cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mnkka6
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Icterus graduacauda Lesson, 1839",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2019",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 108 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010771-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uejpg6
title: Occurrence Download

description: A dataset containing 1617637 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Pelodryadidae",
 "TaxonKey is Myobatrachidae",
 "TaxonKey is Limnodynastidae",
 "TaxonKey is Craugastoridae",
 "TaxonKey is Leptodactylidae",
 "TaxonKey is Microhylidae",
 "TaxonKey is Dicroglossidae",
 "TaxonKey is Rhacophoridae",
 "TaxonKey is Eleutherodactylidae",
 "TaxonKey is Bombinatoridae",
 "TaxonKey is Alytidae",
 "TaxonKey is Hyperoliidae",
 "TaxonKey is Dendrobatidae",
 "TaxonKey is Scaphiopodidae",
 "TaxonKey is Mantellidae",
 "TaxonKey is Phrynobatrachidae",
 "TaxonKey is Ceratobatrachidae",
 "TaxonKey is Arthroleptidae",
 "TaxonKey is Ptychadenidae",
 "TaxonKey is Pelobatidae",
 "TaxonKey is Phyllomedusidae",
 "TaxonKey is Pyxicephalidae",
 "TaxonKey is Pipidae",
 "TaxonKey is Megophryidae",
 "TaxonKey is Aromobatidae",
 "TaxonKey is Pelodytidae",
 "TaxonKey is Centrolenidae",
 "TaxonKey is Hemiphractidae",
 "TaxonKey is Ascaphidae",
 "TaxonKey is Odontophrynidae",
 "TaxonKey is Brachycephalidae",
 "TaxonKey is Telmatobiidae",
 "TaxonKey is Hylodidae",
 "TaxonKey is Cycloramphidae",
 "TaxonKey is Batrachylidae",
 "TaxonKey is Brevicipitidae",
 "TaxonKey is Ceratophryidae",
 "TaxonKey is Alsodidae",
 "TaxonKey is Rhinophrynidae",
 "TaxonKey is Hemisotidae",
 "TaxonKey is Rhinodermatidae",
 "TaxonKey is Conrauidae",
 "TaxonKey is Sooglossidae",
 "TaxonKey is Petropedetidae",
 "TaxonKey is Ranixalidae",
 "TaxonKey is Heleophrynidae",
 "TaxonKey is Micrixalidae",
 "TaxonKey is Nyctibatrachidae",
 "TaxonKey is Leiopelmatidae",
 "TaxonKey is Odontobatrachidae",
 "TaxonKey is Calyptocephalellidae",
 "TaxonKey is Allophrynidae",
 "TaxonKey is Pseudidae",
 "TaxonKey is Nasikabatrachidae"
 ]
 }
 ]
}

 The dataset includes 1617637 records from 1187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015417-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fdhbg
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Platanthera praeclara Sheviak & M.L.Bowles"
 ]
}

 The dataset includes 129 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078407-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28rywr
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spiraea douglasii Hook."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078408-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrgqrm
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthidium rodecki H.F.Schwarz, 1934"
 ]
}

 The dataset includes 160 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078409-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruj7vq
title: Occurrence Download

description: A dataset containing 341417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-98.61661 15.4898,-93.89658 15.4898,-93.89658 19.20243,-98.61661 19.20243,-98.61661 15.4898))",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 341417 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078397-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bhagp
title: Occurrence Download

description: A dataset containing 1979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Dominican Republic, Haiti, Jamaica, Puerto Rico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hymenophyllaceae"
 ]
}

 The dataset includes 1979 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078410-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t68vdh
title: Occurrence Download

description: A dataset containing 24055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pilularia globulifera L., Pilularia globulifera f. terrestris Glück, Pilularia globulifera f. submersa Glück, Pilularia globulifera subsp. minuta (Durieu) Bonnier & Layens)"
 ]
}

 The dataset includes 24055 records from 458 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078406-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykpdm7
title: Occurrence Download

description: A dataset containing 26171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Argentina, Brazil, Paraguay)",
 "TaxonKey is Anumbius annumbi (Vieillot, 1817)"
 ]
}

 The dataset includes 26171 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002023-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15472/iahyd3
title: Salud coralina de las comunidades arrecifales de la Isla Cayo Serranilla durante la Expedición Seaflower 2017 - Proyecto Colombia BIO

description: En el marco de las expediciones científicas a la Reserva Seaflower, se llevó a cabo una salida de campo al complejo coralino de las islas Cayo Serranilla, con los objetivo evaluar el estado de los arrecifes coralinos someros y evaluar históricamente las condiciones de crecimiento de una especie de coral para inferir cambios en los arrecifes durante el último siglo. Se evaluaron seis estaciones y se colectaron muestras de consorcios de cianobacterias, para identificar las principales especies responsables del deterioro coralino. Se extrajeron cinco núcleos del coral Orbicella faveolata, que serán analizados en laboratorio. La cobertura coralina fue muy baja (&lt;10% en la mayoría de las estaciones), y hubo presencia de cianobacterias en todas las estaciones muestreadas. Solo se extrajeron cinco núcleos del coral O. faveolata porque, a pesar de ser una de las especies más comunes en los arrecifes del Caribe, no se encontraron más individuos de esta especie que tuviesen el tamaño adecuado (&gt;1 m de altura) y que estuviesen en buen estado (con poca bioerosión).
description: Durante la expedición llevada a cabo en el segundo semestre del 2017 se caracterizó un total de 31 registros correspondientes a los ordenes Anthoathecata y Scleractinia.
DOI: 10.5281/zenodo.15270269
title: Compute System Simulator: Simulation data and script for plotting Figure 6 - reliability scan

description: The python script has an option to either generate the data or just plot it.  Becuase the software is still closed source, it should only be used for plotting. Therefore, the data are also included to generate the plot and the script has run_simulations set to false.

This is a scan of mean time to failure, mean time to repair, and requested job size (# of GPUs) for a GB200 system.  For these, the values are:

    allocation_sizes = [72, 68, 64, 60, 56, 52, 48, 44, 40]  # gpus    mttf = [100, 200, 400, 800, 1600, 3200]  # days    mttr = [1, 2, 4, 8, 14] # days

resulting in 270 simulations.

 

Requirements to run the plotting script:



python3

matplotlib

numpy
DOI: 10.5281/zenodo.15270270
title: Compute System Simulator: Simulation data and script for plotting Figure 6 - reliability scan

description: The python script has an option to either generate the data or just plot it.  Becuase the software is still closed source, it should only be used for plotting. Therefore, the data are also included to generate the plot and the script has run_simulations set to false.

This is a scan of mean time to failure, mean time to repair, and requested job size (# of GPUs) for a GB200 system.  For these, the values are:

    allocation_sizes = [72, 68, 64, 60, 56, 52, 48, 44, 40]  # gpus    mttf = [100, 200, 400, 800, 1600, 3200]  # days    mttr = [1, 2, 4, 8, 14] # days

resulting in 270 simulations.

 

Requirements to run the plotting script:



python3

matplotlib

numpy
DOI: 10.15468/dl.erk4ar
title: Occurrence Download

description: A dataset containing 8486 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camphorosma L."
 ]
}

 The dataset includes 8486 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000136-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgbtue
title: Occurrence Download

description: A dataset containing 858178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanitta nigra (Linnaeus, 1758)"
 ]
}

 The dataset includes 858178 records from 572 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000111-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zn8u5u
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Auricularia auricula-judae"
 ]
}

 The dataset includes 52 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027526-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18237427
title: Blechnum L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:31
DOI: 10.5281/zenodo.18237428
title: Blechnum L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:31
DOI: 10.5281/zenodo.15392286
title: Comparaciones de Indicadores Metereológicos y Climáticos

description: El dataset está compuesto por indicadores clímáticos y metereológicos, los cuales provienen de diversos estudios. Además, puede servir  como base para  investigaciones y otros análisis.
DOI: 10.5066/f7gq6x13
title: Oregon Spotted Frog (Rana pretiosa) Monitoring at Jack Creek 2015-2017
DOI: 10.15468/dl.9pjmcv
title: Occurrence Download

description: A dataset containing 17343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (January, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Passer montanus (Linnaeus, 1758)",
 "Year 2011-2011"
 ]
}

 The dataset includes 17343 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027248-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w85pbd
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chile, Argentina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vachellia karroo (Hayne) Banfi & Galasso"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027251-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p97gaq3u
title: Analyses of Environmental DNA (eDNA) from Aquatic Habitats
DOI: 10.15468/dl.ke5nv6
title: Occurrence Download

description: A dataset containing 2424115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Malvales)",
 "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 2424115 records from 3865 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027237-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34ubf5
title: Occurrence Download

description: A dataset containing 14361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Solomon Islands",
 {
 "or" : [
 "Depth 200.0-1000.0m",
 "Depth is greater than or equal to 1000.0m"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 14361 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005984-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n779ag
title: Occurrence Download

description: A dataset containing 550407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae",
 "Year 2010-2025"
 ]
}

 The dataset includes 550407 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005981-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhm7ww
title: Occurrence Download

description: A dataset containing 8691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Canada)",
 "TaxonKey is Picea mariana (Mill.) Britton et al."
 ]
}

 The dataset includes 8691 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012753-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/b38-lt9-2bl
title: Bullidae Gray, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hdl-9xs-2mj
title: Nassarius pullus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/52s-j9n-hqd
title: Hydatina amplustre (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vzm-664-d19
title: Daphnella Hinds, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/42k-kb0-szl
title: Conus ventricosus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0tl-gah-f07
title: Philine punctata (J. Adams, 1800)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4xa-e6c-3fv
title: Conus ventricosus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5dz-d2y-xc2
title: Mitromorpha olivoidea (Cantraine, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qs2-yh3-06v
title: Bulla quoyii J. E. Gray, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0m5-4er-cfy
title: Turridae H. Adams & A. Adams, 1853 (1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/npa-kdl-bx7
title: Mitrella tuberosa (P. P. Carpenter, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/18q-xbt-7ll
title: Vasum turbinellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5db-vfn-w9t
title: Rissoella inflata (Monterosato, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s25-zzl-wv4
title: Fusinus townsendi (Melvill, 1899)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/df5-ear-1w0
title: Amiantofusus amiantus (Dall, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/erm-gzn-ec7
title: Lyria planicostata (G. B. Sowerby III, 1903)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ntv-c4f-3dv
title: Marinula xanthostoma H. Adams & A. Adams, 1855

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/801-2gl-rpb
title: Cymbiola nivosa (Lamarck, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mch-0p3-c7z
title: Marginellidae J. Fleming, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cha-w08-b8b
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nk2-8gy-frw
title: Physidae Fitzinger, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hv4-tb8-exc
title: Tectura virginea (O. F. Müller, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vw7-0fg-c6y
title: Conus sumatrensis Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c80-zk0-kc9
title: Conus furvus Reeve, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vsd-fpk-h35
title: Diacria trispinosa (Blainville, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z4w-2jv-ysm
title: Dolabella auricularia ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3qy-4ch-nc1
title: Ocenebra edwardsii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5e6-ede-8ef
title: Tritia elata (A. Gould, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lka-2tx-vvl
title: Siphonaria pectinata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2eg-xyj-y4j
title: Olivella floralia (Duclos, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lbf-s6v-c1q
title: Vasum turbinellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rvl-vd0-qs4
title: Persicula tessellata (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.