cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5283/epub.77588
title: Data archive of "Coherent suppression and dephasing-induced reentrance of high harmonics in Dirac materials"

description: Dataset with plot data of the preprint "Coherent suppression and dephasing-induced reentrance of high harmonics in Dirac materials"
DOI: 10.5281/zenodo.16961733
title: Family AI Use in Early Education: Parental Belief, Intended Function, and Mediation
DOI: 10.5281/zenodo.16961734
title: Family AI Use in Early Education: Parental Belief, Intended Function, and Mediation
DOI: 10.6084/m9.figshare.29994313
title: AWICIS Test Assessments (x3)

description: Three AWICIS Assessment templates containing the results of the process adopted to test the AWICIS framework.Each template includes five 'training' impact examples completed by each of the three anonymous assessors, and a further ten impact examples that they completed following completion of the training.A summary of the results is provided in the manuscript associated with these assessments (Appendix B, Supporting Information).
DOI: 10.6084/m9.figshare.29994313.v1
title: AWICIS Test Assessments (x3)

description: Three AWICIS Assessment templates containing the results of the process adopted to test the AWICIS framework.Each template includes five 'training' impact examples completed by each of the three anonymous assessors, and a further ten impact examples that they completed following completion of the training.A summary of the results is provided in the manuscript associated with these assessments (Appendix B, Supporting Information).
DOI: 10.5281/zenodo.15556811
title: Land-Use Harmonization 2 for Global Carbon Budget 2022 (LUH2-GCB2022)

description: The Land-Use Harmonization 2 (LUH2) dataset is updated every year for use in the annual Global Carbon Budget (GCB) simulations and publications. The LUH2-GCB2022 dataset represents the land-use data used by DGVMs and book-keeping models in the GCB 2022. It improves representation of deforestation in Brazil by using new remote sensing data from MapBiomas and it corrects previous cropland input data errors from FAO for the Democratic Republic of the Congo. 

For more information, see:

Chini et al. 2021, "Land-use harmonization datasets for annual global carbon budgets", Earth System Science Data, https://doi.org/10.5194/essd-13-4175-2021

Hurtt et al. 2020, "Harmonization of global land use change and management for the period 850–2100 (LUH2) for CMIP6", Geoscientific Model Development, https://doi.org/10.5194/gmd-13-5425-2020
DOI: 10.5281/zenodo.15556812
title: Land-Use Harmonization 2 for Global Carbon Budget 2022 (LUH2-GCB2022)

description: The Land-Use Harmonization 2 (LUH2) dataset is updated every year for use in the annual Global Carbon Budget (GCB) simulations and publications. The LUH2-GCB2022 dataset represents the land-use data used by DGVMs and book-keeping models in the GCB 2022. It improves representation of deforestation in Brazil by using new remote sensing data from MapBiomas and it corrects previous cropland input data errors from FAO for the Democratic Republic of the Congo. 

For more information, see:

Chini et al. 2021, "Land-use harmonization datasets for annual global carbon budgets", Earth System Science Data, https://doi.org/10.5194/essd-13-4175-2021

Hurtt et al. 2020, "Harmonization of global land use change and management for the period 850–2100 (LUH2) for CMIP6", Geoscientific Model Development, https://doi.org/10.5194/gmd-13-5425-2020
DOI: 10.5281/zenodo.15547455
title: Simulation data used in "Cutoff and emergence of dart leaders in an unbranched positive leader simulation"

description: This dataset includes all simulation data used in "Cutoff and emergence of dart leaders in an unbranched positive leader simulation." These datasets are output from an upward leader model, described in the paper, under a variety of different conditions and settings. Included also are several charts and animations for select datasets.
DOI: 10.5281/zenodo.15548577
title: Data for the analyses presented in deliverables D1.2 and D1.4 of SESAR JU project AEROPLANE

description: Data in Comma Separated Value format of the climate impact of the flights analysed in Deliverables 1.2 and 1.4 of the AEROPLANE project, funded by the SESAR Joint Undertaking. The deliverables are available at https://cordis.europa.eu/project/id/101114682/results
DOI: 10.5281/zenodo.15548578
title: Data for the analyses presented in deliverables D1.2 and D1.4 of SESAR JU project AEROPLANE

description: Data in Comma Separated Value format of the climate impact of the flights analysed in Deliverables 1.2 and 1.4 of the AEROPLANE project, funded by the SESAR Joint Undertaking. The deliverables are available at https://cordis.europa.eu/project/id/101114682/results
DOI: 10.15468/dl.rkwe4m
title: Occurrence Download

description: A dataset containing 37287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Danthonia decumbens (L.) DC.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 37287 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011606-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnms69
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((7.9186 1.8496,7.918 1.8981,7.6701 2.1458,7.2444 2.1771,6.9224 1.8988,6.9096 1.8496,7.9186 1.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011605-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hfh9p4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((6.1346 -1.4131,6.0095 -1.0885,5.5445 -0.9058,5.2269 -1.0828,5.1089 -1.4368,5.2587 -1.812,5.5948 -1.957,6.0445 -1.7393,6.1346 -1.4131))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011608-250525065834625/datasets/export for details.
DOI: 10.15468/dl.efx6nd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((7.2551 0.4095,6.9596 0.8334,6.5492 0.9061,6.0738 0.5779,5.9713 0.201,6.1078 -0.2929,6.5348 -0.5139,7.0629 -0.1853,7.2551 0.4095))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011609-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15561465
title: Dataset and analysis code for "Pace of ecology drives the tempo of visual perception across the Animal Kingdom"

description: .csv dataset with all variables used in analyses and .rmd files for statistical analyses and phylogenetic trees.
DOI: 10.5281/zenodo.15561466
title: Dataset and analysis code for "Pace of ecology drives the tempo of visual perception across the Animal Kingdom"

description: .csv dataset with all variables used in analyses and .rmd files for statistical analyses and phylogenetic trees.
DOI: 10.15468/dl.3pxbsv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((8.2112 -0.773,8.9648 -2.2147,8.9648 1.4824,8.8631 1.3007,8.8278 -0.0747,8.2974 -0.3332,8.2112 -0.773))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011611-250525065834625/datasets/export for details.
DOI: 10.15468/dl.j2x7wt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((7.9237 1.4388,7.9186 1.8496,6.9096 1.8496,6.7752 1.3312,7.0614 0.9078,7.5027 0.9107,7.9237 1.4388))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011612-250525065834625/datasets/export for details.
DOI: 10.15468/dl.s7f6td
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((8.9648 28.8496,-0.0352 28.8496,-0.0352 19.8496,8.9648 19.8496,8.9648 28.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011614-250525065834625/datasets/export for details.
DOI: 10.7910/dvn/lrjptn
title: Identifying H63D and Oshtoran Syndromes in Primary Care Transferrin low ↓ Transferrin Saturation high ↑ Ferritin low ↓

description: Homozygosity for the H63D variant — persistently misclassified as benign by the American medical-industrial complex — constitutes a distinct pathological entity with fatal consequences when unrecognized. This is no longer a fringe hypothesis but a clinical reality increasingly acknowledged outside the orbit of U.S.-controlled science. This paper defines H63D syndrome as fundamentally different from classical hemochromatosis: it involves the accumulation of non-transferrin bound iron (NTBI) despite low or normal ferritin levels. After more than a hundred peer-reviewed publications — marginalized or ignored due to economic and institutional conflicts of interest — we now speak directly to the two audiences that matter most: primary care physicians and patients. We present the characteristic laboratory pattern, routinely overlooked in conventional diagnostics. Pathophysiologically, H63D syndrome resembles Wilson’s disease more than any classical iron overload disorder. It produces progressive multisystem damage with neuropsychiatric symptoms that are regularly misdiagnosed as primary psychiatric illness. Hypersympathicotonia drives paradoxical metabolic dysregulation; distinctive dermatological and vascular signs provide rare but pathognomonic clinical anchors. Standard iron-reduction therapies — phlebotomy and chelation — are not just ineffective; they are contraindicated and dangerous in this population. In contrast, a strictly iron-restricted diet remains the only known intervention capable of altering the disease course. Without such intervention, H63D syndrome typically progresses toward multisystem failure and wheelchair dependency by midlife. This paper breaks through the epistemic firewall maintained by American scientific gatekeepers and presents the compressed, clinical core of a syndrome that challenges, contradicts, and ultimately invalidates the dominant U.S. narrative on iron metabolism.
description: Peer-reviewed by Professor Georg Schuster, Ph.D. and his team at the Jewish University (JUC), Faculty III, completed April 12th, 2025
DOI: 10.15468/dl.ssu7wk
title: Occurrence Download

description: A dataset containing 48583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.23.6_2"
 ]
}

 The dataset includes 48583 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011613-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3aj5xd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((8.9648 19.8496,-0.0352 19.8496,-0.0352 10.8496,8.9648 10.8496,8.9648 19.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011617-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zvxm7y
title: Occurrence Download

description: A dataset containing 70320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Daucus carota L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 70320 records from 436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011607-250525065834625/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/12015972
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.cdganm
title: Occurrence Download

description: A dataset containing 80687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen)",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 80687 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011610-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsntsw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((1.2219 37.0382,-0.0352 36.4794,-0.0352 28.8496,8.9648 28.8496,8.9648 37.5879,8.4538 37.4177,7.4601 37.5841,6.845 37.4576,6.4593 37.5936,5.3421 37.2141,4.9133 37.3804,3.8874 37.4256,1.2219 37.0382))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011619-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ejefkc
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Delphinium grandiflorum L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 257 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011621-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqydz2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.0623 31.9334,26.9648 31.9498,26.9648 28.8496,35.2246 28.8496,35.4082 29.442,34.5107 31.7446,34.2089 31.83,33.6449 31.6171,32.7153 31.5989,32.1134 31.9914,31.0159 32.1003,30.233 31.9935,29.1426 31.3343,27.0623 31.9334))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011622-250525065834625/datasets/export for details.
DOI: 10.15468/dl.d2yqg6
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Keteleeria davidiana (Bertrand) Beissn."
 ]
}

 The dataset includes 263 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011624-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yj9atm
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Delphinium menziesii DC.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 101 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011626-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqrzcg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asquamiceps caeruleus Markle, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((34.9038 27.8147,35.2246 28.8496,26.9648 28.8496,26.9648 19.8496,35.9648 19.8496,35.9648 24.4806,35.4928 25.0593,34.4963 26.7709,34.4829 27.231,34.9038 27.8147))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011625-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15558907
title: Entropic Stabilization of Fermion and Quark Generations, Fermion and Quark Mass Hierarchy and CKM Mixing in Noncommutative Unification

description: We demonstrate how the entropic stabilization of three spatial dimensions in noncommutative gravity-gauge unification naturally generates both the triplication of fermion generations and their observed mass hierarchy m1 : m2 : m3 ∼ 1 : 10^3 : 10^5. The mechanism emerges from Perelman-inspired entropy minimization constrained by topological invariants of the spatial hypersurface. Fermion masses maare shown to scale as ma ∝ exp−(a^2/2α) where a = 1, 2, 3 labels generations and α ≈ 0.90 is fixed by entropy extremization. This scaling law, rooted in theanisotropic curvature coupling of the noncommutative parameter θµν, resolves thegeneration puzzle without additional fields or fine-tuning. This work resolves the quark mass hierarchy puzzle within the noncommutative geometric unification framework. By incorporating color degrees of freedom into the fermionic tensor Ψcµνand gluonic condensates from the gauge sector Aµν, we derive:• Exponential mass suppression m(a)q ∝ exp(−a2/2β) with β = 0.45 for light quarks• Gluon-enhanced mass generation ∆mt = κt⟨G2⟩/Λ2QCD for the top quark• CKM matrix elements Vij ∝ exp(−|i2−j2|/2β) from off-diagonal θ-condensates

The mechanism is stabilized by entropic minimization of ∆Squark = kB ln det(δab + λ⟨Ψ¯ (a)Ψ(b)⟩/Λ^2), predicting testable signatures in rare kaon decays and tt¯ production anomalies. This completes the flavor structure of the Standard Model within geometric unification.Testable predictions include cosmological mass evolution and modified gravitational wave spectra.
DOI: 10.5281/zenodo.15558908
title: Entropic Stabilization of Fermion Generations and Mass Hierarchy in Noncommutative Unification

description: We demonstrate how the entropic stabilization of three spatial dimensions in noncommutative gravity-gauge unification naturally generates both the triplication of fermion generations and their observed mass hierarchy m1 : m2 : m3 ∼ 1 : 10^3 : 10^5. The mechanism emerges from Perelman-inspired entropy minimization constrained by topological invariants of the spatial hypersurface. Fermion masses maare shown to scale as ma ∝ exp−(a^2/2α) where a = 1, 2, 3 labels generations and α ≈ 0.90 is fixed by entropy extremization. This scaling law, rooted in theanisotropic curvature coupling of the noncommutative parameter θµν, resolves thegeneration puzzle without additional fields or fine-tuning. Testable predictions include cosmological mass evolution and modified gravitational wave spectra.