cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v8e3sv
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Korea (Democratic People’s Republic of)",
 "Country is Russian Federation",
 "Country is Korea, Republic of"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Picea koraiensis Nakai"
 ]
}

 The dataset includes 102 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0323423-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58u65r
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphanocalyx hedinii (A.Chev.) Wieringa"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010901-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.boixue
title: Occurrence Download

description: A dataset containing 9242 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lachnagrostis filiformis (G.Forst.) Trin."
 ]
}

 The dataset includes 9242 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006411-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aypeq8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "InstitutionCode is ku",
 "InstitutionCode is uwbm"
 ]
 },
 "OccurrenceStatus is Present",
 "StateProvince is Oregon",
 "VerbatimScientificName is Erethizon dorsatum",
 "Year 1990-2021"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198899-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyvyd6
title: Occurrence Download

description: A dataset containing 3214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoxiphophorus bimaculatus (Heckel, 1848)"
 ]
}

 The dataset includes 3214 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015361-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbajdt
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphelexis candollei Bojer ex DC."
 ]
}

 The dataset includes 38 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010943-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddk7cf
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera Oken, 1816"
 ]
}

 The dataset includes 147 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107832-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xtxhv
title: Occurrence Download

description: A dataset containing 3695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calidris canutus (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is one of (Chile, Argentina)",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 3695 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057490-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upt2q9
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Rhinella arequipensis (Vellard, 1959)"
 ]
}

 The dataset includes 63 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015379-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4jh2v
title: Occurrence Download

description: A dataset containing 11516 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactarius necator (Bull.) Pers."
 ]
}

 The dataset includes 11516 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098459-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqsrd1
title: Occurrence Download

description: A dataset containing 78162711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 78162711 records from 1080 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006411-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sz54sx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Luehea paniculata Mart."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107826-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdhkyc
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium naufragorum Garn.-Jones & Norton"
 ]
}

 The dataset includes 36 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057510-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vu437k
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceliphron curvatum (F.Smith, 1870)"
 ]
}

 The dataset includes 548 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107837-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zynz09
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((12.87 54.17,12.87 54.70,13.85 54.70,13.85 54.17,12.87 54.17))",
 "HasCoordinate is true",
 "TaxonKey is Arabidopsis arenosa (L.) Lawalrée",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006411-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shs2fv
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium ledebourianum Schult. & Schult.f."
 ]
}

 The dataset includes 394 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004036-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/5bx5x6
title: Additions to the morphology of the Phyllophoridae and the Sclerodactylidae. I. Type species of Phyllophorella, Selenkiella, Cladolella and Clarkiella, with the description a new species of Thorsonia (Holothuroidea: Dendrochirotida)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Martins, Luciana, Tavares, Marcos (2022): Additions to the morphology of the Phyllophoridae and the Sclerodactylidae. I. Type species of Phyllophorella, Selenkiella, Cladolella and Clarkiella, with the description a new species of Thorsonia (Holothuroidea: Dendrochirotida). Zootaxa 5120 (4): 559-572, DOI: 10.11646/zootaxa.5120.4.6AbstractThe phyllophorids Phyllophorella robusta, Selenkiella siamense and Cladolella virgo, as well as the sclerodactylid Clarkiella discoveryi, are the type species of their respective genera, all described by Heding & Panning (1954) and each known only from a single specimen, were revisited in order to reassess their morphology by means of optical and electron microscopy, and microcomputed tomography. Additionally, a new species of phyllophorid is described, the fourth of the genus Thorsonia.
DOI: 10.15468/66v3rv
title: Cigarras associadas ao cafeeiro

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Martinelli, Nilza Maria (2004): Cigarras associadas ao cafeeiro. In: José Roberto Salvadori, Crébio José Ávila, Mauro Tadeu Braga da Silva (Eds): Pragas de solo no Brasil. Passo Fundo: Embrapa Trigo: 515-542, ISBN: 85-7574-013-X, DOI: 10.5281/zenodo.10479492
DOI: 10.15468/4kvvyt
title: Revision of Janeirona Distant, 1911 (Hemiptera: Pentatomidae: Ochlerini) with the description of four new species from Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sampaio, Vinícius Gomes, Oliveira, Giulia Valadão De, Campos, Luiz Alexandre (2024): Revision of Janeirona Distant, 1911 (Hemiptera: Pentatomidae: Ochlerini) with the description of four new species from Brazil. Zootaxa 5497 (4): 451-495, DOI: 10.11646/zootaxa.5497.4.1, URL: http://dx.doi.org/10.11646/zootaxa.5497.4.1AbstractJaneirona Distant, 1911 is a Neotropical pentatomid genus restricted to South America that was recently transferred from Pentatominae to Ochlerini (Discocephalinae). Janeirona was described for one species, and during the 20th century other five species were allocated in the genus. In this study we redescribe Janeirona and its known species, and propose two new synonyms: Serdia stali Kormilev, 1956 as junior synonym of Janeirona insignis Distant, 1911, and Janeirona asaroana Brailovsky, 1988 as junior synonym of Janeirona costalimai (Pirán, 1962). We describe four new species: Janeirona aurea Sampaio & Campos sp. nov., Janeirona flavipes Sampaio & Campos sp. nov., Janeirona roellae Sampaio & Campos sp. nov., and Janeirona stenosa Sampaio & Campos sp. nov. . An identification key to the species and distribution maps are given.
DOI: 10.15468/hrw5kn
title: A taxonomic revision of Schoenus cuspidatus and allies (Cyperaceae, tribe Schoeneae) - Part 2

description: This dataset contains the digitized treatments in Plazi based on the original journal article Elliott, T. L., Muasya, A. M. (2020): A taxonomic revision of Schoenus cuspidatus and allies (Cyperaceae, tribe Schoeneae) - Part 2. South African Journal of Botany 130: 327-347, DOI: 10.1016/j.sajb.2019.12.015, URL: http://dx.doi.org/10.1016/j.sajb.2019.12.015
DOI: 10.15468/dl.th69vb
title: Occurrence Download

description: A dataset containing 747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Morocco, Algeria, Tunisia, Egypt, Western Sahara, Libya)",
 "TaxonKey is Bufotes boulengeri"
 ]
}

 The dataset includes 747 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066318-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc5ww41
title: CCDC 175743: Experimental Crystal Structure Determination

description: Related Article: Wei Liu, Chi-Hang Lee, Hung-Wing Li, Chi-Keung Lam, Jinzhi Wang, T.C.W.Mak, D.K.P.Ng|2002|Chem.Commun.||628|doi:10.1039/b111133g
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: 10.15468/dl.7hxmby
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Parnassius mnemosyne",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066320-251120083545085/datasets/export for details.
DOI: 10.15468/ajmqp5
title: New nematode species (Nematoda: Chromadorea) and records from the New Zealand continental shelf

description: This dataset contains the digitized treatments in Plazi based on the original journal article Leduc, Daniel (2025): New nematode species (Nematoda: Chromadorea) and records from the New Zealand continental shelf. European Journal of Taxonomy 981: 213-238, DOI: 10.5852/ejt.2025.981.2819, URL: https://europeanjournaloftaxonomy.eu/index.php/ejt/article/download/2819/12855Abstract. Little is known about the diversity of free-living nematodes of New Zealand’s continental shelf environments. A preliminary analysis of samples obtained from the continental shelf along the east coast of New Zealand’s North Island revealed the presence of eleven previously described species, which are recorded from this region of New Zealand for the first time. Two of these species were originally described from intertidal sediments, two were described from subtidal or continental shelf environments (5–40 m depth), and seven were originally described from the continental slope (ca 400–1250 m depth). A further three new species, Psammonema buamphida sp. nov., Paramonohystera spinosipsicula sp. nov. and Sabatieria pararticulata sp. nov. are described. Sabatieria pararticulata sp. nov., shares the unusual feature for the genus of having long, jointed spicules with S. articulata Fu, Leduc & Zhao, 2019, which was also described from New Zealand. The presence of this feature, which is otherwise absent in all other species of the genus, in the two New Zealand species suggests that S. articulata and S. pararticulata sp. nov. likely evolved from a common ancestor.
DOI: 10.5281/zenodo.18063842
title: Resonance duality

description: This technical note unifies the k-50 Framework by demonstrating that phase inversion (k=100) and structural saturation (k=160) are sequential milestones on a continuous shear-tax gradient. Anchored at a 10 Hz base frequency, the model derives the birth of intrinsic magnetism at k=100 and defines the 60-rung safety buffer leading to the k=160 collapse limit. Included are rigorous derivations of the 7.071 Hz shear constant, the geometric origin of the 1/17 coherence deficit, and the definition of "thread-units" in topological braids. Empirical validation is provided through cross-referencing acoustic emission delays in high-pressure torsion (IPPT PAN), strain-tuned gauge fields in twisted bilayer graphene (MIT), and the stochastic gravitational-wave background (NANOGrav).
DOI: 10.5281/zenodo.18061300
title: Dataset for the Article: nablaColors: A 3D Benchmark for Optical Property Prediction with Solvent-aware Graph Neural Networks

description: This dataset provides curated molecular conformations and predefined splits for benchmarking machine learning models in optical absorption prediction. The core file, absorption_conformations.zip, contains an LMDB database of molecular geometries optimized at multiple levels of theory (xTB, DFT in vacuum, and DFT with implicit solvent). The accompanying CSV files (absorption_pairs_all.csv, absorption_train.csv, absorption_val.csv, absorption_test.csv) define the train/validation/test splits for supervised absorption prediction. To support robust evaluation, scaffold-based cross-validation splits are also provided for both single-property absorption (absorption_crossval.zip) and multitarget learning (multitarget_crossval.zip). The files smiles_to_replace.csv and smiles_to_remove.csv document corrections and exclusions applied during curation to ensure dataset quality. Together, these resources enable reproducible training and evaluation of 2D and 3D models for molecular optical property prediction.

Examples of how to read from the LMDB databases are available at: https://github.com/AI4DD/nablaColors.

This dataset compiles experimental data on absorption and emission maxima, as well as photoluminescence quantum yield, from the following sources: Joung et al. (2020), Ju et al. (2021), Venkatraman et al. (2018), and Venkatraman & Chellappan (2020).In addition to the dataset and splits, this release includes four pretrained UniProp checkpoints trained on the provided conformations. Examples of validation and inference available at: https://github.com/AI4DD/nablaColors.
DOI: 10.5281/zenodo.16883309
title: Dataset for the Article: nablaColors: A 3D Benchmark for Optical Property Prediction with Solvent-aware Graph Neural Networks

description: This dataset provides curated molecular conformations and predefined splits for benchmarking machine learning models in optical absorption prediction. The core file, absorption_conformations.zip, contains an LMDB database of molecular geometries optimized at multiple levels of theory (xTB, DFT in vacuum, and DFT with implicit solvent). The accompanying CSV files (absorption_pairs_all.csv, absorption_train.csv, absorption_val.csv, absorption_test.csv) define the train/validation/test splits for supervised absorption prediction. To support robust evaluation, scaffold-based cross-validation splits are also provided for both single-property absorption (absorption_crossval.zip) and multitarget learning (multitarget_crossval.zip). The files smiles_to_replace.csv and smiles_to_remove.csv document corrections and exclusions applied during curation to ensure dataset quality. Together, these resources enable reproducible training and evaluation of 2D and 3D models for molecular optical property prediction.

Examples of how to read from the LMDB databases are available at: https://github.com/AI4DD/nablaColors.

This dataset compiles experimental data on absorption and emission maxima, as well as photoluminescence quantum yield, from the following sources: Joung et al. (2020), Ju et al. (2021), Venkatraman et al. (2018), and Venkatraman & Chellappan (2020).In addition to the dataset and splits, this release includes four pretrained UniProp checkpoints trained on the provided conformations. Examples of validation and inference available at: https://github.com/AI4DD/nablaColors.
DOI: 10.21227/step-qv18
title: "ncpa artifact"

description: "Abstract \u2014 Synthetic Dataset for Non-Colliding Path Authorisation EvaluationWe present a synthetic dataset designed to evaluate the correctness and robustness of Non-Colliding Path Authorisation (NCPA) protocols under concurrent and adversarial execution conditions. The dataset consists of labelled authorisation execution traces, where each trace represents a sequence of authorisation attempts parameterised by a path identifier, epoch, step index, and node identifier. Both benign and adversarial behaviours are included, covering replay attempts, step skipping, wrong-node injection, parallel reuse, and epoch confusion. Each event is annotated with an oracle validity label, enabling deterministic validation of protocol behaviour. The dataset is generated programmatically with configurable scale and attack ratios, ensuring reproducibility and extensibility. It is intended to support empirical evaluation, regression testing, and artifact-based validation of path-based authorisation mechanisms in distributed and IoT systems."
DOI: 10.5281/zenodo.17123388
title: Direct Imaging of Hydrogen-Driven Dislocation and Strain Field Evolution in a Stainless Steel Grain

description: Here we present the final BCDI reconstructions, coherent X-ray diffraction patterns, discrete dislocation dynamics simulations, X-ray diffraction data, electrochemistry data, and analysis scripts for the paper titled "Direct Imaging of Hydrogen-Driven Dislocation and Strain Field Evolution in a Stainless Steel Grain" published in Advanced Materials, article 2500221, 2025. Please see the README file for more information.

This version now contains the electrochemical flow cell files.
DOI: 10.5281/zenodo.14503566
title: Direct Imaging of Hydrogen-Driven Dislocation and Strain Field Evolution in a Stainless Steel Grain

description: Here we present the final BCDI reconstructions, coherent X-ray diffraction patterns, discrete dislocation dynamics simulations, X-ray diffraction data, electrochemistry data, and analysis scripts for the paper titled "Direct Imaging of Hydrogen-Driven Dislocation and Strain Field Evolution in a Stainless Steel Grain" published in Advanced Materials, article 2500221, 2025. Please see the README file for more information.

This version now contains the electrochemical flow cell files.
DOI: 10.15468/dl.4y4vfy
title: Occurrence Download

description: A dataset containing 18787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aegypius monachus",
 "Year 2024-2025"
 ]
}

 The dataset includes 18787 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066323-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jht7mn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Parnassius phoebus",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066324-251120083545085/datasets/export for details.