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Figure 3 in Soil BON Earthworm - A global initiative on earthworm distribution, traits, and spatiotemporal diversity patterns
Figure 3. Global distribution of Oligochaeta observations on iNaturalist (assessed on the 16th of November 2023) and longitudinal and latitudinal distribution.
Text-fig. 9. Revultex impression of a siliceous concretion NM L 31967. A – an assemblage of three specimens of Barrandicella cf. tarda (PERNER, 1903); a – indeterminate early shell (? Barrandicella sp.), b – Mytoconula sp., ×...... B – Mytoconula sp., obligue left lateral view of an early shell just after landing on the Barrandicella surface, with a narrow flat rim of initial teleoconch shell, probably pressed down by sediment, ×......; C – the same, obligue left lateral view, ×......; D – the same, oblique right posterolateral view showing increments in the early shell, ×....... Dobrotivá F., PrahaŠárka. in Patelliconus Horný, 1961 And Mytoconula Gen. N. (Mollusca, Tergomya) From The Ordovician Of Perunica
Text-fig. 9. Revultex impression of a siliceous concretion NM L 31967. A – an assemblage of three specimens of Barrandicella cf. tarda (PERNER, 1903); a – indeterminate early shell (? Barrandicella sp.), b – Mytoconula sp., ×...... B – Mytoconula sp., obligue left lateral view of an early shell just after landing on the Barrandicella surface, with a narrow flat rim of initial teleoconch shell, probably pressed down by sediment, ×......; C – the same, obligue left lateral view, ×......; D – the same, oblique right posterolateral view showing increments in the early shell, ×....... Dobrotivá F., PrahaŠárka.
Text-fig. 1 Simplified geological map of NW Portugal (adapted from Portuguese Geological Survey 1:500.000 lithological map). in Overview Of The Stratigraphy And Initial Quantitative Biogeographical Results From The Devonian Of The Albergaria-A-Velha Unit (Ossa-Morena Zone, W Portugal)
Text-fig. 1 Simplified geological map of NW Portugal (adapted from Portuguese Geological Survey 1:500.000 lithological map).
nd-crane/trusted_ke: OMIn Dataset v1.0.0 - Initial Public Release
<h1>Release Notes: OMIn Dataset v1.0.0</h1> <p>We are excited to announce the release of the <strong>Operations and Maintenance Intelligence (OMIn) Dataset</strong>, a key contribution from our recent research publication. OMIn is the first open-source dataset curated specifically for knowledge extraction (KE) in the operation and maintenance domains.</p> <h3>Overview</h3> <p>The OMIn Dataset is based on raw FAA Accident/Incident data and has been meticulously curated to support KE in operations and maintenance. It features detailed textual descriptions of maintenance incidents, with particular emphasis on mentions of aircraft systems and domain-specific shorthand. This dataset includes:</p> <ul> <li><strong>Gold Standards</strong>: Prepared for Named Entity Recognition (NER), Coreference Resolution (CR), and Named Entity Linking (NEL).</li> <li><strong>Textual Descriptions</strong>: Rich narratives of maintenance incidents, long enough to provide context and valuable information for KE tasks.</li> <li><strong>Structured Data</strong>: Information on aircraft details, failure codes, and dates, enabling future work on integrated KE approaches that combine structured data with natural language text.</li> </ul> <h3>Significance</h3> <p>OMIn expands the portfolio of resources available in the operation and maintenance domains by offering comprehensive records on a variety of subject matters. It is designed to be a valuable baseline dataset due to its:</p> <ul> <li><strong>Variety and Depth</strong>: The dataset covers a wide range of incidents, each described in detail to offer context and facilitate knowledge extraction.</li> <li><strong>Versatility</strong>: While OMIn is rooted in aviation maintenance incident data, its structure and content make it applicable to many records or logs in the operation and maintenance sectors.</li> </ul> <h3>Community Invitation</h3> <p>By releasing OMIn, we aim to support the broader community in the maintenance and manufacturing domains. We invite researchers, practitioners, and developers to collaborate on this open-source KE dataset, helping to build a robust resource that advances the state of the art in the field.</p> <h3>How to Access</h3> <p>You can download the OMIn dataset directly from this repository or access it through Zenodo, where it has been assigned a DOI for reference in academic publications.</p>
VEClim's initial assessment of Aedes albopictus activity and disease risk in three decades: historical (1980-1990), recent (2010-2020), and future (2090-2100).
<p><span>This is the initial release of VEClim, an early warning decision support system for climate-sensitive vector activity and vector-borne disease risk assessment, comprising an assessment of the seasonal dynamics of <em>Aedes albopictus</em>, the Asian tiger mosquito, and the associated risk of chikungunya virus transmission. This analysis compares three decades, i.e., historical (1980-1990), </span><span>recent <span>(2010-2020), and future (2090-2100), in terms of seasonal and geospatial averages. </span></span></p>
Raw data for Role of molecular damage in crack initiation mechanisms of tough elastomers, PNAS 2024 Vol. 121 e2410515121
<p>This the raw data for figures 1-5 of the paper. the images and the data sets in csv format</p>
Linked collectors and determiners for: Data from CRSN herbarium digitization initiative under BID-funded project.
Natural history specimen data linked to collectors and determiners held within, "Data from CRSN herbarium digitization initiative under BID-funded project". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5">https://bionomia.net/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5">https://gbif.org/dataset/bcffbc19-b28c-42ae-995a-ff852e158ce5</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: The InBIO Barcoding Initiative Database: A taxonomic revision of the Western Palaearctic genus Cacochroa Heinemann, 1870 (Lepidoptera, Depressariidae).
Natural history specimen data linked to collectors and determiners held within, "The InBIO Barcoding Initiative Database: A taxonomic revision of the Western Palaearctic genus Cacochroa Heinemann, 1870 (Lepidoptera, Depressariidae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/900a387b-cf8b-479b-b983-69fa973f3bcd">https://bionomia.net/dataset/900a387b-cf8b-479b-b983-69fa973f3bcd</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/900a387b-cf8b-479b-b983-69fa973f3bcd">https://gbif.org/dataset/900a387b-cf8b-479b-b983-69fa973f3bcd</a>. Formatted as a Frictionless Data package.
Initial Structures of PKM1/M2 proteins for AMOEBA Molecular Dynamics studies (xyz Tinker format)
<p>Here are presented our initial structures of PKM1/M2 (solvated and neutralized) for the different states to initiate molecular dynamics in AMOEBA force field.</p> <p>Those are represented in xyz Tinker format and come from their respectives PDB crystal structure after extraction of the unwanted ligands :</p> <p>3SRF for PKM1,</p> <p>1ZJH for monomer PKM2,</p> <p>6B6U for dimer PKM2,</p> <p>3SRH for free-tetramer PKM2,</p> <p>3SRD for tetramer PKM2 bound to FBP,</p> <p>3U2Z for tetramer PKM2 bound to TEPP-46.</p>
Civil war is associated with longer escape distances among Sri Lankan birds - flight-initiation distances of Sri Lankan birds
<p>War influences wildlife in a variety of ways but may influence their escape responses to approaching threats, including humans, because of its effect on human populations and behaviour, and landscape change. We collected 1,400 Flight-Initiation Distances (FIDs) from 157 bird species in the dry zone of Sri Lanka, where civil war raged for 26 years, ending in 2009. Accounting for factors known to influence FIDs (phylogeny, starting distance of approaches, body mass, prevailing human density, group size and location), we found birds have longer FIDs in the part of the dry zone which experienced civil war. Larger birds, often preferred by human hunters, showed greater increases in FID in the war zone, consistent with the idea that war was associated with greater hunting pressure, that larger birds experienced longer-lasting trauma, or had more plastic escape behaviour, than smaller species. While the mechanisms linking the war and avian escape responses remain ambiguous, wars evidently leave legacies which extend to behavioural responses in birds.</p>
VlachosGroup/Pdn-CO-Dynamics: Initial release for publication
<p>Lattice Kinetic Monte Carlo (KMC) Simulations for Subnanometer Pdn clusters Dynamics under a pressure of CO.</p>
Figures 15–22 in Parajulid milliped studies XII: Initial assessment of Ptyoiulus Cook 1895 and neotype designations for Julus impressus Say 1821 and J. montanus Cope 1869 (Diplopoda: Julida)
Figures 15–22. Gonopodal variation in P. montanus. 15) Distal extremity of right anterior gonopod of male from Montgomery Co., Virginia, caudal view. 16) The same of male from Tishomingo Co., Mississippi. 17) The same of male from DeKalb Co., Georgia. 18) The same of male from Craighead Co., Arkansas. 19) The same of male from Clay Co., Arkansas. 20) Right posterior gonopod of male from Mason Co., Tennessee, lateral view. 21) The same of male from Tishomingo Co., Mississippi. 22) The same of male from Montgomery Co., Virginia. Abbreviations as in Fig. 5–6.
Figures 7–13 in Parajulid milliped studies XII: Initial assessment of Ptyoiulus Cook 1895 and neotype designations for Julus impressus Say 1821 and J. montanus Cope 1869 (Diplopoda: Julida)
Figures 7–13. Gonopodal variation in P. impressus. 7) Distal extremity of right anterior gonopod of neotype, caudal view. 8) The same of male from Rabun Co., Georgia. 9) The same of male from Liberty Co., Florida. 10) The same of male from Leon Co., Florida. 11) The same of male from Greene Co., Arkansas. 12) Right posterior gonopod of male from Rabun Co., Georgia, lateral view. 13) The same of male from Greene Co., Arkansas. Abbreviations as in Fig. 5–6.
Figure 14 in Parajulid milliped studies XII: Initial assessment of Ptyoiulus Cook 1895 and neotype designations for Julus impressus Say 1821 and J. montanus Cope 1869 (Diplopoda: Julida)
Figure 14. Distributions of species of Ptyoiulus. Black dots, P. impressus. Open black circle in southeastern Pennsylvania, denoted by the black arrow, is the neotype locality. Red dots, P. montanus. Open red circle in central North Carolina, denoted by the red arrow, is the neotype locality. Blue dots, geographically significant samples lacking adult males and presently unidentifiable to species.
Figures 5–6. Ptyoiulus spp. anterior gonopods, caudal views. 5 in Parajulid milliped studies XII: Initial assessment of Ptyoiulus Cook 1895 and neotype designations for Julus impressus Say 1821 and J. montanus Cope 1869 (Diplopoda: Julida)
Figures 5–6. Ptyoiulus spp. anterior gonopods, caudal views. 5) P. impressus. 6) P. montanus. at, anterior gonopod telopodite; ca, calyx; cp, coxal process stem.
Figure 4 in Parajulid milliped studies XII: Initial assessment of Ptyoiulus Cook 1895 and neotype designations for Julus impressus Say 1821 and J. montanus Cope 1869 (Diplopoda: Julida)
Figure 4. Distributions of Ptyoiulus/Ptyoiulinae plotted against the maximal extent of the Western Interior Seaway during the Cretaceous Period, Mesozoic Era. All land areas shown are in the eastern land mass, Appalachia, which was separated from western Laramidia by the vertical, latitudinal arm of the Seaway (not shown), which segregated Ptyoiulus from bollmaniulinines in Laramidia but is irrelevant to Ptyoiulus itself. The Seaway spread eastward south of Appalachia and when it receded, P. impressus spread southward into the formerly inundated area. 1, large, contiguous main range area. 2, small, disjunct northernmost population extending from Montreal, Québec, to northern Vermont. 3, disjunct population along the southwestern coast of Lake Michigan. 4, disjunct area in northeastern/eastcentral Arkansas. 5, point locality in northeastern Louisiana vouchered by females. The transect denoted by the red lines near the center of the distribution is the band occupied by both P. montanus and P. impressus; the latter occurs alone to the north and south.
Figures 1–3 in Parajulid milliped studies XII: Initial assessment of Ptyoiulus Cook 1895 and neotype designations for Julus impressus Say 1821 and J. montanus Cope 1869 (Diplopoda: Julida)
Figures 1–3. Pilosity and epiproct variation on caudalmost rings of Ptyoiulus impressus. 1) Specimen from Morgan Co., Ohio. 2) Specimen from Allen Co., Kentucky. 3) Specimen from Leon Co., Florida. e, epiproct; h, hypoproct; lp, left paraproct.
Figures 14–21. Gosiulini gonopods. 14 in Parajulid milliped studies XI: Initial assessment of the tribe Gosiulini (Diplopoda: Julida)
Figures 14–21. Gosiulini gonopods. 14) Right anterior gonopod of the neotype of Gosiulus timpius (holotype of Z. navajo), anterior view. 15) The same, lateral view. 16) Right anterior gonopod of male of G. timpius from Culberson Co., Texas, anterior view. 17) Left posterior gonopod of neotype, lateral view. 18) The same, anterior view. 19) The same, medial view. 20) Right anterior gonopod of the holotype of Minutissimiulus biramus, anterior view. 21) Left posterior gonopod of the same, lateral view. cl, coxal lobe; other abbreviations as in Fig. 2–5, 6–12.
Figure 13 in Parajulid milliped studies XI: Initial assessment of the tribe Gosiulini (Diplopoda: Julida)
Figure 13. Distributions of species of Gosiulini. Black, G. conformatus. Red, G. timpius. Green, M. biramus.
Figures 6–12 in Parajulid milliped studies XI: Initial assessment of the tribe Gosiulini (Diplopoda: Julida)
Figures 6–12. Gosiulus conformatus, left posterior gonopods (sub)medial views, all from Texas. 6) Lectotype, Live Oak Co. 7) Distal halves of prefemoral process and solenomere of paralectotype from McCulloch Co., lateral view. 8) Distal half of prefemoral process of male paralectotype from Jim Wells Co., lateral view. 9) Telopodital projections of male from Travis Co. 10) The same of male from Kerr Co. 11) The same of male from LaSalle Co. 12) The same of male from Lubbock Co. C, process "C"; pfp, prefemoral process; s, solenomere; sp, subbasal prefemoral spine.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.