cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.0tz22y
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tubastraea coccinea Lesson, 1830",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 335 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010147-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7xn7b
title: Occurrence Download

description: A dataset containing 195 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 Micropsitta geelvinkiana (Schlegel, 1871)"
 ]
}

 The dataset includes 195 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031612-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sta52m
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conophytum roodiae (N.E.Br.) N.E.Br."
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012192-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.armieb
title: Occurrence Download

description: A dataset containing 2113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphaerodactylus argus Gosse, 1850"
 ]
}

 The dataset includes 2113 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010147-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy7dmz
title: Occurrence Download

description: A dataset containing 161 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 Dicaeum retrocinctum Gould, 1872"
 ]
}

 The dataset includes 161 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031676-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbdekd
title: Occurrence Download

description: A dataset containing 282 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 Atelopus spurrelli Boulenger, 1914"
 ]
}

 The dataset includes 282 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044148-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gsn36
title: Occurrence Download

description: A dataset containing 753 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 Accipiter poliocephalus G.R.Gray, 1858"
 ]
}

 The dataset includes 753 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031652-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lvx98b
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eugenia prasina O.Berg"
 ]
}

 The dataset includes 455 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010148-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2zv8e
title: Occurrence Download

description: A dataset containing 79 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 Papurana volkerjane (Günther, 2003)"
 ]
}

 The dataset includes 79 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044166-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kdx2p
title: Occurrence Download

description: A dataset containing 13881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Plocamium cartilagineum (L.) P.S.Dixon",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13881 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012230-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6pben
title: Occurrence Download

description: A dataset containing 122 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 Melidectes foersteri (Rothschild & E.Hartert, 1911)"
 ]
}

 The dataset includes 122 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031658-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzrgsj
title: Occurrence Download

description: A dataset containing 1616 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melicope triphylla (Lam.) Merr."
 ]
}

 The dataset includes 1616 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039545-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgzfbh
title: Occurrence Download

description: A dataset containing 4418 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 Nyctiphrynus ocellatus (Tschudi, 1844)"
 ]
}

 The dataset includes 4418 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052267-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tocady
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Liolaemus chacoensis Shreve, 1948",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 61 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012250-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2rqsw
title: Occurrence Download

description: A dataset containing 83973 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Actinidiaceae)"
 ]
}

 The dataset includes 83973 records from 727 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020581-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4qv46
title: Occurrence Download

description: A dataset containing 42334 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Peraceae)"
 ]
}

 The dataset includes 42334 records from 473 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020582-250127130748423/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.26974584
title: Implementing machine learning to predict survival outcomes in patients with resected pulmonary large cell neuroendocrine carcinoma

description: The post-surgical prognosis for Pulmonary Large Cell Neuroendocrine Carcinoma (PLCNEC) patients remains largely unexplored. Developing a precise prognostic model is vital to assist clinicians in patient counseling and creating effective treatment strategies. This retrospective study utilized the Surveillance, Epidemiology, and End Results database from 2000 to 2018 to identify key prognostic features for Overall Survival (OS) in PLCNEC using Boruta analysis. Predictive models employing XGBoost, Random Forest, Decision Trees, Elastic Net, and Support Vector Machine were constructed and evaluated based on Area Under the Receiver Operating Characteristic Curve (AUC), calibration plots, Brier scores, and Decision Curve Analysis (DCA). Analysis of 604 patients revealed eight significant predictors of OS. The Random Forest model outperformed others, with AUC values of 0.765 and 0.756 for 3 and 5-year survival predictions in the training set, and 0.739 and 0.706 in the validation set, respectively. Its superior validation cohort performance was confirmed by its AUC, calibration, and DCA metrics. This study introduces a novel machine learning-based prognostic model with a supportive web-based platform, offering valuable tools for healthcare professionals. These advancements facilitate more personalized clinical decision-making for PLCNEC patients following primary tumor resection.
DOI: 10.6084/m9.figshare.26974584.v1
title: Implementing machine learning to predict survival outcomes in patients with resected pulmonary large cell neuroendocrine carcinoma

description: The post-surgical prognosis for Pulmonary Large Cell Neuroendocrine Carcinoma (PLCNEC) patients remains largely unexplored. Developing a precise prognostic model is vital to assist clinicians in patient counseling and creating effective treatment strategies. This retrospective study utilized the Surveillance, Epidemiology, and End Results database from 2000 to 2018 to identify key prognostic features for Overall Survival (OS) in PLCNEC using Boruta analysis. Predictive models employing XGBoost, Random Forest, Decision Trees, Elastic Net, and Support Vector Machine were constructed and evaluated based on Area Under the Receiver Operating Characteristic Curve (AUC), calibration plots, Brier scores, and Decision Curve Analysis (DCA). Analysis of 604 patients revealed eight significant predictors of OS. The Random Forest model outperformed others, with AUC values of 0.765 and 0.756 for 3 and 5-year survival predictions in the training set, and 0.739 and 0.706 in the validation set, respectively. Its superior validation cohort performance was confirmed by its AUC, calibration, and DCA metrics. This study introduces a novel machine learning-based prognostic model with a supportive web-based platform, offering valuable tools for healthcare professionals. These advancements facilitate more personalized clinical decision-making for PLCNEC patients following primary tumor resection.
DOI: 10.15468/dl.gjcg48
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "TaxonKey is Rhodiola crenulata (Hook.fil. & Thomson) H.Ohba"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020586-250127130748423/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.28010240
title: Periodic splay Fréedericksz transitions in a ferroelectric nematic

description: The data represent experimental dependencies of the optical response of a ferroelectric nematic liquid crystal planar cell to an externally applied electric field of a high frequency such as 200 kHz. The field causes oscillatory response of the polarization as well as stationary deformations of the splay-twist stripes and splay-bend square lattices.
DOI: 10.6084/m9.figshare.28010240.v1
title: Periodic splay Fréedericksz transitions in a ferroelectric nematic

description: The data represent experimental dependencies of the optical response of a ferroelectric nematic liquid crystal planar cell to an externally applied electric field of a high frequency such as 200 kHz. The field causes oscillatory response of the polarization as well as stationary deformations of the splay-twist stripes and splay-bend square lattices.
DOI: 10.6084/m9.figshare.25919746
title: Small circular mRNA vaccines for tumor immunotherapy

description: Source data for all figures
DOI: 10.15468/dl.c85m3n
title: Occurrence Download

description: A dataset containing 99802 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Styracaceae)"
 ]
}

 The dataset includes 99802 records from 861 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020585-250127130748423/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.28775485
title: Additional file 1 of Assessing dengue forecasting methods: a comparative study of statistical models and machine learning techniques in Rio de Janeiro, Brazil

description: Supplementary material 1. S1 Comparison of the predictions obtained by the best performing statistical and machine learning techniques for different time horizons. S2 Boxplots of the absolute errors (cases) obtained by the forecasting methods when using only cases. S3 Boxplots of the absolute percentage errors (%) obtained by the forecasting methods when using only cases. S4 Boxplots of the absolute errors (cases) obtained by the forecasting methods when including covariates. Ensemble refers to the best ensemble approach using covariates which is LSTM and SARIMAX. S5 Boxplots of the absolute percentage errors (%) obtained by the forecasting methods including covariates. Ensemble refers to the best ensemble approach using covariates which is LSTM and SARIMAX. S6 Real cases, predictions, and 95% uncertainty intervals computed with SARIMAX across various forecast horizons. S7 Real cases, predictions, and 95% uncertainty intervals computed with LSTM including covariates across various forecast horizons. S8 Computational time of each forecasting method.
DOI: 10.6084/m9.figshare.28775485.v1
title: Additional file 1 of Assessing dengue forecasting methods: a comparative study of statistical models and machine learning techniques in Rio de Janeiro, Brazil

description: Supplementary material 1. S1 Comparison of the predictions obtained by the best performing statistical and machine learning techniques for different time horizons. S2 Boxplots of the absolute errors (cases) obtained by the forecasting methods when using only cases. S3 Boxplots of the absolute percentage errors (%) obtained by the forecasting methods when using only cases. S4 Boxplots of the absolute errors (cases) obtained by the forecasting methods when including covariates. Ensemble refers to the best ensemble approach using covariates which is LSTM and SARIMAX. S5 Boxplots of the absolute percentage errors (%) obtained by the forecasting methods including covariates. Ensemble refers to the best ensemble approach using covariates which is LSTM and SARIMAX. S6 Real cases, predictions, and 95% uncertainty intervals computed with SARIMAX across various forecast horizons. S7 Real cases, predictions, and 95% uncertainty intervals computed with LSTM including covariates across various forecast horizons. S8 Computational time of each forecasting method.
DOI: 10.15468/dl.jkmunq
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cycnium recurvum (Oliv.) Engl."
 ]
}

 The dataset includes 49 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018251-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvbkv3
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lolium ×aschersonianum (Dörfl.) Banfi, Galasso, Foggi, Kopecký & Ardenghi"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210334-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu5wc4
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium minutiflorum (Ridl.) Hewson"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007756-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9wsu3
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Elevation is greater than 5000m",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2011",
 "Month is greater than or equal to March",
 "Month is less than or equal to August"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227434-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zmn3x
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limonium emarginatum (Willd.) Kuntze"
 ]
}

 The dataset includes 95 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009767-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43bwjt
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pulicaria insignis Drumm. ex Dunn"
 ]
}

 The dataset includes 100 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007654-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8r4b5
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Elevation is greater than 5000m",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2011",
 "Month is greater than or equal to March",
 "Month is less than or equal to August"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227439-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yj853
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pulicaria insignis Drumm. ex Dunn"
 ]
}

 The dataset includes 100 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007653-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ym44kc
title: Occurrence Download

description: A dataset containing 1844 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gavilea Poepp."
 ]
}

 The dataset includes 1844 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009856-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6y5wd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium lamprochlorum Omang"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244902-230224095556074/datasets/export for details.
DOI: 10.15468/dl.4fazv6
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Elevation is greater than 5000m",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2011",
 "Month is greater than or equal to March",
 "Month is less than or equal to August"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227437-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r2fjm
title: Occurrence Download

description: A dataset containing 60220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)"
 ]
}

 The dataset includes 60220 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244918-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.