cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/tpy-hfr-4eg
title: Nellia tenella (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w0x-gns-m1g
title: Soricomorpha Gregory, 1910

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/59g-vtk-abk
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cfv-43h-y6l
title: Cellaria salicornioides Lamouroux, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25545/jaccxl/hzqdue
title: Supplementary-TableS1-dinocysts-PanukeB90Well.tab
DOI: 10.25545/jaccxl/ckg1pe
title: CorreiaETAL-SupplementaryData.docx
DOI: 10.25545/jaccxl
title: Supplementary Data Files to accompany: Correia, V., Fensome, R.A., Dafoe, L.T., Macrae, R.A., and Williams, G.L. 2025. "The Missisauga to Logan Canyon formation transition: Early Cretaceous dinoflagellate cyst bioevents from Panuke B-90 well, Scotian Margin (offshore Atlantic Canada)."

description: These two files contain the supplementary data that accompany the publication for which the full citation and abstract are given below. Abstract: Due to the rapid evolution of dinoflagellates, their fossil cysts are reliable age markers in the Mesozoic and Cenozoic. The Scotian Margin contains a well-developed succession of Mesozoic strata that accumulated during the opening of the North Atlantic Ocean. We focus on Lower Cretaceous conventional cores 4 to 13 from the Panuke B-90 well, which yield significant dinoflagellate cyst (dinocyst) assemblages. Four intervals from the section are defined based on associated lithologies, and in each interval the palynological assemblages broadly reflect changes in paleoenvironmental setting. Dinocyst occurrences and associated key bioevents are used to refine age. In the marginal marine Interval 1, the co-occurrence of Odontochitina operculata and Tenua anaphrissa and the first occurrence (FO) of Pseudoceratium retusum indicate an early Barremian age. Above the dominantly terrestrial Interval 2, the FOs of Palaeoperidinium cretaceum and Cerbia tabulata suggest a late Barremian age for the terrestrial to marine Interval 3. Near the boundary between Interval 3 and marine Interval 4, a Cerbia tabulata acme and the FO of Aptea cf. polymorpha, as well as the last occurrence (LO) of Muderongia microperforata, confirm an early Aptian age. Accordingly, the Upper Member of the Missisauga Formation is Barremian to lower Aptian and the overlying Naskapi Member of the Logan Canyon Formation is lower Aptian; the presence of the early Aptian ammonite Deshayesites provides further age constraint. The key dinocyst bioevents from Panuke B-90 conventional cores are an important contribution to the ongoing Mesozoic event-stratigraphic framework for the Scotian Margin.
DOI: 10.15468/dl.r99gcx
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sylvilagus cunicularius"
 ]
}

 The dataset's 4 records were derived from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038057-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvvgyq
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Weberbauerella raimondiana"
 ]
}

 The dataset includes 61 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038063-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuhngf
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentianella alborosea"
 ]
}

 The dataset includes 21 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038064-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpm464
title: Occurrence Download

description: A dataset containing 18326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Cingulata"
 ]
}

 The dataset includes 18326 records from 411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038062-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e240367
title: Data for Characterizing Changes in the 1-percent Annual Exceedance Probability Streamflows for Climate Change Scenarios in the Housatonic River Watershed, Massachusetts, Connecticut, and New York

description: The U.S. Geological Survey in cooperation 
with the Federal Emergency Management Agency has conducted a study to 
evaluate potential changes to1-percent annual exceedance probability 
(AEP) streamflows. The study was conducted using the Precipitation 
Runoff Modeling System (PRMS). Climate inputs to the model of 
temperature and precipitation were scaled to anticipated changes that 
could occur in 2030, 2050, and 2100 based on global climate models. The 
output from the models were used to characterize the 1-percent AEP 
streamflows for the years 2030, 2050, and 2100 and compare the results 
to baseline conditions, 1950-2015. The data include the model input and 
output and spatial data for model referencing. Scripts for processing 
PRMS output to obtain final results are also provided.<br>
DOI: 10.3886/e240367v1
title: Data for Characterizing Changes in the 1-percent Annual Exceedance Probability Streamflows for Climate Change Scenarios in the Housatonic River Watershed, Massachusetts, Connecticut, and New York

description: The U.S. Geological Survey in cooperation 
with the Federal Emergency Management Agency has conducted a study to 
evaluate potential changes to1-percent annual exceedance probability 
(AEP) streamflows. The study was conducted using the Precipitation 
Runoff Modeling System (PRMS). Climate inputs to the model of 
temperature and precipitation were scaled to anticipated changes that 
could occur in 2030, 2050, and 2100 based on global climate models. The 
output from the models were used to characterize the 1-percent AEP 
streamflows for the years 2030, 2050, and 2100 and compare the results 
to baseline conditions, 1950-2015. The data include the model input and 
output and spatial data for model referencing. Scripts for processing 
PRMS output to obtain final results are also provided.<br>
DOI: 10.7910/dvn/df8xpo
title: Multilingual CTCA 2.0 Delivery as a Catalyst for Higher Achievement and Critical Thinking in Cloud Security

description: This a dataset on the research titled Multilingual CTCA 2.0 Delivery as a Catalyst for Higher Achievement and Critical Thinking in Cloud Security.
DOI: 10.15468/dl.jhw465
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lourtella resinosa"
 ]
}

 The dataset includes 71 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038066-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzgnk8
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cimeliidae",
 "HasCoordinate is true",
 "Continent is Europe"
 ]
}

 The dataset includes 314 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038068-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f86unj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abutilon piurense"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038070-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17625368
title: Projetos FAPESP com OC (até 2025)
DOI: 10.5281/zenodo.17625369
title: Projetos FAPESP com OC (até 2025)
DOI: 10.5281/zenodo.17625363
title: Inter-civilizational distances

description: The methodology of calculation was described in the paper attached. This dataset allows to explore normalized indicators by country (data_normalized.csv), analyze the dynamics of inter-civilizational distances (pairwise_distances_rescaled.csv). Indicators are describes in files "Cultural.csv", "Ie.csv", "Is.csv".

The list of civilizations is in "Countries_classes.csv".
DOI: 10.5281/zenodo.17625362
title: Inter-civilizational distances

description: The methodology of calculation was described in the paper attached. This dataset allows to explore normalized indicators by country (data_normalized.csv), analyze the dynamics of inter-civilizational distances (pairwise_distances_rescaled.csv). Indicators are describes in files "Cultural.csv", "Ie.csv", "Is.csv".

The list of civilizations is in "Countries_classes.csv".
DOI: 10.21227/xm8a-2e42
title: "Irrelevance Robust Visual Question Answering (IR-VQA) (v2)"

description: "Large Vision-Language Models (LVLMs) with \"multimodal distractibility,\" where plausible but irrelevant visual or textual inputs cause significant drops in reasoning consistency and lead to unreliable outputs. This paper introduces a comprehensive framework to systematically diagnose, evaluate, and mitigate this critical challenge.  We present three core components: the large-scale IR-VQA benchmark to surface these vulnerabilities across four paradigms; novel diagnostic metrics, Positive Consistency (PC) and Negative Consistency (NC), which move beyond standard accuracy to rigorously measure a model's reasoning stability; and the Relevance-Gated Multimodal Routing (RGMR) mechanism, a novel, lightweight module that proactively and dynamically filters distractions at inference time. Our experiments reveal that state-of-the-art models exhibit significant drops in consistency on IR-VQA. We demonstrate that finetuning on IR-VQA and deploying RGMR substantially improve model robustness where standard prompting fails. Our comprehensive analysis of model behaviors under different types of distractions and the underlying reasoning failures provides a clear path forward for developing more reliable multimodal systems."
DOI: 10.15468/dl.cvyums
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nototriche artemisioides"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038071-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17103060
title: PIPE/FAPESP Projects (2022-2025)
DOI: 10.5281/zenodo.17103061
title: PIPE/FAPESP Projects (2022-2025)
DOI: 10.6084/m9.figshare.30631856
title: Quantifying NH<sub>4</sub><sup>+</sup> loss during Amberlite IRC-748 resin metal-removal pre-treatment

description: The data are the concentrations of ammonium ions and metal ions before and after Amberlite IRC 748 resin treatment.
DOI: 10.6084/m9.figshare.30631856.v1
title: Quantifying NH<sub>4</sub><sup>+</sup> loss during Amberlite IRC-748 resin metal-removal pre-treatment

description: The data are the concentrations of ammonium ions and metal ions before and after Amberlite IRC 748 resin treatment.
DOI: 10.17605/osf.io/h285u
title: Silent·Cities

description: Political responses to the COVID-19 pandemic led to changes in cities' soundscapes around the globe. From March to October 2020, a consortium of 260 contributors from 35 countries built a unique soundscape recordings collection to report on local acoustic changes in urban areas. We present this collection here, along with metadata including observational descriptions of the local areas from the contributors, open-source environmental data, open-source confinement levels and calculation of acoustic descriptors. We performed a technical validation of the dataset using statistical models run on a subset of manually annotated soundscapes. We confirmed the large-scale usability of ecoacoustic indices and automatic sound event recognition on the Silent Cities project dataset. We expect the Silent Cities dataset to be useful for research in the multidisciplinary field of environmental sciences.
DOI: 10.5281/zenodo.17625376
title: In vivo activity of MobBICE
title: Mobilization data of different plasmid constructs

description: Summary of the mobilization of different plasmid constructs
DOI: 10.5281/zenodo.17625377
title: In vivo activity of MobBICE
title: Mobilization data of different plasmid constructs

description: Summary of the mobilization of different plasmid constructs
DOI: 10.5281/zenodo.17625344
title: Dataset of Edge-enabled quantum-safe real-time vaccine supply chain optimization: A decentralized framework for autonomous decision making
DOI: 10.5281/zenodo.17625343
title: Dataset of Edge-enabled quantum-safe real-time vaccine supply chain optimization: A decentralized framework for autonomous decision making
DOI: 10.15468/dl.6zc8u8
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nototriche staffordiae"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038072-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3p95qk
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palaua inconspicua"
 ]
}

 The dataset includes 43 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038073-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjr7gj
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetrasida chachapoyensis"
 ]
}

 The dataset includes 73 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038074-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grg8qb
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetrasida serrulata"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038076-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsj4ps
title: Occurrence Download

description: A dataset containing 1676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lasiurus cinereus",
 "Year 1970-2020"
 ]
}

 The dataset includes 1676 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038075-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htrsse
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eugenia quebradensis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038077-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.graqze
title: Occurrence Download

description: A dataset containing 10384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is CAN.1.2.12_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta",
 "Year 1000-2024"
 ]
}

 The dataset includes 10384 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038078-251025141854904/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/13758625
title: Indonesian Hoax News Dataset
DOI: 10.5281/zenodo.17620610
title: MitoEM 2.0: A Benchmark for Challenging 3D Mitochondria Instance Segmentation from EM Images

description: MitoEM 2.0 is a curated collection of eight high-difficulty 3D mitochondria instance segmentation datasets acquired using multiple volume electron microscopy (vEM) modalities, including FIB-SEM, ssSEM, and SBF-SEM. The benchmark targets biologically complex scenarios such as dense mitochondrial packing, hyperfused networks, thin-necked morphologies, and ultrastructurally ambiguous boundaries. All datasets include native-resolution volumes, expert-verified instance labels, standardized nnU-Net–compatible file structures, machine-readable descriptors (dataset.json, splits.json), and unified metadata (metadata.csv). Difficulty quantification is provided via the Dilation Collision Index (DCI) and Erosion Fragility Index (EFI). This release supports reproducible benchmarking, model development, and reuse across bioimage analysis, algorithm evaluation, and teaching.
DOI: 10.5281/zenodo.17622683
title: (Deep Learning Data/Models/Results) MIDAS—Rapid, Multiplexed Molecular Profiling for Integrated Host–Pathogen Analysis of Sepsis
DOI: 10.5281/zenodo.17622682
title: (Deep Learning Data/Models/Results) MIDAS—Rapid, Multiplexed Molecular Profiling for Integrated Host–Pathogen Analysis of Sepsis
DOI: 10.15468/dl.s4aa63
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrcianthes discolor"
 ]
}

 The dataset includes 170 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038079-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjnxa7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrcianthes ferreyrae"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038080-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17624832
title: Data (Sola-Sevilla et al., 2025, BBI)
DOI: 10.5281/zenodo.17624831
title: Data (Sola-Sevilla et al., 2025, BBI)
DOI: 10.15468/dl.tswmn9
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocarpus sprucei"
 ]
}

 The dataset includes 223 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038081-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sw22yv
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Malaysia, Indonesia, India)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tupaia tana"
 ]
}

 The dataset includes 175 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038082-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5kyrh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Huthia longiflora"
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038083-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tm7x43
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (RUS.38_1, RUS.14_1)",
 "Month is one of (November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Circus cyaneus"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038084-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbvecq
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laccopetalum giganteum"
 ]
}

 The dataset includes 91 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038085-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17625406
title: Effect of Linoleic Acid and Dinoprost on the mobilization of pSUmobICE

description: Effect of Linoleic Acid and Dinoprost on the mobilization of pSUmobICE
DOI: 10.5281/zenodo.17625405
title: Effect of Linoleic Acid and Dinoprost on the mobilization of pSUmobICE

description: Effect of Linoleic Acid and Dinoprost on the mobilization of pSUmobICE
DOI: 10.15468/dl.ar4p5z
title: Occurrence Download

description: A dataset containing 53818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limacodidae",
 "HasCoordinate is true",
 "Continent is Europe"
 ]
}

 The dataset includes 53818 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038067-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9nxax
title: Occurrence Download

description: A dataset containing 124761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sesiidae",
 "HasCoordinate is true",
 "Continent is Europe"
 ]
}

 The dataset includes 124761 records from 633 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038069-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.