cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.987447
title: Oceanographic conditions during Manta trawls in the South Atlantic Ocean with Bark Europa in autumn 2023

description: Surface ocean microplastic samples were collected in the South Atlantic and analysed. Trawls were conducted onboard the Bark Europa, a traditional three-masted, square-rigged Barque while under sail. The data was collected in autumn 2023 over 10 trawl locations from Cape Town (South Africa) to Montevideo (Uruguay). Surface water samples were collected using a Manta trawl (mouth area: 40.5 cm², mesh size: 500 µm; cod end: 333 µm), towed three consecutive times for ~30 minutes at each station. Environmental conditions such as sea state, wind speed, and wind direction were recorded. Three samples were collected at each site, except for one location where only one trawl was conducted due to environmental conditions. This dataset describes these environmental conditions. The trawls were monitored and adjusted to ensure smooth sampling outside the vessel's wake zone. Microplastic samples collected during the study were processed using a series of stacked sieves (5 mm, 1mm, 0.3mm) and rinsed with filtered fresh water. Particles with largest dimension over 1 mm were visually identified (removed if not polymer), and everything smaller was collected. Samples were then chemically purified and investigated via stereoscopy , followed by ATR-FTIR spectroscopy in the laboratory to identify the polymer types of the microplastics. Cross-contamination was minimized through procedural blanks, samples of potential contamination and careful equipment handling. The microplastic particles collected were also categorized by shape (film, foam, fragment, line, microfiber, microbead, industrial pellet) and colour.
DOI: 10.1594/pangaea.903618
title: South American Andes elevation changes from 2000 to 2018, links to GeoTIFFs

description: Glaciers in the Andes are among the fastest shrinking and largest contributors to sea level rise in the world. They also represent crucial water resources in many tropical and semi-arid portions of this extensive mountain range. Yet, the magnitude of the recent ice loss over the entire Andes cordillera is still debated. Here we present Andean glacier mass changes (from 10°N to 56°S) between 2000 and 2018 using time series of digital elevation models derived from ASTER stereo images. The total mass change is -22.9 ± 5.9 Gt yr-1 (-0.72 ± 0.22 m w.e. yr-1), with the most negative mass balances in the Patagonic Andes (-0.78 ± 0.25 m w.e. yr-1) and the Tropical Andes (-0.42 ± 0.24 m w.e. yr-1), and relatively moderate losses (-0.28 ± 0.18 m w.e. yr-1) in the Dry Andes. Sub-period analysis (2000-2009 vs. 2009-2018) reveals steady mass loss in the Tropics and south of 45°S. Conversely, a shift from slightly positive to strongly negative mass balance is measured between 26° and 45°S. In this latter region, the rapid glacier loss in recent years coincides with extremely dry conditions since 2010 and partially helped to mitigate the negative hydrological impacts of this severe drought. These results provide a comprehensive, high resolution and multi-decadal dataset of recent Andes-wide glacier mass changes that constitutes a relevant basis for calibration and validation of hydrological and glaciological models intended to project future glacier changes and their hydrological impacts.
description: Supplement to: Dussaillant, Ines; Berthier, Etienne; Brun, Fanny; Masiokas, Mariano; Hugonnet, Romain; Favier, Vincent; Rabatel, Antoine; Pitte, Pierre; Ruiz, Lucas (2019): Two decades of glacier mass loss along the Andes. Nature Geoscience, 12(10), 802-808
DOI: 10.1594/pangaea.911939
title: Stable isotope analysis of marine plankton during Maria S. Merian cruise MSM49

description: Data represent isotopic values of plankton community of the eastern tropical Atlantic. Main focus was given to the trophic position of gelatinous zooplankton within the oceanic food web. Sampling was conducted during November and December 2015 on board R/V “MARIA S. MERIAN” (cruise MSM49) at 8 stations in Cape Verdean waters in the ETA, including a shallow seamount (Senghor Seamount, 100-3300 m) and its northwestern and southeastern slopes, a cyclonic eddy, and four oceanic stations. Net sampling was conducted using two types of multiple opening/closing nets and environmental sampling systems (MOCNESS), one with 1 m2 ( three nets, mesh size: 2 mm; and six nets, mesh size: 335 µm) and one with 10 m2 opening (five nets, mesh size: 1.5 mm), towed at a speed of 2 kn. Sampling depth intervals were targeted at 0-50, 50-100, 100-200, 200-400, 400-600, and 600-1000 m. Samples from replicate tows at the same depth and station were pooled for analyses.
DOI: 10.1594/pangaea.984106
title: Diversity of benthic foraminifera for the Marine Isotope Stage (MIS) 19 to MIS 28 interval of IODP Site 339-U1387, Gulf of Cadiz
DOI: 10.15468/dl.uh7dpx
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Brachiaria marlothii"
 ]
}

 The dataset includes 137 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009978-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.984109
title: Sand fraction and total organic carbon data and total alkenone concentrations for the Marine Isotope Stage (MIS) 19 to MIS 28 interval of IODP Site 339-U1387, Gulf of Cadiz
DOI: 10.1594/pangaea.984110
title: Major element analysis (Zr/Al) for the Marine Isotope Stage (MIS) 19 to MIS 28 interval of IODP Site 339-U1387, Gulf of Cadiz
DOI: 10.1594/pangaea.986656
title: Danish Meteorological Institute Qaanaaq Winter Observatory, Automatic Weather Station measuring temperatures, radiation, and winds (2015-2023)

description: The Danish Meteorological Institute (DMI) Qaanaaq Winter Observatory (QWO) data set consists of Automatic Weather Station (AWS) measurements from stations located on sea ice off shore at Qaanaaq in Nortwestern Greenland. The data consists of 10 years of winter observations from 3 different AWS'. The stations have measured surface temperature, air temperature, longwave radiation, shortwave radiation, wind speed, relative humidity, and snow depth from sea ice. The data is a fiducial reference measurements dataset and is part of the ArcticPASSION programme. The station ID in the filename (DMI-QWO1, DMI-QWO2, DMI-QWO3) corresponds to the station/datalogger used for observations in that file. DMI-QWO1 is a CR1000, DMI-QWO2 a CR1000x, and DMI-QWO3 is a mini CR1000x mainly measuring a few temperatures. All these instruments are Campbell Scientific products.
DOI: 10.1594/pangaea.988461
title: Aircraft measurements of broadband irradiances onboard Polar 5 during the COMPEX-EC campaign in spring 2025

description: During the COMPEX-EC campaign performed in April 2025, broadband solar and thermal-infrared irradiances in the Norwegian Sea were measured by a pair of CMP22 (0.2-3.6 µm) and CGR4 (4.5-42 µm) radiometers (Kipp&Zonen), respectively, onboard Polar 5. The data set contains time series of both upward and downward solar and thermal-infrared irradiances obtained during in total 7 research flights. All irradiances were corrected for instrument inertia (Ehrlich and Wendisch, 2015), the solar downward irradiance additionally for the aircraft attitude (Bannehr and Schwiesow, 1993). Since the latter correction is only valid for cloud-free conditions dominated by direct illumination, both a corrected and an uncorrected version are given. A rough cloud flag is included in the data set to distinguish between situations dominated by direct and diffuse illumination. To avoid too large uncertainties, the attitude flag can be used to filter situations with aircraft attitude angles (roll, pitch) exceeding 5°. The data set further contains the solar downward irradiance simulated for cloud-free conditions and the upward brightness temperature measured by the KT-19 infrared thermometer (HEITRONICS, 9.6-11.5 µm).
DOI: 10.6084/m9.figshare.31321012
title: "Verified Learning for Compiler Optimization: An LLM-Guided Architecture with Formal Control" Data

description: This paper and its results demonstrate, through Large Language Model powered compiler optimization, that generative AI components can be safely integrated into compiler pipelines through deterministic validation and structured feedback, offering a scalable architectural pattern for trustworthy AI-driven software infrastructure.
DOI: 10.6084/m9.figshare.31321012.v1
title: "Verified Learning for Compiler Optimization: An LLM-Guided Architecture with Formal Control" Data

description: This paper and its results demonstrate, through Large Language Model powered compiler optimization, that generative AI components can be safely integrated into compiler pipelines through deterministic validation and structured feedback, offering a scalable architectural pattern for trustworthy AI-driven software infrastructure.
DOI: 10.15468/dl.zsq84d
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leporella fimbriata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 453 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009979-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyq4wd
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paepalanthus fasciculoides",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 60 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009980-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18615860
title: Anonymised dataset for double-anonymized peer review: Youth labour-market indicators (Poland and India)
DOI: 10.5281/zenodo.18615861
title: Anonymised dataset for double-anonymized peer review: Youth labour-market indicators (Poland and India)
DOI: 10.6084/m9.figshare.29464346
title: SF7 ChromHMM ZmRootTipStates

description: Zipped files of ChromHMM states. Zipped output files for two series, one WITH RT (DNA Replication Timing inputs from Repli-seq 2017 Wear et al. Plant Cell), one WITHOUT RT. The 8 other inputs included in both series are from HS Akram et al,. (2025).Zipped files have the ChromHMM outputs for state-numbers 3, 4, 5, 6, 7, 8, 9, 10, and 12. The 6-state outputs include additional intersection analysis files, as described in the manuscript.Zipped & uploaded July 2, 2025, HWB.
DOI: 10.6084/m9.figshare.29464346.v1
title: SF7 ChromHMM ZmRootTipStates

description: Zipped files of ChromHMM states. Zipped output files for two series, one WITH RT (DNA Replication Timing inputs from Repli-seq 2017 Wear et al. Plant Cell), one WITHOUT RT. The 8 other inputs included in both series are from HS Akram et al,. (2025).Zipped files have the ChromHMM outputs for state-numbers 3, 4, 5, 6, 7, 8, 9, 10, and 12. The 6-state outputs include additional intersection analysis files, as described in the manuscript.Zipped & uploaded July 2, 2025, HWB.
DOI: 10.5281/zenodo.17136559
title: Global occurrence of Microcystis spp. (GBIF - coordinates only, all observations)

description: Occurrence data from GBIF for Microcystis genus. Only datapoints with coordinate data were retained. All observations as of September 16, 2025.

rgbif command:

occ_data(genusKey         = 3217749,                hasCoordinate = TRUE,                limit                 = 50000)
DOI: 10.5281/zenodo.17136558
title: Global occurrence of Microcystis spp. (GBIF - coordinates only, all observations)

description: Occurrence data from GBIF for Microcystis genus. Only datapoints with coordinate data were retained. All observations as of September 16, 2025.

rgbif command:

occ_data(genusKey         = 3217749,                hasCoordinate = TRUE,                limit                 = 50000)
DOI: 10.15468/dl.vmqae8
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Imparfinis longicaudus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 35 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009981-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rntn7r
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parapiqueria cavalcantei",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 49 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009982-260208012135463/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.31321018
title: Ejemplares de herbario de plantas de los pastizales queretanos

description: Esta base de datos incluye todas las especies de plantas encontradas en los pastizales de Querétaro y acompaña al artículo Martorell et al. 2026. Biodiversidad taxonómica y ecosistémica de los pastizales y sabanas templados de Querétaro, México, para ser publicado en Botanical Sciences.
DOI: 10.6084/m9.figshare.31321018.v1
title: Ejemplares de herbario de plantas de los pastizales queretanos

description: Esta base de datos incluye todas las especies de plantas encontradas en los pastizales de Querétaro y acompaña al artículo Martorell et al. 2026. Biodiversidad taxonómica y ecosistémica de los pastizales y sabanas templados de Querétaro, México, para ser publicado en Botanical Sciences.
DOI: 10.15468/dl.rgk2uj
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptoceras menziesii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 595 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009983-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7ghut
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Brachiaria psammophila"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009984-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/5bqz-d043
title: Metabolite name to SMILES string database

description: This dataset is a curated compilation of metabolite identifiers and structural descriptors generated as part of the Fast Metabolic Network Models project within the AEB FSP. Chemical structure information was retrieved from PubChem. BiGG Models identifiers are redistributed under the BiGG academic licence (copyright © 2019 The Regents of the University of California). ModelSEED identifiers originate from the ModelSEED database. CSIRO holds copyright over the compilation and structure of this dataset.
DOI: 10.15468/dl.km89s9
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptorhamdia schultzi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009985-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9ytd5
title: Occurrence Download

description: A dataset containing 172576 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is c4cbb860-e9c7-11da-8113-b8a03c50a862",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 172576 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009969-260208012135463/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/14812711
title: SOLANA Price Data Binance API (2020–Now)
DOI: 10.5061/dryad.msbcc2gc7
title: Oxidation and allocation of nectar amino acids during butterfly flight

description: Flying animals face extreme energetic demands, relying mainly on
 carbohydrates and lipids, with occasional contributions from proteins and
 amino acids. In nectar-feeding species such as butterflies and
 hummingbirds, sugars are the primary fuel, yet the extent to which
 nectar-derived amino acids support flight versus other functions remains
 unclear. Using 13C-labelled nectar, we tracked the metabolic fate of
 sugars and amino acids during flight in Pieris rapae butterflies. We found
 that proline and glycine, two abundant nectar amino acids, were oxidized
 alongside sugars. We also compared females subjected to low- versus
 high-intensity flight. High flight intensity females incorporated less
 glycine into tissues, implying greater diversion toward energy use during
 flight. In contrast, they deposited more threonine – an essential amino
 acid – into their abdomens, prioritizing reproduction and storage. These
 findings reveal the role of nectar-derived nutrients in supporting
 locomotion and reproduction, while showing how nectar use can modulate
 trade-offs between flight and fecundity.
description: # Oxidation and allocation of nectar amino acids during butterfly flight
 Data for Tigreros et al. (2026). Article DOI:
 [https://doi.org/10.1242/jeb.251674](https://doi.org/10.1242/jeb.251674)
 ## Description of data This repository contains data from two experiments
 examining the use and allocation of nectar-derived carbon to flight and
 reproduction in the cabbage white butterfly (Pieris rapae), using stable
 carbon isotope techniques. ### Data files **breathFlight.csv** —
 Experiment 1: Carbon isotope composition of CO2 exhaled during flight.
 Variables: * ID: Butterfly identifier * Nectar: Adult nectar treatment *
 CO2: CO2 production during flight * Delta: δ13C (‰) of exhaled CO2 Used to
 test whether nectar-derived carbon fuels flight. **Delta_flight2025.csv**
 — Experiment 2: Carbon isotope composition of butterfly tissues following
 nectar and flight treatments. Variables: * Block: Experimental block * ID:
 Butterfly identifier * Nectar: Adult nectar treatment * Flight: Flight
 treatment * BodyPart: Tissue sampled * Delta: δ13C (‰) * C13/C12: 13C/12C
 ratio * atom%: Atom percent 13C Used to quantify the allocation of
 nectar-derived nutrients to flight and reproductive tissues. **Species:**
 Cabbage white butterfly (Pieris rapae Linnaeus, 1758) **File format:**
 Comma-separated values (.csv)
DOI: 10.6084/m9.figshare.29440364
title: SF5 HiC_InsulationScores_VariousResolutions

description: HiC insulation scores high-resolution files
DOI: 10.6084/m9.figshare.29440364.v1
title: SF5 HiC_InsulationScores_VariousResolutions

description: HiC insulation scores high-resolution files
DOI: 10.6084/m9.figshare.31321047.v1
title: Exosomes derived from AHR-overexpressing human umbilical cord mesenchymal stem cells attenuate H/R injury via AHR/NLRP3 pathway

description: Myocardial hypoxia-reoxygenation (H/R) injury is a frequently observed pathological event in various cardiovascular conditions. Despite the therapeutic promise of human umbilical cord mesenchymal stem cells (hUC-MSCs) in alleviating myocardial damage, their clinical use faces obstacles such as limited implantation efficiency, poor retention, and reduced post-transplantation viability. Exosomes secreted by hUC-MSCs have emerged as a viable alternative, potentially addressing these challenges. Nonetheless, the underlying mechanisms through which these exosomes confer cardioprotection have yet to be fully elucidated. This study aims to explore the protective effect of hUC-MSCs exosomes on myocardial H/R injury via the aryl hydrocarbon receptor (AHR)/NOD-like receptor family pyrin domain containing 3 (NLRP3) pathway and to assess their impact on immune cell phenotype conversion. hUC-MSCs exosomes significantly upregulated AHR expression, inhibited NLRP3-related inflammatory protein expression, enhanced myocardial cell survival, and reduced apoptosis. The protective effect of hUC-MSCs exosomes was abolished following AHR knockdown. Additionally, exosomes from AHR-overexpressing hUC-MSCs promoted the conversion of macrophages, dendritic cells (DCs), and T cells to an anti-inflammatory phenotype, thereby further enhancing myocardial protection. These findings indicted that exosomes from AHR-overexpressing hUC-MSCs protect myocardium via AHR/NLRP3 signaling, improving immune microenvironment and offering new therapeutic potential.
DOI: 10.6084/m9.figshare.31321029
title: Martingale Posterior Distributions for Log-concave Density Functions

description: The family of log-concave density functions is an important class and contains various well known probability distributions, including the normal. Due to the shape restriction, it is possible to find a nonparametric estimate of the density; the nonparametric maximum likelihood estimator (NPMLE). However, uncertainty quantification about the NPMLE via confidence bounds is less well developed. Bayesian methods are also largely absent, though it is possible to construct constrained density functions and to use Markov chain Monte Carlo (MCMC) to sample from the posterior. In this paper, we start with the NPMLE and use a version of the martingale posterior distribution to determine uncertainty. The algorithm can be implemented in parallel and hence is fast. We prove existence of the posterior using suitable convergence of a submartingale. We also present illustrations and comparisons with alternative approaches which include real data.
DOI: 10.15468/dl.uuj6sk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paspalum cangarum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009986-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.