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

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-7.5 -7.5,0 -7.5,0 0,-7.5 0,-7.5 -7.5))"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037271-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vct2y
title: Occurrence Download

description: A dataset containing 44058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Year is 2020",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 44058 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037269-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erwq93
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gypsophila muralis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 108 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037270-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q58pny
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 -7.5,7.5 -7.5,7.5 0,0 0,0 -7.5))"
 ]
}

 The dataset includes 287 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037273-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6hr2f
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Lampropeltis ruthveni"
 ]
}

 The dataset includes 58 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037272-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17389083
title: MedicinalLeafBD v1.0: A Leakage-Safe Medicinal Plant Leaf Dataset from Bangladesh

description: MedicinalLeafBD v1.0 is a curated and leakage-safe medicinal plant leaf dataset developed by Ovi Sarker to support deep learning research in plant recognition and medicinal botany. 

The dataset contains 5,454 high-quality images from 16 medicinal plant species commonly found in Bangladesh. Each image was standardized to 224×224 pixels and organized using a leakage-safe split strategy (80% training, 10% validation, 10% testing) to prevent data leakage between sets. Duplicate and near-duplicate images were removed using perceptual hashing (pHash).

Classes include: Ashok, Basil, Cannonball Tree, Cordia, Debdaru, Heaven Lotus, Jarul, Mastwood, Minjiri, Nageshor, Neem, Punnag, Royna, Telakucha, Thankuni, and Vasaka.

All images were collected from publicly available open-access online resources (educational archives, botanical repositories, and Google Images). Data was then restructured, relabeled, and verified manually by the author.

This dataset aims to assist researchers and students working in AI-based medicinal plant classification, transfer learning, and explainable AI (Grad-CAM) visualizations.

**Key Features:**- 5,454 leaf images across 16 plant species- Leakage-safe 80/10/10 data split- Duplicate removal via perceptual hashing- Ready for TensorFlow/Keras transfer learning- Model metadata file (`model_meta.json`) included

**Citation:**O. Sarker, "MedicinalLeafBD v1.0: A Leakage-Safe Medicinal Plant Leaf Dataset from Bangladesh," Zenodo, 2025. DOI: 10.5281/zenodo.17389084.

**License:** Creative Commons Attribution 4.0 International (CC BY 4.0)**Contact:** ovisk20@gmail.com
DOI: 10.5281/zenodo.17389084
title: MedicinalLeafBD v1.0: A Leakage-Safe Medicinal Plant Leaf Dataset from Bangladesh

description: MedicinalLeafBD v1.0 is a curated and leakage-safe medicinal plant leaf dataset developed by Ovi Sarker to support deep learning research in plant recognition and medicinal botany. 

The dataset contains 5,454 high-quality images from 16 medicinal plant species commonly found in Bangladesh. Each image was standardized to 224×224 pixels and organized using a leakage-safe split strategy (80% training, 10% validation, 10% testing) to prevent data leakage between sets. Duplicate and near-duplicate images were removed using perceptual hashing (pHash).

Classes include: Ashok, Basil, Cannonball Tree, Cordia, Debdaru, Heaven Lotus, Jarul, Mastwood, Minjiri, Nageshor, Neem, Punnag, Royna, Telakucha, Thankuni, and Vasaka.

All images were collected from publicly available open-access online resources (educational archives, botanical repositories, and Google Images). Data was then restructured, relabeled, and verified manually by the author.

This dataset aims to assist researchers and students working in AI-based medicinal plant classification, transfer learning, and explainable AI (Grad-CAM) visualizations.

**Key Features:**- 5,454 leaf images across 16 plant species- Leakage-safe 80/10/10 data split- Duplicate removal via perceptual hashing- Ready for TensorFlow/Keras transfer learning- Model metadata file (`model_meta.json`) included

**Citation:**O. Sarker, "MedicinalLeafBD v1.0: A Leakage-Safe Medicinal Plant Leaf Dataset from Bangladesh," Zenodo, 2025. DOI: 10.5281/zenodo.17389084.

**License:** Creative Commons Attribution 4.0 International (CC BY 4.0)**Contact:** ovisk20@gmail.com
DOI: 10.15468/dl.pxe78y
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gypsophila oldhamiana",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037277-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnhgx2
title: Occurrence Download

description: A dataset containing 8465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((15 -7.5,22.5 -7.5,22.5 0,15 0,15 -7.5))"
 ]
}

 The dataset includes 8465 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037276-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9vvtv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Moehringia trinervia",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037278-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13430199
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.adrt3u
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Las tortugas marinas y sus playas de anidación en México"
 ]
}

 The dataset includes 243 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037279-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bj97q
title: Occurrence Download

description: A dataset containing 92140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-37.5 -7.5,-30 -7.5,-30 0,-37.5 0,-37.5 -7.5))"
 ]
}

 The dataset includes 92140 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037253-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrmm6f
title: Occurrence Download

description: A dataset containing 192742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aplexa elongata, Tegula lividomaculata, Tegula viridula, Melloconcha flavescens, Goniobasis catenaria, Coralliophila caribaea, Comarmondia gracilis, Aporrectodea tuberculata, Aporrectodea trapezoides, Ophiodromus pugettensis, Harmothoe bathydomus, Lepidonotus humilis, Perinereis rullieri, Ophryotrocha socialis, Aspidophoroides bartoni, Malapterurus leonensis, Hemiarius sona, Jordanella pulchra, Lebiasina astrigata, Triplophysa pseudoscleroptera, Triplophysa obscura, Mesonoemacheilus triangularis, Danionella mirifica, Rutilus prespensis, Inlecypris auropurpureus, Salmophasia bacaila, Herzensteinia microcephalus, Mesobola brevianalis, Schizothorax kozlovi, Puntius filamentosus, Puntius snyderi, Schizopygopsis thermalis, Ancherythroculter nigrocauda, Acantopsis choirorhynchos, Chromidotilapia nana, Herichthys labridens, Eleotris lineata, Yongeichthys nebulosus, Trimma caudomaculatum, Zebrasoma velifer, Coreoperca loona, Sectator ocyurus, Lepidonotothen nudifrons, Lepidonotothen larseni, Lepidonotothen mizops, Trichiurus japonicus, Kaiwarinus equula, Sillaginopsis domina, Pama pama, Menticirrhus martinicensis, Trachinocephalus myops, Lampanyctus ater, Chimaera ogilbyi, Amietophrynus gracilipes, Pelophylax caralitanus, Hylarana maosonensis, Rana vaillanti, Rana catesbeiana, Hyla cinerea, Litoria caerulea, Litoria papua, Phyllomedusa tomopterna, Phyllomedusa hypochondrialis, Hypsiboas albopunctatus, Micropteropus pusillus, Lonchophylla thomasi, Neovison vison, Aonyx cinereus, Mogera robusta, Oryzomys albigularis, Bos indicus, Bos primigenius, Phelsuma andamanense, Falcipennis canadensis, Amazilia franciae, Ammodramus nelsoni, Ammodramus maritimus, Dolospingus fringilloides, Bathocyroe fosteri, Lineus bicolor, Phascolosoma esculentum, Magnusiomyces ingens, Haliptilon squamatum, Dasya plumosa, Callophyllis laciniata, Pratia angulata, Phytophthora sinensis, Bordetella bronchiseptica, Burkholderia pseudomallei, Streptomyces griseorubens, Streptomyces graminofaciens, Arthrobacter aurescens, Kibdelosporangium philippinense, Agromyces hippuratus, Microbacterium gubbeenense, Clonostachys byssicola, Przewalskium albirostris, Sus scrofa cristatus, Mus musculus domesticus, Zeugopterus norvegicus)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 192742 records from 1019 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037258-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14141233
title: Mental Health Risk Assessment from Social Media
DOI: 10.25835/t53h4urc
title: Messung phänomenologischer Koeffizienten zur Modellierung des Wärme- und Stofftransportes in ionenleitenden Oxidkeramiken am Beispiel von 10Sc1CeSZ

description: Dieser Datensatz enthält die Daten für den DFG-Abschlussbericht „Messung phänomenologischer Koeffizienten zur Modellierung des Wärme- und Stofftransportes in ionenleitenden Oxidkeramiken am Beispiel von 10Sc1CeSZ". Der Datensatz umfasst alle relevanten Rohdaten der Messungen. Danksagung: Dieses Forschungsprojekt wurde von der Deutschen Forschungsgemeinschaft (DFG) gefördert (Förderkennzeichen: 411083236).
DOI: 10.15468/dl.rwmck5
title: Occurrence Download

description: A dataset containing 905 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xylella fastidiosa Wells et al., 1987"
 ]
}

 The dataset includes 905 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004169-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7zgkj
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.49339 43.28107,4.16427 43.48094,4.29814 43.88097,3.86144 43.97207,3.39435 43.88097,3.23364 43.6455,3.49339 43.28107))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Gratiola officinalis L."
 ]
}

 The dataset includes 446 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004167-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jq9x7s
title: Occurrence Download

description: A dataset containing 1431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.44936 10.92156,-75.30522 10.69311,-75.29814 10.58805,-75.2889 10.45107,-75.18556 10.44563,-75.05774 10.2879,-74.84561 10.17911,-74.72323 10.32597,-74.67428 10.86717,-74.9408 11.29686,-75.44936 10.92156))",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 1431 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008876-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spe9p7
title: Occurrence Download

description: A dataset containing 3817 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fungal 18S Ribosomal RNA (SSU) RefSeq Targeted Loci Project"
 ]
}

 The dataset includes 3817 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008878-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16879413
title: Detailed Information of border-defined proviruses (BDPs) and border-undefined proviruses (BUPs)
DOI: 10.5281/zenodo.17182869
title: Detailed Information of border-defined proviruses (BDPs) and border-undefined proviruses (BUPs)
DOI: 10.15468/dl.s3kykq
title: Occurrence Download

description: A dataset containing 1324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nypa fruticans",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1324 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008879-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17182705
title: Conjuntos de dados utilizados no artigo "Conceito de Dados Altmétricos: as propriedades dos dados oferecidos pela plataforma Altmetric.com"

description: Este conjunto de dados foi recuperado no dia 25/06/2024 por meio da busca avançad da plataforma Altmetric.comOs dados foram utilizado nas análises altmétricas desenvolvidas no artigo  "Conceito de Dados Altmétricos: as propriedades dos dados oferecidos pela plataforma Altmetric.com, a ser publicado na revista  "Revistas Científicas de la Universidad de Murcia" (inserir Link).

Compreende três arquivos no formato .csv:- Term_Altmetric_Altmetric-Research-Outputs.csv: menções rastreadas (Altmetric.com) referentes ao termo "Altmetric".- Orcid_0000-0001-6065-205X_Altmetric-Research-Outputs.csv: menções rastreadas (Altmetric.com) referentes ao registro 0000-0001-6065-205X no Orcid.- ISSN_2641-3337_Altmetric-Research-Outputs.csv: menções rastreadas rastreadas (Altmetric.com) referentes ao ISSN 2641-3337 (Quantitative Science Studies, QSS).
DOI: 10.5281/zenodo.17182706
title: Conjuntos de dados utilizados no artigo "Conceito de Dados Altmétricos: as propriedades dos dados oferecidos pela plataforma Altmetric.com"

description: Este conjunto de dados foi recuperado no dia 25/06/2024 por meio da busca avançad da plataforma Altmetric.comOs dados foram utilizado nas análises altmétricas desenvolvidas no artigo  "Conceito de Dados Altmétricos: as propriedades dos dados oferecidos pela plataforma Altmetric.com, a ser publicado na revista  "Revistas Científicas de la Universidad de Murcia" (inserir Link).

Compreende três arquivos no formato .csv:- Term_Altmetric_Altmetric-Research-Outputs.csv: menções rastreadas (Altmetric.com) referentes ao termo "Altmetric".- Orcid_0000-0001-6065-205X_Altmetric-Research-Outputs.csv: menções rastreadas (Altmetric.com) referentes ao registro 0000-0001-6065-205X no Orcid.- ISSN_2641-3337_Altmetric-Research-Outputs.csv: menções rastreadas rastreadas (Altmetric.com) referentes ao ISSN 2641-3337 (Quantitative Science Studies, QSS).
DOI: 10.15468/dl.3fpxaj
title: Occurrence Download

description: A dataset containing 30189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hura crepitans",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 30189 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008880-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17180464
title: Phylogenetic Analysis of Sex-Specific Recombination Rate Evolution in House Mice

description: Code and supplemental files required to reproduce analyses and results from https://doi.org/10.1101/2025.06.16.659996.
DOI: 10.5281/zenodo.17184616
title: Phylogenetic Analysis of Sex-Specific Recombination Rate Evolution in House Mice

description: Code and supplemental files required to reproduce analyses and results from https://doi.org/10.1101/2025.06.16.659996.
DOI: 10.5281/zenodo.15279415
title: Boron-Emitter Development for TOPCon c-Si Solar Cells based on Plasma-Deposited Boron Diffusion Source and Poly-Si(n) Passivating Contact
DOI: 10.5281/zenodo.15279416
title: Boron-Emitter Development for TOPCon c-Si Solar Cells based on Plasma-Deposited Boron Diffusion Source and Poly-Si(n) Passivating Contact
DOI: 10.15468/dl.huegky
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Omphalodes verna",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008883-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6dcfv
title: Occurrence Download

description: A dataset containing 7122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Omphalodes verna",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7122 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008881-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwyydw
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008882-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17184645
title: Parameters for arxiv2509 .05103
DOI: 10.5281/zenodo.17184646
title: Parameters for arxiv2509 .05103
DOI: 10.6084/m9.figshare.30188188
title: CS——Table 1. Baseline characteristics of population stratified by CircS (n=2074).docx

description: CS——Table 1. Baseline characteristics of population stratified by CircS (n=2074).docx
DOI: 10.6084/m9.figshare.30188188.v1
title: CS——Table 1. Baseline characteristics of population stratified by CircS (n=2074).docx

description: CS——Table 1. Baseline characteristics of population stratified by CircS (n=2074).docx
DOI: 10.5281/zenodo.17154491
title: A novel, single-step LC-ELSD method to characterize the aliphatic fraction of natural waxes

description: Set of raw data that was used to substantiate the outcomes of the publication "A novel, single-step LC-ELSD method to characterize the aliphatic fraction of natural waxes".

The dataset includes raw data of LC-ELSD measurements (used for calibration, validation with standard mixtures, and natural waxes) and GC-FID (natural waxes). It furhter includes the retention times derived from standard measurements and Matlab codes used for blank subtraction, peak integration, and retention time correction of shifted peaks.
DOI: 10.5281/zenodo.17154492
title: A novel, single-step LC-ELSD method to characterize the aliphatic fraction of natural waxes

description: Set of raw data that was used to substantiate the outcomes of the publication "A novel, single-step LC-ELSD method to characterize the aliphatic fraction of natural waxes".

The dataset includes raw data of LC-ELSD measurements (used for calibration, validation with standard mixtures, and natural waxes) and GC-FID (natural waxes). It furhter includes the retention times derived from standard measurements and Matlab codes used for blank subtraction, peak integration, and retention time correction of shifted peaks.
DOI: 10.24382/3a138e2e-9aef-4d57-b6f2-75981d2e87a3
title: Sediment data

description: Sediment data collected onshore and offshore the north coast of Cornwall
DOI: 10.15468/dl.kjdgw7
title: Occurrence Download

description: A dataset containing 387472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acrocephalus arundinaceus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 387472 records from 652 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008832-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5883/ds-salthgn1
title: Kiran Marathe, Lukasz Trebicki, Katarzyna Janik-Superson, Abdulloh Samoh, Junxia Zhang, Wayne P. Maddison

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.