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.

677

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

677 results for “Inversion”

Learn how ShareScore rates datasets ↗
zenodo40/100

Figs 9, 10 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Figs 9, 10. Adult females, habitus in life: (9) Hottentotta conspersus (Thorell, 1876); (10) Parabuthus brevimanus (Thorell, 1876).

opencc-by-4.0Dec 2008View details →
zenodo40/100

Figs 15, 16 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Figs 15, 16. Uroplectes adults, habitus in life: (15) U. gracilior Hewitt, 1913, male; (16) U. planimanus (Karsch, 1879), female with brood.

opencc-by-4.0Dec 2008View details →
zenodo40/100

Fig. 1 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Fig. 1. Brandberg Massif (Namibia), gravel plains southwest, facing northeast to Massif in distance, dry year. Gravel plains, habitat of Parabuthus brevimanus (Thorell, 1876), Parabuthus namibensis Lamoral, 1979 and Uroplectes gracilior Hewitt, 1913.

opencc-by-4.0Dec 2008View details →
zenodo40/100

Fig. 4 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Fig. 4. Brandberg Massif (Namibia), base of Massif at entrance to Goaseb (Ga-Asab) Gorge, facing north to Orabeskopf at summit, wet year. Dominant vegetation, Boscia foetida Schinz and Commiphora sp. Rocky flats, habitat of Hottentotta conspersus (Thorell, 1876), Parabuthus brevimanus (Thorell, 1876), Parabuthus villosus (Peters, 1862), and Opistophthalmus lamorali Prendini, 2000.

opencc-by-4.0Dec 2008View details →
zenodo40/100

Figs 13, 14 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Figs 13, 14. Parabuthus adults, habitus in life: (13) P. kraepelini Werner, 1902, female; (14) P. villosus (Peters, 1862), male.

opencc-by-4.0Dec 2008View details →
zenodo40/100

Fig. 21 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Fig. 21. Graph illustrating decreasing scorpion species richness with increasing altitude (100 m contour interval) on the Brandberg Massif (Namibia). Data from Material Examined (this study).

opencc-by-4.0Dec 2008View details →
zenodo40/100

Fig. 5 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Fig. 5. Brandberg Massif (Namibia), lower slopes of Massif in Goaseb (Ga-Asab) Gorge, facing southwest, wet year. Dominant vegetation, Acacia montis-usti Merxm. & A. Schreib., Commiphora sp., Euphorbia sp. and Moringa ovalifolia Dinter & A. Berger. Rocky flats and slopes, habitat of Hottentotta conspersus (Thorell, 1876), Hadogenes tityrus (Simon, 1888) and Opistophthalmus ugabensis Hewitt, 1934.

opencc-by-4.0Dec 2008View details →
zenodo40/100

Fig. 3 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Fig. 3. Brandberg Massif (Namibia), gravel plains and foothills southeast, facing northwest to Massif, wet year. Dominant vegetation, Euphorbia damarana L.C. Leach and Stipagrostis sp. Gravel plain, habitat of Parabuthus brevimanus (Thorell, 1876), Parabuthus granulatus (Ehrenberg, 1831). Rocky foothills, habitat of Parabuthus villosus (Peters, 1862) and Opistophthalmus lamorali Prendini, 2000.

opencc-by-4.0Dec 2008View details →
zenodo40/100

Figs 11, 12 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Figs 11, 12. Parabuthus adults, habitus in life: (11) P. gracilis Lamoral, 1979, female; (12) P. granulatus (Ehrenberg, 1831), male.

opencc-by-4.0Dec 2008View details →
zenodo40/100

Fig. 2 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Fig. 2. Brandberg Massif (Namibia), granitic inselberg south, surrounded by low sand dunes, leading down to sandy plain, facing west, wet year. Dominant vegetation, Euphorbia damarana L.C. Leach and Stipagrostis sp. Dunes, habitat of Parabuthus gracilis Lamoral, 1979 and Opistophthalmus jenseni (Lamoral, 1972). Sandy plain, habitat of Parabuthus brevimanus (Thorell, 1876), Parabuthus granulatus (Ehrenberg, 1831) and Opistophthalmus wahlbergii (Thorell, 1876).

opencc-by-4.0Dec 2008View details →
zenodo40/100

Fig. 7 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Fig. 7. Brandberg Massif (Namibia), just below summit of Massif in Goaseb (Ga-Asab) Gorge, facing south to gravel plains, dry year. Rocky slopes, habitat of Brandbergia haringtoni Prendini, 2003, Hadogenes tityrus (Simon, 1888) and Uroplectes planimanus (Karsch, 1879).

opencc-by-4.0Dec 2008View details →
zenodo40/100

Fig. 6 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Fig. 6. Brandberg Massif (Namibia), upper slopes of Massif in Goaseb (Ga-Asab) Gorge, facing northeast, wet year. Dominant vegetation, Cyphostemma currorii (Hook.f.) Desc. and Ozoroa crassinervia (Engl.) R. Fern & A. Fern. Rocky slopes, habitat of Brandbergia haringtoni Prendini, 2003, Lisposoma elegans Lawrence, 1928, Hadogenes tityrus (Simon, 1888), and Uroplectes planimanus (Karsch, 1879). Woody vegetation, habitat of Uroplectes otjimbinguensis (Karsch, 1879).

opencc-by-4.0Dec 2008View details →
zenodo40/100

Fig. 8 in Scorpions of the Brandberg Massif, Namibia: Species richness inversely correlated with altitude

Fig. 8. Brandberg Massif (Namibia), Wasserfallfläche, plateau on summit of Massif, facing southwest, wet year. Dominant vegetation, Boscia albitrunca (Burch.) Gilg & Gilg-Ben., Cyphostemma currorii (Hook.f.) Desc. and Euphorbia sp. Rocky flats and slopes, habitat of Lisposoma elegans Lawrence, 1928, Hadogenes tityrus (Simon, 1888) and Uroplectes planimanus (Karsch, 1879). Sandy flats, habitat of Parabuthus brevimanus (Thorell, 1876) and Opistophthalmus carinatus (Peters, 1861). Woody vegetation, habitat of Uroplectes otjimbinguensis (Karsch, 1879).

opencc-by-4.0Dec 2008View details →
dryad40/100

Experimental introgression in Drosophila: Asymmetric postzygotic isolation associated with chromosomal inversions and an incompatibility locus on the X chromosome

<p>Interspecific gene flow (introgression) is an important source of new genetic variation, but selection against it can reinforce reproductive barriers between interbreeding species. We used an experimental approach to trace the role of chromosomal inversions and incompatibility genes in preventing introgression between two partly sympatric <em>Drosophila virilis</em> group species, <em>D. flavomontana </em>and<em> D. montana</em>. We backcrossed F<sub>1</sub> hybrid females from a cross between <em>D. flavomontana female </em>and<em> D. montana </em>male with the males of the parental species for two generations and sequenced pools of parental strains and their reciprocal 2<sup>nd</sup> generation backcross (BC<sub>2</sub>mon and BC<sub>2</sub>fla) females. Contrasting the observed amount of introgression (mean hybrid index, HI) in BC<sub>2</sub> female pools along the genome to simulations under different scenarios allowed us to identify chromosomal regions of restricted and increased introgression. We found no deviation from the HI expected under a neutral null model for any chromosome for the BC<sub>2</sub>mon pool, suggesting no evidence for genetic incompatibilities in backcrosses towards <em>D. montana</em>. In contrast, the BC<sub>2</sub>fla pool showed high variation in the observed HI between different chromosomes, and massive reduction of introgression on the X chromosome (large X-effect). We find that this observation is compatible with reduced recombination combined with at least one dominant incompatibility locus residing within the X inversion(s). Overall, our study suggests that genetic incompatibilities arising within chromosomal inversions can play an important role in speciation.</p>

opencc-zeroMar 2023View details →
zenodo40/100

Inverse Design of Nanophotonic Solid-State Quantum Emitter Single-photon Sources: Data

<p>Data regarding the results presented in the paper &quot;Inverse Design of Nanophotonic Solid-State Quantum Emitter Single-photon Sources&quot;.</p>

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

Machine Learning Models for Surface Wave Dispersion Curve Inversion using Mixture Density Networks

<p>Machine learning (ML) approach&nbsp;for dispersion curve inversion using mixture density networks (MDN) based on Keil and Wassermann (2023).</p> <p>The ML approach presented here allows the simultaneous estimation of layer numbers, layer depth and a complete probability distribution of the S-wave velocity structure in the upper 100 m. This is achieved by a two-step ML approach, where 1) a regular NN classifies the number of layers within the upper 100 m of the subsurface and 2) individual trained&nbsp;mixture density networks output&nbsp;the depth estimates together with a fully probabilistic solution of the S-wave velocity structure. We trained the model to distinguish structures with 2 - 7 subsurface layers.</p> <p>The trained classification NN and the individual MDNs are located in the folder ./trained_models.<br> With the jupyter notebook Prediction.ipynb the dispersion curve inversion can be performed using the already trained ML models.<br> With the jupyter notebooks Training-MDN.ipynb and Training-classification.ipynb the models can be trained on new data.<br> The code for the set-up of the MDN is based on Earp et al. (2020).</p> <p>&nbsp;</p> <p>More details and updates on the code can be found on:&nbsp;<a href="https://github.com/SabrinaKeil/MDN_Inversion">https://github.com/SabrinaKeil/MDN_Inversion</a>&nbsp;</p>

opencc-by-4.0Mar 2023View details →
zenodo40/100

Air-Sea fluxes of CO2 in the Indian Ocean between 1985 and 2018: A synthesis based on Observation-based surface CO2, hindcast and atmospheric inversion models.

<p>This data set contains 14 hindcast models (CCSM-WHOI.nc, CESC_ETHZ.nc, CNRM-ESM2-1.nc, EC_Earth3.nc, FESOM_REcoM_LR.nc, MOM6_Princeton.nc, MPIOM_HAMOCC.nc; MRI-ESM2-1.nc, NorESM-OC1.2.nc, ORCA1-LIM3-PISCES.nc, ORCA025-EOMAR.nc, Plankotom12, INCOIS-BIO-ROMS.nc, ROMS-NYUAD.nc), nine empirical models (CMEMS-LSCE-FFNN.nc, CSIRML6.nc, Jena-MLS.nc, JMAMLR.nc, Spco2_LDEO_HPD.nc, SOMFNN.nc, NIES-MLR3.nc, UOEX-WAT20.nc, OceanSODAETHZ.nc) and CO2 flux climatology data (CO2_Climatology.nc). This data set also has two atmospheric inversion models output and those are - MACTM (MACTM.nc)&nbsp;and CAMSv20r1 (CMSv20r1.zip format and inside the zip folder files are .nc format).</p>

opencc-by-4.0Mar 2023View details →
zenodo40/100

Figure 2 in Sex inversion in cultivated mussels Mytilus galloprovincialis Lam. (Crimea, Black Sea) under influence of external environmental factors

Figure 2. Sex inversion in females of the cultivated mussel M. galloprovincialis after a one-month-long laboratory experiment and three-months-long conditioning at the mussel-and-oyster farm, 2016–2017.

opencc-by-4.0Sep 2018View details →
zenodo40/100

Martian crustal models at the InSight landing site from joint inversion of ellipticity, P-to-s RFs and autocorrelations times

<p>- Preferred models resulting from the joint inversion of three local-scale measurements: Rayleigh-wave ellipticity, P-to-s Receiver functions (Joshi et al., 2023) and P-wave lag times from autocorrelation (Schimmel et al., 2021).</p> <p>- Scripts and observables to perform joint inversion.</p>

opencc-by-4.0Jun 2023View details →
zenodo40/100

Datasets for "Inverse cascading for initial MHD turbulence spectra between Saffman and Batchelor"

<pre>This directory contains an index.html file with links to the run directories and idl plotting routines with secondary data for the other figures for the paper &quot;Inverse cascading for initial MHD turbulence spectra between Saffman and Batchelor&quot;. If anything turns out to be incomplete, please email brandenb@nordita.org.</pre>

opencc-by-4.0Jul 2023View 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