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.
26,784
datasets available to search
ShareScore release 0.9.0
Dataset results
26,784 results for “M.”
Fig. 4 in A New Species of the Genus Caprella (Crustacea: Amphipoda: Caprellidae) Collected from a Gorgonian at 1497 m Depth off Boso Peninsula, Central Japan
Fig. 4. Caprella nojimaensis sp. nov., holotype, mature female, 20.69 mm body length, NSMT-Cr 29015, collected from 1497 m depth of Nojima Submarine Canyon, off Boso Peninsula, central Japan. LL, Lower lip; MD, mandible; MX, maxilla; MXD, maxilliped; UL, upper lip; L, left; R, right. Scale bars: 0.10 mm.
Fig. 2 in A New Species of the Genus Caprella (Crustacea: Amphipoda: Caprellidae) Collected from a Gorgonian at 1497 m Depth off Boso Peninsula, Central Japan
Fig. 2. Caprella nojimaensis sp. nov., holotype, mature female, 20.69 mm body length, NSMT-Cr 29015, collected from 1497 m depth of Nojima Submarine Canyon, off Boso Peninsula, central Japan.
Fig. 6 in A New Species of the Genus Caprella (Crustacea: Amphipoda: Caprellidae) Collected from a Gorgonian at 1497 m Depth off Boso Peninsula, Central Japan
Fig. 6. Caprella nojimaensis sp. nov., holotype, mature female, 20.69 mm body length, NSMT-Cr 29015, photographed at the cold laboratory of Tokyo Sea Life Park (Edogawa-ku, Tokyo, Japan).
Topic Model for English Wikipedia's Biographies with list of all 1.8M articles linked to Wikidata
<p>A Genism LDA Topic Model of English Wikipedia biographical articles with list of all 1.8M articles, and some associated Wikidata information</p> <p>The model has 150 Topics.</p> <p>This model was developed in the process of isolating a set of visual arts biographical articles, as described in "Clowns in the Visual Artists: Topic Modeling Wikipedia and Wikidata" in the Spring 2022 issue of <em>Art Documentation - </em><a href="https://doi.org/10.1086/719999">https://doi.org/10.1086/719999</a></p> <p>Because names, nationalities, and birthdays are so prominent in biographies, the stopwords list removed 170,000 names, surnames, city names, place names, countries, days, months and other time related words (https://github.com/mandiberg/Names-Surnames-and-Countries-for-Stopwords). We also directly removed each article subject’s given and surname, which were almost always the most frequently occurring words in any given article. Otherwise, the model just produced topics based on nationality, and common names and surnames.</p> <p><strong>Files:</strong></p> <p>all_enwiki_bios_from_wikidata.csv<br> The list of all Wikidata items for humans with an enwiki page (e.g biographical article) was extracted from Wikidata JSON dump; list includes gender, occupation, and nationality. This was joined with the converted plaintext from an English Wikipedia dump. This data was downloaded in March 2021.</p> <p>Wikipedia Biographies LDA Topic Model human readable summary.csv<br> A human readable file with the 150 topics ranked by count of articles per topic from the 1.8M corpus. The most popular topics have categorical descriptions of the occupations of each cluster. Some are marked as not an occupation cluster. </p> <p>BoW_corpus.mm*<br> model_lda_full_Sep2_150Tv2*<br> These six files comprise the topic model. The code to load them is present in the python files. </p> <p>dict_full_Aug-28-2021<br> processed_docs_full_Aug-28-2021.txt<br> processed_docs_1000_Aug-18-2021.txt<br> These are the dictionary and processed corpuses required to build and implement the model using this code. The corpus with the first 1000 items is meant to be used for testing, as the full one is quite large and takes a long time to complete. </p> <p>topic-model-wikipedia-sept2021.zip<br> The code and settings used for creating and implementing this model are included in this zip and are also available here: https://github.com/mandiberg/topic-model-wikipedia</p> <p>All-Wikipedia-Biographies-with-topic1.csv<br> All-Wikipedia-Biographies-with-topic1and2.csv<br> These are the list of 1.8M biographies matched to topics. The "topic1" file just includes the first topic, this is a slightly larger list. The "topic1and2" file is slightly smaller because about 2% articles do not match to a second topic.</p> <p>Analysis-for-Clowns-Visual-Arts.zip<br> These are the raw data and final data produced for the "Clowns in the Visual Artists." Please see the article for context.</p>
Fig. 41. Cuspidariidae. A–C. Myonera paucistriata Dall, 1886, BANGAL 0711, V10, 1720 m, 11.6 in The Mollusca of Galicia Bank (NE Atlantic Ocean)
Fig. 41. Cuspidariidae. A–C. Myonera paucistriata Dall, 1886, BANGAL 0711, V10, 1720 m, 11.6 mm, 10.5 mm and 12.2 mm. D–F. Jeffreysomya truncata (Jeffreys, 1882), BANGAL 0711, V4, 744 m, 7.9 mm and 7.5 mm. G–I. Cardiomya cadiziana Huber, 2010, BANGAL 0711, V6, 909 m, 12.0 mm, 11.6 mm and 12.2 mm. Scale bars = 1 mm.
Fig. 37. Limidae, Spondylidae. A–C. Spondylus gussonii Costa, 1830, ECOMARG 0709, V5, 876 m, 14.5 in The Mollusca of Galicia Bank (NE Atlantic Ocean)
Fig. 37. Limidae, Spondylidae. A–C. Spondylus gussonii Costa, 1830, ECOMARG 0709, V5, 876 m, 14.5 mm. D. Lima marioni P. Fischer, 1882, among dead coral branches, BANGAL 0711, GOC6, 903 m. E–F. L. marioni, ECOMARG 0709, V5, 876 m, 35.5 and 41 mm. G–H. Limatula laminifera (E.A. Smith, 1885), BANGAL 0711, V2, 1706 m, height 3.6 mm. I. Same specimen, detail of the sculpture. Scale bars: A–F = 10 mm; G–I = 1 mm.
Fig. 31. Protobranchia 1. A–B. Nucula tumidula Malm, 1861, BANGAL 0711, V5, 1631 m, 5.5 and 5.4 in The Mollusca of Galicia Bank (NE Atlantic Ocean)
Fig. 31. Protobranchia 1. A–B. Nucula tumidula Malm, 1861, BANGAL 0711, V5, 1631 m, 5.5 and 5.4 mm.C–D. Nucula atacellana Schenck, 1939, BANGAL 0711, V10, 1720 m, 3.5 mm. E–F. Ennucula corbuloides (Seguenza, 1877), BANGAL 0711, V2, 1706 m, 3.2 mm. G–H. Tindaria sericea (Jeffreys, 1876), BANGAL 0711, V2, 4.7 mm. I. Tindaria sericea, BANGAL 0711, V5, 4.5 mm. J–K. Pristigloma minima (Seguenza, 1877), SEAMOUNT 1, DW111, 675–685 m, 1.7 mm. Scale bars = 1 mm.
Fig. 12. Seguenziidae. A–B. Seguenzia elegans Jeffreys, 1885, BANGAL 0711, V10, 1720 m, height 3.4 in The Mollusca of Galicia Bank (NE Atlantic Ocean)
Fig. 12. Seguenziidae. A–B. Seguenzia elegans Jeffreys, 1885, BANGAL 0711, V10, 1720 m, height 3.4 mm. C–D. Seguenzia formosa Jeffreys, 1876, BANGAL 0711, V10, height 3.1 mm. E–G. Carenzia carinata (Jeffreys, 1877), BANGAL 0711, V10, height 4.2 mm. H–J. Ancistrobasis reticulata (Philippi, 1844), BANGAL 0711, V6, 909 m, height 6.5 mm. Scale bars = 1 mm.
Fig. 11. Trochoidean families. A–B. Calliostoma leptophyma Dautzenberg & H. Fischer, 1896, ECOMARG 0709, V5, 876 m, 16.5 in The Mollusca of Galicia Bank (NE Atlantic Ocean)
Fig. 11. Trochoidean families. A–B. Calliostoma leptophyma Dautzenberg & H. Fischer, 1896, ECOMARG 0709, V5, 876 m, 16.5 mm. C–D. Calliostoma maurolici (Seguenza, 1876), ECOMARG 0709, V5, 876 m, 15.6 mm. E–F. Calliotropis vaillanti (P. Fischer, 1882), BANGAL 0711, V9, 1671 m, 7.2 mm. G–I. Bathymophila micans (Dautzenberg & H. Fischer, 1896), BANGAL 0711, V8, 1565 m, 8 mm. J–K. B. micans, juvenile shell with open umbilicus, BANGAL 0711, V2, 1706 m, 3.2 mm. Scale bars: A–D = 10 mm; E–K = 1 mm.
Fig. 6. Fissurellidae 3. A–B. Fissurisepta granulosa Jeffreys, 1883. Galicia Bank, 590–900 m in The Mollusca of Galicia Bank (NE Atlantic Ocean)
Fig. 6. Fissurellidae 3. A–B. Fissurisepta granulosa Jeffreys, 1883. Galicia Bank, 590–900 m, shell figured in Rolán Mosquera & Pérez Gándaras (1981), 3.2 mm. C–D. Profundisepta alicei (Dautzenberg & H. Fischer, 1897), BANGAL 0711, V5, 1631 m, 2.2 mm. E–G. Profundisepta profundi (Jeffreys, 1877), SEAMOUNT 1, DW116, 985–1000 m, 3.2 mm. H–J. Cornisepta rostrata (Seguenza, 1863), SEAMOUNT 1, DW116, 985–1000 m, 4.8 mm height. K–M. Cornisepta microphyma (Dautzenberg & H. Fischer, 1896), BANGAL 0711, V4, 744 m, 5.6 mm height. Scale bars: A–I, K–L = 1 mm; J, M = 500 µm.
Fig. 5. Fissurellidae 2. Puncturella agger Watson, 1883. A–C. BANGAL 0711, GOC6, 903 m, 4.0 in The Mollusca of Galicia Bank (NE Atlantic Ocean)
Fig. 5. Fissurellidae 2. Puncturella agger Watson, 1883. A–C. BANGAL 0711, GOC6, 903 m, 4.0 mm. D–F. SEAMOUNT 1, DW116, 985–1000 m, 4.0 mm, SEM micrographs of protoconch and sculpture. G–I. SEAMOUNT 1, DW116, 985–1000 m, 4.4 mm. J–L. Syntype (NHMUK 1887.2.9.130), Challenger expedition, Station 24 (18°38′30″ N, 65°5′30″ W) off Culebra Island, West Indies, 390 fathoms [713 m], 4.1 mm, courtesy and © NHMUK. M–N. Galicia Bank, campaigns 1980‒1981 by Instituto de Investigaciones Pesqueras de Vigo-CSIC, 590–900 m, same specimen figured as Puncturella profundi (Jeffreys, 1887) in Rolán Mosquera & Pérez-Gándaras (1981: 6, pl. 1 fig. 4), and Rolán Mosquera (1983: 68), 6.0 mm. Scale bars: A–D, G–M = 1 mm; E–F = 200 µm.
FIG. 3. — C. rizetiana Stoff. & M in A new coffee species from South-West Cameroon, the principal hotspot of diversity for Coffea L. (Coffeeae, Ixoroideae, Rubiaceae) in Africa
FIG. 3. — C. rizetiana Stoff. & M.Noirot, sp. nov., fruit showing its basis (right) and top (left) from the Coffea L. collection at Bassin Martin (Réunion, France).
FIG. 2. — C. rizetiana Stoff. & M in A new coffee species from South-West Cameroon, the principal hotspot of diversity for Coffea L. (Coffeeae, Ixoroideae, Rubiaceae) in Africa
FIG. 2. — C. rizetiana Stoff. & M.Noirot, sp. nov.: A, habit; B, node with flowers and petioles; C, detail of flower; D, fruit; E, transection of the fruit with two seeds. Vouchers deposited in BR: A-C, Stoffelen 2045; C, D, Noirot EC66, 30.X.2012 (liquid preserved collection). Scale bars: A, 3 cm; B, 2 cm; C-E, 1 cm.
Lám. 84.–Oxalis latifolia, a, d) Liérganes, Cantabria (ex herb. Sánchez Pedraja 8358); b, c) Riotuerto, Cantabria (ex herb. Sánchez Pedraja 8206); e) Treceño, Cantabria (ex herb. Sánchez Pedraja 8212): a) base de la planta; b) hoja; c) detalle del seno del folíolo; d) bráctea; e) semilla. O. vallicola, f, j) Logroño, La Rioja (ex herb. Sánchez Pedraja 8215); g-i) Laguardia, Álava (ex herb. Sánchez Pedraja 8275): f, g) base de la planta; h) hoja; i) detalle del margen foliar; j) bráctea. O. debilis, k-n) Sueca, Valencia (ex herb. Sánchez Pedraja 9528): k) base de la planta; l) hoja; m) detalle del margen foliar; n) bráctea. in Rhamnaceae- Polygalaceae
Lám. 84.–Oxalis latifolia, a, d) Liérganes, Cantabria (ex herb. Sánchez Pedraja 8358); b, c) Riotuerto, Cantabria (ex herb. Sánchez Pedraja 8206); e) Treceño, Cantabria (ex herb. Sánchez Pedraja 8212): a) base de la planta; b) hoja; c) detalle del seno del folíolo; d) bráctea; e) semilla. O. vallicola, f, j) Logroño, La Rioja (ex herb. Sánchez Pedraja 8215); g-i) Laguardia, Álava (ex herb. Sánchez Pedraja 8275): f, g) base de la planta; h) hoja; i) detalle del margen foliar; j) bráctea. O. debilis, k-n) Sueca, Valencia (ex herb. Sánchez Pedraja 9528): k) base de la planta; l) hoja; m) detalle del margen foliar; n) bráctea.
Lám. 29.–Peganum harmala, a) El Burgo de Ebro, Zaragoza (VAB 95/2668); b, c, f-k) cerro El Monte, Villaluenga de la Sagra, Toledo (VAL 34369); d, e) pr. estación de ferrocarril, San Vicente del Raspeig, Alicante (VAB 94/3847); l-n) Villamanrique de Tajo, Madrid (VAL 118195): a) hábito; b) detalle de un nudo; c) hoja inferior; d, e) hojas superiores; f) flor; g) sépalo; h) pétalo; i) estam- bre; j) pistilo; k) sección transversal del ovario; l) fruto; m) fruto abierto; n) semilla. in Rhamnaceae- Polygalaceae
Lám. 29.–Peganum harmala, a) El Burgo de Ebro, Zaragoza (VAB 95/2668); b, c, f-k) cerro El Monte, Villaluenga de la Sagra, Toledo (VAL 34369); d, e) pr. estación de ferrocarril, San Vicente del Raspeig, Alicante (VAB 94/3847); l-n) Villamanrique de Tajo, Madrid (VAL 118195): a) hábito; b) detalle de un nudo; c) hoja inferior; d, e) hojas superiores; f) flor; g) sépalo; h) pétalo; i) estam- bre; j) pistilo; k) sección transversal del ovario; l) fruto; m) fruto abierto; n) semilla.
Lám. 27.–Dictamnus hispanicus, a-g) Poveda de la Obispalía, Cuenca (MA 614840); h, i) Pico Martés, Valencia (MA 410644); j-n) Sierra de Salinas, Villena, Alicante (MA 370298): a) hábito; b) flor; c) pétalo, cara abaxial; d) pétalo, detalle del margen; e) pétalo, detalle de la uña; f) ápice del estambre; g) base del estambre; h) fruto inmaduro; i) fruto, detalle del indumento; j) fruto; k) fo- lículo, corte longitudinal; l) mitad del endocarpo; m, n) semillas. in Rhamnaceae- Polygalaceae
Lám. 27.–Dictamnus hispanicus, a-g) Poveda de la Obispalía, Cuenca (MA 614840); h, i) Pico Martés, Valencia (MA 410644); j-n) Sierra de Salinas, Villena, Alicante (MA 370298): a) hábito; b) flor; c) pétalo, cara abaxial; d) pétalo, detalle del margen; e) pétalo, detalle de la uña; f) ápice del estambre; g) base del estambre; h) fruto inmaduro; i) fruto, detalle del indumento; j) fruto; k) fo- lículo, corte longitudinal; l) mitad del endocarpo; m, n) semillas.
Fig. 89. Monoicomyces spp. A–C. M. matthiatis T.Majewski. A. Mature thallus. B in Laboulbeniomycetes (Fungi, Ascomycota) of Denmark
Fig. 89. Monoicomyces spp. A–C. M. matthiatis T.Majewski. A. Mature thallus. B. Lower receptacle (I, II, and III) and antheridium (tiers of cells labelled with t1–3) in detail. C. Central area of a thallus in detail showing cell III, the primary septum (a), and the darkened, oblique septum separating the basal inflated cell from the elongated apical cell of the primary appendage (arrow). – D–E. M. myllaenae Santam. D. Mature thallus from Spanish type slide kept in BCB. E. Broken and damaged thallus from Denmark. – F –G. M. nigrescens Thaxt. F. Primary appendage in detail showing cell III at the base. G. Immature thallus. Scale bars: A, D–E, G = 50 µm; B–C = 20 µm; F = 25 µm. Photographs from slides ZMUC C-F-123613 (A–C), BCB-SS2329c (D) (holotype), ZMUC C-F-124215 (E), ZMUC C-F-124217 (F–G).
Fig. 85. Monoicomyces spp. A–B. M. drusillae Santam. Mature thalli. – C–E. M. fragilis Scheloske. C, E. Mature thalli. D in Laboulbeniomycetes (Fungi, Ascomycota) of Denmark
Fig. 85. Monoicomyces spp. A–B. M. drusillae Santam. Mature thalli. – C–E. M. fragilis Scheloske. C, E. Mature thalli. D. Primary appendage (a) and additional branch (arrow) arising from cell III. Scale bars: 50 µm. Photographs from slides ZMUC C-F-123434 (A–B), ZMUC C-F-122963 (C), ZMUC C-F-123928 (D), ZMUC C-F-123758 (E).
Fig. 80. Monoicomyces spp. A–B. M in Laboulbeniomycetes (Fungi, Ascomycota) of Denmark
Fig. 80. Monoicomyces spp. A–B. M. athetae Thaxt. Ascospores released from perithecia can be seen. A. Mature thallus showing a rudimentary secondary appendage (arrow). B. Mature thallus showing stalk cell of perithecium narrowing and darkening near the base (*) and rounded protuberance on one side of the perithecial tip (arrow). – C. M. bolitocharae T.Majewski. Mature thallus. Scale bars: 50 µm. Photographs from slides ZMUC C-F-123167 (A–B), ZMUC C-F-123746 (C).
FIG. 1 in A new variety of Merendera Ramond (Liliaceae): M. montana var. paucitepala var. nov., from south-eastern Spain
FIG. 1. — Images of Merendera montana var. paucitepala var. nov.: A, front view of the flower; B, lateral view of the flower; C, front view of the leaves.
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.