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dryad40/100

Data to support: Moving beyond heritability in the search for coral adaptive potential

<p><span>Global environmental change is happening at unprecedented rates. Coral reefs are among the ecosystems most threatened by global change. For wild populations to persist, they must adapt. Knowledge shortfalls about corals' complex ecological and evolutionary dynamics, however, stymie predictions about potential adaptation to future conditions. Here, we review adaptation through the lens of quantitative genetics. We argue that coral adaptation studies can benefit greatly from "wild" quantitative genetic methods, where traits are studied in wild populations undergoing natural selection, genomic relationship matrices can replace breeding experiments, and analyses can be extended to examine genetic constraints among traits. Individuals with advantageous genotypes for anticipated future conditions can be identified. Finally, genomic genotyping supports simultaneous consideration of how genetic diversity is arrayed across geographic and environmental distances, providing greater context for predictions of phenotypic evolution at a metapopulation scale.</span></p>

opencc-zeroApr 2023View details →
zenodo40/100

Virtual Coupling in Railways: A Comprehensive Review. Support data files

<p>Support files for VOSviewer maps and Scopus statistics</p>

opencc-by-4.0Apr 2023View details →
zenodo40/100

Survey questionnaires supporting the journal article with doi:10.30924/mjcmi.27.2.6

<p>These questionnaires support the journal article &quot;A fuzzy logic model for evaluating the motivation for high-quality publications: Evidence from a Bulgarian university&quot; with doi:10.30924/mjcmi.27.2.6.</p> <p>They&nbsp;are developed for exploring the motivation for high-quality publications based on fuzzy logic and Vroom&#39;s motivation theory.</p> <p>The questionnaires address the internal stakeholders of the university, including the researcher, the department head and the top university management.&nbsp;</p>

opencc-by-4.0Apr 2023View details →
zenodo40/100

Fig. 120 in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Fig. 120. Distribution records of May gen. n. in Namibia and South Africa: M. bruno sp. n. (green squares; South Africa), M. ansie sp. n. (red circles; Namibia), M. rudy sp. n. (pink diamond; Namibia), M. norm sp. n. (blue triangles; Namibia).

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 87–93. May norm gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 87–93. May norm gen. n. sp. n. from Messum Crater, Namibia (87–89, 91–93) ♀ paratype [PJ 1852]; (90) holotype ♂ [PJ 1851]: (87) eye arrangement, dorsal; (88) cheliceral dentition, ventral; (89) metatarsal stopper, dorsal; (90) ♀ palpal claw, lateral; (91) Lawrence setae; (92) Claw tuft setae, showing indented tip; (93) leg I, prolateral.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 100–110 in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 100–110. (100–104) Palystella sp. (100–102, 104 ♀ from Namibia, PJ 3533; 103 juvenile), (105–107) Pseudomicrommata sp. from Guinea and (108–110) Heteropoda sp. from Indonesia, Flores: (100, 105, 108) tarsus tip, dorsal; (101, 109) tarsus tip, lateral; (102, 106, 110) tarsus tip, ventral; (103) Lawrence setae; (104, 107) leg I, prolateral. Abbreviations: AP – plate of Lawrence setae; DP – dorsal plate of elongated setae; IP – plate of indented claw tuft setae; TS – transverse suture with slit sensilla.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 64–69. May rudy gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 64–69. May rudy gen. n. sp. n., holotype ♂ from Copper Valley, Namibia: (64–67) left ♂ palp: (64) ventral, (65) retrolateral, (66) tegulum, ventral, (67) RTA, dorsal; (68) eye arrangement, dorsal; (69) metatarsal stopper, dorsal.Abbreviations: C – conductor; DE – dorsal extension of proximal embolus; S – "shoulder" of basal cymbium.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 11–17. May bruno gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 11–17. May bruno gen. n. sp. n. from South Africa, ♀ paratypes from Witsand, South Africa (11–13) PJ 3524, (14–16) PJ 3525, (17) PJ 3526): (11, 14, 17) epigyne, ventral; (12, 15) vulva, dorsal; (13) vulva, posterior; (16) schematic course of internal duct system, dorsal. Abbreviations: FB – fusion bubbles; FD – fertilisation ducts; G – glands; GP – guiding pockets; SS – slit sensilla.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 94–99. May norm gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 94–99. May norm gen. n. sp. n., paratypes from Messum Crater, Namibia (94–96) PJ 1852; (97–99) PJ 3543: habitus of preserved specimens (94, 97) dorsal; (95, 98) ventral; (96, 99) frontal.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Fig. 121 in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Fig. 121. Intrageneric and intergeneric distances and distance of May gen. n. to other genera for 850 bp of the nuclear 28SrDNA gene in 19 Sparassidae genera. All groups are significantly different.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 78–86. May norm gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 78–86. May norm gen. n. sp. n. from Messum Crater, Namibia (78–80) holotype ♂ [PJ 1851]; (81–85) ♀ paratype [PJ 3534]; 86 ♀ paratype [PJ 1852]): (78, 81) epigyne, ventral (with mating plugs); (79, 82) vulva, dorsal; (84) vulva, anterior; (80, 83) schematic course of internal duct system, dorsal; (85) schematic course of internal duct system, anterior; (86) sternum, ventral. Abbreviations: FB – fusion bubbles; FD – fertilisation ducts; GE – glandular extensions; GP – guiding pockets; SS – slit sensilla.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 34–45. May bruno gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 34–45. May bruno gen. n. sp. n. from Witsand, South Africa (34–36, 41–43) holotype ♂; (37–40, 44–45) ♀ paratype, PJ 3524. (34–39, 43) habitus of preserved spiders: (34, 37) dorsal; (35, 38) ventral; (36, 39, 43) frontal; (40) palp of ♀, lateral, showing rows of elongated setae; (41–42) palp of ♂: (41) ventral, (42) retrolateral; (44–45) tarsal tips, showing light-coloured indented claw tuft setae (white arrow), additional dark claw tufts with Lawrence setae (black arrow), and scopula hairs (grey arrow): (44) ventral, (45) lateral.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 55–63. May ansie gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 55–63. May ansie gen. n. sp. n. from Kokerboom Forest, Namibia (55–57, 61–62) ♂ paratype; (58–60, 63) holotype ♂: (55–57, 60) habitus of preserved spider: (55) dorsal, (56) ventral, (57) frontal, (60) fronto-lateral [left chelicerae removed]; (58–59) ♂ palp: (58) ventral, (59) RTA, dorsal; (61–62) tarsal tips, showing additional claw tufts with Lawrence setae (black arrows) and dorsal setae (white arrow) penetrating the claw tuft: (61) lateral, (62) ventral; (63) gnathocoxae, frontal, showing absence of serrula.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 1–10. May bruno gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 1–10. May bruno gen. n. sp. n. from Witsand, South Africa, holotype ♂: (1–4) left ♂ palp (1) ventral, (2) retrolateral, (3) distal tegulum, prolateral, (4) RTA, dorsal; (5–6) eye arrangement (5) frontal, (6) dorsal); (7) leg I, prolateral; (8) leg claw; (9) gnathocoxae and labium, ventral; (10) cheliceral dentition, ventral. Abbreviations: C – conductor; E – embolus; S – "shoulder" of basal cymbium.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 111–119 in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 111–119. (111–115) Thelcticopis sp. from Hong Kong and (116–119) Olios sp. from Laos: (111, 116) tarsus tip, dorsal; (112, 117) tarsus tip, lateral; (113, 118) tarsus tip, ventral; (114) sternum, ventral, showing slit sense organs; (115, 119) leg I, prolateral. Abbreviations: IP – plate of indented claw tuft setae; TS – transverse suture with slit sensilla.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 50–54. May ansie gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 50–54. May ansie gen. n. sp. n., holotype ♂ from Kokerboom Forest, Namibia: (50–52) left ♂ palp: (50) ventral, (51) retrolateral, (52) detail of embolus, ventral; (53) chelicerae, ventral; (54) eye arrangement, dorsal. Abbreviations: C – conductor; DE – dorsal extension of proximal embolus; RE – round extension of distal embolus; S – "shoulder" of basal cymbium.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 70–77. May rudy gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 70–77. May rudy gen. n. sp. n., holotype ♂ from Copper Valley, Namibia: (70–72) habitus of preserved spider: (70) dorsal, (71) ventral, (72) frontal; (73–75) ♂ palp: (73) ventral, (74) retrolateral, (75) RTA, dorsal); (76–77) tarsal tips, showing additional claw tufts with Lawrence setae (black arrows) and claw tuft penetrating dorsal setae (white arrow): (76) lateral, (77) ventral.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 18–19. May bruno gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 18–19. May bruno gen. n. sp. n., ♀ from Twee Riviere, South Africa (PJ 3536): (18) epigyne, ventral; (19) vulva, dorsal.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Figs 20–33. May bruno gen. n in May gen. n. (Araneae: Sparassidae): a unique lineage from southern Africa supported by morphological and molecular features

Figs 20–33. May bruno gen. n. sp. n. from South Africa (♀ paratypes from Witsand, ♀ from Twee Rivieren): (20–22) tarsus tip: (20) ventral, (21) lateral, (22) dorsal); (23) ♀ palpal claw, lateral; (24–25) Lawrence setae; (26–29) prosoma of ♀♀, showing positions of dorsal marks (white arrows in Fig. 26); (30) metatarsal stopper, dorsal; (31) eye arrangement, dorsal; (32) cheliceral dentition, ventral; (33) gnathocoxae, ventro-distal, showing reduced serrula (black arrow). Abbreviations: AP – plate of Lawrence setae; DP – dorsal plate of elongated setae; IP – plate of indented claw tuft setae; TS – transverse suture with slit sensilla.

opencc-by-4.0Aug 2015View details →
zenodo40/100

Computational Screening of Supported Metal Oxide Nanoclusters for Methane Activation: Insights into Homolytic versus Heterolytic C-H Bond Dissociation

<p>Optimized geometries&nbsp;(in XYZ format) of methane activation over supported [M<sub>1</sub>OM<sub>2</sub>]<sup>2+</sup> complexes where M<sub>1</sub>, M<sub>2</sub> = Cu, Zn, Ni, Co, Fe, and Mn. &#39;SM&#39; in the file name stands for spin multiplicity. Calculations were performed using Gaussian 16 and M06-L functional. The def2-SVP basis set was used for C, O, H, whereas the def2-TZVP basis set was employed for all metal elements.&nbsp;</p>

opencc-by-4.0May 2023View details →

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

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.