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.

690

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

690 results for “Geometric Morphometrics”

Learn how ShareScore rates datasets ↗
zenodo40/100

Fig. 5 in A geometric morphometric study of the wing shapes of Pieris rapae (Lepidoptera: Pieridae) from the Qinling Mountains and adjacent regions: An environmental and distance-based consideration

Fig. 5. Hind wing shape variation (CV1: 50.41%; CV2: 15.49%). The colored circles in the image above represent the average discrete point center of populations; the number is the population ID. Thin-plate spline analysis results are shown by colored grid, which represents wing shape deformation. The numbers on the grid are landmarks of wings. Blue color denotes contraction between landmarks, and red color indicates expansion between landmarks. The North group and South group correspond to the boundary of Qinling Mountains as the boundary between northern and southern China.

opencc-by-4.0Mar 2015View details →
zenodo40/100

Fig. 4 in A geometric morphometric study of the wing shapes of Pieris rapae (Lepidoptera: Pieridae) from the Qinling Mountains and adjacent regions: An environmental and distance-based consideration

Fig. 4. Forewing shape variation (CV1: 46.68%; CV2: 14.88%). The colored circles in the image above represent the average discrete point centers of populations; the number is the population ID. Thin-plate spline analysis results are shown by colored grid, which represents wing shape deformation. The numbers on the grid are landmarks of wings. Blue colored notes contraction between landmarks, and red color indicates expansion between landmarks. The North group and South group correspond to the boundary of Qinling Mountains as the boundary between northern and southern China.

opencc-by-4.0Mar 2015View details →
zenodo40/100

Fig. 1 in A geometric morphometric study of the wing shapes of Pieris rapae (Lepidoptera: Pieridae) from the Qinling Mountains and adjacent regions: An environmental and distance-based consideration

Fig. 1. Distribution map of the P. rapae populations studied and the integrated physical regionalization (diverse environments) in the Qinling Mountains and adjacent regions. Note: The numbers represent the IDs of the populations; the circles and groups represent the populations divided by the cluster analysis from Fig. 6.

opencc-by-4.0Mar 2015View details →
zenodo40/100

Fig. 3 in A geometric morphometric study of the wing shapes of Pieris rapae (Lepidoptera: Pieridae) from the Qinling Mountains and adjacent regions: An environmental and distance-based consideration

Fig. 3. Boxplot of P. rapae centroid size (CS) with the mean, standard error, and standard deviation illustrating variations in wing size across geographical populations.

opencc-by-4.0Mar 2015View details →
zenodo40/100

Fig. 6 in A geometric morphometric study of the wing shapes of Pieris rapae (Lepidoptera: Pieridae) from the Qinling Mountains and adjacent regions: An environmental and distance-based consideration

Fig. 6. UPGMA tree of P. rapae forewing and hind wing among different populations, based on Euclidian distances between mean wing shapes. The cluster numbers are population IDs (see Table 1).The groups are divided by Euclidian distances, i.e., the forewing divided by a linkage distance at 0.0027 and the hind wing by a linkage distance at 0.0038.

opencc-by-4.0Mar 2015View details →
zenodo40/100

Fig. 13 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 13. Phylogenetic analysis based on genetic sequence derived from cytochrome oxidase I (COI) gene of Donax spp. and other related species using the maximum likelihood (ML) method. The bootstrap values were calculated with 1000 replicates.

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

Fig. 11 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 11. Frequency distribution of Discriminant analysis of two overlapping populations, Donax (Deltachion) bruneirufi (grey) and D. (Deltachion) spinosus (white).

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

Fig. 12 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 12. Outline overlain, size-normalized average outline of each two species in discriminant analysis; Donax (Latona) solidus (white) and D. (Latona) cuneatus (grey) (A); D. (Latona) solidus (white) and D. (Latona) faba (grey area) (B); D. (Latona) cuneatus (white area) and Donax (Latona) faba (grey area) (C); D. (Deltachion) bruneirufi (white) and D. (Deltachion) spinosus (grey) (D). Arrows highlight distinct position from overlain shape of white area species extend from grey area species.

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

Fig. 14 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 14. The haplotype network analysis of six species based on COI sequences were constructed in shell morphology picture. Scale in 1 to 10 samples of available localities. The nucleotide diversity was calculated at 0.117006 and Number of segregating sites at 215. Number in parenthesis represents nucleotide substitution difference (A); Colour illustrations of collected Thai Donax species for molecular analysis of cytochrome c oxidase subunit I. Scale bar: B = 1 cm.

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

Fig. 10 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 10. CVA of EFA coefficients and mean shape outline from three overlapping species of subgenus Deltachion, small size group. Within each species, the specimen is enclosed by a convex hull polygon.

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

Fig. 6 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 6. Scatterplot of shape, represent by PC I score (y-axis) per centroid size (x-axis) of eight Donax species.

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

Fig. 8 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 8. CVA of EFA coefficients and mean shape outline from three overlapping species from subgenus Latona, large size species group. Within each species, the specimens are enclosed by a convex hull polygon.

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

Fig. 7 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 7. CVA of EFA coefficients and mean shape outline from seven species under same group. Within each species, the specimen is enclosed by a convex hull polygon. Separation on the first two canonical analysis axes.

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

Fig. 5 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 5. Plot graph of PCA scores of EF coefficient, circle represent 95 percent confidence ellipses.

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

Fig. 3 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 3. Box-plot Mean and SE of Size Frequency, Kruskal-Wallis test, non-parametric ANOVA, of eight Donacid valid species. 1: Donax (Latona) cuneatus; 2: D. (Latona) solidus; 3: D. (Latona) faba; 4: D. (Dentilatona) incarnatus; 5: D. (Deltachion) spinosus; 6: D. (Deltachion) bruneirufi; 7: D. (Deltachion) semisulcatus semisulcatus; 8: D. (Hecuba) scortum. Double asterisks (**) highly significant at p ≤ 0.01. In square box means centroid size in group is not significantly different at p> 0.05 under Mann-Whitney pairwise comparisons.

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

Fig. 4. Mean outline shape constructed from 10 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 4. Mean outline shape constructed from 10 harmonics of elliptic Fourier analysis of eight Donax species from Thai waters: Donax (Latona) cuneatus (A), D. (Latona) solidus (B), D. (Latona) faba (C), D. (Deltachion) spinosus (D), D. (Dentilatona) incarnatus (E), D. (Deltachion) bruneirufi (F), D. (Deltachion) semisulcatus semisulcatus (G) and D. (Hecuba) scortum (H).

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

Fig. 1 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 1. The relative distribution (%) of eight Donax species along the coastline show the sampling location and the distribution pattern.

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

Fig. 9 in Fig. 2. 60 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 9. Venn diagram showing the number of shared operational taxonomic units (OTUs) among adult, subadult, and juvenile Asian elephants at 97% similarity.

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

Fig. 8 in Fig. 2. 60 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 8. Venn diagram showing the number of shared operational taxonomic units (OTUs) between male and female Asian elephants at 97% similarity.

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

Fig. 5. Heatmap with a in Fig. 2. 60 in Identification and Distribution of Wedge Clams (Donacidae: Bivalvia) in Thailand by Geometric Morphometric and Molecular Analysis.

Fig. 5. Heatmap with a dendogram showing dietary plant abundance at the genus level for adult, subadult, and juvenile Asian elephants. Gradient heatmap shows the 20 most abundant genera.

opencc-by-4.0Nov 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