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

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornu aspersum",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 152 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058703-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pz9k9
title: Occurrence Download

description: A dataset containing 549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornu aspersum",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 549 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058704-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9d32dh
title: Occurrence Download

description: A dataset containing 1243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornu aspersum",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1243 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058705-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8da2gs
title: Occurrence Download

description: A dataset containing 34732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Apopellia endiviifolia"
 ]
}

 The dataset includes 34732 records from 406 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058702-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52jaz4
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum lycopersicum",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058706-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74vy96
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Salvia chanryoenica"
 ]
}

 The dataset includes 125 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058707-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8e7je
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aster tripolium"
 ]
}

 The dataset includes 174 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058708-250717081556266/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.28955456.v1
title: HEFMI-ICH: A Hybrid EEG-fNIRS Motor Imagery Dataset for Brain-Computer Interface in Intracerebral Hemorrhage

description: EEG and fNIRS hybrid brain-computer interface dataset of right and left hand motor imagery for ordinary people and ICH patients. The detailed description and processing methods of this paper have been published in the related paper. Ethical approval has been obtained. The data in this database can only be used for research and learning purposes, and commercial applications are prohibited. Article citation is required to use this database.
DOI: 10.15468/dl.htwfm7
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum lycopersicum",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 338 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058709-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rupeb4
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum lycopersicum",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058710-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anx9be
title: Occurrence Download

description: A dataset containing 915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sanicula chinensis"
 ]
}

 The dataset includes 915 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058711-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6mbds
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornu aspersum",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 590 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058714-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uq3657
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornu aspersum",
 "Country is Haiti",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058713-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzu4x5
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornu aspersum",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 535 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058715-250717081556266/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.26316745
title: Test species discrimination in Codonopsis (Campanulaceae) using genome skimming data

description: To overcome the limitations of conventional barcoding loci, plastid genome (plastome) and nuclear ribosomal DNA (nrDNA) sequences recovered from genome skimming, proposed as "super-barcodes," have been suggested as candidates for delimitating recently diverged species or complex plant groups. DNA super-barcodes must be further assessed for their effectiveness in other diverse plant groups. This research focused on the genus <i>Codonopsis</i>, a medicinally significant yet taxonomically complex group characterized by morphology similarity and high phenotypic plasticity in response to environmental conditions. We analyzed standard DNA barcodes and super-barcodes across 81 individuals from 36 of the 42 species of <i>Codonopsis</i> from Asia. Our work provides a comprehensive DNA barcode library for <i>Codonopsis</i> species identification. Our findings demonstrated that super-barcodes significantly improved the phylogenetic resolution and the discriminatory power compared to standard DNA barcodes. Since mitochondrial sequence variation is generally low in plant species, few studies have assessed its effectiveness as super-barcodes. We screened the mitochondrial protein-coding sequences (CDS) using genome skimming and evaluated the identification capacity of their combination. Unexpectedly, the discriminatory power of mitochondrial DNA with high nucleotide variation was comparable to that of the concatenated plastid CDS. However, the organelle genome cannot wholly determine the species boundaries of <i>Codonopsis</i>, which might be related to their rapid evolutionary radiation, ILS, hybridization, and strong natural selection. Future multi-locus nuclear markers will likely be developed in plants for additional discriminatory power. Our study provides new knowledge and insights into species discrimination of recently evolved <i>Codonopsis</i> taxa in a biodiversity hotspot.
DOI: 10.6084/m9.figshare.26316745.v2
title: Test species discrimination in Codonopsis (Campanulaceae) using genome skimming data

description: To overcome the limitations of conventional barcoding loci, plastid genome (plastome) and nuclear ribosomal DNA (nrDNA) sequences recovered from genome skimming, proposed as "super-barcodes," have been suggested as candidates for delimitating recently diverged species or complex plant groups. DNA super-barcodes must be further assessed for their effectiveness in other diverse plant groups. This research focused on the genus <i>Codonopsis</i>, a medicinally significant yet taxonomically complex group characterized by morphology similarity and high phenotypic plasticity in response to environmental conditions. We analyzed standard DNA barcodes and super-barcodes across 81 individuals from 36 of the 42 species of <i>Codonopsis</i> from Asia. Our work provides a comprehensive DNA barcode library for <i>Codonopsis</i> species identification. Our findings demonstrated that super-barcodes significantly improved the phylogenetic resolution and the discriminatory power compared to standard DNA barcodes. Since mitochondrial sequence variation is generally low in plant species, few studies have assessed its effectiveness as super-barcodes. We screened the mitochondrial protein-coding sequences (CDS) using genome skimming and evaluated the identification capacity of their combination. Unexpectedly, the discriminatory power of mitochondrial DNA with high nucleotide variation was comparable to that of the concatenated plastid CDS. However, the organelle genome cannot wholly determine the species boundaries of <i>Codonopsis</i>, which might be related to their rapid evolutionary radiation, ILS, hybridization, and strong natural selection. Future multi-locus nuclear markers will likely be developed in plants for additional discriminatory power. Our study provides new knowledge and insights into species discrimination of recently evolved <i>Codonopsis</i> taxa in a biodiversity hotspot.
DOI: 10.6084/m9.figshare.26316745.v1
title: Test species discrimination in Codonopsis (Campanulaceae) using genome skimming

description: Molecular species discrimination is significant where traditional taxonomic approaches fail. To overcome the limitations of conventionalbarcoding loci, plastid genome(plastome) and nuclear ribosomal DNA (nrDNA) sequencesrecovered from genome skimming,proposed as "super-barcodes," have been suggested as candidates for delimitating recently diverged species or complex plant groups. DNA super-barcodes must be assessed for their effectiveness in additional diverse plant species. In this study, we implemented an instance in the medically significant but taxonomically complex genus Codonpsis, complicated by the simple morphology and trends toward environmental plasticity. We analyzed multiple data sets, including standard DNA barcodes and super-barcodes, across 81 individuals from 36out of 42 species of Codonopsisfrom Asia.
DOI: 10.15468/dl.ugawup
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoplophora glabripennis",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058716-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbm9nm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoplophora glabripennis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058717-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyvdy7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum lycopersicum",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058719-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.weysdh
title: Occurrence Download

description: A dataset containing 977 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is REU",
 "OccurrenceStatus is Present",
 "TaxonKey is Rusa timorensis"
 ]
}

 The dataset includes 977 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058721-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y49yep
title: Occurrence Download

description: A dataset containing 31587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Parthenium hysterophorus"
 ]
}

 The dataset includes 31587 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058718-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujy7bv
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cornu aspersum",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058720-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2mndmb
title: CCDC 2432682: Experimental Crystal Structure Determination

description: Related Article: Xiyuan Zhou|2025|CSD Communication|||
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: 10.5517/ccdc.csd.cc2mn9h3
title: CCDC 2432585: Experimental Crystal Structure Determination

description: Related Article: Xiyuan Zhou|2025|CSD Communication|||
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: 10.6084/m9.figshare.29650646
title: GIRAFFE for YIHEN

description: asda
DOI: 10.6084/m9.figshare.29650646.v2
title: GIRAFFE for YIHEN

description: asda
DOI: 10.6084/m9.figshare.29650646.v1
title: GIRAFFE for YIHEN

description: asda
DOI: 10.15468/dl.vtnb6u
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoplophora glabripennis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 52 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058722-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pmvjb
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum lycopersicum",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058723-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb4ng7
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leymus mollis"
 ]
}

 The dataset includes 286 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058725-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjxp4s
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum lycopersicum",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058724-250717081556266/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.29652839
title: immersive 360 video，Correlations（全景视频，各组中变量的相关性）

description: immersive 360 video，Correlations（全景视频，各组中变量的相关性）
DOI: 10.6084/m9.figshare.29652839.v1
title: immersive 360 video，Correlations（全景视频，各组中变量的相关性）

description: immersive 360 video，Correlations（全景视频，各组中变量的相关性）
DOI: 10.15468/dl.wby9sd
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vibrio cholerae",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058726-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gwwxc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vibrio cholerae",
 "Country is Burundi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058727-250717081556266/datasets/export for details.
DOI: 10.15468/dl.szue2d
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Micranthes oblongifolia"
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058728-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gggeak
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vibrio cholerae",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058729-250717081556266/datasets/export for details.
DOI: 10.15468/dl.ayj7gc
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Angelica gigas"
 ]
}

 The dataset includes 218 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058730-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7afamv
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000820-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rtf33
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007915-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79taxx
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enkianthus perulatus (Miq.) C.K.Schneid., Enkianthus perulatus subsp. taiwanianus (S.S.Ying) Y.C.Liu, Enkianthus perulatus var. taiwanianus (S.S.Ying) Y.C.Liu, Enkianthus perulatus var. japonicus (Hook.fil.) Nakai, Enkianthus perulatus f. japonicus (Hook.fil.) Kitam.)"
 ]
}

 The dataset includes 590 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071835-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ibmdjj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007904-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.