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FIGURE 1. Primulina pingleensis. A. Habitat. B. Habit. C. Leaf blade. D. Bracts. E. Cyme. F. Opened corolla. G. Pistil. H. Flower, front view. I. Stamen, side view. J. Flower, top view. K. Flower, side view. L. Stigma. M. Disc. N in Primulina pingleensis (Gesneriaceae), a new species from Guangxi, China

FIGURE 1. Primulina pingleensis. A. Habitat. B. Habit. C. Leaf blade. D. Bracts. E. Cyme. F. Opened corolla. G. Pistil. H. Flower, front view. I. Stamen, side view. J. Flower, top view. K. Flower, side view. L. Stigma. M. Disc. N. Calyx lobe, adaxial view. Photos by Ying Qin.

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◂Fig. 10 Scanning electron microscopy images of Ramisyllis kingghidorahi n. sp., posterior-most regions and epithelium details. A–D Posterior ends. Arrow in C and D points to heavily ciliated anus. E– G Minute crests on the dorsal surface of midbody segments. Arrows point to crests laterally located on the dorsal surface. H Dorsal surface of posterior segments. I Clumps of cilia on dorsal surface of proventricular segments. Arrows pointing to pores in H. Scale bars: 100 µm A, B, I, 50 um C, G, 5 µm D, E,4 µm F, and 3 µm H in Ramisyllis kingghidorahi n. sp., a new branching annelid from Japan

◂Fig. 10 Scanning electron microscopy images of Ramisyllis kingghidorahi n. sp., posterior-most regions and epithelium details. A–D Posterior ends. Arrow in C and D points to heavily ciliated anus. E– G Minute crests on the dorsal surface of midbody segments. Arrows point to crests laterally located on the dorsal surface. H Dorsal surface of posterior segments. I Clumps of cilia on dorsal surface of proventricular segments. Arrows pointing to pores in H. Scale bars: 100 µm A, B, I, 50 um C, G, 5 µm D, E,4 µm F, and 3 µm H

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◂Fig. 8 Light microscope images of living specimens of Ramisyllis kingghidorahi n. sp. A Branching point. B, E–G Posterior ends showing pygidia. C, D, H, I Midbody segments in regions of long dorsal cirri. Arrows point to the ventral blood vessel in H and the digestive tract in I.A, D, E, and I in dorsal view. B, C, F and H in ventral view. G In lateral view. Scale bars: 500 µm A, E, 200 µm B, C, D, 100 µm F, H, I, and 50 µm G in Ramisyllis kingghidorahi n. sp., a new branching annelid from Japan

◂Fig. 8 Light microscope images of living specimens of Ramisyllis kingghidorahi n. sp. A Branching point. B, E–G Posterior ends showing pygidia. C, D, H, I Midbody segments in regions of long dorsal cirri. Arrows point to the ventral blood vessel in H and the digestive tract in I.A, D, E, and I in dorsal view. B, C, F and H in ventral view. G In lateral view. Scale bars: 500 µm A, E, 200 µm B, C, D, 100 µm F, H, I, and 50 µm G

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FIGURE 4. Graptopetalum trujilloi. A–B. Rosette adaxial and abaxial sides. C. Pendant crowded rosettes. D–E and G in Graptopetalum trujilloi (Crassulaceae), a new haplostemonous and critically endangered species endemic to western Mexico: comments on taxa of subg. Glassia

FIGURE 4. Graptopetalum trujilloi. A–B. Rosette adaxial and abaxial sides. C. Pendant crowded rosettes. D–E and G. Flowers with reflexed stamens (side and upright views). F. Dissected flower showing nectaries, and shape of carpels. H. Full panicle. I. Pendant ramose habit with distally curved stems. Photographs: A–B and I by Santiago Rosales, C–H by J. Etter & M. Kristen.

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FIGURE. Puccinia klugkistiana on Ligustrum obtusifolium (A–F, N, O, P) and Cleistogenes hackelii (G–N). A. Plant hedges producing spermogonia and aecia in the field. B. Spermogonia on the upper leaf surface. C. Vertical section of an aecium surrounded with peridia. D. Aecia on the lower leaf surface. E. Vertical section of a spermogonium. F. Aeciospores. G. Uredinia on the leaf surface. H. Vertical section of a uredinium. I. Urediniospores. J, K. Telia on the leaf surface. L. Teliospores. M. Urediniospore observed under SEM. N. Vertical section of an uredinium observed under SEM. O. Aecium observed under SEM. P. Aeciospores with various sizes of verrucae on the surface observed under SEM. Scale bars: C = 100 μm, E, F = 20 μm, H, I = 30 μm, M = 5 μm, P = 10 μm, H, L, O = 40 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia klugkistiana on Ligustrum obtusifolium (A–F, N, O, P) and Cleistogenes hackelii (G–N). A. Plant hedges producing spermogonia and aecia in the field. B. Spermogonia on the upper leaf surface. C. Vertical section of an aecium surrounded with peridia. D. Aecia on the lower leaf surface. E. Vertical section of a spermogonium. F. Aeciospores. G. Uredinia on the leaf surface. H. Vertical section of a uredinium. I. Urediniospores. J, K. Telia on the leaf surface. L. Teliospores. M. Urediniospore observed under SEM. N. Vertical section of an uredinium observed under SEM. O. Aecium observed under SEM. P. Aeciospores with various sizes of verrucae on the surface observed under SEM. Scale bars: C = 100 μm, E, F = 20 μm, H, I = 30 μm, M = 5 μm, P = 10 μm, H, L, O = 40 μm.

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FIGURE. Puccinia cerinthes-agropyrina on Clematis sp. A. Plants producing spermogonia and aecia on the leaves and stems in the field. B. Spermogonia and aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Aecia on the stem. E. Aeciospores. F. Aeciospore with verrucose surface observed under SEM. G. Aecium observed under SEM. H. Vertical section of an aecium. Scale bars: C = 20 μm, E, H = 30 μm, F = 5 μm, G = 100 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia cerinthes-agropyrina on Clematis sp. A. Plants producing spermogonia and aecia on the leaves and stems in the field. B. Spermogonia and aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Aecia on the stem. E. Aeciospores. F. Aeciospore with verrucose surface observed under SEM. G. Aecium observed under SEM. H. Vertical section of an aecium. Scale bars: C = 20 μm, E, H = 30 μm, F = 5 μm, G = 100 μm.

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FIGURE. Puccinia phragmitis on Rumex patientia (A–E, I, K) and Phragmites australis (F–H, J). A, B Spermogonia and aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Vertical section of an aecium surrounded with peridia. E. Aeciospores. F, G. Telia on the leaf surface. H. Teliospores. I. Aecium observed under SEM. J. Vertical section of a telium. K. Aeciospores with various sizes of verrucae on the surface observed under SEM. Scale bars: C, D, E = 30 μm, H = 10 μm, I = 100 μm, J = 20 μm, K = 3 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia phragmitis on Rumex patientia (A–E, I, K) and Phragmites australis (F–H, J). A, B Spermogonia and aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Vertical section of an aecium surrounded with peridia. E. Aeciospores. F, G. Telia on the leaf surface. H. Teliospores. I. Aecium observed under SEM. J. Vertical section of a telium. K. Aeciospores with various sizes of verrucae on the surface observed under SEM. Scale bars: C, D, E = 30 μm, H = 10 μm, I = 100 μm, J = 20 μm, K = 3 μm.

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FIGURE. Puccinia miscanthi on Plantago asiatica (A–H) and Miscanthus sacchariflorus (I–Q). A. Plants producing spermogonia and aecia on the leaf surface. B. Spermogonia on the leaf surface. C. Aecia on lower leaf surface. D. Vertical section of a spermogonium. E. Aeciospores. F. Vertical section of an aecium observed under SEM. G. Aeciospores with verrucose surface observed by SEM. H. Vertical section of an aecium surrounded by peridia. I. Plants producing uredinia on the leaf surface in the field. J. Vertical section of an uredinium with paraphyses. K. Urediniospores. L. Uredinia on the leaf surface. M. Uredinium on the leaf surface observed under SEM. N. Urediniospore with echinulate surface observed under SEM. O. Telia on the leaf surface. P. Vertical section of a telium. Q. Teliospores. Scale bars: D, E, K = 20 μm, F, H, M = 100 μm, G = 5 μm, J, P, Q = 30 μm, N = 10 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia miscanthi on Plantago asiatica (A–H) and Miscanthus sacchariflorus (I–Q). A. Plants producing spermogonia and aecia on the leaf surface. B. Spermogonia on the leaf surface. C. Aecia on lower leaf surface. D. Vertical section of a spermogonium. E. Aeciospores. F. Vertical section of an aecium observed under SEM. G. Aeciospores with verrucose surface observed by SEM. H. Vertical section of an aecium surrounded by peridia. I. Plants producing uredinia on the leaf surface in the field. J. Vertical section of an uredinium with paraphyses. K. Urediniospores. L. Uredinia on the leaf surface. M. Uredinium on the leaf surface observed under SEM. N. Urediniospore with echinulate surface observed under SEM. O. Telia on the leaf surface. P. Vertical section of a telium. Q. Teliospores. Scale bars: D, E, K = 20 μm, F, H, M = 100 μm, G = 5 μm, J, P, Q = 30 μm, N = 10 μm.

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FIGURE. Puccinia achnatheri-sibirici on Berberis amurensis (A–H) and Stipa baicalensis (I–M). A. Plants producing spermogonia and aecia on leaf surface in the field. B. Aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Spermogonia on the upper leaf surface. E. Vertical section of an aecium surrounded with peridia. F. Aeciospores. G. Aecium observed under SEM. H. Aeciospore with verrucose surface observed under SEM. I, J. Telia on the leaf surface. K. Urediniospores. L. Teliospores. M. Vertical section of a telium. Scale bars: C, F, L, M = 20 μm, E = 50 μm, G = 100 μm, H = 5 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia achnatheri-sibirici on Berberis amurensis (A–H) and Stipa baicalensis (I–M). A. Plants producing spermogonia and aecia on leaf surface in the field. B. Aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Spermogonia on the upper leaf surface. E. Vertical section of an aecium surrounded with peridia. F. Aeciospores. G. Aecium observed under SEM. H. Aeciospore with verrucose surface observed under SEM. I, J. Telia on the leaf surface. K. Urediniospores. L. Teliospores. M. Vertical section of a telium. Scale bars: C, F, L, M = 20 μm, E = 50 μm, G = 100 μm, H = 5 μm.

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FIGURE. Puccinia digitaticoronata on Rhamuns sp. (A–C, F, J) and species of Poaceae (D, E, G–I, K, L). A. Vertical section of spermogonia. B. Vertical section of an aecium surrounded with peridia. C. Aeciospores. D. Plants producing uredinia on the leaf surface in the field. E. Urediniospores. F. Aecium observed under SEM. G. Uredinia on the leaf surface. H. Telia on the leaf surface. I. Vertical section of an uredinium. J. Aeciospore with verrucose surface observed under SEM. K. Teliospores. L. Vertical section of a telium. Scale bars: A, I = 40 μm, B = 60 μm, C, E, K, L= 20 μm, J, F = 80 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia digitaticoronata on Rhamuns sp. (A–C, F, J) and species of Poaceae (D, E, G–I, K, L). A. Vertical section of spermogonia. B. Vertical section of an aecium surrounded with peridia. C. Aeciospores. D. Plants producing uredinia on the leaf surface in the field. E. Urediniospores. F. Aecium observed under SEM. G. Uredinia on the leaf surface. H. Telia on the leaf surface. I. Vertical section of an uredinium. J. Aeciospore with verrucose surface observed under SEM. K. Teliospores. L. Vertical section of a telium. Scale bars: A, I = 40 μm, B = 60 μm, C, E, K, L= 20 μm, J, F = 80 μm.

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FIGURE. Puccinia eleganticoronata on Rhamnus davurica (A–C, E–G, J) and Poa sp. (D, H, I). A. Plants producing spermogonia and aecia on the leaf surface. B. Aecia on the lower leaf surface. C. Vertical section of an aecium surrounded with peridia. D, H. Telia on the stems. E. Vertical section of a spermogonium. F. Aeciospores. G. Aeciospore observed under SEM. I. Vertical section of a telium. J. Aecium observed under SEM. Scale bars: C = 50 μm, E, I = 30 μm, F = 20 μm, G = 5 μm, J = 60 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia eleganticoronata on Rhamnus davurica (A–C, E–G, J) and Poa sp. (D, H, I). A. Plants producing spermogonia and aecia on the leaf surface. B. Aecia on the lower leaf surface. C. Vertical section of an aecium surrounded with peridia. D, H. Telia on the stems. E. Vertical section of a spermogonium. F. Aeciospores. G. Aeciospore observed under SEM. I. Vertical section of a telium. J. Aecium observed under SEM. Scale bars: C = 50 μm, E, I = 30 μm, F = 20 μm, G = 5 μm, J = 60 μm.

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FIGURE. Collection areas in northeastern China. A. Changchun area in Jilin Province. B. Jilin area in Jilin Province. C. Mountanious area in southern Heilongjiang Province. D. Area around Changbai Mountains. E. Baicheng area in western Jilin Province. F. Yanbian area in eastern Jilin Province. G. Tonghua area in southeastern Jilin Province. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Collection areas in northeastern China. A. Changchun area in Jilin Province. B. Jilin area in Jilin Province. C. Mountanious area in southern Heilongjiang Province. D. Area around Changbai Mountains. E. Baicheng area in western Jilin Province. F. Yanbian area in eastern Jilin Province. G. Tonghua area in southeastern Jilin Province.

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FIGURE. Puccinia protuberanticoronata on Rhamnus ussuriensis (A–D, F, I) and Calamagrostis kengii (E, G, H). A. Spermogonia and aecia on the leaf surface. B. Vertical section of a spermogonium. C. Vertical section of an aecium surrounded with peridia. D. Aecia on the stem. E. Teliospores. F. Aecium observed under SEM. G. Telia on the leaf surface. H. Vertical section of a telium. I. Aeciospore with verrucose surface observed under SEM. Scale bars: B, E, H = 20 μm, C, F = 50 μm, I = 5 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia protuberanticoronata on Rhamnus ussuriensis (A–D, F, I) and Calamagrostis kengii (E, G, H). A. Spermogonia and aecia on the leaf surface. B. Vertical section of a spermogonium. C. Vertical section of an aecium surrounded with peridia. D. Aecia on the stem. E. Teliospores. F. Aecium observed under SEM. G. Telia on the leaf surface. H. Vertical section of a telium. I. Aeciospore with verrucose surface observed under SEM. Scale bars: B, E, H = 20 μm, C, F = 50 μm, I = 5 μm.

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FIGURE. Puccinia ampliaticoronata on Rhamnus davurica (A–F) and Melica grandiflora (G–J). A. Spermogonia and aecia on the lower leaf surface. B. Vertical section of a spermogonium. C. Vertical section of an aecium surrounded with peridia. D. Aeciospores. E. Aecium observed under SEM. F. Aeciospore with verrucose surface observed under SEM. G. Urediniospores. H. Telia on the leaf surface. I. Vertical section of an uredinium. J. Teliospores. Scale bars: B, D, I = 30 μm, C = 50 μm, E = 100 μm, F = 5 μm, G = 10 μm, J = 20 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia ampliaticoronata on Rhamnus davurica (A–F) and Melica grandiflora (G–J). A. Spermogonia and aecia on the lower leaf surface. B. Vertical section of a spermogonium. C. Vertical section of an aecium surrounded with peridia. D. Aeciospores. E. Aecium observed under SEM. F. Aeciospore with verrucose surface observed under SEM. G. Urediniospores. H. Telia on the leaf surface. I. Vertical section of an uredinium. J. Teliospores. Scale bars: B, D, I = 30 μm, C = 50 μm, E = 100 μm, F = 5 μm, G = 10 μm, J = 20 μm.

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FIGURE. Puccinia ramificaticoronata on Rhamnus ussuriensis (A–G) and species of Poaceae (H–K). A. Plants producing spermogonia and aecia on the leaf surface in the field. B. Aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Vertical section of an aecium surrounded with peridia. E. Aecium observed under SEM. F. Aeciospore with verrucose surface observed under SEM. G. Aeciospores. H. Vertical section of an uredinium. I. Urediniospores. J. Telia on the leaf surface. K. Vertical section of a telium. Scale bars: C, H = 40 μm, D, G = 30 μm, E = 80 μm, F = 5 μm, I, K =20 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia ramificaticoronata on Rhamnus ussuriensis (A–G) and species of Poaceae (H–K). A. Plants producing spermogonia and aecia on the leaf surface in the field. B. Aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Vertical section of an aecium surrounded with peridia. E. Aecium observed under SEM. F. Aeciospore with verrucose surface observed under SEM. G. Aeciospores. H. Vertical section of an uredinium. I. Urediniospores. J. Telia on the leaf surface. K. Vertical section of a telium. Scale bars: C, H = 40 μm, D, G = 30 μm, E = 80 μm, F = 5 μm, I, K =20 μm.

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FIGURE. Puccinia pileiformis on Lonicera maackii (A–G) and Diarrhena fauriei (H–J). A. Spermogonia and aecia on the leaf surface. B. Aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Aeciospores. E. Vertical section of an aecium surrounded with peridia. F. Aecium observed under SEM. G. An aeciospore with verrucose surface observed under SEM. H, I. Telia on the leaf surface. J. Vertical section of a telium. Scale bars: C, E = 40 μm, D = 20 μm, F = 50 μm, G = 5 μm, J = 30 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia pileiformis on Lonicera maackii (A–G) and Diarrhena fauriei (H–J). A. Spermogonia and aecia on the leaf surface. B. Aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Aeciospores. E. Vertical section of an aecium surrounded with peridia. F. Aecium observed under SEM. G. An aeciospore with verrucose surface observed under SEM. H, I. Telia on the leaf surface. J. Vertical section of a telium. Scale bars: C, E = 40 μm, D = 20 μm, F = 50 μm, G = 5 μm, J = 30 μm.

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FIGURE. Puccinia festucae on Lonicera praeflorens (A–F) and Festuca extremiorientalis (G, H). A. Spermogonia and aecia on the leaf surface. B. Aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Aaeciospore with verrucose surface observed under SEM. E. Vertical section of an aecium surrounded with peridia. F. Aecium observed under SEM. G. Telia on the leaf surface. H. Vertical section of a telium. Scale bars: C = 40 μm, D = 30 μm, E, F = 50 μm, H = 20 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia festucae on Lonicera praeflorens (A–F) and Festuca extremiorientalis (G, H). A. Spermogonia and aecia on the leaf surface. B. Aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Aaeciospore with verrucose surface observed under SEM. E. Vertical section of an aecium surrounded with peridia. F. Aecium observed under SEM. G. Telia on the leaf surface. H. Vertical section of a telium. Scale bars: C = 40 μm, D = 30 μm, E, F = 50 μm, H = 20 μm.

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FIGURE. Puccinia rangiferina on Rhamuns koraiensis (A–D, F–H) and Deyeuxia pyramidalis (E, I–K). A. Spermogonia and aecia on the leaf surface. B. Aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Vertical section of an aecium surrounded with peridia. E, I. Telia on the leaf surface. F. Aeciospores. G. Aeciospore with verrucose surface observed under SEM. H. Aecium observed under SEM. J. Teliospores. K. Vertical section of a telium. Scale bars: C, D, K = 40 μm, F = 20 μm, G, J = 10 μm, H = 50 μm. in Phylogenetic approach for identification and life cycles of Puccinia (Pucciniaceae) species on Poaceae from northeastern China

FIGURE. Puccinia rangiferina on Rhamuns koraiensis (A–D, F–H) and Deyeuxia pyramidalis (E, I–K). A. Spermogonia and aecia on the leaf surface. B. Aecia on the lower leaf surface. C. Vertical section of a spermogonium. D. Vertical section of an aecium surrounded with peridia. E, I. Telia on the leaf surface. F. Aeciospores. G. Aeciospore with verrucose surface observed under SEM. H. Aecium observed under SEM. J. Teliospores. K. Vertical section of a telium. Scale bars: C, D, K = 40 μm, F = 20 μm, G, J = 10 μm, H = 50 μm.

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FIGURE. Camchaya bolavenensis Noyori, Komada, Soulad. & Tagane. A. Habit; B. Lower leaf surface; C. Capitula, lateral view; D. Capitula, apical view; E. Capitula; F. Floret; G. Anthers; H. Styles and stigmas; I. Hexaporate pollen. Materials A–E & G–H from Souladeth et al. L3349 (KAG), F from Tagane et al. L2011 (KYO) and I from Tagane et al. L2011 (KAG). in Camchaya bolavenensis (Asteraceae: Vernonieae), a new species from Bolaven Plateau, southern Laos

FIGURE. Camchaya bolavenensis Noyori, Komada, Soulad. & Tagane. A. Habit; B. Lower leaf surface; C. Capitula, lateral view; D. Capitula, apical view; E. Capitula; F. Floret; G. Anthers; H. Styles and stigmas; I. Hexaporate pollen. Materials A–E & G–H from Souladeth et al. L3349 (KAG), F from Tagane et al. L2011 (KYO) and I from Tagane et al. L2011 (KAG).

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FIGURE 5. Brachypeplus apicalis, orig. A–E, G, I, K in Monograph on the Cillaeinae (Coleoptera: Nitidulidae) from the Australian Region with comments on the taxonomy of the subfamily

FIGURE 5. Brachypeplus apicalis, orig. A–E, G, I, K: specimens from QLD ("… Cape Tribulation, Pilgrim Sands…"); A: body, dorsal; B: head and thorax, ventral; C: male anal sclerite and spiculum gastrale, ventral; E: tegmen, ventral; G: penis trunk, dorsal; I: proximal part of inner sac with armature; K: ovipositor, ventral; D, F, H, J: specimen from Indonesian New Guinea ("Halmahera NW, 7 km N Jallolo…."); D: male anal sclerite and spiculum gastrale, ventral; F: tegmen, ventral; H: penis trunk, dorsal. Scale bars: a = 1.0 mm to Fig. A; b = 1.0 mm to Fig. B; с = 0.25 mm to Figs C–K.

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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