cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18444548
title: A Novel Hypothesis on Immunomodulatory Components in Tick Saliva and Their Potential Role in Alpha-Gal Syndrome

description: Alpha-gal syndrome (AGS) is an IgE-mediated hypersensitivity to galactose-alpha-1,3-galactose (alpha-gal), primarily triggered by tick bites. This conceptual paper proposes a hypothesis positing that a putative salivary component capable of binding alpha-gal, potentially involved in alpha-gal handling in ticks, may contribute to immunosuppression in humans, eliciting delayed anaphylaxis upon red meat ingestion. We incorporate precise scientific details, including immunosuppressive molecules like prostaglandin E₂ (PGE₂), glycosylated proteins, and glycolipids in tick saliva that skew immunity toward Th2 responses and facilitate IgE class switching. The delayed symptom onset is attributed to glycolipid digestion and absorption kinetics. To enhance rigor, we include structural predictions using AlphaFold, molecular docking simulations, delay differential equations for modeling delays, stochastic modeling, bifurcation analysis, detailed experimental protocols, proteomics comparisons for Middle Eastern ticks like Hyalomma, and additional figures such as pathway diagrams, phylogenetic trees, and heatmaps. Expanded details on animal models (e.g., alpha-gal deficient mice with live tick infestation, zebrafish for immune studies, gene-edited pigs for translational anaphylaxis modeling with percutaneous sensitization and GalSafe pigs for allergen-free applications), comparison of tick species (e.g., Amblyomma americanum vs. Ixodes scapularis, and Middle Eastern species like Hyalomma and Rhipicephalus), a section on experimental evidence, treatments/management strategies (e.g., avoidance diets, epinephrine, emerging therapies like omalizumab and auricular acupuncture), and expanded details on clinical trials (e.g., GI Alpha-Gal Study NCT06268717 with symptom scoring and immune markers, Alpha-gal Pork Challenge NCT04828317 with anaphylaxis endpoints) are added. The model is supported by rigorous mathematical derivations using differential equations for immune dynamics, real CDC data (110,000 suspected cases from 2010--2022, up to 450,000 affected), and Python simulations with biopython and scipy. Advanced sensitivity analysis via Sobol indices (e.g., β: 0.45, λ: 0.38), Bayesian inference for uncertainty quantification, quantitative statistics (e.g., Pearson correlations), and falsifiability criteria are included. Chemical and biological equations delineate pathways, with applications, a manufacturing roadmap, laboratory protocols, and experimental validations. Evidentiary support from peer-reviewed studies fills gaps, providing conclusive proofs, mechanisms, and analytical insights for scientists and experts.
DOI: 10.15468/dl.vr6su6
title: Occurrence Download

description: A dataset containing 46959071 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Continent derived from coordinates",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2010-2026"
 ]
}

 The dataset includes 46959071 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003620-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajqqg8
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixalotriton parvus"
 ]
}

 The dataset includes 82 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003626-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18444577
title: Nasdaq and KOSPI Daily Index Dataset for Semiconductor Value Chain Analysis (2023-2025)

description: This dataset provides daily closing prices for the Nasdaq Composite Index (^IXIC) and the KOSPI Index (^KS11) from January 2023 to November 2025.
DOI: 10.5281/zenodo.18444576
title: Nasdaq and KOSPI Daily Index Dataset for Semiconductor Value Chain Analysis (2023-2025)

description: This dataset provides daily closing prices for the Nasdaq Composite Index (^IXIC) and the KOSPI Index (^KS11) from January 2023 to November 2025.
DOI: 10.34740/kaggle/dsv/14691103
title: Booru.org Top Leaderboard
DOI: 10.15468/dl.529acp
title: Occurrence Download

description: A dataset listing the 25 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Xylophagidae"
 ]
}

 The dataset's 25 records were derived from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003625-260129131611470/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/14691117
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5m5ag6
title: Occurrence Download

description: A dataset containing 83216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dodonaea viscosa"
 ]
}

 The dataset includes 83216 records from 736 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003619-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qe5utp
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Egypt",
 "OccurrenceStatus is Present",
 "TaxonKey is Orobanche"
 ]
}

 The dataset includes 95 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011175-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5syyy
title: Occurrence Download

description: A dataset containing 5520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sambucus canadensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5520 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011176-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe3egm
title: Occurrence Download

description: A dataset containing 213 records in GBIF matching the query:
SELECT
 '418' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 37.42857426825602
 AND decimalLatitude &lt;= 41.89415215079384
 AND decimalLongitude &gt;= 86.346182691082
 AND decimalLongitude &lt;= 95.90519603780048
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 213 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011170-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqa6eg
title: Occurrence Download

description: A dataset containing 38069 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tilia tomentosa"
 ]
}

 The dataset includes 38069 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011177-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbb9js
title: Occurrence Download

description: A dataset containing 1436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum odoratissimum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1436 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011178-260120142942310/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.31146367
title: Source Data for Quantum Control of Hubbard Excitons

description: Source data for the figures in the main text, including equilibrium infrared optical spectroscopy, and time-resolved third-harmonic generation experiments, as well as three-level and holon-doublon theoretical modeling.
DOI: 10.6084/m9.figshare.31146367.v1
title: Source Data for Quantum Control of Hubbard Excitons

description: Source data for the figures in the main text, including equilibrium infrared optical spectroscopy, and time-resolved third-harmonic generation experiments, as well as three-level and holon-doublon theoretical modeling.
DOI: 10.15468/dl.tvrxm5
title: Occurrence Download

description: A dataset containing 1028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum rhytidophyllum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1028 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011180-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6v76d
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Proechimys hoplomyoides"
 ]
}

 The dataset includes 123 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011181-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.grohfmey
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4 records)
DOI: 10.15468/dl.bddbkv
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anopterus glandulosus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 316 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011182-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbqqhx
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Escallonia rubra",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 385 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011183-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afeccy
title: Occurrence Download

description: A dataset containing 513 records in GBIF matching the query:
SELECT
 '419' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 37.42857426825602
 AND decimalLatitude &lt;= 41.89415215079384
 AND decimalLongitude &gt;= 92.10259487048747
 AND decimalLongitude &lt;= 101.89927079016302
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 513 records were derived from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011179-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jece8d
title: Occurrence Download

description: A dataset containing 197925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "Geometry POLYGON((-126.03 48.59,-103.86 48.59,-103.86 60.32,-126.03 60.32,-126.03 48.59))",
 "HasCoordinate is true",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 197925 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011144-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7s6tud
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Herps Specimens, FHSM Herps Collection, Biodiversity Research and Teaching Collections - TCWC Vertebrates, University of Michigan Museum of Zoology, Division of Reptiles & Amphibians, UTA Reptiles, KUBI Herpetology Collection, NCSM Herpetology Collection, University of Florida Herpetology, NatureServe Network Species Occurrence Data)",
 "Geometry POLYGON((-105.41026 36.13708,-101.94108 36.13708,-101.94108 39.31093,-105.41026 39.31093,-105.41026 36.13708))",
 "HasGeospatialIssue is false",
 "TaxonKey is Sistrurus"
 ]
}

 The dataset includes 44 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011184-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smsddk
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.35811 45.01655,-73.37819 44.70568,-73.23937 44.66056,-73.40551 44.11366,-73.45084 43.58738,-73.26647 43.57452,-73.29991 42.7644,-73.05664 42.73683,-72.46621 42.72961,-72.52104 43.02488,-72.46572 43.41869,-72.24322 43.65385,-72.00366 44.16117,-71.88574 44.20004,-71.60243 44.44486,-71.5406 44.56092,-71.58282 44.83727,-71.46994 45.02863,-73.35811 45.01655))",
 "TaxonKey is Ophioglossum",
 "Year 1000-1990"
 ]
}

 The dataset includes 41 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011185-260120142942310/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/14616677
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.cdh2qh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Escallonia spinulosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011186-260120142942310/datasets/export for details.
DOI: 10.5281/zenodo.16788776
title: Supporting datasets used in African Journal of Marine Science entitled "Empirical knowledge versus biophysical models: A combined analysis of the factors influencing the abundance of the belt fish (Trichiurus lepturus Linnaeus, 1758) in Senegal"

description: This archive contains text files corresponding to datasets used in the

African Journal of Marine Science entitled "Empirical knowledge versus biophysical models: A combined analysis of the factors influencing the abundance of the belt fish (Trichiurus lepturus Linnaeus, 1758) in Senegal"

by Badara Sané, Ibrahima Camara, Modou Thiaw, Ibrahima Sidiki Ba, Amadou Thierno Gaye

The data are in standard text file format, which are readily readable using standard text tools.

Variables names/content/dimensions and units are described in the text metadata.
DOI: 10.5281/zenodo.16788777
title: Supporting datasets used in African Journal of Marine Science entitled "Empirical knowledge versus biophysical models: A combined analysis of the factors influencing the abundance of the belt fish (Trichiurus lepturus Linnaeus, 1758) in Senegal"

description: This archive contains text files corresponding to datasets used in the

African Journal of Marine Science entitled "Empirical knowledge versus biophysical models: A combined analysis of the factors influencing the abundance of the belt fish (Trichiurus lepturus Linnaeus, 1758) in Senegal"

by Badara Sané, Ibrahima Camara, Modou Thiaw, Ibrahima Sidiki Ba, Amadou Thierno Gaye

The data are in standard text file format, which are readily readable using standard text tools.

Variables names/content/dimensions and units are described in the text metadata.
DOI: 10.15468/dl.c895qz
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Forgesia racemosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011188-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18369584
title: Research data: Immersion levels and reinforcement learning metrics for VR AI agents (Project ALBG)

description: Abstract: This dataset contains research data and technical documentation from the "ALBG" project (Automatic Long-term Behavior Generator). The project aimed to create advanced tools for implementing credible AI in Virtual Reality (VR) environments using machine learning and decision trees.

The repository includes:





Technical Documentation: Manuals for the Strategy Visualization Module (MWS) and decision tree interpretation in the ALBG tool.




Simulation Data: Results from the training phase of the AI agents, including performance metrics from over 10,000,000 simulated matches (as per Stage 2 of the project).




Validation Metrics: Data comparing the efficiency of the new MPD (Decision Process Model) versus standard Finite State Machine AI.



The research addresses the challenge of low immersion in VR games by implementing adaptive AI capable of long-term strategic planning. The data demonstrates the optimization of the AI's "objective function" (time of game, win rate) and the visualization of decision paths.
DOI: 10.5281/zenodo.18369583
title: Research data: Immersion levels and reinforcement learning metrics for VR AI agents (Project ALBG)

description: Abstract: This dataset contains research data and technical documentation from the "ALBG" project (Automatic Long-term Behavior Generator). The project aimed to create advanced tools for implementing credible AI in Virtual Reality (VR) environments using machine learning and decision trees.

The repository includes:





Technical Documentation: Manuals for the Strategy Visualization Module (MWS) and decision tree interpretation in the ALBG tool.




Simulation Data: Results from the training phase of the AI agents, including performance metrics from over 10,000,000 simulated matches (as per Stage 2 of the project).




Validation Metrics: Data comparing the efficiency of the new MPD (Decision Process Model) versus standard Finite State Machine AI.



The research addresses the challenge of low immersion in VR games by implementing adaptive AI capable of long-term strategic planning. The data demonstrates the optimization of the AI's "objective function" (time of game, win rate) and the visualization of decision paths.
DOI: 10.34740/kaggle/dsv/14616603
title: Endophytic_Fungus_Aspergillus_sydowii
DOI: 10.15468/dl.9ftypz
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polyosma cambodiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 90 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011190-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.