cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7crnn7
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Terminalia franchetii"
 ]
}

 The dataset includes 214 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004977-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwdvuf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 2cd829bb-b713-433d-99cf-64bef11e5b3e",
 "TaxonKey is Kohleria villosa"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004974-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjsr8d
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica macrocarpa"
 ]
}

 The dataset includes 113 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004981-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bhp57
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hexanchiformes",
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004979-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvk2qz
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Bolivia (Plurinational State of), Peru)",
 "DatasetKey is one of (ENGIE | Fauna's Surveillance Program - Santo Agostinho Wind Farm, Rio Grande do Norte - Brazil, Xeno-canto - Bird sounds from around the world, Field Museum of Natural History (Zoology) Bird Collection, LSUMZ Birds Collection, ENGIE | Fauna's Surveillance Program – Assú Sol Photovoltaic Complex, Rio Grande do Norte - Brazil, PPBio - UFMT | Composição aves do Cerrado)",
 "OccurrenceStatus is Present",
 "TaxonKey is Sublegatus modestus"
 ]
}

 The dataset includes 228 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004976-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14571715
title: GDPR Privacy Sensitivity Survey Dataset
DOI: 10.15468/dl.bfsr6b
title: Occurrence Download

description: A dataset containing 13245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen, Occurrence evidence)",
 "Geometry MULTIPOLYGON(((-4.737 36.64447,-4.7364 36.64464,-4.5922 36.69155,-4.58933 36.69283,-4.58462 36.69554,-4.58507 36.70413,-4.58556 36.706,-4.58601 36.70775,-4.58743 36.71135,-4.58881 36.71312,-4.5911 36.71309,-4.79366 36.65986,-4.80478 36.65574,-4.80608 36.65388,-4.80787 36.65023,-4.80866 36.6466,-4.80815 36.64482,-4.737 36.64447)),((-4.86423 36.52654,-4.76012 36.53959,-4.73394 36.54376,-4.58392 36.58241,-4.57946 36.58755,-4.70877 36.62417,-4.77997 36.61009,-4.80806 36.60064,-4.81025 36.59985,-4.81467 36.59686,-4.84675 36.56938,-4.84894 36.56556,-4.84984 36.56376,-4.86423 36.52654)),((-5.18805 36.44204,-5.04539 36.46928,-5.03692 36.47305,-5.03079 36.47677,-4.85046 36.63211,-4.84437 36.75075,-4.84442 36.75093,-4.84488 36.75258,-4.84935 36.76809,-5.05357 36.64447,-5.05845 36.64146,-5.17144 36.56667,-5.17361 36.56517,-5.18195 36.55885,-5.22625 36.50476,-5.23058 36.49927,-5.23187 36.49741,-5.2346 36.49217,-5.24725 36.46419,-5.24737 36.46132,-5.24546 36.45552,-5.23093 36.44833,-5.18805 36.44204)),((-4.79749 36.76667,-4.78928 36.76922,-4.78278 36.77267,-4.78107 36.77454,-4.73079 36.84337,-4.73282 36.8528,-4.74483 36.86599,-4.74715 36.86741,-4.76525 36.87039,-4.76748 36.87073,-4.77864 36.86694,-4.80053 36.85899,-4.80726 36.85635,-4.82871 36.83001,-4.82866 36.82811,-4.82598 36.8142,-4.81119 36.77441,-4.81026 36.77226,-4.80935 36.77049,-4.79979 36.76701,-4.79749 36.76667)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 13245 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004978-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pb898g
title: Occurrence Download

description: A dataset containing 68682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepidosperma tenue, Lepidosperma pubisquameum, Lepidosperma tuberculatum, Lepidosperma carphoides, Ptychosperma macarthurii, Patersonia occidentalis, Patersonia juncea, Diplarrena latifolia, Campynema lineare, Calectasia pignattiana, Hanguana malayana, Haemodorum simplex, Haemodorum discolor, Conostylis petrophiloides, Conostylis argentea, Arthropodium curvipes, Dichopogon capillipes, Laxmannia omnifertilis, Laxmannia squarrosa, Laxmannia paleacea, Lomandra caespitosa, Lomandra mucronata, Lomandra effusa, Sowerbaea laxiflora, Chamaexeros fimbriata, Chamaexeros serra, Chamaescilla spiralis, Tricoryne elatior, Xanthorrhoea drummondii, Xanthorrhoea nana, Stypandra glauca, Calochilus stramenicola, Pyrorchis nigricans, Zeuxine oblonga, Dienia ophrydis, Caladenia saccharata, Thelymitra campanulata, Spathoglottis paulinae, Arthrochilus byrnesii, Caleana nigrita, Habenaria hymenophylla, Caladenia gemmata, Nervilia plicata, Nervilia peltata, Nervilia concolor, Nervilia simplex, Nervilia holochila, Caladenia brunonis, Caladenia hirta, Caladenia integra)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 68682 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004846-260120142942310/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.31126753
title: <b>Diversity, dispersal syndromes and origin of ruderal plants </b><b>in an urban area at Central-West Brazil</b>

description: <b>Table S1 – </b><b>Species of ruderal flora at Campo Grande city, state of Mato Grosso do Sul, Brazil.</b><b>Table S2 – </b><b>Several ruderal flora surveys in Brazil.</b>
DOI: 10.6084/m9.figshare.31126753.v1
title: <b>Diversity, dispersal syndromes and origin of ruderal plants </b><b>in an urban area at Central-West Brazil</b>

description: <b>Table S1 – </b><b>Species of ruderal flora at Campo Grande city, state of Mato Grosso do Sul, Brazil.</b><b>Table S2 – </b><b>Several ruderal flora surveys in Brazil.</b>
DOI: 10.5281/zenodo.18340111
title: Dataset for "No evidence of trans-generational immune priming (TGIP) in an insect with extended parental care"

description: The data is composed of two csv files DATA_onlyTGIP.csv and SURVIE_JUVadults_TGIP_final.csv containing respectively the data one the production of offsprings from Forficula auricularia mothers and the results of the survival essay on these adults offsprings.

Code_stats_TGIP.R  contain the R script analysing the data.

 

DATA_onlyTGIP.csv contain 16 columns :

ID_mother : Identification of the individual

Treatment_date : The date of the treatment in format dd_"3 firsts letters of the month"

Treatment : The nature of the treatment

Date_ovi : Date of oviposition

Calendar_ovi : Number of days between isolation and oviposition

Ovibin : Binomial information if the individual did oviposite (1) or not (0)

Nb_eggs : Number of eggs produced by the individual

Date_eclosion : Date of eclosion of the clutch

dvpt_time : Developmental time of the eggs

Eclobin : Binomial information if the eggs did eclsoe(1) or not (0)

Nb_nymphs : Number of nymphs produced

Date_firstadult : Date of the first adult seen

Nb_youngs_adultsM : Number of males adults offsprings

Nb_youngs_adultsF : Number of females adults offsprings

Adultbin : Binomial information if the individual did prduced adults (1) or not (0)

 

SURVIE_JUVadults_TGIP_final.csv contain 12 columns :

ID : Identification of the individual

ID_mother : Identification of the mother of the individual

Mother_date_tt : Date of the mother's treatment

Mother_Treatment : Nature of the treatment of the mother

Sexe : Sexe of the individual

Date_adult : Date when the individual became adult

Type_injection : Nature of the injection of the individual

Date_injection : Date of the injection of the individual

Date_death : Date of the death of the individual (12/12/2025 meaning the individual did not died during the experiment time)

Duree : Time between inejction and death of the individual

Timing.15 : Time between inejction and death of the individual with a ceiling at 15 days

Status.15 : Status of the individual after 15 days : 1 meaning dead and 0 alive
DOI: 10.5281/zenodo.18340112
title: Dataset for "No evidence of trans-generational immune priming (TGIP) in an insect with extended parental care"

description: The data is composed of two csv files DATA_onlyTGIP.csv and SURVIE_JUVadults_TGIP_final.csv containing respectively the data one the production of offsprings from Forficula auricularia mothers and the results of the survival essay on these adults offsprings.

Code_stats_TGIP.R  contain the R script analysing the data.

 

DATA_onlyTGIP.csv contain 16 columns :

ID_mother : Identification of the individual

Treatment_date : The date of the treatment in format dd_"3 firsts letters of the month"

Treatment : The nature of the treatment

Date_ovi : Date of oviposition

Calendar_ovi : Number of days between isolation and oviposition

Ovibin : Binomial information if the individual did oviposite (1) or not (0)

Nb_eggs : Number of eggs produced by the individual

Date_eclosion : Date of eclosion of the clutch

dvpt_time : Developmental time of the eggs

Eclobin : Binomial information if the eggs did eclsoe(1) or not (0)

Nb_nymphs : Number of nymphs produced

Date_firstadult : Date of the first adult seen

Nb_youngs_adultsM : Number of males adults offsprings

Nb_youngs_adultsF : Number of females adults offsprings

Adultbin : Binomial information if the individual did prduced adults (1) or not (0)

 

SURVIE_JUVadults_TGIP_final.csv contain 12 columns :

ID : Identification of the individual

ID_mother : Identification of the mother of the individual

Mother_date_tt : Date of the mother's treatment

Mother_Treatment : Nature of the treatment of the mother

Sexe : Sexe of the individual

Date_adult : Date when the individual became adult

Type_injection : Nature of the injection of the individual

Date_injection : Date of the injection of the individual

Date_death : Date of the death of the individual (12/12/2025 meaning the individual did not died during the experiment time)

Duree : Time between inejction and death of the individual

Timing.15 : Time between inejction and death of the individual with a ceiling at 15 days

Status.15 : Status of the individual after 15 days : 1 meaning dead and 0 alive
DOI: 10.5281/zenodo.17807558
title: Conjunto de Notas de Conversação relativos à Murtosa [2024]

description: Conjunto de notas de conversação em Murtosa. Registos efetuados entre 2024-10-14 e 2024-12-12 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em [https://arquitecturaaqui.eu/es/documentacion/notas-de-observacion-o-conversacion/@fields[name,alternateName]/Murtosa]. Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em dezembro de 2025.
DOI: 10.5281/zenodo.17807559
title: Conjunto de Notas de Conversação relativos à Murtosa [2024]

description: Conjunto de notas de conversação em Murtosa. Registos efetuados entre 2024-10-14 e 2024-12-12 no âmbito do projeto de investigação ReARQ.IB – Built Environment Knowledge for Resilient, Sustainable Communities: Understanding Everyday Modern Architecture and Urban Design in the Iberian Peninsula (1939-1985) (ERC GA949686) e publicado online em [https://arquitecturaaqui.eu/es/documentacion/notas-de-observacion-o-conversacion/@fields[name,alternateName]/Murtosa]. Dados exportados da plataforma Arquitectura Aqui (https://arquitecturaaqui.eu), repositório do referido projeto, em dezembro de 2025.
DOI: 10.6084/m9.figshare.31126792
title: Development and validation of a predictive model for high-risk immune-related adverse events in gastric cancer patients treated with ICIs

description: Immune checkpoint inhibitors (ICIs) may cause immune-related adverse events (irAEs), ranging from mild to life-threatening. High-risk irAEs can lead to treatment discontinuation and higher mortality, though ICI-treated patients’ death rate is under 5%. Currently, no reliable biomarkers predict irAEs’ occurrence or severity. This study investigates the link between accessible biomarkers and high-risk irAEs in gastric cancer patients on ICIs, as well as to develop and assess a predictive model for such events. Data were collected from patients with gastric cancer who received ICIs therapy between May 2020 and March 2025. The incidence and risk factors associated with irAEs were analyzed using the chi-square test or the Mann–Whitney U test. Univariate and multivariate logistic regression analyses were conducted to develop a predictive model. This model was validated through 10-fold cross-validation and assessed using the area under the receiver operating characteristic curve (AUC), sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV), calibration curves, and decision curve analysis. A total of 184 gastric cancer patients receiving ICIs therapy were enrolled in this study. The incidence of irAEs of any grade was 21.2%, while the incidence of grade ≥3 irAEs was 12.5%. Multivariate logistic regression analysis identified NLR-1 (<i>p</i> &lt; .001), NLR2-1 (<i>p</i> &lt; .001), PLR-1 (<i>p</i> = .001), tumor thickness (<i>p</i> = .018), CV (<i>p</i> = .001), and intratumoral necrosis (p = .028) as independent predictors of grade ≥3 irAEs. The AUC of the developed model was 0.878, with a sensitivity of 78.26%, specificity of 80.12%, PPV of approximately 80.95%, and NPV of approximately 75.52%. The corrected C-index, derived from bootstrap resampling, was 0.849, and both calibration curves and decision curve analysis confirmed good calibration and clinical utility. These predictors may aid risk stratification and optimized patient management.
DOI: 10.6084/m9.figshare.31126792.v1
title: Development and validation of a predictive model for high-risk immune-related adverse events in gastric cancer patients treated with ICIs

description: Immune checkpoint inhibitors (ICIs) may cause immune-related adverse events (irAEs), ranging from mild to life-threatening. High-risk irAEs can lead to treatment discontinuation and higher mortality, though ICI-treated patients’ death rate is under 5%. Currently, no reliable biomarkers predict irAEs’ occurrence or severity. This study investigates the link between accessible biomarkers and high-risk irAEs in gastric cancer patients on ICIs, as well as to develop and assess a predictive model for such events. Data were collected from patients with gastric cancer who received ICIs therapy between May 2020 and March 2025. The incidence and risk factors associated with irAEs were analyzed using the chi-square test or the Mann–Whitney U test. Univariate and multivariate logistic regression analyses were conducted to develop a predictive model. This model was validated through 10-fold cross-validation and assessed using the area under the receiver operating characteristic curve (AUC), sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV), calibration curves, and decision curve analysis. A total of 184 gastric cancer patients receiving ICIs therapy were enrolled in this study. The incidence of irAEs of any grade was 21.2%, while the incidence of grade ≥3 irAEs was 12.5%. Multivariate logistic regression analysis identified NLR-1 (<i>p</i> &lt; .001), NLR2-1 (<i>p</i> &lt; .001), PLR-1 (<i>p</i> = .001), tumor thickness (<i>p</i> = .018), CV (<i>p</i> = .001), and intratumoral necrosis (p = .028) as independent predictors of grade ≥3 irAEs. The AUC of the developed model was 0.878, with a sensitivity of 78.26%, specificity of 80.12%, PPV of approximately 80.95%, and NPV of approximately 75.52%. The corrected C-index, derived from bootstrap resampling, was 0.849, and both calibration curves and decision curve analysis confirmed good calibration and clinical utility. These predictors may aid risk stratification and optimized patient management.
DOI: 10.15468/dl.xsthdz
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-49.56908 15.47368,62.83224 15.47368,62.83224 60.47368,-49.56908 60.47368,-49.56908 15.47368))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eichhornia crassipes"
 ]
}

 The dataset includes 580 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004983-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dpr5a
title: Occurrence Download

description: A dataset containing 13055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.5 47.562,-88.157 47.562,-88.157 48.46,-89.5 48.46,-89.5 47.562))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Lepidoptera, Hymenoptera, Diptera, Coleoptera)"
 ]
}

 The dataset includes 13055 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004985-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxnsmh
title: Occurrence Download

description: A dataset containing 795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.5 47.562,-88.157 47.562,-88.157 48.46,-89.5 48.46,-89.5 47.562))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 795 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004987-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwmj5d
title: Occurrence Download

description: A dataset containing 55341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cyperus eragrostis"
 ]
}

 The dataset includes 55341 records from 950 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049279-250811113504898/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.29215766
title: Single cell evaluation datasets

description: Evaluation datasets for biological experiments
DOI: 10.6084/m9.figshare.29215766.v1
title: Single cell evaluation datasets

description: Evaluation datasets for biological experiments
DOI: 10.5281/zenodo.15578924
title: ФОРМИРОВАНИЕ ЦИФРОВОЙ КОМПЕТЕНТНОСТИ БУДУЩИХ УЧИТЕЛЕЙ РУССКОГО ЯЗЫКА
DOI: 10.5281/zenodo.15578925
title: ФОРМИРОВАНИЕ ЦИФРОВОЙ КОМПЕТЕНТНОСТИ БУДУЩИХ УЧИТЕЛЕЙ РУССКОГО ЯЗЫКА
DOI: 10.15468/dl.ah7htf
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 (Falco deiroleucus Temminck, 1825)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015906-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bbpyaw
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anoplophora glabripennis (Motschulsky, 1854)",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 63 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009576-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btfh6v
title: Occurrence Download

description: A dataset containing 2594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vespertilionidae"
 ]
}

 The dataset includes 2594 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009710-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15473221
title: festuca_petraea_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15473222
title: festuca_petraea_zanfona_1.fasta.gz
DOI: 10.5285/bc1d9057-64b3-4b82-8db7-c5984d967659
title: Plaque reduction neutralisation test results for common guillemot (Uria aalge) blood samples tested against twelve strains of a tick-borne virus, Great Island virus

description: This dataset contains plaque reduction neutralisation test (PRNT) results for common guillemot (Uria aalge) blood samples tested against twelve strains of a tick-borne virus, Great Island virus. 144 individual pre-breeding and breeding guillemots were captured between 1993 and 1995 on the Isle of May, Scotland and blood samples collected on filter paper. Plaque reduction neutralisation tests (PRNT) were then performed on these blood samples to detect virus strain-specific neutralising antibodies. Part of this dataset is presented in the peer-reviewed article Nunn et al. (2006) Parasitology 132: 233-40. This work was part of a NERC-funded PhD project looking at interactions between avian colonial social structure and tick-borne pathogen dynamics.
description: This data was collected by AMN and KMW, who used slightly different methods. These small differences are indicated in the supporting documentation. Numbers of plaque forming units (KMW) or numbers of plaque forming units per ml (AMN) are presented.