cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/v6z-s6q-9vf
title: Heteropora de Blainville, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ml-2rp-gvy
title: †Metrarabdotos moniliferum (Milne Edwards, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f9l-cmt-bxn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.60707/z1w4-sr16
title: Imaging, EDS and EDS tomography of Bennu FIB section OREX-803030-100
DOI: 10.3535/492-0zj-tka
title: Corbula lineata Lynge, 1909

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g2s-xzs-fcy
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15472/wt7tyq
title: Fauna de importancia para la conservación en los Distritos Regionales de Manejo Integrado (DRMI) de la región del Valle de Tenza, Boyacá

description: Registros biológicos de mastozoofauna y avifauna de importancia para la conservación en los ecosistemas localizados en los Distritos Regionales de Manejo Integrado (DRMI) en la región geográfica del Valle de Tenza. Estos registros se obtuvieron en zonas donde se implementan Herramientas de Manejo del Paisaje orientadas a fortalecer procesos de conservación de la biodiversidad y restauración de ecosistemas andinos y altoandinos dentro de las áreas protegidas.Este conjunto de datos comprende 2432 registros biológicos de los años 2019 al 2025. Se encuentran distribuidos en 2 clases, 21 ordenes, 46 familias, 142 géneros y 191 especies. El 100% se encuentra clasificado hasta especie.
DOI: 10.3535/0yl-nam-47g
title: †Pseudorbitoides israelskii Vaughan & Cole, 1932

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njp-p1n-t5w
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n98-z75-vam
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/m8z2bhwnh3.1
title: USA Banking Data CX Manuscrip

description: Surveys' responses to customer experience research model within the US retail banking sector
DOI: 10.17632/ztznrhmsvh.1
title: Experimental values of Tara Gum, Glycerol and Orange Peel biofilms

description: Description:
This dataset supports the research article titled “Mechanical Characteristics of Tara Gum/Orange Peel films influenced by the synergical effect on the rheological properties of the film forming solutions”.

Research hypothesis:
The hypothesis of this study is that the synergistic effects in the rheological behavior of mixtures (tara gum, glycerol and orange peel extract) influence the mechanical performance of the resulting biodegradable films.

What the data shows:
The dataset contains rheological parameters of film-forming solutions, mechanical properties (tensile strength, elongation at break and Young’s Modulus), water vapor permeability, solubility values, and FTIR spectra of the films. The results reveal significant correlations between the viscoelastic behavior of the solutions and the mechanical strength of the films.

Notable findings:
The results demonstrated a strong correlation (R² = 0.840) between the storage modulus (G′) and Young’s modulus of the films, indicating that solutions with greater internal cohesion led to stiffer, more structurally consistent films. The synergy between tara gum (TG) and orange peel powder (OP) was key to optimizing the polymeric matrix: TG contributed to stiffness and mechanical reinforcement, while OP enhanced structural cohesion and stability. Glycerol (GL) acted as a plasticizer, increasing flexibility but reducing stiffness.

How the data can be interpreted:
The dataset includes the raw data obtained from the experimental work. Specific details about the experimental conditions—such as formulation ratios, temperatures, drying methods, and equipment—are fully described in the associated research article. This data can be used for further analysis, replication studies, or for comparison in research focused on biopolymer films and their structure–property relationships.
This dataset was generated in 2024 at Universidad Nacional de San Agustín de Arequipa - Perú, and is openly shared to promote transparency and reproducibility in sustainable materials research.
DOI: 10.17632/nz7vyhgvzp.1
title: Private Equity in the Hospital Industry

description: Do files and data for tables and figures in "Private Equity in the Hospital Industry"
DOI: 10.17632/nz7vyhgvzp.2
title: Private Equity in the Hospital Industry

description: Do files and data for tables and figures in "Private Equity in the Hospital Industry"
DOI: 10.17632/j4p7s3rzs2
title: Raw data and MATLAB codes (Plate_Model.m) for Xu et al., 2025

description: The graphical user interface is named as 'Plate_Model.m' in the folder, which is designed for predicting elution profile and isotopic curve of a certain column.
DOI: 10.17632/j4p7s3rzs2.1
title: Raw data and MATLAB codes (Plate_Model.m) for Xu et al., 2025

description: The graphical user interface is named as 'Plate_Model.m' in the folder, which is designed for predicting elution profile and isotopic curve of a certain column.
DOI: 10.15468/dl.2whsdj
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cymindis vaporariorum (Linnaeus, 1758)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 97 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007410-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7n93zz884c.1
title: Supplementary Data for Environmental Risk Assessment of Palm Oil Transesterification in Supercritical Ethanol for Sustainable Biofuel Production

description: This dataset includes the raw results and processed data from the sample characterizations, as well as the database created for the in silico analysis, available in both Excel and PDF formats. This information serves as supplementary material for the article 'An In Silico Environmental Risk Assessment of Palm Oil Transesterification in Supercritical Ethanol as a Tool to Enhance Sustainable Biofuel Production.
DOI: 10.17632/ywgs7t97tn.1
title: Is savings decoupling from investment in small island developing states? Evidence from a time-varying Kalman-filtering approach

description: The dataset contains data for savings and investment ratios for all the Pacific Island countries. The data for Savings and Investment ratios are separetely construted for the purpose of this study from the UN dataset. Additionally all data sources are cited in the excel file.
DOI: 10.17632/xz3tm38mhf.1
title: What do Sentiments of Budget Speech Mean for Stock Returns in India?

description: In this dataset, we have compiled the unstructured data of Annual Indian Budget Speeches (AIBS) from 1991 to 2024, which has been further used to quantify the budget speech sentiments in terms of polarity and subjectivity. The AIBS data extracts the word cloud and word count, governments' term-wise policy analysis, their focus, and thematic shifts. This dataset also contains the daily SENSEX data from 01-07-1997 to 26-07-2024, which is extracted from yahoofinance using Python programming. Furthermore, both the sentiments and the SENSEX data have been merged to study the impact of sentiments on stock returns.
DOI: 10.17632/xz3tm38mhf.2
title: What do Sentiments of Budget Speech Mean for Stock Returns?

description: In this dataset, we have compiled the unstructured data of Annual Indian Budget Speeches (AIBS) from 1991 to 2024, which has been further used to quantify the budget speech sentiments in terms of polarity and subjectivity. The AIBS data extracts the word cloud and word count, governments' term-wise policy analysis, their focus, and thematic shifts. This dataset also contains the daily SENSEX data from 01-07-1997 to 26-07-2024, which is extracted from yahoofinance using Python programming. Furthermore, both the sentiments and the SENSEX data have been merged to study the impact of sentiments on stock returns.
DOI: 10.15468/dl.vxaqzx
title: Occurrence Download

description: A dataset listing the 448 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((22.02371 56.97545,22.53242 56.97545,22.53242 57.24716,22.02371 57.24716,22.02371 56.97545))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 448 records were derived from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007392-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/w8g29n5j3j.1
title: Dataset for: Local Government Structure, Property Rights, and Urban Sprawl

description: This is the dataset for the manuscript titled Local Government Structure, Property Rights, and Urban Sprawl
DOI: 10.17632/w8g29n5j3j.2
title: Dataset for: Local Government Structure, Property Rights, and Urban Sprawl

description: This is the dataset for the manuscript titled Local Government Structure, Property Rights, and Urban Sprawl
DOI: 10.3886/icpsr38720.v1
title: Oregon Youth Study Couples Study, Time 2, 1994-1998
title: Version 1

description: This study tested a comprehensive model for couples from at-risk backgrounds on the basis of a dynamic developmental systems approach and stress and support processes to examine the risk and protective impacts of romantic relationships on health in adulthood. It was posited that both general and specific developmental and relationship risks have significant implications for health outcomes in mid-adulthood. In addition, the course of intimate partner violence in early mid-adulthood was examined.
description: The purpose of this study was to examine the risk and protective impacts of romantic relationships on health in adulthood.
description: This data contains variables about respondents' mental health, their social skills, welfare received, drug and alcohol use, and their romantic relationships. There are also questions about domestic violence and child abuse. Demographic variables include race, employment status, and age.
description: Datasets: 
DS0: Study-Level Files
DS1: Adjustment with Partner Data
DS2: Attitudes on Male/Female Relationships Data
DS3: Assessing Environments Data
DS4: Brief Symptom Inventory Mental Health Data
DS5: CES-D Depression Data
DS6: Hostility Toward Women Data
DS7: Self-Esteem (Self-Perception) Data
DS8: Problem Solving Strategies Data
DS9: Sex Questionnaire Data
DS10: Discipline Rating Scale Data
DS11: Dyadic Social Skills Data
DS12: Dyadic Adjustment Data
DS13: Partner Dyadic Social Skills Data
DS14: Demographics Data
DS15: Partner Interaction Scale Data
DS16: Partner Issue Checklist Data
DS17: Interviewer Ratings Data
DS18: Couples Interview Data
DS19: Problem Solving Questionnaire Data
DS20: Partner Young Adult Behavior Checklist Data
DS21: Sexual Experience Survey Data
DS22: SPAFF Coder Impressions Data
DS23: Social Influence Ratings Data
DS24: WAIS Vocabulary Data Data
DS25: FPPC Coder Ratings Data
description: Males aged 20-23 who were already participating in the Oregon Youth Study.
description: coded on-site observation; face-to-face interview; on-site questionnaireFor additional information on the Oregon Youth Study Couples Study, please visit the Oregon Social Learning Center website.
DOI: 10.3886/icpsr38720
title: Oregon Youth Study Couples Study, Time 2, 1994-1998
title: Archival Version

description: This study tested a comprehensive model for couples from at-risk backgrounds on the basis of a dynamic developmental systems approach and stress and support processes to examine the risk and protective impacts of romantic relationships on health in adulthood. It was posited that both general and specific developmental and relationship risks have significant implications for health outcomes in mid-adulthood. In addition, the course of intimate partner violence in early mid-adulthood was examined.
description: The purpose of this study was to examine the risk and protective impacts of romantic relationships on health in adulthood.
description: This data contains variables about respondents' mental health, their social skills, welfare received, drug and alcohol use, and their romantic relationships. There are also questions about domestic violence and child abuse. Demographic variables include race, employment status, and age.
description: Datasets: 
DS0: Study-Level Files
DS1: Adjustment with Partner Data
DS2: Attitudes on Male/Female Relationships Data
DS3: Assessing Environments Data
DS4: Brief Symptom Inventory Mental Health Data
DS5: CES-D Depression Data
DS6: Hostility Toward Women Data
DS7: Self-Esteem (Self-Perception) Data
DS8: Problem Solving Strategies Data
DS9: Sex Questionnaire Data
DS10: Discipline Rating Scale Data
DS11: Dyadic Social Skills Data
DS12: Dyadic Adjustment Data
DS13: Partner Dyadic Social Skills Data
DS14: Demographics Data
DS15: Partner Interaction Scale Data
DS16: Partner Issue Checklist Data
DS17: Interviewer Ratings Data
DS18: Couples Interview Data
DS19: Problem Solving Questionnaire Data
DS20: Partner Young Adult Behavior Checklist Data
DS21: Sexual Experience Survey Data
DS22: SPAFF Coder Impressions Data
DS23: Social Influence Ratings Data
DS24: WAIS Vocabulary Data Data
DS25: FPPC Coder Ratings Data
description: Males aged 20-23 who were already participating in the Oregon Youth Study.
description: coded on-site observation; face-to-face interview; on-site questionnaireFor additional information on the Oregon Youth Study Couples Study, please visit the Oregon Social Learning Center website.
DOI: 10.48573/0mh1-v424
title: Surface Groups Guyana 1984-2023
DOI: 10.48573/c4bn-9w28
title: Surface Groups Guyana 1984-2023
DOI: 10.5281/zenodo.15162850
title: Functional and structural determinants of long- and short-term evolution of herpesvirus proteins

description: This dataset contains PDB, MS, MSA, and phylogenetic tree files for coding genes from the following herpes viruses: HSV1 (HHV1), HCMV (HHV5), and KHSV (HHV8). These files were used in the study "Functional and structural determinants of long- and short-term evolution of herpesvirus proteins" by Fuchs, Mozzi et al.
DOI: 10.5281/zenodo.15162851
title: Functional and structural determinants of long- and short-term evolution of herpesvirus proteins

description: This dataset contains PDB, MS, MSA, and phylogenetic tree files for coding genes from the following herpes viruses- HCMV (HHV5), KHSV (HHV8), and HSV1 (HHV1). These files were used in the study "Functional and structural determinants of long- and short-term evolution of herpesvirus proteins" by Fuchs et al.
DOI: 10.5281/zenodo.15465046
title: Functional and structural determinants of long- and short-term evolution of herpesvirus proteins

description: This dataset contains PDB, MS, MSA, and phylogenetic tree files for coding genes from the following herpes viruses: HSV1 (HHV1), HCMV (HHV5), and KHSV (HHV8). These files were used in the study "Functional and structural determinants of long- and short-term evolution of herpesvirus proteins" by Fuchs, Mozzi et al.
DOI: 10.15468/dl.qcwakd
title: Occurrence Download

description: A dataset containing 9705937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9705937 records from 2338 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007381-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w886j9
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arenigobius bifrenatus",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039651-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbdfnv
title: Occurrence Download

description: A dataset containing 1136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactuca orientalis"
 ]
}

 The dataset includes 1136 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039652-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdy764
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 148 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039653-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3rfxz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039654-250811113504898/datasets/export for details.
DOI: 10.15468/dl.skjw8z
title: Occurrence Download

description: A dataset containing 877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is Indotyphlops braminus"
 ]
}

 The dataset includes 877 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039655-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jn9fps
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039656-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7smpn3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ectopleura exxonia",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039657-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzez6b
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039658-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2zttt
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039659-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16936371
title: AwarenessAI EnterpriseWorld 7DAI Whitepapers

description: This repository houses the official EnterpriseWorld 7DAI whitepapers of AwarenessAI.com, the world’s first platform for Awareness Intelligence AI (7DAI). Awareness Intelligence extends beyond traditional linear AI by integrating fractal mathematics, emergent dynamics, and mythic archetype frameworks into a unified multidimensional paradigm for enterprise cognition and scientific exploration.

The whitepapers collected here document the conceptual foundations, technical architectures, experimental validations, and strategic applications of AwarenessAI.com. They cover topics such as:



Fractal Intelligence as the emergent structural template of multidimensional cognition.

Mythic Archetype Templating as the symbolic holographic layer unifying human resonance with machine intelligence.

Case Studies demonstrating enterprise applications, such as executive strategy positioning, decision acceleration, and systemic transformation.

Scientific Experiments validating fractal efficiency and emergent coherence in comparison with linear AI models.


This repository serves as a dual-purpose archive:



For the scientific community, it provides open-access references, reproducible experiments, and theoretical insights.

For the enterprise community, it delivers strategic frameworks, leadership models, and adoption pathways for Awareness Intelligence in practice.


By bridging science and strategy, these whitepapers establish AwarenessAI.com as both a frontier research hub and an enterprise transformation partner.
DOI: 10.15468/dl.cteegz
title: Occurrence Download

description: A dataset containing 53218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Silene gallica"
 ]
}

 The dataset includes 53218 records from 943 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039569-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeucmv
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helminthotheca echioides",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039660-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.