environmental stress buffers ecosystems from changing states. Functionally similar species may often be cryptic species representing evolutionarily distinct genetic lineages that are morphologically indistinguishable. However, the extent to which cryptic species differ in their response to stress, and could therefore provide a source of response diversity, remains unclear because they are often not identified or are assumed to be ecologically equivalent. Here, we uncover differences in the bleaching response between sympatric cryptic species of the common Indo-Pacific coral, Pocillopora. In April 2019, prolonged ocean heating occurred at Moorea, French Polynesia. 72% of pocilloporid colonies bleached after 22 days of severe heating (&gt;8°C-days) at 10 m depth on the north shore fore reef. Colony mortality ranged from 11% to 42% around the island four months after heating subsided. The majority (86%) of pocilloporids that died from bleaching belonged to a single haplotype, despite twelve haplotypes, representing at least five species, being sampled. Mitochondrial (open reading frame) sequence variation was greater between the haplotypes that experienced mortality versus haplotypes that all survived than it was between nominal species that all survived. Colonies &gt;30 cm in diameter were identified as the haplotype experiencing the most mortality, and in 1125 colonies that were not genetically identified, bleaching and mortality increased with colony size. Mortality did not increase with colony size within the haplotype suffering the highest mortality, suggesting that size-dependent bleaching and mortality at the genus level was caused instead by differences among cryptic species. The relative abundance of haplotypes shifted between February and August, driven by declines in the same common haplotype for which mortality was estimated directly, at sites where heat accumulation was greatest, and where larger colony sizes occurred. The identification of morphologically indistinguishable species that differ in their response to thermal stress, but share a similar ecological function in terms of maintaining a coral-dominated state, has important consequences for uncovering response diversity that drives resilience, especially in systems with low or declining functional diversity.

opencc-zeroOct 2021View details →
dryad36/100

Unraveling the myotis norass: Ultraconserved-element analysis reveals introgression, cryptic diversity, and taxonomic trouble

<p>Using sequences from 2615 UCE loci and multiple methodologies we inferred phylogenies for the largest genetic dataset of New World Myotis to date. The resulting phylogenetic trees were populated with short branch lengths and widespread conflict, hallmarks consistent with rapid adaptive radiations. The degree of conflict observed in Myotis has likely contributed to difficulties disentangling deeper evolutionary relationships. Unlike earlier phylogenies based on 1-2 gene sequences, this UCE dataset places M. brandtii outside the New World clades. Introgression testing of a small subset of our samples revealed evidence of historical but not contemporary gene flow, suggesting that hybridization occurs less frequently in the Neotropics than in the Nearctic. We identified several instances of cryptic lineages within described species as well as several instances of potential taxonomic over-splitting. Evidence from Central and South American localities suggests that diversity in those regions is not fully characterized. In light of the accumulated evidence of the evolutionary complexity in Myotis and our survey of the taxonomic implications from our phylogenies it is apparent that the definition of species and regime of species delimitation need to be re-evaluated for Myotis. This will require substantial collaboration and sample sharing between geneticists and taxonomists to build a system that is both robust and applicable in a genus as diverse as Myotis.</p>

opencc-zeroNov 2022View details →

ScienceDex guides

Understand access before you commit

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

Compare curated 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.

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