cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/41e79e77-1058-d599-e063-7086abc05c63
title: Model output containing ocean, atmospheric and sea ice variables from the ztilde_Smag simulation of the HadGEM3-GC5-LM coupled climate model (1976-2035).

description: This dataset contains monthly means of ocean, atmospheric and sea ice variables from a 60-year (1976-2035) integration of the HadGEM3-GC5-LM coupled model, with fixed year 2000 control atmospheric composition. The archived model output includes monthly means from the NEMO v4.0.4 ocean component on T, U, V and W grids; monthly means from the SI3 sea ice model; and monthly means from the GAL9 atmosphere-land model. In addition, five-day means of the temperature and salinity ("T grid") and of the meridional velocity ("V grid") over a ten-year period are provided: these were used to estimate the total diapycnal mixing. In this simulation the default z-star vertical coordinate is replaced by the z-tilde filtered quasi-adiabatic coordinate (Leclair and Madec, 2011; Megann et al., 2022) with filter timescale set to 20 days and the coordinate restoration timescale to 60 days and replaces the fixed biharmonic viscosity with biharmonic Smagorinsky viscosity with a coefficient CMSmag=3; it is referred to as “ztilde_Smag”. The outputs were generated under the Marine LTSS: Climate Linked Atlantic Sector Science (CLASS) project funded by the Natural Environment Research Council (NERC) under reference NE/R015953/1.
DOI: 10.7910/dvn/yqygll
title: Psychosocial and Oral Health Factors Associated with Ageing Perception in Thai Older Adults

description: This dataset accompanies the article “Psychosocial and Oral Health Factors Associated with Ageing Perception in Thai Older Adults.”

It contains de-identified data collected from community-dwelling older adults aged 60 years and above in Ang Thong Province, Thailand. Participants completed structured interviews including the Thai short form of the Attitudes to Ageing Questionnaire (AAQ-SF) and the 14-item Oral Health Impact Profile (OHIP-14), along with oral examinations.

The dataset includes sociodemographic characteristics, psychosocial indicators, oral health–related variables, and ageing perception scores.
DOI: 10.5519/qd.rsugp5v5
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (35 records)
DOI: 10.15468/dl.9f2r7d
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-128.97059 31.10866,-102.02941 31.10866,-102.02941 41.89134,-128.97059 41.89134,-128.97059 31.10866))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crenichthys baileyi",
 "Year 1970-2020"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021704-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqx3nz
title: Occurrence Download

description: A dataset containing 931470 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Centaurea scabiosa, Centaurea elazigensis, Centaurea involucrata, Centaurea granatensis, Centaurea loscosii, Centaurea micracantha, Centaurea pallescens, Selinopsis montana, Arctotis glabrata, Arctotis laciniata, Erigeron algidus, Erigeron zederbaueri, Centaurea extranea, Erodium carvifolium, Erodium hendrikii, Erodium sanguis-christi, Gaultheria ovatifolia, Scutellaria sieberi, Gladiolus angustus, Cenchrus pilosus, Scutellaria anatolica, Rhamnus integrifolia, Selago immersa, Selago mundii, Eleocharis dregeana, Adesmia volckmannii, Centaurea cineraria, Erigeron strigosus, Dalea pulchella, Centaurea pinae, Centaurea princeps, Centaurea pauneroi, Centaurea pectinata, Centaurea triniifolia, Centaurea tuzgoluensis, Andryala brievaensis, Rhamnus lycioides, Selago psammophila, Erigeron astranthioides, Conostylis canteriata, Babiana gariepensis, Hypericum balearicum, Hypericum caespitosum, Nigella oxypetala, Arctotis anneliseae, Vitis vinifera, Babiana patula, Centaurea affinis, Centaurea atlantica, Centaurea baseri, Selago fruticosa, Selago florifera, Metalasia fastigiata, Metalasia pungens, Centaurea fusiformis, Flaveria haumannii, Helenium puberulum, Globularia montiberica, Globularia sintenisii, Carpinus betulus, Eleocharis caespitosissima, Eleocharis carniolica, Eleocharis obicis, Babiana montana, Gladiolus salteri, Maesa lanceolata, Styphelia hainesii, Adesmia coquimbensis, Adesmia coronilloides, Adesmia dumosa, Boerhavia diffusa, Boerhavia elegans, Drosanthemum anomalum, Drosanthemum concavum, Drosanthemum cymiferum, Drosanthemum dipageae, Centaurea bofilliana, Centaurea cheirolepidoides, Centaurea debdouensis, Centaurea euboica, Centaurea lycopifolia, Centaurea maireana, Centaurea melanocephala, Centaurea orientalis, Bifora radians, Boerhavia burbidgeana, Erigeron alpinus, Erigeron cervinus, Erigeron neomexicanus, Erigeron sanctarum, Helenium thurberi, Erodium stellatum, Scutellaria megalaspis, Gladiolus acuminatus, Gladiolus byzantinus, Gladiolus cardinalis, Gladiolus delpierrei, Gladiolus griseus, Gladiolus marlothii)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 931470 records from 3537 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021689-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18740646
title: The tiny germline chromosomes of Paramecium aurelia have an exceptionally high recombination rate and are capped by a new class of Helitrons.

description: Paramecia belong to the ciliate phylum of unicellular eukaryotes characterized by nuclear dimorphism. A diploid germline micronucleus (MIC) transmits genetic information across sexual generations. A polyploid transcriptionally active somatic macronucleus (MAC) develops at each sexual generation from a copy of the MIC through programmed DNA elimination (PDE) of > 30% of germline DNA. PDE requires the domesticated PiggyMac (Pgm) transposase. Assembly of Paramecium germline genomes has presented an enormous challenge owing to the difficulty of MIC isolation. Here we report chromosome-scale short-read MIC assemblies for 7 species from the P. aurelia species complex. We discovered a novel clade of Helitrons, with 9-10 kb transposase ORFs under purifying selection, that have remained active in all P. aurelia lineages. A long-read assembly for P. tetraurelia together with a genetic linkage map provided a nearly telomere-to-telomere assembly. The genome consists of tiny (300 kb – 1.2 Mb) and numerous (~160) germline chromosomes with the highest recombination rate ever reported for a eukaryote (420 cM/Mb). The ends of the chromosomes consist of Helitrons inserted in telomeric C4A2 repeats, forming a distinct genomic compartment that is eliminated very early during MAC development by an unknown, Pgm-independent, mechanism.
DOI: 10.5281/zenodo.17205921
title: The tiny germline chromosomes of Paramecium aurelia have an exceptionally high recombination rate and are capped by a new class of Helitrons.

description: Paramecia belong to the ciliate phylum of unicellular eukaryotes characterized by nuclear dimorphism. A diploid germline micronucleus (MIC) transmits genetic information across sexual generations. A polyploid transcriptionally active somatic macronucleus (MAC) develops at each sexual generation from a copy of the MIC through programmed DNA elimination (PDE) of > 30% of germline DNA. PDE requires the domesticated PiggyMac (Pgm) transposase. Assembly of Paramecium germline genomes has presented an enormous challenge owing to the difficulty of MIC isolation. Here we report chromosome-scale short-read MIC assemblies for 7 species from the P. aurelia species complex. We discovered a novel clade of Helitrons, with 9-10 kb transposase ORFs under purifying selection, that have remained active in all P. aurelia lineages. A long-read assembly for P. tetraurelia together with a genetic linkage map provided a nearly telomere-to-telomere assembly. The genome consists of tiny (300 kb – 1.2 Mb) and numerous (~160) germline chromosomes with the highest recombination rate ever reported for a eukaryote (420 cM/Mb). The ends of the chromosomes consist of Helitrons inserted in telomeric C4A2 repeats, forming a distinct genomic compartment that is eliminated very early during MAC development by an unknown, Pgm-independent, mechanism.
DOI: 10.15770/eum_sec_clm_0053
title: Polar Multi-Sensor Aerosol Optical Properties Climate Data Record Release 1 - Metop-A and -B
title: GOMPMA020100

description: The Polar Multi-sensor Aerosol optical properties product (PMAp) Climate Data Record covering 2007-2019 provides aerosol optical depth (AOD, aerosol total load in the vertical column) at 550nm and aerosol type (fine mode, coarse mode (dust), volcanic ash, biomass) over ocean and land surfaces. The PMAp retrieval algorithm (v2.2.3) uses a multi-sensor approach combining Global Ozone Monitoring Experiment-2 (GOME-2), Advanced Very High Resolution Radiometer (AVHRR) and Infrared Atmospheric Sounding Interferometer (IASI) instrument data. Metop-A and –B data have been utilised for the data record. The product is delivered with the spatial resolution of the GOME-2 Polarization Monitoring Devices (PMDs). Product granules contain data for one single orbit with respect to the receiving station (Svalbard to Svalbard).
DOI: 10.14473/csda/nbfgqc
title: Panel Naše společnost 2025 - květen

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2025". Sběr dat provedla tazatelská síť CVVM.
description: Naše společnost
description: Od roku 2025 jsou data CVVM založená na sběru dat prostřednictvím pravděpodobnostního online panelu. Proto se název výzkumné série mění na Panel Naše společnost. Metodologie dřívějších a stávajících výzkumů CVVM jsou natolik odlišné, že přímé časové srovnání aktuálních výsledků založených na výzkumech realizovaných prostřednictvím Panelu Naše společnost s předchozími výzkumy není možné. Zjištěné rozdíly totiž mohou být dány jak proměnou či posunem v postojích a názorech veřejnosti, tak právě změnou metodologie výzkumů a oba vlivy od sebe není možné rozlišit.
 https://cvvm.soc.cas.cz/images/articles/files/5937/tzzmena-metodologiecvvmfinal.pdf
DOI: 10.15770/eum_sec_clm_0077
title: Poseidon-4 Altimetry Level 1A High Resolution (baseline version F06) - Sentinel-6 - Reprocessed
title: P4_1A_HR_F06

description: This is a reprocessed dataset at baseline F06, which is continued by the NRT/NTC data stream from 29/April/2022 onwards.

The Level-1A product contains Level 1 intermediate output of the HR processor (RAW and RMC). It includes geo-located bursts of Ku echoes (at ~9 kHz) with all instrument calibrations applied. It includes the full rate complex waveforms input to the delay/Doppler or SAR processor.

This product is most relevant to altimetry specialists, working on fundamental SAR processing techniques and calibration studies.

Sentinel-6 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme. It is a collaborative Copernicus mission, implemented and co-funded by the European Commission, ESA, EUMETSAT and the USA, through NASA and the National Oceanic and Atmospheric Administration (NOAA).
DOI: 10.15468/dl.wnhvwz
title: Occurrence Download

description: A dataset containing 29401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachyptera risi"
 ]
}

 The dataset includes 29401 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003209-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15770/eum_sec_clm_0093
title: Poseidon-4 Altimetry Level 1A High Resolution (baseline version F08) - Sentinel-6 - Reprocessed
title: P4_1A_HR_F08

description: This is a reprocessed dataset at baseline F08, which is continued by the NTC data stream from 09/Feb/2023 onwards.

The Level-1A product contains Level 1 intermediate output of the HR processor (RAW and RMC). It includes geo-located bursts of Ku echoes (at ~9 kHz) with all instrument calibrations applied. It includes the full rate complex waveforms input to the delay/Doppler or SAR processor.

This product is most relevant to altimetry specialists, working on fundamental SAR processing techniques and calibration studies.

Sentinel-6 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme. It is a collaborative Copernicus mission, implemented and co-funded by the European Commission, ESA, EUMETSAT and the USA, through NASA and the National Oceanic and Atmospheric Administration (NOAA).
DOI: 10.15770/eum_sec_clm_0111
title: Poseidon-4 Altimetry Level 1A High Resolution (baseline version G01) - Sentinel-6 - Reprocessed
title: P4_1A_HR_G01
title: P4_1A_HR_____

description: This is a reprocessed dataset at baseline G01, which is continued by the NTC data stream from 20 April 2025 onwards.

The Level-1A product contains Level 1 intermediate output of the HR processor (RAW and RMC). It includes geo-located bursts of Ku echoes (at ~9 kHz) with all instrument calibrations applied. It includes the full rate complex waveforms input to the delay/Doppler or SAR processor.

This product is most relevant to altimetry specialists, working on fundamental SAR processing techniques and calibration studies.

Sentinel-6 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme. It is a collaborative Copernicus mission, implemented and co-funded by the European Commission, ESA, EUMETSAT and the USA, through NASA and the National Oceanic and Atmospheric Administration (NOAA).
DOI: 10.6084/m9.figshare.31389164
title: Molecular targeted therapy in combination with chemotherapy for the treatment of platinum-resistant/refractory ovarian cancer (PROC): a systematic review and network meta-analysis

description: Although single-agent chemotherapy is the most common approach for treating platinum-resistant or refractory ovarian cancer (PROC), there is growing evidence that combining molecular targeted agents with chemotherapy is beneficial, especially for certain patient groups. However, the most effective combination regimen remains elusive. This Bayesian network meta-analysis (NMA) aims to identify the best combination therapy for PROC. Relevant studies were searched in PubMed, EMBASE, Web of Science and the Cochrane Central Register of Controlled Trials from their inception until October 2024. The primary outcomes were overall survival (OS), progression-free survival (PFS) and adverse events (AEs). Statistical analyses were performed using the GEMTC package (1.0-2) and R 4.2.0. This review was registered in PROSPERO (CRD42023428414). Our analysis of 22 randomized controlled trials (RCTs) (<i>n</i> = 3408) demonstrated that chemotherapy combinations with bevacizumab (hazard ratio (HR) = 0.52–0.65), sorafenib (HR = 0.65, 95% confidence interval (CI): 0.45–0.93) or adavosertib (HR = 0.56, 95%CI: 0.35–0.90) significantly improved OS and PFS versus chemotherapy alone. Notably, adavosertib + gemcitabine was associated with an increased risk of grade 3–4 AEs (relative risk (RR) = 1.8, 95%CI: 1.3–2.7), but these were generally manageable. Bevacizumab-based combinations demonstrate consistent benefits across multiple regimens for PROC. Paclitaxel + bevacizumab emerges as the optimal balance of efficacy and safety. Topotecan + sorafenib could be an alternative for patients who are ineligible for anti-angiogenic therapy. Targeted therapy + chemotherapy may be superior to standalone chemotherapy in PROC.Gemcitabine + bevacizumab can improve PFS of PROC patients.While effective, adavosertib + gemcitabine is associated with increased toxicity, requiring careful patient selection. Targeted therapy + chemotherapy may be superior to standalone chemotherapy in PROC. Gemcitabine + bevacizumab can improve PFS of PROC patients. While effective, adavosertib + gemcitabine is associated with increased toxicity, requiring careful patient selection.
DOI: 10.6084/m9.figshare.31389164.v1
title: Molecular targeted therapy in combination with chemotherapy for the treatment of platinum-resistant/refractory ovarian cancer (PROC): a systematic review and network meta-analysis

description: Although single-agent chemotherapy is the most common approach for treating platinum-resistant or refractory ovarian cancer (PROC), there is growing evidence that combining molecular targeted agents with chemotherapy is beneficial, especially for certain patient groups. However, the most effective combination regimen remains elusive. This Bayesian network meta-analysis (NMA) aims to identify the best combination therapy for PROC. Relevant studies were searched in PubMed, EMBASE, Web of Science and the Cochrane Central Register of Controlled Trials from their inception until October 2024. The primary outcomes were overall survival (OS), progression-free survival (PFS) and adverse events (AEs). Statistical analyses were performed using the GEMTC package (1.0-2) and R 4.2.0. This review was registered in PROSPERO (CRD42023428414). Our analysis of 22 randomized controlled trials (RCTs) (<i>n</i> = 3408) demonstrated that chemotherapy combinations with bevacizumab (hazard ratio (HR) = 0.52–0.65), sorafenib (HR = 0.65, 95% confidence interval (CI): 0.45–0.93) or adavosertib (HR = 0.56, 95%CI: 0.35–0.90) significantly improved OS and PFS versus chemotherapy alone. Notably, adavosertib + gemcitabine was associated with an increased risk of grade 3–4 AEs (relative risk (RR) = 1.8, 95%CI: 1.3–2.7), but these were generally manageable. Bevacizumab-based combinations demonstrate consistent benefits across multiple regimens for PROC. Paclitaxel + bevacizumab emerges as the optimal balance of efficacy and safety. Topotecan + sorafenib could be an alternative for patients who are ineligible for anti-angiogenic therapy. Targeted therapy + chemotherapy may be superior to standalone chemotherapy in PROC.Gemcitabine + bevacizumab can improve PFS of PROC patients.While effective, adavosertib + gemcitabine is associated with increased toxicity, requiring careful patient selection. Targeted therapy + chemotherapy may be superior to standalone chemotherapy in PROC. Gemcitabine + bevacizumab can improve PFS of PROC patients. While effective, adavosertib + gemcitabine is associated with increased toxicity, requiring careful patient selection.
DOI: 10.15770/eum_sec_clm_0079
title: Poseidon-4 Altimetry Level 1B High Resolution (baseline version F06) - Sentinel-6 - Reprocessed
title: P4_1B_HR_F06

description: This is a reprocessed dataset at baseline F06, which is continued by the NRT/NTC data stream from 29/April/2022 onwards.

The Level-1B HR product is output of the HR processor. It includes geo-located, and fully calibrated multi-looked high-resolution Ku-band waveforms.

This product is most relevant to geophysical retrieval algorithm developers (over ocean, land and ice surfaces), surface characterisations studies (e.g. impact of sea state bias, wave directional effects etc.) and Quality Control systems.

Sentinel-6 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme. It is a collaborative Copernicus mission, implemented and co-funded by the European Commission, ESA, EUMETSAT and the USA, through NASA and the National Oceanic and Atmospheric Administration (NOAA).
DOI: 10.5281/zenodo.14962652
title: PAN'25/26 Generative AI Detection: Voight-Kampff AI Detection Sensitivity

description: This is the dataset for the Voight-Kampff Generative AI Authorship Verification shared tasks PAN@CLEF2025 (Subtask 1) and PAN@CLEF2026. Please consult the tasks' pages for further details on the format, the dataset's creation, and links to baselines and utility code.

Task 2025

Subtask 1 is a binary AI detection task in that participants are given a text and have to decide whether it was machine-authored (class 1) or human-authored (class 0). However, we introduced a twist: The LLMs were instructed to change their style and mimic a specific human author. Furthermore, the test set will contain several surprises such as new models or unknown obfuscations to test the robustness of the classifiers (however, texts will be from the same domain).

As in the previous year, the Voight-Kampff AI detection Task @ PAN is organized in collaboration with the Voight-Kampff Task @ ELOQUENT Lab Lab in a builder-breaker style. PAN participants will build systems to tell human and machine apart, while ELOQUENT participants will investigate novel text generation and obfuscation methods for avoiding detection.

Task 2026

The 2026 shared task reuses the same training data, but will be evaluated on different test data to further challenge the out-of-domain classification effectiveness of the detectors.
DOI: 10.5281/zenodo.14962653
title: PAN'25/26 Generative AI Detection: Voight-Kampff AI Detection Sensitivity

description: This is the dataset for the Voight-Kampff Generative AI Authorship Verification shared tasks PAN@CLEF2025 (Subtask 1) and PAN@CLEF2026. Please consult the tasks' pages for further details on the format, the dataset's creation, and links to baselines and utility code.

Task 2025

Subtask 1 is a binary AI detection task in that participants are given a text and have to decide whether it was machine-authored (class 1) or human-authored (class 0). However, we introduced a twist: The LLMs were instructed to change their style and mimic a specific human author. Furthermore, the test set will contain several surprises such as new models or unknown obfuscations to test the robustness of the classifiers (however, texts will be from the same domain).

As in the previous year, the Voight-Kampff AI detection Task @ PAN is organized in collaboration with the Voight-Kampff Task @ ELOQUENT Lab Lab in a builder-breaker style. PAN participants will build systems to tell human and machine apart, while ELOQUENT participants will investigate novel text generation and obfuscation methods for avoiding detection.

Task 2026

The 2026 shared task reuses the same training data, but will be evaluated on different test data to further challenge the out-of-domain classification effectiveness of the detectors.
DOI: 10.15468/dl.k2ns4p
title: Occurrence Download

description: A dataset containing 899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycaon pictus"
 ]
}

 The dataset includes 899 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003215-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4zb4a
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eichhornia crassipes",
 "Year 2022-2026"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003213-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.