cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.n47x4m
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinnamomum rigidifolium Kosterm. ex H.H.Pham"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089282-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzx49v
title: Occurrence Download

description: A dataset containing 9558 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eryngium bourgatii Gouan"
 ]
}

 The dataset includes 9558 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048950-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1965850/2362095
title: Data for EMSL Project 48666 from March 2020
DOI: 10.15468/dl.5wzums
title: Occurrence Download

description: A dataset containing 17884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithobates catesbeianus (Shaw, 1802)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17884 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013239-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1941050/2362096
title: Data for EMSL Project 48666 from February 2020
DOI: 10.15468/dl.934zcw
title: Occurrence Download

description: A dataset containing 6970 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 Basiliscus basiliscus (Linnaeus, 1758)"
 ]
}

 The dataset includes 6970 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089283-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx5qb8
title: Occurrence Download

description: A dataset containing 1378 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachurus mediterraneus (Steindachner, 1868)"
 ]
}

 The dataset includes 1378 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048956-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bn9obt
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calceolaria rhododendroides Kränzl."
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013239-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1954914/2362097
title: Data for EMSL Project 48666 from February 2020
DOI: 10.15468/dl.7ffn8z
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysimum mutabile Boiss. & Heldr.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018402-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gabjmp
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinnamomum rigidum Gillespie"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089298-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-04.1980203/2362098
title: Data for EMSL Project 48666 from April 2020
DOI: 10.15468/dl.tctkck
title: Occurrence Download

description: A dataset containing 62509 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Sweden",
 "Country is Norway",
 "Country is Finland"
 ]
 },
 "Year 1990-2018",
 "HasCoordinate is true",
 "TaxonKey is Juniperus communis L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62509 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013239-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1948060/2362099
title: Data for EMSL Project 48666 from February 2020
DOI: 10.15468/dl.fdfxmr
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chimonanthus nitens Oliv."
 ]
}

 The dataset includes 333 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089301-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfjb2k
title: Occurrence Download

description: A dataset containing 6412 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kochia scoparia (L.) Schrad."
 ]
}

 The dataset includes 6412 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007575-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssdgld
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Randia echinocarpa Moc. & Sessé ex DC."
 ]
}

 The dataset includes 130 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013240-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1948973/2362100
title: Data for EMSL Project 48666 from February 2020
DOI: 10.15468/dl.nbajhq
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron anisophyllus Rech.fil."
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048969-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze2fju
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia cycniflora R.A.Dyer"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089308-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1947576/2362101
title: Data for EMSL Project 48666 from February 2020
DOI: 10.15468/dl.x5ezqs
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draeculacephala minerva Ball, 1927",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013241-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jcf7q
title: Occurrence Download

description: A dataset containing 155593 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bubo bubo (Linnaeus, 1758)"
 ]
}

 The dataset includes 155593 records from 718 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089300-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8xftm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Epilobium parviflorum, Epilobium tetragonum, Epipactis heleborine, Epipactis purpurata, Equisetum arvense, Equisetum telmateia, Eupatorium cannabinum, Euphorbia amygdaloides, Euphorbia peplus, Fagus sylvatica, Festuca rubra, Filipendula ulmaria, Fragaria vesca, Frangula alnus, Fraxinus excelsior, Galeopsis tetrahit, Galium aparine, Galium mollugo agg., Galium palustre, Galium saxatile, Genista tintoria, Geranium dissectum, Geranium robertianum, Geum urbanum, Glechoma hederacea, Glyceria maxima, Gnaphalium uliginosum, Hedera helix, Heracleum mantegazzianum, Heracleum sphondylium, Hieracium agg., Hieracium sabaudum, Hieracium strumosum, Holcus lanatus, Holcus mollis, Humulus lupulus, Hyacinthoides non-scripta, Hymenophyllum tunbrigense, Hypericum androsaemum, Hypericum humifusum, Hypericum perforatum, Hypericum pulchrum, Hypericum tetrapterum, Hypochoeris radicata, Ilex aquifolium, Impatiens glandulifera, Iris pseudacorus, Juncus acutiflorus, Juncus articulatus, Juncus bufonius agg.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006647-250914085247600/datasets/export for details.
DOI: 10.15468/dl.wggzk2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinodorus cordifolius",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006702-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5wwr7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinodorus cordifolius",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006701-250914085247600/datasets/export for details.
DOI: 10.15468/dl.84ztnw
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Romanogobio ciscaucasicus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006703-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmeypk
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria latifolia",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006706-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.su5ugf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria latifolia",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006708-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvnmkm
title: Occurrence Download

description: A dataset containing 420226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Geothlypis tolmiei)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 420226 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006653-250914085247600/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.30136156
title: PONE-D-25-12549.csv

description: The Road Crash Severity Index (SEV) is introduced to enhance road safety research by measuring the severity of crash outcomes through the ratio of deaths to total injuries, rather than relying solely on crash frequency data. This index provides a clearer understanding of the relative risk and seriousness of road crashes, highlighting the effectiveness of a nation's post-crash care and emergency response systems. Data for the SI was sourced from the UAE Federal Government database, while additional socio-economic indicators, such as GDP growth per capita, unemployment rate, and population density, were obtained from the World Bank and UN databases. The study also includes a variable reflecting traffic violation fines in UAE dirhams, which assesses the impact of public behavior and law enforcement on road safety.
DOI: 10.6084/m9.figshare.30136156.v1
title: PONE-D-25-12549.csv

description: The Road Crash Severity Index (SEV) is introduced to enhance road safety research by measuring the severity of crash outcomes through the ratio of deaths to total injuries, rather than relying solely on crash frequency data. This index provides a clearer understanding of the relative risk and seriousness of road crashes, highlighting the effectiveness of a nation's post-crash care and emergency response systems. Data for the SI was sourced from the UAE Federal Government database, while additional socio-economic indicators, such as GDP growth per capita, unemployment rate, and population density, were obtained from the World Bank and UN databases. The study also includes a variable reflecting traffic violation fines in UAE dirhams, which assesses the impact of public behavior and law enforcement on road safety.
DOI: 10.15468/dl.gnbzb3
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria latifolia",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 485 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006707-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17128184
title: Property-Based Testing in Python: Empirical Insights
DOI: 10.21227/k0y1-br57
title: "HS_Geophysical data"

description: "Abstract\u2014As a deep exploration method based on natural field sources, magnetotelluric sounding signals are highly susceptible to various types of noise. Noise suppression is one of the key challenges in magnetotelluric data processing. Although traditional denoising methods can improve data quality to some extent, they often lack robustness when dealing with complex noise. To address this issue, this paper proposes a convolutional autoencoder model (ResAtt-CAE) that integrates multi-scale residual learning and a temporal attention mechanism. First, a training set for the model is constructed by adding square-wave noise, harmonic noise, impulse noise, step noise, triangular-wave noise, and white noise to clean magnetotelluric data. During the dimensionality reduction and reconstruction processes of the convolutional autoencoder, complex features of the signals are captured to achieve signal fitting and signal-to-noise discrimination. By constructing a dilated convolutional residual module, the model captures electromagnetic response features across multiple time scales, while adaptive attention weights are applied to enhance the representation of effective signal segments. Experimental results demonstrate that after processing synthetic noisy data, the ResAtt-CAE model achieves a coherence coefficient (CORC) of 0.9864, a signal-to-noise ratio (SNR) of 16.161, and a normalized root mean square error (NRMSE) of 0.0224. In comparison, the traditional autoencoder yields a CORC of 0.5442, an SNR of 3.297, and an NRMSE of 0.3175. For field data, comparative analyses from multiple perspectives\u2014power spectral density (PSD), polarization direction, and apparent resistivity-phase curves\u2014demonstrate that the ResAtt-CAE method outperforms traditional autoencoders. The proposed method exhibits significant noise suppression effects on common types of magnetotelluric noise, effectively improves data processing quality, and provides reliable data support for deep inversion."
DOI: 10.15468/dl.57npyf
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Kryptopterus macrocephalus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006710-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.feam96
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria latifolia",
 "Country is Cambodia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006711-250914085247600/datasets/export for details.
DOI: 10.15468/dl.ewn5gc
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria latifolia",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006713-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzcs92
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagittaria latifolia",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006712-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r377ev
title: Occurrence Download

description: A dataset containing 56939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Geothlypis tolmiei)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 56939 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006651-250914085247600/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.30137581
title: Shrub encroachment

description: Our key question is “how does shrub encroachment, particularly from functionally distinct shrub types, affect ecosystem multifunctionality (EMF) under climate warming”.
DOI: 10.6084/m9.figshare.30137581.v1
title: Shrub encroachment

description: Our key question is “how does shrub encroachment, particularly from functionally distinct shrub types, affect ecosystem multifunctionality (EMF) under climate warming”.
DOI: 10.6084/m9.figshare.28650614.v1
title: Are tropical ant and termite assemblages along a forest recovery gradient habitat or dispersal limited?

description: Data and R code to reproduce the analyses in the manuscript: Grella et al. Are tropical ant and termite assemblages along a forest recovery gradient habitat or dispersal limited?
DOI: 10.15468/dl.aupt48
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Geothlypis tolmiei)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006715-250914085247600/datasets/export for details.