cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18758479
title: Individual-level raw data on growth performance, carcass characteristics, meat quality, fatty acid profile and antioxidant status of pigs fed complete diets supplemented with a linseed–apple pomace–milk thistle mixture

description: The study evaluated the effects of a dietary mixture (LAM) composed of linseed (60%), apple pomace (5%), and milk thistle seeds (0.5%) with extruded corn as a carrier on growth performance, carcass traits, fatty acid composition, oxidative stability, immune response, and meat quality parameters in fattening pigs.

The experiment was conducted on 90 F1 hybrid pigs (PIC genetics; 45 females and 45 males; initial body weight ~31 kg). Animals were randomly allocated to three dietary treatments (30 pigs per group):





CON – standard grower and finisher diets without LAM supplementation




LAM-F – 5% LAM supplementation during the finisher phase only




LAM-GF – 5% LAM supplementation during both grower and finisher phases



The feeding trial lasted 100 days (48-day grower phase and 52-day finisher phase). Growth performance data were recorded throughout the experiment. At the end of the trial, 14 pigs per group (7 females and 7 males; total n = 42) were slaughtered for detailed carcass evaluation, meat quality assessment, fatty acid profiling (muscle, serum, feed), and biochemical, antioxidant, and immune analyses in blood and liver samples.

The dataset includes individual-level raw measurements for:





growth performance parameters (ADG),




carcass characteristics (carcass weight, dressing yield, backfat thickness, loin and muscle thickness),




meat quality traits (pH, electrical conductivity, colour parameters, drip loss, thaw loss, cooking loss, texture measurements),




proximate composition of meat,




fatty acid profiles and calculated lipid quality indices (n-6/n-3 ratio, atherogenicity index, thrombogenicity index),




antioxidant status markers (MDA, FRAP, GSH, CAT, SOD),




immunological and biochemical parameters (immunoglobulins, interleukins, nitric oxide, lysozyme, claudins, lactic acid),




chemical composition and antioxidant properties of feed.



Fatty acid methyl esters (FAME) were analyzed using gas chromatography (GC-FID). Antioxidant activity was determined using DPPH, TEAC, and FRAP assays. Blood and liver biochemical parameters were measured spectrophotometrically or by ELISA methods. Statistical analyses in the associated publication were performed using R software (two-way ANOVA with experimental group and sex as fixed factors).

All values provided in this repository represent raw, non-transformed measurements obtained from individual animals or biological samples unless otherwise specified.

The Excel file includes:





Sheet “DATA” – raw measurements (one row per experimental unit; one column per variable),




Sheet “LEGEND” – detailed description of variables, units, and analytical methods.



Experimental procedures complied with EU Directive 2010/63/EU and the guidelines of the Local Ethical Committee for Experiments on Animals in Poznań.
DOI: 10.5281/zenodo.18758478
title: Individual-level raw data on growth performance, carcass characteristics, meat quality, fatty acid profile and antioxidant status of pigs fed complete diets supplemented with a linseed–apple pomace–milk thistle mixture

description: The study evaluated the effects of a dietary mixture (LAM) composed of linseed (60%), apple pomace (5%), and milk thistle seeds (0.5%) with extruded corn as a carrier on growth performance, carcass traits, fatty acid composition, oxidative stability, immune response, and meat quality parameters in fattening pigs.

The experiment was conducted on 90 F1 hybrid pigs (PIC genetics; 45 females and 45 males; initial body weight ~31 kg). Animals were randomly allocated to three dietary treatments (30 pigs per group):





CON – standard grower and finisher diets without LAM supplementation




LAM-F – 5% LAM supplementation during the finisher phase only




LAM-GF – 5% LAM supplementation during both grower and finisher phases



The feeding trial lasted 100 days (48-day grower phase and 52-day finisher phase). Growth performance data were recorded throughout the experiment. At the end of the trial, 14 pigs per group (7 females and 7 males; total n = 42) were slaughtered for detailed carcass evaluation, meat quality assessment, fatty acid profiling (muscle, serum, feed), and biochemical, antioxidant, and immune analyses in blood and liver samples.

The dataset includes individual-level raw measurements for:





growth performance parameters (ADG),




carcass characteristics (carcass weight, dressing yield, backfat thickness, loin and muscle thickness),




meat quality traits (pH, electrical conductivity, colour parameters, drip loss, thaw loss, cooking loss, texture measurements),




proximate composition of meat,




fatty acid profiles and calculated lipid quality indices (n-6/n-3 ratio, atherogenicity index, thrombogenicity index),




antioxidant status markers (MDA, FRAP, GSH, CAT, SOD),




immunological and biochemical parameters (immunoglobulins, interleukins, nitric oxide, lysozyme, claudins, lactic acid),




chemical composition and antioxidant properties of feed.



Fatty acid methyl esters (FAME) were analyzed using gas chromatography (GC-FID). Antioxidant activity was determined using DPPH, TEAC, and FRAP assays. Blood and liver biochemical parameters were measured spectrophotometrically or by ELISA methods. Statistical analyses in the associated publication were performed using R software (two-way ANOVA with experimental group and sex as fixed factors).

All values provided in this repository represent raw, non-transformed measurements obtained from individual animals or biological samples unless otherwise specified.

The Excel file includes:





Sheet “DATA” – raw measurements (one row per experimental unit; one column per variable),




Sheet “LEGEND” – detailed description of variables, units, and analytical methods.



Experimental procedures complied with EU Directive 2010/63/EU and the guidelines of the Local Ethical Committee for Experiments on Animals in Poznań.
DOI: 10.5284/1139495
title: Digital Archive from a Trial Trench Evaluation at Ambulance Centre, Malmesbury Road, Chippenham, Wiltshire, April-October 2024

description: This collection consists of a report, site photographs, a spreadsheet, a database, GIS data and site records from a trial trench evaluation of a planned housing development at the site of the former Ambulance Headquarters on land off Malmesbury Road, Chippenham, Wiltshire. This trenched evaluation was commissioned by Persimmon Homes (Wessex) Ltd and undertaken by Oxford Archaeology (OA) between April and October 2024.
DOI: 10.48580/dgvjs.v13
title: Bird Checklist of Iran
DOI: 10.6084/m9.figshare.29313947
title: Engineering Vascular Potassium Transport Increases Yield and Drought Resilience of Cassava

description: Data S1: All data used in the study "Increasing crop yield and drought tolerance by accelerating sugar transport" by Zierer et al.

Data S2: All plasmids used in the study "Increasing crop yield and drought tolerance by accelerating sugar transport" by Zierer et al.
DOI: 10.6084/m9.figshare.29313947.v1
title: Engineering Vascular Potassium Transport Increases Yield and Drought Resilience of Cassava

description: Data S1: All data used in the study "Increasing crop yield and drought tolerance by accelerating sugar transport" by Zierer et al.

Data S2: All plasmids used in the study "Increasing crop yield and drought tolerance by accelerating sugar transport" by Zierer et al.
DOI: 10.15468/dl.j3nud4
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Paguma larvata",
 "Year 2001-2026"
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007205-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m584tn
title: Occurrence Download

description: A dataset containing 1653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((81.92610017483037 16.773472936769124,85.92610017483037 16.773472936769124,85.92610017483037 20.773472936769124,81.92610017483037 20.773472936769124,81.92610017483037 16.773472936769124))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ocyceros birostris"
 ]
}

 The dataset includes 1653 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007207-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcxpzz
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithobates catesbeianus",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 595 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007206-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6xpnn
title: Occurrence Download

description: A dataset containing 1453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Anacardium",
 "Year 1992-2025"
 ]
}

 The dataset includes 1453 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007208-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huhszv
title: Occurrence Download

description: A dataset containing 160929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia"
 ]
}

 The dataset includes 160929 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007187-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18758563
title: Supplementary Tables for "The Uneven Spread of Televised Presidential Debates: Evidence from Latin America"

description: This dataset contains the supplementary tables for the article "The Uneven Spread of Televised Presidential Debates: Evidence from Latin America", accepted for publication (2026).

Table S1. Inventory of Presidential Elections and Debate Occurrences by Country (1960–2023): Provides a comprehensive longitudinal record of elections and the presence or absence of televised debates across Latin American nations. It serves as the empirical basis for identifying regional trends over six decades.

Table S2. Definition, operationalization, and expected effects of independent variables: Details the technical specifications and theoretical justifications for the predictors included in the study's statistical models.

These data support the findings regarding the institutional and political factors that drive or hinder the occurrence of presidential debates in the region.
DOI: 10.5281/zenodo.18758564
title: Supplementary Tables for "The Uneven Spread of Televised Presidential Debates: Evidence from Latin America"

description: This dataset contains the supplementary tables for the article "The Uneven Spread of Televised Presidential Debates: Evidence from Latin America", accepted for publication (2026).

Table S1. Inventory of Presidential Elections and Debate Occurrences by Country (1960–2023): Provides a comprehensive longitudinal record of elections and the presence or absence of televised debates across Latin American nations. It serves as the empirical basis for identifying regional trends over six decades.

Table S2. Definition, operationalization, and expected effects of independent variables: Details the technical specifications and theoretical justifications for the predictors included in the study's statistical models.

These data support the findings regarding the institutional and political factors that drive or hinder the occurrence of presidential debates in the region.
DOI: 10.15468/2uc8bg
title: Vascular plant flora of selected water reservoir margins in Gdańsk (northern Poland), 2014

description: This dataset contains occurrence records of vascular plants recorded at the margins of 40 water reservoirs located in Gdańsk (Pomeranian Voivodeship, northern Poland). The study was conducted during the 2014 growing season as part of a floristic inventory carried out for a master's thesis at the University of Gdańsk. Each reservoir was treated as a separate sampling site, including the flood zone and adjacent embankment. The dataset includes species presence data with semi-quantitative abundance estimates. The study aimed to provide a comprehensive inventory of vascular flora, assess species frequency and distribution, including alien and invasive taxa, and evaluate the floristic value of the investigated reservoirs. Voucher specimens were deposited in the Herbarium of the University of Gdańsk (UGDA).
DOI: 10.5281/zenodo.18738979
title: Iterative Critique (IC): DHQ submission materials

description: Submission materials accompanying the article "Interlectic Copoiesis (IC): A Transparent Model of Human–AI Co-Authorship between Style Sovereignty and Documentation Ethics" (submitted to Digital Humanities Quarterly, February 2026; manuscript: DOI 10.5281/zenodo.18734882; artifact bundle: DOI 10.5281/zenodo.18734528). The deposit title "Iterative Critique (IC)" refers to the operational review methodology applied during the submission preparation process.
description: Alle der Studie zugrundeliegenden Materialien sind über Zenodo unter DOI 10.5281/zenodo.18734528 (Artefakt-Bundle) und DOI 10.5281/zenodo.18734882 (Manuskript) frei zugänglich (Lizenz: CC BY 4.0).
description: All materials underlying this article are openly available via Zenodo at DOI 10.5281/zenodo.18734528 (artifact bundle) and DOI 10.5281/zenodo.18734882 (manuscript), license CC BY 4.0
DOI: 10.5281/zenodo.18738978
title: Iterative Critique (IC): DHQ submission materials

description: Submission materials accompanying the article "Interlectic Copoiesis (IC): A Transparent Model of Human–AI Co-Authorship between Style Sovereignty and Documentation Ethics" (submitted to Digital Humanities Quarterly, February 2026; manuscript: DOI 10.5281/zenodo.18734882; artifact bundle: DOI 10.5281/zenodo.18734528). The deposit title "Iterative Critique (IC)" refers to the operational review methodology applied during the submission preparation process.
description: Alle der Studie zugrundeliegenden Materialien sind über Zenodo unter DOI 10.5281/zenodo.18734528 (Artefakt-Bundle) und DOI 10.5281/zenodo.18734882 (Manuskript) frei zugänglich (Lizenz: CC BY 4.0).
description: All materials underlying this article are openly available via Zenodo at DOI 10.5281/zenodo.18734528 (artifact bundle) and DOI 10.5281/zenodo.18734882 (manuscript), license CC BY 4.0
DOI: 10.5281/zenodo.18505262
title: CIRCE Italian and English Experimental Stimuli Sets

description: This dataset contains the experimental speech stimuli sets developed within the CIRCE project for perceptual experiments on accent perception and discrimination carried out in Italy.The dataset includes audio files used in the CIRCE experiments, created by combining individual speech recordings from the CIRCE Italian Speech Stimuli Corpus and the CIRCE English Speech Stimuli Corpus into predefined sequences corresponding to specific experimental settings. Different stimulus sets reflect different ordering and grouping of the same underlying speech materials.The dataset documents the exact audio stimuli presented to participants in the CIRCE experiments to investigate students' attitueds towards L1 and L2 accents of Italian and English. The dataset is intended to support transparency, replicability, and methodological reuse in educational and social research contexts. It is part of the CIRCE Zenodo community.
description: The dataset was developed under the scientific coordination of Prof. Silvia Calamai, who also fulfilled the roles of project leader and contact person. Data curation was performed by Claudia Soria.
DOI: 10.48580/d459j.v189
title: Taxon list of fungi and fungal-like organisms from Germany compiled by the DGfM
DOI: 10.5281/zenodo.18505261
title: CIRCE Italian and English Experimental Stimuli Sets

description: This dataset contains the experimental speech stimuli sets developed within the CIRCE project for perceptual experiments on accent perception and discrimination carried out in Italy.The dataset includes audio files used in the CIRCE experiments, created by combining individual speech recordings from the CIRCE Italian Speech Stimuli Corpus and the CIRCE English Speech Stimuli Corpus into predefined sequences corresponding to specific experimental settings. Different stimulus sets reflect different ordering and grouping of the same underlying speech materials.The dataset documents the exact audio stimuli presented to participants in the CIRCE experiments to investigate students' attitueds towards L1 and L2 accents of Italian and English. The dataset is intended to support transparency, replicability, and methodological reuse in educational and social research contexts. It is part of the CIRCE Zenodo community.
description: The dataset was developed under the scientific coordination of Prof. Silvia Calamai, who also fulfilled the roles of project leader and contact person. Data curation was performed by Claudia Soria.
DOI: 10.15468/dl.jexfrr
title: Occurrence Download

description: A dataset containing 82338 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Duttaphrynus melanostictus"
 ]
}

 The dataset includes 82338 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007116-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptdp92
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Dianthus serotinus",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007210-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18758656
title: AI-POWERED CONTENT CREATION IN MARKETING: OPPORTUNITIES, CHALLENGES, AND STRATEGIC IMPLICATIONS

description: Artificial Intelligence (AI) has rapidly transformed the field of marketing by automating content creation, optimizing message personalization, and enabling data-driven decision-making. This research paper explores the role of AI-powered content creation tools in enhancing marketing effectiveness, improving customer engagement, and supporting strategic brand communication. Through a qualitative and theoretical approach, the study examines existing literature on AI in digital marketing, discusses key models and frameworks, and analyzes how AI-generated content affects consumer behavior and marketing performance. The findings indicate that AI can significantly improve content relevance, reduce production time, and support large-scale personalization; however, concerns remain regarding authenticity, creativity, ethical risks, and potential job displacement. The study concludes with recommendations for marketers, emphasizing the need for human–AI collaboration, ethical guidelines, and continuous upskilling to maximize the benefits of AI-driven content creation.
DOI: 10.5281/zenodo.18758657
title: AI-POWERED CONTENT CREATION IN MARKETING: OPPORTUNITIES, CHALLENGES, AND STRATEGIC IMPLICATIONS

description: Artificial Intelligence (AI) has rapidly transformed the field of marketing by automating content creation, optimizing message personalization, and enabling data-driven decision-making. This research paper explores the role of AI-powered content creation tools in enhancing marketing effectiveness, improving customer engagement, and supporting strategic brand communication. Through a qualitative and theoretical approach, the study examines existing literature on AI in digital marketing, discusses key models and frameworks, and analyzes how AI-generated content affects consumer behavior and marketing performance. The findings indicate that AI can significantly improve content relevance, reduce production time, and support large-scale personalization; however, concerns remain regarding authenticity, creativity, ethical risks, and potential job displacement. The study concludes with recommendations for marketers, emphasizing the need for human–AI collaboration, ethical guidelines, and continuous upskilling to maximize the benefits of AI-driven content creation.
DOI: 10.15468/dl.uhrh8n
title: Occurrence Download

description: A dataset containing 1286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllostomidae"
 ]
}

 The dataset includes 1286 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007209-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4r3nn
title: Occurrence Download

description: A dataset containing 608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.99623 47.51689,10.11852 47.03584,10.21269 46.66541,12.12128 46.82701,12.37382 47.30714,12.32572 47.72137,12.00102 47.79413,9.99623 47.51689))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 608 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007211-260221153910048/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.27987566
title: Molecular insights into ligand recognition and signaling of GPR99

description: Cryo-EM maps and models.

2025/5/26: Updated pdb model files.
2025/11/12: Updated required MD simulation files in gromacs_gpr99_LTE4.zip, including initial coordinate files, input parameter files, and final frame coordinate files.
DOI: 10.6084/m9.figshare.27987566.v1
title: Molecular insights into ligand recognition and signaling of GPR99

description: Cryo-EM maps and models.

2025/5/26: Updated pdb model files.
2025/11/12: Updated required MD simulation files in gromacs_gpr99_LTE4.zip, including initial coordinate files, input parameter files, and final frame coordinate files.