cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2zg9z2
title: Occurrence Download

description: A dataset containing 1 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 Boophis arcanus Glaw, Köhler, De la Riva, Vieites & Vences, 2010"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021636-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qsx9k
title: Occurrence Download

description: A dataset containing 55669 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gossypium L."
 ]
}

 The dataset includes 55669 records from 586 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003806-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcmezw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zhangixalus pinglongensis (Mo, Chen, Liao & Zhou, 2016))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066537-230224095556074/datasets/export for details.
DOI: 10.15468/dl.ew5uxc
title: Occurrence Download

description: A dataset containing 797533942 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 797533942 records from 17242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013144-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5teeth
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista holopetala (Fleischm. ex W.D.J.Koch) Bald.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019325-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf46cy
title: Occurrence Download

description: A dataset containing 2166021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Catharus ustulatus (Nuttall, 1840)"
 ]
}

 The dataset includes 2166021 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019285-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71831/1jd7-e914
title: Avanzando hacia el uso de Tecnologías Electroquímicas Microbianas como nexo entre los sistemas Energéticos y las instalaciones de tratamiento de residuos

description: Avanzar hacia la implementación práctica de tecnologías bioelectroquímicas para obtener una mayor cantidad de energía a partir de biorresiduos y un gas combustible de alta calidad a partir del biogás convencional utilizando el excedente de producción de energía renovable. Se han generado dos tipos de datos: en primer lugar, están los datos obtenidos en equipos que disponen de un sistema de adquisición de datos (SAD), que habitualmente generan un archivo de texto para ser posteriormente leído en programas habituales de ofimática. Por otro lado, las medidas realizadas con equipos que carecen de SAD,que se toman manualmente y se almacenan electrónicamente en hojas de cálculo.
DOI: 10.5281/zenodo.15355723
title: Systematic Review Raw Data: Quercetin and Resveratrol Effects on BBB Integrity, Glymphatic Function, and Neuroinflammatory Markers

description: This dataset contains the extracted raw data used in the systematic review titled "Quercetin and Resveratrol Impacts on Blood-Brain Barrier, Glymphatic Function, and Neuroinflammation in Neurodegenerative Disease Models."The data includes study characteristics, intervention details, dosage information, model types (human or animal), primary outcomes on blood-brain barrier (BBB) integrity, tight junction protein expression, cerebrovascular function, glymphatic-associated markers, cerebrospinal fluid (CSF) dynamics, aquaporin modulation, neuroinflammation, amyloid-β (Aβ) and tau pathology, neuronal survival, and synaptic plasticity outcomes.Each entry was extracted directly from the included studies and summarised systematically without interpretation, ensuring transparency and reproducibility.The dataset is structured in tabular format, corresponding to the results tables presented in the manuscript. No patient-identifiable or confidential data is included.

Data Format:





Excel (.xlsx) and/or CSV (.csv) file




Structured by study DOI, intervention, dosage, outcome measures, and statistical significance indicators.



Purpose:To enable verification of systematic extraction methods, support meta-analytical synthesis if applicable, and enhance research transparency regarding the neuroprotective effects of quercetin and resveratrol.
DOI: 10.5281/zenodo.15355724
title: Systematic Review Raw Data: Quercetin and Resveratrol Effects on BBB Integrity, Glymphatic Function, and Neuroinflammatory Markers

description: This dataset contains the extracted raw data used in the systematic review titled "Quercetin and Resveratrol Impacts on Blood-Brain Barrier, Glymphatic Function, and Neuroinflammation in Neurodegenerative Disease Models."The data includes study characteristics, intervention details, dosage information, model types (human or animal), primary outcomes on blood-brain barrier (BBB) integrity, tight junction protein expression, cerebrovascular function, glymphatic-associated markers, cerebrospinal fluid (CSF) dynamics, aquaporin modulation, neuroinflammation, amyloid-β (Aβ) and tau pathology, neuronal survival, and synaptic plasticity outcomes.Each entry was extracted directly from the included studies and summarised systematically without interpretation, ensuring transparency and reproducibility.The dataset is structured in tabular format, corresponding to the results tables presented in the manuscript. No patient-identifiable or confidential data is included.

Data Format:





Excel (.xlsx) and/or CSV (.csv) file




Structured by study DOI, intervention, dosage, outcome measures, and statistical significance indicators.



Purpose:To enable verification of systematic extraction methods, support meta-analytical synthesis if applicable, and enhance research transparency regarding the neuroprotective effects of quercetin and resveratrol.
DOI: 10.71831/hc9n-tj47
title: Resting EEG database of healthy older adults.

description: Estudio de la potencia, reactividad y conectividad en bandas de frecuencia durante el estado de reposo en personas mayores sanas que viven en la comunidad con la técnica de EEG.
description: Study of power, reactivity, and connectivity in frequency bands during resting state in healthy older adults living in the community using EEG technique.
DOI: 10.71831/8nzk-3889
title: d-Medbioclim

description: d-MedBioclim is a newly developed dataset for the Euro-Mediterranean region. This dataset applies the delta-change method by comparing the values of 25 General Circulation Models (GCMs) for the reference period (1981–2010) with their projections for future periods (2026–2050, 2051–2075, and 2076–2100) under the SSP1-RCP2.6, SSP2-RCP4.5, and SSP5-RCP8.5 scenarios. These anomalies are added to two pre-existing datasets, ERA5-Land and CHELSA, yielding resolutions of 0.1º and 0.01º, respectively. Additionally, this manuscript provides a ranking of GCMs for each major river basin within the study area to guide model selection. d-MedBioclim includes, for all the aforementioned scenarios, monthly mean temperature, total monthly precipitation, and 23 bioclimatic variables, including 9 (biorm1 to biorm9) from the Worldwide Bioclimatic Classification System (WBCS) that are not available in other databases. It also provides two climate classifications: Köppen-Geiger and WBCS. This dataset is expected to be a valuable resource for modeling the distribution of Mediterranean species, which are highly affected by climate change.
DOI: 10.5281/zenodo.15098598
title: Base de datos histórica de contornos municipales de España –LAU2boundaries4Spain–

description: Este trabajo presenta una base de datos histórica de contornos municipales que cubre el periodo 1998 - 2025, de forma que disponemos de la geometría de los municipios de España en un periodo de 28 años. A ello se añaden los contornos de las provincias, CCAA y España, así como una capa con territorios no municipales, Comunidades Jurisdiccionales y otros territorios no adscritos a ninguna provincia ni CCAA.

La base de datos se ofrece en un fichero vectorial único en formato GeoPackage, LAU2boundaries4Spain.gpkg, en diferentes capas.
DOI: 10.15468/dl.pzrxnz
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Procletes Spence Bate, 1888"
 ]
}

 The dataset includes 152 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019327-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15098597
title: Base de datos histórica de contornos municipales de España –LAU2boundaries4Spain–

description: Este trabajo presenta una base de datos histórica de contornos municipales que cubre el periodo 1998 - 2025, de forma que disponemos de la geometría de los municipios de España en un periodo de 28 años. A ello se añaden los contornos de las provincias, CCAA y España, así como una capa con territorios no municipales, Comunidades Jurisdiccionales y otros territorios no adscritos a ninguna provincia ni CCAA.

La base de datos se ofrece en un fichero vectorial único en formato GeoPackage, LAU2boundaries4Spain.gpkg, en diferentes capas.
DOI: 10.5281/zenodo.15345101
title: Base de datos histórica de contornos municipales de España –LAU2boundaries4Spain–

description: Este trabajo presenta una base de datos histórica de contornos municipales que cubre el periodo 1998 - 2025, de forma que disponemos de la geometría de los municipios de España en un periodo de 28 años. A ello se añaden los contornos de las provincias, CCAA y España, así como una capa con territorios no municipales, Comunidades Jurisdiccionales y otros territorios no adscritos a ninguna provincia ni CCAA.

La base de datos se ofrece en un fichero vectorial único en formato GeoPackage, LAU2boundaries4Spain.gpkg, en diferentes capas.
DOI: 10.71831/9qp2-vw60
title: Cold-Shock Test Is a Practical Method for Selecting Boar Ejaculates Yielding Appropriate Seminal Plasma for Post-Thawing Supplementation

description: Artificial insemination (AI) with cryopreserved semen is still unreliable for extensive pig indus-try application. Adding seminal plasma (SP) could improve post-thawing quality, but its suita-bility could vary. We applied a simple cold-shock test (CST, 5 min at 0 °C) on neat semen for clas-sifying ejaculates (n = 63) as resistant or sensitive, obtaining two SP pools (CST-resistant: SPr, sensitive: SPs). Subsequently, frozen/thawed spermatozoa from six boars were incubated (37 °C) in MR-A® extender (control), 20% SPr, or 20% SPs, and analyzed at 0, 2, and 4 h. SP improved total and progressive motility, with a higher effect for SPr and STR (p < 0.05), decreasing kine-matic parameters VCL and VAP, ALH, and BCF. Sperm viability was unaffected. SP increased apoptotic and membrane disorder ratios, and acrosomal damage, not affecting the chromatin structure (DNA fragmentation and immaturity by SCSA), protamination (CMA3), or disulfide levels (mBBr). However, the proportion of spermatozoa with elevated free thiols (disulfide bridges reduction) significantly increased. Results support a stimulatory role of SP on thawed semen, with additional benefits from SPr. The effect of SP and especially SPr after AI should be tested since CST could be a practical test for selecting suitable ejaculates in AI centers. This research was funded by the Ministry of Science and Innovation (Spain), grant number RTI2018-095183-B-I00 (MCI/AEI/FEDER, UE) and LE023P20, Junta de Castilla y Le-ón/Consejería de Educación/FEDER, EU.
DOI: 10.71831/5mg4-7s13
title: Metacognitive analisys of the practicum subject of the Master's Secondary Teaching through a reflexive portfolio

description: This study delves into the efficacy of the reflective portfolio in the metacognitive domain within the context of the Master's in Secondary Teaching. It places particular emphasis on the impact of prior The research employs a mixed-methods approach, analyzing portfolios from various academic specialties, developed in practicum subject, to ascertain differences in metacognitive competencies of teaching competencies. The main findings reveal that while students generally demonstrate a basic level of success in describing learning situations, there is a notable deficiency in deeper analytical skills and self- improvement strategies, especially among science students compared to their humanities counterparts. This suggests that initial training and educational background significantly influence the development of these competencies. The study concludes that there is a pressing need for more focused and robust training in metacognitive skills across different educational disciplines. Furthermore, it highlights the necessity for educational strategies that effectively address these variations, aligning teaching and learning processes with the principles of quality and sustainable education as envisioned in Agenda 2030. The insights gained are crucial for the development of more effective and comprehensive teacher education programs.
DOI: 10.71831/452c-cg03
title: EEG Database with deductive reasoning task.

description: Estudio de las bases cerebrales del razonamiento deductivo en jóvenes adultos con la técnica de EEG
description: Study of the brain bases of deductive reasoning in young adults using EEG technique
DOI: 10.71831/q5gh-y420
title: EEG-based Consumer Neuroscience and Neuromarketing Dataset

description: SciMAT dataset with 306 EEG-based Consumer Neuroscience and Neuromarketing articles from 2002 (Consumer Neuroscience field origin) to 2021. Three periods of study were established according to the frequency of EEG use in Consumer neuroscience. The first of these periods, 2002-2011, corresponds to the first decade in which we see the initial acceptance of EEG technology in the field. In the second period, 2018-2021, the use of EEG experiences a growth phase, and during the third period, 2018-2021, we see a boom in the use of EEG in Consumer neuroscience studies.
DOI: 10.5281/zenodo.15354773
title: Unveiling earthquake-induced hydrochemical signatures: A machine learning multivariate approach to hot springs response in Xianshuihe rupture sequence

description: Supplementary Table.xlsx:Table S1  The Chemical and isotopic data of hot spring samples  from two monitoring stations (XXX and LTG) in the Kangding area of the Xianshuihe fault zone.Table S2 The descriptive statistics of the analytical data for the XXX and LTG hot springsTable S3 Seismic events and their energy density around LTG hot springTable S4 Seismic events and their energy density around XXX hot spring

SOM-KM.m :The code for implementing self-organizing Map-K-means (SOM-KM) clustering using MATLAB R2023a

Supplementary Material.docx:

Text S1. The Self-Organizing Map and the K-means clustering

Text S2: Workflow of SOM-K-means Clustering and PCA Methodology.
DOI: 10.5281/zenodo.15355445
title: Unveiling earthquake-induced hydrochemical signatures: A machine learning multivariate approach to hot springs response in Xianshuihe rupture sequence

description: Supplementary Table.xlsx:Table S1  The Chemical and isotopic data of hot spring samples  from two monitoring stations (XXX and LTG) in the Kangding area of the Xianshuihe fault zone.Table S2 The descriptive statistics of the analytical data for the XXX and LTG hot springsTable S3 Seismic events and their energy density around LTG hot springTable S4 Seismic events and their energy density around XXX hot spring

SOM-KM.m :The code for implementing self-organizing Map-K-means (SOM-KM) clustering using MATLAB R2023a

Supplementary Material.docx:

Text S1. The Self-Organizing Map and the K-means clustering

Text S2: Workflow of SOM-K-means Clustering and PCA Methodology.
DOI: 10.5281/zenodo.15354772
title: Unveiling earthquake-induced hydrochemical signatures: A machine learning multivariate approach to hot springs response in Xianshuihe rupture sequence

description: Supplementary Table.xlsx:Table S1  The Chemical and isotopic data of hot spring samples  from two monitoring stations (XXX and LTG) in the Kangding area of the Xianshuihe fault zone.Table S2 The descriptive statistics of the analytical data for the XXX and LTG hot springsTable S3 Seismic events and their energy density around LTG hot springTable S4 Seismic events and their energy density around XXX hot spring

SOM-KM.m :The code for implementing self-organizing Map-K-means (SOM-KM) clustering using MATLAB R2023a

Supplementary Material.docx:

Text S1. The Self-Organizing Map and the K-means clustering

Text S2: Workflow of SOM-K-means Clustering and PCA Methodology.
DOI: 10.5281/zenodo.15355819
title: Unveiling earthquake-induced hydrochemical signatures: A machine learning multivariate approach to hot springs response in Xianshuihe rupture sequence

description: Supplementary Table.xlsx:Table S1  The Chemical and isotopic data of hot spring samples  from two monitoring stations (XXX and LTG) in the Kangding area of the Xianshuihe fault zone.Table S2 The descriptive statistics of the analytical data for the XXX and LTG hot springsTable S3 Seismic events and their energy density around LTG hot springTable S4 Seismic events and their energy density around XXX hot spring

SOM-KM.m :The code for implementing self-organizing Map-K-means (SOM-KM) clustering using MATLAB R2023a

Supplementary Material.docx:

Text S1. The Self-Organizing Map and the K-means clustering

Text S2: Workflow of SOM-K-means Clustering and PCA Methodology.
DOI: 10.71831/zt0a-0z43
title: Burr detection and classification using RUSTICO and image processing

description: El sistema desarrollado detecta y clasifica rebabas en piezas de mecanizado cuyas imágenes son tomadas por una cámara de microscopio (captura las imágenes RGB con una resolución de 2592 × 1994 píxeles) conectada a un boroscopio rígido industrial para analizar la forma de sus bordes a escala microscópica. Las imágenes adquiridas se procesan aplicando un método de delineación de estructuras de interés denominado RUSTICO (RobUST Inhibition-augmented Curvilinear Operator). Las imágenes son etiquetadas por expertos según los criterios propuestos las tres categorías consideradas: si no presenta imperfecciones (rebaba tipo cuchillo, K) que sería la situación ideal, si presenta pequeñas astillas (rebaba tipo sierra, S), que podría aceptarse en función del uso de la pieza mecanizada o si ha sufrido una gran deformación (rebaba-rotura, B) que produce una pieza inutilizable.
description: The developed system detects and classifies burrs in workpieces whose images are taken by a microscope camera (captures the RGB images with a resolution of 2592 × 1994 pixels) connected to an industrial rigid boroscope so as to analyze their edge shape on a microscopic scale. The acquired images are processed by applying a method for delineation of structures of interest called RUSTICO (RobUST Inhibition-augmented Curvilinear Operator). Images are labeled by experts according to the criteria proposed the three considered categories: if there is no imperfections (knife-type burr, K) that would be the ideal situation, if it presents small splinters (saw-type burr, S), which could be accepted depending on the use of the machined piece or if it has suffered a large deformation (burr-breakage, B) that produces an unusable piece.
DOI: 10.71831/j8ts-rk02
title: Spain’s national network of silos and granaries: architectural and technological change over time.

description: Dataset utilizado en el estudio publicado en el artículo "Spain’s national network of silos and granaries: architectural and technological change over time"
DOI: 10.71831/28jn-7c29
title: Characterisation of the National Network of Silos and Granaries in Castilla y León, Spain: A Case Study

description: Dataset utilizado en el estudio publicado en el artículo "Characterisation of the National Network of Silos and Granaries in Castilla y León, Spain: A Case Study"
DOI: 10.71831/hcbx-cc27
title: The footprint of large wildfires on the multifunctionality of fire-prone pine ecosystems is driven by the interaction of fire regime attributes

description: Dataset relacionado con la estimación de los efectos del incendio sobre la multifuncionalidad de ecosistemas Mediterráneos
DOI: 10.15468/dl.rv8nuv
title: Occurrence Download

description: A dataset containing 2871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Onchocerca Diesing, 1841"
 ]
}

 The dataset includes 2871 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019328-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hzdnn
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista holopetala (Fleischm. ex W.D.J.Koch) Bald.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019329-250426092105405/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.28944083
title: Donald Piano Scordatura 17EDO and 18EDO Raw Pitch Data Table.csv

description: Comparative Raw Data of Resonant Threshold limits of detuned piano strings across the whole piano keyboard. 17EDO and 18EDO chromatic scales have been calculated within the data table. This data accompanies both a research paper entitled "Charting Reliable Access to Chromatic Microtonal Scales with Greater Than Twelve Notes per Octave on Upright Standard-Strung Pianos: A Quantitative Investigation into the Limits of Detuned Piano Scordatura", and a demonstrative video on figshare:Donald, Angus (2023). Angus Donald Scordatura Piano Capstone accompanying video.mov. figshare. Media. https://doi.org/10.6084/m9.figshare.24463378.v1
DOI: 10.34740/kaggle/dsv/11714812
title: e-IPO Indonesia Data - Investment
DOI: 10.25549/inscriptifact-ouc110593732
title: Persepolis Fortification Elamite Tablet 0894, PF-NN 0894

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0894 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text.