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.
2,206
datasets available to search
ShareScore release 0.9.0
Dataset results
2,206 results for “Communications”
Figure 1. Pseudamia gelatinosa Smith, 1956 in Short Communication First record of Pseudamia gelatinosa Smith, 1956 (Perciformes: Apogonidae) from Gulf of Mannar, Southeast coast of India
Figure 1. Pseudamia gelatinosa Smith, 1956 (MBRC/ ZSI/F 2100; 71.33 mm SL).
Map 1 in Short Communication Sighting of large three-ring, Ypthima nareda (Kollar, [1844]) (Lepidoptera: Nymphalidae: Satyrinae) in Arunachal Pradesh, India
Map 1. Site of observation for Ypthima nareda (Kollar).
Figure 1 in Short Communication Mass mortality of Giant Water Bug Lethocerus indicus (Lepeletiler & Serville, 1825) [Heteroptera: Belostomatidae] in Thiruvananthapuram, Kerala State, South India
Figure 1. The dead specimens of Lethocerus indicus (Lepeletiler & Serville, 1825).
Fig. 2 in SHORT COMMUNICATION Noblella lynchi Duellman 1991 (Anura: Craugastoridae): Geographic range extension, Peru
Fig. 2. Map showing distribution of Noblella lynchi in the Cordillera Central in northern Peru.
Fig. 3. BNHS 794 in Short Communication On the distribution, taxonomy, and natural history of the Indian Smooth Snake, Coronella brachyura (Günther, 1866)
Fig. 3. BNHS 794, collected by Abdulali (1935) from Mumbai, India.
Fig. 1 in Short Communication On the distribution, taxonomy, and natural history of the Indian Smooth Snake, Coronella brachyura (Günther, 1866)
Fig. 1. Dorsal aspect of Coronella brachyura in life, from Surat, Gujarat, India.
Support data for conference paper "Assessment of Communication Resource Allocation by the Transmission Control Protocol for the Target Virtual Connection under Competitive Conditions"
<p>Support data for article</p> <p>V. Kovtun, O. Kovtun, K. Grochla, and K. Połys, “Assessment of Communication Resource Allocation by the Transmission Control Protocol for the Target Virtual Connection under Competitive Conditions,” Electronics, vol. 13, no. 7. MDPI AG, p. 1180, Mar. 22, 2024. doi: 10.3390/electronics13071180.</p> <div> <p>This research is part of the project No. 2022/45/P/ST7/03450 co-funded by the National Science Centre and the European Union Framework Programme for Research and Innovation Horizon 2020 under the Marie Skłodowska-Curie grant agreement No. 945339.</p> </div>
F1/10 Platooning with ETSI ITS-G5 communication using ROS 2
<p>This dataset is recorded from a platooning scenario using F1/10 vehicles on a scaled-down version of the Aldenhoven testing center. It uses a scaled-down version of the ETSI ITS-G5 standard for the communication via CAM messages. Furthermore, it uses a CACC controller for the control of the vehicles using the information from a motion-capture system and the communicated data of each vehicle. The dataset includes two configurations of the same scenario, with a target velocity of 0.8m/s and 3.0m/s, respectively.</p> <p>The experiments are based on the software of the <a href="https://github.com/HarunTeper/AuNa">AuNa</a> framework by <a href="https://arxiv.org/abs/2207.05544">Teper et al.</a>, while the experiments were conducted during the case studies described by <a href="https://ieeexplore.ieee.org/document/10464605">Krieger et al.</a> and <a href="https://ieeexplore.ieee.org/document/10553459">Priyanta et al.</a>. The dataset can be analyzed using the <a href="https://github.com/tudo-aqua/stars">STARS</a> framework.</p>
Data from Evaluating the impact of climate communication activities by scientists: what is known and necessary?
<p>This dataset contains three text files in RIS format and two pdf files. They represent the analysis for "Evaluating the impact of climate communication activities by scientists: what is known and necessary?" (https://doi.org/10.5194/gc-7-91-2024). </p> <p>There are three stages</p> <ol> <li>The initial search: <ul> <li> <p>The <em>Literature search PE on CC.pdf</em> file provides the initial search terms</p> </li> <li> <p>The <em>Search PE on CC 'Outreach added'.pdf</em> file expands that initial search to include outreach</p> </li> <li>The <em>Initial search (outreach included).ris</em> file contains references to all 819 articles included in the initial search</li> </ul> </li> <li>Excluded first round (based on title and abstract) <ul> <li>The <em>Excluded first round.ris</em> file contains references to all 755 articles excluded in the first round</li> </ul> </li> <li>Included papers <ul> <li>The <em>Included papers.ris </em>file contains references to all 7 articles that were included in the final analysis</li> </ul> </li> </ol>
Pragmatic Failures in Intercultural Communication: Evidence from Jordan
Open the record for dataset details and reuse information.
Project files provided as supporting information to the manuscript "How Communication Pathways Bridge Local and Global Conformations in an IgG4 Antibody: a Molecular Dynamics Study"
<p>June 23, 2021</p> <p>Thomas Tarenzi, Marta Rigoli and Raffaello Potestio</p> <p>==================================</p> <p>The dataset contains the following folders:</p> <p>- contact_area_binding_site: files with the computed surface area, used for the calculation of the contact area between PD-1 and the antibody Fab (Fig. S41).</p> <p>- hbonds_ab-pd1: number of hydrogen bonds between the antigen and the antibody, for each holo cluster (Fig. S41).</p> <p>- mutual_information: matrices with the computed mutual information, for each pair of residues (Fig. S34, S35, S46). The folder contains also the generalized correlation coefficients (Fig. S43) and the correlation scores (Fig. 4, S44, S45), computed from the mutual informations.</p> <p>- networks: communities - for each cluster, each residue is assigned to a community within the interaction network (Fig. S32, S33). betweenness - the values of edge betweenness for each cluster (S30, S31).</p> <p>- output_clustering: each frame of the apo and holo simulations is assigned a cluster index, on the basis of the structural similarity (Fig. S4).</p> <p>- PAD: per-residue values of PAD parameter, for apo and holo systems (Fig. 3, S39).</p> <p>- PCA: principal component analysis for each conformational cluster (Section S2.1).</p> <p>- representative_structures: representative structures for each conformational cluster (Fig. 2).</p> <p>- r_gyr_antibody: radii of gyration of the antibody, for each cluster (Fig. 2).</p> <p>- r_gyr_hinge: radii of gyration of the sole hinge segment, for each cluster (Fig. S36).</p> <p>- RMSD_antibody: distributions of the root-mean-square deviation of the antibody, for each cluster (Fig. S5). </p> <p>- RMSD_antigen: root-mean-square deviation of the antigen PD-1, for each cluster (Fig. S42).</p> <p>- RMSD_binding_site: distributions of the root-mean-square deviation of the residues belonging to the paratope, for each cluster (Fig. S40, S47).</p> <p>- RMSD_matrix: root-mean-square deviation between structures belonging to different pairs of clusters (Fig. S9).</p> <p>- rmsf_antigen: root-mean-square fluctuation of the antigen PD-1, for each cluster (Fig. S42).</p> <p>- rmsf_hinge: difference between the total root-mean-square fluctuations of the two hinge segments, for each cluster (Fig. S38).</p> <p>- salt_bridge: distribution of distances between residues R979 and D1377 (Fig. 4).</p> <p>- sasa_domains: contact area between Fab and Fc antibody domains, for each cluster (Fig. S8).</p> <p>- sasa_hinge: solvent accessible surface area of each hinge segment, for each cluster (Fig. S37).</p>
Data from: Discharge communication for chronic disease patients in three hospitals in India
OBJECTIVES <p>Poor discharge communication is associated with negative health outcomes in high-income countries. However, quality of discharge communication has received little attention in India and many other low and middle-income countries. Primary Objective To investigate verbal and documented discharge communication for chronic non-communicable disease (NCD) patients. Secondary objective To explore the relationship between quality of discharge communication and health outcomes.</p> METHODS: <p>Design Prospective study.</p> <p><strong>Setting:</strong> Three public hospitals in Himachal Pradesh and Kerala states, India.</p> <p><strong>Participants:</strong> 546 chronic NCD (chronic respiratory disease, cardiovascular disease or diabetes) patients. Piloted questionnaires were completed at admission, discharge and Five and eighteen-week follow-up covering health status, health-seeking behaviour and healthcare information exchange practices. Logistic regression was used to explore the relationship between quality of discharge communication and health outcomes.</p> <p><strong>Outcome Measures:</strong></p> <p><strong>Primary:</strong> Patient recall and experiences of verbal and documented discharge communication.</p> <p><strong>Secondary:</strong> Death, hospital readmission and self-reported deterioration of NCD/s.</p> RESULTS <p>All patients received discharge notes, which were predominantly on minimally structured sheets of paper (71%); 31% of notes contained all of the following information required for facilitating continuity of care: diagnosis, medication information, lifestyle advice, and follow-up instructions. Patient reports indicated notable variations in verbal information provided during discharge consultations; 50% received ongoing treatment/management information and 23% received lifestyle advice. Within 18 weeks of follow-up, 25 (5%) patients had died, 69 (13%) had been readmitted and 62 (11%) reported that their chronic NCD/s had deteriorated. Significant associations were found between low-quality documented discharge communication and death (AOR=3.00; 95% CI 1.27,7.06) and low-quality verbal discharge communication and self-reported deterioration of chronic NCD/s (AOR=0.46; 95% CI 0.25,0.83) within 18-weeks of follow-up.</p> CONCLUSIONS <p>Sub-optimal discharge practices may be compromising the continuity and safety of chronic NCD patient care. Structured protocols, documents and training are required to improve discharge communication, healthcare integration and overall NCD management.</p>
Cooperative communication with humans evolved to emerge early in domestic dogs
<p><span>While we know that dogs evolved from wolves, it remains unclear how domestication affected dog cognition. One hypothesis suggests dog domestication altered social maturation by a process of selecting for an attraction to humans. Under this account, dogs became more flexible in using inherited skills to cooperatively-communicate with a new social partner that was previously feared and expressed these unusual social skills early in development. Here we tested dog (N=44) and wolf (N=37) puppies, 5-18 weeks old, on a battery of temperament and cognition tasks. We found that dog puppies were more attracted to humans, read human gestures more skillfully, and made more eye contact with humans than wolf puppies. The two species were similarly attracted to objects and performed similarly on nonsocial measures of memory and inhibitory control. These results are consistent with the idea that domestication enhanced the cooperative-communicative abilities of dogs as selection for attraction to humans altered social maturation. </span></p>
Data supplement for: Disrupting cortico-cerebellar communication impairs dexterity
<p>This dataset, along with the corresponding code, is a supplement to "Disrupting cortico-cerebellar communication impairs dexterity" (Guo*, Sauerbrei* et al., eLife 2021). It consists of single-unit electrophysiology data from the pontine nuclei, Purkinje cells, cerebellar nuclei, and motor cortex of awake mice, along with measurements of the hand position of mice performing reaching movements.</p> <p>These data address the question of how the dynamics of motor cortex and cerebellum interact to control skilled reaching. First, we recorded from neurons in the pontine nuclei (PN), the bridge between cerebral cortex and the cerebellum, as mice reached to and grasped food pellets. Most PN neurons were strongly modulated by an acoustic go cue, by movement onset, or by both. Optogenetic stimulation of the PN strongly entrained spiking in Purkinje cells and the cerebellar nuclei, and induced transients in some motor cortical neurons. PN stimulation during a reach-to-grasp task induced a range of deficits, including decreases in success rate, increases in the standard deviation of hand position, increases in movement duration, and overreaching of the target. During movement, PN stimulation altered neural activity in the cerebellar nuclei and motor cortex, and a velocity decoding analysis revealed that these shifts in activity were consistent with the kinematic effects of stimulation. Our findings suggest that interaction between motor cortex and the cerebellum is essential for fine-tuning movements to enable accurate and precise behavior.</p> <p>Code required to generate the figures is available in the companion repository on Zenodo, and a list of which scripts generate which figure panels is contained in /docs/README.</p>
Viral Communication Phase I-II
<p>This dataset represents the anonymised data collected as part of the Viral Communication (Understand-ELSED) project. It includes the two measurements, Phase I (30 October 2020 and 14 December 2020) and Phase II (2 March 2021 and 22 March 2021).</p> <p>As the dataset involves two measurements (i.e., Phase I and Phase II), it is split into two sections, each of which can be identified by looking at the variable names. Variables corresponding to the Phase I survey will have the prefix “PHASE1_”, while variables from the Phase II survey will have the prefix “PHASE2_”. Exceptions to this are the socio-demographic variables from the main section of the Phase I survey.</p> <p>Each questionnaire was split into a main and an opt-in section, the cut-off points of which are located after the variables PHASE1_OI_AQ and PHASE2_OI_AQ, respectively. Furthermore, two sets of two weighting variables were calculated. The first set includes weights for analyses only involving Phase I variables, while the second set contains weights for analyses involving any Phase II variables. The corresponding variable labels specify how to use any of the weighting variables, which are located in positions 2 through 5.</p> <p>In the Phase II survey, we included two experimental setups. For the vaccination origin experiment, we included a grouping variable, PHASE2_HM_VACC_GROUP. The same was done for the risk assessment experiment, with PHASE2_RA_INF_GROUP being the grouping variable.</p>
Supplementary files for Doré et al., 2025 - Evolutionary history of ponerine ants highlights how the timing of dispersal events shapes modern biodiversity. Nature Communications, 16(1), 8297.
<p><strong>### Research Article ###</strong></p> <p>This repository contains Supplementary files associated with this research paper:</p> <p><strong>Doré et al., 2025 - Evolutionary history of ponerine ants highlights how the timing of dispersal events shapes modern biodiversity. <em><span lang="FR">Nature Communications</span></em><span lang="FR">, <em>16</em>(1), 8297.</span></strong></p> <p><a href="https://doi.org/10.1111/XXXX">https://doi.org/10.1038/s41467-025-63709-3</a></p> <p><strong>### Research abstract ###</strong></p> <p> Disentangling the drivers of global biodiversity patterns is a cornerstone of biogeography that remains elusive for many diverse biological groups. Here we present a complete species-level phylogeny of the ant subfamily Ponerinae based on new phylogenomic sequencing and taxonomic grafting. We combine results with a large-scale geographic database to explore the contribution of three main mechanisms in shaping global ponerine biodiversity patterns: time for accumulation, differences in diversification rate, and asymmetric dispersal. We show that extant ponerine ants originated in Gondwana, spread eastward across tropical bioregions, and more recently colonized temperate areas. The relative timing of colonization events was identified as the prominent driver of present-day biodiversity patterns, supporting the time for accumulation hypothesis. Conversely, differences in diversification rates and asymmetrical dispersal histories mitigated the heterogeneity in biodiversity by fueling accumulation of lineages in the least diverse bioregions. These findings suggest that tropical niche conservatism played a major role in shaping the biogeographic and evolutionary history of Ponerinae. Overall, we emphasize the importance of considering the relative timing of past dispersal events and variations in diversification rates over evolutionary time to gain a deeper understanding of Earth’s biodiversity patterns. </p> <p><strong>### Contents ###</strong></p> <p>This repository contains five sub-archives:</p> <p> - <em><strong>01_Supplementary_Data</strong></em>: <strong>Supplementary Data S1-S8</strong> of the article including metadata for voucher specimens, fossil calibrations, grafting information, geolocalized occurrences, biogeographic membership, bioregion adjacency matrices, and <strong>ready-to-use phylogenies</strong>.</p> <p> - <em><strong>02_Supplementary_Movie</strong></em>: <strong>Supplementary Movie 1 - Ponerinae Biogeographic History</strong>: Time-lapsed animation of ponerine ant biogeographic and diversification history.</p> <p> - <em><strong>03_Phylogenetic_inferences</strong></em>: Scripts and files used to carry out <strong>phylogenetic inferences</strong>.</p> <p> - <em><strong>04_Divergence_dating</strong></em>: Scripts and files used to carry out <strong>divergence dating analyses</strong>.</p> <p> - <em><strong>05_Other_analyses</strong></em>: Script and files used to carry out <strong>data curation, tree grafting, and biogeographic and diversification analyses</strong>. This is a release of an associated GitHub repository available at <a href="https://github.com/MaelDore/Ponerinae_Historical_Biogeography">https://github.com/MaelDore/Ponerinae_Historical_Biogeography</a>.<br> <br><strong>### How to cite ###</strong></p> <p>Please cite this research article as:<br> <br>> Doré, M., Borowiec, M.L., Branstetter, M.G., Camacho, G.P., Fisher, B.L., Longino, J.T., Ward, P.S., & Blaimer, B.B., 2025. Evolutionary history of ponerine ants highlights how the timing of dispersal events shapes modern biodiversity. <em>Nature Communications</em>, 16(1), 8297.<span lang="FR"> </span>https://doi.org/10.1038/s41467-025-63709-3.</p>
Playbacks of Asian honey bee stop signals demonstrate referential inhibitory communication
<p>Referential communication provides a sophisticated way in which animals can communicate information about their environment. Previously, research demonstrated that honey bee stop signals encode predator danger in their fundamental frequency and danger context in their duration. Here, we show that these signals also encode danger in their vibrational amplitude. Stop signals elicited by the more dangerous predator, the large hornet (<em>Vespa</em><em>mandarinia</em>) had significantly 1.5-fold higher vibrational amplitudes than those elicited by the small hornet predator (<em>Vespa</em><em>velutina</em>). We measured the freezing vibrational response thresholds, and show that these natural signals exceed response thresholds. Finally, with artificial playbacks of the vibratory stop signal, we demonstrate that these signals referentially encode the danger that foragers experience at food source. Stop signals elicited by the larger and significantly more dangerous predator (<em>V.</em><em>mandarinia</em>) were significantly 1.4-fold more inhibitory than stop signals elicited by the smaller and less dangerous predator (<em>V.</em><em>velutina</em>). This dataset contains all of the data used for the statistical analyses reported in this paper and to generate the figures.</p>
KR, Vehicle quality of service support, Tethering via vehicle using mmWave communication
<p>Use Case Category: <strong>Vehicle quality of service support</strong><br> User Story: <strong>Tethering via vehicle using mmWave communication</strong><br> Location: Korean (KR) trial site</p> <p>According to 3GPP TS 22.186 R16, Vehicle quality of service support “enables a V2X application to be timely notified of expected or estimated change of quality of service before actual change occurs and to enable the 3GPP System to modify the quality of service in line with V2X application’s quality of service needs. Based on the quality of service information, the V2X application can adapt behaviour to 3GPP System’s conditions. The benefits of this use case group are offerings of smoother user experience of service”.</p> <p>User Story: <strong>Tethering via vehicle using mmWave communication</strong></p> <p>Tethering via Vehicle use case enables in-vehicle UEs and pedestrian UEs to access the network with the help of a vehicle relay which is deployed at a vehicle. For in-vehicle UEs, through Tethering via Vehicle use case, it is possible to avoid high penetration loss occurring from the metallic vehicle surface, thereby achieving more reliable wireless connectivity as well as reduced UE power consumption. The in-vehicle UEs are also benefited from the minimized handover operations. Only the vehicle relays involve in the handover operations. For pedestrian UEs, tethering via Vehicle use case enables more reliable connectivity, increased throughput and reduced UE power consumption since it reduces the communication range of the pedestrian UEs.</p> <p>As a deployment scenario for Tethering via Vehicle use case, a vehicle relay can have the Internet connectivity to the network through a base station (BS) including macrocell BS, microcell BS, and BS-type road side unit (RSU). Another UE such as UE-type RSU can also provide the Internet connectivity to the network. Non-terrestrial links such as satellite BS, satellite relay, and high-altitude platform (HAP) can also be used to provide the Internet connectivity to the network.</p> <p>Tethering via Vehicle use case generally supports eMBB-type services such as web surfing, FTP, and video streaming. Hence, it intrinsically requires high data throughput up to several Gbps. In order to satisfy such very high throughput, large bandwidth is necessary which is quite difficult in lower frequency bands below 6 GHz. Therefore, mmWave frequency band should be employed to support such high throughput and to satisfy the Tethering via Vehicle use case.</p>
Communication Research in OECD Countries: H-Classics Dataset
<p>Communication Research in OECD Countries: H-Classics Dataset</p>
Urbanus and Cosgrove et al. Nature Communications (2023) - 18 months scRNAseq fastq files (mouse 1) for Figures 5 and 6
<p>This dataset contains .fastq files for the 18 month timepoint mouse 1 sample in the scRNAseq dataset used in Figures 5 and 6. For any questions about this dataset please contact Leila Perie (leile.perie@curie.fr)</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.