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Supplementary material 1: Bombus spp trapped in Delta Junction Alaska, 2009 from: Bumble Bees (Hymenoptera: Apidae: Bombus spp.) of Interior Alaska: Species Composition, Distribution, Seasonal Biology, and Parasites - Biodiversity Data Journal 3: e5085 (08 May 2015) https://doi.org/10.3897/BDJ.3.e5085
2,446 specimens of sixteen species trapped using Blue Vane pollinator traps with counts of queens, workers, and males by date.
Supplementary material 4: Bombus spp trapped in Fairbanks Alaska, 2010 from: Bumble Bees (Hymenoptera: Apidae: Bombus spp.) of Interior Alaska: Species Composition, Distribution, Seasonal Biology, and Parasites - Biodiversity Data Journal 3: e5085 (08 May 2015) https://doi.org/10.3897/BDJ.3.e5085
57 specimens of seven species trapped using Blue Vane pollinator traps with counts of queens, workers, and males by date.
Figure 3. from: Bumble Bees (Hymenoptera: Apidae: Bombus spp.) of Interior Alaska: Species Composition, Distribution, Seasonal Biology, and Parasites - Biodiversity Data Journal 3: e5085 (08 May 2015) https://doi.org/10.3897/BDJ.3.e5085
Figure 3. - Mean number and standard errors of B.centralis, B.flavifrons, and B.occidentalis per trap per 7 day sampling period collected with blue vane traps near Palmer, Alaska 2009 and 2010 (see Suppl. materials 5, 6).
Figure 2. from: Bumble Bees (Hymenoptera: Apidae: Bombus spp.) of Interior Alaska: Species Composition, Distribution, Seasonal Biology, and Parasites - Biodiversity Data Journal 3: e5085 (08 May 2015) https://doi.org/10.3897/BDJ.3.e5085
Figure 2. - Mean number and standard errors of B.centralis, B.jonellus, B.occidentalis, and B.perplexus per trap per 7 day sampling period collected with blue vane traps near Fairbanks, Alaska 2009 and 2010. (see Suppl. materials 3, 4).
Figure 1. from: Bumble Bees (Hymenoptera: Apidae: Bombus spp.) of Interior Alaska: Species Composition, Distribution, Seasonal Biology, and Parasites - Biodiversity Data Journal 3: e5085 (08 May 2015) https://doi.org/10.3897/BDJ.3.e5085
Figure 1. - Mean number and standard errors of B.bifarius, B.frigidus, B.jonellus, and B.occidentalis per trap per 7 day sampling period collected with blue vane traps near Delta Junction, Alaska 2009 and 2010 (see Suppl. materials 1, 2)
Supplementary material 6: Bombus spp trapped in Palmer Alaska, 2010 from: Bumble Bees (Hymenoptera: Apidae: Bombus spp.) of Interior Alaska: Species Composition, Distribution, Seasonal Biology, and Parasites - Biodiversity Data Journal 3: e5085 (08 May 2015) https://doi.org/10.3897/BDJ.3.e5085
764 specimens of fourteen species trapped using Blue Vane pollinator traps with counts of queens, workers, and males by date.
League of Legends Team Composition Data
<p>Data set for investigating team compositions in Legend of Legends. See the readme file for file and variable descriptions.</p>
Ex-situ X-ray computed tomography data for a non-crimp fabric based fibre composite under fatigue loading
<p>Ex-situ X-ray CT fatigue testing data sets published as a data in brief:</p> <p>"<em>Ex-situ X-ray computed tomography data for a non-crimp fabric based fibre composite under fatigue loading</em>", Data in brief, 2017, doi.org/10.1016/j.dib.2017.10.074.</p> <p>Together with the following article:</p> <p>K. M. Jespersen and L. P. Mikkelsen, “Three dimensional fatigue damage evolution in non-crimp glass fibre fabric based composites used for wind turbine blades,” <em>Compos. Sci. Technol. </em> (In press), 2017, 10.1016/j.compscitech.2017.10.004.</p>
Specific conductance and major ion composition in United States lakes and their natural and human drivers
<p>This dataset includes specific conductance and major ion data and their natural and human drivers for lakes across the conterminous US. The data were collected for and analyzed in the paper: </p> <p>Sun, X., Cheruvelil, K.S., Hanly, P.J., Webster, K.E., & Soranno, P.A. Natural and human drivers of specific conductance and major ion composition in United States lakes. (<em>Under Review)</em></p> <p>The <strong>conductivity data all factors trans.csv</strong> dataset contains specific conductance (as a proxy for salinity) and natural and human factor data for 9,785 lakes.</p> <p>The<strong> ion cluster data all factors trans.csv</strong> dataset contains major ion concentrations (in ion equivalent concentration, ueq/L), the cluster and ion group each lake was assigned to, and natural and human factor data for 1,218 lakes.</p> <p>Detailed explanations of each variable and data sources can be found in the <strong>metadata file</strong> and the supplementary Table S1 of the manuscript. Some natural and human factors were natural log transformed, and information about the transformation applied can be found in the supplementary Table S1 of the manuscript.</p> <p>The <strong>process.R</strong> file contains R code used for filtering and pre-processing the SC and ion concentration data, and the <strong>analysis_code.R</strong> file contains R code applied to analyze the data.</p> <p>Please contact Xinyu Sun (sunxiny9@msu.edu) for any questions and/or further clarification/explanation.</p>
RAW DATA - The role of aborescent octocorals in shaping the diversity and composition of benthic communities
<p>Spreadsheets with the raw data from the Mediterranean and Antarctic remotely operated vehicle dives used for the Spearman rank correlation analyses, linear regression models, Principal coordinates analyses and PERMANOVA.</p> <p>R code use to carry out all these analyses is also included.</p>
Plant community compositional stability over 40 years in a Fraser River Estuary tidal freshwater marsh
<p class="MsoNormal"><span>Long-term data sets documenting temporal changes in vegetation communities are uncommon, yet imperative for understanding trends and triggering potential conservation management interventions. For example, decreasing species diversity and increasing non-native species abundance may be indicative of decreasing community stability. We explored long-term plant community change over a 40-year period through the contribution of data collected in 2019 to two historical datasets collected in 1979 and 1999 to evaluate decadal changes in plant community biodiversity in a tidal freshwater marsh in the Fraser River Estuary in British Columbia, Canada. We found that plant assemblages were characterized by similar indicator species, but most other indicator species changed, and that overall </span><span>α-diversity</span><span> decreased while </span><span>β</span><span>-diversity increased. Further, we found evidence for plant assemblage homogenization through the increased abundance of invasive species such as yellow flag iris (<em>Iris pseudacorus</em>), and reed canary grass (<em>Phalaris arundinacea</em>). These observations may inform concepts of habitat stability in the absence of direct anthropogenic disturbance and corroborate globally observed trends of native species loss and non-native species encroachment. Our results indicate that within the Fraser River Estuary, active threat management may be necessary in areas of conservation concern in order to prevent further native species biodiversity loss. </span></p>
Fig. 7 in Species Composition And Distribution Of The Dominant Flyingfishes (Exocoetidae) Associated With The Kuroshio Current, South China Sea
Fig. 7. Monthly median (square dot) with 25 th and 75th quartiles (vertical line) for (a) flyingfishes catch proportion (proportion of catch, adjusted by number of trips in the month, to the overall catches of the sampling year), (b) SST (°C), (c) tide level (cm), and (d) tidal range (cm). Tidal range in the plot is the difference of tide level within one hour. Dashed lines indicate roughly the area with high catch
Fig. 5 in Species Composition And Distribution Of The Dominant Flyingfishes (Exocoetidae) Associated With The Kuroshio Current, South China Sea
Fig. 5. Monthly flyingfish densities by (a) vertical catch layer (upper: Fig. 4. Flyingfish compositions of the six dominant species by 0–1.2 m, middle: 1.2–2.4 m, and bottom: 2.4–3.6 m), and (b) mesh sampling area, collected by in-port sampling and at-sea survey size of net (5.6 cm, 4 cm, and 2.8 cm for large, medium, and small
Fig. 1 in The Composition, Diversity And Community Dynamics Of Limnetic Zooplankton In A Tropical Caldera Lake (Lake Taal, Philippines)
Fig. 1. Map of Lake Taal with the six sampling sites (NB – North Basin, SB – South Basin). The insert shows the location of Lake Taal and the other lakes mentioned in the text (P – Lake Paoay, Lb – Lake Laguna de Bay, N – Lake Naujan and Ln – Lake Lanao).
Fig. 4 in The Composition, Diversity And Community Dynamics Of Limnetic Zooplankton In A Tropical Caldera Lake (Lake Taal, Philippines)
Fig. 4. Monthly variations in Shannon-Wiener Diversity (H') Index values of rotifers and cladocerans in the north and south basins of Lake Taal.
Fig. 3 in The Composition, Diversity And Community Dynamics Of Limnetic Zooplankton In A Tropical Caldera Lake (Lake Taal, Philippines)
Fig. 3. Mean monthly biomass (μg / l) of common zooplankton species from the north and south basins of Lake Taal for the year 2008.
FIG. 20 in The Serrialis Bone, Interparietals, "X" Elements, Entotympanics, And The Composition Of The Notoungulate Caudal Cranium
FIG. 20. Selection of section drawings of Oldfieldthomasia cf. debilitata AMNH-VP 28600, from AMNH-VP archives; right side (ss. 8, 13, 17, 32, and ss. 19–22; approximately twice natural size). Drawings are presented with original pencil shading, but gray tone has been added to each section to improve overall legibility. Annotations are by G. G. Simpson; most are concerned with his efforts to locate possible or probable sutures ("s") bounding adventitious elements Xa and Xp. (Annotations have been repositioned to facilitate reading.) As Simpson himself concluded, most candidate "sutures" turned out to better interpreted as breaks. Asterisk
FIG. 19. Dipodomys merriami AMNH-M 182081 in The Serrialis Bone, Interparietals, "X" Elements, Entotympanics, And The Composition Of The Notoungulate Caudal Cranium
FIG. 19. Dipodomys merriami AMNH-M 182081, caudal cranium in left lateral (rev.) (A) and dorsal (B) aspects; certain sutures emphasized to improve visibility. Names for middle-ear spaces and sutural bounds after Webster (1975). Insignificant rod (small black arrows in A, suprmeat sp squ in B) running across surface of multipartite middle ear (hypotympanum, epitympanum, antrum) is all there is of squamous portion of squamosal in this heteromyid. Rod ends freely over external acoustic meatus, and is nowhere fused to cranial sidewall. In A, black asterisk lies on equally insignificant "body" of squamosal. Apparent suture (large white arrows) crossing caudal bulge of immense middle ear in A and B marks track of an internal "mastoid" septum, seen through translucent walls. Roof of external acoustic meatus is formed by ectotympanic, whose
FIG. 18. Lepus californicus AMNH-M 177068 in The Serrialis Bone, Interparietals, "X" Elements, Entotympanics, And The Composition Of The Notoungulate Caudal Cranium
FIG. 18. Lepus californicus AMNH-M 177068, left side (rev.) of caudal cranium in ventral (A) and oblique rostrolateral (B) aspects, illustrating extent of rarefaction (fenestration) and several osteological features related to intracranial "joint" (ICJ) between rostral and caudal parts of cranium. Both to scale in B. Only features of direct relevance are labeled; for a detailed cranial osteology of lagomorphs, see Wible (2007). The leporid ICJ, conceived by Bramble (1989) as a linked series of narrow gaps (sphenooccipital synchondrosis/ foramen ovale/piriform fenestra/midcranial hiatus), divides the skull into rostral and caudal moieties. In life these gaps would be filled with dense connective tissues, including sutural soft tissues and, within sphenooccipital synchondrosis only, cartilage. Hiatal plate (black asterisk), filling dorsal part of midcranial hiatus in B, is a process of the interparietal; it projects under processus squamosus (squ pr), perhaps acting as a strengthening member in absence of a caudally extensive squamous squamosal. Among cranial elements
FIG. 16 in The Serrialis Bone, Interparietals, "X" Elements, Entotympanics, And The Composition Of The Notoungulate Caudal Cranium
FIG. 16. Protypotherium sp. MLP 12-2780, caudal cranium in left lateral (A), dorsal (B), and caudal (C) aspects. All to scale in C. Caudal cranium of Protypotherium strongly resembles that of close relative Cochilius (fig. 13). Both of these interatherioids possessed large epitympanic sinuses, although thecal prominence is relatively less than in pachyrukhines. Few sutures can be identified on the caudal cranium of this particular specimen, but there is no reason to think that it differed from other notoungulates in sutural content or element composition. Note broken areas above posttemporal canal. Large size of foramina for rami temporales is noteworthy (size varies within taxon; cf. Sinclair, 1909, pl. III, fig. 2).
ScienceDex guides
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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.