cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.b8paps
title: Occurrence Download

description: A dataset containing 3389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Brazil",
 "Country is Colombia",
 "Country is Argentina",
 "Country is Paraguay",
 "Country is Bolivia (Plurinational State of)",
 "Country is Peru",
 "Country is French Guiana",
 "Country is Guyana",
 "Country is Venezuela (Bolivarian Republic of)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stylosanthes guianensis (Aubl.) Sw."
 ]
}

 The dataset includes 3389 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079421-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.naeaxi
title: Occurrence Download

description: A dataset containing 1250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guadeloupe",
 "PublishingCountry is Germany",
 "Repatriated is true"
 ]
}

 The dataset includes 1250 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005273-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrscmf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptostylis ligulata J.J.Sm."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154161-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmvp3h
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Herbario Universidad de Antioquia (HUA)",
 "TaxonKey is Tibouchina lepidota (Bonpl.) Baill."
 ]
}

 The dataset includes 106 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112221-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ik7kx1
title: Occurrence Download

description: A dataset containing 628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Year 2005-2017",
 "HasCoordinate is true",
 "TaxonKey is Procambarus clarkii (Girard, 1852)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 628 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005273-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z86rws
title: Occurrence Download

description: A dataset containing 2218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Camelina sativa (L.) Crantz"
 ]
}

 The dataset includes 2218 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004278-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frh4sf
title: Occurrence Download

description: A dataset containing 4657 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Ethiopia",
 "Country is Kenya",
 "Country is Uganda",
 "Country is Somalia"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Giraffa Brisson, 1762"
 ]
}

 The dataset includes 4657 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112224-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rc6yt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1000-2009",
 "Geometry POLYGON((-16.84 -1.70,-16.84 57.70,101.84 57.70,101.84 -1.70,-16.84 -1.70))",
 "HasCoordinate is true",
 "TaxonKey is Elephas maximus maximus",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005273-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.waaysf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syngonanthus syngonanthoides (Silveira) Trovó & Stützel"
 ]
}

 The dataset includes 8 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196427-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwgf5m
title: Occurrence Download

description: A dataset containing 3032041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((35.924964333333335 48.58410666666667, 35.924964333333335 65.67073733333334, 1.8796086666666671 65.67073733333334, 1.8796086666666671 48.58410666666667, 35.924964333333335 48.58410666666667))",
 "EventDate is 2019-05-01,2019-05-31"
 ]
}

 The dataset includes 3032041 records from 560 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033559-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17798876
title: FoodBench: A Domain-Targeted Question-Answering Dataset for Food and Nutrition Applications

description: We present FoodBench, a curated benchmark dataset of question–answer pairs designed for training and evaluating LLMs in food and nutrition. It spans key tasks such as nutrient estimation, food traffic-light classification, synonym linking, cooking measurement conversion, and food named-entity recognition and linking. FoodBench enables robust performance evaluation across zero-, one-, and few-shot settings, laying the groundwork for trustworthy, domain-adapted language models. This resource supports advances in personalized nutrition, dietary assessment, and food system innovation. 

Publicly accessible datasets include Ingredient Synonyms Identification (ingredient_synonyms_identification.txt), Household Cooking Measurements Conversion (household_cooking_measurements_conversion.txt), and Food Named-Entity Recognition and Linking (covering CafeteriaFCD, CafeteriaSA (NER_NEL_CafeteriaSA.txt and NER_NEL_CafeteriaFCD.txt), and Artificial NEL (artifical_NEL_foodon.txt, artificial_NEL_hansard.txt, artifical_NEL_snomedct.txt)). The datasets for Food Traffic-Light System Classification, Recipe Nutrient Estimation, and Ingredient Nutrient Estimation are derived from the Recipe1+ dataset, which can be obtained upon request from the original authors. For these cases, we provide publicly available scripts that generate the corresponding FoodBench datasets, including all seeds required for reproducibility (https://github.com/matejMartinc/FoodyLLM/tree/main/datasets ). We also recommend users to test their own seeds and train and test splits. Interested users may request access to Recipe1+ from its authors; once approved, the derived FoodBench datasets can be shared under the same conditions as the original dataset.
DOI: 10.5281/zenodo.17798877
title: FoodBench: A Domain-Targeted Question-Answering Dataset for Food and Nutrition Applications

description: We present FoodBench, a curated benchmark dataset of question–answer pairs designed for training and evaluating LLMs in food and nutrition. It spans key tasks such as nutrient estimation, food traffic-light classification, synonym linking, cooking measurement conversion, and food named-entity recognition and linking. FoodBench enables robust performance evaluation across zero-, one-, and few-shot settings, laying the groundwork for trustworthy, domain-adapted language models. This resource supports advances in personalized nutrition, dietary assessment, and food system innovation. 

Publicly accessible datasets include Ingredient Synonyms Identification (ingredient_synonyms_identification.txt), Household Cooking Measurements Conversion (household_cooking_measurements_conversion.txt), and Food Named-Entity Recognition and Linking (covering CafeteriaFCD, CafeteriaSA (NER_NEL_CafeteriaSA.txt and NER_NEL_CafeteriaFCD.txt), and Artificial NEL (artifical_NEL_foodon.txt, artificial_NEL_hansard.txt, artifical_NEL_snomedct.txt)). The datasets for Food Traffic-Light System Classification, Recipe Nutrient Estimation, and Ingredient Nutrient Estimation are derived from the Recipe1+ dataset, which can be obtained upon request from the original authors. For these cases, we provide publicly available scripts that generate the corresponding FoodBench datasets, including all seeds required for reproducibility (https://github.com/matejMartinc/FoodyLLM/tree/main/datasets ). We also recommend users to test their own seeds and train and test splits. Interested users may request access to Recipe1+ from its authors; once approved, the derived FoodBench datasets can be shared under the same conditions as the original dataset.
DOI: 10.34740/kaggle/dsv/13984936
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.dn56wg
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocidura musseri",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027412-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17811145
title: Evolutionary tracks for Steam Worlds (SWE model)

description: Evolutionary tracks from the Steam Worlds Evolution (SWE) model (Aguichine et al. 2025).

Link to manuscript: https://ui.adsabs.harvard.edu/abs/2025ApJ...988..186A/abstract

Model summary:Earth-like core (32.5% iron-sulfur alloy, 67.5% mantle with Earth-like Fe/Si ratio)Pure H2O envelope and pure H2O atmosphere connected at P_b = 1000 barParameters:ST: Stellar Type (M or G), for radiative transfer in the atmosphereWMF: Water Mass Fraction, between 0.001 and 1T_eq: Equilibrium temperature (K), between 500 K and 700 KM_p: Planet mass (M_e), between 0.2 M_E and 20.0 M_EAge: Host star age (Gyr), between 0.001 Gyr and 20 Gyr, assuming the planet formed at t_0 = 1 Myr (can be adjusted)Model outputs:R_b: Planet radius (R_E) at 1000 barR_b: Planet radius (R_E) at 20 mbar, pressure level where pure steam is opaque at 1 micronR_b: Planet radius (R_E) at 1 µbar, pressure level of aerosols/haze formationT_b: Temperature (K) at 1000 bar)T_int: Intrinsic temperature (K), nominal values are between 10 K and 400 Ks_env: Specific entropy of H2O in the envelope (in J/K/kg)I/MR^2: Moment of inertia factorSources of energy for the cooling, expressed as luminosities (in W):L_env: energy from the H2O envelope (thermal + gravitational)L_rad: radiogenic heat produced in the coreL_core: thermal energy of the coreL_grav: gravitational energy of the coreu_tot: total energy of the planet (J), obtained by fully integrating thermal (cp*T*dm) and gravitational energyBy construction:L_env + L_rad + L_core + L_grav = (4 * Pi * R_p**2) * (sigma_SB * T_int**4)d u_tot / d t = -L_int + L_rad NB: The last line of each track represents an estimate of the time until "full exhaustion" (see paper for details).
DOI: 10.15468/dl.j35sk7
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Occurrence evidence, Living Specimen, Material citation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caragana halodendron",
 "Year 1000-2025"
 ]
}

 The dataset includes 373 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027414-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17800057
title: RML24-Cognitive-Radio-for-Satellite
DOI: 10.5281/zenodo.17800058
title: RML24-Cognitive-Radio-for-Satellite
DOI: 10.15468/dl.fdj5w2
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((38.99338 44.08848,39.56993 43.46827,40.1208 43.32445,40.34937 43.74178,39.06657 44.15654,38.99338 44.08848))",
 "TaxonKey is Robinia pseudoacacia"
 ]
}

 The dataset includes 140 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027415-251120083545085/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.30783854
title: Supplementary Material for: Reference values of cerebral fractional tissue oxygen extraction (cFTOE) in preterm neonates during immediate fetal-to-neonatal transition: A secondary outcome analysis of the COSGOD III trial

description: Background
Monitoring cerebral oxygenation during immediate fetal-to-neonatal transition may provide additional information in preterm neonates. Cerebral fractional tissue oxygen extraction (cFTOE), derived from cerebral oxygen saturation (crSO2) and arterial oxygen saturation (SpO2), reflects the relative extraction of oxygen from the arterial to the tissue compartment, providing information about the balance between oxygen delivery and oxygen consumption. We aimed to describe centiles of cFTOE during the first 15 minutes after birth in extremely and very preterm neonates. 

Methods
This is a secondary outcome parameter analysis of the multicentre randomised-controlled COSGOD III trial. Neonates &lt;32 weeks of gestational age included in the NIRS-open-group of the COSGOD III trial with favourable outcome, defined as survival without cerebral injury at term-equivalent age, were assigned for this analysis. CFTOE was calculated for every minute in each included neonate: cFTOE = (SpO2-crSO2)/SpO2. CrSO2 was measured with the INVOS 5100 monitor with the neonatal sensor. Centiles of cFTOE (10th to 90th) from minute two to 15 after birth were described.

Results
A total of 199 preterm neonates with a median (IQR) gestational age of 29.7 (27.7-30.9)weeks and a weight of 1200 (925-1460)grams were analysed. The 50th centile of cFTOE at minute two, five, ten and 15 was 0.492, 0.296, 0.177 and 0.151, respectively.

Conclusion
This study provides centile for cFTOE for extremely and very preterm neonates with favourable outcome independent of interventions during postnatal stabilisation period. These centile charts may assist in interpreting cerebral oxygenation patterns.
DOI: 10.6084/m9.figshare.30783854.v1
title: Supplementary Material for: Reference values of cerebral fractional tissue oxygen extraction (cFTOE) in preterm neonates during immediate fetal-to-neonatal transition: A secondary outcome analysis of the COSGOD III trial

description: Background
Monitoring cerebral oxygenation during immediate fetal-to-neonatal transition may provide additional information in preterm neonates. Cerebral fractional tissue oxygen extraction (cFTOE), derived from cerebral oxygen saturation (crSO2) and arterial oxygen saturation (SpO2), reflects the relative extraction of oxygen from the arterial to the tissue compartment, providing information about the balance between oxygen delivery and oxygen consumption. We aimed to describe centiles of cFTOE during the first 15 minutes after birth in extremely and very preterm neonates. 

Methods
This is a secondary outcome parameter analysis of the multicentre randomised-controlled COSGOD III trial. Neonates &lt;32 weeks of gestational age included in the NIRS-open-group of the COSGOD III trial with favourable outcome, defined as survival without cerebral injury at term-equivalent age, were assigned for this analysis. CFTOE was calculated for every minute in each included neonate: cFTOE = (SpO2-crSO2)/SpO2. CrSO2 was measured with the INVOS 5100 monitor with the neonatal sensor. Centiles of cFTOE (10th to 90th) from minute two to 15 after birth were described.

Results
A total of 199 preterm neonates with a median (IQR) gestational age of 29.7 (27.7-30.9)weeks and a weight of 1200 (925-1460)grams were analysed. The 50th centile of cFTOE at minute two, five, ten and 15 was 0.492, 0.296, 0.177 and 0.151, respectively.

Conclusion
This study provides centile for cFTOE for extremely and very preterm neonates with favourable outcome independent of interventions during postnatal stabilisation period. These centile charts may assist in interpreting cerebral oxygenation patterns.
DOI: 10.6084/m9.figshare.30783857
title: Supplementary Material for: Trends and Future Projections of Neurological Disorder Burden in Europe,1990-2021: Latest Insights from the GBD 2021 Study

description: Background: The systematic assessment of the burden of common neurological disorders in Europe based on latest epidemiological data remains lacking.
Methods: We extracted data on disability-adjusted life years (DALYs), mortality, prevalence, and incidence of neurological disorders from the Global Burden of Disease 2021 study from 1990 to 2021. Future trends over the next 15 years were projected using autoregressive integrated moving average modeling.
Results: In 2021, the age-standardized DALYs rates (ASDRs) of neurological disorders in Europe (1,502.3/100,000 population) was significantly higher than the global average (1,385.1/100,000 population). Among them, the ASDRs in Western Europe (1,584.23/100,000 population) was notably higher than that in Central Europe (1,354.65/100,000 population) and Eastern Europe (1,375.03/100,000 population). Ischemic stroke (31.98%) and Alzheimer's disease (20.24%) were the major contributors to the disease burden in Europe. Age-stratified analysis revealed that the elderly population(≥65 years old) bore the burden of stroke and Alzheimer's disease and other dementia. The overall disease burden was higher in females. From 1990 to 2021, data indicated a significant decline in the disease burden of ischemic stroke, Alzheimer's disease and other dementias, encephalitis, idiopathic epilepsy, intracerebral hemorrhage, and meningitis. Conversely, Parkinson's disease and other neurological disorders showed an upward trend. ARIMA forecast analysis suggested that from 2021 to 2036, the predicted ASDRs for Neurological disorders would be lower compared to previous levels.
Conclusion: Neurological disorders impose a greater burden in Europe than globally, primarily driven by ischemic stroke and Alzheimer's disease, with Western Europe, elderly, and female populations being disproportionately affected.
DOI: 10.6084/m9.figshare.30783857.v1
title: Supplementary Material for: Trends and Future Projections of Neurological Disorder Burden in Europe,1990-2021: Latest Insights from the GBD 2021 Study

description: Background: The systematic assessment of the burden of common neurological disorders in Europe based on latest epidemiological data remains lacking.
Methods: We extracted data on disability-adjusted life years (DALYs), mortality, prevalence, and incidence of neurological disorders from the Global Burden of Disease 2021 study from 1990 to 2021. Future trends over the next 15 years were projected using autoregressive integrated moving average modeling.
Results: In 2021, the age-standardized DALYs rates (ASDRs) of neurological disorders in Europe (1,502.3/100,000 population) was significantly higher than the global average (1,385.1/100,000 population). Among them, the ASDRs in Western Europe (1,584.23/100,000 population) was notably higher than that in Central Europe (1,354.65/100,000 population) and Eastern Europe (1,375.03/100,000 population). Ischemic stroke (31.98%) and Alzheimer's disease (20.24%) were the major contributors to the disease burden in Europe. Age-stratified analysis revealed that the elderly population(≥65 years old) bore the burden of stroke and Alzheimer's disease and other dementia. The overall disease burden was higher in females. From 1990 to 2021, data indicated a significant decline in the disease burden of ischemic stroke, Alzheimer's disease and other dementias, encephalitis, idiopathic epilepsy, intracerebral hemorrhage, and meningitis. Conversely, Parkinson's disease and other neurological disorders showed an upward trend. ARIMA forecast analysis suggested that from 2021 to 2036, the predicted ASDRs for Neurological disorders would be lower compared to previous levels.
Conclusion: Neurological disorders impose a greater burden in Europe than globally, primarily driven by ischemic stroke and Alzheimer's disease, with Western Europe, elderly, and female populations being disproportionately affected.
DOI: 10.6084/m9.figshare.30783860
title: Supplementary Material for: Sex-biased gene expression in the northern pipefish (Syngnathus fuscus), a species with male pregnancy, is widespread and linked to tissue specificity

description: Introduction: Sexual conflict is pervasive and can favor the evolution of differential gene expression patterns between males and females. The evolution of such sex-biased expression patterns is constrained by pleiotropic functions of differentially expressed genes, such as widespread expression across tissues. 
Methods: We investigated sex-biased gene expression and its relationship to tissue specificity in reproductive and somatic organs in the Northern pipefish, Syngnathus fuscus, a polygynandrous species with extreme paternal care and no evidence of sex chromosomes – conditions ripe for intra-locus sexual conflict. 
Results: We found patterns of sex-biased expression in the gonads, liver, and gills of the Northern pipefish, with the largest number of sex-biased genes identified in the gonads. In general, sex-biased genes were only more tissue-specific in the reproductive tissues (gonads), but not in either of the somatic tissues (liver or gills). Sex-biased genes with evidence of branch-specific selection were also more tissue specific. 
Discussion: We highlight the potential for different sex-specific selection pressures to be acting on each tissue type as there were widespread differences in the protein classes represented by sex-biased genes across both organs and sexes, although sex-biased genes did not experience stronger episodic selection than unbiased genes. Furthermore, our results support the hypothesis that broad expression can constrain the molecular evolution of a gene. The work presented here supports the potential for sex-biased gene expression to act as a mechanism for phenotypic differentiation between the sexes and increases our knowledge of patterns of gene expression in an unusual group of fishes.