Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
10,016
datasets available to search
ShareScore release 0.9.0
Dataset results
10,016 results for “Observation”
Figs. 25–27 in Taxonomic observations regarding four genera ofAfrotropical robber flies, Choerades Walker, 1851, Laphria Meigen, 1803, Nannolaphria Londt, 1977 and Notiolaphria Londt, 1977, and the description of Ericomyia gen. n. (Diptera, Asilidae, Laphriinae)
Figs. 25–27. Ericomyia atomentosa (Oldroyd, 1960): (25) ♂ head, lateral view (Ranomafana); (26) ♂ antennae (Ranomafana); (27) ♀ wing (Ranomafana). Figs 25 and 26 courtesy Eric Fisher.
Aggregated data issued from the JOBIM 2021 'Gender equality observational study'
<p>JOBIM 2021 Gender analysis</p> <p>This repository contains data and script related to our observation study of gender impact on asking behavior during JOBIM 2021. In agreement with our <a href="https://research.pasteur.fr/en/project/jobim-2021-pilot-project-gender-speaking-differences-in-academia/">data policy and RGPD regulations</a>, only aggregated, anonymous and/or publicly available information are posted in this repository. Zoom exports, registration survey and observation files containing names of askers and their accompanying scripts remains private.</p> <p>Citation</p> <p>If you wish to use our data please cite our manuscript: .https://www.biorxiv.org/content/10.1101/2022.03.07.483337v3</p>
Observed and modelled GPP at 61 eddy covariance sites (2007-2018)
<p>In the frame of the ECOPROPHET project, data was collected from in situ observations, remote-sensing sources and models for 61 sites. The objective of this project was to improve our understanding of ecosystem productivity and the role of vegetation phenology as a key determinant of ecosystem carbon, water and energy balances. More info and publications can be found at http://ecoprophet.meteo.be<br> This dataset contains timeseries of observed GPP, modelled GPP (using 15 models), along with key hydrometeorological variables (shortwave radiation, air temperature, vapor pressure deficit and soil moisture).<br> The timeseries are at daily resolution, covering the period 2007-2018 (depending on the data availability per site).<br> The dataset is partly extracted from:</p> <ul> <li>FLUXNET2015 dataset (Pastorello et al., 2020) and the ICOS ’2018 drought initiative’ dataset (Drought 2018 Team<br> and ICOS Ecosystem Thematic Centre, 2019). Original dataset available at <a href="https://fluxnet.org/">https://fluxnet.org/</a> and <a href="https://www.icos-cp.eu/data-products/">https://www.icos-cp.eu/data-products/</a> YVR0-4898</li> <li>ERA5 product (Hersbach et al., 2020); Original dataset available at <a href="https://cds.climate.copernicus.eu/">https://cds.climate.copernicus.eu/</a></li> <li>MODIS: Original dataset available at <a href="https://modis.gsfc.nasa.gov/data/">https://modis.gsfc.nasa.gov/data/</a></li> <li>SPOT Vegetation/PROBA V: Original dataset available at <a href="https://land.copernicus.eu/global/">https://land.copernicus.eu/global/</a></li> <li>Downscaled GOME2 SIF product by Duveiller et al. (2020). Original dataset available at <a href="https://doi.org/10.2905/21935FFC-B797-4BEE-94DA-8FEC85B3F9E1">https://doi.org/10.2905/21935FFC-B797-4BEE-94DA-8FEC85B3F9E1</a></li> <li>FluxCom product ensemble (Jung et al., 2020). Original dataset available at <a href="http://fluxcom.org/">http://fluxcom.org/</a></li> </ul> <p><strong>File descriptions</strong>:<br> README.pdf : description<br> EcopropheciesMeta.txt : metadata<br> EcopropheciesDataset.txt : data</p> <p>More details and analysis of the data can be found in:<br> De Pue, J., Wieneke, Bastos, A., S., Barrios, J.M., Liu, L., Ciais, P., Arboleda, A., Hamdi, R., Maleki, M., Maignan, F., Gellens-Meulenberghs, F., Janssens, I., and Balzarolo, M., Temporal variability of observed and simulated gross primary productivity, modulated by vegetation state and hydrometeorological drivers 2023, Agricultural and Forest Meteorology (submitted)</p>
Fig. 3 in Observations récentes de Callicera aurata (Rossi, 1790) (Diptera: Syrphidae) en Suisse
Fig. 3. Exemples de cavités présentes sur le cerisier dans le verger haute-tige de Meinier où la larve de C. aurata s'est sans doute développée. Les traces blanches dans la cavité de gauche, des moisissures, témoignent de la présence passée d'eau dans la cavité. (Photos G. Pétremand)
Fig. 2 in Observations récentes de Callicera aurata (Rossi, 1790) (Diptera: Syrphidae) en Suisse
Fig. 2. Carte de la répartition actuelle connue de C. aurata (en rouge) et C. aenea (en jaune) en Suisse. H = données après l'an 2000;: = données avant l'an 2000 (Source: Yannick Chittaro – CSCF).
Fig. 1 in Observations récentes de Callicera aurata (Rossi, 1790) (Diptera: Syrphidae) en Suisse
Fig. 1. Habitus de la femelle de Callicera aurata. Les deux bandes de pruinosité blanches qui s'arrêtent au milieu du thorax et les tarses 2–4 noircis sont bien visibles et sont typiques de cette espèce. (Photo M. C. D. Speight)
Fig. 3. Localisation des observations connues d in Isomira costessii (Bertolini, 1868) (Coleoptera, Tenebrionidae): une nouvelle espèce pour la Suisse
Fig. 3. Localisation des observations connues d'Isomira costessii (ronds orange et rouges), avec en rouge les observations suisses, et d'I. moroi (carrés verts).
A year-round observation of δ13C of dicarboxylic acids and related compounds in fine aerosols: Implications from Central European background site
<p>Data for paper of following abstract:</p> <p>Isotopic analysis of specific compounds in aerosols can be a useful tool when studying atmospheric processes. Here, we present the results of stable carbon isotope ratio (δ<sup>13</sup>C) measurements performed on a one-year set (n = 96, Sep. 2013 - Aug. 2014) of dicarboxylic acids and related compounds in PM<sub>1</sub> at a rural Central European background site, Košetice (Czech Republic).</p> <p>The most <sup>13</sup>C enriched acid was oxalic (C<sub>2</sub>, annual average = -16.6±5.0‰) followed by malonic (C<sub>3</sub>, avg. = -19.9±6.6‰) and succinic (C<sub>4</sub>, avg. = -21.3±4.6‰) acids. Thus, δ<sup>13</sup>C values decreased with an increase in carbon numbers. Azelaic acid (C<sub>9</sub>, avg. = -27.2±3.6‰) was found to be the least <sup>13</sup>C enriched.</p> <p>A comparison of δ<sup>13</sup>C of dicarboxylic acids from other background sites, especially in Asia, shows similar values to those from the European site. This comparison also showed that C<sub>2</sub> is more <sup>13</sup>C enriched at background sites than at urban ones. In general, we did not observe significant seasonal differences in δ<sup>13</sup>C values of dicarboxylic acids at the Central European station. We observed statistically significant differences (p value < 0.05) between winter and summer δ<sup>13</sup>C values solely for C<sub>4</sub>, glyoxylic acid (ωC<sub>2</sub>), glutaric acid (C<sub>5</sub>) and suberic acid (C<sub>8</sub>).</p> <p>The only significant correlations between δ<sup>13</sup>C of C<sub>2</sub> and δ<sup>13</sup>C of C<sub>3</sub> were found in spring and summer, suggesting that the oxidation of C<sub>3</sub> to C<sub>2</sub> is significant in these months with a strong contribution from biogenic aerosols. The strongest season-independent annual correlation was observed in δ<sup>13</sup>C values between C<sub>2</sub> and C<sub>4</sub>, the two dominant dicarboxylic acids. Therefore, C<sub>4</sub> appears to be the main intermediate precursor of C<sub>2</sub> throughout the whole year.</p>
Figure 1 in Chironomids also favour fermented products: an observation of chironomids dwelling in rotten apples
Figure 1. Pictures of the study pond (a), rotten apples floating on the surface (b), some of the apples before sectioning (c), and a larva of Endochironomus cf. tendens found inside the apple (d). Photo L. Hamerlik.
CT Simulations of MITA Low Contrast Detectability Phantom for Model Observer Assessments
<p>Dataset of CT Simulations of MITA Low Contrast Detectability Phantom for Model Observer Assessments. </p>
Initial Observations for the Destructive Earthquake Doublet of 6 February 2023 in South-Central Türkiye and Northwestern Syria
<p>This dataset is provided as supplementary material to the published paper "The Destructive Earthquake Doublet of 6 February 2023 in South-Central Türkiye and Northwestern Syria : Initial Observations and Analyses" (<em>The Seismic Record</em>, <a href="https://urldefense.com/v3/__https://doi.org/10.1785/0320230007__;!!Nmw4Hv0!3WB4F-6tmOGbOLPRhUkYZ-WFKNU4M33J2_WUvxmcPRrhpgtBblHGGJ3fuNm4hfSUm8zjvwBesiBCkWRMBKGM93LqEmPAUVL8FqE$">https://doi.org/10.1785/0320230007</a>).</p> <p>Included here are: the coordinates of the surface rupture used for modeling, and the preliminary three-dimensional coseismic surface displacements field (east-west, north-south, and vertical) derived via pixel-offset tracking of Sentinel-1 SAR images.</p> <p>The ascii-file “fault_trace_for_modeling.txt” includes longitude and latitude coordinates of the rupture trace.<br> The matlab-file ENU_Turkiye_S1.mat includes<br> enu: the east, north, and vertical displacement components<br> coor: the coordinate information for the enu matrix<br> fault: the coordinate of surface ruptures mapped from the SAR-pixel offset tracking result<br> mask: indicates the area for which the 3D displacements are plausible near the Golbasi basin due to the possible existence of water</p> <p>Original Sentinel-1 SAR images are available via the Copernicus hub at <a href="https://urldefense.com/v3/__https://scihub.copernicus.eu__;!!Nmw4Hv0!3WB4F-6tmOGbOLPRhUkYZ-WFKNU4M33J2_WUvxmcPRrhpgtBblHGGJ3fuNm4hfSUm8zjvwBesiBCkWRMBKGM93LqEmPA9j-Kbj8$">https://scihub.copernicus.eu</a>. The coseismic 3D surface displacements are preliminary results, and further improvements by incorporating ALOS-2 data and inspecting local regions are ongoing. The surface rupture traces used for modeling are mapped based on the SAR-pixel offset tracking result as well as the geomorphology alongside.</p> <p>Date submitted: June 3, 2023</p>
Observation des «puces de neiges» en février 2017, dans une forêt le long de l'Aar, près de Belp, en compagnie de Jürg Zettel (casquette blanche), grand spécialiste de ces petits organismes. (Photos A. Freitag) in Société Vaudoise D'Entomologie (Sve)
Observation des «puces de neiges» en février 2017, dans une forêt le long de l'Aar, près de Belp, en compagnie de Jürg Zettel (casquette blanche), grand spécialiste de ces petits organismes. (Photos A. Freitag)
Soirée d'observation du grand capricorne Cerambyx cerdo à Duillier. Un groupe bien équipé, et une rare observation d'une femelle en train de pondre sur un vieux chêne. (Photos Stève Breitenmoser) in Société Vaudoise D'Entomologie (Sve)
Soirée d'observation du grand capricorne Cerambyx cerdo à Duillier. Un groupe bien équipé, et une rare observation d'une femelle en train de pondre sur un vieux chêne. (Photos Stève Breitenmoser)
Stand de présentation de la SVE à Morges, 18 mars 2018. L'observation d'insectes sous la loupe et la dégustation d'insectes remportent un succès certain. (Photos Anne Freitag) in Société Vaudoise D'Entomologie (Sve)
Stand de présentation de la SVE à Morges, 18 mars 2018. L'observation d'insectes sous la loupe et la dégustation d'insectes remportent un succès certain. (Photos Anne Freitag)
Fig. 2 in Ex-situ conservation of the critically endangered swamp forest crab Parathelphusa reticulata Ng, 1990 (Decapoda: Brachyura: Gecarcinucidae): observations on its reproduction and biology in captivity
Fig. 2. Top view of captive conditions of a, adult crab (CW: 30 mm); b, crablet (CW: 4 mm); c, juvenile crab (CW: 15 mm); d, Setup for pairing individuals. Photographs: Dian Alisha Binte Misba.
Fig. 4 in Ex-situ conservation of the critically endangered swamp forest crab Parathelphusa reticulata Ng, 1990 (Decapoda: Brachyura: Gecarcinucidae): observations on its reproduction and biology in captivity
Fig. 4. Growth of captive Parathelphusa reticulata (F1 generation) over 52 weeks (N = 20). Vertical bars indicate standard deviations.
Dataset associated with publication "Direct observation of coherence transfer and rotational-to-vibrational energy exchange in optically centrifuged CO2 super-rotors" to be published in Nature Communications
<p>This dataset contains all data to compose figures in the associated manuscript. Some of the images are presented in MatLab .mat files. If a different format is needed, please contact the corresponding author. </p>
Spatially resolved mock observations of stellar kinematics: full radiative transfer treatment of the simulated galaxies of the Auriga project
<p>We present realistic mock spectroscopic observations for state-of-the-art hydrodynamical simulations, using high spectral resolution stellar population models (FSPS) and full radiative transfer treatment with SKIRT. The dataset contains IFS-like spectroscopy of the stellar continuum for 10 (of the 30) galaxies in the Auriga Project at z=0. One galaxy at z=0.8 (Au 6) and another at z=3 (Au 29).</p>
Data for: Saturation of ocean surface wave slopes observed during hurricanes
<div>Observational wave data and modeled wind data to accompany the article "Saturation of ocean surface wave slopes observed during hurricanes," which is currently in revision for publication in Geophysical Research Letters (a preprint is attached as a supplement). The observations include targeted aerial deployments into Hurricane Ian (2022) and opportunistic measurements from the free-drifting Sofar Ocean Spotter global network in Hurricane Fiona (2022). Surface wind speeds are modeled using the U.S. Naval Research Laboratory's Coupled Ocean-Atmosphere Mesoscale Prediction System for Tropical Cyclones (COAMPS-TC). The datasets are table-like and include the following: 1) hourly records of surface wave statistics in the form of scalar energy spectra, directional moments, derived products (including mean square slope), and modeled wind speeds; 2) data to reproduce the binned mean square slopes and model wind speeds presented in the article; 3) data to reproduce the mean energy density versus wind speed plot; and 4) data to reproduce the mean energy density versus wave age plot.</div>
Long Wavelength Array observations of lightning 20210703_001515
<p>Raw data observations of a nearby intra-cloud lightning flash from the Long Wavelength Array (LWA), a VHF radio telescope array in Sevilleta New Mexico. The flash happened on 2021/07/03 at 00:15:15 UT nearly overhead of the array. The dataset contains frequency domain observations from 256 dual polarization antennas in the format provided by the telescope (no post-processing has been done). </p> <p>Code to image the raw observations available at https://github.com/mikestock/lwali</p> <p>An animation of this flash is available at https://vimeo.com/lightninginterferometry/lwa-20210703-001515</p>
ScienceDex guides
Understand access before you commit
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.