cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uwr8jg
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psarocolius guatimozinus (Bonaparte, 1853)"
 ]
}

 The dataset includes 472 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042007-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f9yjr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Cordiaceae"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017689-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkbbw7
title: Occurrence Download

description: A dataset containing 714 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microspingus cinereus (Bonaparte, 1850)"
 ]
}

 The dataset includes 714 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184547-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e55voy
title: Occurrence Download

description: A dataset containing 46997 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mustela putorius Linnaeus, 1758"
 ]
}

 The dataset includes 46997 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017689-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k9psw
title: Occurrence Download

description: A dataset containing 631 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tangara palmarum (Wied-Neuwied, 1821)"
 ]
}

 The dataset includes 631 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0409117-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pui0pp
title: Occurrence Download

description: A dataset containing 25013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "TaxonKey is Hirundo rustica Linnaeus, 1758"
 ]
}

 The dataset includes 25013 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017690-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysf95d
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tangara phillipsi G.R.Graves & Weske, 1987"
 ]
}

 The dataset includes 37 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0409125-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0v8r3x
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Populus brandegeei var. glabra Wiggins",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017691-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sglfpx
title: Occurrence Download

description: A dataset containing 53420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "TaxonKey is Passer montanus (Linnaeus, 1758)"
 ]
}

 The dataset includes 53420 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017691-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89js22
title: Occurrence Download

description: A dataset containing 20384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "GadmGid is ESP.2_1",
 "Geometry POLYGON((-1.03778 40.79852,-0.71038 40.7936,-0.71425 41.80906,-1.03778 41.81205,-1.03778 40.79852))",
 {
 "or" : [
 "PublishingOrg is 7b4f2f30-a456-11d9-8049-b8a03c50a862",
 "PublishingOrg is ebda1cab-dda8-418b-8f25-df1e71ff5bc2",
 "PublishingOrg is cb202839-87c6-456a-821c-dc5b268a200f",
 "PublishingOrg is 0363cbd4-f666-455e-8e86-0bbddcf51950",
 "PublishingOrg is 7338b4d9-d75b-4edb-b238-b09f52397f49",
 "PublishingOrg is da86174a-a605-43a4-a5e8-53d484152cd3",
 "PublishingOrg is 8209258a-80e8-4094-aba2-a3febe5ed45b",
 "PublishingOrg is 6f3ccc65-0a54-4e65-ae7e-13b92d618e7c",
 "PublishingOrg is 4c91866b-3c2e-4568-aca0-3ab0a1c1a45e",
 "PublishingOrg is c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f"
 ]
 },
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 20384 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184537-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgxxda
title: Occurrence Download

description: A dataset containing 5858 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus terrestris (Linnaeus, 1758)"
 ]
}

 The dataset includes 5858 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154769-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9up4w
title: Occurrence Download

description: A dataset containing 20222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Ehretiaceae"
 ]
}

 The dataset includes 20222 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017692-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqgjeg
title: Occurrence Download

description: A dataset containing 429312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Veneridae"
 ]
}

 The dataset includes 429312 records from 832 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049162-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lc3qj0
title: Occurrence Download

description: A dataset listing the 1361 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Pinus pseudostrobus Lindl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1361 records were derived from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017692-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvrehd
title: Occurrence Download

description: A dataset containing 1776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Charophyta"
 ]
}

 The dataset includes 1776 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154770-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wji6jz
title: Occurrence Download

description: A dataset containing 1361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Pinus pseudostrobus Lindl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1361 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017693-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zygf87
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indoreonectes evezardi (Day, 1872)"
 ]
}

 The dataset includes 206 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188378-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bv2vnr
title: Occurrence Download

description: A dataset containing 45634371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((90.92212 6.97147,100.59903 -5.4839,107.32449 -9.46445,122.14128 -12.17252,129.95898 -9.69434,142.3239 -10.54847,152.45501 -14.29583,154.02546 -3.44544,149.57032 -0.48281,131.3561 2.72748,123.40389 20.72891,123.35718 26.04245,104.62135 23.35147,100.45037 21.80339,99.51961 26.32595,97.56996 29.8842,95.8446 27.92567,91.25627 21.98428,90.92212 6.97147))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 45634371 records from 3964 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023366-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zq2cb
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metaphycus stramineus Compere, 1940",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003705-250402121839773/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.28731185
title: Support data for Seeds of Prosperity? Revisiting the Effect of Democracy on Economic Growth

description: Data supporting the research.
DOI: 10.15468/dl.yuvfmm
title: Occurrence Download

description: A dataset containing 5287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Candonidae"
 ]
}

 The dataset includes 5287 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003707-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9xmn9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bracon piger (Wesmael, 1838)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003706-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83ytaf
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-115.13672 32.3376,-113.11523 31.78257,-112.36816 29.74482,-111.26953 29.39326,-109.11621 27.15205,-102.7793 28.39438,-102.5332 32.53096,-103.40332 40.73115,-103.97461 42.00557,-106.08398 41.654,-111.66504 40.51143,-114.47754 39.85225,-116.93848 39.19307,-116.85059 37.39131,-116.85059 36.16084,-116.45508 34.49092,-116.10352 33.39229,-115.13672 32.3376))",
 "TaxonKey is Hyoscyamus niger L."
 ]
}

 The dataset includes 44 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084773-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhfaoe
title: Occurrence Download

description: A dataset containing 56103281 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Geometry POLYGON((-172.08984 52.03125,-174.02344 48.7793,-169.62891 47.37305,-157.85156 51.85547,-148.79883 54.93164,-141.67969 54.93164,-134.64844 50.18555,-129.55078 44.91211,-127.5293 37.44141,-124.27734 30.58594,-115.22461 22.58789,-107.75391 18.7207,-104.58984 19.51172,-104.23828 21.62109,-108.28125 26.71875,-111.00586 29.35547,-112.65091 31.6854,-119.53125 35.50781,-120.58594 38.23242,-122.43164 41.04492,-122.43164 45.87891,-121.81641 47.72461,-121.72852 49.30664,-127.96875 55.01953,-136.23047 60.82031,-143.70117 61.69922,-150.2994 62.43236,-164.60945 57.54712,-170.24521 54.9767,-172.08984 52.03125))"
 ]
}

 The dataset includes 56103281 records from 1369 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003018-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111131768
title: Enoch parchment, Schoyen MS 4612/8

description: [Text Description:] Text from Enoch ❧ [Text or Publication Number Note:] Schoyen MS 4612/8 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 1 fragment, 5 partial lines; dark brown with part of surface flaked off
DOI: 10.15468/dl.jktsx0
title: Occurrence Download

description: A dataset containing 5293 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is France",
 "Country is Spain",
 "Country is Portugal",
 "Country is Italy",
 "Country is Andorra",
 "Country is Switzerland"
 ]
 },
 "TaxonKey is Noctua pronuba Linnaeus, 1758"
 ]
}

 The dataset includes 5293 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003037-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111131770
title: Enoch parchment, Schoyen MS 4612/8

description: [Text Description:] Text from Enoch ❧ [Text or Publication Number Note:] Schoyen MS 4612/8 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 1 fragment, 5 partial lines; dark brown with part of surface flaked off
DOI: 10.15468/dl.3ze95n
title: Occurrence Download

description: A dataset containing 27538 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galactites tomentosa Moench"
 ]
}

 The dataset includes 27538 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222617-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2bsr7x3yxf.1
title: Incubação de 6-Nitro-Dopamina com fígado de rato - Incubation of 6-Nitro-Dopamine with rat liver - LFR 2025

description: EN

Incubation of rat liver with 6-ND - high-resolution LC-MS acquisition data of the supernatant as a function of time - Large-scale study of 6-ND metabolism. Available are the .mzML files of the LC-MS chromatograms and the batch of the peak processing procedure using the MzMine software, exported by the batch function of the software. The four files correspond to the four time points of the incubation, of 0 minutes (starting point), 5, 20 and 60 minutes. With these data, it is expected that researchers interested in the metabolism of this molecule will be able to replicate what was done in the 2025 FAPESP LFR report and even identify fragments that had not yet been identified at the time of this report. The reports were also uploaded, both in english and portuguuese. If you are interested, please contact us at luizfrib@iq.usp.br.

PT

Incubação de fígado de rato com 6-ND - dados de aquisição de LC-MS de alta resolução do sobrenadante em função do tempo - Estudo em larga escala do metabolismo de 6-ND. Estão disponíveis os arquivos .mzML dos cromatogramas de LC-MS e o lote do procedimento de processamento de pico usando o software MzMine, exportado pela função de lote do software. Os quatro arquivos correspondem aos quatro pontos de tempo da incubação, de 0 minutos (ponto inicial), 5, 20 e 60 minutos. Com esses dados, espera-se que pesquisadores interessados no metabolismo dessa molécula consigam replicar o que foi feito no relatório FAPESP LFR de 2025 e até mesmo identificar fragmentos que ainda não haviam sido identificados no momento deste relatório. O relatório também foi acrescentado, tanto em inglês como em português. Caso tenha interesse, entre em contato conosco pelo e-mail luizfrib@iq.usp.br.
DOI: 10.17632/4w27rzjtm4
title: Supplementary_Material_JAAD-D-25-04018

description: 1.Questionnaire assessing patient expectations of treatment outcomes.

2.Methods.

3.Graphical abstract.

4.Raw data.

5.Code.

Table S1. Baseline characteristics of PWS patients.

Table S2. Hyperparameter tuning details for machine learning models.

Table S3. Multivariate logistic regression quantifying mediation effects.

Figure S1. Feature selection and model performance comparison: LASSO, RFE, and random forest analyses.

Figure S2. Confusion matrices of five models at the optimal threshold (0.515).

Figure S3. Performance evaluation of five models: ROC, confusion matrix, calibration, and decision curves.

Figure S4. Feature importance and SHAP analysis of the LightGBM model.

Figure S5. SHAP summary and dependence plots of the LightGBM model.

Figure S6. Exploratory analysis of associations among clinical and dermoscopic variables.

Figure S7. Surrogate decision tree of the LightGBM model
DOI: 10.17632/4w27rzjtm4.1
title: Supplementary_Material_JAAD-D-25-04018

description: 1.Questionnaire assessing patient expectations of treatment outcomes.

2.Methods.

3.Graphical abstract.

4.Raw data.

5.Code.

Table S1. Baseline characteristics of PWS patients.

Table S2. Hyperparameter tuning details for machine learning models.

Table S3. Multivariate logistic regression quantifying mediation effects.

Figure S1. Feature selection and model performance comparison: LASSO, RFE, and random forest analyses.

Figure S2. Confusion matrices of five models at the optimal threshold (0.515).

Figure S3. Performance evaluation of five models: ROC, confusion matrix, calibration, and decision curves.

Figure S4. Feature importance and SHAP analysis of the LightGBM model.

Figure S5. SHAP summary and dependence plots of the LightGBM model.

Figure S6. Exploratory analysis of associations among clinical and dermoscopic variables.

Figure S7. Surrogate decision tree of the LightGBM model
DOI: 10.17632/z9f9ggws35
title: WRF simulations of Future Saharan dust concentrations across West Africa: Historical and late 21st century.

description: WRF simulation data for historical and late 21st century
DOI: 10.17632/z9f9ggws35.2
title: WRF simulations of Future Saharan dust concentrations across West Africa: Historical and late 21st century.

description: WRF simulation data for historical and late 21st century
DOI: 10.15156/bio/sh1145149.10fu
title: SH1145149.10FU

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/sh1145153.10fu
title: SH1145153.10FU

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/sh1145156.10fu
title: SH1145156.10FU

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.