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

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Accipiter collaris P.L.Sclater, 1860"
 ]
}

 The dataset includes 215 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043445-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vks55t
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Elevation 2525.0-9999.0m",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Carex stricta Lam.",
 "TaxonKey is Carex striata Michx."
 ]
 },
 "Year 1980-2020"
 ]
}

 The dataset includes 43 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113653-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szxdbu
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xerospermophilus perotensis (Merriam, 1893)"
 ]
}

 The dataset includes 156 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005289-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vumdep
title: Occurrence Download

description: A dataset containing 26859363 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 26859363 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043446-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vf5yy
title: Occurrence Download

description: A dataset listing the 27 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Afghanistan",
 "TaxonKey is Salvia L."
 ]
}

 The dataset's 27 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140127-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9wc38
title: Occurrence Download

description: A dataset containing 772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater Lamprey Survey Data"
 ]
}

 The dataset includes 772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005293-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp13ih
title: Occurrence Download

description: A dataset containing 579442 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lauraceae"
 ]
}

 The dataset includes 579442 records from 898 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043447-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4tsxk
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.16_1",
 "TaxonKey is Crotalus Linnaeus, 1758"
 ]
}

 The dataset includes 264 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145634-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnuvsr
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((98.86100 29.65076,173.13900 29.65076,173.13900 59.34924,98.86100 59.34924,98.86100 29.65076))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lethenteron reissneri (Dybowski, 1869)",
 "Year 2003-2023"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005288-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3q2uej
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Dysdera crocata C.L.Koch, 1838"
 ]
}

 The dataset includes 41 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043451-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdb8mz
title: Occurrence Download

description: A dataset containing 4374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zambia",
 "DatasetKey is CABI Africa Invasive and Alien Species data"
 ]
}

 The dataset includes 4374 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104443-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mh4jep
title: Occurrence Download

description: A dataset containing 5787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ononis striata Gouan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5787 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001365-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9v6kcp
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glaucium refractocarpum Gilli"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012489-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aphq5q
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Alstroemeria punctata Ravenna",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028395-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qx7yup
title: Occurrence Download

description: A dataset listing the 4350 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.9.12.1_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 4350 records were derived from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150020-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um3c3e
title: Occurrence Download

description: A dataset containing 6874 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Trochalopteron fairbanki Blanford, 1869"
 ]
}

 The dataset includes 6874 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012454-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qak5cx
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antrocaryon micraster A.Chev. & Guillaumin"
 ]
}

 The dataset includes 228 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028395-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4fz9m
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidium alyssoides A.Gray",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 136 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163031-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kj9tpk
title: Occurrence Download

description: A dataset containing 731043 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FishBase Database"
 ]
}

 The dataset includes 731043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012469-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffeubd
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Crenea Aubl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 81 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028396-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9w6jtz
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysimum asperum (Nutt.) DC.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 529 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163025-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjgw3q
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glaucium quadratifolium Fedde"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012487-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m1gjiy
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylorchilus sumichrasti (Lawrence, 1871)"
 ]
}

 The dataset includes 414 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028396-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qduyc
title: Occurrence Download

description: A dataset containing 843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diervilla lonicera Mill.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 843 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163083-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzmeyg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium expansum Dahlst."
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020793-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmrors
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anacardium othonianum Rizzini"
 ]
}

 The dataset includes 28 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028396-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy45zx
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cabomba haynesii Wiersema",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163053-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iflrdm
title: Occurrence Download

description: A dataset containing 7944 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligustrum sinense Lour."
 ]
}

 The dataset includes 7944 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028397-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nr8j2e
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphoricarpos sinensis Rehder",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 52 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020854-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7dfmy
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drymobius chloroticus (Cope, 1886)"
 ]
}

 The dataset includes 312 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174695-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.555bdn
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Herminium coiloglossum Schltr."
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020773-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ipqhe8
title: Occurrence Download

description: A dataset containing 408 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phytotoma raimondii Taczanowski, 1883"
 ]
}

 The dataset includes 408 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028402-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxh9qt
title: Occurrence Download

description: A dataset containing 1958022 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrostis L."
 ]
}

 The dataset includes 1958022 records from 1292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207075-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wz9cypszz2.1
title: JWMM LAMAN_VELASQUEZ(2025)

description: Data for modeling
DOI: 10.6084/m9.figshare.30328855
title: Files for Training/Inferencing Mixture-of-Experts Transformers for Deorbitalized Meta-GGA Density Functionals

description: This dataset contains the pre-processing, training and inference files to learn deorbitalized surrogate models for orbital-dependent, semi-local meta-GGA exchange correlation functionals using Mixture-of-Experts transformers. Expert domains are defined using K-means clustering of principal components of orbital-dependent functional predictions. Expert models are trained using a transfer learning protocol of pre-training and fine-tuning. A gating network is trained to route integration grid points to each expert model. The files in the "Inference" and "System Input Files" directories are required to run the model scripts in "<i>https://github.com/amitmc1/MetaGGA-Transformers/tree/main/Inference</i>".
DOI: 10.6084/m9.figshare.30328855.v1
title: Files for Training/Inferencing Mixture-of-Experts Transformers for Deorbitalized Meta-GGA Density Functionals

description: This dataset contains the pre-processing, training and inference files to learn deorbitalized surrogate models for orbital-dependent, semi-local meta-GGA exchange correlation functionals using Mixture-of-Experts transformers. Expert domains are defined using K-means clustering of principal components of orbital-dependent functional predictions. Expert models are trained using a transfer learning protocol of pre-training and fine-tuning. A gating network is trained to route integration grid points to each expert model. The files in the "Inference" and "System Input Files" directories are required to run the model scripts in "<i>https://github.com/amitmc1/MetaGGA-Transformers/tree/main/Inference</i>".
DOI: 10.34810/data882
title: Modifications Identified on the Tooth Surface by each Reagment

description: Small mammals are a key study element for paleoenvironmental and paleoclimatic reconstruction, especially in the case of rodents due to their high adaptability. Their teeth play a crucial role in these studies for taxonomic assignment and the identification of taphonomic accumulation agents. Small rodent teeth, due to their size, are typically cleaned using chemical methods; however, this approach lacks precision and can harm materials. This study aimed to evaluate different cleaning methods on a sample of Meriones teeth with carbonate concretions from Kaldar Cave (Iran), not only to evaluate their efficacy, but also to characterise the possible modifications. The surface and composition of the samples were documented through microcomputed tomography and analysed before and after cleaning to identify any changes. Three cleaning reagents were tested based on sedimentary matrix and tooth composition: acetic acid, Tetrasodium ethylenediaminetetraacetic acid (EDTA), and sodium hexametaphosphate. These products were applied individually, in combination with mechanical cleaning and ultrasounds bath. Acetic acid and EDTA were the most successful in removing concretions, whereas sodium hexametaphosphate was less effective. However, the study revealed that these cleaning methods could cause some surface modifications, including scratches, volumetric losses, dentine displacement, opacity, and changes resembling digestion processes. These alterations must be considered when applying these methods to avoid interference with subsequent taphonomic or taxonomic studies.
DOI: 10.15468/dl.re3dut
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia",
 "HasCoordinate is true",
 "Country is Portugal"
 ]
}

 The dataset includes 62 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005140-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1136987.10fu
title: SH1136987.10FU

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.
DOI: 10.15156/bio/sh1136991.10fu
title: SH1136991.10FU

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.