cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/r6wch2gkdh
title: APPLICATION OF TECHNOLOGY IN ASSESSING LITERATURE COMPETENCE AT SECONDARY SCHOOL IN VIETNAM: AN APPROACH ACCORDING TO THE TECHNOLOGY ACCEPTANCE MODEL

description: Data: APPLICATION OF TECHNOLOGY IN ASSESSING LITERATURE COMPETENCE AT SECONDARY SCHOOL IN VIETNAM: AN APPROACH ACCORDING TO THE TECHNOLOGY ACCEPTANCE MODEL
DOI: 10.17632/r6wch2gkdh.1
title: APPLICATION OF TECHNOLOGY IN ASSESSING LITERATURE COMPETENCE AT SECONDARY SCHOOL IN VIETNAM: AN APPROACH ACCORDING TO THE TECHNOLOGY ACCEPTANCE MODEL

description: Data: APPLICATION OF TECHNOLOGY IN ASSESSING LITERATURE COMPETENCE AT SECONDARY SCHOOL IN VIETNAM: AN APPROACH ACCORDING TO THE TECHNOLOGY ACCEPTANCE MODEL
DOI: 10.15468/dl.utdmw2
title: Occurrence Download

description: A dataset containing 2308710930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 2308710930 records from 15928 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033804-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c57m04c4d
title: MassIVE MSV000097731 - GNPS GCMSMS Dataset creation for crude extracts of two fungal endophytes having antibacterial activity (without zlib compressed files)
title: crude extracts of two fungal endophytes cultured in two different media was tested for antibacterial activity against few disease causing bacterias
DOI: 10.15468/dl.v2e2tf
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Greenland",
 "MediaType is Image",
 "TaxonKey is Saxifraga oppositifolia L."
 ]
}

 The dataset includes 102 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001619-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n623y7
title: Occurrence Download

description: A dataset containing 2748364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myotis daubentonii (Leisler, 1819), Acrocephalus scirpaceus (Hermann, 1804), Ficedula hypoleuca (Pallas, 1764), Emberiza calandra Linnaeus, 1758, Acrocephalus arundinaceus (Linnaeus, 1758), Acrocephalus schoenobaenus (Linnaeus, 1758), Leucorrhinia pectoralis (Charpentier, 1825), Plecotus auritus (Linnaeus, 1758), Anas platyrhynchos Linnaeus, 1758, Lanius excubitor Linnaeus, 1758, Coronella austriaca Kristan, 1957, Aythya ferina (Linnaeus, 1758), Streptopelia decaocto (Frivaldszky, 1838), Ixobrychus minutus (Linnaeus, 1766), Aythya fuligula (Linnaeus, 1758), Lanius collurio Linnaeus, 1758, Nyctalus leisleri (Kuhl, 1817), Streptopelia turtur (Linnaeus, 1758), Nyctalus noctula (Schreber, 1774), Carduelis carduelis (Linnaeus, 1758), Phalacrocorax carbo (Linnaeus, 1758), Epidalea calamita (Laurenti, 1768), Lullula arborea (Linnaeus, 1758), Athene noctua (Scopoli, 1769), Ciconia ciconia (Linnaeus, 1758), Asio otus (Linnaeus, 1758), Pelophylax lessonae (Camerano, 1882), Hippolais icterina (Vieillot, 1817), Pernis apivorus (Linnaeus, 1758), Cygnus olor (J.F.Gmelin, 1789), Maculinea nausithous (Bergstrasser, 1779), Castor fiber Linnaeus, 1758, Cuculus canorus Linnaeus, 1758, Phoenicurus phoenicurus (Linnaeus, 1758), Charadrius dubius Scopoli, 1786, Podarcis muralis (Laurenti, 1768), Riparia riparia (Linnaeus, 1758), Sturnus vulgaris Linnaeus, 1758, Corvus frugilegus Linnaeus, 1758, Pipistrellus kuhlii (Natterer, 1819), Circus aeruginosus (Linnaeus, 1758), Hirundo rustica Linnaeus, 1758, Upupa epops Linnaeus, 1758, Mareca strepera strepera, Lacerta agilis Linnaeus, 1758, Delichon urbicum (Linnaeus, 1758), Tachybaptus ruficollis (Pallas, 1764), Tyto alba (Scopoli, 1769), Myotis nattereri (Kuhl, 1817), Podiceps cristatus (Linnaeus, 1758))",
 "Year is not null",
 "Year is one of (2020, 2021, 2022, 2023, 2024)",
 "HasCoordinate is TRUE",
 "DecimalLatitude is greater than or equal to 47.53364139636112",
 "DecimalLatitude is less than or equal to 54.8769089978912",
 "DecimalLongitude is greater than or equal to 6.033629",
 "DecimalLongitude is less than or equal to 15.037743",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 2748364 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013863-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6s3fgu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opisthoproctus Vaillant, 1888",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((42.8012 -16.5547,42.4342 -16.6376,42.2188 -17.038,42.391 -17.4288,42.6657 -17.5533,43.0375 -17.4752,43.2579 -17.0968,43.0959 -16.69,42.8012 -16.5547))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011107-250525065834625/datasets/export for details.
DOI: 10.15468/dl.wug9vg
title: Occurrence Download

description: A dataset containing 24077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Verbena hastata L."
 ]
}

 The dataset includes 24077 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011108-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cz6zd
title: Occurrence Download

description: A dataset containing 2349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bromus carinatus Hook. & Arn.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 2349 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011109-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15559683
title: ARAB VA O'ZBEK TILLARIDA BUYRUQ IFODALASHDAN KO'ZLANGAN PRAGMATIK MAQSAD VA UNING TURLARI
DOI: 10.5281/zenodo.15559684
title: ARAB VA O'ZBEK TILLARIDA BUYRUQ IFODALASHDAN KO'ZLANGAN PRAGMATIK MAQSAD VA UNING TURLARI
DOI: 10.15468/dl.xg29w6
title: Occurrence Download

description: A dataset containing 3286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((94.61279 -9.58467,119.83949 -9.58467,119.83949 6.13424,94.61279 6.13424,94.61279 -9.58467))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rasbora Bleeker, 1859"
 ]
}

 The dataset includes 3286 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011114-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cndukt
title: Occurrence Download

description: A dataset containing 7005 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Catalpa bignonioides Walter)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7005 records from 389 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011111-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyb435
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((34.12213 13.92284,171.87787 13.92284,171.87787 69.07716,34.12213 69.07716,34.12213 13.92284))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stellera chamaejasme L.",
 "Year 2000-2025"
 ]
}

 The dataset includes 296 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011110-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pgezs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opisthoproctus Vaillant, 1888",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((40.3006 -16.7147,40.6365 -16.1504,35.9648 -16.1504,35.9648 -19.5556,36.0796 -19.4498,36.663 -19.2358,37.5966 -18.1093,38.5624 -17.638,39.3949 -17.5133,39.577 -17.186,40.3006 -16.7147))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011113-250525065834625/datasets/export for details.
DOI: 10.15468/dl.76h8bj
title: Occurrence Download

description: A dataset containing 4144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bromus catharticus Vahl",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 4144 records from 271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011115-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15559700
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250531g Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250531g Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15559701
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250531g Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250531g Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.n8r9g6
title: Occurrence Download

description: A dataset containing 1280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Catalpa ovata G.Don)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1280 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011118-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15559697
title: DYSLIPIDEMIA IN CHRONIC OBSTRUCTIVE PULMONARY DISEASE: A METABOLIC COMORBIDITY, SYSTEMIC INFLAMMATION, AND THERAPEUTIC PERSPECTIVES
DOI: 10.5281/zenodo.15559698
title: DYSLIPIDEMIA IN CHRONIC OBSTRUCTIVE PULMONARY DISEASE: A METABOLIC COMORBIDITY, SYSTEMIC INFLAMMATION, AND THERAPEUTIC PERSPECTIVES
DOI: 10.5281/zenodo.15558537
title: WF Data
DOI: 10.5281/zenodo.15558538
title: WF Data
DOI: 10.15468/dl.vmrcqp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opisthoproctus Vaillant, 1888",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.9919 -21.4718,35.9648 -21.4413,35.9648 -24.1383,36.0558 -23.8719,35.9919 -21.4718))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011117-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bth3nw
title: Occurrence Download

description: A dataset containing 7894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lonicera canadensis Bartram ex Marshall"
 ]
}

 The dataset includes 7894 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011116-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5q3edq
title: Occurrence Download

description: A dataset containing 2962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bromus commutatus Schrad.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 2962 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011119-250525065834625/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/12013739
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.cznww2
title: Occurrence Download

description: A dataset containing 197065 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solidago canadensis L."
 ]
}

 The dataset includes 197065 records from 1027 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011101-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/1fgyty
title: metadata_2340_CRC_cohort_20240426.tar.gz

description: :unav
DOI: 10.57745/1w08no
title: functional_signal_1696_cohort_20222004.tab

description: :unav
DOI: 10.57745/3rhtsi
title: meteor_metphlan2_metaphlan4_comparisons_20231117.tar.gz

description: Comparison of Metaphlan2, Metaphlan4 and METEOR results
DOI: 10.57745/8tdzh4
title: batch_effect_corrected_functions_prev_0_2340_ech.zip

description: Functional modules table with batch effect correction and no species prevalence filter (METEOR)
DOI: 10.57745/9dmgds
title: species_signal_metaphlan4_2340_CRC_cohort_20240327.tab

description: Species abundance table (Metaphlan4)
DOI: 10.57745/ak0q4f
title: meteor_metphlan2_metaphlan4_comparisons_20231115.tar.gz

description: :unav
DOI: 10.57745/cdvdar
title: species_signal_sylph_2340_CRC_cohort_20250303.tab

description: Species abundance table (Sylph)
DOI: 10.57745/dc5ejo
title: modules_definition_GMM_GBM_KEGG_92_20231114.tab

description: :unav
DOI: 10.57745/dqbqd3
title: species_signal_2340_CRC_cohort_20240322.tab

description: Species abundance table (METEOR)
DOI: 10.57745/ehrqrm
title: species_signal_sylph_2340_CRC_cohort_20250303.tab

description: :unav
DOI: 10.57745/fwtxyq
title: species_signal_count_table_2340_CRC_cohort_20240322.tab

description: Species table with reads pseudo counts as abundance (METEOR)
DOI: 10.57745/gdknai
title: batch_effect_corrected_species_prev_0_2340_ech.zip

description: Species table with batch effect correction and no species prevalence filter (METEOR)
DOI: 10.57745/jiof18
title: metadata_1696_CRC_cohort_20221003.tar

description: :unav
DOI: 10.57745/k4lhhy
title: modules_definition_GMM_GBM_KEGG_92.tab

description: :unav
DOI: 10.57745/lcar4m
title: metadata_2340_CRC_cohort_20240704.tar.gz

description: Metadata associated to samples of each study
DOI: 10.57745/lr5kag
title: metadata_1696_CRC_cohort_20221003.tab

description: :unav
DOI: 10.57745/mbgiuh
title: metadata_2090_CRC_cohort_20230117.tar.gz

description: :unav
DOI: 10.57745/nafgtm
title: species_signal_2090_CRC_cohort_20221207.tab

description: :unav
DOI: 10.57745/navjlc
title: species_taxo_phylo_20240322.tab

description: :unav
DOI: 10.57745/nsgy3g
title: species_signal_2090_CRC_cohort_20230201.tab

description: :unav
DOI: 10.57745/ohazjo
title: species_taxo_phylo_20231115.tab

description: :unav
DOI: 10.57745/om1if3
title: functional_signal_2090_CRC_cohort_20221207.tab

description: :unav
DOI: 10.57745/onl07r
title: metadata_2090_CRC_cohort_20230117.tar.gz

description: :unav
DOI: 10.57745/q2g0w5
title: functional_signal_2250_CRC_cohort_20231114.tab

description: :unav
DOI: 10.57745/q64ipw
title: metadata_2340_CRC_cohort_20240322.tar.gz

description: :unav
DOI: 10.57745/qc759i
title: species_taxo_phylo.tab

description: :unav
DOI: 10.57745/rwbcll
title: batch_effect_corrected_species_prev_10_2340_ech.zip

description: Species table with batch effect correction and a 10% species prevalence filter (METEOR)
DOI: 10.57745/s1t7tj
title: species_signal_2250_CRC_cohort_20231115.tab

description: :unav
DOI: 10.57745/sfj2uj
title: species_signal_sylph_count_table_2340_CRC_cohort_20250306.tab

description: Species table with reads pseudo counts as abundance (Sylph)
DOI: 10.57745/ta9abm
title: functional_signal_count_2340_CRC_cohort_20240329.tab

description: Functional modules with reads pseudo count as abundances (METEOR)
DOI: 10.57745/tc7vuw
title: batch_effect_corrected_functions_prev_10_2340_ech.zip

description: Functional modules table with batch effect correction and a 10% species prevalence filter (METEOR)
DOI: 10.57745/te6lhi
title: species_signal_metaphlan4_count_table_2340_CRC_cohort_20240607.tab

description: Species table with reads pseudo counts as abundance (Metaphlan4)
DOI: 10.57745/tfmhpr
title: functional_signal_2340_CRC_cohort_20240329.tab

description: Functional modules abundance table (METEOR)
DOI: 10.57745/u0ugel
title: metadata_2250_CRC_cohort_20231114.tar.gz

description: :unav
DOI: 10.57745/uo2zwf
title: strain_signal_2340_CRC_cohort_20250519.tab

description: Strain abundance table (METEOR)
DOI: 10.57745/vfed2t
title: species_taxo_phylo_20230201.tab

description: :unav
DOI: 10.57745/whjzh9
title: modules_definition_GMM_GBM_KEGG_92_20240329.tab

description: Functional modules description
DOI: 10.57745/wuwvcg
title: metadata_2340_CRC_cohort_20240628.tar.gz

description: :unav
DOI: 10.57745/wzhe9m
title: metadata_2340_CRC_cohort_20240627.tar.gz

description: :unav
DOI: 10.57745/yymcuh
title: species_signal_1696_CRC_cohort_20221006.tab

description: :unav
DOI: 10.57745/h1ze4p
title: MSP_set_ref_oss_gss_status_612_ref_paper_20250220_gtdb_220.tab

description: Species description
DOI: 10.57745/jbr90m
title: merge_oral_gut_species_signal_tables_FeMAI_MicrobAIome.R

description: Script to use to merge oral and gut anbundance tables (METEOR)
DOI: 10.15468/dl.3f8z3v
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrocopta riograndensis"
 ]
}

 The dataset includes 66 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008701-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vanwag
title: Occurrence Download

description: A dataset containing 509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heptapleurum actinophyllum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 509 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008702-260120142942310/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.31142995
title: Contact Tracing with Incomplete Information

description: Input DataThe simulation requires <b>synthetic population data</b> for two metropolitan areas:<br><b>Seoul</b><b>Busan</b><br>For each city, three separate CSV files are used to represent different layers of social structure:<br>Social LayersHousehold & Demographics (eco)<br>Individual ID, household ID, region, age, and basic demographic attributes.<br>School / Workplace (edueco)<br>School class or workplace affiliations used to model structured daytime contacts.Friendship Network (frd) <br>Explicit friend lists used to generate group-based social gatherings.<br>Input File ListSeoulsynthetic_population_eco_v2.csvsynthetic_population_edueco_v2.csvsynthetic_population_frd_v2.csv<br>Busansynthetic_population_busan_eco_v2.csvsynthetic_population_busan_edueco_v2.csvsynthetic_population_busan2_frd_v2.csv<br>All files are joined by individual and household identifiers at runtime to construct a unified individual-based population with multiple contact layers.<br>
DOI: 10.6084/m9.figshare.31142995.v1
title: Contact Tracing with Incomplete Information

description: Input DataThe simulation requires <b>synthetic population data</b> for two metropolitan areas:<br><b>Seoul</b><b>Busan</b><br>For each city, three separate CSV files are used to represent different layers of social structure:<br>Social LayersHousehold & Demographics (eco)<br>Individual ID, household ID, region, age, and basic demographic attributes.<br>School / Workplace (edueco)<br>School class or workplace affiliations used to model structured daytime contacts.Friendship Network (frd) <br>Explicit friend lists used to generate group-based social gatherings.<br>Input File ListSeoulsynthetic_population_eco_v2.csvsynthetic_population_edueco_v2.csvsynthetic_population_frd_v2.csv<br>Busansynthetic_population_busan_eco_v2.csvsynthetic_population_busan_edueco_v2.csvsynthetic_population_busan2_frd_v2.csv<br>All files are joined by individual and household identifiers at runtime to construct a unified individual-based population with multiple contact layers.<br>