cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/sc8rsz2vd7
title: SEED-ML: A Multi-Parametric Clinical Dataset on Male Infertility for Predictive Modeling and AI Research.

description: Authors: N. Sánchez-Gómez [1] (nicolassg@us.es), J.A. García-García [*, 1] (juliangg@us.es), J. Navarro-Pando [2,3,4,5] (jose.navarro@inebir.com), MJ Escalona-Cuaresma [1] (mjescalona@us.es).
Affiliations: [1]ES3 Group (Engineering and Science for Software Systems group). University of Seville, Spain. Avenida Reina Mercedes, s/n., 41012, Seville, Spain. [2]Cátedra de Reproducción y Genética Humana del Instituto para el Estudio de la Biología de la Reproducción Humana (INEBIR), Seville, Spain. [3]Universidad Europea del Atlántico (UNEATLANTICO), Santander, Spain. [4]Fundación Universitaria Iberoamericana (FUNIBER), Seville, Spain. [5]San Juan de Dios Hospital, Sevilla, Spain.
Abstract: SEED-ML (Semen Examination and Evaluation Dataset for Machine Learning) is an openly available, multi-parametric clinical dataset specifically designed to support research in male infertility diagnostics and prediction. The dataset comprises records from 10,124 patients, including detailed semen analysis parameters (pre- and post-treatment), morphological classifications, and clinical alterations. Infertility diagnosis is categorized into nine clinically relevant classes, ranging from normal fertility to complex multi-factor conditions such as oligoasthenoteratozoospermia. All data were anonymized and curated following strict ethical and privacy guidelines to ensure compliance with applicable medical data protection regulations. The dataset reflects real-world clinical distributions, with diagnostic classes ranging from 62.7% (Normozoospermia) to 0.16% (Azoospermia), providing a high-fidelity benchmark for testing machine learning algorithms under conditions of significant class imbalance. SEED-ML offers a valuable resource for developing and benchmarking machine learning models, enabling research in predictive analytics, decision support systems, and computational andrology. This dataset aims to facilitate interdisciplinary collaboration between clinicians, data scientists, and AI (artificial intelligence) researchers, accelerating the development of data-driven solutions in reproductive medicine. The dataset is publicly available in Mendeley under a CC BY 4.0 license.
DOI: 10.17632/sc8rsz2vd7.2
title: SEED-ML: A Multi-Parametric Clinical Dataset on Male Infertility for Predictive Modeling and AI Research.

description: Authors: N. Sánchez-Gómez [1] (nicolassg@us.es), J.A. García-García [*, 1] (juliangg@us.es), J. Navarro-Pando [2,3,4,5] (jose.navarro@inebir.com), MJ Escalona-Cuaresma [1] (mjescalona@us.es).
Affiliations: [1]ES3 Group (Engineering and Science for Software Systems group). University of Seville, Spain. Avenida Reina Mercedes, s/n., 41012, Seville, Spain. [2]Cátedra de Reproducción y Genética Humana del Instituto para el Estudio de la Biología de la Reproducción Humana (INEBIR), Seville, Spain. [3]Universidad Europea del Atlántico (UNEATLANTICO), Santander, Spain. [4]Fundación Universitaria Iberoamericana (FUNIBER), Seville, Spain. [5]San Juan de Dios Hospital, Sevilla, Spain.
Abstract: SEED-ML (Semen Examination and Evaluation Dataset for Machine Learning) is an openly available, multi-parametric clinical dataset specifically designed to support research in male infertility diagnostics and prediction. The dataset comprises records from 10,124 patients, including detailed semen analysis parameters (pre- and post-treatment), morphological classifications, and clinical alterations. Infertility diagnosis is categorized into nine clinically relevant classes, ranging from normal fertility to complex multi-factor conditions such as oligoasthenoteratozoospermia. All data were anonymized and curated following strict ethical and privacy guidelines to ensure compliance with applicable medical data protection regulations. The dataset reflects real-world clinical distributions, with diagnostic classes ranging from 62.7% (Normozoospermia) to 0.16% (Azoospermia), providing a high-fidelity benchmark for testing machine learning algorithms under conditions of significant class imbalance. SEED-ML offers a valuable resource for developing and benchmarking machine learning models, enabling research in predictive analytics, decision support systems, and computational andrology. This dataset aims to facilitate interdisciplinary collaboration between clinicians, data scientists, and AI (artificial intelligence) researchers, accelerating the development of data-driven solutions in reproductive medicine. The dataset is publicly available in Mendeley under a CC BY 4.0 license.
DOI: 10.17632/nw6w2kwsgt
title: Thermal Infrared (TIR) Time Series Data from Mefite d’Ansanto, Southern Italy

description: Ground-based thermal infrared (TIR) time series from the Mefite d’Ansanto geothermal area (Italy) were recorded using a VisIR 640 thermal camera. Data were acquired at nine monitored locations with a one-minute sampling rate.
DOI: 10.17632/nw6w2kwsgt.1
title: Thermal Infrared (TIR) Time Series Data from Mefite d’Ansanto, Southern Italy

description: Ground-based thermal infrared (TIR) time series from the Mefite d’Ansanto geothermal area (Italy) were recorded using a VisIR 640 thermal camera. Data were acquired at nine monitored locations with a one-minute sampling rate.
DOI: 10.24435/materialscloud:n6-81
title: Viscous heat backflow and temperature resonances in extreme thermal conductors

description: We demonstrate that non-diffusive, fluid-like heat transport, such as heat backflowing from cooler to warmer regions, can be induced, controlled, and amplified in extreme thermal conductors such as graphite and hexagonal boron nitride. We employ the viscous heat equations, i.e., the thermal counterpart of the Navier-Stokes equations in the laminar regime, to show with first-principles quantitative accuracy that a finite thermal viscosity yields steady-state heat vortices, and governs the magnitude of transient temperature waves. Finally, we devise strategies that exploit devices' boundaries and resonance to amplify and control heat hydrodynamics, paving the way for novel experiments and applications in next-generation electronic and phononic technologies.
DOI: 10.24435/materialscloud:qh-15
title: Viscous heat backflow and temperature resonances in extreme thermal conductors

description: We demonstrate that non-diffusive, fluid-like heat transport, such as heat backflowing from cooler to warmer regions, can be induced, controlled, and amplified in extreme thermal conductors such as graphite and hexagonal boron nitride. We employ the viscous heat equations, i.e., the thermal counterpart of the Navier-Stokes equations in the laminar regime, to show with first-principles quantitative accuracy that a finite thermal viscosity yields steady-state heat vortices, and governs the magnitude of transient temperature waves. Finally, we devise strategies that exploit devices' boundaries and resonance to amplify and control heat hydrodynamics, paving the way for novel experiments and applications in next-generation electronic and phononic technologies.
DOI: 10.17632/6gr88srtzd
title: Supplemental Table 1

description: Primer sequences and Accession # utilized for real time PCR analysis of immune genes. All primer sequences were designed to span exon-exon junctions, to minimize the potential of amplifying genomic DNA, using Primer3 software with sequences obtained from GenBank (http://www.ncbi.nlm.nih.gov/). All primer pairs displayed melting curves with a single peak, indicative of a pure, single amplicon, confirmed the specificity of the primers.
DOI: 10.17632/6gr88srtzd.1
title: Supplemental Table 1

description: Primer sequences and Accession # utilized for real time PCR analysis of immune genes. All primer sequences were designed to span exon-exon junctions, to minimize the potential of amplifying genomic DNA, using Primer3 software with sequences obtained from GenBank (http://www.ncbi.nlm.nih.gov/). All primer pairs displayed melting curves with a single peak, indicative of a pure, single amplicon, confirmed the specificity of the primers.
DOI: 10.15468/dl.ch446b
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.58442 45.50631,-2.69332 42.82803,2.62864 41.64542,3.15978 41.43393,3.53831 41.63413,4.08191 41.88488,4.76391 42.19675,8.21477 43.53795,6.96119 45.9987,6.7574 46.14517,6.76377 46.41104,6.0953 46.08594,5.85808 46.14166,6.11599 46.36614,-1.58442 45.50631))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Potentilla anglica",
 "Year 2016-2026"
 ]
}

 The dataset includes 174 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081733-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25418/crick.31028710
title: Datasets associated with: Timely TGFβ signalling inhibition induces notochord

description: Datasets associated with: Rito, T., Libby, A. R., Demuth, M., Domart, M. C., Cornwall-Scoones, J., & Briscoe, J. (2025). Timely TGFβ signalling inhibition induces notochord. <i>Nature</i>, <i>637</i>(8046), 673-682.
DOI: 10.25418/crick.31028710.v1
title: Datasets associated with: Timely TGFβ signalling inhibition induces notochord

description: Datasets associated with: Rito, T., Libby, A. R., Demuth, M., Domart, M. C., Cornwall-Scoones, J., & Briscoe, J. (2025). Timely TGFβ signalling inhibition induces notochord. <i>Nature</i>, <i>637</i>(8046), 673-682.
DOI: 10.15468/dl.mmyen4
title: Occurrence Download

description: A dataset listing the 4136078 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4136078 records were derived from 88060 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081710-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17396158
title: Acetate co-feeding increases Ethylene Glycol assimilation and Glycolic Acid production in Yarrowia lipolytica

description: This dataset contains the raw and processed data supporting the article: 

Eugenia Messina, Zbigniew Lazar, Serena Barile, Paweł Moroz, Pasquale Scarcia, Ylenia Antonacci, Bruno Fosso, Luigi Palmieri, Isabella Pisano, Gennaro Agrimi,Acetate co-feeding increases ethylene glycol assimilation and glycolic acid production in Yarrowia lipolytica,Bioresource Technology, 2025, https://doi.org/10.1016/j.biortech.2025.133540.



The dataset includes:- ZIP file (16 spreadsheets and 7 figures)

- readme.txt file as a metadata file

 

The dataset is linked to the publication for transparency and compliance with FAIR principles.
DOI: 10.15468/dl.hvfhta
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bradypus torquatus"
 ]
}

 The dataset includes 233 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081734-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqaac3
title: Occurrence Download

description: A dataset containing 22470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Galium aparine",
 "Year 2025-2025"
 ]
}

 The dataset includes 22470 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081736-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18186480
title: Solving the Three-Body Problem via the Dual Rotational Current Model

description: This paper presents a deterministic solution to the Three-Body Problem based exclusively

on the ”Dual Rotational Current Model.” Unlike classical mechanics which relies on point-

mass attraction leading to chaotic variables, this model treats celestial bodies as nodes

of concentrated magnetic currents within a symmetrical helical medium. By applying

the principles of flux density and dual torque balance, trajectory prediction becomes a

matter of calculating the geometric equilibrium of the vacuum fabric.
DOI: 10.5281/zenodo.18146709
title: Solving the Three-Body Problem via the Dual Rotational Current Model

description: This paper presents a deterministic solution to the Three-Body Problem based exclusively

on the ”Dual Rotational Current Model.” Unlike classical mechanics which relies on point-

mass attraction leading to chaotic variables, this model treats celestial bodies as nodes

of concentrated magnetic currents within a symmetrical helical medium. By applying

the principles of flux density and dual torque balance, trajectory prediction becomes a

matter of calculating the geometric equilibrium of the vacuum fabric.
DOI: 10.15468/dl.gdd2jy
title: Occurrence Download

description: A dataset containing 197983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dioclea lasiophylla, Diptychandra aurantiaca, Erythrina velutina, Galactia jussiaeana, Galactia remansoana, Geoffroea spinosa, Guibourtia chodatiana, Hymenaea eriogyne, Hymenaea martiana, Hymenaea velutina, Indigofera blanchetiana, Indigofera microcarpa, Indigofera suffruticosa, Inga vera, Lachesiodendron viridiflorum, Lonchocarpus sericeus, Luetzelburgia bahiensis, Macropsychanthus grandiflorus, Macropsychanthus marginatus, Macroptilium bracteatum, Macroptilium martii, Macroptilium panduratum, Mimosa acutistipula, Mimosa arenosa, Mimosa candollei, Mimosa hexandra, Mimosa invisa, Mimosa misera, Mimosa ophthalmocentra, Mimosa pigra, Mimosa pithecolobioides, Mimosa pseudosepiaria, Mimosa setuligera, Mimosa tenuiflora, Mimosa ulbrichiana, Mimosa verrucosa, Mimosa xiquexiquensis, Mimosa lepidophora, Mimosa sensitiva, Mysanthus uleanus, Neptunia plena, Nissolia longiflora, Nissolia vincentina, Parapiptadenia zehntneri, Parkia platycephala, Peltogyne pauciflora, Peltophorum dubium, Piptadenia retusa, Pithecellobium diversifolium, Pityrocarpa moniliformis, Platymiscium floribundum, Platypodium elegans, Poeppigia densiflora, Pterocarpus monophyllus, Rhynchosia franciscana, Schnella trichosepala, Senegalia angico, Senegalia globosa, Senegalia paganuccii, Senegalia parviceps, Senegalia piauhiensis, Senegalia rostrata, Senegalia tenuifolia, Senna cearensis, Senna gardneri, Senna lechriosperma, Senna macranthera, Senna martiana, Senna obtusifolia, Senna occidentalis, Senna rizzinii, Senna rugosa, Senna scabriuscula, Senna spectabilis, Senna splendida, Sesbania virgata, Stylosanthes capitata, Stylosanthes humilis, Stylosanthes viscosa, Tephrosia purpurea, Trischidium molle, Vachellia farnesiana, Zornia harmsiana, Zornia sericea, Zornia ulei, Zygia latifolia, Spigelia anthelmia, Spigelia polystachya, Strychnos rubiginosa, Passovia pedunculata, Psittacanthus acinarius, Psittacanthus cordatus, Struthanthus confertus, Struthanthus flexicaulis, Struthanthus marginatus)",
 "BasisOfRecord is Specimen",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 197983 records from 850 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081701-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8snu6f
title: Occurrence Download

description: A dataset containing 6270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes de Thomas GAILLARD, Données de l'inventaire forestier national de l'IGN-Relevés floristiques du protocole de l'Inventaire National Forestier de l'IGN, Pl@ntNet observations, ACQUISITION_CBNMC, 16 - Inventaire général de la flore et de la fonge - CBNA - inventaire général de la flore et de la fonge réalisé sur le terrain, Inventaire général de la flore vasculaire sur le territoire d'agrément du CBNPMP-Inventaire général de la flore vasculaire de Midi-Pyrénées par le CBNPMP, Centralisation des observations floristiques - Observations floristiques floutées issues de la base de données flore du Conservatoire botanique national alpin, Contributions à l'Observatoire de la biodiversité végétale de Nouvelle-Aquitaine, Inventaire de la flore de Dordogne 2015-2019 - Inventaire de la flore de Dordogne 2016)",
 "Geometry POLYGON((-1.58442 45.50631,-2.69332 42.82803,2.62864 41.64542,3.15978 41.43393,3.53831 41.63413,4.08191 41.88488,4.76391 42.19675,8.21477 43.53795,6.96119 45.9987,6.7574 46.14517,6.76377 46.41104,6.0953 46.08594,5.85808 46.14166,6.11599 46.36614,-1.58442 45.50631))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Poterium sanguisorba",
 "Year 2016-2026"
 ]
}

 The dataset includes 6270 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081735-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55wrxc
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Synsepalum dulcificum"
 ]
}

 The dataset includes 267 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081737-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vhj3p
title: Occurrence Download

description: A dataset containing 8015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Monochamus galloprovincialis"
 ]
}

 The dataset includes 8015 records from 284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081738-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jd237
title: Occurrence Download

description: A dataset containing 40568868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "EventDate is 2013-01-01,2013-12-31"
 ]
}

 The dataset includes 40568868 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081679-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18186900
title: Le rôle du comportement stratégique dans la configuration des ressources conduisant à la survie des jeunes entreprises

description: Cette recherche analyse comment les configurations de ressources activées par le comportement stratégique du dirigeant contribuent à la survie des jeunes entreprises. S’appuyant sur une étude qualitative menée auprès de douze PME ivoiriennes et sur une analyse qualitative comparative (QCA crisp-set), l’étude identifie les combinaisons de conditions suffisantes menant à la survie. Les résultats révèlent l’existence de deux chemins principaux : (1) une trajectoire fondée sur les ressources internes du dirigeant, combinant vision entrepreneuriale et formation ; (2) une trajectoire reposant sur le capital social mobilisable, capable de compenser l’absence de connaissances ou de compétences formelles. Le comportement stratégique apparaît comme une méta-capacité centrale, nécessaire pour articuler ces ressources. L’étude met en évidence la nature configurationnelle de la survie et propose des implications théoriques, méthodologiques et managériales pour l’accompagnement des jeunes entreprises.
DOI: 10.5281/zenodo.18186901
title: Le rôle du comportement stratégique dans la configuration des ressources conduisant à la survie des jeunes entreprises

description: Cette recherche analyse comment les configurations de ressources activées par le comportement stratégique du dirigeant contribuent à la survie des jeunes entreprises. S’appuyant sur une étude qualitative menée auprès de douze PME ivoiriennes et sur une analyse qualitative comparative (QCA crisp-set), l’étude identifie les combinaisons de conditions suffisantes menant à la survie. Les résultats révèlent l’existence de deux chemins principaux : (1) une trajectoire fondée sur les ressources internes du dirigeant, combinant vision entrepreneuriale et formation ; (2) une trajectoire reposant sur le capital social mobilisable, capable de compenser l’absence de connaissances ou de compétences formelles. Le comportement stratégique apparaît comme une méta-capacité centrale, nécessaire pour articuler ces ressources. L’étude met en évidence la nature configurationnelle de la survie et propose des implications théoriques, méthodologiques et managériales pour l’accompagnement des jeunes entreprises.
DOI: 10.13127/hydro/histcat-csa
title: Catalog of hydrological effects induced by historical and modern earthquakes in Central and Southern Apennines (Italy)

description: This Catalog comprises 812 hydrological effects induced by seismic events of magnitude ranging between M=4.1 and M=7.1, occurring in Central-Southern Italy between 1654 and 2019. The Catalog includes observations of stream, spring, and well discharge variations; liquefaction; turbid flow; changes in the chemical-physical parameters of water. The data were compiled from various sources spanning ∼360 years, including genre literature, historical chronicles, seismic postcards, and modern scientific papers.
DOI: 10.15468/dl.b3xakz
title: Occurrence Download

description: A dataset containing 1850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Panthera onca"
 ]
}

 The dataset includes 1850 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081739-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/l1uq17
title: Tracés Yara terrein te Sluiskil, gemeente Terneuzen
title: Een bureauonderzoek

description: In opdracht van AA milieu- en adviesbureau B.V. Adverbo heeft ADC ArcheoProjecten in augustus 2022 een archeologisch bureauonderzoek uitgevoerd naar de kans op de aanwezigheid van archeologische waarden voor het onderzoeksgebied tussen tracé Yaraterrein in Sluiskil. De aanleiding voor het onderzoek is de voorgenomen aanleg van leidingtracés.
DOI: 10.15468/dl.piljab
title: Occurrence Download

description: A dataset containing 3913 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tachidiidae"
 ]
}

 The dataset includes 3913 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002377-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.