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zenodo40/100

Figures 1–8. from A new species of Schinia Hubner from the southeastern United States (Lepidoptera, Noctuidae, Heliothinae) - ZooKeys 52: 57-64 (30 July 2010) https://doi.org/10.3897/zookeys.52.476

Figures 1–8. - Adults of Schinia species. 1 Schinia psamathea, male holotype 2 Schinia psamathea, male paratype 3 Schinia psamathea, male paratype 4 Schinia psamathea, male paratype 5 Schinia saturata, male 6 Schinia saturata, male 7 Schinia saturata, female 8 Schinia saturata, male.

opencc-by-4.0Feb 2017View details →
zenodo40/100

Figures 54, 55. from New species and records of ortholasmatine harvestmen from Mexico, Honduras, and the western United States (Opiliones, Nemastomatidae, Ortholasmatinae) - ZooKeys 52: 9-45 (30 July 2010) https://doi.org/10.3897/zookeys.52.471

Figures 54, 55. - Scanning electron micrographs of female Trilasma tropicum sp. n. 54 body, dorsal view 55 eye tubercle, dorsal view.

opencc-by-4.0Feb 2017View details →
zenodo40/100

Figures 46, 47. from New species and records of ortholasmatine harvestmen from Mexico, Honduras, and the western United States (Opiliones, Nemastomatidae, Ortholasmatinae) - ZooKeys 52: 9-45 (30 July 2010) https://doi.org/10.3897/zookeys.52.471

Figures 46, 47. - Photographs of bodies, dorsal views. 46 male Trilasma petersprousei sp. n.47female Trilasma ranchoneuvo sp. n.

opencc-by-4.0Feb 2017View details →
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Figures 52, 53. from New species and records of ortholasmatine harvestmen from Mexico, Honduras, and the western United States (Opiliones, Nemastomatidae, Ortholasmatinae) - ZooKeys 52: 9-45 (30 July 2010) https://doi.org/10.3897/zookeys.52.471

Figures 52, 53. - Scanning electron micrographs of female Trilasma bolivari Goodnight & Goodnight 1942 52 body, dorsal view 53 hood, dorsal view.

opencc-by-4.0Feb 2017View details →
zenodo40/100

Figures 48, 49. from New species and records of ortholasmatine harvestmen from Mexico, Honduras, and the western United States (Opiliones, Nemastomatidae, Ortholasmatinae) - ZooKeys 52: 9-45 (30 July 2010) https://doi.org/10.3897/zookeys.52.471

Figures 48, 49. - Photographs of bodies, dorsal views. 48 male Trilasma tempestado sp. n. 49 male Trilasma tropicum sp. n.

opencc-by-4.0Feb 2017View details →
zenodo40/100

Figures 30–41. from New species and records of ortholasmatine harvestmen from Mexico, Honduras, and the western United States (Opiliones, Nemastomatidae, Ortholasmatinae) - ZooKeys 52: 9-45 (30 July 2010) https://doi.org/10.3897/zookeys.52.471

Figures 30–41. - Penes. 30, 31 Ortholasma colossus 30 dorsal view 31 glans 32, 33 Trilasma ranchonuevo sp. n. 32 dorsal view 33 glans 34, 35 Trilasma trispinosum sp. n.34 dorsal view 35 glans 36, 37 Trilasma tempestado sp. n. 36 dorsal view 37 glans 38, 39 Trilasma tropicum sp. n. 38 dorsal view 39 glans 40, 41 Trilasma hidalgo sp. n.40 lateral view 41 glans. All drawings to the same scale; penis of Ortholasma colossus is 1 mm long.

opencc-by-4.0Feb 2017View details →
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Figures 20–29. from New species and records of ortholasmatine harvestmen from Mexico, Honduras, and the western United States (Opiliones, Nemastomatidae, Ortholasmatinae) - ZooKeys 52: 9-45 (30 July 2010) https://doi.org/10.3897/zookeys.52.471

Figures 20–29. - Right palpi, lateral views. 20 Ortholasma colossus sp. n., male 21 Trilasma ranchonuevo sp. n., male 22 Trilasma trispinosum sp. n., male 23 Trilasma tempestado sp. n., male 24 Trilasma tempestado sp. n., female 25 Trilasma petersprousei sp. n., female 26 Trilasma chipinquensis sp. n., female 27 Trilasma hidalgo sp. n., male 28 Trilasma tropicum sp. n., female 29 Trilasma tropicum sp. n., male. All drawings to the same scale.

opencc-by-4.0Feb 2017View details →
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Figures 9–12. from A new species of Schinia Hubner from the southeastern United States (Lepidoptera, Noctuidae, Heliothinae) - ZooKeys 52: 57-64 (30 July 2010) https://doi.org/10.3897/zookeys.52.476

Figures 9–12. - Abdomen and genitalia of Schinia psamathea. 9 Abdomen 10 Male genital capsule 11 Two lateral views of aedeagus 12 Female genitalia.

opencc-by-4.0Feb 2017View details →
zenodo40/100

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:&nbsp;</p> <p>Sun, X., Cheruvelil, K.S., Hanly, P.J., Webster, K.E., &amp; 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>

restrictedcc-by-4.0Aug 2024View details →
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XIS: A daily spatiotemporal machine-learning model for environmental exposures in the contiguous United States

<p>These Parquet files contain the outputs used for many analyses and plots in the linked papers. For temperature and humidity, the full sets of observations for cross-validation aren't included because we used restricted-use MADIS data.</p>

opencc-by-sa-4.0Jun 2023View details →
zenodo40/100

Repo for Compound Continental Risk of Multiple Extreme Floods in the United States

Open the record for dataset details and reuse information.

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

Figures 1-2. Machaerocera mexicana. 1 in First records of the grasshopper Machaerocera mexicana Saussure, 1859 (Orthoptera: Acrididae) from the United States and Sonora, Mexico Robert A. Behrstock 10359 S Thicket Place Hereford, AZ 85615 rbehrstock@cox.net

Figures 1-2. Machaerocera mexicana. 1) Male. 30 October, 2008. Cienega Creek Natural Preserve, Pima County, Arizona. Photo by Robert A. Behrstock/Naturewide Images. 2) Female. 7 October, 2010. Rancho la Brisca, Sonora, Mexico. Photo by Thomas R. Van Devender and Ana Lilia Reina.

opencc-by-4.0Nov 2011View details →
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Figure 3. Female wing. 30 October, 2008 in First records of the grasshopper Machaerocera mexicana Saussure, 1859 (Orthoptera: Acrididae) from the United States and Sonora, Mexico Robert A. Behrstock 10359 S Thicket Place Hereford, AZ 85615 rbehrstock@cox.net

Figure 3. Female wing. 30 October, 2008. Cienega Creek Natural Preserve, Pima County, Arizona. Photo by Robert A. Behrstock/Naturewide Images.

opencc-by-4.0Nov 2011View details →
zenodo40/100

The genomic and epidemiological virulence patterns of Salmonella enterica serovars in the United States

<p>The serovars of <i>Salmonella enterica </i>display dramatic differences in pathogenesis and host preferences. We developed a process (patent pending) for grouping <i>Salmonella</i> isolates and serovars by their public health risk. We collated a curated set of 12,337 <i>S. enterica</i> isolate genomes from human, beef, and bovine sources in the US. After annotating a virulence gene catalog for each isolate, we used unsupervised random forest methods to estimate the proximity (similarity) between isolates based upon the genomic presentation of putative virulence traits&nbsp; We then grouped isolates (virulence clusters) using hierarchical clustering (Ward's method), used non-parametric bootstrapping to assess cluster stability, and externally validated the clusters against epidemiological virulence measures from FoodNet, the National Outbreak Reporting System (NORS), and US federal sampling of beef products. We identified five stable virulence clusters of <i>S. enterica</i> serovars. Cluster 1 (higher virulence) serovars yielded an annual incidence rate of domestically acquired sporadic cases roughly one and a half times higher than the other four clusters combined (Clusters 2-5, lower virulence). Compared to other clusters, cluster 1 also had a higher proportion of infections leading to hospitalization and was implicated in more foodborne and beef-associated outbreaks, despite being isolated at a similar frequency from beef products as other clusters. We also identified subpopulations within 11 serovars. Remarkably, we found <i>S.</i> Infantis and<i> S.</i> Typhimurium subpopulations that significantly differed in genome length and clinical case presentation. Further, we found that the presence of the pESI plasmid accounted for the genome length differences between the <i>S. </i>Infantis subpopulations. Our results show that <i>S. enterica</i> strains associated with highest incidence of human infections share a common virulence repertoire. This work could be updated regularly and used in combination with foodborne surveillance information to prioritize serovars of public health concern.&nbsp;&nbsp;</p><p>Files contained in this repository will reproduce elements of figures 3,4,6, and 7 of the accompanying PLOS One manuscript.&nbsp;</p><p>&nbsp;</p>

opencc-by-nc-sa-4.0Nov 2023View details →
dryad40/100

Data from: Climatic damage cause variations of agricultural insurance loss for the Pacific Northwest region of the United States

<p>Agricultural crop insurance is an important component for mitigating farm risk, particularly given the potential for unexpected climatic events. Using a 2.8 million nationwide insurance claim dataset from the United States Department of Agriculture (USDA), this research study examines spatiotemporal variations of over 31,000 agricultural insurance loss claims across the 24-county region of the inland Pacific Northwest (iPNW) portion of the United States, from 2001 to 2022. Wheat is the dominant insurance loss crop for the region, accounting for over 2.8 billion dollars in indemnities, with over 1.5 billion dollars resulting in claims due to drought (across the 22 year time period). While fruit production generates considerably lesser insurance losses (400 million dollars) as a primary result of freeze, frost, and hail, overall revenue ranks number one for the region, with 2 billion dollars in sales, across the same time range. Principal components analysis of crop insurance claims showed distinct spatial and temporal differentiation in wheat and apple insurance losses using the range of damage causes as factor loadings. The first two factor loadings for wheat accounts for approximately 50 percent of total variance for the region, while a separate analysis of apples accounts for over 60 percent of total variance. These distinct orthogonal differences in losses by year and commodity in relationship to damage causes suggest that insurance loss analysis may serve as an effective barometer in gauging climatic influences.</p>

opencc-zeroNov 2023View details →
zenodo40/100

Figure 3 in Acmaeodera (Coleoptera: Buprestidae): A new species of Acmaeodera Eschscholtz, 1829 from the southwestern United States, with three new synonymies, new state and host records, and a key to species occurring east of the Rocky Mountain states

Figure 3. Acmaeodera conoidea Fall, paralectotype ♂. a) Dorsal view. b) Ventral view. c) Lateral view. d) Broadly arcuate clypeus e) Third stria split near umbone. f) Protarsal claw.

opencc-by-4.0Oct 2023View details →
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Figure 2. Male genitalia, Acmaeodera tubulus species group. a in Acmaeodera (Coleoptera: Buprestidae): A new species of Acmaeodera Eschscholtz, 1829 from the southwestern United States, with three new synonymies, new state and host records, and a key to species occurring east of the Rocky Mountain states

Figure 2. Male genitalia, Acmaeodera tubulus species group. a) A. natlovei new species. b) A. neoneglecta. c) A. tubulus. d) A. neglecta. e) A. opuntiae.

opencc-by-4.0Oct 2023View details →
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Figure 1. Acmaeodera natlovei new species. a in Acmaeodera (Coleoptera: Buprestidae): A new species of Acmaeodera Eschscholtz, 1829 from the southwestern United States, with three new synonymies, new state and host records, and a key to species occurring east of the Rocky Mountain states

Figure 1. Acmaeodera natlovei new species. a) Holotype, dorsal view. b) Holotype, ventral view. c) Holotype, lateral view. d) Holotype, clypeus. e) Paratype protarsal claw ♂. f) Paratype protarsal claw ♀.

opencc-by-4.0Oct 2023View details →
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MCIT storm tracks with updraft radar data for large hail cases in the United States (2013 - 2023)

<p>Storm tracking data from 114 hail days in the United States between 2013 and 2023. Cases were selected based on the availability of abundant Storm Prediction Center (SPC) hail reports (either at least 20 reports of hail &gt; 1 cm or five reports &gt; 10 cm) in a range between 20 and 90 km from a NEXRAD radar site. Only cases in a geographic area from 28-48&deg;N and 105-90&deg;E, roughly corresponding to the U.S. Great Plains, were considered.&nbsp;Cells are quality filtered based on these criteria: (1) Cell center within 120 km of the radar range, and (2) continuous tracking for at least 6 timesteps (approx. 30 minutes, depending on radar scan rate). SPC hail data is matched to tracking timesteps.&nbsp;We used this data to train a Random Forest model for hail size nowcasting.</p> <p>Further metadata can be requested from the authors.</p>

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

Potential near-term wetting of the Southwestern United States if the Eastern Pacific cooling trend reverses

<p>Data for the manuscript "Potential near-term wetting of the Southwestern United States if the Eastern Pacific cooling trend reverses."</p>

opencc-by-4.0Dec 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

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