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.
1,393
datasets available to search
ShareScore release 0.9.0
Dataset results
1,393 results for “traces”
Trace-Share Dataset for Evaluation of Statistical Characteristics Preservation
<p>The dataset contains all data used during the evaluation of statistical characteristics preservation. Archives are protected by password "<strong>trace-share</strong>" to avoid false detection by antivirus software.</p> <p>For more information, see the project repository at <strong><a href="https://github.com/Trace-Share">https://github.com/Trace-Share</a></strong>.</p> <p> </p> <p><strong>Selected Attack Traces</strong></p> <p>We selected 72 different traces of network attacks obtained from various internet databases. File names refer to common names of contained vulnerabilities, malware, or attack tools.</p> <p> </p> <p><strong>Background Traffic Data</strong></p> <p>Publicly available dataset <a href="https://www.unb.ca/cic/datasets/ids-2018.html">CSE-CIC-IDS-2018</a> was used as a background traffic data. The evaluation uses data from the day Thursday-01-03-2018 containing a sufficient proportion of regular traffic without any statistically significant attacks. Only traffic aimed at victim machines (range 172.31.69.0/24) is used to reduce less significant traffic.</p> <p> </p> <p><strong>Evaluation Results and Dataset Structure</strong></p> <ul> <li>Traces variants (<a href="https://zenodo.org/record/3553063/files/traces-normalized.zip">traces-normalized.zip</a>, <a href="https://zenodo.org/record/3553063/files/traces-adjusted.zip">traces-adjusted.zip</a>) <ul> <li>./traces-normalized/ — normalized PCAP files and details in YAML format;</li> <li>./traces-adjusted/ — configuration files for traces combination in YAML format.</li> </ul> </li> <li>Computed statistics (<a href="https://zenodo.org/record/3553063/files/statistics.zip">statistics.zip</a>) <ul> <li>./statistics-background/ — background traffic statistics computed by ID2T;</li> <li>./statistics-combination/ — combined traces statistics computed by ID2T for all adjust options (selected only combinations where ID2T provided all statistics files);</li> <li>./statistics-difference/ — computed mean and median differences of background and combined traffic traces.</li> </ul> </li> <li>Evaluation results <ul> <li><a href="https://zenodo.org/record/3553063/files/statistics-difference.ipynb">statistics-difference.ipynb</a> — file containing visualization of statistics differences.</li> </ul> </li> </ul>
Figure 1. Pupina peguensis Benson, 1860 in Short Communication Pupina peguensis Benson, 1860 (Mollusca: Pupinidae): tracing a long lost molluscan type
Figure 1. Pupina peguensis Benson, 1860; A‒F. Holotype, NZSI M.32940/9. G. Original glass tube of the shell with "type" labelled. H. Original label of the type specimen Pupina peguensis, with type locality and collector name (AS. Asiatic Society).
Text-fig. 1. A – outline map of the Slovak Republic, Gombasek Quarry marked; B – Gombasek needle – Gombasecká ih a in the Gombasek Quarry, the sample was collected at the right side of the pillar; C – typical lithology, gray coloured clay. in Tracing Of Palynomorphs In The Eastern Slovakian Karst
Text-fig. 1. A – outline map of the Slovak Republic, Gombasek Quarry marked; B – Gombasek needle – Gombasecká ih a in the Gombasek Quarry, the sample was collected at the right side of the pillar; C – typical lithology, gray coloured clay.
Figure 2 in Factors affecting trace element accumulation in livers of avian species from East Poland
Figure 2. RDA results showing the effect of different ecological parameters (the dotted lines) on the concentration of heavy metals in the livers of studied bird species. Monte Carlo permutation test of significance of all canonical axes: P = 0.002. Eigenvalues: axis 1 – 0.197; axis 2 – 0.138. Abbreviations and scales used for analysis: Species: CC - Corvus corax, CF - Corvus frugilegus, CO - Corvus cornix, CM - Corvus monedula, PP - Pica pica, SR - Streptopelia decaocto, AC - Anas platyrhynchos, GA - Garrulus glandarius, SR - Scolopax rusticola, AC - Ardea cinerea, PH - Phalacrocorax carbo, LA - Larus argentatus, LC - Larus canus, CR - Chroicocephalus ridibundus. Food preferences: food F – fish, food I – invertebrates, food O – omnivorous, food P – plants. Foraging area: importance of wetlands for foraging (I wetlands), importance of dumps for foraging (I dumps), importance of urban habitats for foraging (I urban): 0 – none, 1 – small, 2 – medium, 3 – big. Nesting site habitat: nest F – forest, nest U – urban habitat, nest A – aquatic habitat, nest R – rural habitats. Vertebrate carrion importance in food (I carrion): 1 – small, 2 – medium, 3 – big; invertebrate importance in food (I inv): 0 – none, 1 – small, 2 – big. Weight – weight of individuals according to Busse (1990).
Supplemental material to the journal article "Tracing Homopolymers in Oikopleura dioica's mitogenome"
<p>Supplemental material to the journal article “Tracing Homopolymers in <em>Oikopleura dioica</em>’s mitogenome”, consisting of:</p> <ul> <li>The I25 mitochondrial genome (GenBank ID PP146516) and its annotation (not in GenBank)</li> <li>Transcript model sequences used to annotate the genome</li> <li>Nucleotide sequences of<em> cytochrome oxidase I </em>used to compute the tree in Figure 3</li> </ul> <p>Updated on August 6th 2024:</p> <ul> <li>Add raw reads used to assemble the mitogenome.</li> <li>ATP6 gene coordinate corrected (7110 -> 7104) to reach TAA stop codon.</li> </ul>
Fig. 1 in Using hydrogen stable isotope ratios to trace the geographic origin of the population of Bactrocera dorsalis (Diptera: Tephritidae) trapped in northern China
Fig. 1. Implied relationship standard curve equation between Bactrocera dorsalis and precipitation based on a δ2H stable isotope (solid line indicates the linear regression and dash lines indicate the 95% confident intervals).
Fig. 3. Scheme showing traces from layer VIII-B in Three-dimensional elasto-plastic soil modelling and analysis of sauropod tracks
Fig. 3. Scheme showing traces from layer VIII-B of Miraflores I tracksite and view of the tracks 86 and 95.
Fig. 6. Putative protorosaurid archosauromorph trace Paradoxichnium isp. A, B in Lopingian tetrapod footprints from the Venetian Prealps, Italy: New discoveries in a largely incomplete panorama
Fig. 6. Putative protorosaurid archosauromorph trace Paradoxichnium isp. A, B. Paradoxichnium isp. from Ulbe (Italy), Lopingian. A. MCV 10, right complete manus, note the proximally-positioned digits I and V and the triangular claw impressions. B. MCV 9, complete left manus impression. Note the proximally-positioned digits I and V, the parallel digits II–IV and the triangular claw impressions. C. Paradoxichnium problematicum Müller, 1959, holotype FG 20/1 from Culmitzch (Thuringia, Germany), Lopingian; right (C1) and left (C2) pes-manus couples; note the manual morphology similar to MCV 9. Convex hyporelief, spacing 0.5 mm. Photo (A1, B1), interpretive drawing (A2, B2), false-color depth map (A3, B3), contour lines (A4, B4). Scale bars 10 mm.
Fig. 9 in Arthropod trace fossils from Eocene cold climate continental strata of King George Island, West Antarctica
Fig. 9. The lectotype of Stiaria intermedia Smith, 1909 (see also Fig. 8H), Epichnion, Old Red Sandstone, Lower Devonian, Dunure (GSE 14075), Scotland, UK. Published with permission of the British Geological Survey in Edinburgh.
Fig. 11 in Arthropod trace fossils from Eocene cold climate continental strata of King George Island, West Antarctica
Fig. 11. Hypichnial trace fossil cf. Pterichnus isp., middle–late Eocene, Mount Wawel Formation, King George Island, Antarctica, slab ZPAL Tf.8/2007.14. A. Four footprints in the series are visible in the lower left side. B. Less regular form in the lower side and the bilobate median trail of Glaciichnium australis in the upper part, which resembles the trace fossil Diplopodichnus.
Fig. 1 in Arthropod trace fossils from Eocene cold climate continental strata of King George Island, West Antarctica
Fig. 1. Map of King George Island (A) and location of the study region (B), after Birkenmajer (2002) with locality indicated (star).
Fig. 6 in Arthropod trace fossils from Eocene cold climate continental strata of King George Island, West Antarctica
Fig. 6. Arthropod trace fossil Glaciichnium australis isp. nov., middle–late Eocene, Mount Wawel Formation, King George Island, Antarctica, slab ZPAL Tf.8/2007.1. A. The holotype (redrawn in Fig. 8A), epichnion. The narrow diagonal furrows are damage scratches. B. Very irregular form running between the lower plant stems. C. Hypichnial forms preserved mostly as the double central trail resembling the trace fossil Diplopodichnus. D. Epichnial, unilobated median trails resembling the trace fossil Helminthoidichnites. Also delicate median bilobated trails are present. → Fig. 5. Arthropod trace fossil Glaciichnium australis isp. nov., resting trace, and lower plant stems on lower bedding surface, middle–late Eocene, Mount Wawel Formation, King George Island, Antarctica, slab ZPAL Tf.8/2007.8. A. General view, the long G. australis running from the base to the top shows different preservational variants. The knobs are plant stems. The resting trace (rt) in the lower part. B. Fragment of the long G. australis with thin blankets of underlying laminae covering the trace fossil. C. Fragment of the long G. australis crossed by another preserved mostly as the median trail, several cross sections of the lower plant stem. D. The resting trace (rt), several cross sections of the lower plant stem, and G. australis preserved mostly as the median trail. E. Resting trace, drawing (E1) and photograph of close view (E2).
Fig. 8 in Arthropod trace fossils from Eocene cold climate continental strata of King George Island, West Antarctica
Fig. 8. Comparison of drawings of holotype Glaciichnium australis sp. nov. (A) to Glaciichnium liebegastensis (B holotype, C), trackway of a Recent caddisfly larvae Philopotamus montanus (D), lectotype of Siskemia elegans (E), Stiaria quadripedia (F neotype, G), and lectotype of Stiaria intermedia (H). B, C from Walter (1985: fig. 4A and B, respectively); E from Walker (1985: fig. 2a, part); F from Pollard and Walker (1984: pl. 2: 2); G from Walker (1985: fig. 5a); H from Walker (1985: fig. 5c).
Fig. 7 in Arthropod trace fossils from Eocene cold climate continental strata of King George Island, West Antarctica
Fig. 7. Arthropod trace fossil Glaciichnium australis isp. nov. preserved mostly as unilobated or bilobated median trails, middle–late Eocene, Mount Wawel Formation, King George Island, Antarctica, slab ZPAL Tf.8/2007.25. A. Unilobate median trail passes into irregular trackway, produced probably in low cohesive substrate. B. A transition between unilobate and bilobate median trail. C. Unilobate and bilobate median trails as epichnial furrows. D. Hypichnial ridges, which are unilobated median trails resembling the trace fossil Helminthoidichnites.
Fig. 3 in Arthropod trace fossils from Eocene cold climate continental strata of King George Island, West Antarctica
Fig. 3. Some sedimentary and palaeobotanical features of the middle–late Eocene, Mount Wawel Formation, Martel Inlet Admiralty Bay, King George Island, Antarctica. A. Symmetric ripple marks on surface of very fine-grained sandstone. B. Fossil plant remains of unknown affinity in cracked mudstone. C. Delicate ferns on a parting surfaces. D. Leaves of Nothofagus sp.
Fig. 4 in Arthropod trace fossils from Eocene cold climate continental strata of King George Island, West Antarctica
Fig. 4. Lower plant (reed?) stems in siltstone-sandstone slabs from of the middle–late Eocene, Mount Wawel Formation, Martel Inlet Admiralty Bay, King George Island, Antarctica, slab ZPAL Tf.8/2007.20. A. Lower bedding-plane view with cross section of the stems (arrows) and needle-like plant detritus shallowly buried in the bed. B. Cross section of the stem in thin section showing sand-filled interior and carbonized, ribbed wall. C. Cross section of the bed with oblique stem, whose surface is carbonized. D. Cross section of a bed showing a fragment of stem with longitudinal ribbing.
Fig. 2 in Arthropod trace fossils from Eocene cold climate continental strata of King George Island, West Antarctica
Fig. 2. Location of plant and trace fossil collection area as seen from Martel Inlet, Admiralty Bay, King George Island, Antarctica. Photograph by AG, January 2007.
Fig. 10 in Arthropod trace fossils from Eocene cold climate continental strata of King George Island, West Antarctica
Fig. 10. Recent traces (A–C) of the caddisfly larvae Philopotamus montanus (Donovan, 1813) (D), Lejowa Valley, Tatra Mountains, southern Poland.
Fig. 3 in A new Y-shaped trace fossil attributed to upogebiid crustaceans from Early Pleistocene of Italy
Fig. 3. Holotype (INGUJ 200P11) of allegedly upogebiid trace fossil Parmaichnus stironensis igen. nov. et isp. nov. Scale bar 100 mm.
Fig. 4. Allegedly upogebiid Y in A new Y-shaped trace fossil attributed to upogebiid crustaceans from Early Pleistocene of Italy
Fig. 4. Allegedly upogebiid Y−shaped trace fossil Parmaichnus stironensis igen. nov. et isp. nov. (specimens left in the field) from Early Pleistocene of Italy. A. Specimen P1070182 (numbering from the field photograph collection). B. Specimen P1070193. C. Specimen P1070194. D. Specimen P1070196. Scale bars 50 mm.
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.