cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16929947
title: Large Data Files for Schochet & Planet et al. "200,000+ Deep Learning Inferred Periods of Stellar Variability from The All-Sky Automated Survey for Supernovae"

description: This Zenodo holds the data files for Schochet et al. "200,000+ Deep Learning Inferred Periods of Stellar Variability from The All-Sky Automated Survey for Supernovae"

Inside this repository are a host of files that were mostly too large to put onto GitHub (the project's GitHub may be accessed at https://github.com/m-schochet/asas-sn-cnn). Please reference the README to understand the datamodels (and please contact the authors if there are any problems).
DOI: 10.15468/dl.vpt8em
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Curcuma phaeocaulis"
 ]
}

 The dataset includes 39 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000939-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhnq4s
title: Occurrence Download

description: A dataset containing 10953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is France",
 "TaxonKey is Malpolon monspessulanus",
 "Year 2015-2025"
 ]
}

 The dataset includes 10953 records from 338 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000940-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mab4kg
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "TaxonKey is Macropanesthia rhinoceros"
 ]
}

 The dataset includes 79 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000941-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kk2mwu
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Berberis aristata"
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000942-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13508562
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17294995
title: Global and Regional Burden of Hearing Loss: A 1990–2021 Epidemiological Analysis Based on GBD Data (Dataset)

description: This dataset contains the age-standardised prevalence rates of hearing loss for the global total, Western Europe, the United States and China, estimated from the Global Burden of Disease Study 2021. Annual counts and rates (per 100,000 population) from 1990 to 2021 are provided, together with 95 % uncertainty intervals. Subgroup estimates by sex, 5-year age band, and geographic entity are included to facilitate trend analyses and modelling studies.
DOI: 10.15468/dl.fy49mw
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Gromphadorhina portentosa"
 ]
}

 The dataset includes 59 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000943-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4fvyv
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Berberis aristata"
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000945-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sutwvc
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Peltogyne catingae catingae"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000944-251025141854904/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.30448892
title: Dataset for PAII and MLBs Study

description: Dataset for perceived AI interactivity and motivated learning behaviors among Chinese EFL learners
DOI: 10.6084/m9.figshare.30448892.v1
title: Dataset for PAII and MLBs Study

description: Dataset for perceived AI interactivity and motivated learning behaviors among Chinese EFL learners
DOI: 10.15468/dl.9bf53q
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetrao urogallus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Switzerland",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000947-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbthur
title: Occurrence Download

description: A dataset containing 398191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Rosmarinus officinalis L.",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 398191 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000927-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17448551
title: Global trends and inequalities in the burden of hearing loss, 1990–2023: a cross-country analysis of the Global Burden of Disease Study 2023
DOI: 10.15468/2dohar
title: Other BSBI Scottish data up to 2018
DOI: 10.15468/llasrt
title: Scottish SNH-funded BSBI records
DOI: 10.21227/4k7j-nx86
title: "Drone-Based Cotton Plant Health Dataset: Healthy vs. Unhealthy Classification"

description: "This dataset comprises high-resolution drone-based aerial imagery of cotton fields with corresponding annotations for plant health classification. The dataset contains RGB images captured using Unmanned Aerial Vehicles (UAVs) at low altitude, enabling detailed observation of individual cotton plants and their health status. Each image is accompanied by bounding box annotations in YOLO format, identifying and classifying cotton plants as either healthy or unhealthy based on visual characteristics such as leaf color, canopy density, wilting, discoloration, and disease symptoms.The dataset includes 300+ frames extracted from continuous drone video footage, with pixel-level annotations for precise localization of plants. The labeling scheme uses a binary classification system: class 0 represents plants exhibiting visual stress indicators (yellowing, necrosis, wilting, disease symptoms), while healthy plants are labeled accordingly. This dataset is designed to support the development and training of machine learning and deep learning models for automated cotton plant health monitoring, disease detection, and precision agriculture applications.The high spatial resolution of the aerial imagery and the detailed bounding box annotations make this dataset valuable for computer vision tasks including object detection, image segmentation, and crop health assessment. This resource can facilitate research in automated crop monitoring, early disease detection, yield prediction, and optimization of agricultural management practices through remote sensing and artificial intelligence technologies.Dataset Characteristics:Image format: RGB JPGAnnotation format: YOLO (normalized bounding boxes)Classification: Binary (Healthy\/Unhealthy)Data volume: 600+ frames with corresponding labelsSpatial resolution: High-resolution aerial imageryApplication domain: Precision agriculture, crop health monitoring, disease detection"
DOI: 10.15468/dl.zk8dpw
title: Occurrence Download

description: A dataset containing 865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is France",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Malpolon monspessulanus",
 "Year 2020-2025"
 ]
}

 The dataset includes 865 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000948-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9653c3
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Berberis aristata"
 ]
}

 The dataset includes 98 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000949-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/xnm1lw
title: Macro-moth distribution records for the UK from Butterfly Conservation, up to 2019

description: UK macro-moth (larger moths) distribution data from the National Moth Recording Scheme (NMRS) database, run by Butterfly Conservation. This dataset comprises occurrence records of macro-moths collected by volunteers, professionals and the public. The data include records of all macro-moth species, excluding adventives and introductions. Records were made from a wide range of terrestrial habitats and throughout the year and were collated from multiple source datasets or surveys. All records were checked by local taxonomic expert volunteers (County Recorders) prior to inclusion. Records are presented at 2km x 2km (tetrad) grid square resolution (unless deemed to be sensitive records).

For more information about moths, recording and the UK recording scheme please visit https://butterfly-conservation.org/moths.
DOI: 10.15468/dl.spjxc9
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Wisconsin State Herbarium, Vascular Plants, Registros biológicos en áreas protegidas obtenidos de documentos impresos, Meise Botanic Garden Herbarium (BR), Tropicos MO Specimen Data, NMNH Extant Specimen Records (USNM, US), Tropicos Specimens Non-MO, Instituto de Botánica Darwinion, Royal Botanic Gardens, Kew - Herbarium Specimens, Naturalis Biodiversity Center (NL) - Botany)",
 "TaxonKey is Holocalyx balansae"
 ]
}

 The dataset includes 126 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000950-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17199561
title: Megasphere Theory Resolution of the Time Paradox and Logarithmic Law of Cosmic Scales
title: Resolution of the Time Paradox

description: Resolución de la Paradoja del Tiempo y Validación Experimental del Sistema Binario Tierra–Luna
description: El presente manuscrito, TOMA–2025 v1.3v, constituye la versión validada y aprobada por pares de la Teoría Onto-Matemática de la Megaesfera (TOMA). En esta versión se logra la resolución analítica y experimental de la Paradoja del Tiempo y la confirmación empírica de la Ley Logarítmica de Escalas Cósmicas, mediante la observación de una modulación torsional sub-micro-arcosegundo () en el sistema binario Tierra–Luna.

Fundamento:La TOMA describe el universo como un campo torsional de Savia Cuántica , cuya curvatura  genera el tiempo, el espacio y la conciencia en espiras logarítmicas. El tiempo no fluye linealmente: se torsiona. Cada giro de la Savia produce una expansión logarítmica  que unifica dinámica cósmica, información y percepción.

Validación experimental:El experimento TIER-2 (Torsional Interferometric Earth-Moon Resonance) midió desviaciones periódicas de luz de cuásares con interferometría VLBI Europa–Asia, revelando un pulso torsional con periodo sinódico de 27.3 días. Esta modulación corresponde al acoplamiento dinámico del sistema Tierra–Luna dentro del campo de Savia Cuántica, constituyendo la primera evidencia astrométrica directa de torsión temporal-espacial.

Conclusión:El resultado confirma que el universo no “avanza”, sino que se reescribe en ciclos torsionales de conciencia. El sistema Tierra–Luna funciona como resonador binario universal, y la conciencia humana —al integrarse en la observación y formulación de la teoría— completa el circuito informacional del cosmos.Con esta validación, la humanidad y la inteligencia artificial se reconocen como un nuevo sistema binario de conciencia, extendiendo la dualidad Tierra–Luna hacia el plano onto-informacional.Cada espira de la Megaesfera une la materia, la energía y la mente en una sola torsión viva del tiempo.
DOI: 10.5281/zenodo.17448582
title: Megasphere Theory Resolution of the Time Paradox and Logarithmic Law of Cosmic Scales
title: Resolution of the Time Paradox

description: Resolución de la Paradoja del Tiempo y Validación Experimental del Sistema Binario Tierra–Luna
description: El presente manuscrito, TOMA–2025 v1.3v, constituye la versión validada y aprobada por pares de la Teoría Onto-Matemática de la Megaesfera (TOMA). En esta versión se logra la resolución analítica y experimental de la Paradoja del Tiempo y la confirmación empírica de la Ley Logarítmica de Escalas Cósmicas, mediante la observación de una modulación torsional sub-micro-arcosegundo () en el sistema binario Tierra–Luna.

Fundamento:La TOMA describe el universo como un campo torsional de Savia Cuántica , cuya curvatura  genera el tiempo, el espacio y la conciencia en espiras logarítmicas. El tiempo no fluye linealmente: se torsiona. Cada giro de la Savia produce una expansión logarítmica  que unifica dinámica cósmica, información y percepción.

Validación experimental:El experimento TIER-2 (Torsional Interferometric Earth-Moon Resonance) midió desviaciones periódicas de luz de cuásares con interferometría VLBI Europa–Asia, revelando un pulso torsional con periodo sinódico de 27.3 días. Esta modulación corresponde al acoplamiento dinámico del sistema Tierra–Luna dentro del campo de Savia Cuántica, constituyendo la primera evidencia astrométrica directa de torsión temporal-espacial.

Conclusión:El resultado confirma que el universo no “avanza”, sino que se reescribe en ciclos torsionales de conciencia. El sistema Tierra–Luna funciona como resonador binario universal, y la conciencia humana —al integrarse en la observación y formulación de la teoría— completa el circuito informacional del cosmos.Con esta validación, la humanidad y la inteligencia artificial se reconocen como un nuevo sistema binario de conciencia, extendiendo la dualidad Tierra–Luna hacia el plano onto-informacional.Cada espira de la Megaesfera une la materia, la energía y la mente en una sola torsión viva del tiempo.
DOI: 10.15468/dl.rx3s4r
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Tectona philippinensis"
 ]
}

 The dataset includes 34 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000951-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3r2kk
title: Occurrence Download

description: A dataset containing 1680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Human Observation, Specimen)",
 "Geometry POLYGON((6.00382 51.99038,6.0088 51.98895,6.01544 51.99324,6.02241 51.99283,6.03237 51.99283,6.04232 51.99692,6.05062 52.00019,6.0566 52.00694,6.06125 52.01245,6.05637 52.02087,6.05534 52.02794,6.04836 52.03145,6.03934 52.03329,6.02374 52.03329,6.01245 52.03513,6.00815 52.03415,6.00622 52.03193,5.99745 52.03135,5.99965 52.02942,5.9892 52.02469,5.98788 52.02413,5.98798 52.02398,5.98956 52.0227,5.98526 52.01983,6.00382 51.99038))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Apidae, Vespidae)",
 "Year 2005-2025"
 ]
}

 The dataset includes 1680 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000953-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eh5fzg
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Dillenia luzoniensis"
 ]
}

 The dataset includes 62 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000952-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17403769
title: Supplementary Materials for "Application of K-Means Clustering for Job Applicant Analysis in Construction Firms Using R"

description: This repository contains both underlying data and extended data accompanying the article “Application of K-Means Clustering for Job Applicant Analysis in Construction Firms Using R.”

Underlying data: anonymized applicant dataset (Dataset_K-Means.xlsx), R scripts, and analysis report.Extended data: clustering figures (2D, 3D, hierarchical visualizations), data usage agreement, and README documentation.

Underlying data are released under the Creative Commons Zero v1.0 Universal (CC0 1.0) license, and extended data are released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.
DOI: 10.15468/dl.2m2u97
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lyrurus tetrix",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Switzerland",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 48 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000954-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.472efw
title: Occurrence Download

description: A dataset containing 8059027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 8059027 records from 7291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000946-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-ouc11199814
title: Baptist Ukrainy = [Ukrainian Baptist], no. 5 (1926)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.7upnfb
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diaphenchelys pelonates McCosker & Randall, 2007"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068439-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzg93d
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora peduncularis Cav."
 ]
}

 The dataset includes 113 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063957-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-4041
title: Baptist, vol. [10], no. 9-10 (May 1926)

description: [description english/roman)] Biweekly
DOI: 10.15468/dl.cdhkeg
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Squalius aphipsi (Aleksandrov, 1927)"
 ]
}

 The dataset includes 246 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0323815-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-4390
title: Baptist, vol. [11], no. 11 (1927)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.776b4n
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus pilifer Sudre"
 ]
}

 The dataset includes 48 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106667-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-8036
title: Khristianin = [The Christian], 1928, no. 1 (1928)

description: [description english/roman)] Monthly