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

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ribes affine"
 ]
}

 The dataset includes 286 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001001-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gp56b2
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((94.72884 5.63764,95.01927 4.28741,96.51983 3.2248,98.0688 1.33858,101.06992 -3.25803,104.60349 -6.63327,106.20086 -6.00784,106.34607 -2.62959,104.02263 -0.25866,104.16784 0.46741,102.42526 1.91921,100.87629 3.03147,99.23052 4.28741,97.68156 5.63764,95.45492 5.92659,94.72884 5.63764))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tragulus kanchil"
 ]
}

 The dataset includes 105 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001004-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9bbzz
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solenopsis geminata",
 "Country is Barbados",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001003-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17603/ds2-gfa2-by61
title: High resolution connected vehicle data to study effects of human mobility and hurricane evacuations on the spread of Covid 19 pandemic

description: This project presents methodology to analyze high resolution connected vehicle data (CVD) for understanding how movements of populations during pandemic-hurricanes impact disease spread and devising better plans for safe sheltering and evacuations of vulnerable populations.

The dataset contains historical vehicular movement data of for Florida Panhandle Counties of Calhoun, Escambia, Liberty, Gadsden, Jackson, Santa Rosa, Washington and Bay that are impacted by Hurricane Sally which made landfall on September 16, 2020. This coincided with the first phase of the Covid-19 pandemic. The datasets used for this study consist of GPS movement data, shelter and lodging facility wait time, and vehicle count data for 44 shelters and 123 lodging facilities in Florida’s Santa Rosa, Escambia, and Okaloosa counties from 01 to 30 September 2020. 

The dataset has been used in the following publications:

Tsekeni, D.E., Alisan, O.,  Yang, J., Vanli, O. A., Ozguven, E.E., (2025) “Spatiotemporal modeling of connected vehicle data: An application to non-congregate shelter planning during hurricane-pandemics”, Applied Sciences, 15, 3185. DOI: 10.3390/app15063185.

Tsekeni, D.E., Vanli, O. A., (2025) “Time Series Segmentation of Movement Network Data for Endemic-Epidemic Modeling of Infectious Diseases”, IISE Transactions on Healthcare Systems Engineering, (Submitted, May 2025)
DOI: 10.15468/dl.76296n
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelioxoides punctipennis"
 ]
}

 The dataset includes 59 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001005-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxsjq8
title: Occurrence Download

description: A dataset containing 483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ribes ciliatum"
 ]
}

 The dataset includes 483 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001006-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c34rua
title: Occurrence Download

description: A dataset containing 398256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is South America",
 "Country is Brazil",
 "Geometry POLYGON((-52.98186 -32.77525,-40.27605 -22.80164,-33.02367 -6.64612,-50.70388 4.46515,-66.84366 1.10693,-70.32161 -3.66501,-73.18191 -5.7254,-73.49173 -8.45382,-70.92058 -9.95595,-68.03962 -10.74115,-64.47506 -10.55912,-58.80908 -16.42608,-57.15007 -22.19284,-54.98734 -23.60995,-53.59084 -26.37297,-56.88689 -30.15348,-52.98186 -32.77525))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 398256 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000967-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15865799
title: Research data for "Dynamic Metal-Support Interaction Dictates Cu Nanoparticle Sintering on Al2O3 Surfaces"

description: This dataset supports the paper "Dynamic Metal-Support Interaction Dictates Cu Nanoparticle Sintering on Al2O3 Surfaces".

The following files are provided:



The training and validation structures.

The training input file.

The VASP input files for single-point calculation and ab initio molecular dynamics.

The global minimum configurations of Cu nanoparticles on three Al2O3 surfaces.
DOI: 10.5281/zenodo.15865800
title: Research data for "Dynamic Metal-Support Interaction Dictates Cu Nanoparticle Sintering on Al2O3 Surfaces"

description: This dataset supports the paper "Dynamic Metal-Support Interaction Dictates Cu Nanoparticle Sintering on Al2O3 Surfaces".

The following files are provided:



The training and validation structures.

The training input file.

The VASP input files for single-point calculation and ab initio molecular dynamics.

The global minimum configurations of Cu nanoparticles on three Al2O3 surfaces.
DOI: 10.15468/dl.uczy6e
title: Occurrence Download

description: A dataset containing 1127185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lanius collurio"
 ]
}

 The dataset includes 1127185 records from 2519 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000925-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qwcqy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Licuala grandis (T.Moore) H.Wendl.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204246-220831081235567/datasets/export for details.
DOI: 10.15468/dl.wdbdnd
title: Occurrence Download

description: A dataset containing 796608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "PublishingCountry is New Zealand"
 ]
}

 The dataset includes 796608 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229361-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yf9a3e
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis nattereri (Kuhl, 1817)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213882-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ymfz9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bison bison (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213890-220831081235567/datasets/export for details.
DOI: 10.15468/dl.mr4evg
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viola crassa subsp. alpicola Takah.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204260-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gpn7e
title: Occurrence Download

description: A dataset containing 476780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Setophaga townsendi (J.K.Townsend, 1837)"
 ]
}

 The dataset includes 476780 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229381-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uerty2
title: Occurrence Download

description: A dataset containing 16862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Vicia sativa L."
 ]
}

 The dataset includes 16862 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228189-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygmfm2
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "TaxonKey is Artibeus glaucus Thomas, 1893"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242726-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqjmz7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mus minutoides A.Smith, 1834",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213891-220831081235567/datasets/export for details.
DOI: 10.15468/dl.bdgcqf
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichomycterus stawiarski (Miranda Ribeiro, 1968)"
 ]
}

 The dataset includes 34 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229398-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4fayu
title: Occurrence Download

description: A dataset containing 464513 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "not" : {
 "PublishingCountry" : [
 "is Norway"
 ]
 }
 },
 "Country is Svalbard and Jan Mayen"
 ]
}

 The dataset includes 464513 records from 634 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204243-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4jbpu
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gyalecta rubra (Hoffm.) A.Massal."
 ]
}

 The dataset includes 30 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213892-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78d8ve
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isotrema ovatifolium (S.M.Hwang) X.X.Zhu, S.Liao & J.S.Ma"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250111-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwap3u
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea asperata Mast.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 314 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265540-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzj27t
title: Occurrence Download

description: A dataset containing 2688932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-17.90481 35.58778,-20.65268 19.20032,54.56719 22.0485,64.78492 34.27797,66.9589 70.91948,38.91451 72.09145,11.3049 71.68597,-25.2684 67.34813,-17.90481 35.58778))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Ceratonia L., Cercis L., Chamaerops L., Colutea L., Corylus L., Cotinus Mill., Cydonia Tourn. ex Mill, Daboecia D.Don, Ephedra Tourn. ex L., Firmiana Marsili, Gleditsia L., Hippophae L., Ilex L.L., Indigofera L., Koelreuteria Laxm., Ligustrum L., Liquidambar L., Liriodendron L., Mahonia Nutt., Mespilus L., Mimosa L., Myrica L., Myrrhis Mill., Myrtus L., Ostrya Scop., Parrotia C.A.Mey., Phellodendron Rupr., Pyracantha Roem., Rosmarinus L., Sophora L., Spartium L., Spiraea L., Styrax L., Syringa L., Tamarix L.)"
 ]
}

 The dataset includes 2688932 records from 2977 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250108-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/n7-3t9h-8p38
title: Chlorophyll concentration and optical absorption spectra of particulate and dissolved material collected aboard the R/V Point Sur cruise DP06 from 2018-07-20 to 2018-08-01
DOI: 10.15468/dl.s2ynpg
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Podomys floridanus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 30 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011808-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/pvpfk7
title: Replication Data for: Financial technologies and economic resilience from COVID-19

description: Replication Data for: Financial technologies and economic resilience from COVID-19
DOI: 10.7910/dvn/uirbk4
title: CartoGAZEweb

description: This data contains the dataset for the Master’s thesis “Use Cases and Limitations of Webcam Eye Tracking for Cartography Research” by Rahimeh Gharibpour, under supervisor Dr. Merve Keskin, submitted to the University of Salzburg, UNIGIS program. 
&lt;a href="https://unigis.at/files/Mastertheses/Full/108393.pdf"&gt;Full Thesis PDF&lt;/a&gt;.&lt;/p&gt;

The thesis explores webcam-based eye tracking as a low-cost, scalable alternative to traditional lab-based systems for studying map cognition in cartographic research. The experiment replicated a subset of tasks from the CartoGAZE (2023) study, available at &lt;a href="https://rahgh.github.io/WebcamET_CartoGAZE-data-set/"&gt;here&lt;/a&gt;, focusing on spatial memory and recognition of road and hydrographic features on 2D static Google road maps. A total of 30 map stimuli were used, divided into three blocks:

* Block 1: 10 map stimuli focusing on the memorability of main roads and road junctions.
* Block 2: 10 map stimuli focusing on the memorability of major water bodies and rivers.
* Block 3: 10 map stimuli combining elements from the first two blocks to assess their collective memorability.

The study involved 35 participants in an online experiment, accessible via &lt;a href="https://rahgh.github.io/WebcamET_CartoGAZE-data-set/"&gt;here&lt;/a&gt;, with data from 28 participants analyzed after applying a 70% calibration accuracy threshold. Cognitive load was assessed using both behavioral metrics (response times, success rates) and eye-tracking metrics (average fixation duration, fixations per second, average saccade length). Results suggest that webcam-based eye tracking can replicate general attentional patterns observed in lab-based studies, but with reduced precision due to lower sampling rates (15–20 Hz vs. 250 Hz), environmental variability, and technical factors such as device differences and participant movement.

&lt;p&gt;See the GitHub repository for the source code dataset: 
&lt;a href="https://github.com/rahgh/WebcamET_CartoGAZE-data-set"&gt;https://github.com/rahgh/WebcamET_CartoGAZE-data-set&lt;/a&gt;&lt;/p&gt;
DOI: 10.13140/rg.2.2.17841.03688
title: Title : The impact of outside influence on marriages
DOI: 10.7910/dvn/ijspzh
title: Quality of Life in Women with Normogonadotropic Anovulation

description: The database was used to assess and compare the quality of life of women with irregular versus regular menstrual cycles. It included women with polycystic ovary syndrome and its phenotypes, as well as women with hypothalamic-pituitary-ovarian axis dysfunction.
DOI: 10.13140/rg.2.2.31262.80969
title: awareness raising squirrel
DOI: 10.15468/dl.4pf2gq
title: Occurrence Download

description: A dataset containing 646 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eualus belcheri"
 ]
}

 The dataset includes 646 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011810-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26165/juelich-data/vyndc4
title: Tuning Transition Metal-Containing Molecular Magnets by On-Surface Polymerization

description: raw data of published manuscript https://doi.org/10.1002/admi.202400123
DOI: 10.7910/dvn/qmovtk
title: chandassu
title: Computational Social Linguistics for Telugu Cultural Preservation: Novel Algorithms for Chandassu Metrical Pattern Recognition
title: Computational Social Linguistics for Telugu Cultural Preservation: Novel Algorithms for Chandassu Metrical Pattern Recognition

description: First ever dataset for "Chandassu", metrical poetry in Telugu Language (తెలుగు చంధస్సు). Our dataset comprises 4,651 carefully curated Telugu padyams spanning three primary prosodic classes (Vruttamu, Jaathi, Vupajaathi) and eight distinct types (Vutpalamaala, Champakamaala, Saardulamu, Mattebhamu, Kandamu, Teytageethi, Aataveladi, Seesamu).
description: This research presents a computational social science approach to preserving Telugu Chandassu, the metrical poetry tradition representing centuries of collective cultural intelligence. We develop the first comprehensive digital framework for analyzing Telugu prosodic patterns, bridging traditional community knowledge with modern computational methods. Our social computing approach involves collaborative dataset creation of 4,651 annotated padyams, expert-validated linguistic patterns, and culturally-informed algorithmic design. The framework includes AksharamTokenizer for prosody-aware tokenization, LaghuvuGuruvu Generator for classifying light and heavy syllables, and PadyaBhedam Checker for automated pattern recognition. Our algorithm achieves 91.73% accuracy on the proposed Chandassu Score, with evaluation metrics reflecting traditional literary standards. This work demonstrates how computational social science can preserve endangered cultural knowledge systems while enabling new forms of collective intelligence around literary heritage. The methodology offers insights for community-centered approaches to cultural preservation, supporting broader initiatives in digital humanities and socially-aware computing systems.
DOI: 10.15468/dl.dgq5dh
title: Occurrence Download

description: A dataset containing 1553007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-74.83771 11.23573,-75.60033 10.76921,-75.74401 9.79048,-75.74401 8.8853,-75.30191 8.31176,-76.1861 7.08508,-76.17505 6.18486,-76.02032 4.88679,-73.99764 5.92137,-73.47818 6.43781,-72.86129 6.99462,-71.99604 8.16531,-72.70339 10.30272,-72.71445 11.69141,-74.3502 11.7888,-74.83771 11.23573))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year is 2024"
 ]
}

 The dataset includes 1553007 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011805-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17508467
title: Informational Theory

description:  







\mathbf{\Delta S_{cycle} = 0} (Entropie nette du cycle cosmique nulle).

Symétrie Thermodynamique et Cyclique (entre passé et futur).

\mathbf{\Delta S(t) > 0} (Entropie du Passé).

\mathbf{\Delta S(-t) < 0} (Néguentropie du Futur).

Temps de Planck (\mathbf{t_P}) : Durée entre deux résonances successives, \mathbf{t_P \to \infty} à l'horizon d'un trou noir.

Temps Événementiel (succession de réalisation des résonances \mathbf{t=0}).
DOI: 10.5281/zenodo.17508468
title: Informational Theory

description:  







\mathbf{\Delta S_{cycle} = 0} (Entropie nette du cycle cosmique nulle).

Symétrie Thermodynamique et Cyclique (entre passé et futur).

\mathbf{\Delta S(t) > 0} (Entropie du Passé).

\mathbf{\Delta S(-t) < 0} (Néguentropie du Futur).

Temps de Planck (\mathbf{t_P}) : Durée entre deux résonances successives, \mathbf{t_P \to \infty} à l'horizon d'un trou noir.

Temps Événementiel (succession de réalisation des résonances \mathbf{t=0}).