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

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008087-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tnhnp
title: Occurrence Download

description: A dataset containing 1060970490 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 1060970490 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177381-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwq6aq
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002795-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uocbsh
title: Occurrence Download

description: A dataset containing 126104048 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 {
 "or" : [
 "License is CC-BY 4.0",
 "License is CC0 1.0"
 ]
 },
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 126104048 records from 2680 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030036-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/xj4wwq0m
title: ISCXTor2016

description: The dataset used in this paper for anomaly multimedia traffic identification in graynet.
DOI: 10.57702/hxoiftc6
title: Computational Capabilities of Random Automata Networks for Reservoir Computing

description: The dataset used in this paper is a collection of Random Boolean Networks (RBNs) with different parameters.
DOI: 10.57702/7ajyqabm
title: MultiHuman

description: MultiHuman dataset is a high-quality dataset for multi-person performance capture, consisting of 150 static scenes with different levels of occlusions and ground truth 3D human models.
DOI: 10.57702/4322vgu4
title: MME

description: MME: A comprehensive evaluation benchmark for multimodal large language models
DOI: 10.57702/jwwdxz1y
title: BBRL Activations Dataset

description: The dataset used in the paper is a collection of activations from a feature extraction network and a reactive network, used to train a Variational Autoencoder (VAE) to learn internal states.
DOI: 10.57702/ehb2nh42
title: GTZAN dataset

description: The GTZAN dataset is a small but popular dataset for genre classification, containing 10 musical genres, with each genre having 100 audio snippets of 30 s length.
DOI: 10.57702/syexrutq
title: NYC Taxi Data

description: The dataset used in this paper is NYC taxi data from 2009 to 2015. It contains trip information including pick-up/drop-oﬀ locations and pick-up/drop-oﬀ times.
DOI: 10.18743/data.00000405
title: Museum closure data (UK, 2000-2025)

description: This repository contains data collected as part of the AHRC-funded Museum Closure in the UK 2000-2025 research project, covering museum closure in the UK between 2000 and 2025 and the flows of objects away from those museums.
description: The data was collected from a range of sources including historical documents, reports, news articles, and personal accounts. It can be integrated with a broader range of data relating to the UK’s changing cultural sector.
DOI: 10.57702/2xr90pis
title: InstaBarcelona

description: The InstaBarcelona dataset contains Instagram images related to Barcelona and its captions.
DOI: 10.57702/yccz0zdk
title: Simulated Federated Learning-Based Prognostics Dataset

description: The dataset used in this paper is a simulated dataset for federated learning-based prognostics.
DOI: 10.57702/qkmbcdje
title: Information Visualization

description: This section gives an overview of visualization techniques that are commonly used in data analysis and that can facilitate the understanding of musical data.
DOI: 10.57702/pk25seuo
title: Visual ERP dataset

description: The dataset used in this paper is a visual ERP dataset collected by Lee and colleagues, which is one of three datasets that were recorded to study BCI-inefficiency across three major BCI paradigms: visual ERP, motor imagery, and steady-state visually evoked potential protocols.
DOI: 10.7910/dvn/cyb9ni
title: Replication Dataset for Rule-Based Electricity Tariff Modeling

description: This dataset provides the complete replication materials for an empirical analysis of regulated electricity tariff dynamics in Turkiye. The replication package enables full reproducibility of the econometric estimations, diagnostic tests, tables, and figures produced in the associated study.

The dataset consists of monthly time-series data spanning January 2011 to October 2025, harmonized to a common frequency and expressed in nominal Turkish lira. The core variables include regulated residential electricity tariffs (constructed as pre-tax monthly bills for a representative household with fixed consumption of 300 kWh), the Consumer Price Index (CPI), day-ahead wholesale electricity market clearing prices (MCP), and the USD/TRY exchange rate. Fixing consumption allows the analysis to focus on tariff formation and adjustment mechanisms rather than quantity effects.

The archive includes:
(1) cleaned and harmonized datasets in Stata and XLSX formats;
(2) Stata do-files implementing unit-root testing, ARDL bounds testing, error-correction modeling, robustness checks, rolling regressions, and diagnostic analysis;
(3) estimation output files reproducing all reported tables; and
(4) scripts and exported figures corresponding to the graphical results.

All estimations were conducted using Stata 17. Data sources are publicly available and include Energy Exchange Istanbul (EXIST/EPIAS), the Turkish Statistical Institute (TurkStat), the Central Bank of the Republic of Türkiye (CBRT), and official electricity tariff schedules published by the Energy Market Regulatory Authority (EMRA). The dataset is intended for academic replication, methodological validation, and policy-oriented analysis of electricity tariff regulation.
description: All data included in this replication package are derived from publicly available sources and official regulatory publications. No proprietary, confidential, or personally identifiable information is included. Consumption quantities are fixed by construction for analytical normalization purposes. The dataset is provided exclusively for research, replication, and policy analysis.
DOI: 10.15468/dl.s2z9zz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((88.780281 23.823399, 88.703519 23.817822, 88.628666 23.80123, 88.55758299999999 23.774036, 88.49203300000001 23.736915, 88.43364 23.690789, 88.383843 23.636802, 88.34386499999999 23.576293, 88.314683 23.51076, 88.297 23.441821, 88.291236 23.371178, 88.297512 23.300572, 88.315656 23.23174, 88.34520500000001 23.166372, 88.385418 23.106072, 88.43529599999999 23.052318, 88.49360799999999 23.006424, 88.55892299999999 22.969513, 88.62963999999999 22.942484, 88.704031 22.925999, 88.780281 22.920459, 88.856532 22.925999, 88.93092300000001 22.942484, 89.00163999999999 22.969513, 89.06695499999999 23.006424, 89.12526699999999 23.052318, 89.175145 23.106072, 89.21535799999999 23.166372, 89.244907 23.23174, 89.263051 23.300572, 89.269327 23.371178, 89.263563 23.441821, 89.24588 23.51076, 89.21669799999999 23.576293, 89.17672 23.636802, 89.12692300000001 23.690789, 89.06853 23.736915, 89.00297999999999 23.774036, 88.93189700000001 23.80123, 88.857044 23.817822, 88.780281 23.823399))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080038-251120083545085/datasets/export for details.
DOI: 10.57702/z6vg554n
title: RAVDESS

description: RAVDESS (Ryerson Audio-Visual Database of Emotional Speech and Song) dataset contains 24 professional actors (12 female, 12 male) to offer the performance with good quality and natural behavior under the emotions: calm, happy, sad, angry, fearful, disgusted and surprised.
DOI: 10.57702/hhro39gw
title: Heart failure clinical records dataset

description: The Heart failure clinical records dataset contains medical records of patients with heart failure.
DOI: 10.57702/vmv3n2vi
title: PaMIR

description: PaMIR dataset is a parametric model-conditioned implicit representation for image-based human reconstruction.
DOI: 10.57702/38ufr78y
title: Cross-topic Argument Mining from Heterogeneous Sources

description: Cross-topic Argument Mining from Heterogeneous Sources.
DOI: 10.57702/rt8hdjxj
title: FLARE 22

description: The dataset used for the experiment of semi-supervised abdominal organ quantification.
DOI: 10.57702/jtqsyaam
title: KITTI Vision Benchmark Suite

description: The KITTI Vision Benchmark Suite is a dataset used for object detection and tracking in autonomous vehicles.
DOI: 10.5066/p1z7rcrc
title: Santa Ana River Native Fish Population and Habitat Data, Santa Ana River, California, 2025

description: This dataset includes fish population and habitat data collected in 2025 to support development of the upper Santa Ana River Habitat Conservation Plan for the Santa Ana Sucker (Catostomus santaanae) and the Arroyo Chub (Gila orcuttii) in the Santa Ana River, California.
DOI: 10.57702/wzos1tvk
title: Regions of the world

description: The dataset is a list of 9 unique regions of the world, used to categorize architectural styles.
DOI: 10.57702/spvafjnb
title: LayoutNet

description: The LayoutNet dataset is a collection of 360-degree images of indoor scenes.
DOI: 10.57702/36ie12qg
title: Full-Scale Wind Power Generator-Supplied Power System

description: The dataset used in this paper is a full-scale wind power generator-supplied power system (FWPS) with four wind power generators (WPGs) and a power grid. The dataset includes parameters such as active power output, reactive power output, and capacitor voltage of each WPG.
DOI: 10.57702/cf697fch
title: Diffusion Exponential Integrator Sampler

description: The dataset used in this paper is a diffusion model for image generation.
DOI: 10.15468/dl.7ztdr6
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Byttneria benensis Britton"
 ]
}

 The dataset includes 230 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300117-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56nxcn
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Magnolia liliiflora Desr."
 ]
}

 The dataset includes 234 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233593-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvsjaa
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saccharum ×sinense Roxb."
 ]
}

 The dataset includes 44 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010657-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-05.2816827/2368018
title: Data for EMSL Project 51287 from May 2023
DOI: 10.15468/dl.rkrbmp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa)",
 "Year is greater than or equal to 1980",
 "TaxonKey is Lissachatina fulica (Bowdich, 1822)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012077-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.50ejhl
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pinus kesiya Royle ex Gordon",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 109 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005060-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-05.2816901/2368019
title: Data for EMSL Project 51287 from May 2023
DOI: 10.15468/dl.uzq57q
title: Occurrence Download

description: A dataset containing 72153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Ailanthus altissima (Mill.) Swingle"
 ]
}

 The dataset includes 72153 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242034-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cu5ag4
title: Occurrence Download

description: A dataset containing 429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Chile",
 "HasCoordinate is true",
 "TaxonKey is Nothofagus Blume",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 429 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010658-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-05.2816146/2368020
title: Data for EMSL Project 51287 from May 2023
DOI: 10.15468/dl.6pm4qa
title: Occurrence Download

description: A dataset containing 1037606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Papaver somniferum L.",
 "TaxonKey is Papaver rhoeas L.",
 "TaxonKey is Papaver dubium L.",
 "TaxonKey is Papaver argemone L.",
 "TaxonKey is Fumaria parviflora Lam.",
 "TaxonKey is Fumaria officinalis L.",
 "TaxonKey is Fumaria capreolata L.",
 "TaxonKey is Chelidonium majus L.",
 "TaxonKey is Oxalis pes-caprae L.",
 "TaxonKey is Oxalis corniculata L."
 ]
 }
 ]
}

 The dataset includes 1037606 records from 1508 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216923-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2nt6yn
title: CCDC 2467102: Experimental Crystal Structure Determination

description: Related Article: Muminjon Hakimov, Ilkhomjon Ortikov, Rasmus Klintrot, Sven Henning, Halima Mouhib, Akmaljon Tojiboev|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nt72t
title: CCDC 2467106: Experimental Crystal Structure Determination

description: Related Article: Muminjon Hakimov, Ilkhomjon Ortikov, Rasmus Klintrot, Sven Henning, Halima Mouhib, Akmaljon Tojiboev|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.18477341
title: Research data supporting "CW laser-induced microlens and PbS nanoparticle formations in Sb2O3-based glasses"
DOI: 10.5281/zenodo.18477342
title: Research data supporting "CW laser-induced microlens and PbS nanoparticle formations in Sb2O3-based glasses"
DOI: 10.15468/dl.25v4qe
title: Occurrence Download

description: A dataset containing 201101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Castor fiber",
 "Year 2016-2026"
 ]
}

 The dataset includes 201101 records from 372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013556-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/8dfe04de-ca89-4f7f-b790-89c6bbf3ec51
title: Hands-on Excellence in Solar Education: Lessons learned from the SEED PV Summer School
DOI: 10.15468/dl.9prvew
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Wollemia nobilis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 69 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013621-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8u4hkq
title: Occurrence Download

description: A dataset containing 106757 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphausia superba"
 ]
}

 The dataset includes 106757 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013565-260129131611470/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.31266514
title: Supplementary Material for: IgE specific to common food allergens and risks of all-cause, cancer, and non-cancer mortality in US adults: A cohort study

description: Background: Recent studies have shown that food allergen-specific IgE is associated with cardiovascular mortality. We aimed to investigate the associations of common food-specific IgE sensitization with all-cause, cancer, and non-cancer mortality. Methods: This study was a cohort analysis using data from the 2005-2006 US National Health and Nutrition Examination Survey (NHANES). Participants examined for allergen-specific IgE were included, and mortality outcomes up to 2019 were ascertained through linkage with the National Death Index. Cox proportional hazards models adjusted for demographic, lifestyle, and clinical factors assessed associations between food-specific IgE sensitization and mortality, with subgroup analyses among participants consuming the corresponding foods. Results: 4,424 adults were included. During a median follow-up of 13.8 years, there were 879 (19.9%) all-cause mortality, including 705 non-cancer mortality and 174 cancer-related mortality. Sensitization to at least 1 animal-derived food (HR 1.32, 95% CI 1.02-1.70, p=0.035) was associated with higher all-cause mortality, particularly for sensitization to milk (HR 1.44, 95% CI 1.08-1.94, p=0.015), shrimp (HR 1.46, 95% CI 1.06-2.01, p=0.022), and egg (HR 1.30, 95% CI 1.04-1.63, p=0.023), but not peanut. For non-cancer mortality, consistent and stronger associations were observed. In food consumers, associations were further strengthened for sensitization to milk (HR 1.63, 95% CI 1.27-2.09, p&lt;0.001), egg (HR 1.58, 95% CI 1.25-2.01, p&lt;0.001), and shrimp (HR 1.89, 95% CI 1.02-3.50, p=0.043) as risk factors for non-cancer mortality. Conclusions: Food-specific IgE sensitization was associated with increased risks of all-cause and non-cancer mortality, suggesting that IgE sensitization may carry systemic implications extending beyond allergy.
DOI: 10.6084/m9.figshare.31266514.v1
title: Supplementary Material for: IgE specific to common food allergens and risks of all-cause, cancer, and non-cancer mortality in US adults: A cohort study

description: Background: Recent studies have shown that food allergen-specific IgE is associated with cardiovascular mortality. We aimed to investigate the associations of common food-specific IgE sensitization with all-cause, cancer, and non-cancer mortality. Methods: This study was a cohort analysis using data from the 2005-2006 US National Health and Nutrition Examination Survey (NHANES). Participants examined for allergen-specific IgE were included, and mortality outcomes up to 2019 were ascertained through linkage with the National Death Index. Cox proportional hazards models adjusted for demographic, lifestyle, and clinical factors assessed associations between food-specific IgE sensitization and mortality, with subgroup analyses among participants consuming the corresponding foods. Results: 4,424 adults were included. During a median follow-up of 13.8 years, there were 879 (19.9%) all-cause mortality, including 705 non-cancer mortality and 174 cancer-related mortality. Sensitization to at least 1 animal-derived food (HR 1.32, 95% CI 1.02-1.70, p=0.035) was associated with higher all-cause mortality, particularly for sensitization to milk (HR 1.44, 95% CI 1.08-1.94, p=0.015), shrimp (HR 1.46, 95% CI 1.06-2.01, p=0.022), and egg (HR 1.30, 95% CI 1.04-1.63, p=0.023), but not peanut. For non-cancer mortality, consistent and stronger associations were observed. In food consumers, associations were further strengthened for sensitization to milk (HR 1.63, 95% CI 1.27-2.09, p&lt;0.001), egg (HR 1.58, 95% CI 1.25-2.01, p&lt;0.001), and shrimp (HR 1.89, 95% CI 1.02-3.50, p=0.043) as risk factors for non-cancer mortality. Conclusions: Food-specific IgE sensitization was associated with increased risks of all-cause and non-cancer mortality, suggesting that IgE sensitization may carry systemic implications extending beyond allergy.