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Fig. 8 in New species of the genus Cerceris LATREILLE, 1802 from Sub-Saharan Africa Hymenoptera, Apoidea, Crabronidae Part I
Fig. 8: Cerceris hanangensis DOLLFUSS nov.sp. ♁: (a) clypeus; (b) clypeus lateral view; (c) flagellum; (d) pygidial plate; (e) petiolus; (f) genitalia dorsal and gonostyle in lateral view.
Fig. 14 in New species of the genus Cerceris LATREILLE, 1802 from Sub-Saharan Africa Hymenoptera, Apoidea, Crabronidae Part I
Fig. 14: Cerceris nigeriaensis DOLLFUSS nov.sp. ♁: (a) clypeus; (b) clypeus lateral; (c) flagellum; (d) pygidial plate; (e) sternum VI lateral view; (f) petiolus; (g) genitalia dorsal and gonostylus in lateral view.
Fig. 17 in New species of the genus Cerceris LATREILLE, 1802 from Sub-Saharan Africa Hymenoptera, Apoidea, Crabronidae Part I
Fig. 17: Cerceris pseudocurvitarsis DOLLFUSS nov.sp. ♀: (a) clypeus; (b) clypeus lateral view; (c) flagellum; (d) pygidial plate; (e) petiolus.
Fig. 6 in New species of the genus Cerceris LATREILLE, 1802 from Sub-Saharan Africa Hymenoptera, Apoidea, Crabronidae Part I
Fig. 6: Cerceris ethiopia DOLLFUSS nov.sp. ♁: (a) clypeus; (b) clypeus lateral view; (c) flagellum; (d) pygidial plate; (e) petiolus; (f) genitalia dorsal and gonostylus in lateral view.
Fig. 20 in New species of the genus Cerceris LATREILLE, 1802 from Sub-Saharan Africa Hymenoptera, Apoidea, Crabronidae Part I
Fig. 20: Cerceris ptah DOLLFUSS nov.sp. ♀: (a) clypeus; (b) clypeus lateral view; (c) flagellum; (d) pygidial plate; (e) petiolus.
Fig. 5 in New species of the genus Cerceris LATREILLE, 1802 from Sub-Saharan Africa Hymenoptera, Apoidea, Crabronidae Part I
Fig. 5: Cerceris ethiopia DOLLFUSS nov.sp. ♀: (a) clypeus; (b) clypeus lateral view; (c) flagellum; (d) pygidial plate; (e) petiolus.
Fig. 12 in New species of the genus Cerceris LATREILLE, 1802 from Sub-Saharan Africa Hymenoptera, Apoidea, Crabronidae Part I
Fig. 12: Cerceris namibiensis DOLLFUSS nov.sp. ♁: (a) clypeus; (b) clypeus lateral view; (c) flagellum; (d) pygidial plate; (e) petiolus; (f) genitalia dorsal and gonostylus in lateral view.
Fig. 16 in New species of the genus Cerceris LATREILLE, 1802 from Sub-Saharan Africa Hymenoptera, Apoidea, Crabronidae Part I
Fig. 16: Cerceris pseudoanubis DOLLFUSS nov.sp. ♁: (a) clypeus; (b) clypeus lateral view; (c) flagellum; (d) pygidial plate; (e) petiolus; (f) genitalia dorsal and gonostyle in lateral view.
Fig. 19 in New species of the genus Cerceris LATREILLE, 1802 from Sub-Saharan Africa Hymenoptera, Apoidea, Crabronidae Part I
Fig. 19: Cerceris pseudosolitaria DOLLFUSS nov.sp. ♁: (a) clypeus; (b) clypeus lateral view; (c) flagellum; (d) pygidial plate; (e) petiolus; (f) genitalia dorsal and gonostyle in lateral view.
Fig. 11 in New species of the genus Cerceris LATREILLE, 1802 from Sub-Saharan Africa Hymenoptera, Apoidea, Crabronidae Part I
Fig. 11: Cerceris namibiensis DOLLFUSS nov.sp. ♀: (a) clypeus; (b) clypeus lateral view; (c) pygidial plate; (d) petiolus.
Transport Starter Data Kit: Historical socio-transport data for South Africa
<p>This Transport Starter Data Kit contains historical annual data (1990–2021) on passenger and freight activity, segregated by mode and fuel. Additionally, historical data on energy intensities, load factors, vehicle stock, population (total, urban, rural, growth), and GDP (total, agriculture, construction, mining, manufacturing, service, energy, growth) are included in the kit, within the 'Data' tab. The historical data can be used as a foundation for transport-energy modelling and/or to identify areas of improvement. This data was verified through consultation with relevant stakeholders before publishing. The definition used for each vehicle mode is found in the 'Definitions' tab, and the description of each data observation status is found in the 'Notes' tab. All data sources are linked where possible.</p>
Figure 3 in New asterinid species from Africa and Australia (Echinodermata: Asteroidea: Asterinidae)
Figure 3. Asterina hoensonae sp. nov. (photos a, c by L. Altoff and A. Falconer; b, d by C. Rowley). Holotype, NHM 1975.10.29.47 (R = 12 mm). a, abactinal surface with section of abactinal plates removed. b, abactinal subdigitiform to subgranuliform spinelets. c, abactinal view (plates cleared, section of plates removed), showing doubly papulate carinal series of plates (left arrows) and absence of superambulacral plates (right arrow). d, oral, suboral, furrow, subambulacral and proximal actinal spines.
Figure 5 in New asterinid species from Africa and Australia (Echinodermata: Asteroidea: Asterinidae)
Figure 5. Tegulaster leptalacantha (H.L. Clark, 1916) (photos by C. Rowley). a, c, e, Disasterina leptalacantha var africana Mortensen, 1933, syntype, S.A.M. A22559 (R = 16 mm). a, abactinal surface (not cleared). c, tufts of acicular inferomarginal spinelets. e, oral, suboral, furrow, subambulacral and proximal actinal spines. Tegulaster leptalacantha, b, d, f, Sodwana Bay specimens. b, disc and proximal abactinal surface (not cleared; MRAC 1746; R = 17 mm). d, tufts of acicular inferomarginal spinelets (MRAC 1744; R = 18 mm). f, oral, suboral, furrow, subambulacral and proximal actinal spines (MRAC 1746; R = 17 mm)
Figure 2. Asterina gracilispina H.L. Clark, 1923 in New asterinid species from Africa and Australia (Echinodermata: Asteroidea: Asterinidae)
Figure 2. Asterina gracilispina H.L. Clark, 1923 (photos by C. Rowley). Holotype, S.A.M. A22559 (R = 6 mm). a, abactinal surface, insert showing spinelets. b, carinal series of doubly papulate plates and spinelets. c, actinal surface with actinal plates in longitudinal series. d, oral, suboral, furrow, subambualcral and proximal actinal spines.
Figure 4 in New asterinid species from Africa and Australia (Echinodermata: Asteroidea: Asterinidae)
Figure 4. Callopatiria cabrinovici sp. nov. (photos by L. Altoff and A. Falconer). Holotype, NHM 1965.6.1.743 (R = 27–35 mm). a, abactinal view, insert showing spinelets. b, cleared proximal upper ray showing "field" of irregular singly papulate primary and few secondary plates. c, lateral view of cleared ray showing longitudinal series of plates, and superomarginal and inferomarginal series of plates. d, cleared ray with section of abactinal plates removed, showing superactinal plates (upper right arrow), superambulacral plates (lower right arrow) and ambulacral plates (left arrow). e, actinal surface showing longitudinal series of actinal plates. f, oral, suboral, furrow, subambulacral and proximal actinal spines.
Comparison of Cropland Maps Derived from Land Cover Maps in Sub-Saharan Africa
<p>This data repository provides the datasets associated with analysis conducted in Kerner et al. (2024), citation below.</p> <p>The CSV file `intercomparison-results.csv` gives a table metrics for each of 11 land cover maps (plus a majority vote ensemble of all maps) evaluated using the reference dataset for each of 8 countries (Kenya, Rwanda, Uganda, Tanzania, Mali, Malawi, Togo, and Zambia). The reference datasets are provided as zip files. To ensure these datasets can be used for independent evaluation and comparison between maps in the future, the reference datasets should ONLY be used for final, independent evaluation of data products/model outputs; they should NOT be used for training models, tuning hyperparameters, or any other decisions during model/map development. </p> <p>The provided tif files contain the consensus maps (sum of all 11 maps) used to compute consensus statistics in Kerner et al. (2024).</p> <p>Kerner, H., Nakalembe, C., Yang, A., Zvonkov, I., McWeeny, R., Tseng, G., and Becker-Reshef, I. (2024). How accurate are existing land cover maps for agriculture in Sub-Saharan Africa? <em>Under review</em>. </p>
Figs 2, 3 in Seasonal variations in ixodid tick populations on a commercial game farm in the Limpopo Province, South Africa
Figs 2, 3. Numbers of Rhipicephalus (Boophilus) decoloratus collected in wetter and drier months (2), and in warmer and cooler months (3).
Fig. 2. Haplotype network calculated from the E in Molecular assessment of commercial and laboratory stocks of Eisenia spp. (Oligochaeta: Lumbricidae) from South Africa
Fig. 2. Haplotype network calculated from the E. andrei COI haplotypes found in the South African earthworm groups investigated. The size of the circles is proportional to the number of earthworms sharing the same haplotype. The numbers on the branches indicate the positions of mutations on the COI sequences, mv1 represents a median vector (intermediate haplotypes, not found in this study).
Fig. 1 in Molecular assessment of commercial and laboratory stocks of Eisenia spp. (Oligochaeta: Lumbricidae) from South Africa
Fig. 1. Neighbour-joining tree based on the K2P method. Bootstrap support obtained for specific nodes are reported. Genbank accession numbers or BOLD process IDs are provided in brackets for the sequences downloaded from either Genbank or BOLD. Allolobophoridella eiseni and Microscolex phosphoreus were included as outgroups. Asterisk indicates dubious E. andrei sequences from BOLD.
Replication Data for the paper "Predicting Food-Security Crises in the Horn of Africa Using Machine Learning"
<p>This folder contains all input data necessary to run the machine learning model as described in the paper "Predicting Food Security Crises in the Horn of Africa Using Machine Learning". </p><p>This model is developed at the Institute for Environmental Studies, Vrije Universiteit Amsterdam. </p><p>Questions or remarks can be send to tim.busker@vu.nl</p>
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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.