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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>
Dataset for "Adjoint Waveform Tomography for Crustal and Upper Mantle Structure the Middle East and Southwest Asia for Improved Waveform Simulations Using Openly Available Broadband Data"
<p>This dataset contains the MESWA (Middle East and Southwest Asia) seismic model and auxiliary data used in the creation of the model (Rodgers, 2023). MESWA is a three-dimensional model of the seismic properties of crust and upper mantle of the Middle East and Southwest Asia. The MESWA model is provided in NetCDF format (readable by for example, <em>xarray</em>, Hoyer & Hamman, <a href="https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2021JB022930#jgrb55516-bib-0057">2017</a>) and HDF5 format for viewing with <em>ParaView</em> (Ahrens et al., <a href="https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2021JB022930#jgrb55516-bib-0002">2005</a>) and interaction with <em>Salvus</em> (Afanasiev et al., <a href="https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2021JB022930#jgrb55516-bib-0001">2019</a>). </p> <p> </p> <p>Also included are the earthquake source parameters for all 327 Global Centroid Moment Tensor events considered in this study in ASCII text format. Also included are lists of the selected 192 inversion events and 66 validation events in ASCII text format. Lastly, we include a list of all receivers used in the creation and validation of MESWA. This is a simple ASCII file with the event name and receiver name (composed of the network_code and station_code).</p> <p> </p> <p>The following table provides a listing of the files in the dataset:</p> <table> <tbody> <tr> <td> <p><strong>File</strong></p> </td> <td> <p><strong>Description</strong></p> </td> </tr> <tr> <td> <p>MESWA.nc</p> </td> <td> <p>MESWA model in NetCDF format</p> </td> </tr> <tr> <td> <p>MESWA.h5</p> </td> <td> <p>MESWA model in HDF5 format, used by Salvus</p> </td> </tr> <tr> <td> <p>MESWA.xmdf</p> </td> <td> <p>Auxiliary file for MESWA.h5, used to import model into Paraview</p> </td> </tr> <tr> <td> <p>events_project.csv</p> </td> <td> <p>Table of event source parameters for all 327 events considered in the project</p> </td> </tr> <tr> <td> <p>inversion_events_192.csv</p> </td> <td> <p>Table of 192 inversion events </p> <p>(ASCII comma separated value)</p> </td> </tr> <tr> <td> <p>validation_events_66.csv</p> </td> <td> <p>Table of 66 validation events </p> <p>(ASCII comma separated value)</p> </td> </tr> <tr> <td> <p>events_receivers_inversion.csv</p> </td> <td> <p>Table of waveform (event-receiver-channel) data used in the inversion (ASCII comma separated value)</p> </td> </tr> <tr> <td> <p>events_receivers_validation.csv</p> </td> <td> <p>Table of waveform (event-receiver-channel) data used in the validation (ASCII comma separated value)</p> </td> </tr> </tbody> </table> <p> </p> <p> </p> <p><strong>References</strong></p> <p>Afanasiev, M, C Boehm, M van Driel, L Krischer, M Rietmann, DA May, MG Knepley, and A Fichtner (2019). Modular and flexible spectral-element waveform modelling in two and three dimensions, <em>Geophys. J. Int.</em>, 216(3), 1675–1692, doi: 10.1093/gji/ggy469</p> <p> </p> <p>Ahrens, J., Geveci, B., & Law, C. (2005). Paraview: An end-user tool for large data visualization. <em>The Visualization Handbook</em>, 717(8). <a href="https://doi.org/10.1016/b978-012387582-2/50038-1">https://doi.org/10.1016/b978-012387582-2/50038-1</a></p> <p> </p> <p>Hoyer, S., & Hamman, J. (2017). Xarray: N-D labeled arrays and datasets in Python. <em>Journal of Open Research Software</em>, 5(1). <a href="https://doi.org/10.5334/jors.148">https://doi.org/10.5334/jors.148</a></p> <p> </p> <p>Rodgers, A. (2023). Adjoint Waveform Tomography for Crustal and Upper Mantle Structure the Middle East and Southwest Asia for Improved Waveform Simulations Using Openly Available Broadband Data, technical report, LLNL-TR- 851939.</p> <p> </p> <p><strong>Acknowledgements</strong></p> <p>This project was support by Lawrence Livermore National Laboratory’s Laboratory Directed Research and Development project 20-ERD-008 and the National Nuclear Security Administration. This work was performed under the auspices of the U.S. Department of Energy by Lawrence Livermore National Laboratory under Contract DE-AC52-07NA27344. LLNL-MI-852402</p> <p> </p>
FIG. 7 in A new species of Tungurictis Colbert, 1939 (Carnivora, Hyaenidae) from the middle Miocene of Junggar Basin, northwestern China and the early divergence of basal hyaenids in East Asia
FIG. 7. — Tungurictis small sp., IVPP V 11497, left dentary fragment with m1 and m2 alveolus. A, stereo photos of occlusal view; B, lingual view; C, buccal view. Scale bars: 10 mm.
FIG. 5 in A new species of Tungurictis Colbert, 1939 (Carnivora, Hyaenidae) from the middle Miocene of Junggar Basin, northwestern China and the early divergence of basal hyaenids in East Asia
FIG. 5. — Tungurictis peignei, n. sp., IVPP V 25222, holotype, right dentary with p2-m2 (A, stereo photos, occlusal view, C, lingual, and D, buccal views) and IVPP V 11493, left dentary with p2-m1 (B, stereo photos, occlusal view; E, lingual view; F, buccal views). Scale bars: 10 mm.
FIG. 4 in A new species of Tungurictis Colbert, 1939 (Carnivora, Hyaenidae) from the middle Miocene of Junggar Basin, northwestern China and the early divergence of basal hyaenids in East Asia
FIG. 4. — Tungurictis peignei, n. sp., IVPP V 25222, holotype, isolated right I3, mesial view (A), right upper canine, buccal view (B), left P1, and left maxilla with P3-4 (C, stereo photos of occlusal view; D, buccal view). Scale bar: 10 mm.
Fig. 3 in Predatory midges of the tribes Palpomyiini and Sphaeromiini (Diptera: Ceratopogonidae) from the Middle East, with keys and descriptions of new species
Fig. 3. Bezzia (Sivabezzia) spp. A–D. Bezzia pachypyga, ♂ (from Remm 1974). A. Genitalia, ♂. B. Parameres. C. Aedeagus. D. Seminal capsules, ♀. – E–I. Bezzia melanoflava (from Clastrier 1958). E. Genitalia, ♂. F. Parameres. G. Aedeagus, ventral view. H. Aedeagus, lateral view. I. Seminal capsules, ♀.
Fig. 1 in Predatory midges of the tribes Palpomyiini and Sphaeromiini (Diptera: Ceratopogonidae) from the Middle East, with keys and descriptions of new species
Fig. 1. Bezzia libanensis Alwin & Szadziewski sp. nov., ♂. A. Wing. B. Thorax. C. Antennal scape and flagellum. D. Fore leg. E. Mid leg. F. Hind leg. G. Male genitalia. H. Male genitalia, ventral view. I. Parameres. J. Aedeagus.
Fig. 2 in Predatory midges of the tribes Palpomyiini and Sphaeromiini (Diptera: Ceratopogonidae) from the Middle East, with keys and descriptions of new species
Fig. 2. Bezzia sharjahi Szadziewski & Alwin sp. nov. A. Wing, ♀. B. Antennal flagellum, ♂. C. Antennal flagellum, ♀. D. Genitalia, ♂. E. Parameres. F. Aedeagus. G. Seminal capsules, ♀.
Figure 12 in A review of subtribe Phrosinellina Verves, 1989, with description of Phrosinella (Asiometopia) kocaki sp. nov. from the Middle East (Diptera: Sarcophagidae: Miltogramminae: Metopiaini)
Figure 12. Gymnopsidia inflaticornis (Allen). ♀: head laterally (after Shewell, 1987). Figure 13. Gymnoprosopa polita Townsend. ♀: head laterally (after Shewell, 1987). Figures 14–15. Phrosinella (s. str.) nasuta (Meigen), 14, ♂, Ukraine, Kyiv region, Rokytne District, Busheve village, N 49039′, E 30035′, open cast, 27.07.2012, head laterally (original photo); 15, ♂, total view dorsally (after Venturi, 1947). Figure 16. Phrosinella (Euhilarella) sannio (Zetterstedt, 1838). ♂: fore left tarsus laterally (after Verves, 1990). Figures 17–19. Phrosinella (Caspiomyia) persa (Rohdendorf, 1935) (orig.), ♂: 17- head dorsolaterally; 18- right wing dorsally; 19- abdomen dorsally.
Figures 1–6 in A review of subtribe Phrosinellina Verves, 1989, with description of Phrosinella (Asiometopia) kocaki sp. nov. from the Middle East (Diptera: Sarcophagidae: Miltogramminae: Metopiaini)
Figures 1–6. Phrosinella (Asiometopia) kocaki Verves & Khrokalo, sp. nov. Holotype ♂: 1- head anteriorly; 2- head laterally; 3- head dorsally; 4- fore left tarsus dorsally; 5- abdomen dorsally; 6- total view dorsally. Figures 7–11. Phrosinella (Asiometopia) kozlovi (Rohd.). ♂, Turkey: Iğdır, Ararat [recent: Mountain of Ağrı] below Serdarbulak, 5000′, 4.ix.1960: 7- head anteriorly; 8- head laterally; 9- fore tarsus dorsally; 10- abdomen dorsally; ♂, Mongolia: Kobdo aimak, Bulgan river, 25 km NNW of Bulgan habitation, 2.vii.1980: 11- abdomen dorsally.
Figs 15–16 in Review Of Subtribe Apodacrina (Diptera, Sarcophagidae) Of Middle East With Descriptions Of Ten New Species
Figs 15–16. Xeromyia merei (Séguy. 15 (male): a — habitus in lateral view; b — head in profile; c — head in frontal view; d — head in dorsal view; e — wing; f — abdomen in dorsal view; g — label. 16 (female): a — habitus in lateral view; b —head in profile; c — head in frontal view; d — head in dorsal view; e — wing; f — abdomen in dorsal view; g — label.
Fig. 6 in Review Of Subtribe Apodacrina (Diptera, Sarcophagidae) Of Middle East With Descriptions Of Ten New Species
Fig. 6. Apodacra idiopatica sp. n. (male): a — habitus in lateral view; b — head in profile; c — head in frontal view; d — head in dorsal view; e — wing; f — abdomen in dorsal view; g — label. Fig. 7. Apodacra melanura sp. n. (female): a — habitus in lateral view; b — head in profile; c — head in frontal view; d — head in dorsal view; e — wing; f — abdomen in dorsal view; g — label. Figs 8–9. Apodacra pulchra Egger. 8 (male): a —habitus in lateral view; b —head in profile; c —head in frontal view; d —head in dorsal view; e — fore leg in posterior view; f — wing and abdomen in lateral view; g — abdomen in dorsal view; h — Label. 9 (female): a —habitus in lateral view; b — abdomen in dorsal view; c — head in profile; d —head in frontal view; e —head in dorsal view; f — wing; g — label.
Figs 3–4 in Review Of Subtribe Apodacrina (Diptera, Sarcophagidae) Of Middle East With Descriptions Of Ten New Species
Figs 3–4. Apodacra dispar Vill.: 3 (male): a — habitus in lateral view; b — head in profile; c — head in frontal view; d — head in dorsal view; e — hind leg in anterior view; f — wing; g — abdomen in dorsal view; h — label. 4 (female): a — habitus in lateral view; b — abdomen in dorsal view; c— head in profile; d — head in frontal view; e — head in dorsal view; f — wing; g — label. Fig. 5. Apodacra firanense sp. n. (male): a — habitus in lateral view; b — head in profile; c — head in frontal view; d — head in dorsal view; e — hind legs in anterior view; f — wing & abdomen in dorsal view; g — label.
Fig. 12 in Review Of Subtribe Apodacrina (Diptera, Sarcophagidae) Of Middle East With Descriptions Of Ten New Species
Fig. 12. Xeromyia africana (Rohd.) (female): a —habitus in lateral view; b — abdomen in dorsal view; c —head in profile; d —head in frontal view; e —head in dorsal view; f — wing; g — label.
Figs 22–23 in Review Of Subtribe Apodacrina (Diptera, Sarcophagidae) Of Middle East With Descriptions Of Ten New Species
Figs 22–23. Xerophilomyia plumipes (Vill.). Fig. 22 (male): a — habitus in lateral view; b — head in profile; c — head in frontal view; d — head in dorsal view; e — middle leg in antrerior view; f — wing; g — abdomen in dorsal view;h — label. 23 (female): a —habitus in lateral view; b — wing & abdomen in dorsolateral view; c — head in profile; d — head in frontal view; e — head in dorsal view; f — wings & abdomen, dorsal view; g — label.
Figs 10–11 in Review Of Subtribe Apodacrina (Diptera, Sarcophagidae) Of Middle East With Descriptions Of Ten New Species
Figs 10–11. Apodacra seriemaculata Mcq.: 10 (male): a —habitus in lateral view; b —head in profile; c —head in frontal view; d — head in dorsal view; e — wing; f — abdomen in dorsal view; g — label. 11 (female): a — habitus in lateral view; b — abdomen in dorsal view; c —head in profile; d —head in frontal view; e —head in dorsal view; f — wing; g — label.
Fig. 19 in Review Of Subtribe Apodacrina (Diptera, Sarcophagidae) Of Middle East With Descriptions Of Ten New Species
Fig. 19. Xerophilomyia nigritarsus sp. n.: a —habitus in lateral view; b —head in profile; c —head in frontal view; d —head in dorsal view; e — wing & abdomen in dorsolateral view; f — abdomen in dorsal view; g — label. Figs 20–21. Xerophilomyia nigropicta Rohd. 20 (male): a — habitus in lateral view; b — head in profile; c — head in frontal view; d — head in dorsal view; e — widdle leg in antrerior view; f — wing; g — abdomen in dorsal view; h — label. 21 (female): a —habitus in lateral view; b — abdomen in dorsal view; c — head in profile; d — head in frontal view; e — head in dorsal view; f — wing abdomen, lateral view; g — label.
Figs 17–18 in Review Of Subtribe Apodacrina (Diptera, Sarcophagidae) Of Middle East With Descriptions Of Ten New Species
Figs 17–18. Xeromyia stenorhina (Rohd.). 17 (male): a — habitus in lateral view; b — head in profile; c — head in frontal view; d — head in dorsal view; e — wing; f — abdomen in dorsal view; g — label. 18 (female): a — habitus in lateral view; b — abdomen in dorsal view; c — head in profile; d — head in frontal view; e — head in dorsal view; f — wing; g — label.
Figs 1–2 in Review Of Subtribe Apodacrina (Diptera, Sarcophagidae) Of Middle East With Descriptions Of Ten New Species
Figs 1–2. Apodacra chrysocephala Rohd.: 1 (male): a — habitus in lateral view; b — habitus in dorsal view; c — head in profile; d — head in frontal view; e — fore leg in anterior view; f — wing; g — label. 2(female): a — habitus in lateral view; b — abdomen in dorsal view; c — head in profile; d — head in frontal view; e — head in dorsal view; f — wing; g — label.
Fig. 5 in The Carpomyini Fruit Flies Diptera: Tephritidae Of Europe Caucasus And Middle East: New Records Of Pests With Improved Keys
Fig. 5. Rhagoletis spp. mesonotums (1–8), dorsal view, and head (2), lateral view: 1 — R. completa; 2 — R. bagheera; 3 — R. berberidis; 4 — R. cerasi; 5 — R. flavicincta; 6 — R. flavigenualis; 7 — R. obsoleta, Myhiia; 8 — R. sp. near obsoleta, Mt. Hermon.
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