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13,117 results for “Maps”

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FIGURE 72. Gymnapatagus magnus A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 72. Gymnapatagus magnus A. Map showing distribution. B. Aboral view of preserved specimen (Schultz, 2010b). C. Side view of preserved specimen (Schultz, 2010).

opennotspecifiedDec 2017View details →
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PLATE 41. Trigonocidaris moloni A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

PLATE 41. Trigonocidaris moloni A. Map showing distribution. B. Aboral view of preserved specimen (Schultz, 2011).

opennotspecifiedDec 2017View details →
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FIGURE 40. Trigonocidaris nitidus A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 40. Trigonocidaris nitidus A. Map showing distribution. B. Aboral view of preserved specimen (Schultz, 2011).

opennotspecifiedDec 2017View details →
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FIGURE 37. Salmacis bicolor. A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 37. Salmacis bicolor. A. Map showing distribution. B. Live specimen (KwaZulu-Natal). C. Preserved test of juvenile (MBC-077814).

opennotspecifiedDec 2017View details →
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FIGURE 35. Tetrapygus niger. A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 35. Tetrapygus niger. A. Map showing distribution. B. Live specimen (Namaqualand). C. Denuded test (Namaqualand).

opennotspecifiedDec 2017View details →
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FIGURE 71. Spatagobrissus mirabilis. A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 71. Spatagobrissus mirabilis. A. Map showing distribution. B. Aboral view of live specimen (SAMC-A22292). C. Aboral view of preserved specimen.

opennotspecifiedDec 2017View details →
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FIGURE 32. Stomopneustes variolaris A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 32. Stomopneustes variolaris A. Map showing distribution. B. Live specimen (KwaZulu-Natal). C. Aboral view of preserved specimen (MBC-A077790).

opennotspecifiedDec 2017View details →
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FIGURE 29. Echinothrix calamaris. A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 29. Echinothrix calamaris. A. Map showing distribution. B. Live specimen (KwaZulu-Natal). C. Aboral view of preserved specimen (MBC-077783).

opennotspecifiedDec 2017View details →
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FIGURE 48. Echinometra oblonga A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 48. Echinometra oblonga A. Map showing distribution. B. Aboral view of preserved specimen (Schultz, 2011c).

opennotspecifiedDec 2017View details →
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FIGURE 51. Tripneustes gratilla. A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 51. Tripneustes gratilla. A. Map showing distribution. B. Live specimen (KwaZulu-Natal). C. Aboral view of preserved specimen (SAMC-A27886).

opennotspecifiedDec 2017View details →
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FIGURE 25. Astropyga radiata. A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 25. Astropyga radiata. A. Map showing distribution. B. Live adult (KwaZulu-Natal). C. Oral view of preserved specimen (SAMC-A28211).

opennotspecifiedDec 2017View details →
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FIGURE 26. Chaetodiadema africanum. A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 26. Chaetodiadema africanum. A. Map showing distribution. B. Aboral view of adult preserved specimen (MBC- 077779). C. Aboral view of juvenile preserved specimen (SAMC-A23717).

opennotspecifiedDec 2017View details →
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FIGURE 17. Stylocidaris cingulata. A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 17. Stylocidaris cingulata. A. Map showing distribution. B. Side view of preserved specimen (MBC-A074000). C. Apical system of preserved specimen (SAMC-A28217).

opennotspecifiedDec 2017View details →
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FIGURE 16. Prionocidaris pistillaris. A. Map showing distribution. B in Illustrated guide to the echinoid (Echinodermata: Echinoidea) fauna of South Africa

FIGURE 16. Prionocidaris pistillaris. A. Map showing distribution. B. Side view of adult preserved specimen (SAMC- A23724). C. Side view of juvenile preserved specimen (MBC-A077755).

opennotspecifiedDec 2017View details →
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The model for new data mapping to human endoderm-derived organoids cell atlas (HEOCA)

<p><strong>The model for new data mapping to&nbsp;human endoderm-derived organoids cell atlas (HEOCA).</strong></p>

opencc-by-4.0Nov 2023View details →
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Dataset for paper: Research Artifacts in Secondary Studies: A Systematic Mapping in Software Engineering

Open the record for dataset details and reuse information.

opencc-by-4.0Oct 2024View details →
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Data for: Mapping aids using output-directed programming increase novices' performance in programming mobile robotic systems

Open the record for dataset details and reuse information.

opencc-by-4.0Apr 2024View details →
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Supplemental tables for 'Pan-microalgal dark proteome mapping via interpretable deep learning and synthetic chimeras'

<p>Distinguishing genuine microbial proteins from contaminants remains a major bottleneck in genomics, particularly for environmental and non-model organisms where conventional homology-based tools are slow, resource-intensive, and leave large fractions of the "dark proteome" unclassified. LA<sup>4</sup>SR offers a scalable, interpretable framework that classifies algal and bacterial proteins directly from translated sequence data, achieving near-complete recall while accelerating inference by ~ 10,000-fold relative to BLASTP. By revealing that internal sequence features alone can drive robust classification, LA4SR bypasses the need for complete gene models or perfect annotations&mdash;opening new opportunities for analyzing complex microbial communities and metagenomes. Interpretability methods further link emergent amino acid signatures to evolutionary and ecological features, highlighting the potential of language models not only to accelerate genomics workflows but also to uncover new biological insights.</p> <p>&nbsp;</p> <p><strong>Table S1 | External spreadsheet. </strong>This spreadsheet contains LA<sup>4</sup>SR performance metrics, technical performance estimations, and BLAST results and runtimes of genomes comprising the algal training data.<strong> </strong></p> <p><strong>Table S2 | External spreadsheet. </strong>Captum attributions for 100 sequences each of algal and bacterial origin obtained using the LayerIntegratedGradients function.</p> <p><strong>Table S3 | External spreadsheet. </strong>Influential motifs found with the DeepMotifMinerPro software introduced in this work (see Data S3).</p> <p><strong>Table S4 | External spreadsheet.</strong> LA4SR and Diamond BLAST results for data from new assemblies from seen species (Fig. S7), contaminated assemblies from unseen genera (Fig. S7), and clean assemblies from unseen genera (Fig. 8). For the LA4SR results for genome assemblies from unseen genera, the genomes were published after the model was trained, and the genera shown were not included in the training dataset. Newly sequenced genomes uploaded to NCBI SRA accession SUB14799921.</p> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0Nov 2024View details →
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ICITS'24 - A Systematic Mapping Study on the Use and Development of Research Software

<p>Artifacts used for data collection and analysis of the article accepted for publication in ICITS'24.</p><p>Mourão, E., Trevisan, D., Viterbo, J. and Pantoja, C.E. (2024). A Systematic Mapping Study on the Use and Development of Research Software. In:&nbsp;ICITS'24 - 7th International Conference on Information Technology &amp; Systems. Lecture Notes in Networks and Systems. Springer, Cham.</p>

opencc-by-4.0Oct 2023View details →
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Swift/BAT-GUANO upper limits fits map for S231029y

Open the record for dataset details and reuse information.

opencc-by-4.0Oct 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

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.