cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8wkryj
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Speothos venaticus"
 ]
}

 The dataset includes 93 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002759-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmrjpa
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Speothos venaticus"
 ]
}

 The dataset includes 93 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002760-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18550504
title: The Unified Cluster Catalogue

description: The Unified Cluster Catalogue (UCC)

See README.txt
DOI: 10.15468/dl.ctgtyy
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea fulvicaulis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 61 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002761-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm5ztt
title: Occurrence Download

description: A dataset containing 105961 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MSB Amphibian and Reptile Collection (Arctos)"
 ]
}

 The dataset includes 105961 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002738-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajnwhr
title: Occurrence Download

description: A dataset listing the 759 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.30447 44.35272,0.30952 44.33831,0.31398 44.33133,0.32541 44.33564,0.3272 44.34707,0.34431 44.38274,0.35935 44.39112,0.3379 44.40817,0.33453 44.42703,0.32524 44.42843,0.31511 44.41323,0.30084 44.40205,0.28495 44.40621,0.29 44.391,0.30136 44.37514,0.29928 44.37084,0.29824 44.36296,0.30447 44.35272))",
 "OccurrenceStatus is Present",
 "Year 2016-2026"
 ]
}

 The dataset's 759 records were derived from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002721-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urh2ep
title: Occurrence Download

description: A dataset containing 1460163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus rotundifolia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1460163 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002694-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15449786
title: Dataset_stuartetal
DOI: 10.15468/dl.tsybz5
title: Occurrence Download

description: A dataset containing 932912 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude 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 "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 46.479780028101516
 AND decimallatitude &lt;= 51.21395264452012
 AND decimallongitude &gt;= -120.26588429503694
 AND decimallongitude &lt;= -107.00476756053553
 AND GBIF_Within('POLYGON ((-107.004768 46.479780, -107.004768 51.213953, -120.265884 51.213953, -120.265884 46.479780, -107.004768 46.479780))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 932912 records were derived from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002719-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15449785
title: Dataset_stuartetal
DOI: 10.6084/m9.figshare.30630200
title: Here we compile data of ecological divergence in plant responses to salinity–waterlogging interactions

description: Here we compile data of ecological divergence in plant responses to salinity–waterlogging interactions
DOI: 10.6084/m9.figshare.30630200.v1
title: Here we compile data of ecological divergence in plant responses to salinity–waterlogging interactions

description: Here we compile data of ecological divergence in plant responses to salinity–waterlogging interactions
DOI: 10.6084/m9.figshare.30630200.v2
title: Here we compile data of ecological divergence in plant responses to salinity–waterlogging interactions

description: Here we compile data of ecological divergence in plant responses to salinity–waterlogging interactions
DOI: 10.15468/dl.nhj9cb
title: Occurrence Download

description: A dataset containing 224 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 Aristida scabrivalvis"
 ]
}

 The dataset includes 224 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002764-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyzuph
title: Occurrence Download

description: A dataset containing 1460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "DatasetKey is one of (Census of the species of Benin. Data mobilized in the framework of JRS Benin project and funded by JRS Biodiversity Foundation, Census of the animals of Benin)",
 "Geometry POLYGON((1.68560 6.33028,2.02938 6.33028,2.02938 6.46773,1.68560 6.46773,1.68560 6.33028))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1460 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002763-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egrq3u
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heptapleurum lucescens",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002765-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rke7m
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nitraria sphaerocarpa"
 ]
}

 The dataset includes 118 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002767-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13n6jzd
title: Paleomagnetic Directional Data from 194 sites on Hualalai Volcano, Hawaii

description: Paleomagnetic samples were taken at 194 sites on Hualalai Volcano to obtain characteristic mean remanent magnetic directions using a standard protocol (McElhinny, 1973). Eight (8) to twelve (12) cores were taken at each site with a portable, water-cooled, diamond-coring drill, and oriented in the field exclusively with a suncompass. Measurements were conducted on both a spinner magnetometer and on a cryogenic magnetometer (Butler, 1992). Two trial specimens from each site were progressively demagnetized using a standard alternating-field (AF) protocol to determine the lowest peak-field level that established stable remanent magnetic directions. All remaining specimens from each site were then demagnetized at blanket-field levels (usually 10 – 30mT) shown by the trial specimens to remove all secondary magnetic components. One site was progressively thermally demagnetized to separate a low-T remagnetization from an overlying flow from the high-T original thermoremanent magnetization of an underlying flow. Given the youth of these basaltic eruptive products, there was little evidence of significant secondary magnetization in samples from these sites. Mean directions of remanent magnetization at each site were calculated using Fisher (1953) statistics. All sites record remanent magnetic directions showing normal polarity with virtual geomagnetic pole (VGP) co-latitudes rarely exceeding 15°. A single site (6B775) in an older lava flow shows a well grouped remanent magnetic direction with an anomalous co-latitude of 46° suggesting it erupted during a geomagnetic excursion.
DOI: 10.5517/ccdc.csd.cc2jxj00
title: CCDC 2351102: Experimental Crystal Structure Determination

description: Related Article: Ashwini Narale, Dnyandev Bhosale, Dattatraya Raut, Makarand Kulkarni, Prafulla Choudhari, Mukta Bamankar, Santosh Kathwate, Anjana Lawand|2025|J.Mol.Struct.|1340|142483|doi:10.1016/j.molstruc.2025.142483
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17859299
title: dataset_stuartetal
DOI: 10.5281/zenodo.17859298
title: dataset_stuartetal
DOI: 10.5281/zenodo.18497794
title: Emergent Toroïdal Univers cosmology

description: Annexe : Loi de cohérence invariante (LCI)

Synthèse formelle – Norme ETU V5

I. Résumé conceptuel

La loi de cohérence invariante (LCI) formalise la transition d'un état dynamique fragile

un état à un état géométrique indestructible. Il postule que toute interaction, qu'elle soit cos-

Qu'il s'agisse d'informations, d'informations ou d'éléments affectifs, un élément peut atteindre un état d'immunité topologique lorsqu'il est…

chorégraphié au sein d'une résonance toroïdale spécifique.

II. Paramètres principaux

Paramètre Définition technique Valeur de référence

Fréquence de résonance (f0) Alignement de phase fondamental des nœuds : 57,8 GHz

Densité de champ magnétique requise pour le confinement topologique (B) : 4,2 T

Indice de cohérence (G) Précision d'alignement de phase (0 → 1) G ≥ 0,997

III. L'équation de résonance

L'amplitude de la résonance universelle, notée A, est régie par :

A = G eiϕ Θ(B − Bc) (1)

où :

• G : L'indice de cohérence (alignement de phase parfait).

• ϕ : Le déphasage relatif entre deux nœuds critiques.

• Θ(B − Bc) : La fonction de Heaviside topologique.

Note importante : La liaison n'est activée et immunisée que lorsque le champ magnétique B

le seuil critique Bc. En dessous de ce seuil, le système est soumis au bruit environnemental.

Au-dessus, le lien devient un invariant.

1 IV. Mécanique fonctionnelle

• Filtrage du bruit : Les perturbations externes sont mathématiquement annulées par le tore

topologie.

• Invariance structurelle : Au-delà du seuil critique, la connexion devient indé-

dépendant de variables locales (distance, temps ou interférences externes).

• Immortalité des liens : la résistance est remplacée par le confinement topologique (CTI).

Dans cet espace, le « bruit » (rumeurs, doutes, interférences) ne peut physiquement exister car il ne peut pas

trouver une fréquence correspondante à l’intérieur du tore.

V. Conclusion

En appliquant l'ICL, tout système d'interaction (biologique, social ou cosmique) transcende son

La nature volatile se mue en vérité géométrique. L'amour, dans ce cadre, est défini comme le

« Musique chantée par le tore » — la forme la plus élevée de cohérence structurelle.
DOI: 10.15468/dl.2ytpyg
title: Occurrence Download

description: A dataset containing 7125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Betula ermanii"
 ]
}

 The dataset includes 7125 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002769-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16729724
title: Land Carbon Fluxes Projected by OSCAR

description: Multi-scenarios global and national land carbon fluxes and their sub-components (2024-2100), projected with OSCAR v3.3.
DOI: 10.5281/zenodo.18549650
title: Land Carbon Fluxes Projected by OSCAR

description: Multi-scenarios global and national land carbon fluxes and their sub-components (2024-2100), projected with OSCAR v3.3.
DOI: 10.15468/dl.7hsqy4
title: Occurrence Download

description: A dataset containing 62 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 Aristida setacea"
 ]
}

 The dataset includes 62 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002770-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ztf0ht
title: Phosphorus fractionation and distribution pot experiment barley crop response data analysis

description: the statistical analysis result of output obtained from ANOVA lsd test of crop response variable.
DOI: 10.15468/dl.j97m2x
title: Occurrence Download

description: A dataset containing 29451723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 29451723 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002743-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxemhj
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Speothos venaticus"
 ]
}

 The dataset includes 93 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002773-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbedcn
title: Occurrence Download

description: A dataset containing 23299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Corylus colurna"
 ]
}

 The dataset includes 23299 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002772-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48323/0v9ec-pma24
title: A Novel Substrate for CYP3A4 Phenotyping: In Vitro Biotransformation of Hubamine into Butanone for Breath Testing

description: GC-IMS:

The data used for the experiments are available as .txt files. As many control measurements were carried out, there are often more data in the files than was used for analysis.  The data were measured using a BreathSpec (G.A.S. mbH, Dortmund, Germany). The data obtained from these measurements were analysed using VOCal software (version 0.2.9, G.A.S mbH) and saved as a .txt file. For quantification of butanone the volume above area minimum of the dimer peak was selected.

HPLC-MS:

The data used for the experiments are available in CSV files. As many control measurements were carried out, there are often more data in the files than was used for analysis. Each file contains a calibration, as well as blank and unknown sample measurements. The data were measured using a Vanquish HPLC Flex system with a binary pump, coupled to an Orbitrap Q-Exactive mass spectrometer (both from Thermo Fisher Scientific). Evaluation was performed using the ‘QuanBrowser’ software (Thermo Xcalibur 4.2.47, Thermo Fisher Scientific).

PTR-ToF-MS:

The data used for the experiments are available as .txt files. As many control measurements were carried out, there are often more data in the files than was used for analysis.  The data were measured using a PTR-ToF 6000 X2 (Ionicon Analytik GmbH, Innsbruck, Austria). The data obtained from these measurements were analysed using PTR-ToF-MS Viewer software (version 3.4.4.22, Ionicon Analytik GmbH) and saved as a .txt file. The butanone product ion signal (C₄H₉O⁺) was normalised to a reagent ion signal of 10⁶ ions per second.
DOI: 10.48323/v5aae-39s93
title: A Novel Substrate for CYP3A4 Phenotyping: In Vitro Biotransformation of Hubamine into Butanone for Breath Testing

description: GC-IMS:

The data used for the experiments are available as .txt files. As many control measurements were carried out, there are often more data in the files than was used for analysis.  The data were measured using a BreathSpec (G.A.S. mbH, Dortmund, Germany). The data obtained from these measurements were analysed using VOCal software (version 0.2.9, G.A.S mbH) and saved as a .txt file. For quantification of butanone the volume above area minimum of the dimer peak was selected.

HPLC-MS:

The data used for the experiments are available in CSV files. As many control measurements were carried out, there are often more data in the files than was used for analysis. Each file contains a calibration, as well as blank and unknown sample measurements. The data were measured using a Vanquish HPLC Flex system with a binary pump, coupled to an Orbitrap Q-Exactive mass spectrometer (both from Thermo Fisher Scientific). Evaluation was performed using the ‘QuanBrowser’ software (Thermo Xcalibur 4.2.47, Thermo Fisher Scientific).

PTR-ToF-MS:

The data used for the experiments are available as .txt files. As many control measurements were carried out, there are often more data in the files than was used for analysis.  The data were measured using a PTR-ToF 6000 X2 (Ionicon Analytik GmbH, Innsbruck, Austria). The data obtained from these measurements were analysed using PTR-ToF-MS Viewer software (version 3.4.4.22, Ionicon Analytik GmbH) and saved as a .txt file. The butanone product ion signal (C₄H₉O⁺) was normalised to a reagent ion signal of 10⁶ ions per second.
DOI: 10.6084/m9.figshare.28029611
title: Data Dictionary for INSIGHT+

description: Data Dictionary (Codebook) for INSIGHT+
DOI: 10.6084/m9.figshare.28029611.v14
title: Data Dictionary for INSIGHT+

description: Data Dictionary (Codebook) for INSIGHT+
DOI: 10.6084/m9.figshare.28029611.v13
title: Data Dictionary for INSIGHT+.zip

description: Data Dictionary (Codebook) for INSIGHT+
DOI: 10.5281/zenodo.18493224
title: BBFlow - ProteinMPNN
DOI: 10.5281/zenodo.18493225
title: BBFlow - ProteinMPNN
DOI: 10.5281/zenodo.18550638
title: LINF_320037900

description: Protein phosphatase 2A catalytic subunit | Serine/threonine-protein phosphatase; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18550637
title: LINF_320037900

description: Protein phosphatase 2A catalytic subunit | Serine/threonine-protein phosphatase; Leishmania infantum (strain JPCM5)
DOI: 10.15131/shef.data.30998857
title: Who's Coding: survey data from UK-based coding bootcamp graduates

description: These survey data were used in the paper <i>Who’s coding? An analysis of UK bootcamp experiences and outcomes </i>(Miltner et al., 2026). The data come from an online survey (n = 193) and include information on the characteristics of UK bootcamp attendees, their experiences and outcomes.Ethical approval for this research was granted by the ethical committees of Moray House School of Education and Sport, University of Edinburgh (#2707) and The Information School, University of Sheffield (#052688). Informed consent was obtained from all participants.
DOI: 10.15131/shef.data.30998857.v1
title: Who's Coding: survey data from UK-based coding bootcamp graduates

description: These survey data were used in the paper <i>Who’s coding? An analysis of UK bootcamp experiences and outcomes </i>(Miltner et al., 2026). The data come from an online survey (n = 193) and include information on the characteristics of UK bootcamp attendees, their experiences and outcomes.Ethical approval for this research was granted by the ethical committees of Moray House School of Education and Sport, University of Edinburgh (#2707) and The Information School, University of Sheffield (#052688). Informed consent was obtained from all participants.
DOI: 10.4121/036a49b4-94f4-4c72-93bd-a874a7172cd6.v2
title: Dataset concerning: Training Child Helpline Counsellors with Value-Integrated Chat Simulations

description: This dataset was collected as part of an evaluation study titled "Training Child Helpline Counsellors with Value-Integrated Chat Simulations." The design of this evaluation study was pre-registered under the Open Science Framework (OSF) registries and is publicly available at https://osf.io/m7x6h . The dataset contains participants’ survey responses for all evaluated measures, including recognised child values, situational awareness (situation understanding), perceived opportunity to align with the child, perceived usefulness of the training tool, agent believability, and overall experience. In addition, it includes participants’ demographic information and their self-rated personal values. The R Markdown script includes the statistical analyses reported in the associated paper. Participants were recruited via the online platform Prolific, and data were collected through an online survey hosted on Qualtrics.In V2, we added a reliability check assessing the internal consistency of the questionnaires.
DOI: 10.15468/dl.5fyn7c
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Garcinia imbertii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002778-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18549723
title: 古籍电子化数据集

description: 古籍电子化元数据集
DOI: 10.5281/zenodo.18547995
title: 古籍电子化数据集

description: 古籍电子化元数据集