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Raw Data for Mapping Repositories and their Institutional Open Science Policies in the Middle East and North Africa (MENA)
<div> <p>Persistent Identifiers (PIDs), particularly Digital Object Identifiers (DOIs), are crucial for establishing a robust and globally accessible research infrastructure. In the Middle East and North Africa (MENA) region, a diverse array of research outputs and resources are produced and published in repositories. However, a significant number of these repositories, and outputs remain undiscoverable in global registries and aggregators. <br><br>These three datasets provides comprehensive information on the adoption of repositories, Open Access mandates, and DOIs adoption in MENA countries. It includes detailed records from different registry sources and repository platforms.<br><br>You can read the full report titled 'Mapping Repositories and their Institutional Open Science Policies in MENA' at <a href="https://doi.org/10.5281/zenodo.11370031">https://doi.org/10.5281/zenodo.11370031</a></p> </div>
Text-figure 3. Mormotomyia hirsuta Austen, d. Distal extromity of abdomen: lateral view, showing hypopygium. (:reatly riilargetl. in A Remarkable Semi-Apterous Fly (Diptera) found in a Cave in East Africa, and representing a new Family, Genus, and Species.
Text-figure 3. Mormotomyia hirsuta Austen, d. Distal extromity of abdomen: lateral view, showing hypopygium. (:reatly riilargetl.
Fig. 3 in A revision of the genus Astatoreochromis (Teleostei, Cichlidae), East-Africa
Fig. 3. Plots of the scores on the second axis of a PCA on the log-transformed measurements of Lake Victoria basin specimens against standard length, (A) including and (B) excluding lower pharyngeal bone measurements. Lakes Victoria and Kioga (∆); Lakes Edward-George-Kayanza-Nabugabo- Nakavali-Semliki (▲); Akagera basin ().
Fig. 6 in A revision of the genus Astatoreochromis (Teleostei, Cichlidae), East-Africa
Fig. 6. Adult ♂♂ of Astatoreochromis straeleni (Poll, 1944). A. MRAC A9-13-P-555, 70.6 mm SL, collected on 13 Dec. 2008 in the Malagarazi. B. MRAC B1-3-P-1, 88.3 mm SL, collected on 7 Jan. 2011 in the Rusizi. (Photographs by GB)
Fig. 2 in A revision of the genus Astatoreochromis (Teleostei, Cichlidae), East-Africa
Fig. 2. Plots of PCA scores against standard length for all Astatoreochromis specimens examined. (A) scores on the first axis of a PCA on the meristics and (B) on the second axis of a PCA on the logtransformed morphometrics. Lakes Victoria and Kioga (∆); Lakes Edward-George-Kayanza-Nabugabo- Nakavali-Semliki (▲); Akagera basin (); Lukuga River (□), Malagarazi basin (); Rusizi basin (). Full line polygon for Lake Tanganyika basin, dashed line polygon for Lake Victoria basin specimens.
Fig. 4 in A revision of the genus Astatoreochromis (Teleostei, Cichlidae), East-Africa
Fig. 4. Plots of the scores on the second axis of a PCA on the log-transformed measurements of Lake Tanganyika specimens against standard length, (A) including and (B) excluding lower pharyngeal bone measurements. Lukuga River (□), Malagarazi basin (); Rusizi basin ().
Fig. 5 in A revision of the genus Astatoreochromis (Teleostei, Cichlidae), East-Africa
Fig. 5. Adult ♂♂ of Astatoreochromis alluaudi Pellegrin, 1904 caught on 15 Dec. 2012 at Kumana village, Nyagisozi zone, Lake Rweru, Upper Akagera (Rwanda), 115,3 mm SL and 100,4 mm SL not catalogued. (Photographs by GB)
Fig. 1 in A revision of the genus Astatoreochromis (Teleostei, Cichlidae), East-Africa
Fig. 1. Morphometric measurements of Astatoreochromis specimens (Snoeks 1994). Body measurements. 1. Standard length (SL). 2. Body depth. 16. Dorsal fin base length. 17. Anal fin base length. 18. Predorsal distance. 19. Preanal distance. 20. Prepectoral distance. 21. Prepelvic distance. 22. Caudal peduncle length. 23. Caudal peduncle depth. Head measurements. 3. Head Length. 4. Head width. 5. Interorbital width. 6. Snout length. 7. Lower jaw length. 8. Premaxillary pedicel length. 9. Cheek depth. 10. Eye diameter. 11. Lachrymal depth. Lower pharyngeal jaw (LPJ) measurements. 12. Lower pharyngeal length. 13. Lower pharyngeal width. 14. Dentigerous area length. 15. Dentigerous area width.
Fig. 4 in Two new species of freshwater crabs from the highlands of northern Uganda, East Africa and a redescription of Potamonautes amalerensis (Rathbun, 1935) stat. rev. from Mount Kadam (Brachyura: Potamoidea: Potamonautidae)
Fig. 4. Potamonautes imatongensis sp. nov., holotype, adult Ƌ, CW 21.5 mm, from the Imatong Mountains in northern Uganda (NHM 1955.11.8.26–27). A. Whole animal, dorsal view. B. Frontal view. C. Ventral view, anterior sternum. Scale bars: 21.4 mm.
Fig. 8 in Two new species of freshwater crabs from the highlands of northern Uganda, East Africa and a redescription of Potamonautes amalerensis (Rathbun, 1935) stat. rev. from Mount Kadam (Brachyura: Potamoidea: Potamonautidae)
Fig. 8. Distribution map showing the known localities of Potamonautes imatongensis sp. nov. (black circles, not shown to scale), Potamonautes morotoensis sp. nov. (black star, not shown to scale) and Potamonautes amalerensis (Rathbun, 1935) stat. rev. (black squares, not shown to scale) in Uganda. East Africa. For exact localities see text.
Fig. 1. A–B in Two new species of freshwater crabs from the highlands of northern Uganda, East Africa and a redescription of Potamonautes amalerensis (Rathbun, 1935) stat. rev. from Mount Kadam (Brachyura: Potamoidea: Potamonautidae)
Fig. 1. A–B. Potamonautes imatongensis sp. nov., holotype, adult Ƌ, CW 21.5 mm, from the Imatong Mountains in northern Uganda (NHM 1955.11.8.26-27). A. Carapace, dorsal view. B. Carapace, frontal view. — C–D. Potamonautes morotoensis sp. nov., holotype, adult Ƌ, CW 26 mm, from Mount Moroto in northern Uganda (NHM 2015.3056). C. Carapace, dorsal view. D. Carapace, frontal view. — E–F. Potamonautes amalerensis (Rathbun, 1935) stat. rev., holotype, adult Ƌ, CW 31.5 mm, from Mount Kadam, northern Uganda (MCZ 8238). E. Carapace, dorsal view. F. Carapace, frontal view. Scale bar: A–B = 6.3 mm; C–D = 7.3 mm; E–F = 9.1 mm.
Fig. 5 in Two new species of freshwater crabs from the highlands of northern Uganda, East Africa and a redescription of Potamonautes amalerensis (Rathbun, 1935) stat. rev. from Mount Kadam (Brachyura: Potamoidea: Potamonautidae)
Fig. 5. Potamonautes morotoensis sp. nov., holotype, adult Ƌ, CW 26 mm, from Mount Moroto in northern Uganda (NHM 2015.3056). A. Whole animal, dorsal view. B. Frontal view. C. Ventral view, anterior sternum. Scale bars: 21.4 mm.
Fig. 6 in Two new species of freshwater crabs from the highlands of northern Uganda, East Africa and a redescription of Potamonautes amalerensis (Rathbun, 1935) stat. rev. from Mount Kadam (Brachyura: Potamoidea: Potamonautidae)
Fig. 6. Potamonautes amalerensis (Rathbun, 1935) stat. rev. A, C. Holotype, adult Ƌ, CW 31.5 mm, from Mount Kadam, northern Uganda (MCZ 8238). B. Adult Ƌ, CW 31.5 mm, from north side of Mt. Kadam northern Uganda (NMU TRW 1962.04). A. Whole animal, dorsal view. B. Frontal view.
Fig. 6. G1 in Description of three new species of Potamonautes MacLeay, 1838 from the Lake Victoria region in southern Uganda, East Africa (Brachyura: Potamoidea: Potamonautidae)
Fig. 6. G1, ventral view (A–C) and dorsal view (D–F). A, D. Potamonautes entebbe sp. nov., holotype, adult ♂, CW 35 mm, from Entebbe, southern Uganda (NHMUK 1955.11.8.26). – B, E. P. busungwe sp. nov., holotype, adult ♂, CW 21.5 mm, from Busungwe Island, Lake Victoria (NHMUK 2017.37). – C, F. P. kantsyore sp. nov., holotype, adult ♂, CW 16.8 mm, from Kantsyore Island in the Kagera River, southern Uganda (NHMUK 2017.29). Scale bars: A, D = 2.3 mm; B, E = 3.1 mm; C, F = 3.3 mm.
Fig. 4 in Description of three new species of Potamonautes MacLeay, 1838 from the Lake Victoria region in southern Uganda, East Africa (Brachyura: Potamoidea: Potamonautidae)
Fig. 4. Frontal view of carapace. A. Potamonautes entebbe sp. nov., holotype, adult ♂, CW 35 mm, from Entebbe, Lake Victoria, southern Uganda (NHMUK 1955.11.8.26). – B. P. busungwe sp. nov., holotype, adult ♂, CW 21.5 mm, from Busungwe Island, Lake Victoria,, southern Uganda (NHMUK 2017.37). – C. P. kantsyore sp. nov., holotype, adult ♂, CW 16.8 mm, from Kantsyore Island in the Kagera River, southern Uganda (NHMUK 2017.29). Scale bars: A = 2.34 mm; B = 3.1 mm; C = 3.3 mm. Photographs A–B by Phillip Crabb, NHMUK.
Fig. 3 in Description of three new species of Potamonautes MacLeay, 1838 from the Lake Victoria region in southern Uganda, East Africa (Brachyura: Potamoidea: Potamonautidae)
Fig. 3. Potamonautes kantsyore sp. nov. from Kantsyore Island in the Kagera River, southern Uganda. A–B. Holotype, adult ♂, CW 16.8 mm, (NHMUK 2017.29). A. Whole animal, dorsal view. B. Whole animal, ventral view. C. Paratype, adult ♀, CW 16.1 mm, (NHMUK 2017.33), whole animal, ventral view. Scale bars: A–B = 6.1 mm; C = 6.4 mm.
Fig. 1 in Description of three new species of Potamonautes MacLeay, 1838 from the Lake Victoria region in southern Uganda, East Africa (Brachyura: Potamoidea: Potamonautidae)
Fig. 1. Potamonautes entebbe sp. nov., holotype, adult ♂, CW 35 mm, from Entebbe, southern Uganda (NHMUK 1955.11.8.26). A. Whole animal, dorsal view. B. Whole animal, ventral view. Scale bars: 6.3 mm. Photographs by Phillip Crabb, NHMUK.
Fig. 2 in Description of three new species of Potamonautes MacLeay, 1838 from the Lake Victoria region in southern Uganda, East Africa (Brachyura: Potamoidea: Potamonautidae)
Fig. 2. Potamonautes busungwe sp. nov, holotype, adult ♂, CW 15.9 mm, from Busungwe Island, Lake Victoria, southern Uganda (NHMUK 2017.37). A. Whole animal, dorsal view. B. Whole animal, ventral view. Scale bars: 6.3 mm. Photographs by Phillip Crabb, NHMUK.
Fig. 7 in Description of three new species of Potamonautes MacLeay, 1838 from the Lake Victoria region in southern Uganda, East Africa (Brachyura: Potamoidea: Potamonautidae)
Fig. 7. Distribution map showing the known localities of Potamonautes entebbe sp. nov. (black triangle), P. busungwe sp. nov. (black circle) and P. kantsyore sp. nov. (black star) in Uganda, East Africa. For exact localities, see text.
Fig. 5 in Description of three new species of Potamonautes MacLeay, 1838 from the Lake Victoria region in southern Uganda, East Africa (Brachyura: Potamoidea: Potamonautidae)
Fig. 5. Frontal view of left and right chelipeds. A–B. Potamonautes entebbe sp. nov., holotype, adult ♂, CW 35 mm, from Entebbe in southern Uganda (NHMUK 1955.11.8.26). – C–D. Potamonautes busungwe sp. nov., holotype, adult ♂, CW 21.5 mm, from Entebbe in southern Uganda (NHMUK 2017.37). – E–F. Potamonautes kantsyore sp. nov., holotype, adult ♂, CW 16.8 mm, from Kantsyore Island in the Kagera River in southern Uganda (NHMUK 2017.29). Scale bar: A–B = 2.3 mm; C–D = 3.1 mm; E–F = 3.3 mm. Photographs A–D by Phillip Crabb, NHMUK.
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
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DANDI Archive for NWB datasets
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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.