cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gd8duu
title: Occurrence Download

description: A dataset containing 5391054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Specimen)",
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5391054 records from 1074 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035532-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjwwfx
title: Occurrence Download

description: A dataset containing 42440 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laurus nobilis L."
 ]
}

 The dataset includes 42440 records from 432 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141140-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lreqe2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Alstroemeria albescens M.C.Assis",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008616-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avdb4g
title: Occurrence Download

description: A dataset containing 1560 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Anairetes nigrocristatus Taczanowski, 1884"
 ]
}

 The dataset includes 1560 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037673-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77dc25
title: Occurrence Download

description: A dataset containing 2410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gomphocarpus cancellatus (Burm.fil.) Bruyns"
 ]
}

 The dataset includes 2410 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122229-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z90sdc
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycium tenuispinosum Miers"
 ]
}

 The dataset includes 206 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008616-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4p8uc
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichosanthes schlechteri Cogn. ex Harms"
 ]
}

 The dataset includes 44 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130946-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zm3nfj
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Garrulax sannio Swinhoe, 1867"
 ]
}

 The dataset includes 261 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037771-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzx8yt
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tangara argyrofenges (P.L.Sclater & Salvin, 1876)"
 ]
}

 The dataset includes 366 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0347308-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8acbtd
title: Occurrence Download

description: A dataset containing 137986 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Myristicaceae)"
 ]
}

 The dataset includes 137986 records from 735 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037733-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5gec4
title: Occurrence Download

description: A dataset containing 29045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-2.87842 45.07662,-2.65869 41.26459,3.40576 40.46701,4.85596 44.85898,-2.87842 45.07662))",
 "HasGeospatialIssue is false",
 "TaxonKey is Capreolus capreolus (Linnaeus, 1758)"
 ]
}

 The dataset includes 29045 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067359-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ejqxm
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Neoraimondia arequipensis (Meyen) Backeb."
 ]
}

 The dataset includes 54 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002051-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdwwjn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus magnicaespes D.F.Cui"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037762-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wu6sq
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Akodon fumeus Thomas, 1902"
 ]
}

 The dataset includes 201 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074104-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsjar3
title: Occurrence Download

description: A dataset containing 6055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-88.9962715900000063 39.8223373900000013, -88.9962715900000063 39.8350867199999996, -88.9962715900000063 39.8425238199999967, -88.9962715900000063 39.8531482599999975, -88.9962715900000063 39.8605853600000017, -88.9962715900000063 39.8706785800000034, -88.9962715900000063 39.8754595699999967, -88.9846075500000069 39.8754595699999967, -88.9761253900000071 39.8754595699999967, -88.9628720299999998 39.8754595699999967, -88.9480282600000010 39.8754595699999967, -88.9390159799999935 39.8754595699999967, -88.9289434199999960 39.8754595699999967, -88.9151599199999936 39.8754595699999967, -88.9045572299999947 39.8754595699999967, -88.8971342600000014 39.8754595699999967, -88.8971342600000014 39.8658975800000022, -88.8971342600000014 39.8542107000000030, -88.8971342600000014 39.8462423799999996, -88.8971342600000014 39.8366803799999971, -88.8971342600000014 39.8223373900000013, -88.9093284399999959 39.8223373900000013, -88.9199311299999948 39.8223373900000013, -88.9273530199999982 39.8223373900000013, -88.9400762500000042 39.8223373900000013, -88.9570405500000021 39.8223373900000013, -88.9665829700000046 39.8223373900000013, -88.9761253900000071 39.8223373900000013, -88.9893787599999939 39.8223373900000013, -88.9962715900000063 39.8223373900000013))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 6055 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117932-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rbqsx
title: Occurrence Download

description: A dataset containing 134083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is China",
 "Country is Chinese Taipei",
 "Country is Hong Kong"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Lycopodiopsida",
 "TaxonKey is Polypodiopsida"
 ]
 }
 ]
}

 The dataset includes 134083 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062417-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z86q8m
title: Occurrence Download

description: A dataset containing 39170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-191.77734 66.62109,-220.95703 60.64453,-228.69141 53.96484,-222.01172 50.44922,-230.09766 44.12109,-242.05078 42.36328,-244.51172 36.73828,-241.34766 27.59766,-237.48047 10.01953,-234.31641 -3.33984,-222.01172 -11.07422,-213.57422 -24.08203,-213.22266 -34.27734,-215.68359 -47.98828,-206.54297 -86.30859,-71.89453 -85.95703,-62.40234 -65.21484,-72.24609 -49.39453,-66.62109 -14.23828,-76.11328 -9.66797,-74.35547 3.69141,-92.28516 16.69922,-103.18359 19.86328,-119.70703 37.79297,-124.62891 49.04297,-131.66016 57.83203,-147.83203 62.40234,-166.46484 66.62109,-191.77734 66.62109))",
 "TaxonKey is Gleicheniales"
 ]
}

 The dataset includes 39170 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0343690-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17799183
title: Dataset for the article 'Multimodal oscillator networks learn to solve a classification problem'

description: This dataset includes the simulation results and codes associated to the article 'Multimodal oscillator networks learn to solve a classification problem'.
DOI: 10.5281/zenodo.17799184
title: Dataset for the article 'Multimodal oscillator networks learn to solve a classification problem'

description: This dataset includes the simulation results and codes associated to the article 'Multimodal oscillator networks learn to solve a classification problem'.
DOI: 10.15468/dl.s2nej3
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((100.88517 27.5594,109.89829 27.5594,109.89829 34.78103,100.88517 34.78103,100.88517 27.5594))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ailuropoda melanoleuca",
 "Year 1980-2025"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024094-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sjdyx
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ammospermophilus nelsoni",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 768 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024093-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4k3xw
title: Occurrence Download

description: A dataset containing 6234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Euonymus oxyphyllus, Euonymus pallidifolius, Euonymus parasimilis, Euonymus phellomanus, Euonymus pittosporoides)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6234 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024092-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/pfsiif
title: PAN-00012914 - iron leaf-shaped spear-/lance head

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00012914&lt;/p&gt;
description: Modified: 2025-07-08T10:20:02+02:00
DOI: 10.15468/dl.fq2mcn
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry MULTIPOLYGON (((10.626376968401459 48.5391961771574, 10.761358284700401 48.5391961771574, 10.761358284700401 48.62875260305705, 10.626376968401459 48.62875260305705, 10.626376968401459 48.5391961771574)))",
 "KingdomKey is one of (Animalia, Fungi, Plantae)",
 "EventDate is greater than or equal to 2015-01-01",
 "Modified is greater than or equal to 2025-11-20"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024095-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17670815
title: Ignition probability models and raster layers in Chile

description: This dataset comprises the results and input data used in the calibration of human-caused ignition probability in continental Chile.  It contains (1) the location of the igntions points used for model calibration (Random Forest), (2) the covariates to predict ignition likelihood, (3) RData objects with fitted models, (4) individual raster layers of predicted ignition likelihood across 100 model realizations and (5) aggregated results depiction the average ignition probabilty and its local variability.
DOI: 10.5281/zenodo.17670816
title: Ignition probability models and raster layers in Chile

description: This dataset comprises the results and input data used in the calibration of human-caused ignition probability in continental Chile.  It contains (1) the location of the igntions points used for model calibration (Random Forest), (2) the covariates to predict ignition likelihood, (3) RData objects with fitted models, (4) individual raster layers of predicted ignition likelihood across 100 model realizations and (5) aggregated results depiction the average ignition probabilty and its local variability.
DOI: 10.15468/dl.gbqmfg
title: Occurrence Download

description: A dataset containing 2573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lithobates warszewitschii"
 ]
}

 The dataset includes 2573 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024096-251120083545085/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/13968985
title: Nepali News Classification Dataset
DOI: 10.15468/dl.dp2f4m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pulchrana melanomenta"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024097-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17799375
title: TU-GUT-SYSY v4 – Fractal Golden Structure of the Entropic Vacuum

description: This 8-page independent theoretical paper (Simon Soliman, Rome, 4 December 2025) constitutes the fourth and latest development of the TU-GUT-SYSY programme (v1 DOI 10.5281/zenodo.17794324 | v2 DOI 10.5281/zenodo.17795466 | v3 DOI 10.5281/zenodo.17795769).Within the ontological principle that spacetime exists only where electromagnetic vacuum entanglement entropy S_ent can still increase, the geometry that locally maximises the rate of entropy growth around already-saturated regions is rigorously shown to be the golden (equiangular) logarithmic spiral  r(θ) = a φ^(2θ/π)  where φ = (1 + √5)/2 ≈ 1.6180339887 is the golden ratio.The emergence of φ is derived as the unique fixed point of the recursive maximisation of added entanglement area when successive hierarchical shells of saturated vacuum force the surrounding field to reorganise on larger scales.A direct quantitative consequence is the exact reproduction — with zero adjustable parameters — of the observed local dark-matter energy density  ρ_DM = 0.300 ± 0.015 GeV cm⁻³  from the golden-ratio scaling of galactic magnetic coherence lengths and the resulting shell-energy summation.The same fractal golden structure accounts for  the ubiquitous logarithmic spiral arms of disk galaxies (pitch angle distribution peaked at the golden angle 137.5°),  


the spiral accretion flows observed by the Event Horizon Telescope in M87* and Sgr A*,  


the self-similar filament thickness ratios in the cosmic web,  


and the phyllotactic patterns seen in radio lobes and relativistic jets.


 

The universe, in its thermodynamic drive to maximise electromagnetic entanglement entropy at every scale, is therefore predicted to self-organise into a discrete, hierarchical, golden-ratio fractal governed by the single recurrence r_{n+1} = φ r_n.No new fields, no free parameters, no fine-tuning.
DOI: 10.6084/m9.figshare.30772997
title: Supplementary Material for: EndoTrac-assisted vs conventional ESD in superficial gastric neoplasms: A multicenter randomized controlled trial

description: Background and Aims: Endoscopic submucosal dissection (ESD) is a technically demanding curative treatment for early gastric cancer. The EndoTrac traction device was designed to enhance maneuverability during ESD. This study evaluated whether EndoTrac-assisted ESD (ET-ESD) improves outcomes versus conventional ESD (C-ESD) in patients with superficial gastric neoplasms.
Methods: In this multicenter, single-blind, randomized controlled trial, 142 patients from 11 Japanese centers were assigned to undergo ET-ESD (n=72) or C-ESD (n=70). The primary endpoint was ESD procedure time. Secondary endpoints included efficacy, safety, and device-related outcomes. Operator experience, lesion characteristics, knife type, and institutional ESD volume were recorded and analyzed.
Results: Median procedure times were 53.5 minutes for ET-ESD and 57.0 for C-ESD (P=0.56). Among trainees, ET-ESD was associated with a shorter procedure time than C-ESD (59.0 vs. 85.5 minutes; P=0.02). In subgroup analyses of trainee cases, shorter times with ET-ESD were associated with several scenarios (e.g., lesions ≤20 mm, upper/middle third of the lesser curvature, needle-type knife, and low-volume centers). In a multivariable analysis among trainees, ET-ESD remained independently associated with shorter procedure time (B= -24.8 minutes; 95% CI, -43.8 to -5.8; P=0.012). In the overall cohort, en bloc and R0 resection rates, adverse events, and device-related complications were similar between groups.
Conclusions: ET-ESD did not significantly shorten procedure time in the overall cohort. Nonetheless, exploratory subgroup analyses suggested potential benefits among trainees, small lesions, technically challenging locations, and low-volume centers.
DOI: 10.6084/m9.figshare.30772997.v1
title: Supplementary Material for: EndoTrac-assisted vs conventional ESD in superficial gastric neoplasms: A multicenter randomized controlled trial

description: Background and Aims: Endoscopic submucosal dissection (ESD) is a technically demanding curative treatment for early gastric cancer. The EndoTrac traction device was designed to enhance maneuverability during ESD. This study evaluated whether EndoTrac-assisted ESD (ET-ESD) improves outcomes versus conventional ESD (C-ESD) in patients with superficial gastric neoplasms.
Methods: In this multicenter, single-blind, randomized controlled trial, 142 patients from 11 Japanese centers were assigned to undergo ET-ESD (n=72) or C-ESD (n=70). The primary endpoint was ESD procedure time. Secondary endpoints included efficacy, safety, and device-related outcomes. Operator experience, lesion characteristics, knife type, and institutional ESD volume were recorded and analyzed.
Results: Median procedure times were 53.5 minutes for ET-ESD and 57.0 for C-ESD (P=0.56). Among trainees, ET-ESD was associated with a shorter procedure time than C-ESD (59.0 vs. 85.5 minutes; P=0.02). In subgroup analyses of trainee cases, shorter times with ET-ESD were associated with several scenarios (e.g., lesions ≤20 mm, upper/middle third of the lesser curvature, needle-type knife, and low-volume centers). In a multivariable analysis among trainees, ET-ESD remained independently associated with shorter procedure time (B= -24.8 minutes; 95% CI, -43.8 to -5.8; P=0.012). In the overall cohort, en bloc and R0 resection rates, adverse events, and device-related complications were similar between groups.
Conclusions: ET-ESD did not significantly shorten procedure time in the overall cohort. Nonetheless, exploratory subgroup analyses suggested potential benefits among trainees, small lesions, technically challenging locations, and low-volume centers.