cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9za3ha
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrotyx sanguineus (Meek & Hildebrand, 1928)"
 ]
}

 The dataset includes 113 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058935-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybpk7h
title: Occurrence Download

description: A dataset containing 11353 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 {
 "or" : [
 "Continent is Africa",
 "Continent is Asia",
 "Continent is Europe"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus coccifera L.",
 "Year 1925-2020"
 ]
}

 The dataset includes 11353 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145588-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye7fme
title: Occurrence Download

description: A dataset containing 760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-107.63578 5.67765,11.43975 5.67765,11.43975 67.61033,-107.63578 67.61033,-107.63578 5.67765))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lophelia pertusa (Linnaeus, 1758)"
 ]
}

 The dataset includes 760 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081285-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kn7gk7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pratylenchus bolivianus Corbett, 1983)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044574-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4tdkh
title: Occurrence Download

description: A dataset containing 1091 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ruprechtia apetala Wedd."
 ]
}

 The dataset includes 1091 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044575-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fiyaly
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Liparus glabrirostris Küster, 1849"
 ]
}

 The dataset includes 355 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045207-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qm7cz
title: Occurrence Download

description: A dataset containing 2014 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geokichla wardii (Blyth, 1843)"
 ]
}

 The dataset includes 2014 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007589-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k828sc
title: Occurrence Download

description: A dataset containing 373381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-100.0",
 "Geometry POLYGON((-19.19531 69.11247,-29.88281 64.95333,-50.13281 45.18824,-59.13281 35.80356,-30.44531 30.63034,2.17969 31.11315,17.36719 27.68353,27.49219 27.1843,38.74219 30.63034,41.55469 39.80178,40.99219 51.87921,48.86719 67.66273,31.42969 71.56942,10.61719 74.36431,-19.19531 69.11247))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mollusca",
 "Year 2004-2009"
 ]
}

 The dataset includes 373381 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104227-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwwrci
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carcharias sorrah Müller & Henle, 1839"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045207-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wb38j
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myrmica rubra (Linnaeus, 1758)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 257 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095637-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qajv9
title: Occurrence Download

description: A dataset containing 546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is one of (INPN - Données flore des CBN agrégées par la FCBN, Centralisation des observations floristiques dans le cadre du SINP - Observations floristiques - plateforme SINP régionale SILENE PACA, 65 - Données flore validées CBNC, FloraCAT: Banco de datos de los cormófitos de Cataluña, CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España, The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris), Flora-On: occurrence data of the flora of mainland Portugal, Sistema de Información de la vegetación Ibérica y Macaronésica, Herbario de la Universidad de Sevilla, ACQUISITION_CBNMC, CeDoc de Biodiversitat Vegetal: BCN-Cormophyta, Institut Botanic de Barcelona (IBB, CSIC-Ajuntament de Barcelona), BC-Plantae, CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA), Herbarium of Vascular Plants Collection of the University of Extremadura (Spain), Institut Botanic de Barcelona (IBB), CSIC-CMCNB – BC-Trèmols, Herbario HSS Finca La Orden-Valdesequera (CICYTEX). Junta de Extremadura)",
 "Geometry POLYGON((0.45777 40.43473,0.7649 40.40722,3.51103 41.86308,3.45683 42.57221,0.5481 42.91718,0.45777 40.43473))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio lividus L."
 ]
}

 The dataset includes 546 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081286-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.miaeet
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Digitaria aequatoriensis (Hitchc.) Henrard"
 ]
}

 The dataset includes 44 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045208-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g2zhn
title: Occurrence Download

description: A dataset containing 42812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene gallica L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 42812 records from 664 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081265-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkeuum
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Huntleya grandiflora Lam."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249295-230224095556074/datasets/export for details.
DOI: 10.15468/dl.vttwzz
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium goniophyllum Omang"
 ]
}

 The dataset includes 98 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244486-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11517665
title: DFN samples

description: DFN Generation Samples through WGAN-GP

This dataset contains DFN generation samples through wasserstein generative adversarial network with gradient penalty (WGAN-GP). WGAN-GP models were trained with synthetic DFNs that follow the widely acknowledged statistical distributions of fracture location, length and orientation, and realistic DFNs geologically mapped from outcrops.

Generation Samples of Synthetic DFN

The file 'Synthetic.zip' contains generation samples of the synthetic DFNs. The subfolders within it present the analysis results (including fracture location, length and orientation) of the training data ('groundtruth') and generation data (from different latent dimensionalities, i.e, 4, 8, 16 and 32).

groundtruth.npz: analysis result of the training data.

4.npz: analysis result of the generation data when latent dimensionality is 4.

8.npz: analysis result of the generation data when latent dimensionality is 8.

16.npz: analysis result of the generation data when latent dimensionality is 16.

32.npz: analysis result of the generation data when latent dimensionality is 32.

Generation Samples of Outcrop DFN

The file 'Outcrop.zip' contains generation samples of the realistic DFNs mapped from outcrops. The subfolders within it present generation results of different outcrop cases (from different latent dimensionalities, i.e, 2, 4, 8 and 16).

folder 'groundtruth': samples of the training data.

folder '2': generation samples when latent dimensionality is 2.

folder '4': generation samples when latent dimensionality is 4.

folder '8': generation samples when latent dimensionality is 8.

folder '16': generation samples when latent dimensionality is 16.
DOI: 10.5281/zenodo.11517666
title: DFN samples

description: DFN Generation Samples through WGAN-GP

This dataset contains DFN generation samples through wasserstein generative adversarial network with gradient penalty (WGAN-GP). WGAN-GP models were trained with synthetic DFNs that follow the widely acknowledged statistical distributions of fracture location, length and orientation, and realistic DFNs geologically mapped from outcrops.

Generation Samples of Synthetic DFN

The file 'Synthetic.zip' contains generation samples of the synthetic DFNs. The subfolders within it present the analysis results (including fracture location, length and orientation) of the training data ('groundtruth') and generation data (from different latent dimensionalities, i.e, 4, 8, 16 and 32).

groundtruth.npz: analysis result of the training data.

4.npz: analysis result of the generation data when latent dimensionality is 4.

8.npz: analysis result of the generation data when latent dimensionality is 8.

16.npz: analysis result of the generation data when latent dimensionality is 16.

32.npz: analysis result of the generation data when latent dimensionality is 32.

Generation Samples of Outcrop DFN

The file 'Outcrop.zip' contains generation samples of the realistic DFNs mapped from outcrops. The subfolders within it present generation results of different outcrop cases (from different latent dimensionalities, i.e, 2, 4, 8 and 16).

folder 'groundtruth': samples of the training data.

folder '2': generation samples when latent dimensionality is 2.

folder '4': generation samples when latent dimensionality is 4.

folder '8': generation samples when latent dimensionality is 8.

folder '16': generation samples when latent dimensionality is 16.
DOI: 10.15468/dl.6qv7sz
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isophysis tasmanica (Hook.) T.Moore"
 ]
}

 The dataset includes 319 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255626-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a45bb6
title: Occurrence Download

description: A dataset containing 813 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panstrongylus lutzi (Neiva & Pinto, 1923)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 813 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069776-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dszanm
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Huntleya gustavi (Rchb.f.) Rolfe"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249296-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejtjc2
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium gracilifolium (F.Hanb.) Pugsley"
 ]
}

 The dataset includes 86 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244506-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqa99b
title: Occurrence Download

description: A dataset containing 3245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendroica caerulescens (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 3245 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030807-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc95b9
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyacinthella acutiloba K.Perss. & Wendelbo"
 ]
}

 The dataset includes 35 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249317-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxwve2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa prolixa (Nees) Lindau"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255461-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyp2ed
title: Occurrence Download

description: A dataset containing 4198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Espeletia grandiflora Humb. & Bonpl."
 ]
}

 The dataset includes 4198 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012044-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3spdt
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium gracilentipes (Dahlst. ex Zahn) Notø"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244501-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4s4h8
title: Occurrence Download

description: A dataset containing 295995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Humulus lupulus L."
 ]
}

 The dataset includes 295995 records from 1325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249277-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zeeqk
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa ventricosa I.Darbysh."
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255470-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cfu6j
title: Occurrence Download

description: A dataset containing 694571 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eudyptula minor (J.R.Forster, 1781)"
 ]
}

 The dataset includes 694571 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012043-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xkgzg
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vaccinium trichocladum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 112 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004962-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17464944
title: Chemical characterization data of pyridinepropoxy-substituted zinc(II) phthalocyanines

description: This dataset contains complementary experimental data supporting the publication indicated below. The repository hosts spectrophotometric data collected during the evaluation of singlet oxygen (^1O₂) generation by pyridinepropoxy-substituted zinc(II) phthalocyanines under photochemical and sonochemical activation. The data provide insights into the compounds’ photo- and sonodynamic reactivity and their stability in DMSO and DMF media.

File 1 and File 2 (EG3 1O2 DPBF DMSO I–II.xlsx)Contain raw absorbance data of DPBF degradation induced by singlet oxygen generated from Zn(II) phthalocyanine derivative EG3 in DMSO. Measurements were recorded at regular time intervals under controlled irradiation conditions. The files document wavelength-specific absorbance decay and include metadata describing solvent composition, light exposure parameters, and time resolution.

File 3 (EG3_DMF_Fotodecomposition_15s_10min.xlsx)Includes spectrophotometric data from photodecomposition experiments of the EG3 compound in DMF under continuous light exposure (15 s–10 min). The dataset can be used to assess compound stability and photobleaching kinetics.

File 4 and File 5 (EG4 1O2 DPBF DMSO I–II.xlsx)Contain analogous data for the EG4 derivative, documenting DPBF degradation in DMSO during singlet oxygen generation experiments. These measurements complement those for EG3, enabling comparative assessment of photoinduced reactivity between two structural variants of pyridinepropoxy-substituted zinc(II) phthalocyanines.

All files are provided in .xlsx format. Recommended software: LibreOffice Calc, Apache OpenOffice Calc, or Microsoft Excel.

Methods of data acquisition, sample preparation, and detailed experimental conditions are fully described in the related publication listed below.Wysocki, Marcin, et al. "Non-peripheral octasubstituted zinc(II) phthalocyanines bearing pyridinepropoxy substituents – Antibacterial, anticancer photodynamic and sonodynamic activity." Journal of Inorganic Biochemistry 262 (2025): 112751.
DOI: 10.5281/zenodo.17464945
title: Chemical characterization data of pyridinepropoxy-substituted zinc(II) phthalocyanines

description: This dataset contains complementary experimental data supporting the publication indicated below. The repository hosts spectrophotometric data collected during the evaluation of singlet oxygen (^1O₂) generation by pyridinepropoxy-substituted zinc(II) phthalocyanines under photochemical and sonochemical activation. The data provide insights into the compounds’ photo- and sonodynamic reactivity and their stability in DMSO and DMF media.

File 1 and File 2 (EG3 1O2 DPBF DMSO I–II.xlsx)Contain raw absorbance data of DPBF degradation induced by singlet oxygen generated from Zn(II) phthalocyanine derivative EG3 in DMSO. Measurements were recorded at regular time intervals under controlled irradiation conditions. The files document wavelength-specific absorbance decay and include metadata describing solvent composition, light exposure parameters, and time resolution.

File 3 (EG3_DMF_Fotodecomposition_15s_10min.xlsx)Includes spectrophotometric data from photodecomposition experiments of the EG3 compound in DMF under continuous light exposure (15 s–10 min). The dataset can be used to assess compound stability and photobleaching kinetics.

File 4 and File 5 (EG4 1O2 DPBF DMSO I–II.xlsx)Contain analogous data for the EG4 derivative, documenting DPBF degradation in DMSO during singlet oxygen generation experiments. These measurements complement those for EG3, enabling comparative assessment of photoinduced reactivity between two structural variants of pyridinepropoxy-substituted zinc(II) phthalocyanines.

All files are provided in .xlsx format. Recommended software: LibreOffice Calc, Apache OpenOffice Calc, or Microsoft Excel.

Methods of data acquisition, sample preparation, and detailed experimental conditions are fully described in the related publication listed below.Wysocki, Marcin, et al. "Non-peripheral octasubstituted zinc(II) phthalocyanines bearing pyridinepropoxy substituents – Antibacterial, anticancer photodynamic and sonodynamic activity." Journal of Inorganic Biochemistry 262 (2025): 112751.