cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qykd89
title: Occurrence Download

description: A dataset containing 17988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.13286 8.547,-74.65128 8.8678,-74.578 9.26065,-74.76644 9.5292,-74.96536 9.9213,-74.93395 10.25113,-75.46787 10.33354,-75.93897 10.20992,-75.84475 9.83879,-75.7952 9.39013,-75.59629 9.10081,-75.28222 8.88366,-75.13286 8.547))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia",
 "Year 2019-2019"
 ]
}

 The dataset includes 17988 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264733-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hycg3p
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muscari dolichanthum Woronow & Tron"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044444-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3z8uev
title: Occurrence Download

description: A dataset containing 1964901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "StateProvince is OAXAcA"
 ]
}

 The dataset includes 1964901 records from 1206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264766-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks92e5
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus lipomonostachyus Goetgh."
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018690-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4p4hx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nothoscordum velazcoense Ravenna"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048675-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvnda8
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macromia margarita Westfall, 1947"
 ]
}

 The dataset includes 48 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026280-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bckrty
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nothoscordum saltense Ravenna"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048644-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7dn3t
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Euproserpinus euterpe, Euproserpinus euterpe, 193533210, Euproserpinus euterpe Edwards, 1888, Euproserpinus euterpe H.Edwards, 1888, Euproserpinus euterpe Henry Edwards, 1888, Euproserpinus euterpe Edwards, 1888)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264775-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddyzcq
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dactylicapnos schneideri (Fedde) Lidén"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018691-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jwrpk
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macromia margarita Westfall, 1947"
 ]
}

 The dataset includes 48 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026274-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae6tr3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nothoscordum scabridulum Beauverd"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048648-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqwf3y
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia spilantha Königer"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020388-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2x4yd7
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinium aemulans Nevski"
 ]
}

 The dataset includes 146 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018686-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hm8zhs
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panstrongylus howardi (Neiva, 1911)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070161-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8evt3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muscari hierosolymitanum Ravenna"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044448-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fx2b2
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia striatella Rchb.f."
 ]
}

 The dataset includes 188 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020397-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcrqzw
title: Occurrence Download

description: A dataset containing 73319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.15_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2017-2023"
 ]
}

 The dataset includes 73319 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048669-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n99jub
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinium afghanicum Rech.fil."
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018692-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qptww
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nothoscordum sengesianum Ravenna"
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048650-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bup9nc
title: Occurrence Download

description: A dataset containing 75414 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 {
 "and" : [
 "Year 2013-2023",
 "DatasetKey is one of (NatureServe Network Species Occurrence Data)",
 "OccurrenceStatus is one of (Present)"
 ]
 }
 ]
}

 The dataset includes 75414 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026267-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fshck9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia sururuana Campacci"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020415-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9qs4p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium macrifolium J.J.Sm."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018687-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kumrb3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muscari fertile Ravenna"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044445-230530130749713/datasets/export for details.
DOI: 10.15468/dl.5dndss
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nothostele brasiliaensis J.A.N.Bat., Meneguzzo & Bianch."
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048696-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ds5fd
title: Occurrence Download

description: A dataset containing 1154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acrosynanthus latifolius Standl., Acrosynanthus minor Urb., Acrosynanthus revolutus Urb., Blepharidium guatemalense Standl., Mazaea phialanthoides (Griseb.) Krug & Urb., Mazaea shaferi (Standl.) Delprete, Phyllomelia coronata Griseb., Rhachicallis americana (Jacq.) Hitchc., Roigella correifolia (Griseb.) Borhidi & M.Fernández, Rondeletia alaternoides subsp. alaternoides, Rondeletia alaternoides subsp. brachyloba M.Fernández & Borhidi, Rondeletia barahonensis Urb., Rondeletia cincta Griseb., Rondeletia hameliifolia Dwyer & M.V.Hayden, Rondeletia inermis (Spreng.) Krug & Urb., Rondeletia intermixta Britton, Rondeletia intermixta subsp. intermixta, Rondeletia lomensis Urb., Rondeletia miraflorensis M.Fernández & Borhidi, Rondeletia nipensis Urb., Rondeletia odorata Jacq., Rondeletia pachyphylla Krug & Urb., Rondeletia pachyphylla subsp. myrtilloides M.Fernández & Borhidi, Rondeletia pilosa Sw., Rondeletia pitreana Urb. & Ekman, Rondeletia portoricensis Krug & Urb., Rovaeanthus strigosus (Benth.) Borhidi, Rovaeanthus suffrutescens (Brandegee) Borhidi, Stevensia buxifolia Poit., Suberanthus brachycarpus (Griseb.) Borhidi & M.Fernández, Suberanthus neriifolius (A.Rich.) Borhidi & M.Fernández, Suberanthus stellatus (Griseb.) Borhidi & M.Fernández)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 1154 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264778-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynvbmm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muscari filiforme Ravenna"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044446-230530130749713/datasets/export for details.
DOI: 10.15468/dl.nzjjdr
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus liporobinsonii Goetgh."
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018696-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2ntcg
title: Occurrence Download

description: A dataset containing 4862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is BISON",
 "TaxonKey is Salvelinus namaycush (Walbaum, 1792)"
 ]
}

 The dataset includes 4862 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026289-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17295410
title: ETP Dataset

description: This is the dataset for Examination Timetabling Problem.Files included:
- Student_public.csv — columns: StudentAlias. This file contains list of students.
- StudSub_public.csv — columns: StudentAlias, SubCode. This list indicating which subjects students must take.
- Invigilator_public.csv — columns: InvigilatorAlias, NumberOfClass. This file contains a list of invigilators and the number of classes they taught during the semester. 
- SubjectInvigilator.csv — binary supervision matrix (0/1) indicating which invigilators are eligible to supervise which subjects.
- Subject.csv — list of subjects together with the exam duration (in minutes) for each subject.
- Room.csv — list of rooms
- NumberStudentPerSubject.csv — this file shows how many students took the exam for each subject, in order from one to the end.
- StudentSubject.csv — binary supervision matrix (0/1) indicating which students are required to take which subjects
DOI: 10.5281/zenodo.17295411
title: ETP Dataset

description: This is the dataset for Examination Timetabling Problem.Files included:
- Student_public.csv — columns: StudentAlias. This file contains list of students.
- StudSub_public.csv — columns: StudentAlias, SubCode. This list indicating which subjects students must take.
- Invigilator_public.csv — columns: InvigilatorAlias, NumberOfClass. This file contains a list of invigilators and the number of classes they taught during the semester. 
- SubjectInvigilator.csv — binary supervision matrix (0/1) indicating which invigilators are eligible to supervise which subjects.
- Subject.csv — list of subjects together with the exam duration (in minutes) for each subject.
- Room.csv — list of rooms
- NumberStudentPerSubject.csv — this file shows how many students took the exam for each subject, in order from one to the end.
- StudentSubject.csv — binary supervision matrix (0/1) indicating which students are required to take which subjects
DOI: 10.15468/dl.bxmde9
title: Occurrence Download

description: A dataset containing 4055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Araucaria araucana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4055 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005541-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tfdh737bh8
title: Novel dinucleotide variant at 5' splice sites in the F8 gene causes exon 19 skipping

description: This repository provides the raw sequencing data for a Chinese family with hemophilia A described and analysed in our manuscript. These data include DNA Sanger sequencing results for exon 19 of the F8 gene in the proband and relevant family members (II2, III1, and III2), cDNA sequencing results for wild-type and mutant-typ bands, results for minigene recombinant vector construction (pcMINI and pcMINI-C), and sequencing results for RT-PCR products from HeLa and HEK-293T cell lines (bands a and b) in minigene splicing assays.
DOI: 10.17632/tfdh737bh8.1
title: Novel dinucleotide variant at 5' splice sites in the F8 gene causes exon 19 skipping

description: This repository provides the raw sequencing data for a Chinese family with hemophilia A described and analysed in our manuscript. These data include DNA Sanger sequencing results for exon 19 of the F8 gene in the proband and relevant family members (II2, III1, and III2), cDNA sequencing results for wild-type and mutant-typ bands, results for minigene recombinant vector construction (pcMINI and pcMINI-C), and sequencing results for RT-PCR products from HeLa and HEK-293T cell lines (bands a and b) in minigene splicing assays.
DOI: 10.17632/hpfv67fgb8
title: BARI-EmoSpeech: A Dialect-Specific Speech Emotion Recognition Dataset for Barishal Bangla

description: Dataset Overview
BARI-EmoSpeech is the inaugural public dataset for speech emotion recognition (SER) in the Barishal dialect of Bangla, addressing gaps in low-resource affective computing where standard models fail on dialectal traits like vowel elongations and intonation shifts. It includes 2,312 spontaneous audio utterances (1.67 hours total) across five emotions: Affection (500 samples), Happiness (407), Jealousy (605), Normal (500), and Sadness (300). Imbalance mirrors real-world elicitability, with Jealousy dominant and Sadness sparse.
Collection Methodology
Five native Barishal speakers (aged 22–45, gender-balanced) collected samples via culturally relevant prompts (e.g., festival recollections for Happiness). Recorded at 16 kHz on mobile devices in quiet settings (3–5 s average; median 2.28 s), data underwent dual annotation (Fleiss' Kappa κ = 0.82).
Data Format and Access
WAV files (mono, 16 kHz, 16-bit) in /train/{class}/ and /val/{class}/, plus CSV metadata (ID, duration, speaker, emotion). Includes F0/RMS violin plots.
DOI: 10.17632/hpfv67fgb8.1
title: BARI-EmoSpeech: A Dialect-Specific Speech Emotion Recognition Dataset for Barishal Bangla

description: Dataset Overview
BARI-EmoSpeech is the inaugural public dataset for speech emotion recognition (SER) in the Barishal dialect of Bangla, addressing gaps in low-resource affective computing where standard models fail on dialectal traits like vowel elongations and intonation shifts. It includes 2,312 spontaneous audio utterances (1.67 hours total) across five emotions: Affection (500 samples), Happiness (407), Jealousy (605), Normal (500), and Sadness (300). Imbalance mirrors real-world elicitability, with Jealousy dominant and Sadness sparse.
Collection Methodology
Five native Barishal speakers (aged 22–45, gender-balanced) collected samples via culturally relevant prompts (e.g., festival recollections for Happiness). Recorded at 16 kHz on mobile devices in quiet settings (3–5 s average; median 2.28 s), data underwent dual annotation (Fleiss' Kappa κ = 0.82).
Data Format and Access
WAV files (mono, 16 kHz, 16-bit) in /train/{class}/ and /val/{class}/, plus CSV metadata (ID, duration, speaker, emotion). Includes F0/RMS violin plots.
DOI: 10.17632/w6vbfsfbpp
title: The Rate of Mantle Processing Controls the Pace of Silicate Earth Evolution

description: It contains all the figures, tables, and supplementary material.
DOI: 10.15468/dl.5pz949
title: Occurrence Download

description: A dataset containing 31199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agriades optilete (Knoch, 1781))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 31199 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001422-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phwnh3
title: Occurrence Download

description: A dataset containing 1356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Jubaea chilensis (Molina) Baill."
 ]
}

 The dataset includes 1356 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001423-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.