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10,016 results for “Observation”

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zenodo32/100

Large Datasets for Observation Paper

<p>This repository contains the large ERA5 data files.</p>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Supplemental Data Set for "Constraining Changes in Surface Dust Thickness on Mars Using Diurnal Surface Temperature Observations from EMIRS"

<p>Supporting data set for manuscript &quot;Constraining Changes in Surface Dust Thickness on Mars Using Diurnal Surface Temperature Observations from EMIRS&quot;. Provides&nbsp;the binned and averaged EMIRS surface temperatures acquired before and after the January 2022 dust storm for each region of interest to derive changes in surface dust thickness.</p>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Data set and analytic codes supporting "Direct observation to assess the effects of habitat structure and complexity on resource-use behaviour of butterflies: a study case in smallholding oil palm plantations in Peninsular Malaysia"

<p>This deposit contains data set and analytic codes&nbsp;(with a meta data) supporting&nbsp;&quot;Direct observation to assess the effects of habitat structure and complexity on resource-use behaviour of butterflies: a study case in smallholding oil palm plantations in Peninsular Malaysia&quot;.</p> <p>We investigated how habitat structure and complexity within smallholding oil palm plantations affected resource-use behaviours of two common butterfly&nbsp;species in the study areas (oil palm plantations in Banting, Selangor, Malaysia): Leptosia nina (Pieridae) and Ypthima spp. (Nymphalidae). Using direct-observation methods we developed, we followed seven and nine individuals of each species respectively, for three minutes in smallholder-owned&nbsp;immature monoculture and polyculture oil palm, and mature monoculture oil palm plantations.&nbsp;We recorded distance travelled by each individual from both straight line and the sums of distances between all perching points, and the position and&nbsp;characteristics of each perch location, where the individual landed.&nbsp;We compared our observations to control runs, generated by pairing observed distances travelled, but selecting the direction for each movement at random.&nbsp;By comparing the distance travelled and characteristics of locations used by butterflies and paired control points across habitats, we assessed how&nbsp;individuals in the two species used the local environment and whether this differed with habitat structure and complexity.</p> <p>Funding and research permission: Jardine Foundation, the Cambridge Trust, and Tim Whitmore Fund funded MFH, the Biotechnology and Biological Sciences Research Council (BBSRC) funded JS (USN: 304338625), and BBSRC (BB/T012366/1) funded the establishment of the plots and surveys of environmental parameters. Research permission was granted by the Economic Planning Unit (EPU) of Malaysia&rsquo;s Prime Minister&rsquo;s Department for MFH (Ref: EPU 40/200/19/3727) and JS (Ref: MEA 40/200/19/3705).</p>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Figure Data for Characterization of Thunderstorm Cells Producing Observable Terrestrial Gamma-ray Flashes

<p>This dataset contains the data required to recreate the figures from the paper Characterization of Thunderstorm Cells Producing Observable Terrestrial Gamma-ray Flashes. Each csv file contains the data for the corresponding instrument</p>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Observations of multiple fronts in the near-field Yellow River plume

<p>The observed data&nbsp;for&quot;Observations of multiple fronts in the near-field Yellow River plume&quot;</p>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Dataset accompanying the submission titled "Adaptive covariance hybridization for the assimilation of SST observations within a coupled Earth system reanalysis"

<p>The dataset contains the data accompanying our submission entitled &quot;Adaptive covariance hybridization for the assimilation of SST observations within a coupled Earth system reanalysis&quot;. It contains:</p> <ol> <li>The yearly outputs of the free run</li> <li>The observations</li> <li>The yearly outputs of the runs of the standard hybrid</li> <li>The yearly outputs of the runs of the adaptive hybrid</li> <li>The grid of the model</li> <li>The maps of the hybridization coefficients</li> <li>The python and matlab scripts used to plot the figures of the article</li> </ol>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Three-dimensional Topside Ionospheric Model and Onboard GNSS Observations from LEO Satellites

<p>Here are three-dimensional topside ionospheric models based on machine learning methods and data from LEO satellites.&nbsp;</p>

opencc-by-4.0Jan 2023View details →
zenodo32/100

Response of ecosystem productivity to high vapor pressure deficit and low soil moisture: lessons learned from the global eddy-covariance observations

<p>The generated datasets for conducting the analysis are available from the dataset of the FLUXNET2015 Tier one (https://fluxnet.org/data/download-data/), the AmeriFlux ONEFlux (https://ameriflux.lbl.gov/data/download-data/), and the ICOS Drought-2018 (https://www.icos-cp.eu/data-products/YVR0-4898). The FLUXNET2015 Tier one, the AmeriFlux, and the ICOS are all licensed under the Creative Commons Attribution 4.0 International license (CC-BY-4.0) (<a href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</a>).</p>

opencc-by-4.0Jun 2023View details →
zenodo32/100

Observed data

<p>This dataset include observed data from Yuqiao Reservoir.</p>

opencc-by-4.0Feb 2023View details →
zenodo32/100

FIGURE 7. Humidity chart across observation periods with a range varying from 75 in An investigation of patch occupancy and dispersal by third to final instar nymphs of Brachytrupes megacephalus Lefèbvre, 1827 (Orthoptera: Gryllidae: Gryllinae) across the sand dune biotope at the Għadira Nature Reserve, Malta

FIGURE 7. Humidity chart across observation periods with a range varying from 75% to 94%. Notwithstanding the high level of humidity registered on some days, no precipitation was recorded during or immediately prior to field sessions.

opennotspecifiedJun 2023View details →
zenodo32/100

FIGURE 20. Paralophaster ferax n in New Genera, Species, and observations on the biology of Antarctic Valvatida (Asteroidea)

FIGURE 20. Paralophaster ferax n. sp. Holotype USNM 1675790, A. Abactinal surface. B. Closeup on abactinal paxillae. C. Actinal surface. D. Brooded juveniles within coelomic cavity (abactinal surface cutaway). E. Closeup of brooded juvenile. F. Closeup of adambulacral furrow showing furrow and subambulacral spination, adambulacral plates.

opennotspecifiedJun 2023View details →
zenodo32/100

FIGURE 13. Odontaster meridionalis USNM 1083015. A. Abactinal surface. B in New Genera, Species, and observations on the biology of Antarctic Valvatida (Asteroidea)

FIGURE 13. Odontaster meridionalis USNM 1083015. A. Abactinal surface. B. Closeup of abactinal paxillae. C. Actinal surface. C.1. Hyaline spines around mouth. D. Actinal interradial, inferomarginal surface and furrow spination. E. Closeup of furrow spination.

opennotspecifiedJun 2023View details →
zenodo32/100

FIGURE 10. Notioceramus abyssalis n in New Genera, Species, and observations on the biology of Antarctic Valvatida (Asteroidea)

FIGURE 10. Notioceramus abyssalis n. sp. USNM 1081973. Holotype. A. Abactinal surface. A.1. Madreporite. B. Closeup showing granules. C. Abactinal-lateral view showing marginal plates and granular cover. D. Oral view closeup showing mouth, general details. E. Actinal view. F. Closeup of actinal intermediate surface.

opennotspecifiedJun 2023View details →
zenodo32/100

FIGURE 9. Tremaster mirabilis. USNM E46295 A. USNM E46295 Abactinal surface. B. USNM E46295, Abactinal surfacelateral view. C. USNM E46295 in New Genera, Species, and observations on the biology of Antarctic Valvatida (Asteroidea)

FIGURE 9. Tremaster mirabilis. USNM E46295 A. USNM E46295 Abactinal surface. B. USNM E46295, Abactinal surfacelateral view. C. USNM E46295, Closeup of actinal surface. D. USNM 1116295, view of disk dissected, surface removed showing interradial chambers. E. Tremaster mirabilis, X-ray of MNHN IE-2006-806 (Kerguelen Island). F. Tremaster mirabilis, USNM E37444, Cutaway view of near-oral surface showing interradial chambers which open to openings on interradial actinal surface.

opennotspecifiedJun 2023View details →
zenodo32/100

FIGURE 17. Lophaster stellans USNM 1662078. A in New Genera, Species, and observations on the biology of Antarctic Valvatida (Asteroidea)

FIGURE 17. Lophaster stellans USNM 1662078. A. Abactinal surface, inset showing closeup of paxillae and reticulate skeleton. B. Closeup of paxillae showing points on each spinelet. C. Actinal surface. D. Abactinal and marginal paxillae. E. Closeup of tube foot furrow showing furrow spination. F. Closeup of oral region.

opennotspecifiedJun 2023View details →
zenodo32/100

FIGURE 7. Kampylaster claireae n in New Genera, Species, and observations on the biology of Antarctic Valvatida (Asteroidea)

FIGURE 7. Kampylaster claireae n. sp. USNM 1660653 Holotype. A. Abactinal surface. B. Denuded abactinal and marginal plates. C. Inferomarginal and actinal spines. D. Actinal surface. E. Close-up showing actinal surface and furrow spines.

opennotspecifiedJun 2023View details →
zenodo32/100

FIGURE 6. Kampylaster incurvatus USNM 1183749 showing brooded juveniles. A. Abactinal surface. B in New Genera, Species, and observations on the biology of Antarctic Valvatida (Asteroidea)

FIGURE 6. Kampylaster incurvatus USNM 1183749 showing brooded juveniles. A. Abactinal surface. B. Close up of abactinal surface showing granules. C. Actinal surface showing brooded three juveniles. D–E. Abactinal and Actinal view, brooded juvenile. F. Armtip showing denuded abactinal and marginal plates. G. Armtip showing abactinal and marginal plates with full granular cover.

opennotspecifiedJun 2023View details →
zenodo32/100

FIGURE 12. Acodontaster hodgsoni USNM 1082873. A in New Genera, Species, and observations on the biology of Antarctic Valvatida (Asteroidea)

FIGURE 12. Acodontaster hodgsoni USNM 1082873. A. Abactinal surface. Inset shows granule cover on abactinal plates. B. Close up of abactinal and marginal plate surface. C. Actinal surface. D. Closeup of abactinal and marginal plates cleared of granules. E. Closeup of actinal surface showing granule covered surface furrow spines. F. Recurved hyaline spines around mouth. G. Actinal surface showing cleared plates and furrow spination.

opennotspecifiedJun 2023View details →
zenodo32/100

FIGURE 2. Astrotholus infernalis n. gen. n in New Genera, Species, and observations on the biology of Antarctic Valvatida (Asteroidea)

FIGURE 2. Astrotholus infernalis n. gen. n. sp. USNM 1122403. A. Abactinal surface. B. Close view of abactinal, superomarginal and inferomarginal plates, covered by spinelets. C. Abactinal and superomarginal plates denuded. D. Oral view close view. E. Oral surface. F. Furrow and adambulacral spination.

opennotspecifiedJun 2023View details →
zenodo32/100

FIGURE 19. Paralophaster densus nov. comb. Holotype USNM E10102 in New Genera, Species, and observations on the biology of Antarctic Valvatida (Asteroidea)

FIGURE 19. Paralophaster densus nov. comb. Holotype USNM E10102, string with label left on specimen during photography. A. Abactinal surface. B. Closeup of abactinal and marginal paxillae. C. Actinal surface. D. Closeup of marginal paxillae. E. Closeup of tube foot groove and adambulacral/furrow spines.

opennotspecifiedJun 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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Your academic CV and NIH biosketch

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