cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.a7j9n3
title: Occurrence Download

description: A dataset containing 1228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is USAC, CECON, Herbario USCG",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus L.",
 "Year 2013-2023"
 ]
}

 The dataset includes 1228 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010678-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6dcyy
title: Occurrence Download

description: A dataset containing 3033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Drassyllus praeficus (L.Koch, 1866))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 3033 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239549-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ar6nu
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gallinago nemoricola Hodgson, 1836",
 "Year 2000-2022"
 ]
}

 The dataset includes 71 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296633-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgdua8
title: Occurrence Download

description: A dataset containing 1334 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spermacoce leptoloba Benth."
 ]
}

 The dataset includes 1334 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138828-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nggrxp
title: Occurrence Download

description: A dataset containing 823 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jasminum humile L."
 ]
}

 The dataset includes 823 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306408-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyfa22
title: Occurrence Download

description: A dataset containing 8319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schoenoplectiella mucronata (L.) J.Jung & H.K.Choi"
 ]
}

 The dataset includes 8319 records from 380 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003976-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n97xgj
title: Occurrence Download

description: A dataset containing 2926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Invasive species - American bullfrog (Lithobates catesbeianus) in Flanders, Belgium)",
 "TaxonKey is Lithobates catesbeianus (Shaw, 1802)"
 ]
}

 The dataset includes 2926 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0428336-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tn5jwa
title: Occurrence Download

description: A dataset containing 14937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mammalia)",
 "Country is Honduras"
 ]
}

 The dataset includes 14937 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010662-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98uy5p
title: Occurrence Download

description: A dataset containing 451 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Packera hyperborealis (Greenm.) Á.Löve & D.Löve"
 ]
}

 The dataset includes 451 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010676-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9985pr
title: Occurrence Download

description: A dataset containing 566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Drassyllus pumilus (C.L.Koch, 1839), Drasterius bimaculatus (Rossi, 1790))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 566 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239551-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbn4jt
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Abies pinsapo Boiss."
 ]
}

 The dataset includes 414 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010679-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jymnv
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Uperodon anamalaiensis (Rao, 1937)"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296649-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.237yum
title: Occurrence Download

description: A dataset listing the 865 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.0394 19.3604,-70.43736 19.3604,-70.43736 19.83067,-71.0394 19.83067,-71.0394 19.3604))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mollusca"
 ]
}

 The dataset's 865 records were derived from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013028-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rypre9
title: Occurrence Download

description: A dataset containing 378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Radula voluta Taylor ex Gottsche, Lindenb. & Nees"
 ]
}

 The dataset includes 378 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306415-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/take35
title: Polychaeta and Oligochaeta of the Auckland and Campbell Islands, New Zealand, 1941-1945

description: This report is based on the collections of specimens and data in the Auckland and Campbell Islands in the years 1941-45. Early in 1941, coast-watching stations were established at Port Ross, Carnley Harbour, and Perseverance Harbour, and the personnel of from three to five men at each were relieved once a year. Standing instructions issued by the Navy Office included a recommendation that the men should, in addition to service routine, record general observations on natural phenomena. This report is regarded as of the Cape Expedition which was the war-time code name for parties in the field between 1941 and 1945. The marine worms in this dataset come from 17 species. Marine worms had been described from the results of gatherings in two previous expeditions to these Subantarctic Islands. The first of these contains a report of 18 species by Mortensen based on a 1907 expedition; the second reported on 55 species by Augener in 1925. In this dataset, there is one species not hitherto recorded. The land worms collected represent only nine species belonging to seven genera. One of which is living in freshwater. The comparative smallness of the collection reflects that fact that expedition members had other matters to attend to. The majority of the specimens were preserved in alcohol, but several containers had apparently been neglected and the original preservative had not been changed, so that the creatures were in a state unfit for identification.
DOI: 10.15468/dl.yuzcs4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenorhabdotidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013460-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96db99
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduelis lawrencei Cassin, 1850",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1989",
 "Year is less than or equal to 2009",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 315 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239555-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfgj7r
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Noccaea bovis (F.K.Mey.) Al-Shehbaz"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013459-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2qujh
title: Occurrence Download

description: A dataset containing 1188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dreissena rostriformis (Deshayes, 1838))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1188 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239557-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pga25a
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Noccaea brevistyla (DC.) Steud."
 ]
}

 The dataset includes 401 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013463-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/7ddxbu
title: (Table 2) Population density and zoobenthos biomass in bottom communities of the Novosibirsk Polynya in September 2008
DOI: 10.15468/dl.gxwmdb
title: Occurrence Download

description: A dataset containing 47499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Drepana falcataria (Linnaeus, 1758))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 47499 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239563-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rqfr5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Drypetes polyalthioides Airy Shaw"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008227-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4kvx9
title: Occurrence Download

description: A dataset containing 2539941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Formicidae"
 ]
}

 The dataset includes 2539941 records from 1572 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239587-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b35u9t
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is Kansas",
 "TaxonKey is Bombus morrisoni Cresson, 1879"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001174-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10840151
title: NeuralMie (v1.0) supplementary data

description: Supplementary data for "NeuralMie (v1.0): an aerosol optics emulator." The preprint of the corresponding manuscript can be found here: https://gmd.copernicus.org/preprints/gmd-2024-30/, and the Github repository is located here: https://github.com/pnnl/NEURALMIE. This Zenodo repository contains training data and trained neural networks. Training data can also be generated using the code in the Github repository.

 

The training data is contained in four files:

inputs.npy - The inputs. Both the 'sphere' and 'coreshell' neural networks use the same input file. The sphere network ignores the last three columns of inputs. Please refer to the Github repository for details on how to load and train on the data.

sphere_targets.npy - The training targets for the neural network that simulates scattering by homogeneous spheres.

coreshell_targets.npy - The training targets for the neural network that simulates scattering by coated spheres.

upper_x.npy - The upper bound of the particle size parameter distributions in the training set (such that 99.5% of the distribution is below this threshold).

 

Trained Keras neural networks are provided in these files. These are also available from the Github repository along with Fortran-Keras bridge .txt formatted versions of the neural networks:

sphere.h5

coreshell.h5

 

hyperparameter_search_ models.zip - Contains the randomly generated neural networks that were part of the hyperparameter search process. These should not be used operationally.
DOI: 10.5281/zenodo.10840152
title: NeuralMie (v1.0) supplementary data

description: Supplementary data for "NeuralMie (v1.0): an aerosol optics emulator." The preprint of the corresponding manuscript can be found here: https://gmd.copernicus.org/preprints/gmd-2024-30/, and the Github repository is located here: https://github.com/pnnl/NEURALMIE. This Zenodo repository contains training data and trained neural networks. Training data can also be generated using the code in the Github repository.

 

The training data is contained in four files:

inputs.npy - The inputs. Both the 'sphere' and 'coreshell' neural networks use the same input file. The sphere network ignores the last three columns of inputs. Please refer to the Github repository for details on how to load and train on the data.

sphere_targets.npy - The training targets for the neural network that simulates scattering by homogeneous spheres.

coreshell_targets.npy - The training targets for the neural network that simulates scattering by coated spheres.

upper_x.npy - The upper bound of the particle size parameter distributions in the training set (such that 99.5% of the distribution is below this threshold).

 

Trained Keras neural networks are provided in these files. These are also available from the Github repository along with Fortran-Keras bridge .txt formatted versions of the neural networks:

sphere.h5

coreshell.h5

 

hyperparameter_search_ models.zip - Contains the randomly generated neural networks that were part of the hyperparameter search process. These should not be used operationally.
DOI: 10.15468/dl.xwumz4
title: Occurrence Download

description: A dataset containing 35968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Phellinus viticola (Schwein.) Donk"
 ]
}

 The dataset includes 35968 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001172-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3xsfv
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atelopus arthuri Peters, 1973"
 ]
}

 The dataset includes 50 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001175-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9ebhc
title: Occurrence Download

description: A dataset containing 726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Marmara fasciella (Chambers, 1875)"
 ]
}

 The dataset includes 726 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001176-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26093/cds/vizier.51580234
title: ALFAZOA Shallow Survey galaxy properties

description: VizieR online Data Catalogue associated with article published in journal Astronomical Journal with title ' The Arecibo L-band Feed Array Zone of Avoidance (ALFAZOA) Shallow Survey.' (bibcode: 2019AJ....158..234S)