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Figure 2 in Public risk perceptions associated with Asian carp introduction and corresponding response actions

Figure 2. Percentage of participants perceiving risk associated with nine different socioeconomic risks from a potential Asian carp invasion in Michigan, 2017 (n = 2,788). Colorcoded peaks on the radar indicate a higher percentage of participants perceived that socioeconomic risk as being more salient to the biological invasion compared to other risks depicted with the same color.

opencc-by-4.0Dec 2019View details →
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Figure 1 in Public risk perceptions associated with Asian carp introduction and corresponding response actions

Figure 1. Proportion of participants perceiving five different types of environmental impacts from a potential invasion of Asian Carp in Michigan as being low, medium or high risk, 2017 (n = 2,788).

opencc-by-4.0Dec 2019View details →
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Fig. 7. Correspondence between the 89 in Fisheries monitoring in Babel: fish ethnotaxonomy in a hotspot of common names

Fig. 7. Correspondence between the 89 names given by 14 Cumuruxatiba fishers to fresh specimen photographs' shown six months later. Numbers represent the number of species.

opencc-by-4.0Jun 2013View details →
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FIG. 3 in The significance of Buffon and Guéneau de Montbeillard's Histoire naturelle des oiseaux ([1765]-1783) in the taxonomy of birds: General presentation and correspondence between Buffon's "eagles" and the species acknowledged by Linnaeus (1758, 1766), Brisson (1759-1762), and Gmelin (1788-1789)

FIG. 3. — Planche enluminée 416: "Aigle des grandes Indes", by Martinet, in Buffon & Guéneau de Montbeillard (1771b). The represented (lost) specimen is the holotype of Falco indus Boddaert, 1783. Credits: Musée Buffon, Montbard.

opencc-zeroJul 2024View details →
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FIG. 2 in The significance of Buffon and Guéneau de Montbeillard's Histoire naturelle des oiseaux ([1765]-1783) in the taxonomy of birds: General presentation and correspondence between Buffon's "eagles" and the species acknowledged by Linnaeus (1758, 1766), Brisson (1759-1762), and Gmelin (1788-1789)

FIG. 2. — Planche enluminée 413: "le Jean-le Blanc", by Martinet, in Buffon & Guéneau de Montbeillard (1771b). The represented (lost) specimen belongs to the type series of Falco gallicus J. F. Gmelin, 1788. Credits: Musée Buffon, Montbard.

opencc-zeroJul 2024View details →
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FIG. 4 in The significance of Buffon and Guéneau de Montbeillard's Histoire naturelle des oiseaux ([1765]-1783) in the taxonomy of birds: General presentation and correspondence between Buffon's "eagles" and the species acknowledged by Linnaeus (1758, 1766), Brisson (1759-1762), and Gmelin (1788-1789)

FIG. 4. — Planche enluminée 417: "Aigle d'Amérique", by Martinet, in Buffon & Guéneau de Montbeillard (1771b). The represented (lost) specimen is the holotype of Falco americanus Boddaert, 1783. Credits: Musée Buffon, Montbard.

opencc-zeroJul 2024View details →
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FIG. 1. — Plate IV in The significance of Buffon and Guéneau de Montbeillard's Histoire naturelle des oiseaux ([1765]-1783) in the taxonomy of birds: General presentation and correspondence between Buffon's "eagles" and the species acknowledged by Linnaeus (1758, 1766), Brisson (1759-1762), and Gmelin (1788-1789)

FIG. 1. — Plate IV: "le Jean-le-Blanc", by De Sève, in Buffon & Guéneau de Montbeillard (1771a). Both represented (lost) specimens belong to the type series of Falco gallicus J. F. Gmelin, 1788. Credits: Musée Buffon, Montbard.

opencc-zeroJul 2024View details →
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Рис. 1. Географическое поΛожение Норского заповеΑника (А) и картосхема распоΛожения на его территории (Б) учетных пΛощаΑок с фитоценозами (L_1–L_7) на Αвух мониторинговых станциях (I–II). I — МаΛьцевская: L_1 — березняк с участием осины и Λиственницы рябинниковый вейниково-разнотравный; L_2 — осиново-беΛоберезовый рябинниковый вейниково-разнотравный Λес; L_3 — Λиственничник с участием березы пΛоскоΛистной осоково-вейниковый с разнотравьем; L_4 — беΛоберезово-Λиственничный с примесью осины роΑоΑенΑроновый бруснично-осоковый Λес; L_5 — закустаренный, преимущественно тавоΛгой ивоΛистной, разнотравно-вейниковый Λуг. II — Антоновская: L_6 — Λиственничник роΑоΑенΑроново-брусничный; L_7 — Λиственнично-беΛоберезовый с примесью пихты и еΛи закустаренный разнотравно-вейниковый Λес (коΑ типа местообитания соответствуют таковому в табΛ. 1 и 3 и на рис. 2) Fig. 1. Geographical location of the Norsky Nature Reserve (A) and the map (B) of registration sites with phytocenoses (L_1–L_7) at two monitoring stations (I–II). I — Maltsevskaya: L_1 — birch forest with aspen and larch, fieldfare reed-forb; L_2 — aspen-white-birch, fieldfare reed-forb forest; L_3 — larch forest with flat-leaved sedge-reed birch with forbs; L_4 — white-birch-larch with an admixture of aspen rhododendron lingonberry-sedge forest; L_5 — bushy, mostly meadowsweet, forb-reed grass meadow. II — Antonovskaya: L_6 — rhododendron-cowberry larch forest; L_7 — larch-white-birch with fir and spruce, shrubby forb-reed grass forest (the code of the habitat type corresponds to that in Tables 1 and 3 and in Fig. 2) in Structure and dynamics of the taxocenes of shrews in different habitats of the Norsky nature reserve

Рис. 1. Географическое поΛожение Норского заповеΑника (А) и картосхема распоΛожения на его территории (Б) учетных пΛощаΑок с фитоценозами (L_1–L_7) на Αвух мониторинговых станциях (I–II). I — МаΛьцевская: L_1 — березняк с участием осины и Λиственницы рябинниковый вейниково-разнотравный; L_2 — осиново-беΛоберезовый рябинниковый вейниково-разнотравный Λес; L_3 — Λиственничник с участием березы пΛоскоΛистной осоково-вейниковый с разнотравьем; L_4 — беΛоберезово-Λиственничный с примесью осины роΑоΑенΑроновый бруснично-осоковый Λес; L_5 — закустаренный, преимущественно тавоΛгой ивоΛистной, разнотравно-вейниковый Λуг. II — Антоновская: L_6 — Λиственничник роΑоΑенΑроново-брусничный; L_7 — Λиственнично-беΛоберезовый с примесью пихты и еΛи закустаренный разнотравно-вейниковый Λес (коΑ типа местообитания соответствуют таковому в табΛ. 1 и 3 и на рис. 2) Fig. 1. Geographical location of the Norsky Nature Reserve (A) and the map (B) of registration sites with phytocenoses (L_1–L_7) at two monitoring stations (I–II). I — Maltsevskaya: L_1 — birch forest with aspen and larch, fieldfare reed-forb; L_2 — aspen-white-birch, fieldfare reed-forb forest; L_3 — larch forest with flat-leaved sedge-reed birch with forbs; L_4 — white-birch-larch with an admixture of aspen rhododendron lingonberry-sedge forest; L_5 — bushy, mostly meadowsweet, forb-reed grass meadow. II — Antonovskaya: L_6 — rhododendron-cowberry larch forest; L_7 — larch-white-birch with fir and spruce, shrubby forb-reed grass forest (the code of the habitat type corresponds to that in Tables 1 and 3 and in Fig. 2)

opencc-by-4.0Dec 2023View details →
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Рис. 2. Ооцисты кокциΔий роΔа Eimeria, Isospora, Octosporella моΔифицированные, световая микроскопия (размеры увеΛичены в 400 раз, 1 ΔеΛение равно 10 мкм). A — ооцисты Eimeria изоΛированные из Testudo graeca из Апшеронской попуΛяции; B — ооцисты Isospora изоΛированные из Testudo graeca из Апшеронской попуΛяции; С — ооцисты Isospora изоΛированные из Teniadactylus caspius из Апшеронской попуΛяции; D — ооцисты Octosporella изоΛированные из Paralaudakia caucasia из Гобустанской попуΛяции. Автор: С. О. МамеΔова Fig. 2. Eimeria, Isospora, Octosporella oocysts (Magnification 1000 x, each segment corresponds to 10 μm): A — oocysts Eimeria found in Testudo graeca from Absheron population; B — oocysts Isospora found in Testudo graeca from Absheron population; C — oocysts Isospora found in Teniadactylus caspius from Absheron population; D — oocysts Octosporella found in Paralaudakia caucasia from Gobustan population. Author: S. O. Mamedova in Intestinal coccidia (Apicomplexa: Coccidia) in reptiles of Azerbaijan and anthropogenic influences on their prevalence

Рис. 2. Ооцисты кокциΔий роΔа Eimeria, Isospora, Octosporella моΔифицированные, световая микроскопия (размеры увеΛичены в 400 раз, 1 ΔеΛение равно 10 мкм). A — ооцисты Eimeria изоΛированные из Testudo graeca из Апшеронской попуΛяции; B — ооцисты Isospora изоΛированные из Testudo graeca из Апшеронской попуΛяции; С — ооцисты Isospora изоΛированные из Teniadactylus caspius из Апшеронской попуΛяции; D — ооцисты Octosporella изоΛированные из Paralaudakia caucasia из Гобустанской попуΛяции. Автор: С. О. МамеΔова Fig. 2. Eimeria, Isospora, Octosporella oocysts (Magnification 1000 x, each segment corresponds to 10 μm): A — oocysts Eimeria found in Testudo graeca from Absheron population; B — oocysts Isospora found in Testudo graeca from Absheron population; C — oocysts Isospora found in Teniadactylus caspius from Absheron population; D — oocysts Octosporella found in Paralaudakia caucasia from Gobustan population. Author: S. O. Mamedova

opencc-by-4.0Dec 2021View details →
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Рис. 1. Ооцисты криптоспориΔий моΔифицированные, световая микроскопия по метоΔу ЦиΛя — НиΛьсена (Henriksen, Pohlenz 1981) (размеры увеΛичены в 1000 раз, 1 ΔеΛение равно 10 мкм): A — ооцисты изоΛированные из Testudo graeca из Апшеронской попуΛяции; B — ооцисты изоΛированные из Paralaudakia caucasia из Гобустанской попуΛяции; С — ооцисты изоΛированные из Eremias arguta; D — ооцисты изоΛированные из Natrix tessellata из Апшеронской попуΛяции. Автор: С. О. МамеΔова Fig. 1. Cryptosporidium oocysts stained with carbol-fucsin (Henriksen, Pohlenz 1981) (Magnification 1000 x, each segment corresponds to 10 μm): A — oocysts found in Testudo graeca from Absheron population; B — oocysts found in Paralaudakia caucasia from Gobustan population; C — oocysts found in Eremias argute; D — oocysts found in Natrix tessellata from Absheron population. Author: S. O. Mamedova in Intestinal coccidia (Apicomplexa: Coccidia) in reptiles of Azerbaijan and anthropogenic influences on their prevalence

Рис. 1. Ооцисты криптоспориΔий моΔифицированные, световая микроскопия по метоΔу ЦиΛя — НиΛьсена (Henriksen, Pohlenz 1981) (размеры увеΛичены в 1000 раз, 1 ΔеΛение равно 10 мкм): A — ооцисты изоΛированные из Testudo graeca из Апшеронской попуΛяции; B — ооцисты изоΛированные из Paralaudakia caucasia из Гобустанской попуΛяции; С — ооцисты изоΛированные из Eremias arguta; D — ооцисты изоΛированные из Natrix tessellata из Апшеронской попуΛяции. Автор: С. О. МамеΔова Fig. 1. Cryptosporidium oocysts stained with carbol-fucsin (Henriksen, Pohlenz 1981) (Magnification 1000 x, each segment corresponds to 10 μm): A — oocysts found in Testudo graeca from Absheron population; B — oocysts found in Paralaudakia caucasia from Gobustan population; C — oocysts found in Eremias argute; D — oocysts found in Natrix tessellata from Absheron population. Author: S. O. Mamedova

opencc-by-4.0Dec 2021View details →
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Рис. 1. Пункты сбора материаΛов в районе Ботчинского заповеΑника. Пункты сбора обозначены красными кружками, наибоΛее крупный из которых соответствует основному месту сбора — корΑону «ТепΛый КΛюч». Номера пунктов сбора соответствуют номерам в тексте при их описании. БΛизко распоΛоженные пункты сборов показаны оΑним симвоΛом Fig. 1. Points of collection of materials in the area of the Botchinsky Nature Reserve. Collection points are marked with red circles, the largest of which corresponds to the main collection point — the cordon "Teply Klyuch". The collection point numbers correspond to the numbers in the text when they are described. Closely located collection points are shown with one symbol in Fauna of the geometrid moths (Lepidoptera, Geometridae) of the eastern Sikhote-Alin in the area of the Botchinsky State Nature Reserve I: History of research and subfamilies Archiearinae, Ennominae, Desmobathrinae, and Geometrinae

Рис. 1. Пункты сбора материаΛов в районе Ботчинского заповеΑника. Пункты сбора обозначены красными кружками, наибоΛее крупный из которых соответствует основному месту сбора — корΑону «ТепΛый КΛюч». Номера пунктов сбора соответствуют номерам в тексте при их описании. БΛизко распоΛоженные пункты сборов показаны оΑним симвоΛом Fig. 1. Points of collection of materials in the area of the Botchinsky Nature Reserve. Collection points are marked with red circles, the largest of which corresponds to the main collection point — the cordon "Teply Klyuch". The collection point numbers correspond to the numbers in the text when they are described. Closely located collection points are shown with one symbol

opencc-by-4.0Dec 2022View details →
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Fig. 3. Haplotype networks for A. oahuensis. Panels correspond with the 12S in Tuerkayana latens Ng and Hsi-Te Shih 2023, n. sp.

Fig. 3. Haplotype networks for A. oahuensis. Panels correspond with the 12S rDNA gene (Panel A), 16S rDNA gene (Panel B), COI (Panel C), and H3A (Panel D). Colors and locality IDs correspond with those used in all other Figures. Black circles represent unsampled (i.e., missing) haplotypes, with the size of circles proportional to the frequency at which each haplotype was recovered.

opencc-by-4.0Apr 2023View details →
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Datasets for sandboxing use case SUC3 corresponding to cyber attacks affecting the differential protection scheme of a HV transformer

<p><span>These datasets reflect two main scenarios (S1-S2) associated to the operation of a sandboxing use case SUC3 corresponding to cyber attacks affecting the differential protection scheme of a HV transformer. Details about are illustrated in Section 1.3 of the supporting document. These scenarios analyse the operation of the digital twin of the IEEE 9-bus system and the differential protection scheme under healthy conditions, cyber-attack on communication channels of IEC 61850 Sample Values (SVs) protocol, and a fault in HV side of a transformer in the power system. The scenarios are presented with selected time-series plots in Section 1.3, accompanied a detailed analysis of the processes included and an impact assessment. Thus, d</span><span>uring execution of each scenario, data such as electrical measurements were captured and are collected</span> in the form of the datasets presented here.</p> <p>Specifically,&nbsp;</p> <ul> <li>SUC3/S1 <strong>Differential protection operation during transformer fault</strong> corresponds to the dataset of first scenario (S1) of the third sandboxing use case (SUC3) of the KIOS CoE Sandboxing for cyber-physical analysis of EPES, which examines the operation of differential protection scheme (implemented in Typhoon controller) for a HV/MV transformer. The protection scheme receives data sent through IEC 61850 SVs from the two sides of the transformer. Specifically, this dataset corresponds to the first scenario (S1) of SUC3, where a short-circuit occurred on the HV side of a HV/MV transformer of the system. More details about the scenario related to this dataset can be found in Section 1.3.1 of the supporting document. This dataset includes electrical measurements of the current flow, in RMS and sinusoidal format, from the HV and MV sides of HV/MV transformer of the digital twin of the IEEE 9-bus system. The dataset is provided in the form of time-series measurements available as MATLAB (.mat) and CSV files which were recorded with a 30-second and 40-second time resolution, respectively. The measurements of RMS values were recorded by the Typhoon controller, while the sinusoidal measurements were recorder by OPAL-RT.</li> <li>SUC3/S2 <strong>MITM with FDI cyber-attack in the SVs of HV transformer side</strong> corresponds to the dataset of the second scanario (S2) of the third sandboxing use case (SUC3) of the KIOS CoE Sandboxing for cyber-physical analysis of EPES, which&nbsp; examines a MITM with FDI cyber-attack is conducted on the measurements of the HV side of the transformer, virtually implemented within the&nbsp;sandboxing, and introduces a multiplicative change to the current measurements before&nbsp;they are received by the differential protection scheme via IEC 61850 protocol. Section&nbsp;1.3.1 of the supporting document provides more details about the scenario related to this<br>dataset.&nbsp;This dataset includes electrical measurements of the current flow, in RMS and sinusoidal&nbsp;format, from the HV and MV sides of HV/MV transformer of the digital twin of the IEEE 9-bus system. The dataset is provided in the form of time-series measurements available as&nbsp;MATLAB (.mat) and CSV files which were recorded with a 30-second and 40-second time&nbsp;resolution, respectively. The measurements of RMS values were recorded by the Typhoon&nbsp;controller, while the measurements from the sine waves were recorder by OPAL-RT.</li> </ul>

opencc-by-4.0Jul 2024View details →
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Fig. 3 Canonical correspondence analysis. Only axes 1 and 2 are shown. Type 2 in Evaluating the correlation between area, environmental heterogeneity, and species richness using terrestrial isopods (Oniscidea) from the Pontine Islands (West Mediterranean)

Fig. 3 Canonical correspondence analysis. Only axes 1 and 2 are shown. Type 2 scaling is shown. A right-angled projection of a point representing a response variable (ecological categories of species) onto an arrow representing an explanatory variable (biotope type)

opencc-by-4.0Oct 2021View details →
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Figure 6. (a1), (a2), (a3), (a4), (a5), (a6), (a7) and (a8) watermarked image is degraded respectively through JPEG2000 compression, JPEG compression, median filtering, adding Salt&Pepper noise, rotating, center cropping, surrounding cropping and scaling. (b1), (b2), (b3), (b4), (b5), (b6), (b7) and (b8) The corresponding extracted watermarks.-Discrete Wavelet Transform Method: A New Optimized Robust Digital Image Watermarking Scheme

<p>This paper has described a scheme for digital watermarking of still images based on discrete<br> wavelet transform. In the proposed method, the embedded logo watermark can be extracted without<br> access to the original image. It has been confirmed that the proposed watermarking method is able<br> to extract the embedded logo watermark from the watermarked images that have degraded through<br> compression, filtering, cropping and scaling. Although this algorithm is not robust against rotation,<br> it can completely extract the watermark from watermarked images that lose about 35% of their<br> areas by cropping attack.</p>

opencc-by-4.0Jun 2012View details →
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Figure 1. (a) Part of the acrylic structure where the patient is enclosed to avoid external stimulus; (b) Chin rest, corresponding proportions and measurements.-Design of a Novel Servo-motorized Laser Device for Visual Pathways Diseases Therapy

<p>The device consists mainly of an acrylic semi-spherical structure (Figure 1(a)) where visual<br> stimuli will be shown, according to a pre-designed therapy. Four servomotors will drive the lasers,<br> two inside the structure (short distances drive the lasers, two inside the structure (short distance<br> therapies) and two outside (middle-long distance therapies). A chin-rest must be used to have a<br> better line of sight fixation. A webcam with infrared light will catch the Purkinje-Sanson images to<br> identify the sight line (Borah, 2006; Halswanter, 2011; Pambakian et al., 2000). LabVIEW software<br> is used to control the device, including an audio stimulus along with an image-processing pipeline.<br> Finally a microcontroller is used to control the servo movements, laser beams and buzzers.</p>

opencc-by-4.0Aug 2015View details →
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Text-fig. 9.—Anterior portion of maxilla of the Jordan theropod (stippled) compared with the corresponding region of the maxillae of other tyrannosaurs. All reproduced to equal length from anterior end of maxilla to anterior margin of antorbital recess (this length in the actual specimens differs by less than 15 percent). A, Juvenile Tyrannosaurus rex. B, Albertosaurus lancensis. C, Juvenile Albertosaurus libratus (AMNH 5664). (A, redrawn from Lawson, 1976; B and C, redrawn from Gilmore, 1946). in A new Theropod Dinosaur from the Upper Cretaceous of Central Montana

Text-fig. 9.—Anterior portion of maxilla of the Jordan theropod (stippled) compared with the corresponding region of the maxillae of other tyrannosaurs. All reproduced to equal length from anterior end of maxilla to anterior margin of antorbital recess (this length in the actual specimens differs by less than 15 percent). A, Juvenile Tyrannosaurus rex. B, Albertosaurus lancensis. C, Juvenile Albertosaurus libratus (AMNH 5664). (A, redrawn from Lawson, 1976; B and C, redrawn from Gilmore, 1946).

opencc-by-4.0Apr 1977View details →
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Text-fig. 5. Platanaceae 1–3. Macginitiea nobilis (NEWBERRY) comb. nov. 1. This specimen is labeled as corresponding to Newberry 1898, pl. 50, fig. 1 although it does not match the published drawing exactly. From near Fort Clark, North Dakota, USNM 6964. 2. Lectotype from Newberry (1898, pl. 34), from near Fort Clark, North Dakota; composite picture assembled from images of both counterparts. USNM 1070. 3. Trilobed leaf from Seven Mile Creek, Montana (orig. figured as Platanus nobilis NEWBERRY by Ward 1886, pl. 41, fig. 1). USNM 4093. 4. Platananthus speirsae PIGG et STOCKEY axis with at least 9 attached pedunculate staminate inflorescences (arrows), Seven Mile Creek, Montana (orig. Ward 1885b, pl. 32, fig. 7), USNM 4225. Scale bars 5 cm. in Revisions To Roland Brown'S North American Paleocene Flora

Text-fig. 5. Platanaceae 1–3. Macginitiea nobilis (NEWBERRY) comb. nov. 1. This specimen is labeled as corresponding to Newberry 1898, pl. 50, fig. 1 although it does not match the published drawing exactly. From near Fort Clark, North Dakota, USNM 6964. 2. Lectotype from Newberry (1898, pl. 34), from near Fort Clark, North Dakota; composite picture assembled from images of both counterparts. USNM 1070. 3. Trilobed leaf from Seven Mile Creek, Montana (orig. figured as Platanus nobilis NEWBERRY by Ward 1886, pl. 41, fig. 1). USNM 4093. 4. Platananthus speirsae PIGG et STOCKEY axis with at least 9 attached pedunculate staminate inflorescences (arrows), Seven Mile Creek, Montana (orig. Ward 1885b, pl. 32, fig. 7), USNM 4225. Scale bars 5 cm.

opencc-by-4.0Dec 2014View details →
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Text-fig. 1. A. Preserved part of Kučlín specimen No. Pa 24 (foto B. Ekrt); B. For comparison, a corresponding part of a Paleogene ungulate of the genus Phenacodus (Gregory 1951, modified). Abbreviations: il – ilium, Lu – lumbar vertebrae, Th – thoracic vertebrae. in Mammal Discovery In Kučlín Diatomite

Text-fig. 1. A. Preserved part of Kučlín specimen No. Pa 24 (foto B. Ekrt); B. For comparison, a corresponding part of a Paleogene ungulate of the genus Phenacodus (Gregory 1951, modified). Abbreviations: il – ilium, Lu – lumbar vertebrae, Th – thoracic vertebrae.

opencc-by-4.0Nov 2011View details →
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Figure. Constrained ordination plot as produced from canonical correspondence analysis (CCA). The variability of environmental variables is summarized on Axis 1 and Axis 2 of the constrained biplot, explaining the variability of the trophic groups included in the red fox's diet. Trophic groups are shown with black line (unfilled) pyramids, whereas environmental variables are shown with black filled pyramids. Proximity and distance of response centroids to predictor centroids indicate positive and negative correlations between them, respectively. in Factors affecting the diet of the red fox (Vulpes vulpes) in a heterogeneous Mediterranean landscape

Figure. Constrained ordination plot as produced from canonical correspondence analysis (CCA). The variability of environmental variables is summarized on Axis 1 and Axis 2 of the constrained biplot, explaining the variability of the trophic groups included in the red fox's diet. Trophic groups are shown with black line (unfilled) pyramids, whereas environmental variables are shown with black filled pyramids. Proximity and distance of response centroids to predictor centroids indicate positive and negative correlations between them, respectively.

opencc-by-4.0Apr 2015View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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