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41,236 results for “Review of reviews”

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zenodo40/100

Dataset of smell comments in Code Review Discussions

<p>The raw data contains 104,321 code review comments, with records between January 2014 to August 2023. After a keyword search, 18,850 comments were manually analyzed by 26 developers. The analyzed data resulted in 3,798 smell comments. This meticulously curated dataset was used to collect 4,058 more smell comments through semantic search, comprising a total of 7,856 smell comments, which represents 13,27% of the original data collected.&nbsp;</p>

opencc-by-4.0Jul 2024View details →
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Figure 8. – A in Review of Butis (Teleostei: Butidae) from Indo-Pacific islands with description of three new species

Figure 8. – A: Butis koilomatodon, BMNH 1894.1.19.35 (female, 56 mm SL), Malaysia (Photo L. Goodayle, BMNH); B: Butis koilomatodon, Timaka River, Papua New Guinea (Photo G. Allen).

opencc-by-4.0Dec 2023View details →
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Figure 5. – A in Review of Butis (Teleostei: Butidae) from Indo-Pacific islands with description of three new species

Figure 5. – A: Butis butis, MNHN 2022-0233, neotype (male, 55.2 mm SL), India (Photo P. Keith); B: Butis butis, Hamilton's original, unpublished illustration (from Britz, 2019); C: Butis butis, Fly River, Papua New Guinea (Photo G. Allen); D: Butis butis, MNHN 2022-0213 (male, 95 mm SL), Solomon, tag 17612 (Photo P. Keith).

opencc-by-4.0Dec 2023View details →
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Figure 4. – A in Review of Butis (Teleostei: Butidae) from Indo-Pacific islands with description of three new species

Figure 4. – A: Butis amboinensis, neotype, RMNH.PISC.85037 (77.5 mm SL), Indonesia (Photo F. Loggen, RMNH); B: Butis amboinensis, in MNHN 2005-1897 (74,4 mm SL), Vanuatu (Photo P. Keith); C: Butis amboinensis, MNHN 2022-0237 (67 mm SL), New Caledonia, tag RTNC_053 (Photo N. Charpin); D: Butis amboinensis, Kolobangara, Solomon (Photo C. Lord).

opencc-by-4.0Dec 2023View details →
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Figure 2 in Review of Butis (Teleostei: Butidae) from Indo-Pacific islands with description of three new species

Figure 2 (see also following page). – A: Bayesian tree of the cytochrome c oxidase subunit (COI; 452 bp) for sequenced specimens of Butis. Numbers at each node represent posterior probabilities. B: Barcoding NJ K2P tree of the COI gene (196 bp) for sequenced specimens of Butis including the holotype of Butis humeralis from the MNHN collection. Numbers at each node represent bootstrap values. C, D: Barcoding NJ K2P trees of the 12S and the 16S genes (129 and 270 bp respectively) for sequenced specimens of Butis collected during the 19th century from the MNHN collection including a paratype of B. audebertae (MNHN A-1503). Numbers at each node represent bootstrap values. [A high resolution version is available online.]

opencc-by-4.0Dec 2023View details →
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Figure 11. – Butis abdoui n in Review of Butis (Teleostei: Butidae) from Indo-Pacific islands with description of three new species

Figure 11. – Butis abdoui n. sp., paratype in MNHN 2005-0231 (male, 83.2 mm SL), Mayotte, Ouvoveni (Photo P. Keith).

opencc-by-4.0Dec 2023View details →
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Figure 1. – A in Review of Butis (Teleostei: Butidae) from Indo-Pacific islands with description of three new species

Figure 1. – A: The different patterns of interorbital scales (IOS); head in dorsal view. B: Size of the jaw; head in lateral view. C: Auxiliary scales on flanks.

opencc-by-4.0Dec 2023View details →
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Figure 10 in Historical review of the computerization of the MNHN Fish Collection and its collaboration with FishBase

Figure 10. – Literature associated with the MNHN Fish Collection: management in GICM and SpeMuse and linked with FishBase.

opencc-by-4.0Dec 2023View details →
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Figure 9 in Historical review of the computerization of the MNHN Fish Collection and its collaboration with FishBase

Figure 9. – Osteology artefacts in the MNHN Fish Collection: management in GICM and link with OsteoBase and FishBase.

opencc-by-4.0Dec 2023View details →
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Figure 6 in Historical review of the computerization of the MNHN Fish Collection and its collaboration with FishBase

Figure 6. – Number of identifications by year in the MNHN Fish Collection, and percentage of total identifications by the top ten taxonomists' names.

opencc-by-4.0Dec 2023View details →
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Figure 2. – Computerisation process from 1983 in Historical review of the computerization of the MNHN Fish Collection and its collaboration with FishBase

Figure 2. – Computerisation process from 1983 to 1996 including several steps: 1: Checking the jar, the collection cards, and the ledgers to prepare data in handwritten forms; 2: Data entry using the interface DOC.

opencc-by-4.0Dec 2023View details →
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Figure 8 in Historical review of the computerization of the MNHN Fish Collection and its collaboration with FishBase

Figure 8. – The structure of the pictures database (upper left) and the website link from the MNHN médiatheque (boxed in red) to the GICIM Fish collection website to FishBase since 2001.

opencc-by-4.0Dec 2023View details →
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Figure 1 in Historical review of the computerization of the MNHN Fish Collection and its collaboration with FishBase

Figure 1. – Cumulative number of records (= lots) in GICIM (MNHN Fish Collection Database) between 1996 and 2021.

opencc-by-4.0Dec 2023View details →
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Figure 7 in Historical review of the computerization of the MNHN Fish Collection and its collaboration with FishBase

Figure 7. – Loans and requests database structure (upper left); family composition of requests with number of specimens and the proportion of total requests (upper right); and analysis of loans and requests over time since 1992 from the MNHN fish collection (lower panel).

opencc-by-4.0Dec 2023View details →
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Figure 4 in The brook trout Salvelinus fontinalis (Mitchill, 1814) in the Saint-Pierre and Miquelon archipelago: a review

Figure 4. – Ecotypic diversity of brook trout populations in the Saint-Pierre and Miquelon archipelago. A: Life cycle of anadromous and resident freshwater brook trout in the coastal ponds and streams of the archipelago. B: Life cycle of migratory and resident freshwater brook trout in the Mirande system. Green (A) and white (B) arrows show movements in the marine environment (A) or the Grand Étang de Mirande (B). The blue arrows (light and dark) correspond to movements in the rivers/ponds (A) or tributaries of the Mirande (B).

opencc-by-4.0Dec 2022View details →
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Figure 5 in The brook trout Salvelinus fontinalis (Mitchill, 1814) in the Saint-Pierre and Miquelon archipelago: a review

Figure 5. – Locations of the three hydrographic systems used for the aquaculture project initiated by the Association de Recherche pour le Développement de l'Aquaculture (ARDA) and the Institut Scientifique et Technique des Pêches Maritimes (ISTPM) at the end of the 1980s in Saint-Pierre and Miquelon.

opencc-by-4.0Dec 2022View details →
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Figure 3 in The brook trout Salvelinus fontinalis (Mitchill, 1814) in the Saint-Pierre and Miquelon archipelago: a review

Figure 3. – Ecotypic diversity of brook trout populations in the Saint-Pierre and Miquelon; two individuals fished in the Mère Durand River (see location in Fig. 1B). Above: anadromous ecotype; Below: resident ecotype (©: Edgard Gustave).

opencc-by-4.0Dec 2022View details →
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Figure 3 in Description of Upeneus madras (Mullidae), a new goatfish species from SE India (NE Indian Ocean), with establishment of the pori-species group and a review of barbel colour in Upeneus species

Figure 3. – Relationship among five morphometric characters in Upeneus madras n. sp. and four other species of the pori group.

opencc-by-4.0Dec 2021View details →
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Figure 4 in Description of Upeneus madras (Mullidae), a new goatfish species from SE India (NE Indian Ocean), with establishment of the pori-species group and a review of barbel colour in Upeneus species

Figure 4. – Relationship among four morphometric characters in Upeneus madras n. sp. and U. guttatus from the NE Indian Ocean (NEIO) and all other areas of the Indo-Pacific, showing data for the newly designated lectotype (LT) and paralectotype (PLT).

opencc-by-4.0Dec 2021View details →
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Figure 1. – A-I in Description of Upeneus madras (Mullidae), a new goatfish species from SE India (NE Indian Ocean), with establishment of the pori-species group and a review of barbel colour in Upeneus species

Figure 1. – A-I: The nine species of the pori group: A: Upeneus madras n. sp., BPBM 20658, PT, 110 mm SL, Chennai, SE India (J.E. Randall); B: U. asymmetricus, CSIRO H 7517-02, 93 mm SL, Lombok, S Indonesia (W.T. White); C: U. australiae, CSIRO H 4056-01, 105 mm SL (A. Graham); D: U. dimipavlov, VNMN-I 2056, HT, 120 mm SL, N of Hon Tre Island, Nha Trang, S-central Vietnam (D.A. Pavlov); E: Upeneus elongatus, KAUM-I. 58746, HT, 89 mm SL, Tanega-shima Island, S Japan (H. Motomura); F: U. floros, SAIAB 204583, HT, 107 mm SL, Two Miles Reef, Sodwana Bay, KwaZulu-Natal, South Africa (C. Floros); G: U. itoui KAUM-I. 13595, PT, 118 mm SL, Kagoshima Prefecture, S Japan (H. Motomura); H: U. pori, SAIAB 209540 (wrongly referred to as SAIAB 192775 by Uiblein et al., 2020: fig. 6F, and Uiblein and Motomura, 2021: fig. 7E), 94 mm SL, off NE Madagascar (J. Escobar-Porras); I: U. willwhite, CSIRO H 7217-07, HT, 90 mm SL, Lombok, S Indonesia (W.T. White); J: the japonicus-group species U. guttatus, SAIAB 13947, 100 mm SL, off Kenya (P.C. Heemstra). Scale bars = 20 mm.

opencc-by-4.0Dec 2021View 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