cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28269374
title: Graph Transformer based Encoding Model: Leveraging Graph Information for Improved Stock Price Predictions

description: The data from this paper (Graph Transformer based Encoding Model: Leveraging Graph Information for Improved Stock Price Predictions)
DOI: 10.6084/m9.figshare.28269374.v1
title: Graph Transformer based Encoding Model: Leveraging Graph Information for Improved Stock Price Predictions

description: The data from this paper (Graph Transformer based Encoding Model: Leveraging Graph Information for Improved Stock Price Predictions)
DOI: 10.15468/dl.3hmdpx
title: Occurrence Download

description: A dataset containing 111710 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Melittidae"
 ]
}

 The dataset includes 111710 records from 395 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000379-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ev4yy
title: Occurrence Download

description: A dataset containing 369987 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NatureMapr"
 ]
}

 The dataset includes 369987 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000373-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28269386
title: Supplementary Material for: cord blood metabolite profiles and childhood cardio-metabolic outcomes in a population-based cohort

description: Introduction: Adverse exposures in utero might cause adaptations of cardiovascular and metabolic organ development, predisposing individuals to an adverse cardio-metabolic risk profile from childhood onwards. We hypothesized that adaptations in metabolic pathways underlie these associations and examined associations of metabolite profiles at birth with childhood cardio-metabolic risk factors. 
Methods: The study included 763 mother-child pairs participating in an ongoing population-based prospective cohort study with an overall low disease risk. Cord blood serum concentrations of amino acids (AA), non-esterified fatty acids (NEFA), phospholipids (PL) and carnitines (Carn) were obtained using a liquid chromatography coupled with tandem mass-spectrometry. We measured android/gynoid fat mass ratio, blood pressure, insulin, and lipid concentrations at the children’s age of 5.9 (0.3) and 9.8 (0.9) years. 
Results: We did not observe associations of cord blood metabolites with systolic or diastolic blood pressure, insulin, triglycerides and android/gynoid fat mass ratio at both ages and cardio-metabolic risk clustering at age 10 years. Five short- and medium-chain Carn.a metabolites were positively associated with cardio-metabolic risk clustering at age 6 but did not survive more stringent confounder adjustment. 
Conclusion: No consistent associations between cord blood metabolites and cardiovascular risk factors at school age were observed.
DOI: 10.15468/dl.92z5ye
title: Occurrence Download

description: A dataset containing 1226083 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lund University Biological Museum - Botanical collection (LD)"
 ]
}

 The dataset includes 1226083 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000381-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhqhm6
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "GadmGid is ITA.13_1",
 "TaxonKey is Rhodeus amarus (Bloch, 1782)"
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000418-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5679t
title: Occurrence Download

description: A dataset containing 230068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sphecidae"
 ]
}

 The dataset includes 230068 records from 908 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000375-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqup7t
title: Occurrence Download

description: A dataset containing 20894019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China, Hong Kong, Macao)",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Taiwan Wild Bird Federation Bird Records Database, The Taiwan Breeding Bird Survey Data, iNaturalist Research-grade Observations, Taiwan New Year Bird Count, Investigation Current Status of River in Taiwan between 2002 to 2022, Bird survey of Budai salt pans in Taiwan, Bird Observation Data, Long-term Bird Census in Cigu 2004-2017, Observation.org, Nature data from around the World)",
 "Geometry POLYGON((70 0,135 0,135 55,70 55,70 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, 7c07cec1-2925-443c-81f1-333e4187bdea, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, b6b89e2d-e881-41f3-bc57-213815cb9742, 12b1df00-3f75-11d8-aa2d-b8a03c50a862, a3b91d58-467e-4b8b-999d-cd9bddcc26b3, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f)",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 20894019 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000377-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y42qs2
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllostachys sulphurea var. viridis R.A.Young"
 ]
}

 The dataset includes 31 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000421-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27127218
title: <b>Bridging the Gap: Integrating PMTCT Services and Traditional Birth Attendant Services to Address HIV and Syphilis Disparities in Rural Nigeria</b>

description: <b>Bridging the Gap: Integrating PMTCT Services and Traditional Birth Attendant Services to Address HIV and Syphilis Disparities in Rural Nigeria</b>
DOI: 10.6084/m9.figshare.27127218.v3
title: <b>Bridging the Gap: Integrating PMTCT Services and Traditional Birth Attendant Services to Address HIV and Syphilis Disparities in Rural Nigeria</b>

description: <b>Bridging the Gap: Integrating PMTCT Services and Traditional Birth Attendant Services to Address HIV and Syphilis Disparities in Rural Nigeria</b>
DOI: 10.6084/m9.figshare.27127218.v2
title: <b>Bridging the Gap: Integrating PMTCT Services and Traditional Birth Attendant Services to Address HIV and Syphilis Disparities in Rural Nigeria</b>

description: <b>Bridging the Gap: Integrating PMTCT Services and Traditional Birth Attendant Services to Address HIV and Syphilis Disparities in Rural Nigeria</b>
DOI: 10.5281/zenodo.14729732
title: Cow_Serum_BHB

description: The present database describes the serum metabolome of dairy cows with low or high levels of BHB. The metabolome has been analyzed by 1H-NMR at 600 MHz. The signals have been assigned by Chenomx software and quantified by relying on an internal standard. Potential differences in water content across samples have been considered by probabilistic quotient normalization.
DOI: 10.5281/zenodo.14729733
title: Cow_Serum_BHB

description: The present database describes the serum metabolome of dairy cows with low or high levels of BHB. The metabolome has been analyzed by 1H-NMR at 600 MHz. The signals have been assigned by Chenomx software and quantified by relying on an internal standard. Potential differences in water content across samples have been considered by probabilistic quotient normalization.
DOI: 10.15468/dl.4mkrj9
title: Occurrence Download

description: A dataset containing 993 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ROC RSPB Farmland Species Survey Dataset"
 ]
}

 The dataset includes 993 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000424-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71479/5s81t-w6s49
title: Interaction of hen egg white lysozyme with B09 nanobody
DOI: 10.15468/dl.y6v6wj
title: Occurrence Download

description: A dataset containing 38020 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Country is Canada",
 "Year 2010-2020"
 ]
}

 The dataset includes 38020 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000423-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13807598
title: The density of states method for Symplectic gauge theories at finite temperature---data and analysis code release

description: Data release for paper: Bennett, E., Lucini, B., Mason, D., Piai, M., Rinaldi, E., & Vadacchino, D. (2023). The density of states method for Symplectic gauge theories at finite temperature. arXiv preprint arXiv:2409.19426.

This data release includes the following files:



raw_data.zip: Contains output files for the HiRep importance sampling pure gauge code, and filtered data from the output of the HiRep LLR code; these form the basis of the analysis

output_data.zip: Contains analysed data from the workflow, allowing the presentation stage of the analysis to be re-run without running the full analysis.

info.zip: Metadata files for each ensemble, used both to generate the input files initially, and as part of the analysis workflow

inputs.zip: Input files to the HiRep code used for the LLR portion of the work

code.zip: The analysis workflow.

README.md: Instructions for running the analysis workflow

info_combined.csv: Combined metadata for all LLR ensembles; the data shown in Tables I and II of the paper

critical_combined: Combined results for the critical beta values for all ensembles with Nt=4, and their limiting values; the data shown in Tables III and IV of the paper

DataDescription.txt: A fuller description of the various CSV files, both the combined summaries and the individual files in the ZIP archives above, including full descriptions of their columns. 


For details on how to reproduce the results presented in the paper using these files, please refer to the file README.md.
DOI: 10.15468/dl.fme9d3
title: Occurrence Download

description: A dataset containing 18815 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MIR-PIB Research Cruise Database: Predator-Prey Info"
 ]
}

 The dataset includes 18815 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000425-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c3ct8
title: Occurrence Download

description: A dataset listing the 4019418 species recorded in GBIF matching the query:
{ }

 The dataset's 4019418 records were derived from 70635 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000368-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28169597
title: <b>Divergent paths to economic freedom</b>

description: <b>Divergent paths to economic freedom</b>
DOI: 10.15468/dl.auwwet
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sedum aizoon L."
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000429-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86j3af
title: Occurrence Download

description: A dataset containing 5432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Chiroptera",
 "Year 2013-2022"
 ]
}

 The dataset includes 5432 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000428-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28269395
title: Relationship between purposeful rumination and post-traumatic growth of college students who experienced childhood trauma: a regulated intermediary model

description: The purpose of this study is to explore the relationship between positive coping and post-traumatic growth in trauma experiencers, as well as the mediating role of positive coping and the moderating role of social comprehension support. Methods: In this study, 811 college students aged 18-28 who had traumatic experience were selected through the Traumatic Events Lifelong Experience Questionnaire as the research subjects, and the survey covered many provinces in China, and the purpose rumination scale, post-traumatic growth and positive coping scale and social comprehension rating scale were used for investigation. Results: Correlation analysis showed that purposive rumination, positive coping and post-traumatic growth were significantly correlated. Regression analysis showed that purposive rumination had a significant direct effect on post-traumatic growth (β=0.148, P&lt;0.001) . The results of the mediated moderation model showed that positive coping and social comprehension support played a chain mediating role in the relationship between purposive rumination and post-traumatic growth, and social comprehension support played a moderating role in the relationship between positive coping and post-traumatic growth. Furthermore, the simple slope analysis showed that the predictive effect of purposive rumination on PTG was not significant when the perceived social support was high, and the positive predictive effect of purposive rumination on PTG was significant when the perceived social support was low, indicating that the predictive effect of purposive rumination on PTG gradually increased with the decrease of perceived social support
DOI: 10.6084/m9.figshare.28269395.v1
title: Relationship between purposeful rumination and post-traumatic growth of college students who experienced childhood trauma: a regulated intermediary model

description: The purpose of this study is to explore the relationship between positive coping and post-traumatic growth in trauma experiencers, as well as the mediating role of positive coping and the moderating role of social comprehension support. Methods: In this study, 811 college students aged 18-28 who had traumatic experience were selected through the Traumatic Events Lifelong Experience Questionnaire as the research subjects, and the survey covered many provinces in China, and the purpose rumination scale, post-traumatic growth and positive coping scale and social comprehension rating scale were used for investigation. Results: Correlation analysis showed that purposive rumination, positive coping and post-traumatic growth were significantly correlated. Regression analysis showed that purposive rumination had a significant direct effect on post-traumatic growth (β=0.148, P&lt;0.001) . The results of the mediated moderation model showed that positive coping and social comprehension support played a chain mediating role in the relationship between purposive rumination and post-traumatic growth, and social comprehension support played a moderating role in the relationship between positive coping and post-traumatic growth. Furthermore, the simple slope analysis showed that the predictive effect of purposive rumination on PTG was not significant when the perceived social support was high, and the positive predictive effect of purposive rumination on PTG was significant when the perceived social support was low, indicating that the predictive effect of purposive rumination on PTG gradually increased with the decrease of perceived social support
DOI: 10.15468/dd.2qg6gj
title: A dataset of marine macroinvertebrate diversity from Maputo Bay, Mozambique

description: A dataset on marine invertebrates from Maputo Bay, Mozambique derived from a dataset with occurrence data from Mozambique and São Tomé and Principe, collected through an extensive data search on digital platforms, scientific literature, and natural history collections. This dataset provides species occurrences in mangroves and seagrasses habitats, from 1950 to 2018.
DOI: 10.17632/wtms9xbkkw.1
title: ChatgaiyyaAlap: A Dataset for Conversion from Chittagonian Dialect to Standard Bangla

description: Recently, a large number of research has been done on different language conversions from standard Bangla. However, only a limited number of effective works have been done in Bangla dialect conversion. We developed the “ChatgaiyyaAlap” dataset to convert the Chittagongian dialect into standard Bangla. The dataset has two Comma Separated Values (.CSV) files. The first file is for Chittagonian and Bangla sentences. This file contains two columns: one is for Standard Bangla sentences, and the other one is for Chittagonian sentences. For both columns, each row contains sentences in Standard Bangla and their translations in the Chittagonian dialect. The other file contains word mapping of the Chittagonian dialect and standard Bangla which is our state-of-the-art dictionary file. The Chittagonian sentences, in the first CSV file, were collected from diverse sources like Youtube and Facebook posts, comments, videos, short films, and dramas in the Chittagongian dialect. After data collection and preprocessing, we evaluated our collected data through five professional human evaluators who are native speakers of the Chittagong dialect and also know the standard Bangla language. Assembling sentences in the Chittagongian dialect was a slow process, where resource limitation was our major drawback. To speed up our process of data collection, we started to gather Bangla sentences from different social media sites and then translate those sentences into Chittagongian dialect with the assistance of five native speakers. As we verified and translated the data from five different speakers, there is a chance to use more than one synonym for a Bangla word. We tried to use more noticeable terms in our dataset rather than using alternative synonyms for the same phrase in order to avoid any misunderstandings. To keep the system simple and improve the translation process, we have maintained a dictionary file that helps us to select the proper Chittagonian word for a standard Bangla word. So the total dataset consists of two files one is Chittagong and Bangla sentences and the other one is a dictionary file.
DOI: 10.18141/2336720
title: WaterTAP 0.12 Release

description: The Water treatment Technoeconomic Assessment Platform (WaterTAP) is an open-source Python-based software package that supports the simulation and optimization of process-scale water treatment trains. WaterTAP seeks to provide the broader water research community with an integrated modeling capability to evaluate cost, energy, and environmental tradeoffs across water treatment options and identify high impact opportunities for innovation including novel materials, processes, and systems. An updated version of WaterTAP is released quarterly and each includes documentation and release notes.
DOI: 10.18150/qfszl3
title: SEM and EDS data of examplary 'diamond' drill.

description: Here you can find some SEM and EDS data of diamond and tungsten drill burs. There is data of metal drill bit shank and diamond inlay (if it is present in the tool). This may inspire the researchers for careful choise of the drilling tool for mineral samples preparation in order to avoid contamination.
DOI: 10.24431/rw1k111
title: Aerial Surveys of Juvenile Herring, Prince William Sound, 2010-2017, EVOS Herring Program

description: These data are part of the Herring Program of the Exxon Valdez Oil Spill Trustee Council (EVOSTC), which is a multi-faceted study to determine why herring populations in Prince William Sound (PWS) remain depressed since the early 1990s. Flying 1000 feet in the air, following the contours of the Prince William Sound shoreline, schools of juvenile herring are easily identified and measured during the long summer days. Surveying from the air has the benefit of covering a large geographic area while minimizing the disturbance of herring. Aerial surveys cover waters that are too shallow for acoustic survey vessels to access. Aerial surveys were conducted from 2010 to 2012 during the months of June, July, and August as part of the PWS Herring Survey program by Evelyn Brown (EVOSTC project number 10100132-F). Beginning in 2013 (under EVOSTC projects 12120111-O, 14120111-R, and 16120111-O) surveys have been conducted in June focused on age-1 herring and in July in support of the project entitled Forage Fish Distribution, Abundance, and Body Condition in Prince William Sound, 2012-2015: Gulf Watch Alaska Pelagic Component (EVOSTC projects 12120114-O, 14120114-O, and 16120114-O). Each monthly survey takes about 10 to 12 days, 3 to 5 hours each day, in a Cessna 185 float plane. This dataset is a comma-separated value (csv) file containing the total number of age-1 herring schools by size (small, medium, large, and x-large) as determined from the 2010-2017 aerial surveys. When multiple surveys of an area were conducted only the first set of observations were used in the calculation of numbers of schools. During the course of the survey, the aerial flight tracks, numbers of fish schools, species of fish, school size, marine mammals, marine birds, and notes about unusual oceanographic sightings were recorded electronically and on paper. The raw aerial survey data files (csvs, gpx flightlogs, shapefile flightlogs, text notes and photos) are available from the Principal Investigator upon request. Formats of the raw datasets changed over the years of the survey (refer to Usability Report section) and include related files containing time, location, school extent, number of schools, species, herring estimated age, and observations of whales (orca, humpback, minke, grey, and fin). GIS software is necessary to view raw data from all years.
DOI: 10.5255/ukda-sn-852642
title: The English plastic bag charge and behavioural spillover
DOI: 10.5281/zenodo.11188121
title: Data for "Anthropogenic aerosols have significantly weakened the regional summertime circulation in the Northern Hemisphere during the satellite era"

description: The dataset supporting the conclusion of the submitted paper is uploaded here.

The data are labeled after each figure. The npz files include data required to reproduce our results in python arrays.
DOI: 10.5281/zenodo.14511408
title: Catchment properties