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Figure 4 from: Murray M, O'Donnell M, Laufersweiler MJ, Novak J, Rozum B, Thompson S (2019) A survey of the state of research data services in 35 U.S. academic libraries, or "Wow, what a sweeping question". Research Ideas and Outcomes 5: e48809. https://doi.org/10.3897/rio.5.e48809

Figure 4 Disciplinary categorization of campus groups that provide RDS (n=34). Discipline codes are defined as follows: Bio: Groups that specialize in biology, including health and medicine; Bio/Stats: Groups that specialize in biology and statistics; Data: no specific discipline but has the word 'data' in the name; GIS: Groups that specialize in spatial and GIS (Geographic Information Systems) data; Humanities: Groups specializing in humanities; Social/Stats: Groups that specialize in statistics and social science; SocialSci: Groups specializing in social science; Stats: Groups specializing in statistics.

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Supplementary material 1 from: Staab M (2019) Plagiolepis alluaudi Emery, 1894, a globally spreading exotic ant (Hymenoptera, Formicidae) newly recorded from Tenerife (Canary Islands, Spain). Journal of Hymenoptera Research 74: 83-91. https://doi.org/10.3897/jhr.74.47315

: Data type: Occurrence data

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Figure 2 from: Staab M (2019) Plagiolepis alluaudi Emery, 1894, a globally spreading exotic ant (Hymenoptera, Formicidae) newly recorded from Tenerife (Canary Islands, Spain). Journal of Hymenoptera Research 74: 83-91. https://doi.org/10.3897/jhr.74.47315

Figure 2 Plagiolepis alluaudi dealate queen (MS1866) from Puerto de la Cruz, Tenerife A body in profile B body in dorsal view C head in full-face view. The specimen was collected from the same colony as the worker in Fig. 1.

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Figure 1 from: Staab M (2019) Plagiolepis alluaudi Emery, 1894, a globally spreading exotic ant (Hymenoptera, Formicidae) newly recorded from Tenerife (Canary Islands, Spain). Journal of Hymenoptera Research 74: 83-91. https://doi.org/10.3897/jhr.74.47315

Figure 1 Plagiolepis alluaudi worker (MS1866) from Puerto de la Cruz, Tenerife A body in profile B body in dorsal view C head in full-face view.

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Figure 5 from: Sabbatini Peverieri G, Mitroiu M-D, Bon M-C, Balusu R, Benvenuto L, Bernardinelli I, Fadamiro H, Falagiarda M, Fusu L, Grove E, Haye T, Hoelmer K, Lemke E, Malossini G, Marianelli L, Moore MR, Pozzebon A, Roversi P-F, Scaccini D, Shrewsbury P, Tillman G, Tirello P, Waterworth R, Talamas EJ (2019) Surveys of stink bug egg parasitism in Asia, Europe and North America, morphological taxonomy, and molecular analysis reveal the Holarctic distribution of Acroclisoides sinicus (Huang & Liao) (Hymenoptera, Pteromalidae). Journal of Hymenoptera Research 74: 123-151. https://doi.org/10.3897/jhr.74.46701

Figure 5 Boxplot of pair-wise molecular distances between (left) the Acroclisoides haplotypes evidenced in this study, (center) conspecific individuals in the Pteromalinae, (right) individuals from different species of the same genus in the Pteromalinae.

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Figure 4 from: Sabbatini Peverieri G, Mitroiu M-D, Bon M-C, Balusu R, Benvenuto L, Bernardinelli I, Fadamiro H, Falagiarda M, Fusu L, Grove E, Haye T, Hoelmer K, Lemke E, Malossini G, Marianelli L, Moore MR, Pozzebon A, Roversi P-F, Scaccini D, Shrewsbury P, Tillman G, Tirello P, Waterworth R, Talamas EJ (2019) Surveys of stink bug egg parasitism in Asia, Europe and North America, morphological taxonomy, and molecular analysis reveal the Holarctic distribution of Acroclisoides sinicus (Huang & Liao) (Hymenoptera, Pteromalidae). Journal of Hymenoptera Research 74: 123-151. https://doi.org/10.3897/jhr.74.46701

Figure 4 Haplotype network of the 49 Acroclisoides sinicus barcodes analyzed in this study. Each circle corresponds to one haplotype; circle size gives the proportion of individuals belonging to the haplotype. The color of the circles represents the geographical origin. Numbers correspond to the haplotype numbers. Hash marks symbolize the number of mutations between haplotypes.

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Figure 1 from: Sabbatini Peverieri G, Mitroiu M-D, Bon M-C, Balusu R, Benvenuto L, Bernardinelli I, Fadamiro H, Falagiarda M, Fusu L, Grove E, Haye T, Hoelmer K, Lemke E, Malossini G, Marianelli L, Moore MR, Pozzebon A, Roversi P-F, Scaccini D, Shrewsbury P, Tillman G, Tirello P, Waterworth R, Talamas EJ (2019) Surveys of stink bug egg parasitism in Asia, Europe and North America, morphological taxonomy, and molecular analysis reveal the Holarctic distribution of Acroclisoides sinicus (Huang & Liao) (Hymenoptera, Pteromalidae). Journal of Hymenoptera Research 74: 123-151. https://doi.org/10.3897/jhr.74.46701

Figure 1 Typical shapes of exit holes produced by egg parasitoids of Halyomorpha halys in Europe: Anastatus bifasciatus male (A) and female (B) (NE-Italy); Acroclisoides sinicus (C, D) (NE-Italy); Trissolcus mitsukurii (E) (NE-Italy) and Trissolcus japonicus (F) (Switzerland).

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Figure 3 from: Sabbatini Peverieri G, Mitroiu M-D, Bon M-C, Balusu R, Benvenuto L, Bernardinelli I, Fadamiro H, Falagiarda M, Fusu L, Grove E, Haye T, Hoelmer K, Lemke E, Malossini G, Marianelli L, Moore MR, Pozzebon A, Roversi P-F, Scaccini D, Shrewsbury P, Tillman G, Tirello P, Waterworth R, Talamas EJ (2019) Surveys of stink bug egg parasitism in Asia, Europe and North America, morphological taxonomy, and molecular analysis reveal the Holarctic distribution of Acroclisoides sinicus (Huang & Liao) (Hymenoptera, Pteromalidae). Journal of Hymenoptera Research 74: 123-151. https://doi.org/10.3897/jhr.74.46701

Figure 3 Acroclisoides sinicus: paratype of A. solus ♀ (U.S.A.), habitus in lateral view (A); idem, head in frontal view (B); ♂ (Switzerland), habitus in lateral view (C); idem, head in frontal view (D).

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Figure 2 from: Sabbatini Peverieri G, Mitroiu M-D, Bon M-C, Balusu R, Benvenuto L, Bernardinelli I, Fadamiro H, Falagiarda M, Fusu L, Grove E, Haye T, Hoelmer K, Lemke E, Malossini G, Marianelli L, Moore MR, Pozzebon A, Roversi P-F, Scaccini D, Shrewsbury P, Tillman G, Tirello P, Waterworth R, Talamas EJ (2019) Surveys of stink bug egg parasitism in Asia, Europe and North America, morphological taxonomy, and molecular analysis reveal the Holarctic distribution of Acroclisoides sinicus (Huang & Liao) (Hymenoptera, Pteromalidae). Journal of Hymenoptera Research 74: 123-151. https://doi.org/10.3897/jhr.74.46701

Figure 2 Acroclisoides sinicus, ♀ (Italy, Cordenons): habitus in dorso-lateral view (A); head in frontal view (B); head in dorsal view (C); fore wing (D); antennae (E); mesosoma in dorsal view (F); mesosoma in lateral view (G).

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Figure 7 from: Park B, Prous M, Lee J-W (2019) Taxonomic review of genus Empria Lepeletier & Serville (Hymenoptera, Tenthredinidae) in South Korea: morphological and molecular identification of two new species. Journal of Hymenoptera Research 74: 1-25. https://doi.org/10.3897/jhr.74.39299

Figure 7 Male penis valves. AEmpria candidata from Gangwon, South Korea BE. tridentis from Gangwon, South Korea CE. wui from Gyeongbuk, South Korea DE. zhangi from Jeonnam, South Korea EE. lycroi, sp. nov. from Primorsky Krai, Russia (paratype, DEI-GISHym83873) FE. nigroterga, sp. nov. from Gyeongbuk, South Korea (paratype, YNU-Sym1173). Scale bars: 0.1 mm (A–F).

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Figure 8 from: Park B, Prous M, Lee J-W (2019) Taxonomic review of genus Empria Lepeletier & Serville (Hymenoptera, Tenthredinidae) in South Korea: morphological and molecular identification of two new species. Journal of Hymenoptera Research 74: 1-25. https://doi.org/10.3897/jhr.74.39299

Figure 8 Maximum likelihood tree of Empria based on mitochondrial COI and nuclear NaK and POL2. Best-fit model chosen according to the Bayesian information criterion was GTR + R3. Numbers above nodes show SH-aLRT support (%) / ultrafast bootstrap support (%) values. Support values for weakly supported branches (< 90) are not shown. Letters "f" and "m" stand for "female" and "male". Numbers at the end of the tip labels refer to the length of the sequence and the number of heterozygous positions in nuclear DNA. Empria candidata and E. multicolor were used to root the tree.

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Figure 5 from: Park B, Prous M, Lee J-W (2019) Taxonomic review of genus Empria Lepeletier & Serville (Hymenoptera, Tenthredinidae) in South Korea: morphological and molecular identification of two new species. Journal of Hymenoptera Research 74: 1-25. https://doi.org/10.3897/jhr.74.39299

Figure 5 Empria wui, holotype (CSCSEmp6). A claw B dorsal habitus C lateral habitus D lateral abdomen E frontal head F labels G ovipositor. Scale bars: 2 mm (B); 1 mm (C, D); 0.5 mm (E); 0.1 mm (A, G).

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Figure 6 from: Park B, Prous M, Lee J-W (2019) Taxonomic review of genus Empria Lepeletier & Serville (Hymenoptera, Tenthredinidae) in South Korea: morphological and molecular identification of two new species. Journal of Hymenoptera Research 74: 1-25. https://doi.org/10.3897/jhr.74.39299

Figure 6 Female lancets. AEmpria candidata from Gangwon, South Korea BE. tridentis from Gangwon, South Korea CE. wui from Shanxi, China (W08-03a) DE. zhangi from Jeonnam, South Korea EE. lycroi, sp. nov. from Primorsky Krai, Russia (paratype, NSMT232) FE. nigroterga, sp. nov. from Daejeon, South Korea (paratype, YNU-Sym1176). Scale bars: 0.1 mm (A–F).

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Figure 4 from: Park B, Prous M, Lee J-W (2019) Taxonomic review of genus Empria Lepeletier & Serville (Hymenoptera, Tenthredinidae) in South Korea: morphological and molecular identification of two new species. Journal of Hymenoptera Research 74: 1-25. https://doi.org/10.3897/jhr.74.39299

Figure 4 Empria nigroterga sp. nov. from Chungnam, South Korea: A, C, E–G holotype, YNU-Sym0023 B, D, H–K allotype, YNU-Sym1160 A, B dorsal habitus C, D lateral habitus E, H dorsal head F, I frontal head G ventral abdomen at apex J sternum 9 K claw. Scale bars: 2 mm (A, B); 1 mm (C, D); 0.5 mm (E–J); 0.1 mm (K).

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Figure 2 from: Park B, Prous M, Lee J-W (2019) Taxonomic review of genus Empria Lepeletier & Serville (Hymenoptera, Tenthredinidae) in South Korea: morphological and molecular identification of two new species. Journal of Hymenoptera Research 74: 1-25. https://doi.org/10.3897/jhr.74.39299

Figure 2 Empria spp.: A, B, E, G, I, JE. wui, female from Shanxi, China and male from Gyeongbuk, South Korea C, D, F, H, K, LE. zhangi from Gangwon, South Korea A, C dorsal habitus, female B, D dorsal habitus, male E, F lateral habitus, female G, H lateral habitus, male I, K frontal head, female J, L frontal head, male. Scale bars: 2 mm (A–D); 1 mm (E–H); 0.5 mm (I–L).

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Figure 1 from: Park B, Prous M, Lee J-W (2019) Taxonomic review of genus Empria Lepeletier & Serville (Hymenoptera, Tenthredinidae) in South Korea: morphological and molecular identification of two new species. Journal of Hymenoptera Research 74: 1-25. https://doi.org/10.3897/jhr.74.39299

Figure 1 Empria spp.: A, B, E, G, I, JE. candidata from Gangwon, South Korea C, D, F, H, K, LE. tridentis, female from Jeonnam and male from Gangwon, South Korea A, C dorsal habitus, female B, D dorsal habitus, male E, F lateral habitus, female G, H lateral habitus, male I, K frontal head, female J, L frontal head, male. Scale bars: 2 mm (A–D); 1 mm (E–H); 0.5 mm (I–L).

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Figure 3 from: Park B, Prous M, Lee J-W (2019) Taxonomic review of genus Empria Lepeletier & Serville (Hymenoptera, Tenthredinidae) in South Korea: morphological and molecular identification of two new species. Journal of Hymenoptera Research 74: 1-25. https://doi.org/10.3897/jhr.74.39299

Figure 3 Empria lycroi sp. nov. from Primorsky Krai, Russia: A, C, E–G, K holotype, DEI-GISHym86081 B, D, H–J, L allotype, DEI-GISHym80769. A, B dorsal habitus C, D lateral habitus E, H dorsal head F, I frontal head G ventral abdomen at apex J sternum 9 K, L claw. Scale bars: 2 mm (A, B); 1 mm (C, D); 0.5 mm (E–J); 0.1 mm (K, L).

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Supplementary material 2 from: Wong D-M, Bain A, Shiao S-F, Chou L-S (2019) Fighting injuries, fig exit, and dimorphism in two species of sycoryctine fig wasp (Chalcidoidea, Pteromalidae). Journal of Hymenoptera Research 74: 105-121. https://doi.org/10.3897/jhr.74.36461

: Data type: multimedia

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Figure 2 from: Wong D-M, Bain A, Shiao S-F, Chou L-S (2019) Fighting injuries, fig exit, and dimorphism in two species of sycoryctine fig wasp (Chalcidoidea, Pteromalidae). Journal of Hymenoptera Research 74: 105-121. https://doi.org/10.3897/jhr.74.36461

Figure 2 Relationship between head width and mandible length in aPhilotrypesis and bSycorycteridea. Typical Philotrypesis and small Sycorycteridea are represented by the unfilled circles whereas atypical Philotrypesis and large Sycorycteridea are represented by filled circles.

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Figure 1 from: Wong D-M, Bain A, Shiao S-F, Chou L-S (2019) Fighting injuries, fig exit, and dimorphism in two species of sycoryctine fig wasp (Chalcidoidea, Pteromalidae). Journal of Hymenoptera Research 74: 105-121. https://doi.org/10.3897/jhr.74.36461

Figure 1 Frontal view of the males of the two studied species and mandible outline (a) a "typical" Philotrypesis male: rounded back of the head and broad mandibles (b) "atypical" Philotrypesis male: head more square and falcate mandibles (c) Sycorycteridea small male, rectangular head (d) Sycorycteridea large male, lantern-shaped head.

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ScienceDex guides

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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

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