cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.775as4
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neanotis nummularia (Arn.) W.H.Lewis"
 ]
}

 The dataset includes 62 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045958-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tytx4c
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annelida",
 "DatasetKey is England Non Native Species records 1965 to 2017",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 417 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213267-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d7qfd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca taurica (Hack.) A.Kern. ex Hack."
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216479-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbrrz2
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nematolebias whitei (Myers, 1942)"
 ]
}

 The dataset includes 88 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263121-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fd5bqq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porifera",
 "DatasetKey is Système d'Information sur la Nature et les Paysages d'Ile de France - Etude mise au grand Gabarit Seine amont – Hydrosphère",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221795-230224095556074/datasets/export for details.
DOI: 10.15468/dl.fqpbzs
title: Occurrence Download

description: A dataset containing 613170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa annua L."
 ]
}

 The dataset includes 613170 records from 2556 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216481-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13795198
title: Fortran/Python Interface in ARP-GEM1: Online Test of Neural Network Deep Convection

description: Manuscript submitted to JGR: Machine Learning and Computation. Supporting Code and Dataset. 

Abstract.

In this study, we present the integration of a neural network-based parameterization into the global atmospheric model ARP-GEM1, leveraging the Python interface of the OASIS coupler. This approach facilitates the exchange of fields between the Fortran-based ARP-GEM1 model and a Python component responsible for neural network inference. As a proof-of-concept experiment, we trained a neural network to emulate the deep convection parameterization of ARP-GEM1. Using the flexible Fortran/Python interface, we have successfully replaced ARP-GEM1's deep convection scheme with a neural network emulator. To assess the performance of the neural network deep convection scheme, we have run a 5-years ARP-GEM1 simulation where the neural network replaced ARP-GEM1's deep convection parameterization. The evaluation of averaged fields showed good agreement with output from an ARP-GEM1 simulation using the physics-based deep convection scheme. The Python component was deployed on a separate partition from the general circulation model, using GPUs to increase inference speed of the neural network.
DOI: 10.5281/zenodo.13795197
title: Fortran/Python Interface in ARP-GEM1: Online Test of Neural Network Deep Convection

description: Manuscript under review in AIES. Supporting Code and Dataset. 

Abstract.

In this study, we present the integration of a neural network-based parameterization into the global atmospheric model ARP-GEM1, leveraging the Python interface of the OASIS coupler. This approach facilitates the exchange of fields between the Fortran-based ARP-GEM1 model and a Python component responsible for neural network inference. As a proof-of-concept experiment, we trained a neural network to emulate the deep convection parameterization of ARP-GEM1. Using the flexible Fortran/Python interface, we have successfully replaced ARP-GEM1's deep convection scheme with a neural network emulator. To assess the performance of the neural network deep convection scheme, we have run a 5-years ARP-GEM1 simulation where the neural network replaced ARP-GEM1's deep convection parameterization. The evaluation of averaged fields showed good agreement with output from an ARP-GEM1 simulation using the physics-based deep convection scheme. The Python component was deployed on a separate partition from the general circulation model, using GPUs to increase inference speed of the neural network.
DOI: 10.5281/zenodo.14843168
title: Fortran/Python Interface in ARP-GEM1: Online Test of Neural Network Deep Convection

description: Manuscript under review in AIES. Supporting Code and Dataset. 

Abstract.

In this study, we present the integration of a neural network-based parameterization into the global atmospheric model ARP-GEM1, leveraging the Python interface of the OASIS coupler. This approach facilitates the exchange of fields between the Fortran-based ARP-GEM1 model and a Python component responsible for neural network inference. As a proof-of-concept experiment, we trained a neural network to emulate the deep convection parameterization of ARP-GEM1. Using the flexible Fortran/Python interface, we have successfully replaced ARP-GEM1's deep convection scheme with a neural network emulator. To assess the performance of the neural network deep convection scheme, we have run a 5-years ARP-GEM1 simulation where the neural network replaced ARP-GEM1's deep convection parameterization. The evaluation of averaged fields showed good agreement with output from an ARP-GEM1 simulation using the physics-based deep convection scheme. The Python component was deployed on a separate partition from the general circulation model, using GPUs to increase inference speed of the neural network.
DOI: 10.15468/dl.kgy54n
title: Occurrence Download

description: A dataset containing 1202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((44.47105 6.95837,164.52895 6.95837,164.52895 55.04163,44.47105 55.04163,44.47105 6.95837))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Boehmeria clidemioides var. diffusa (Wedd.) Hand.-Mazz."
 ]
}

 The dataset includes 1202 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022276-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qg9u8
title: Occurrence Download

description: A dataset containing 12212556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyperaceae",
 "Year 1939-2025"
 ]
}

 The dataset includes 12212556 records from 5964 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022245-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6fuv3
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Polyporus recurvatus Theiss."
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067499-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dr3xam
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Diphyes dispar Chamisso & Eysenhardt, 1821"
 ]
}

 The dataset includes 353 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114456-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8xxb6
title: Occurrence Download

description: A dataset containing 33961 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bunias orientalis L."
 ]
}

 The dataset includes 33961 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053929-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjnxpa
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-25.45277 67.17108,-31.96734 38.6907,-21.19324 25.32748,-13.92699 25.16044,-10.00154 33.6795,-1.73304 36.1851,11.21258 38.2731,12.96651 34.9323,30.83982 33.34542,42.53263 35.85102,43.11728 49.04721,33.34542 53.89138,33.59598 72.85045,-25.45277 67.17108))",
 "TaxonKey is Aedes punctor (Kirby, 1837)",
 "Year 2000-2020"
 ]
}

 The dataset includes 194 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072194-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mga32p
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ailuropoda melanoleuca (David, 1869)"
 ]
}

 The dataset includes 172 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151376-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5ez49
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus pungens Lamb.",
 "Year 1990-2020"
 ]
}

 The dataset includes 25 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067096-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.heya6k
title: Occurrence Download

description: A dataset containing 1733 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bassia tomentosa (Lowe) Maire & Weiller"
 ]
}

 The dataset includes 1733 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046989-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhpqmv
title: Occurrence Download

description: A dataset containing 915 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Appendix Table 2) Number of planktonic foraminiferal genera and species in Late Creatceous sediments of ODP Hole 122-763B from the Exmouth Plateau, eastern Indian Ocean"
 ]
}

 The dataset includes 915 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009880-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uddbqf
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Batesanthus pseudopalpus Venter & R.L.Verh."
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047006-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5htrn
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Discocalyx philippinensis (A.DC.) Mez"
 ]
}

 The dataset includes 62 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036473-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ls5z6r
title: Occurrence Download

description: A dataset containing 12995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Katsuwonus pelamis (Linnaeus, 1758)"
 ]
}

 The dataset includes 12995 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009880-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqz2n9
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dryopteris tsoongii Ching"
 ]
}

 The dataset includes 87 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036455-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rckztg
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Certhia tianquanensis G.Li, 1995"
 ]
}

 The dataset includes 268 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054008-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drfwde
title: Occurrence Download

description: A dataset containing 87121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is naturgucker",
 "HasCoordinate is true",
 "TaxonKey is Fulica atra Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87121 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008428-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vjsmd
title: Occurrence Download

description: A dataset containing 9324 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Penelope argyrotis (Bonaparte, 1856)"
 ]
}

 The dataset includes 9324 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054009-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3pxyg
title: Occurrence Download

description: A dataset containing 670 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Criniger chloronotus (Cassin, 1859)"
 ]
}

 The dataset includes 670 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036518-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k18mfx
title: Occurrence Download

description: A dataset containing 7051 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Valerianella dentata (L.) Pollich",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7051 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009881-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pa4eqh
title: Occurrence Download

description: A dataset containing 516 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elsholtzia nipponica Ohwi"
 ]
}

 The dataset includes 516 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036581-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bu92a
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia strigosa (Warb.) L.L.Forrest & Hollingsw."
 ]
}

 The dataset includes 225 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046993-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cs5z9y
title: Occurrence Download

description: A dataset containing 5932002 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pandion haliaetus (Linnaeus, 1758)"
 ]
}

 The dataset includes 5932002 records from 1409 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036853-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwa6th
title: Occurrence Download

description: A dataset containing 17780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "DatasetKey is NSW BioNet Atlas",
 "Month is March",
 "TaxonKey is Animalia",
 "Year 2023-2023"
 ]
}

 The dataset includes 17780 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017471-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxvu33
title: Occurrence Download

description: A dataset containing 118613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Ovis aries Linnaeus, 1758"
 ]
}

 The dataset includes 118613 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017448-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wm5v6u
title: Occurrence Download

description: A dataset containing 10088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, United States of America)",
 "TaxonKey is Tadarida brasiliensis (I.Geoffroy, 1824)",
 "Year 1990-2024"
 ]
}

 The dataset includes 10088 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017474-241107131044228/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.27787407.v1
title: <b>Sex- and age-related differences in body composition and effects of BMD and abdominal fat on paravertebral muscles</b>

description: To explore the characteristics of human body composition and its relationship with paravertebral muscles.
DOI: 10.15156/bio/sh0190483.10fu
title: SH0190483.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0190484.10fu
title: SH0190484.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.