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Fig. 3. A. Gaertnera spicata fruits. B. Gaertnera cooperi fruits. A from Lachenaud & Walters 1163. Photo O.L.S. Lachenaud. B in Description of Gaertnera luteocarpa (Gentianales: Rubiaceae), with two subspecies, a new forest shrub species from Liberia, Ivory Coast and Ghana
Fig. 3. A. Gaertnera spicata fruits. B. Gaertnera cooperi fruits. A from Lachenaud & Walters 1163. Photo O.L.S. Lachenaud. B from Jongkind, de Wet & Sambolah 12104. Photo C.C.H. Jongkind.
SilkFusion_Kick-off_group photo
<p>Attendees at the SilkFusion Kick-off meeting, Palazzo Bellisomi-Vistarino, Pavia, Italy, 23-24th November 2017.</p>
Photos and measurements of otoliths from fish caught in the southern part of the North Sea
<p><em>Photos and measurements of otoliths from fish caught in the southern part of the North Sea</em> is a photo dataset published by the <a href="https://www.inbo.be/en">Research Institute for Nature and Forest (INBO)</a>. It contains photos of fish otoliths – taken by a binocular microscope on a black background and edited to include a ruler – and measurement/reference data for these otoliths and fish. The dataset can be used as reference data to identify fish species in the southern part of the North Sea based on their otoliths, e.g. dietary/food ecology research of seabirds.</p> <p><strong>Files</strong></p> <ul> <li><strong>reference_data.csv</strong>: Fish information (scientific name, sampling information, length) and otolith measurements (width/height). Each row corresponds to a fish, which <code>fish_id</code> can be found in the otolith photo name.</li> <li><strong>Scientific name.zip</strong>: Photos of otoliths, grouped by species. Photo names are of the form <code>fish_id_suffix.jpg</code>, where <code>suffix</code> indicates if it was a left (<code>Lx</code>) or right (<code>Rx</code>) sagittal otolith or a smaller lapillus/asteriscus (<code>Bx</code>) otolith.</li> </ul>
FT50 Grenser (3) 6-key fagottino: measurements, photos, endoscopic video
<p>Dataset of FT50 Grenser (3) 6-key fagottino containing detailed external and internal measurements, photos, and an endoscopic video. A CT-3D scan of this instrument exists. Instrument data and photo material provided by Dr. Tom Lerch, Leiter der Restaurierung-<br> Musikinstrumenten-Museum, Staatliches Institut für Musikforschung PK, Berlin.</p>
FT42 Savary Jeune (11) 11-key tenoroon: measurements, photos, endoscopic video
<p>Dataset of FT42 Savary Jeune (11) 12-key tenoroon containing detailed external and internal measurements, photos, and an endoscopic video. </p>
IODP Expedition 368X RGB channels (calculated from core photos)
<p>Red, green, and blue pixel data were extracted from Section Half Imaging Logger (SHIL) linescan images, typically binned at 0.5 cm resolution using the central 2 cm of the image.</p>
Fig. 4 in Photo-identification as a technique for recognition of individual fish: a test with the freshwater armored catfish Rineloricaria aequalicuspis Reis & Cardoso, 2001 (Siluriformes: Loricariidae)
Fig. 4. Percentage of correct matches (a) and expended minutes (b) between naked-eye and computer-assisted field test photo-identification for individual recognition of Rineloricaria aequalicuspis (n = 9). Boxplots show median (central thicker line), first and third quartile (box limits), 95% confidence interval of median (whiskers), and outliers.
Fig. 3 in Photo-identification as a technique for recognition of individual fish: a test with the freshwater armored catfish Rineloricaria aequalicuspis Reis & Cardoso, 2001 (Siluriformes: Loricariidae)
Fig. 3. Variation in number, shape, size and organization of the bony plates covering the abdominal surface of six different Rineloricaria aequalicuspis individuals with more than 10 cm total length. These are examples of photographs taken during the field test. (a) 175 mm TL; (b) 138 mm TL; (c) 156 mm TL; (d) 145 mm TL; (e) 141 mm TL; (f) 151 mm TL.
Fig. 2 in Photo-identification as a technique for recognition of individual fish: a test with the freshwater armored catfish Rineloricaria aequalicuspis Reis & Cardoso, 2001 (Siluriformes: Loricariidae)
Fig. 2. Diagram showing the steps employed to assess the performance of photo-identification technique in laboratory (a) and field (b) conditions for Rineloricaria aequalicuspis.
Fig. 1 in Photo-identification as a technique for recognition of individual fish: a test with the freshwater armored catfish Rineloricaria aequalicuspis Reis & Cardoso, 2001 (Siluriformes: Loricariidae)
Fig. 1. Lateral, dorsal and ventral views of a Rineloricaria aequalicuspis individual (110 mm TL). Ventral view shows the arrangement of the abdominal plates. Photograph courtesy of L. R. Malabarba.
IODP Expedition 366 RGB channels (calculated from core photos)
<p>Red, green, and blue pixel data were extracted from Section Half Imaging Logger (SHIL) linescan images, typically binned at 0.5 cm resolution using the central 2 cm of the image.</p>
Dataset for Application of Recommender Systems on Police Photo Lineup Assembling task
<p>For more information about the Recommender Systems for Police Photo Lineup project, please visit: http://www.ksi.mff.cuni.cz/~peska/lineup/paper.pdf</p> <p>The dataset consists of two parts:</p> <p><strong>The raw dataset </strong>contains visual and attribute-based desriptors of the list of candidate persons:</p> <p>- personsCB_IDs.csv: ordered list of persons IDs<br> - personsData.csv: raw attribute features of the persons<br> - personsCBVectors.csv: derived binary attribute-features with TF-IDF applied. The ordering of records is the same as in personsCB_IDs.csv<br> - personsVectors.csv: derived visual descriptors of persons' images. Probability layer of VGG-Face CNN was applied for this task. The ordering of records is the same as in personsCB_IDs.csv.</p> <p><strong>The implicit feedback dataset</strong> (feedbackDatasetCB-RSFeatures.csv) contains information received from the user-study on lineup assembling task performed by seven domain experts. This table has following structure:</p> <p>- evaluatorID;<br> - lineupID (id of the suspect);<br> - candidateID (person recommended to this particular suspect);<br> - calculated content-based similarity<br> - selection (1 if evaluator selected this candidate, 0 otherwise);<br> - substraction of CB features of the suspect and the candidate (this can be simply modified by accessing raw dataset to contain visual descriptors or any other combination of features)</p> <p> </p>
Interview and photos, castello delle cerimonie, Napoli (VIWP_03_IT_240123)
<p>Interview with Donna Imma und Matteo</p> <p>castello delle cerimonie</p> <p>Host Italian RTV Show</p> <p>24 January 2023</p>
РИС. 1. Раковины ювенильных крымских клауЗиллид (A–C). A. Mentissa gracilicosta, г. КоШка, СимеиЗ, coll. В. Н. Попов, det. С. В. Леонов. B. Mentissa canalifera, окрестности с. Краснолесье, 23.08.2002, сoll.&det. С. В. Леонов. C. Cochlodina laminata, Артек «Дубрава», 27.05.1999, coll.?, det. С.В. Леонов. Раковины половоЗрелых Balea perversa (D–G). D. Между Виклебю и Ресмо, остров Эланд, ШвециЯ, 07.1958 (фото F. Welter-Shultes). Е. Девичий Замок, Палава, ЮжнаЯ МоравиЯ, ЧехиЯ, 26.09.1998 (фото M. Horsák). F. РаЗвалины Замка РейнграфенШтайн блиЗ Бад-Мюнстер-ам-Штайн, Рейнланд-Пфальц, ГерманиЯ (фото А. В. Сысоев). G. Яйла Южной Демерджи, АлуШта, Республика Крым, РоссиЯ, 14.11.2002, сoll. Н. М. Ковблюк, det. С. В. Леонов. Все иЗображениЯ в одном масШтабе. FIG. 1. Shells of juvenile Crimean clausillids (A–C). A. Mentissa gracilicosta, Koshka mountain, Simeiz, coll. V. N. Popov, det. S. V. Leonov. B. Mentissa canalifera, near Krasnolesye village, 23.08.2002, coll.&det. S. V. Leonov. C. Cochlodina laminata, Artek "Dubrava", 27.05.1999, coll.?, det. S.V. Leonov. Adult Balea perversa shells (D–G). D. Sweden, Öland, between Vickleby and Resmo, 07.1958 (photo F. Welter-Shultes). E. Dívčí hrad, South Moravia, Czech Republic, 26.09.1998 (photo by M. Horsák). F. Ruins of the Rheingrafenstein Castle near Bad Munster am Stein, Rheineland-Pfalz, Germany (photo by A.V. Sysoev). G. Yayla Yuzhnaya Demerdzhi, Alushta, Republic of Crimea, Russia, 14.11.2002, coll. N. M. Kovblyuk, det. S. V. Leonov. All images are at the same scale. in О достоверности находок Balea perversa (Gastropoda: Pulmonata: Clausiliidae) в Крыму
РИС. 1. Раковины ювенильных крымских клауЗиллид (A–C). A. Mentissa gracilicosta, г. КоШка, СимеиЗ, coll. В. Н. Попов, det. С. В. Леонов. B. Mentissa canalifera, окрестности с. Краснолесье, 23.08.2002, сoll.&det. С. В. Леонов. C. Cochlodina laminata, Артек «Дубрава», 27.05.1999, coll.?, det. С.В. Леонов. Раковины половоЗрелых Balea perversa (D–G). D. Между Виклебю и Ресмо, остров Эланд, ШвециЯ, 07.1958 (фото F. Welter-Shultes). Е. Девичий Замок, Палава, ЮжнаЯ МоравиЯ, ЧехиЯ, 26.09.1998 (фото M. Horsák). F. РаЗвалины Замка РейнграфенШтайн блиЗ Бад-Мюнстер-ам-Штайн, Рейнланд-Пфальц, ГерманиЯ (фото А. В. Сысоев). G. Яйла Южной Демерджи, АлуШта, Республика Крым, РоссиЯ, 14.11.2002, сoll. Н. М. Ковблюк, det. С. В. Леонов. Все иЗображениЯ в одном масШтабе. FIG. 1. Shells of juvenile Crimean clausillids (A–C). A. Mentissa gracilicosta, Koshka mountain, Simeiz, coll. V. N. Popov, det. S. V. Leonov. B. Mentissa canalifera, near Krasnolesye village, 23.08.2002, coll.&det. S. V. Leonov. C. Cochlodina laminata, Artek "Dubrava", 27.05.1999, coll.?, det. S.V. Leonov. Adult Balea perversa shells (D–G). D. Sweden, Öland, between Vickleby and Resmo, 07.1958 (photo F. Welter-Shultes). E. Dívčí hrad, South Moravia, Czech Republic, 26.09.1998 (photo by M. Horsák). F. Ruins of the Rheingrafenstein Castle near Bad Munster am Stein, Rheineland-Pfalz, Germany (photo by A.V. Sysoev). G. Yayla Yuzhnaya Demerdzhi, Alushta, Republic of Crimea, Russia, 14.11.2002, coll. N. M. Kovblyuk, det. S. V. Leonov. All images are at the same scale.
РИС. 1. Раковины Digyrcidum и Bithynia иЗ водоемов Тюменской области: A. Digyrcidum bourguignati иЗ оЗ. Кривое, 30.07.2015. B. D. starobogatovi иЗ устьЯ р. Вагай, 06.07.2012. C. Bithynia curta иЗ оЗ. Каракундус, 09.07.2012. D. B. tentaculata иЗ старицы р. ИртыШ, 02.07.2005. E. B. decipiens иЗ оЗ. АрбаШ, 07.07.2012. F. B. producta иЗ р. Ирюм, 15.06.2012. МасШтаб: 1 мм. Фото Н.И. Андреева FIG. 1. Shells of Digyrcidum and Bithynia species of the Tyumen Region waterbodies. A. Digyrcidum bourguignati, Krivoye Lake, 30.07.2015.B. D. starobogatovi, the Vagai River mouth, 06.07.2012. C. Bithynia curta, Karakundus Lake, 09.07.2012. D. B. tentaculata, an oxbow of the Irtysh River, 02.07.2005. E. B. decipiens, Arbash Lake, 07.07.2012. F. B. producta, Iryum River, 15.06.2012. Scale bars: 1 mm. Photos: N.I. Andreyev. in Моллюски семейства Bithyniidae (Mollusca, Gastropoda) Тюменской области
РИС. 1. Раковины Digyrcidum и Bithynia иЗ водоемов Тюменской области: A. Digyrcidum bourguignati иЗ оЗ. Кривое, 30.07.2015. B. D. starobogatovi иЗ устьЯ р. Вагай, 06.07.2012. C. Bithynia curta иЗ оЗ. Каракундус, 09.07.2012. D. B. tentaculata иЗ старицы р. ИртыШ, 02.07.2005. E. B. decipiens иЗ оЗ. АрбаШ, 07.07.2012. F. B. producta иЗ р. Ирюм, 15.06.2012. МасШтаб: 1 мм. Фото Н.И. Андреева FIG. 1. Shells of Digyrcidum and Bithynia species of the Tyumen Region waterbodies. A. Digyrcidum bourguignati, Krivoye Lake, 30.07.2015.B. D. starobogatovi, the Vagai River mouth, 06.07.2012. C. Bithynia curta, Karakundus Lake, 09.07.2012. D. B. tentaculata, an oxbow of the Irtysh River, 02.07.2005. E. B. decipiens, Arbash Lake, 07.07.2012. F. B. producta, Iryum River, 15.06.2012. Scale bars: 1 mm. Photos: N.I. Andreyev.
РИС. 3. Пенисы моллюсков сем. Bithyniidae иЗ водоемов Тюменской области. A. Bithynia tentaculata, B. B. decipiens, C. B. curta, D. B. producta, E. Boreoelona contortrix, F.Opisthorchophorus troscheli, G. O. baudonianus, H. O. abakumovae, I. Boreoelona sibirica, J. Paraelona socialis, K. P. milachevitchi, L. Digyrcidum bourguignati, M. Boreoelona sp., N. Digyrcidum starobogatovi. МасШтабнаЯ линейка 1 мм. Фото: Н.И. Андреев. FIG. 3. The penes of the bithyniid species from Tyumen Region. A. Bithynia tentaculata, B. B. decipiens, C. B. curta, D. B. producta, E. Boreoelona contortrix, F.Opisthorchophorus troscheli, G. O. baudonianus, H. O. abakumovae, I. Boreoelona sibirica, J. Paraelona socialis, K. P. milachevitchi, L. Digyrcidum bourguignati, M. Boreoelona sp., N. Digyrcidum starobogatovi. Scale bars: 1 mm. Photos: N.I. Andreyev. in Моллюски семейства Bithyniidae (Mollusca, Gastropoda) Тюменской области
РИС. 3. Пенисы моллюсков сем. Bithyniidae иЗ водоемов Тюменской области. A. Bithynia tentaculata, B. B. decipiens, C. B. curta, D. B. producta, E. Boreoelona contortrix, F.Opisthorchophorus troscheli, G. O. baudonianus, H. O. abakumovae, I. Boreoelona sibirica, J. Paraelona socialis, K. P. milachevitchi, L. Digyrcidum bourguignati, M. Boreoelona sp., N. Digyrcidum starobogatovi. МасШтабнаЯ линейка 1 мм. Фото: Н.И. Андреев. FIG. 3. The penes of the bithyniid species from Tyumen Region. A. Bithynia tentaculata, B. B. decipiens, C. B. curta, D. B. producta, E. Boreoelona contortrix, F.Opisthorchophorus troscheli, G. O. baudonianus, H. O. abakumovae, I. Boreoelona sibirica, J. Paraelona socialis, K. P. milachevitchi, L. Digyrcidum bourguignati, M. Boreoelona sp., N. Digyrcidum starobogatovi. Scale bars: 1 mm. Photos: N.I. Andreyev.
РИС. 2. Раковины Opisthorchophorus, Paraelona и Boreoelona иЗ водоемов Тюменской области: A. Opisthorchophorus troscheli иЗ оЗ. Кривое, 30.07.2015. B. O. abacumovae иЗ р. Ирюм, 25.08.2015. C. O. baudonianus иЗ р. Ирюм, 02.07.2015. D. Paraelona socialis иЗ р. Ирюм, 02.07.2015. E. Paraelona milachevitchi иЗ р. Ирюм, 02.07.2015. F. Boreoelona sp. иЗ беЗымЯнного оЗера в пойме р. БольШой Балык, 02.06.2019. G. B. contortrix иЗ беЗымЯнного оЗера в пойме р. БольШой Балык, 02.06.2019. H. B. sibirica иЗ беЗымЯнного оЗера в пойме р. БольШой Балык, 02.06.2019. МасШтаб: 1 мм. Фото Н.И. Андреева. FIG. 2. Shells of Opisthorchophorus, Paraelona and Boreoelona species of the Tyumen Region waterbodies. A. Opisthorchophorus troscheli, Krivoye Lake, 30.07.2015. B. O. abacumovae, Iryum River, 25.08.2015. C. O. baudonianus, Iryum River, 02.07.2015. D. Paraelona socialis иЗ р. Ирюм 02.07.2015. E. Paraelona milachevitchi, Iryum River, 02.07.2015. F. Boreoe - lona sp., an unnamed lake in the Bolshoy Balyk River floodplain 02.06.2019, G. B. contortrix, Iryum River, 15.07.2012. H. B. sibirica, an unnamed lake in the Bolshoy Balyk River floodplain, 02.06.2019. Scale bars: 1 mm. Photos: N.I. Andreyev. in Моллюски семейства Bithyniidae (Mollusca, Gastropoda) Тюменской области
РИС. 2. Раковины Opisthorchophorus, Paraelona и Boreoelona иЗ водоемов Тюменской области: A. Opisthorchophorus troscheli иЗ оЗ. Кривое, 30.07.2015. B. O. abacumovae иЗ р. Ирюм, 25.08.2015. C. O. baudonianus иЗ р. Ирюм, 02.07.2015. D. Paraelona socialis иЗ р. Ирюм, 02.07.2015. E. Paraelona milachevitchi иЗ р. Ирюм, 02.07.2015. F. Boreoelona sp. иЗ беЗымЯнного оЗера в пойме р. БольШой Балык, 02.06.2019. G. B. contortrix иЗ беЗымЯнного оЗера в пойме р. БольШой Балык, 02.06.2019. H. B. sibirica иЗ беЗымЯнного оЗера в пойме р. БольШой Балык, 02.06.2019. МасШтаб: 1 мм. Фото Н.И. Андреева. FIG. 2. Shells of Opisthorchophorus, Paraelona and Boreoelona species of the Tyumen Region waterbodies. A. Opisthorchophorus troscheli, Krivoye Lake, 30.07.2015. B. O. abacumovae, Iryum River, 25.08.2015. C. O. baudonianus, Iryum River, 02.07.2015. D. Paraelona socialis иЗ р. Ирюм 02.07.2015. E. Paraelona milachevitchi, Iryum River, 02.07.2015. F. Boreoe - lona sp., an unnamed lake in the Bolshoy Balyk River floodplain 02.06.2019, G. B. contortrix, Iryum River, 15.07.2012. H. B. sibirica, an unnamed lake in the Bolshoy Balyk River floodplain, 02.06.2019. Scale bars: 1 mm. Photos: N.I. Andreyev.
РИС. 5. Живые особи Arion vulgaris на грунтовой тропинке (фото И.Н. Субботиной) FIG. 5. Live specimens of Arion vulgaris on a dirt trail (photo by I.N. Subbotina) in Новые находки синантропных слиЗней Limacus maculatus и Arion vulgaris (Mollusca, Gastropoda, Stylommatophora) в Беларуси
РИС. 5. Живые особи Arion vulgaris на грунтовой тропинке (фото И.Н. Субботиной) FIG. 5. Live specimens of Arion vulgaris on a dirt trail (photo by I.N. Subbotina)
РИС. 3. Внешний вид Arion vulgaris иЗ г. Минска (фото И.Н. Субботиной). FIG. 3. Live specimen of Arion vulgaris from the Minsk city (photo by I.N. Subbotina). in Новые находки синантропных слиЗней Limacus maculatus и Arion vulgaris (Mollusca, Gastropoda, Stylommatophora) в Беларуси
РИС. 3. Внешний вид Arion vulgaris иЗ г. Минска (фото И.Н. Субботиной). FIG. 3. Live specimen of Arion vulgaris from the Minsk city (photo by I.N. Subbotina).
Coryphopteris subbipinnata, Mount Chaunapaho, Guadalcanal, Solomon Islands. Photo by Cheng-Wei Chen. in A Generic Classification of the Thelypteridaceae
Coryphopteris subbipinnata, Mount Chaunapaho, Guadalcanal, Solomon Islands. Photo by Cheng-Wei Chen.
ScienceDex guides
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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.