cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/e21-0zf-04l
title: Stipa barbata Desf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z83-nnw-kcg
title: Agrostis canina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6084/m9.figshare.29642426
title: <b>Dataset:</b> <i>ChatGPT Feedback Intervention for A2-Level EFL Academic Writing</i>.xlsx

description: This dataset includes pre- and post-test scores for academic writing, rubric evaluations, and anonymized participant responses collected during a quasi-experimental study on the effectiveness of ChatGPT-generated feedback for A2-level English as a Foreign Language (EFL) learners. The data was used to analyze improvements in grammar, organization, and content following a 14-week intervention at a public university in Ecuador. All personal information has been anonymized to protect participant confidentiality.
DOI: 10.6084/m9.figshare.29642426.v2
title: <b>Dataset:</b> <i>ChatGPT Feedback Intervention for A2-Level EFL Academic Writing</i>.xlsx

description: This dataset includes pre- and post-test scores for academic writing, rubric evaluations, and anonymized participant responses collected during a quasi-experimental study on the effectiveness of ChatGPT-generated feedback for A2-level English as a Foreign Language (EFL) learners. The data was used to analyze improvements in grammar, organization, and content following a 14-week intervention at a public university in Ecuador. All personal information has been anonymized to protect participant confidentiality.
DOI: 10.3535/19p-rdf-cx6
title: Centaurea maroccana Ball

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6084/m9.figshare.29642426.v1
title: <b>Dataset:</b> <i>ChatGPT Feedback Intervention for A2-Level EFL Academic Writing</i>.xlsx

description: This dataset includes pre- and post-test scores for academic writing, rubric evaluations, and anonymized participant responses collected during a quasi-experimental study on the effectiveness of ChatGPT-generated feedback for A2-level English as a Foreign Language (EFL) learners. The data was used to analyze improvements in grammar, organization, and content following a 14-week intervention at a public university in Ecuador. All personal information has been anonymized to protect participant confidentiality.
DOI: 10.3535/51l-pbx-ahh
title: Palicourea longistipulata Standl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w2w-kzk-2xb
title: Coccoloba ovata Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d4b-mf0-l89
title: Lathyrus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ggm-92r-9hq
title: Bunium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ajj-376-zmb
title: Scoparia dulcis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gxl-sf1-ftl
title: Palicourea justiciifolia (Rudge) Delprete & J.H.Kirkbr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/535-1dt-m5p
title: Hippocrepis multisiliquosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ahg-0m4-4lf
title: Campanula versicolor Andrews

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.nf2799
title: Occurrence Download

description: A dataset containing 1070177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Anguilla anguilla"
 ]
}

 The dataset includes 1070177 records from 624 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064357-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/akq-j39-ppf
title: Sideritis cossoniana Ball

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p1v-3jx-hjy
title: Lotus halophilus Boiss. & Spruner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tn6-b24-0sw
title: Pistorinia attenuata Greuter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0j8-cb9-mdz
title: Averrhoidium paraguaiense Radlk.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ghm-9mg-stv
title: Silene colorata Poir.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bex-wg4-qla
title: Nitraria retusa (Forssk.) Asch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tkz-zf3-3wc
title: Mimosa miranda Barneby

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.nw9mg4
title: Occurrence Download

description: A dataset containing 2007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sanguisorba officinalis"
 ]
}

 The dataset includes 2007 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064451-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/n65-bvm-qe8
title: Scorzonera purpurea subsp. rosea (Waldst. & Kit.) Nyman

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vae-e42-bvb
title: Drimys granadensis L. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l8w-9kk-mxz
title: Aeluropus littoralis (Gouan) Parl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v9a-jwf-dr8
title: Alopecurus gerardi Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kqx-3ge-htw
title: Roupala montana var. brasiliensis (Klotzsch) K. S. Edwards

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r9p-9zl-y8j
title: Symphonia globulifera L. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3x3-y0d-7br
title: Cheilanthes Sw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c14-dhz-2af
title: Lysimachia nemorum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mxp-wdk-049
title: Astragalus hamosus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tmf-f9s-qvb
title: Astragalus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q1t-797-dps
title: Fraxinus ornus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xed-0dt-ymp
title: Lysimachia arvensis subsp. arvensis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.3j4ep7
title: Occurrence Download

description: A dataset containing 63622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ophioglossum vulgatum"
 ]
}

 The dataset includes 63622 records from 918 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064347-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdavf9
title: Occurrence Download

description: A dataset containing 37276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hirundo rustica Linnaeus, 1758",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Türkiye",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 37276 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007682-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15309580
title: Community representative perspectives on whether and how to return individual PG results (transcripts)

description: Transcripts for the focus group discussions of Community representative perspectives on whether and how to return individual PG results
DOI: 10.5281/zenodo.15309581
title: Community representative perspectives on whether and how to return individual PG results (transcripts)

description: Transcripts for the focus group discussions of Community representative perspectives on whether and how to return individual PG results
DOI: 10.15468/dl.2h598e
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Rupicapnos africana subsp. decipiens (Pugsley) Maire"
 ]
}

 The dataset includes 148 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007683-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yf9c87
title: Occurrence Download

description: A dataset containing 1073208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Insecta",
 "Year is 1985"
 ]
}

 The dataset includes 1073208 records from 1777 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007676-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpredk
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Autochton cellus (Boisduval & Le Conte, 1833)"
 ]
}

 The dataset includes 588 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093697-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qw53qm
title: Occurrence Download

description: A dataset containing 755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (KUBI Herpetology Collection, INSDC Sequences, Herpetofauna asociada a los naidizales de la cuenca media del río Atrato. 2016, Collection Herpetology SMF, Museum of Comparative Zoology, Harvard University, Colección Científica de Referencia Zoológica del Chocó- Herpetología, University of Michigan Museum of Zoology, Division of Reptiles & Amphibians, Colección de anfibios y reptiles, Universidad del Valle (Colección UV-C), NMNH Extant Specimen Records (USNM, US))",
 "Geometry POLYGON((-79.48924 -1.95269,-71.16183 5.55852,-80.55874 16.6614,-88.21587 22.33792,-94.13964 14.66172,-79.48924 -1.95269))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Diasporus amirae Arias, Chaves, Salazar, Salazar-Zúñiga & García-Rodríguez, 2019, Diasporus citrinobapheus Hertz, Hauenschild, Lotzkat & Köhler, 2012, Diasporus darienensis Batista, Köhler, Mebert, Hertz & Vesely, 2016, Diasporus diastema (Cope, 1875), Diasporus gularis (Boulenger, 1898), Diasporus hylaeformis (Cope, 1875), Diasporus majeensis Batista, Köhler, Mebert, Hertz & Vesely, 2016, Diasporus pequeno Batista, Köhler, Mebert, Hertz & Vesely, 2016, Diasporus quidditus (Lynch, 2001), Diasporus sapo Batista, Köhler, Mebert, Hertz & Vesely, 2016, Diasporus tigrillo (Savage, 1997), Diasporus tinker (Lynch, 2001), Diasporus vocator (Taylor, 1955))"
 ]
}

 The dataset includes 755 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093705-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v74t2m
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Moxostoma lacerum (Jordan & Brayton, 1877)"
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093699-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qp4u8f
title: Occurrence Download

description: A dataset containing 22335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia decurrens Willd."
 ]
}

 The dataset includes 22335 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093701-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26103232
title: <b>Investigating the competency of some soft computing techniques for prediction of selected lateritic soils’ strength from index properties</b>

description: This study aimed to assess the ability of some soft computing techniques including ANN, M5P and RF to accurately predict the strength of selected lateritic soils in Southwest Nigeria using index properties including specific gravity, linear shrinkage, liquid limit, plasticity index, fine sand content, and fines content. To achieve this goal, the experimental dataset obtained from the laboratory analyses of three hundred laterite samples taken from thirty different laterite deposits within Southwest Nigeria was divided into a model dataset and gaging dataset. The model dataset contains two hundred and forty data points, which were divided into 70% for training and 15% each for testing and validation, were used to train and compare the proposed models performance. The gaging dataset contains sixty data points, which were used to validate the proposed models against prominent existing models in the literature. The models performances were evaluated using various statistical estimators. Based on the statistical estimators, the proposed models outperformed the existing models in the literature and provided satisfactory performances, thus, they are validated. The obtained R<sup>2</sup> value using the ANN model are 0.9967, 0.9963, 0.9989, and 0.9852 for the training, testing, validation, and gaging dataset, respectively; the R<sup>2</sup> values of M5P models are 0.6676, 0.5501, 0.636 and 0.6727; while the predicted R<sup>2</sup> values of RF model are 0.8346, 0.6380, 0.7564, and 0.7901. This implies that the ANN model is the most reliable estimation for the prediction of lateritic soils’ shear strength. Thus, ANN is strongly recommended for the prediction of lateritic soil strength.
DOI: 10.15468/dl.4wr35c
title: Occurrence Download

description: A dataset containing 560720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae",
 "Year 1900-2024"
 ]
}

 The dataset includes 560720 records from 348 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093645-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk3t23
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-79.90559 -3.12395,-80.0105 -3.03884,-80.33835 -3.3269,-80.15475 -3.91585,-79.56462 -3.9878,-79.33513 -3.8308,-79.44004 -3.43163,-79.90559 -3.12395))",
 "HasGeospatialIssue is false",
 "TaxonKey is Capparaceae"
 ]
}

 The dataset includes 43 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093706-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nxcbr
title: Occurrence Download

description: A dataset containing 2995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anadara tuberculosa (G.B.Sowerby I, 1833)"
 ]
}

 The dataset includes 2995 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093712-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxv6pw
title: Occurrence Download

description: A dataset containing 3821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is Universidad del Valle de Guatemala - Colecciones Biológicas - Reptiles",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 3821 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093709-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4jtcz
title: Occurrence Download

description: A dataset containing 995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Ilex discolor Hemsl."
 ]
}

 The dataset includes 995 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093707-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cqcn8
title: Occurrence Download

description: A dataset containing 2995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anadara tuberculosa (G.B.Sowerby I, 1833)"
 ]
}

 The dataset includes 2995 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093713-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7rnrn
title: Occurrence Download

description: A dataset containing 1435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Capparaceae"
 ]
}

 The dataset includes 1435 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093710-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyq5zf
title: Occurrence Download

description: A dataset containing 73789 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America)",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Lithobates catesbeianus (Shaw, 1802))"
 ]
}

 The dataset includes 73789 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093648-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ep3xa9
title: Occurrence Download

description: A dataset containing 2995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anadara tuberculosa (G.B.Sowerby I, 1833)"
 ]
}

 The dataset includes 2995 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093714-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6wfuq
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-79.99377 -3.17061,-80.29276 -3.3455,-80.19007 -3.60776,-80.08135 -3.87899,-79.74914 -3.82174,-79.54377 -3.70722,-79.47733 -3.53843,-79.53471 -3.39072,-79.57699 -3.37866,-79.57699 -3.37866,-79.99377 -3.17061))",
 "HasGeospatialIssue is false",
 "TaxonKey is Malvaceae"
 ]
}

 The dataset includes 259 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093716-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdh8mq
title: Occurrence Download

description: A dataset containing 2924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Colombia, Mexico, Costa Rica, Ecuador, Panama, Peru, El Salvador, United States of America, Nicaragua, Guatemala)",
 "TaxonKey is Anadara tuberculosa (G.B.Sowerby I, 1833)"
 ]
}

 The dataset includes 2924 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093717-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00010277
title: Stan Test VAMT Licensing 6_25

description: Stan Test VAMT Licensing 6_25
DOI: 10.24396/ordar-146
title: Code related to France et al. "Advances in igneous petrology: Coupling chemical maps with thermodynamic models to tackle mush crystallization dynamics and crystal–melt segregation"

description: Code related to Figures 9 and 10 in the corresponding publication
DOI: 10.15468/dl.pckzrs
title: Occurrence Download

description: A dataset containing 342005 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stratiomyidae"
 ]
}

 The dataset includes 342005 records from 958 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093555-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1376387.10fu
title: SH1376387.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.