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

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Amauropelta decurtata (Link) Salino & T.E.Almeida",
 "TaxonKey is Asplenium decurtatum Kunze",
 "TaxonKey is Athyrium decurtatum (Kunze) C.Presl",
 "TaxonKey is Thelypteris decurtata (Link) de la Sota"
 ]
 }
 ]
}

 The dataset includes 283 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259868-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x7xol
title: Occurrence Download

description: A dataset containing 410038 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthriscus sylvestris (L.) Hoffm."
 ]
}

 The dataset includes 410038 records from 848 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011116-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uupsfn
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Felicia aethiopica (Burm.fil.) Grau"
 ]
}

 The dataset includes 476 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002387-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxcmhh
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Curimata cisandina (Allen, 1942)"
 ]
}

 The dataset includes 59 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056579-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xlbi23
title: Occurrence Download

description: A dataset containing 1657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Mimulus glabratus Kunth"
 ]
}

 The dataset includes 1657 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007312-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z5dwk
title: Occurrence Download

description: A dataset containing 1079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 13.6590119606536",
 "DecimalLongitude is less than 13.6620715138379",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1079 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015623-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55hntg
title: Occurrence Download

description: A dataset containing 16686603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((100 0,135 0,135 45,100 45,100 0))",
 "TaxonKey is Animalia",
 "Year 1000-2021"
 ]
}

 The dataset includes 16686603 records from 2434 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230936-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/udbps1
title: Replication Data for: Examining public support for Ukraine’s defense against autocratic aggression

description: Russia’s invasion of Ukraine challenges the liberal international order and tests the capacity of Western democracies to maintain long-term military and financial aid for Ukraine in a foreign war. Understanding whether governments’ pledges of resolve are backed by their citizens is crucial for the credibility of these commitments. Here we show, based on survey experiments with 10,011 respondents in the United States, the United Kingdom, Germany, France, and Italy, that these countries’ publics share a similar pattern of preferences. In all countries, citizens strongly endorse Ukraine’s sovereignty and self-determination while weighing human suffering and conflict escalation risk, but less so economic costs. However, within countries, attitudes are polarized: roughly one quarter of citizens with pro-Western orientations show firm resolve, whereas another quarter with anti-Western views remain largely indifferent to political outcomes for Ukraine. These divisions indicate that democratic party competition could constrain the unity and durability of Western resolve against autocratic aggression.
DOI: 10.3886/e208163
title: A Reconstruction of the Italian Road Network, 1861-1910

description: This paper offers a new georeferenced database of Italian roads available by the Italian Unification and constructed from 1863 to 1910. The Italian government (Ministero dei Lavori Pubblici) published three statistics about the road network in 1864, 1904 and 1912. Relying on these sources, this paper reconstructs the provincial and state road network in three benchmark years: 1863, 1904, and 1910. The georeferenced road lines are then integrated with other information available in the sources. The road network appears already quite widespread by the Unification, despite a significant North and Centre vs. South divide. Following the Unification, the road network further expands in a complementary way to the concurrent railroad expansion and mitigates, to some extent, the regional divides in the access to road infrastructure.
DOI: 10.3886/e208163v4-174141
title: A Reconstruction of the Italian Road Network, 1861-1910

description: This paper offers a new georeferenced database of Italian roads available by the Italian Unification and constructed from 1863 to 1910. The Italian government (Ministero dei Lavori Pubblici) published three statistics about the road network in 1864, 1904 and 1912. Relying on these sources, this paper reconstructs the provincial and state road network in three benchmark years: 1863, 1904, and 1910. The georeferenced road lines are then integrated with other information available in the sources. The road network appears already quite widespread by the Unification, despite a significant North and Centre vs. South divide. Following the Unification, the road network further expands in a complementary way to the concurrent railroad expansion and mitigates, to some extent, the regional divides in the access to road infrastructure.
DOI: 10.15468/dl.c3mu5a
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trachyphonus purpuratus J.Verreaux & E.Verreaux, 1851",
 "BasisOfRecord is Specimen",
 "DecimalLongitude is greater than -50",
 "DecimalLatitude is less than 19.5"
 ]
}

 The dataset includes 225 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039448-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x60fnf
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mayodendron igneum (Kurz) Kurz"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006522-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qb9rzp
title: Occurrence Download

description: A dataset containing 3908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Línea base general de escarabajos para el valle medio del Magdalena - VMM"
 ]
}

 The dataset includes 3908 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039456-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o00dje
title: Occurrence Download

description: A dataset containing 6868 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus americanus Erxleben, 1777"
 ]
}

 The dataset includes 6868 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006522-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpepwt
title: Occurrence Download

description: A dataset containing 16108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psidium cattleianum Afzel. ex Sabine"
 ]
}

 The dataset includes 16108 records from 296 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049026-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwp9yb
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mammillaria senilis Lodd. ex Salm-Dyck"
 ]
}

 The dataset includes 62 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006522-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lznlxn
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothriechis aurifer (Salvin, 1860)"
 ]
}

 The dataset includes 157 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006530-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vvzvn
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is White shark tagging off New Zealand"
 ]
}

 The dataset includes 2214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012755-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5msmji
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Telesonix jamesii (Torr.) Raf.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006523-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5f8rt
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Costa Rica",
 "TaxonKey is Acanthocereus tetragonus (L.) Hummelinck"
 ]
}

 The dataset includes 70 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032188-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmnzda
title: Occurrence Download

description: A dataset containing 116772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plant Specimen from Herbarium (IBK) in China, Guangxi Institute of Botany, Chinese Academy of Sciences"
 ]
}

 The dataset includes 116772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006523-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrqmn5
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fauna y flora del Noroccidente de Antioquia"
 ]
}

 The dataset includes 830 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039416-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rf5uhh
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambrosia tenuifolia Gren. & Godr., 1850"
 ]
}

 The dataset includes 19 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006523-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hbzve
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis uruboensis Lourteig"
 ]
}

 The dataset includes 34 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139709-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6zxgb
title: Occurrence Download

description: A dataset containing 813 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Chiropterotriton dimidiatus (Taylor, 1940)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 813 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006523-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ff67cx
title: Occurrence Download

description: A dataset containing 11531 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis virginiana L."
 ]
}

 The dataset includes 11531 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139716-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbferh
title: Occurrence Download

description: A dataset containing 159139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-28.81073 23.49559,72.18173 23.49559,72.18173 67.42764,-28.81073 67.42764,-28.81073 23.49559))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Lycaenidae"
 ]
}

 The dataset includes 159139 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025806-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubzpsj
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gonolobus dasystephanus (S.F.Blake) Woodson",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006524-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htjw49
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis wightiana Wall."
 ]
}

 The dataset includes 67 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139719-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynuaqy
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothriechis aurifer (Salvin, 1860)"
 ]
}

 The dataset includes 157 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006524-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ay5rnm
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dermacentor auratus Supino, 1897"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039436-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxcxvb
title: Occurrence Download

description: A dataset containing 5655 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paracalanus parvus (Claus, 1863), 1901"
 ]
}

 The dataset includes 5655 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006524-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trnszv
title: Occurrence Download

description: A dataset containing 2419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Flora de las sabanas inundables de las cuencas de los ríos Bita, Manacacías y Cravo Sur - SULU II"
 ]
}

 The dataset includes 2419 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039477-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0gmvuk
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boykinia jamesii (Torr.) Engl.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006524-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chj4mu
title: Occurrence Download

description: A dataset containing 22109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmodus rotundus (E.Geoffroy, 1810)"
 ]
}

 The dataset includes 22109 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012759-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3a5by2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis tournefortii DC."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139696-230224095556074/datasets/export for details.
DOI: 10.15468/dl.hziv5t
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachemilla procumbens (Rose) Rydb.",
 "Country is Mexico"
 ]
}

 The dataset includes 354 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006524-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6fkuh
title: Occurrence Download

description: A dataset containing 4304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.5_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Chrysobalanaceae"
 ]
}

 The dataset includes 4304 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032185-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13170244
title: Binary black-hole simulation SXS:BBH:0604

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13170245
title: Binary black-hole simulation SXS:BBH:0604

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.11278831
title: Deep learning insights into non-universality in the halo mass function

description: Data used in paper Deep learning insights into non-universality in the halo mass function (DOI: doi.org/10.1093/mnras/stae1696).

Model_outputs.zip contains the saved latents, predictions, ground truths, and the relevant cosmological quantities used in the analysis (see Model_outputs_readme.md).

Trained_model.zip has the trained baseline IVE model. It contains the saved model weights and code needed to build and load the model weights, as well as the test dataset (see Trained_model_readme.md).
DOI: 10.5281/zenodo.11278832
title: Deep learning insights into non-universality in the halo mass function

description: Data used in paper Deep learning insights into non-universality in the halo mass function (DOI: doi.org/10.1093/mnras/stae1696).

Model_outputs.zip contains the saved latents, predictions, ground truths, and the relevant cosmological quantities used in the analysis (see Model_outputs_readme.md).

Trained_model.zip has the trained baseline IVE model. It contains the saved model weights and code needed to build and load the model weights, as well as the test dataset (see Trained_model_readme.md).
DOI: 10.15468/dl.84yd3d
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parakmeria kachirachirai (Kaneh. & Yamam.) Y.W.Law"
 ]
}

 The dataset includes 60 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045694-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13170272
title: Binary black-hole simulation SXS:BBH:0509

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13170273
title: Binary black-hole simulation SXS:BBH:0509

description: Simulation of a black-hole binary system evolved by the SpEC code.