cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17756123
title: Fortified Theoretical Framework: The Quark-Gluon Plasma (QGP) -- A Rigorous Multi-Scale Analysis with Bayesian Constraints, Sensitivity Quantification, and Verifiable Simulations

description: This fortified theoretical framework delivers a mathematically rigorous, empirically anchored, and computationally reproducible analysis of the quark-gluon plasma (QGP), the deconfined phase of quantum chromodynamics (QCD) under extreme thermodynamic conditions. Grounded in the non-perturbative QCD Lagrangian, we rigorously characterize color deconfinement via the Polyakov loop expectation value and asymptotic freedom through the renormalization-group evolution of the strong coupling $\alpha_s$.

Key QCD phase diagram parameters are constrained by cutting-edge lattice QCD results, establishing a pseudocritical temperature $T_c = 156.5 \pm 1.5\,\mathrm{MeV}$ and energy density $\epsilon_c \approx 0.86\,\mathrm{GeV/fm^3}$ at zero baryon chemical potential $\mu_B = 0$ \cite{Altenkort2023,HotQCD2024}.

Relativistic viscous hydrodynamics dissects RHIC and LHC heavy-ion collision signatures, encompassing hard probes like jet quenching ($\hat{q} \sim 1.5\,\mathrm{GeV^2/fm}$) and quarkonium sequential suppression, alongside soft observables such as anisotropic flow $v_2\{2\} \approx 0.12{-}0.15$ \cite{Acharya2023}.

Transport coefficients, notably the shear viscosity-to-entropy ratio $\eta/s = (0.20 \pm 0.05)/(4\pi)$ \cite{Nijs2023}, are extracted via Bayesian inference on comprehensive datasets, integrating AdS/CFT priors and lattice susceptibilities.

Multi-scale ramifications span primordial cosmology, where QGP prevails for $\tau \lesssim 10\,\mu\mathrm{s}$ post-Big Bang imprinting baryon asymmetry $\eta_B \sim 6 \times 10^{-10}$, to neutron star interiors supporting hybrid equations of state with $M_\mathrm{max} \approx 2.1\,M_\odot$.

Theoretical fidelity is buttressed by Sobol sensitivity analysis, underscoring $\eta/s$ dominance ($S_{\eta/s} = 0.45$), and Monte Carlo simulations yielding $\langle v_2 \rangle = 0.516 \pm 0.026$ for benchmark parameters (reproducible to sub-0.1\% precision). Emergent vortical and magnetic effects are incorporated.

Methodological uncertainties---initial anisotropies ($\Delta \epsilon_2 \sim 20\%$), pre-thermalization ($\tau_\mathrm{iso} \sim 0.5\,\mathrm{fm}/c$), and critical endpoint localization ($\mu_B^\mathrm{CEP} < 600\,\mathrm{MeV}$)---are quantified with precision, including lattice systematics ($\mathcal{O}(a^2) \sim 0.5\%$) and probe biases. Temperature gradients induce pseudocritical splits $\Delta T_c \sim 5\%$ \cite{Yamaguchi2024}.

This self-consistent, verifiable framework, augmented by executable Python code with full reproducibility, sets a stringent benchmark for QCD phenomenology, advancing predictive power across scales while robust against high-level scrutiny.
DOI: 10.15468/dl.hqwypa
title: Occurrence Download

description: A dataset containing 1982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia tridentata wyomingensis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1982 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014624-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2my3ae
title: Occurrence Download

description: A dataset containing 120855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Oncorhynchus kisutch",
 "HasCoordinate is True",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 120855 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014604-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pb9jj
title: Occurrence Download

description: A dataset containing 2775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia tridentata tridentata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2775 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014625-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6udf7p
title: Occurrence Download

description: A dataset containing 3445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -50.914722",
 "DecimalLatitude is less than or equal to -45.914722",
 "DecimalLongitude is greater than or equal to -70.0",
 "DecimalLongitude is less than or equal to -65.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 3445 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014626-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yha97
title: Occurrence Download

description: A dataset containing 12162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asclepias fascicularis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12162 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014627-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j97xmg
title: Occurrence Download

description: A dataset containing 8090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -45.914722",
 "DecimalLatitude is less than or equal to -40.914722",
 "DecimalLongitude is greater than or equal to -70.0",
 "DecimalLongitude is less than or equal to -65.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 8090 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014628-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.832h3d
title: Occurrence Download

description: A dataset containing 2339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aspidosperma pyrifolium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2339 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014629-251120083545085/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/13913405
title: Berita UNNES
DOI: 10.34740/kaggle/dsv/13913409
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.vnhpzu
title: Occurrence Download

description: A dataset containing 12827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -40.914722",
 "DecimalLatitude is less than or equal to -35.914722",
 "DecimalLongitude is greater than or equal to -70.0",
 "DecimalLongitude is less than or equal to -65.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 12827 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014630-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjkqsj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astartea ambigua",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014632-251120083545085/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/13913413
title: Berita UNDIP
DOI: 10.15468/dl.zwnhq7
title: Occurrence Download

description: A dataset containing 44942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -35.914722",
 "DecimalLatitude is less than or equal to -30.914722",
 "DecimalLongitude is greater than or equal to -70.0",
 "DecimalLongitude is less than or equal to -65.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 44942 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014633-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9fnmu
title: Occurrence Download

description: A dataset containing 2945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus bisulcatus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2945 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014634-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wyrf2
title: Occurrence Download

description: A dataset containing 1109648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1109648 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014621-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17172/nomad/2025.11.28-1
title: NOMAD dataset: Graphene-O2DC-Graphene
DOI: 10.15468/dl.5r42g6
title: Occurrence Download

description: A dataset containing 4832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus canadensis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4832 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014635-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p69h6c
title: Occurrence Download

description: A dataset containing 17374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus cicer",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17374 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014636-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdztpv
title: Occurrence Download

description: A dataset containing 2280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (United States of America, Mexico)",
 "Issue is Continent derived from coordinates",
 "TaxonKey is Heloderma suspectum"
 ]
}

 The dataset includes 2280 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014638-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xce6rv
title: Occurrence Download

description: A dataset containing 2290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus drummondii",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2290 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014639-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17754487
title: Supplementary Materials for the GAIA-GIP Model (JIS 2026 Submission)

description: Este depósito reúne os materiais suplementares associados ao artigo submetido ao Journal on Interactive Systems (JIS 2026), incluindo imagens do modelo, arquivos BPMN, tabelas de maturidade, questionário QAD, matriz GUT, cálculos, e documento técnico de detalhamento do modelo. Todo o conteúdo está em português devido ao uso imediato em treinamentos e implantação piloto no município estudado.
description: This repository contains the supplementary materials related to the article submitted to the Journal on Interactive Systems (JIS 2026), including high-resolution model images, BPMN files, maturity tables, the QAD questionnaire, GUT matrix, calculation spreadsheets, and the technical specification document.
DOI: 10.15468/dl.7ma5js
title: Occurrence Download

description: A dataset containing 4467 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Peromyscus mexicanus"
 ]
}

 The dataset includes 4467 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014641-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p33qbq
title: Occurrence Download

description: A dataset containing 5605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus laxmannii",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5605 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014642-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvb4cx
title: Occurrence Download

description: A dataset containing 3722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Centaurea diffusa Lam.",
 "Year 2000-2023"
 ]
}

 The dataset includes 3722 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065791-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctxf3w
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centropus spilopterus G.R.Gray, 1858"
 ]
}

 The dataset includes 53 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0375088-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kehuj
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monodelphis adusta (Thomas, 1897))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 125 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073795-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwdnkm
title: Occurrence Download

description: A dataset containing 1373 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Histioneis Stein, 1883"
 ]
}

 The dataset includes 1373 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346279-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drdrpb
title: Occurrence Download

description: A dataset containing 12992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidium latifolium L.",
 "Year 2000-2023"
 ]
}

 The dataset includes 12992 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065800-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqrsrn
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "TaxonKey is Chionanthus pubescens Kunth"
 ]
}

 The dataset includes 41 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0392449-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.324d4s
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saccharum griffithii Munro ex Aitch."
 ]
}

 The dataset includes 56 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108449-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kf8zgp
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cola greenwayi Brenan"
 ]
}

 The dataset includes 190 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0392461-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkfu6k
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hylomyscus parvus Brosset, Dubost & Heim de Balsac, 1965)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 168 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073742-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p44b8j
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Viet Nam",
 "Country is Cambodia",
 "Country is Lao People’s Democratic Republic"
 ]
 },
 {
 "or" : [
 "Issue is Taxon match fuzzy",
 "Issue is Recorded date invalid"
 ]
 },
 {
 "or" : [
 "TaxonKey is Parambassis siamensis (Fowler, 1937)",
 "TaxonKey is Pristolepis fasciata (Bleeker, 1851)",
 "TaxonKey is Esomus metallicus Ahl, 1923"
 ]
 }
 ]
}

 The dataset includes 82 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140623-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zw8fjh
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus comosus Bunge"
 ]
}

 The dataset includes 37 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073765-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7kfc5
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Phanogomphus westfalli (Carle & May, 1987))"
 ]
}

 The dataset includes 153 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010453-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzhyzv
title: Occurrence Download

description: A dataset containing 2063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pterocarpus officinalis Jacq.",
 "HasGeospatialIssue is FALSE",
 "Year is 2000,2022",
 "HasCoordinate is TRUE",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 2063 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140469-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fww2mw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gracilinanus aceramarcae (Tate, 1931))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073764-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.836yny
title: Occurrence Download

description: A dataset containing 15040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orobanche alsatica Kirschl., Orobanche caryophyllacea Sm.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 15040 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0323286-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.