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Table 1 in Fossil or non-fossil? A best-practice guide for archaeobotanical taxa

<p><b>Table 1.</b> The nomenclature of archaeobotanical finds.</p><table><tbody><tr><th>Taxa</th><th>Original archaeobotanical material</th><th>Status</th><th>Related taxa</th><th>References</th></tr><tr><th><b>Amaranthaceae Juss.</b></th></tr></tbody><tbody><tr><th><i>Chenopodium berlandieri</i> subsp. <i>jonesianum</i> B.Sm. in Phytologia 57(7): 445&ndash;448. 1985</th><td>Type: U.S.A., Ohio, Hocking County, 3 miles southeast of Bloomingville, Ash Cave (33Hol), 1876, <i>Ebenezer Andrews s.n</i>. (holotype, US No. 3036256)</td><td>Holotype at US designated as specimen No. 3036256.</td><td><i>Chenopodium berlandieri</i> Moq.</td><td>Smith, 1985; Smith &amp; Funk, 1985; Smith &amp; Cowan, 1987; Crawford &amp; al., 2019</td></tr><tr><th><b>Arecaceae Bercht. &amp; J.Presl, nom. cons.</b></th></tr><tr><th><i>Areca passalacquae</i> Kunth in Passalacqua, Catalogue Raisonn&eacute; et Historique des Antiquit&eacute;s D&eacute;couvertes en &Eacute;gypte: 228&ndash; 229. 1826 [and in Ann. Sci. Nat. (Paris) 8: 420. 1826]</th><td>Desiccated? Fruits. Possibly in the Passalacqua collection in the Egyptian Museum in Berlin?</td><td>Pending typification</td><td><i>Medemia argun</i> (Mart.) W&uuml;rttemb. ex H.Wendl.</td><td>Kunth, 1826a,b; Buschan, 1895; Ibrahim &amp; Baker, 2009; Vartavan &amp; al., 2010</td></tr><tr><th><b>Fabaceae Lindl</b>.</th></tr><tr><th><i>Faba vulgaris</i> var. <i>celtica-nana</i> Heer, Pfl. Pfahlbauten: 22&ndash;23, fig. 44&ndash;47. 1865 [or var. <i>celtica</i>]</th><td>Carbonized seeds. &ldquo;[&hellip;] from the pile dwellings in Montelier at Murtnersee [&hellip;] the Petersinsel and [&hellip;] Parma; exactly the same form from a Roman settlement in Hungary can be found in the Museum of Industry in Lausanne&rdquo; (our trans.) [cf. Fig. 1A,B in this paper]</td><td>Pending typification</td><td><i>Vicia faba</i> L.</td><td>Heer, 1865, 1866; Deininger, 1892; Buschan, 1895; Jessen &amp; Helbaek, 1944; IFPNI, 2014</td></tr><tr><th><b>Juglandaceae DC. ex Perleb.</b></th></tr><tr><th><i>Juglans sieboldiana</i> subsp. <i>hosenjiana</i> Krysht. in J. Geol. Soc. Tokyo 25(296): 248. 20 Mai 1918</th><td>Hosenji, Shimosueyoshi, Tsurumi, Yokohama City, Kanagawa Prefecture, Japan</td><td>Pleistocene remains doubtfully archaeobotanical</td><td><i>Juglans mandshurica</i> var. <i>sachalinensis</i> (Komatsu) Kitam.</td><td>Kryshtofovich, 1918; IFPNI, 2014</td></tr><tr><th><b>Poaceae Barnhart, nom. cons</b>.</th></tr><tr><th>&ldquo; <i>Hordeum lagunculiforme</i> &rdquo; Bachteev in Dokl. Akad. Nauk. S.S.S.R., n.s., 110(1): 153. 1 Sep 1956</th><td>Carbonized grains, Tiritaki, near Kerch, Crimea Republic, &hellip; Teishebaini Castle, Karmir-Blur, left bank of Zanga River, below Erevan, Armenia; Uzerlik-Tepe &amp; Kul-Tepe, near Nakhichevan, Azerbaijan [cf. Fig. 2A,B in this paper]</td><td>Not validly published (Russian)</td><td><i>Hordeum vulgare</i> L.</td><td>Bachteev, 1956; IFPNI, 2014</td></tr><tr><th><i>Hordeum palaeoparalellum</i> A.A.H.Schulz in Ber. Deutsch. Bot. Ges. 34(8): 617. Nov 1916</th><td>Desiccated? Spikes from the six-rowed barley remains found in Ani&rsquo; s grave in Gebel&ecirc;n</td><td>Pending typification</td><td><i>Hordeum vulgare</i> L.</td><td>Schulz, 1916; IFPNI, 2014</td></tr><tr><th><i>Hordeum polystichum</i> var. <i>densum</i> Heer ex Deininger in Wosinsky, Pr&auml;hist. Schanzwerk Lengyel 3: 270. 1892</th><td>Based on &ldquo;Die dichte sechszeilige Gerste (Hordeum hexastichum, densum). Fig. 9&rdquo;; &ldquo;Ich habe sie nur von Robenhausen, Montelier und Parma&rdquo; (Heer, 1865: 13) [cf. Fig. 1E in this paper]</td><td>Valid publication questionable</td><td><i>Hordeum vulgare</i> L.</td><td>Heer, 1865, 1866; Deininger, 1892; Neuweiler, 1924; IFPNI, 2014</td></tr><tr><th><i>Hordeum polystichum</i> var. <i>pannonicum</i> Deininger in Wosinsky, Pr&auml;hist. Schanzwerk Lengyel 3: 270&ndash;271, fig. 3. 1892</th><td>Carbonized grains, Lengyel</td><td>Pending typification</td><td><i>Hordeum vulgare</i> L.</td><td>Deininger, 1892; Buschan, 1895</td></tr><tr><th><i>Hordeum polystichum</i> var. <i>sanctum</i> Heer ex Deininger in Wosinsky, Pr&auml;hist. Schanzwerk Lengyel 3: 267. 8 Jun 1892</th><td>Based on &ldquo;Die kleine Pfahlbautengerste (Hordeum hexastichumsanctum). Fig. 1 bis 8, vervollst&auml;ndigt S. 5 Fig. 3&rdquo;; &ldquo;von Robenhausen&rdquo; (Heer, 1865: 12) [cf. Fig. 1E,F in this paper]</td><td>Valid publication questionable</td><td><i>Hordeum vulgare</i> L.</td><td>Heer, 1865, 1866; Neuweiler, 1924; IFPNI, 2014</td></tr><tr><th><i>Hordeum spontaneum</i> var. <i>lagunculiforme</i> Bachteev in Bot. Zhurn. (Moscow &amp; Leningrad) 47: 847. 1962</th><td>Likely to be designated as epitype: &ldquo;Turkmen SSR, Ashgabat region, 40&ndash;50 km to the south-east. from the city of Ashgabat, a deposit along the foothill slopes of the Kopet-Dag, in the wide valley of the Kelte-Chinar river, near the village of Manysh, May 26, 1960, herbarium sheets 1&ndash;9, collected by F. Kh. Bakhteev; herbarium sheet 10 was collected by Bakhteev and A. N. Belavskaya June 1, 1961 Stored in Leningrad&rdquo; (Bachteev, 1962: 846&ndash;847; our trans.)</td><td>Pending typification</td><td><i>Hordeum vulgare</i> L.</td><td>Bachteev, 1962; IFPNI, 2014</td></tr><tr><th><i>Hordeum vulgare</i> var. <i>densum</i> Heer ex Neuweiler in Mitt. Antiquar. Ges. Z&uuml;rich 29(4): 257 [&ldquo;245&rdquo;] (113). 1924</th><td>Based on &ldquo;Die dichte sechszeilige Gerste (Hordeum hexastichum, densum). Fig. 9&rdquo;; &ldquo;Ich habe sie nur von Robenhausen, Montelier und Parma&rdquo; (Heer, 1865: 13)</td><td>Valid publication questionable</td><td><i>Hordeum vulgare</i> L.</td><td>Heer, 1865, 1866; Deininger, 1892; Neuweiler, 1924; IFPNI, 2014</td></tr><tr><th><i>Hordeum vulgare</i> var. <i>palaeoaegyptiacum</i> A.A.H.Schulz in Ber. Deutsch. Bot. Ges. 34(8): 616. Nov 1916</th><td>Desiccated? Spikes from the barley remains found in Ani&rsquo; s grave in Gebel&ecirc;n. From the larger memory model in the grave of Rahotep at Mer near Kusijeh. Spikes in the Egyptian Museum (Berlin) &hellip;</td><td>Pending typification</td><td><i>Hordeum vulgare</i> L.</td><td>Schulz, 1916; IFPNI, 2014</td></tr><tr><th><i>Hordeum vulgare</i> var. <i>sanctum</i> Heer ex Neuweiler in Mitt. Antiquar. Ges. Z&uuml;rich 29(4): 257 [&ldquo;245&rdquo;] (113). 1924</th><td>Based on &ldquo;Die dichte sechszeilige Gerste (Hordeum hexastichum, densum). Fig. 9&rdquo;; &ldquo;Ich habe sie nur von Robenhausen, Montelier und Parma&rdquo; (Heer, 1865: 13)</td><td>Valid publication questionable</td><td><i>Hordeum vulgare</i> L.</td><td>Heer, 1865, 1866; Neuweiler, 1924; IFPNI, 2014</td></tr><tr><th><i>Triticum aestivum</i> subsp. <i>compactum</i> var. <i>antiquorum</i> (Heer) H.Messik., Pfahlbauten Robenhausen: 81. Mar&ndash;5 Apr 1913</th><td>Carbonized spikes and grains, mainly from Robenhausen, but also, Moosfeedorf, Montelier and Olmuz &hellip;</td><td>Pending typification</td><td><i>Triticum aestivum</i> L.</td><td>Heer, 1865, 1866; Messikommer, 1913; IFPNI, 2014</td></tr><tr><th><i>Triticum aestivum</i> f. <i>antiquorum</i> (Heer) Neuweiler in Vierteljahrsschr. Naturf. Ges. Z&uuml;rich 80(1&ndash;2): 104. 24 Mai 1935</th><td>Carbonized spikes and grains, mainly from Robenhausen, but also, Moosfeedorf, Montelier and Olmuz &hellip;</td><td>Pending typification</td><td><i>Triticum aestivum</i> L.</td><td>Heer, 1865, 1866; Neuweiler, 1935; IFPNI, 2014</td></tr><tr><th><i>Triticum compactum</i> var. <i>antiquorum</i> (Heer) Flaksb. in Izv. Glavn. Bot. Sada S.S.S.R. 29(1&ndash;2): 85. 1930</th><td>Carbonized spikes and grains, mainly from Robenhausen, but also, Moosfeedorf, Montelier and Olmuz &hellip;</td><td>Pending typification</td><td><i>Triticum aestivum</i> L.</td><td>Heer, 1865, 1866; Flaksberger, 1930; IFPNI, 2014</td></tr><tr><th><i>Triticum compactum</i> var. <i>globiforme</i> Buschan, Vorgeschichtl. Bot. Cultur-Nutzpfl. Alten Welt: 11, 16&ndash;17. 1895</th><td>Cf. <i>T. vulgare</i> var. <i>antiquorum</i> Heer</td><td>Pending typification</td><td><i>Triticum aestivum</i> L.</td><td>Buschan, 1895</td></tr><tr><th><i>Triticum durum</i> var. <i>trojanum</i> Wittm. in Monatsschr. Vereines Bef&ouml;rd. Gartenbaues K&ouml;nigl. Preuss. Staaten. Ges. Gartenfr. Berlins 22(10): 479. Oct 1879</th><td>Troy [Hisarlik, Turkey]</td><td>Pending typification</td><td><i>Triticum turgidum</i> L.</td><td>Wittmack, 1879</td></tr><tr><th><i>Triticum monococcum</i> var. <i>trojanum</i> (Wittm.) Wittm. in Z. Ethnol. 22(6 [Verh. Berliner Ges. Anthropol., Ethnol. &amp; Urgeschichte]): 615. 20&ndash;31 Dec 1890</th><td>Troy [Hisarlik, Turkey]</td><td>Pending typification</td><td><i>Triticum monococcum</i> L.</td><td>Wittmack, 1890</td></tr><tr><th>&ldquo; <i>Triticum parvicoccum</i> &rdquo; Kislev in Israel J.</th><td>Carbonized grains and rachises from different sites, Bar-Ilan</td><td>Invalid</td><td><i>Triticum</i></td><td>Kislev, 1980, 1981, 1984, 2009;</td></tr><tr><th>Bot. 28(2): 97. Jun 1980</th><td>University</td><td>publication (English)</td><td><i>turgidum</i> L.</td><td>Tan, 1985; Kislev &amp; Melamed, 2000; Kislev &amp; al., 2006; IFPNI, 2014, Schultze-Motel, 2019</td></tr><tr><th><i>Triticum sativum</i> var. <i>scythicum</i> Deininger in Wosinsky, Pr&auml;hist. Schanzwerk Lengyel 3: 272&ndash;273, fig. 5. 1892</th><td>Carbonized grains, Lengyel</td><td>Pending typification</td><td><i>Triticum aestivum</i> L.</td><td>Deininger, 1892; Buschan, 1895</td></tr><tr><th><i>Triticum vulgare</i> var. <i>antiquorum</i> Heer, Pfl. Pfahlbauten: 13, fig. 14&ndash;18. 1865</th><td>Carbonized spikes and grains, mainly from Robenhausen, but also, Moosfeedorf, Montelier and Olmuz &hellip; [cf. Fig. 1C,D.1 in this paper]</td><td>Pending typification</td><td><i>Triticum aestivum</i> L.</td><td>Heer, 1865, 1866; Dyer, 1886; Deininger, 1892; Buschan, 1895; Flaksberger, 1930; Jessen &amp; Helbaek, 1944; IFPNI, 2014</td></tr><tr><th><i>Triticum vulgare</i> var. <i>trojanum</i> (Wittm.) Wittm. in Ber. Deutsch. Bot. Ges. 4(11): xxxiii. 19 Nov 1886</th><td>Troy [Hisarlik, Turkey]</td><td>Pending typification</td><td><i>Triticum aestivum</i> L.</td><td>Wittmack, 1886a,b</td></tr><tr><th><b>Polygonaceae Juss.</b></th></tr><tr><th><i>Polygonum erectum</i> subsp. <i>watsoniae</i> N.G.Muell. in Novon 25(2): 176. 2017</th><td>Type: U.S.A., Arkansas, Benton Co., Whitney Bluff rock shelter (3BE20), 1932, <i>W. Henbest &amp; C. Finger Jr. 32-57-5c</i> (holotype, UARK barcode UARK 20121)</td><td>Holotype at UARK designated as specimen 20121; isotype at Arkansas Museum</td><td><i>Polygonum erectum</i> L.</td><td>Mueller, 2017a,b, 2019</td></tr></tbody></table><p>(Continues)</p><p>(Continues)</p>

opencc-by-4.0Apr 2024View details →
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Training sessions for innovation procurers: methods lessons learned, best practices

<p>These webinars explore practical methods and key lessons learned from implementing innovation procurement, featuring insights from the BUILD project. Using real-world case studies from municipalities across Europe, they highlight effective strategies for overcoming procurement challenges and fostering collaboration between public buyers and the market. The sessions are ideal for public procurement professionals, policymakers, and stakeholders seeking actionable guidance on leveraging procurement as a tool for innovation and sustainability.<br><br>They are available here:<br><br><a href="https://www.youtube.com/watch?v=v-9blcYpK_g">Public procurers&rsquo; exchange of best practices - Innovation Procurement Task Force webinar insights</a></p> <p><a href="https://www.youtube.com/watch?v=EY759zLpmdU">Innovation Procurement Webinar: Methods and lessons learned by real cases - the BUILD Project</a></p>

opencc-by-4.0Sep 2024View details →
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Dataset for an article "Developing best practices for conducting STEM engineering projects in higher education"

<p>These articles are part of the dataset used in the article.&nbsp;</p> <p>These articles are anonymized manuscript drafts that were not published in the journal with other articles.</p> <p>Read more from LUMAT-B:<span> <a href="https://urn.fi/urn:nbn:fi:hulib:editori:lumatb.v9i17"> https://urn.fi/urn:nbn:fi:hulib:editori:lumatb.v9i17 </a> </span></p>

opencc-by-4.0Nov 2024View details →
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Figure 1 in Novel tools and best practices for education about invasive alien species

Figure 1. On the right: Franz Josef Glacier School student recording a European alder (Alnus glutinosa) sapling using the iNat app, New Zealand (Photo: Murray Dawson). On the left: High school students measuring tree diameter in an urban park, Portugal (Photo: Hélia Marchante) and the excavation of Bohemian knotweed (Fallopia bohemica) during a KORINA science camp, Germany (Photo: Katrin Schneider).

opencc-by-4.0Oct 2020View details →
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Fig. 6 in Developing Best Practice In Micropalaeontology: Examples From The Mid-Cretaceous Of The Zagros Mountains

Fig. 6 Further examples of relatively recent Zagros mid-Cretaceous biozonation schemes that utilize larger benthic foraminifera. No numerical scaling of the geological timescale is implied. The age assignments and taxonomic nomenclature are often outdat- ed, and the uncertainty precludes precise calibration of stage boundaries and the precise relationship of one zonal scheme to another.

opencc-by-4.0Feb 2022View details →
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Fig. 4 in Developing Best Practice In Micropalaeontology: Examples From The Mid-Cretaceous Of The Zagros Mountains

Fig. 4 Morphological variability (apical angle, test height and diameter) of the late Aptian – middle Albian Mesorbitolina texana (Roemer). a late Aptian Taft Formation of Central Iran. b late Aptian of Lebanon (from Schroeder and Neumann, 1985, pl. 36, fig. 2, topotype of Orbitolina discoidea var. libanica Henson; coll. F.R.S. Henson). Also note the convex test base in a and the central depression in b with a few final annular chambers.

opencc-by-4.0Feb 2022View details →
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Fig. 5 in Developing Best Practice In Micropalaeontology: Examples From The Mid-Cretaceous Of The Zagros Mountains

Fig. 5 Examples of relatively recent Zagros mid-Cretaceous biozonation schemes that utilize larger benthic foraminifera. No numerical scaling of the geological timescale is implied. The age assignments and taxonomic nomenclature are often outdated, and the uncertainty precludes precise calibration of stage boundaries and the precise relationship of one zonal scheme to another.

opencc-by-4.0Feb 2022View details →
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Fig. 2 in Developing Best Practice In Micropalaeontology: Examples From The Mid-Cretaceous Of The Zagros Mountains

Fig. 2 Lower- to mid-Cretaceous Orbitolinidae from Iran. a Subaxial section of Mesorbitolina sp. or Orbitolina sp. (= Dictyoconus pachymarginalis Schroeder in Dehghanian and Afghah, 2021, Fig. 7.4, Albian Kazhdumi Formation SW Iran). b–c Dictyoconus? pachymarginalis Schroeder, subaxial sections, Aptian Taft Formation, Central Iran. d "Dictyoconus pachymarginalis Schroeder" axial section (extracted from Afghah et al., 2014, fig. 11A), Cenomanian Sarvak Formation of SW Iran. e–f Persiconus sarvaki Yazdi-Moghadam &amp; Schlagintweit, axial and tangential sections, Cenomanian Sarvak Formation of SW Iran.

opencc-by-4.0Feb 2022View details →
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Fig. 1 in Developing Best Practice In Micropalaeontology: Examples From The Mid-Cretaceous Of The Zagros Mountains

Fig. 1 Optimal and sub-optimal workflows for the identification of larger benthic foraminifera. Following a review of identification, the identity of a specimen can be confirmed or downgraded to a non-specific identity. If the identification is confident based on morphological features, stratigraphic range extension is possible, but should be evaluated carefully if the vast majority of well-established records suggest a different age.

opencc-by-4.0Feb 2022View details →
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Fig. 3 in Developing Best Practice In Micropalaeontology: Examples From The Mid-Cretaceous Of The Zagros Mountains

Fig. 3 Early – mid-Cretaceous Zagros biozonations (mostly assemblage zones or biofacies) utilising larger benthic foraminifera. The Wynd (1965) zonation and Sissingh (1977) zonations are based on data presented in Motiei (1993). Sampò (1969) and Kalantari (1976) are published schemes, whilst that of Ammen &amp; Gharib (2014) is a scheme using more modern taxonomic concepts. LAD = Last Appearance Datum. FAD = First Appearance Datum. s.l. = sensu lato. No numerical scaling of the geological timescale is implied. The age assignments and taxonomic nomenclature are often outdated, and the uncertainty precludes precise calibration of stage boundaries and the precise relationship of one zonal scheme to another.

opencc-by-4.0Feb 2022View details →
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Fig. 20. A in Micro-computed tomography for natural history specimens: a handbook of best practice protocols

Fig. 20. A. Part of a pinned Omorgus gigas (Harold, 1872) beetle a few hundred slices away from the pinned area. B. The normal morphology of the beetle is no longer visible due to the metal artefact appearing in the pinned area. Image by the Royal Belgian Institute of Natural Sciences (RBINS) / DIGIT-3 Belspo, CC-BY-NC-ND Jonathan Brecko.

opencc-by-4.0Apr 2019View details →
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Fig. 15 in Micro-computed tomography for natural history specimens: a handbook of best practice protocols

Fig. 15. Polychaete specimen (Lumbrineris latreillii Audouin &amp; Milne Edwards, 1834) in a composite rendering showing the location of organs of interest within the animal. Soft tissues are volume-rendered, jaws were segmented individually and surface-rendered in different colours. The coloured arrows at the upper left corner indicate the orientation of the scanned specimen in three views (x, y and z axes). Image by HCMR micro-CT lab, CC-BY Sarah Faulwetter.

opencc-by-4.0Apr 2019View details →
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Fig. 1 in Micro-computed tomography for natural history specimens: a handbook of best practice protocols

Fig. 1. Schematic overview of the image acquisition process. Image by the Hellenic Centre for Marine Research (HCMR) micro-CT lab.

opencc-by-4.0Apr 2019View details →
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Fig. 19 in Micro-computed tomography for natural history specimens: a handbook of best practice protocols

Fig. 19. Scan of a marine worm (polychaete) with motion artefacts. The structures are not clearly defined due to specimen movement during the scanning procedure. Image by HCMR micro-CT lab.

opencc-by-4.0Apr 2019View details →
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Fig. 4 in Micro-computed tomography for natural history specimens: a handbook of best practice protocols

Fig. 4. Example of the projection images resulting from the scanning process. Image by HCMR micro- CT lab.

opencc-by-4.0Apr 2019View details →
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Fig. 22. A. Monkey vertebra without metal support. B. A in Micro-computed tomography for natural history specimens: a handbook of best practice protocols

Fig. 22. A. Monkey vertebra without metal support. B. A metal artefact (yellow arrow) is created due to the metal rod used to support a series of vertebrae on a mounted skeleton. Photo courtesy of the Royal Belgian Institute of Natural Sciences (RBINS) / DIGIT-3 Belspo, CC-BY-NC-ND Jonathan Brecko.

opencc-by-4.0Apr 2019View details →
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Fig. 3 in Micro-computed tomography for natural history specimens: a handbook of best practice protocols

Fig. 3. The spectrum generated by an X-ray generator at 100kV with and without filtering. Image generated by the simulation environment https://www.oem-xray-components.siemens.com/x-ray-spectra-simulation.

opencc-by-4.0Apr 2019View details →
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Fig. 21. A. 3D in Micro-computed tomography for natural history specimens: a handbook of best practice protocols

Fig. 21. A. 3D model of the Omorgus gigas (Harold, 1872) beetle after a quick segmentation, including the metal artefact. B. 3D model of the same specimen after manual removal of the pin in the Dragonfly software (http://www.theobjects.com/dragonfly/). Clicking on the image opens the 3D model. Photo courtesy of the Royal Belgian Institute of Natural Sciences (RBINS) / DIGIT-3 Belspo, CC-BY-NC-ND Jonathan Brecko.

opencc-by-4.0Apr 2019View details →
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Fig. 10. Measuring the maximum width W in Micro-computed tomography for natural history specimens: a handbook of best practice protocols

Fig. 10. Measuring the maximum width W (in pixels) of the projected specimen (as the distance from the rotation axis - dotted line - to the farthest end of the sample) to calculate the number of radiographs needed. This measurement is done for the angular position of the rotating platform where the projected specimen is the widest. For a complete rotation, the projected specimen would stay within the limits of the rectangle. Photo by MNHN.

opencc-by-4.0Apr 2019View details →
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Fig. 17 in Micro-computed tomography for natural history specimens: a handbook of best practice protocols

Fig. 17. Scan of a marine worm (polychaete) without (A) and with (B) ring artefacts correction during the reconstruction procedure. The red square indicates the presence of ring artefacts which are reduced in (B) following the ring artefacts correction. Images by HCMR micro-CT lab.

opencc-by-4.0Apr 2019View details →

ScienceDex guides

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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