cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22976018.v1
title: C8H8 Isomers Database

description: Accurate isomerization energies are obtained for a set of 45 C8H8 isomers by means of the high-level, ab initio W1-F12 thermochemical protocol. The 45 isomers involve a range of hydrocarbon functional groups, including (linear and cyclic) polyacetylene, polyyne, and cumulene moieties, as well as aromatic, anti-aromatic, and highly-strained rings. Performance of a variety of DFT functionals for the isomerization energies is evaluated. This proves to be a challenging test: only six of the 56 tested functionals attain root mean square deviations (RMSDs) below 3 kcal/mol (the performance of MP2), namely: 2.9 (B972-D), 2.8 (PW6B95), 2.7 (B3PW91-D), 2.2 (PWPB95-D3), 2.1 (ωB97X-D), and 1.2 (DSD-PBEP86) kcal/mol. Isomers involving highly-strained fused rings or long cumulenic chains provide a ‘torture test’ for most functionals. Finally, we evaluate the performance of composite procedures (e.g., G4, G4(MP2), CBS-QB3, and CBS-APNO), as well as that of standard ab initio procedures (e.g., MP2, SCS-MP2, MP4, CCSD, and SCS-CCSD). Both connected triples and post-MP4 singles and doubles are important for accurate results. SCS-MP2 actually outperforms MP4(SDQ) for this problem, while SCS-MP3 yields similar performance as CCSD and slightly bests MP4. All the tested empirical composite procedures show excellent performance with RMSDs below 1 kcal/mol.
DOI: 10.6084/m9.figshare.23523138.v1
title: Single junction amorphous silicon solar cells and tandem junction amorphous silicon and silicon germanium solar cells

description: This data contains values of open circuit voltage, short circuit current fill factor and efficiency of single junction p-I-n type amorphous silicon solar cells and tandem or dual junction amorphous silicon amorphous silicon germanium solar cells fabricated at BPSolar At Toano, Virginia, USA
DOI: 10.1594/pangaea.116074
title: Total carbon dioxide and total alkalinity at station TT043_22-1
DOI: 10.1594/pangaea.116075
title: Total carbon dioxide and total alkalinity at station TT043_23-1
DOI: 10.6084/m9.figshare.12936800.v1
title: Are the new mobile wireless EEG headsets reliable for the evaluation of musical pleasure?

description: This dataset included data from a study that assessed the reliability of two wireless devices (g.tech Nautilus SAHARA electrodes and Emotiv Epoc +) for the detection of musical emotions by comparison with a gold standard EEG device from Electrical Geodesic (EGI).<br>
DOI: 10.6084/m9.figshare.21829508.v1
title: Mental health professionals’ attitudes toward patients with PTSD and depression

description: To date, mental health professionals’ attitudes toward posttraumatic stress disorder (PTSD), compared to other psychiatric disorders such as schizophrenia or depression, have rarely been studied. We assessed mental health professionals’ attitudes toward patients with PTSD compared to patients suffering from depression. Case vignettes of a patient with either PTSD or depression were presented to two samples of mental health professionals: attendees of a conference on posttraumatic stress (<i>N=</i>226) or of a lecture for psychiatry residents (<i>N=</i>112). Participants subsequently completed a questionnaire that assessed their attitude reactions to the presented case. Participants showed similarly positive attitudes toward depression and PTSD. PTSD elicited a more favorable attitude with regard to prosocial reactions, estimated dependency, attributed responsibility, and interest in the case, particularly in mental health professionals specializing in psychotraumatology. Across diagnoses, higher age and longer professional experience were associated with more positive attitudes toward patients. Mental health professionals’ positive attitudes toward patients with depression and PTSD correlate with their specific knowledge about the disorder, their level of professional training, and their years of professional experience. The instruments used, although based on established theoretical concepts in attitude research, were not validated in their present versions.
DOI: 10.1594/pangaea.116076
title: Total carbon dioxide and total alkalinity at station TT043_24-1
DOI: 10.1594/pangaea.116077
title: Total carbon dioxide and total alkalinity at station TT043_24-4
DOI: 10.17632/c2gtvyxyt7
title: Digiteo_seq3_Stereo

description: This dataset was recorded with an intel® RealSense™ Depth Camera D435i. The dataset was recorded in the car park of the laboratory Digiteo bât 660, using Stereo mode.
DOI: 10.17632/g7gzwd4c7h
title: Dataset for lifestyle behaviors and HbA1c status from 2012 to 2014 of Japanese middle aged and elder people

description: Hypothesis: We assumed two hours or lower duration between dinner and bedtime influence on increasing HbA1c level. Data collection: We collected three year health check-up data of middle aged and elderly Japanese in the community. Lifestyle factors include two hour duration between dinner and bedtime, fast eating, skipping breakfast, eating midnight snack, smoking, alcohol drinking, doing exercise, active lifestyle, and biophysical status were age, height, weight, BMI, waist circumference, blood components, and medical examination history. Result and interpretation: The duration between dinner and bedtime did not significantly affect on HbA1c level. The finding was variated by some lifestyle factors such as smoking and alcohol drinking, and BMI status. Rather than duration of dinner and bedtime, people should pay more attention to healthy components of last and adequate sleeping time for maintaining stable metabolic process.
DOI: 10.6084/m9.figshare.26088133.v1
title: <b>Hummingbird flower visitation rates vary with species traits, floral abundance, and phenology across bioregions</b>

description: A myriad of factors influence species interactions, and determining their relative importance is a major challenge in community ecology. Here, we explored the multiple factors influencing hummingbird visitation rates to flowers by considering pollinator and floral traits alongside the broader ecological context (i.e., phenology and floral abundance). Our data were collected from 32 systematically surveyed sites within native vegetation across three distinct Neotropical bioregions, each characterized by unique species composition and evolutionary histories. In total, we sampled 6,423 flowering individuals, representing 404 plant species and 68 hummingbird species. At the community level, we found that hummingbirds primarily visit flowers with long, tubular corollas, aligning with predictions from pollination syndromes, and that visitation is also higher to flowers with straight corollas. At the species level, visitation frequency was associated with specific characteristics of the hummingbird species, such as its bill length and foraging behavior, where species often forage on flowers with matching morphological traits. Further, our findings extended beyond the expected trait preferences, revealing that visitation rates are also the outcome of the ecological context; particularly, the abundance of conspecific, but not heterospecific, flowers. The effect of conspecific abundance varied across bioregions, suggesting that from the plant perspective, intraspecific competition and facilitation could prevail in different regions. Additionally, we found that plant species whose floral morphology was more distinct from the other co-flowering species tended to attract more visits, but only if they were abundant enough to stand out within the floral community. These findings highlight how plant and pollinator traits, modulated by the ecological context, jointly shape pollination dynamics.
DOI: 10.6084/m9.figshare.9198932.v1
title: A Ternary Hybrid EEG-NIRS Brain-Computer Interface for the Classification of Brain Activation Patterns during Mental Arithmetic, Motor Imagery, and Idle State

description: NIRS dataset used in the research article entitled "A Ternary Hybrid EEG-NIRS Brain-Computer Interface for the Classification of Brain Activation Patterns during Mental Arithmetic, Motor Imagery, and Idle State", <i>Front. Neuroinform.</i>, 23 February 2018.<br>- Data files are compressed in zip format.- Data files are converted in MATLAB-compatible format (.mat).- We recommend 'mat' files are handled by BBCI toolbox (https://github.com/bbci/bbci_public)
DOI: 10.1594/pangaea.116046
title: Total carbon dioxide and total alkalinity at station TT043_12-1
DOI: 10.1594/pangaea.116079
title: Total carbon dioxide and total alkalinity at station TT043_25-5
DOI: 10.17632/mvj89nc758
title: Data for: “Morphology and internal structure of small-scale washovers formed in the coastal zone of the semi-enclosed tideless basin, Gulf of Gdańsk, Baltic Sea”

description: The dataset contains spatial characteristics of washovers analysed in this study and broader compilation, including other authors: file Washovers_metrics. It also comprises grain size and shape analysis results delivered from Morphologi G3 image analyser: file Grain-size-shape-descriptors.
DOI: 10.6084/m9.figshare.1119784.v1
title: Supplementary Figure 18, Dreadnoughtus hind limb - Lacovara et al., 2014, A Gigantic, Exceptionally Complete Titanosaurian Sauropod Dinosaur from Southern Patagonia, Argentina, Scientific Reports,

description: Supplementary Fig. 18. Digital 3D PDF of all known skeletal elements of the hind limb of <em>Dreadnoughtus schrani</em> (MPM-PV 1156). Femur and fibula from left side; tibia, metatarsals, and ungual mirrored from right side.
DOI: 10.6084/m9.figshare.1217527.v1
title: Little Effort, Little Reward: The surprising role of semantic ambiguity in humor elicitation

description: Data from participants 1-4
DOI: 10.1594/pangaea.116044
title: Total carbon dioxide and total alkalinity at station TT043_11-1
DOI: 10.1594/pangaea.116048
title: Total carbon dioxide and total alkalinity at station TT043_13-1
DOI: 10.17632/dzx4x92535
title: Data for: Improving the Direct Strength Method Prediction of Column Flexural-Torsional Failure Loads

description: These supplementary data consist of tables providing relevant information about representative samples of the column considered in the work. This information comprises the column (i) geometries (cross-section dimensions and lengths, (ii) geometrical properties, (iii) yield stresses, (iv) numerical ultimate strengths and (v) quantities associated with the DSM-based ultimate strength prediction. The tables are divided into four groups (A to D), each concerning columns with given support conditions (F, PCM, PCm and PS and columns, respectively). Each group comprises seven tables (*.1 to *.7), each corresponding to columns exhibiting a given cross-section shape (U, C, H, R, RLC, WSC and WFSC columns, respectively).
DOI: 10.17632/mpjzbtfgfr
title: Coordinated cellular neighborhoods orchestrate antitumoral immunity at the colorectal cancer invasive front

description: A previously established highly multiplexed tissue cytometry platform called CO-Detection by indEXing (CODEX) was re-engineered here here to create multidimensional imaging datasets of human colorectal cancer (CRC) tissue microarrays from archival, paraffin-embedded samples and tissue microarrays (TMAs). In this procedure, DNA-barcoded antibodies bound to antigens present in the tissue were iteratively rendered visible by hybridizing complementary fluorescent DNA oligonucleotides. An algorithmic pipeline was used to process raw imaging data, segment and identify single cells and their localizations within tissues, and quantify their marker expression. Unsupervised clustering, followed by manual curation of clusters based on marker expression, morphology and tissue localization, was used to call out specific cell types. Expression of selected markers per cell were manually gated in CellEngine (https://cellengine.com). Cellular neighborhoods were algorithmically identified. We identified nine conserved, distinct cellular neighborhoods (CNs)–a collection of components characteristic of the CRC iTME. Enrichment of PD-1+CD4+ T cells only within a granulocyte CN positively correlated with survival in a high-risk patient subset. Coupling of tumor and immune CNs, fragmentation of T cell and macrophage CNs, and disruption of inter-CN communication was associated with inferior outcomes. This study provides a framework for interrogating how complex biological processes, such as antitumoral immunity, occur through the concerted actions of cells and spatial domains. CRC_clusters_neighborhoods_markers.csv table contains cell types annotation, expression profiles, coordinates, neighborhood affiliation of all segmented objected identified in the TMAs analyzed in this study. In addition, it contains information on the expression of selected markers Ki-67, PD-1 and ICOS on macrophage populations and T cell subsets.
DOI: 10.6084/m9.figshare.22269604.v1
title: ASSOCIATION OF ELEVATED IL-6 WITH POOR GLYCEMIC CONTROL IN PERIODONTITIS PATIENTS

description: This data depository includes a ethical clearance letter and the tabulated raw data collected during the course of the study which was later statistically analyzed to derive results and draft the article.
DOI: 10.6084/m9.figshare.24065163.v1
title: Model in- and output for 'Consequences of limited sediment supply for decadal evolution of offshore tidal sand waves, a 3D model perspective '

description: This database contains the model output for 'Consequences of sediment supply limitations for tidal sand wave evolution', as well as the Matlab scripts to analyse this output.Output_deltaXX.m contains the grid, time array and bed level data as modelled by Delft3D, FLOW2D3D Version 6.02.13.8374. This is obtained by running the D3D input files, which all have '3d_model' in their name.Analysed_output_deltaXX.m contains the analysed output: i.e. sand wave heights, lengths and the degree of three-dimensionality.This matfile is obtained by runner the script 'analyse_model_output_delta.m' which uses the function 'function_to_analyse_sandwaves_delta.m'. In this function, the sand wave heights, lengths and the degree of three-dimensionality are computed.
DOI: 10.6084/m9.figshare.26826034.v1
title: Data of Mochizuki et al. "biting midge pollination"

description: This research reports the uncovered pollination systems of <i>Vincetoxicum aristolochioides </i>and<i> Dioscorea tokoro.</i> These plants are found to be primary pollinated by biting midges.
DOI: 10.6084/m9.figshare.28850657.v1
title: Foclóir Tráchtais v1.6

description: Is foclóir ríomheolaíochta é an Foclóir Tráchtas curtha le chéile ag Seathrún (Jeffrey) Sardina dá thráchtas PhD. Cruthaíodh é chun téarmaí ríomheolaíochta nach raibh ar fáil i bhfoclóirí eile a chur ar fáil.
DOI: 10.1594/pangaea.129293
title: Total organic carbon from CTD cast KIWI-6/16-1
DOI: 10.1594/pangaea.129295
title: Total organic carbon from CTD cast KIWI-6/18-1
DOI: 10.17632/2vxbyxmjhj
title: Data for: Experimental and Numerical Investigations of the effect of Pressure and Oxygen Concentration on Combustion Characteristics of Al/Mg Fuel-rich Propellants

description: Record of high speed cameras at 0.1MPa and 21% and a data of one case
DOI: 10.17632/fsmzz6dvmb
title: Youtube Advertising Value

description: A dataset of Youtube advertising value and purchase intentions of young Vietnamese customers
DOI: 10.1594/pangaea.129301
title: Total organic carbon from CTD cast KIWI-6/23-1
DOI: 10.1594/pangaea.129303
title: Total organic carbon from CTD cast KIWI-6/23-4
DOI: 10.17632/wnzwk7f4t8
title: Supplemental Materials for A small-strain hypo-elastic constitutive model and application to foundation field tests for initial stiffness evaluation

description: This supplemental materials complement the technical paper ‘A small-strain hypo-elastic constitutive model and application to foundation field tests for initial stiffness evaluation’. This material provides comprehensive original data, along with a thorough description of statistical methods used for model calibration. Detailed layouts are presented for the three-dimensional finite element models in Abaqus. The seismic site investigation is documented for the Mustang Island test site. Additionally, this material explores the correlation between von Mises stress and mean effective stress, offering deeper insights into the findings of the original research.
DOI: 10.6084/m9.figshare.1450835.v1
title: PCA of 23andMe data from openSNP + HapMap

description: A simple PCA plot done with ~1400 23andMe data sets found on openSNP + the HapMap data. A list of ~100 Ancestry Informative Markers, from http://www.biomedcentral.com/1471-2156/10/39, was used for the PCA. Data mangling was done using PLINK. PCA was run with smartpca, without any optimizing for outliers. Plotting done with R + ggplot2. HapMap population keys can be found here: https://www.sanger.ac.uk/resources/downloads/human/hapmap3.html
DOI: 10.6084/m9.figshare.8866058.v7
title: PTFconstrained

description: The attached file gives the parameters of fitting soil water retention curve to van Genuchten model and characteristic length.
DOI: 10.1594/pangaea.129309
title: Total organic carbon from CTD cast KIWI-6/7-1
DOI: 10.1594/pangaea.129312
title: Total organic carbon from CTD cast KIWI-6/9-1
DOI: 10.6084/m9.figshare.26372515.v1
title: Vanalli (2025): Diet composition affects bat viral shedding with potential consequences for pathogen spillover

description: Data and code for 'Diet composition affects bat viral shedding with potential consequences for pathogen spillover'
DOI: 10.1594/pangaea.129318
title: Total organic carbon from CTD cast KIWI-8/5-8
DOI: 10.1594/pangaea.129320
title: Total organic carbon from CTD cast KIWI-8/7-8
DOI: 10.17632/n35gn9w8nc
title: Extreme Weather Events and Spatio-temporal Characterization of Climate Change Variables in Bangladesh during 1975 - 2019

description: Bangladesh is susceptible to climate change, thus a detailed study, including the analyses of trends, sub-trends, extreme events and indices was conducted to obtain a complete picture of the climate change pattern in Bangladesh utilizing daily rainfall, maximum, minimum and average temperature data of 26 stations from 1975 to 2019 using R 4.0.2 software. For the trend analysis Mann Kendal (MK), modified Mann Kendall (mMK), Innovative Trend Analysis (ITA) and Sen’s slope methods were used. Sub-trend analysis was conducted using ITA. Standard Anomaly Index (SAI) has been used to identify the frequency and severity of extreme events. ClimPACT2 software was used to check the homogeneity and calculate the extremes of temperature and rainfall data. Our analysis showed that during the last four decades, climate variables changed their patterns and trend heterogeneously over Bangladesh. Most stations showed decremental rainfall trend when central part of the country showed a substantial decrease. The northern and central parts of the country showed significant growth of trend for annual average temperature. The temperature in the monsoon season increased, whereas those in dry season decreased. The rainfall and maximum temperature were inversely related during monsoon whereas during dry season both of them decrease. The pre-monsoon and post-monsoonal rainfall also showed decreasing trends, indicating prevailing drought conditions especially in northern and central parts of the country. The SAI analysis showed alternating drought and wet years in almost all the stations. In the past 20 years, the country’s western region experienced more drought years than before whereas the coastal region experienced more wet years. The analysis of climate extreme indices suggests that, Consecutive Dry Days (CDD), Hot Days (TX90P) and Hot Nights (TN90P) show significant increasing trend throughout the country. The agricultural productivity, water resource management and food security are anticipated to benefit from this study.

All the raw and analyzed data of this study is attached here
DOI: 10.6084/m9.figshare.1536260.v11
title: Supplementary Data 3 - Study sites: location, population wing length, monitoring method, tide

description: --------------------------------------------------------------------------------------------------------<br>Description of the dataset "Supplementary Data 3 - Study sites.csv"<br>--------------------------------------------------------------------------------------------------------<br> The dataset <br> - is used in the paper "Defying the 24-h day: Unexpected diversity in socially synchronized rhythms of shorebirds - Supplementary Actograms" by Bulla et al 2016<br> - contains estimates of mean female and male wing length for each population of biparental shorebirds from a specific study site, plus the locations of the study site, whether the locations had tide, and whether the tide was used by the population for foraging, and how the incubation was monitored.<br>--------------------------------------------------------------------------------------------------------<br> Questions can be directed to: Martin Bulla (bulla.mar@gmail.com)<br>--------------------------------------------------------------------------------------------------------<br> Values are separated by comma.<br> Missing values are NA.<br>--------------------------------------------------------------------------------------------------------<br> 1. scinam : scientific name of the species<br> 2. sp : four letter abbreviation of the species's English name<br> 3. study_site : name of the study site<br> 4. site_abbreviation : four letter abbreviation of the study site<br> 5. type : was the study site at the breeding ground (breeding) or not (wintering)<br> 6. lat : latitude of the study site (decimal)<br> 7. lon : longitude of the study site (decimal)<br> 8. tidal_habitat : is the study site at primarily tidal habitat (y=yes, n=no)<br> 9. tidal_used : if the study site is at primarily tidal habitat, do the birds use it for foraging (y=yes, n=no)<br>10. incubation_monitoring : method used to monitor incubation (for details see the paper's Extended Data Table 4)<br>11. sexing_method : identifies the method used to sex individuals to estimate the mean female and male wing length<br>12. pop_wing_f : mean female wing length for the population<br>13. f_wing_N : sample size used for the female mean estimate<br>14. pop_wing_m : mean male wing length for the population<br>15. m_wing_N : sample size used for the male mean estimate<br>16. data_source : is the mean wing estimate based on the primary data ("our primary data") or literature (citation))<br><br>--------------------------------------------------------------------------------------------------------<br><br>WHEN USING THIS DATA, PLEASE CITE:<br><br>Bulla et al (2016). Supplementary Data 3 - Study sites: location, population wing length, monitoring method, tide. <br> figshare. https://dx.doi.org/10.6084/m9.figshare.1536260.v11. Retrieved ADD DATETIME.<br><br>--------------------------------------------------------------------------------------------------------
DOI: 10.6084/m9.figshare.21644732.v1
title: Molecular identification of wood-decaying fungi of Armillaria genus widespread in Siberia and the Far East of Russia

description: Areal, location, species, host, source, origin and pathogenicity of Siberian and Far Eastern strains of <em>Armillaria</em> used in the study.
DOI: 10.6084/m9.figshare.22495576.v1
title: Global distribution of offshore GF sites

description: Global distribution of offshore GF sites. 1a–5e, Zoom-in insets of the northern Gulf of Mexico (GOM) (1a), the southern GOM (1b), the North Sea (2), the Persian Gulf (3), the Gulf of Guinea (4), and the South China Sea (5a–5e) and their surrounding waters. The colours of GF sites represent the sum of the yearly GF radiance contributions (GF-RCs) derived from time-series cloud-free MSI observations from 2016 to 2021 (green = low and red = high). This file can be opened by Acrmap 10.5.