cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v57gah
title: Occurrence Download

description: A dataset containing 2302 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Svalbard and Jan Mayen",
 "Country is Norway"
 ]
 },
 "OccurrenceStatus is Present",
 "PublishingOrg is a8144f37-5ff7-4137-9400-94b5b2ea4ec4",
 "TaxonKey is Ascidiacea"
 ]
}

 The dataset includes 2302 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298443-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbdnvh
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mayetiola destructor (Say, 1817)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015470-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbowyf
title: Occurrence Download

description: A dataset containing 7221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudopaludicola Miranda-Ribeiro, 1926"
 ]
}

 The dataset includes 7221 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015471-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zujs9y
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acheilognathus tabira Jordan & Thompson, 1914"
 ]
}

 The dataset includes 55 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036480-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djsfje
title: Occurrence Download

description: A dataset containing 756305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylidae"
 ]
}

 The dataset includes 756305 records from 991 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076396-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8n7ps
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Petrochromis famula Matthes & Trewavas, 1960)"
 ]
}

 The dataset includes 281 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012235-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyq6wu
title: Occurrence Download

description: A dataset containing 3496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Hieracium maculatum Schrank"
 ]
}

 The dataset includes 3496 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093462-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftwdan
title: Occurrence Download

description: A dataset containing 2278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliactin bilophus (Temminck, 1820)"
 ]
}

 The dataset includes 2278 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0372185-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e58quw
title: Occurrence Download

description: A dataset containing 39600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Melilotus officinalis (L.) Lam."
 ]
}

 The dataset includes 39600 records from 376 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093466-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n27ny2
title: Occurrence Download

description: A dataset containing 6886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leuctra inermis Kempny, 1899)",
 "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 6886 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244359-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptwdhv
title: Occurrence Download

description: A dataset containing 1499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arabidopsis lyrata (L.) O'Kane & Al-Shehbaz, Arabidopsis lyrata subsp. kamchatica (Fisch. ex DC.) O'Kane & Al-Shehbaz, Arabidopsis lyrata subsp. petraea (L.) O'Kane & Al-Shehbaz, Arabidopsis lyrata subsp. lyrata, Arabidopsis lyrata subsp. kamtschatica)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1943",
 "Year is less than or equal to 2023",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 1499 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093529-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmhfsr
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron wallichii Hook.fil."
 ]
}

 The dataset includes 58 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0387767-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.md9msb
title: Occurrence Download

description: A dataset listing the 13 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is PELD-ELPA Temporal data series of Benthic macrofauna abundance and composition from the Patos Lagoon estuary"
 ]
}

 The dataset's 13 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116003-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3s37r
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drepanornis bruijnii Oustalet, 1879"
 ]
}

 The dataset includes 363 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0387771-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnya72
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (Serbia, France)",
 "TaxonKey is Myolepta nigritarsis Coe, 1957"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132334-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdbyuk
title: Occurrence Download

description: A dataset containing 3296294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Ecuador",
 "Year is greater than or equal to 2018"
 ]
}

 The dataset includes 3296294 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120626-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfmtnv
title: Occurrence Download

description: A dataset containing 335831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Pandion haliaetus (Linnaeus, 1758)"
 ]
}

 The dataset includes 335831 records from 383 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093474-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fq8r39
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Procambarus virginalis Lyko, 2017"
 ]
}

 The dataset includes 261 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012236-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enj8ch
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Macrobrachium fukienense Liang & Yan, 1980)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012237-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbnjdx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aloe albiflora Guillaumin",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062918-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzsmhx
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bertolonia marmorata (Naudin) Naudin"
 ]
}

 The dataset includes 118 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093479-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whnxb5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimilambrus wileyi Williams, 1979"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124713-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtz2vk
title: Occurrence Download

description: A dataset containing 23001 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Trichophorum alpinum (L.) Pers."
 ]
}

 The dataset includes 23001 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093494-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3e6yza
title: Occurrence Download

description: A dataset containing 2530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)",
 "Geometry POLYGON((-82.26721 -0.88469,-52.14846 -0.88469,-52.14846 14.65751,-82.26721 14.65751,-82.26721 -0.88469))",
 "HasGeospatialIssue is false",
 "TaxonKey is Cerdocyon thous (Linnaeus, 1766)"
 ]
}

 The dataset includes 2530 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067489-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgpbxe
title: Occurrence Download

description: A dataset containing 1982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Pissodes piceae (J.C.W.Illiger, 1808)",
 "Year 1984-2023"
 ]
}

 The dataset includes 1982 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132325-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dycy25
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Emilia sonchifolia (L.) DC."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116017-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63zzqd
title: Occurrence Download

description: A dataset containing 341037 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-1.49683 52.80894,-1.0305 52.80894,-1.0305 52.96441,-1.49683 52.96441,-1.49683 52.80894))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 341037 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027100-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7916/d8-0zxp-wc56
title: Data for: Mixed selectivity coding of sensory and motor social signals in the thalamus of a weakly electric fish

description: High-level neural activity often exhibits mixed selectivity to multivariate signals. How such representations arise and modulate natural behavior is poorly understood. We addressed this question in weakly electric fish, whose social behavior is relatively low-dimensional and can be easily reproduced in the laboratory. We report that the preglomerular complex, a thalamic region exclusively connecting midbrain with pallium, implements a mixed selectivity strategy to encode interactions related to courtship and rivalry. We discuss how this code enables the pallial recurrent networks to control social behavior, including dominance in male-male competition and female mate selection. Notably, response latency analysis and computational modeling suggest that corollary discharge from premotor regions is implicated in flagging outgoing communications and thereby disambiguating self-vs-non-self-generated signals. These findings provide new insights into the neural substrates of social behavior, multi-dimensional neural representation, and its role in perception and decision making.
DOI: 10.15468/dl.26k4q4
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orthogeomys lanius (Elliot, 1905)"
 ]
}

 The dataset includes 18 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027130-240906103802322/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.24422422
title: Dataset: Global cross-sectional student survey on AI in medical, dental, and veterinary education and practice at 192 faculties

description: This dataset contains all data collected and analyzed for publication. For reference, please cite the corresponding article at: https://doi.org/10.1186/s12909-024-06035-4For any inquiries, please contact Felix Busch (felix.busch@charite.de)
DOI: 10.7916/d8-y850-6w35
title: Deep learning for subgrid-scale turbulence modeling in large-eddy simulations of the convective atmospheric boundary layer: data

description: This dataset is used for the paper “Deep learning for subgrid-scale turbulence modeling in large-eddy simulations of the convective atmospheric boundary layer”. The dataset contains velocity and subgrid-scale stresses from direct numerical simulations of convective atmospheric boundary layer. Detailed introduction of the dataset can be found in the corresponding paper.
DOI: 10.15468/dl.fgkake
title: Occurrence Download

description: A dataset containing 344 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Michael Veit Vermont Bee Speciemens"
 ]
}

 The dataset includes 344 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027134-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11450791
title: Intermediate-mass black hole binary parameter estimation with next-generation ground-based detector networks

description: Reading the data

Each of the alldetectors and CE40CE20ET .zip file contains a folder with .pickle files. Each of these .pickle files corresponds to a point on the respective grid. The files contain dictionaries structured as follows:



In the skyareas and m1m2grid folders, each dictionary stores the source-frame component masses, redshift, angular parameters, network SNR, network covariance matrix and 90% sky area.

In the Mzgrid folders, each dictionary stores source-frame total mass, redshift, angular parameters, individual SNR and Fisher matrix for each detector in the network.


The grids, detector network and parameters used to perform the Fisher calculations are described in the companion paper. The converted_errors folder contains network SNR, 1-sigma errors on source-frame masses, redshift, 90% sky areas for all the networks considered in the companion paper. These quantities are all angle-averaged.

The full_pe .zip files cointain data comparing our Fisher results with full Bayesian PE runs for a few selected cases, as well as Jupyter notebooks to read those results (see Appendix B of the companion paper).
DOI: 10.5281/zenodo.11450792
title: Intermediate-mass black hole binary parameter estimation with next-generation ground-based detector networks

description: Reading the data

Each folder .zip file contains a folder with .pickle files, each one corresponding to a point on the respective grid. The files contain dictionaries structured as follows:



In the skyareas and m1m2grid folders, each dictionaries stores the source-frame component masses, redshift, angular parameters, network SNR, network covariance matrix and 90% sky area.

In the Mzgrid folders, each dictionary stores source-frame total mass, redshift, angular parameters, individual SNR and Fisher matrix for each detector in the network.


The grids, detector network and parameters used to perform the Fisher calculations are described in the companion paper. The converted_errors folder contains network SNR, 1-sigma errors on source-frame masses, redshift, 90% sky areas for all the networks considered in the companion paper. These quantities are all angle-averaged.
DOI: 10.5281/zenodo.13829385
title: Intermediate-mass black hole binary parameter estimation with next-generation ground-based detector networks

description: Reading the data

Each of the alldetectors and CE40CE20ET .zip file contains a folder with .pickle files. Each of these .pickle files corresponds to a point on the respective grid. The files contain dictionaries structured as follows:



In the skyareas and m1m2grid folders, each dictionary stores the source-frame component masses, redshift, angular parameters, network SNR, network covariance matrix and 90% sky area.

In the Mzgrid folders, each dictionary stores source-frame total mass, redshift, angular parameters, individual SNR and Fisher matrix for each detector in the network.


The grids, detector network and parameters used to perform the Fisher calculations are described in the companion paper. The converted_errors folder contains network SNR, 1-sigma errors on source-frame masses, redshift, 90% sky areas for all the networks considered in the companion paper. These quantities are all angle-averaged.

The full_pe .zip files cointain data comparing our Fisher results with full Bayesian PE runs for a few selected cases, as well as Jupyter notebooks to read those results (see Appendix B of the companion paper).
DOI: 10.15468/dl.k3cy7b
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipodomys gravipes Huey, 1925"
 ]
}

 The dataset includes 336 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027133-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.