cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/t4yz2rt4fc
title: Sequencing and protein validation datasets supporting mito-CRISPR-CBE editing analyses

description: We are providing the raw data supporting the western blotting analyses used to confirm expression of truncated CYTB and COX3 polypeptides generated by mito-CRISPR-CBE mediated introduction of premature stop codons. In addition, we are providing sequencing data and associated analyses used to confirm mito-CRPSR-CBE mediated on-target mtDNA editing and to assess potential off-target effects. These datasets include Amplicon EZ NGS for quantitative evaluation of on-target outcomes, whole mitochondrial NGS for genome-wide assessment of mtDNA editing specificity, and NGS analysis of nuclear chromosomal regions homologous to the targeted mitochondrial genes to evaluate potential nuclear off-target editing.
DOI: 10.17632/t4yz2rt4fc.1
title: Sequencing and protein validation datasets supporting mito-CRISPR-CBE editing analyses

description: We are providing the raw data supporting the western blotting analyses used to confirm expression of truncated CYTB and COX3 polypeptides generated by mito-CRISPR-CBE mediated introduction of premature stop codons. In addition, we are providing sequencing data and associated analyses used to confirm mito-CRPSR-CBE mediated on-target mtDNA editing and to assess potential off-target effects. These datasets include Amplicon EZ NGS for quantitative evaluation of on-target outcomes, whole mitochondrial NGS for genome-wide assessment of mtDNA editing specificity, and NGS analysis of nuclear chromosomal regions homologous to the targeted mitochondrial genes to evaluate potential nuclear off-target editing.
DOI: 10.17632/ybzdgt6669
title: Details of PC1608 sediment core recovered from 437 meter depth off Wakasa Bay in the Sea of Japan

description: PC1608 is 734 cm long sediment core recovered at N36˚26.1086’, E135˚ 07.8319’. It was obtained using an 8 m piston corer during the UT16 cruise (July to August, 2016) of the research and training vessel Umitaka-maru of the Tokyo University of Marine Science and Technology. Two 4 m long PVC liners were loaded. After core recovery, these liners were extruded from a stainless outer pipe, sectioned into ~1 m, then split lengthwise on the deck. After onboard core descriptions from the split surfaces, these half round sediments were packed as working- and archive-halves, and stored in the refrigerator for further onshore work.
The archive-half was cut 50 cm from the section top, then transported to the Kochi Core Center for obtaining radiograph and CT scan image using the GE Healthcare LightSpeed Ultra 16. Work at Kochi Core Center was conducted under the cooperative research program of the Center for Advanced Marine Core Research (CMCR), Kochi University (Accept No. 16B071 and 17A061).
For early sediment age estimations from diatom assemblages, part of sediments collected by cut-off 2.5 ml disposable syringe were used. Preparation of the smear slides and the counting procedure followed Akiba (1986) and Akiba et al. (2014). The sediment suspensions were made in hot water without any chemical treatments or the use of a dispersing agent. The coarse and dense particles in the suspension were allowed to settle and excluded from slide mounting procedure. The microscope viewing area was moved along virtual grid lines until 100 diatom tests were identified. The total diatom abundance in a slide was estimated from the line lengths.
The sediment samples for foraminiferal study were wet-sieved without freeze drying. A 180 µm sieve was used. The sieved residues were transported onto filter paper, rinsed by spraying distilled water, and then air-dried. The air-dried particles were dry-sieved with a 250 µm sieve. Planktonic foraminiferal tests for radio 14C measurements were mainly collected from particles larger than 250 µm for more than 10 mg.
The 14C ages of planktonic foraminiferal tests were determined using the accelerator mass spectrometry (AMS) at the Institute of Accelerator Analysis, Ltd. (http://www.iaa-ams.co.jp/indexen.html). After acid cleaning (~30 % of sample was removed), gaseous CO2 was evolved from the CaCO3 with phosphoric acid and then reduced to graphite. The graphite 13C was also determined by the AMS for calibrating the 14C data. The calendar ages were calculated from the Marine 13 data base (Reimer et al., 2013) and the OxCalv4.2 program (Bronk Ramsey, 2009). Local variations in marine reservoir effect were not considered (R = 0).

Upload
References (References_PC1608.pdf)
Location of PC1608 coring site (Coring site_PC1608.pdf)
Law data of CT scan (DICOM_PC1608)
Diatom assemblage (Diatom_PC1608.xlsx)
Planktonic foraminiferal test 14C (14C age_PC1608.xlsx)
Radiograph (Radiograph_PC1608.pdf)
Data summary (Data summary_PC1608.pdf)
DOI: 10.17632/cz3fr98dxz
title: A high-capacity Cu-Ce@MCM-41 sorbent for H2S removal from simulated blast furnace gas: performance optimization and mechanistic insights

description: This dataset includes raw performance data for the adsorbent's removal of hydrogen sulfide, regeneration data, and corresponding raw characterization analysis data (including in-situ infrared, XPS, XRD, FTIR, TG, and TPD).
DOI: 10.17632/ybzdgt6669.1
title: Details of PC1608 sediment core recovered from 437 meter depth off Wakasa Bay in the Sea of Japan

description: PC1608 is 734 cm long sediment core recovered at N36˚26.1086’, E135˚ 07.8319’. It was obtained using an 8 m piston corer during the UT16 cruise (July to August, 2016) of the research and training vessel Umitaka-maru of the Tokyo University of Marine Science and Technology. Two 4 m long PVC liners were loaded. After core recovery, these liners were extruded from a stainless outer pipe, sectioned into ~1 m, then split lengthwise on the deck. After onboard core descriptions from the split surfaces, these half round sediments were packed as working- and archive-halves, and stored in the refrigerator for further onshore work.
The archive-half was cut 50 cm from the section top, then transported to the Kochi Core Center for obtaining radiograph and CT scan image using the GE Healthcare LightSpeed Ultra 16. Work at Kochi Core Center was conducted under the cooperative research program of the Center for Advanced Marine Core Research (CMCR), Kochi University (Accept No. 16B071 and 17A061).
For early sediment age estimations from diatom assemblages, part of sediments collected by cut-off 2.5 ml disposable syringe were used. Preparation of the smear slides and the counting procedure followed Akiba (1986) and Akiba et al. (2014). The sediment suspensions were made in hot water without any chemical treatments or the use of a dispersing agent. The coarse and dense particles in the suspension were allowed to settle and excluded from slide mounting procedure. The microscope viewing area was moved along virtual grid lines until 100 diatom tests were identified. The total diatom abundance in a slide was estimated from the line lengths.
The sediment samples for foraminiferal study were wet-sieved without freeze drying. A 180 µm sieve was used. The sieved residues were transported onto filter paper, rinsed by spraying distilled water, and then air-dried. The air-dried particles were dry-sieved with a 250 µm sieve. Planktonic foraminiferal tests for radio 14C measurements were mainly collected from particles larger than 250 µm for more than 10 mg.
The 14C ages of planktonic foraminiferal tests were determined using the accelerator mass spectrometry (AMS) at the Institute of Accelerator Analysis, Ltd. (http://www.iaa-ams.co.jp/indexen.html). After acid cleaning (~30 % of sample was removed), gaseous CO2 was evolved from the CaCO3 with phosphoric acid and then reduced to graphite. The graphite 13C was also determined by the AMS for calibrating the 14C data. The calendar ages were calculated from the Marine 13 data base (Reimer et al., 2013) and the OxCalv4.2 program (Bronk Ramsey, 2009). Local variations in marine reservoir effect were not considered (R = 0).

Upload
References (References_PC1608.pdf)
Location of PC1608 coring site (Coring site_PC1608.pdf)
Law data of CT scan (DICOM_PC1608)
Diatom assemblage (Diatom_PC1608.xlsx)
Planktonic foraminiferal test 14C (14C age_PC1608.xlsx)
Radiograph (Radiograph_PC1608.pdf)
Data summary (Data summary_PC1608.pdf)
DOI: 10.17026/ar/7whbts
title: PAN-00050978 - Roman rotary key

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00050978&lt;/p&gt;
description: Modified: 2025-05-16T14:11:29+02:00
DOI: 10.17632/cz3fr98dxz.1
title: A high-capacity Cu-Ce@MCM-41 sorbent for H2S removal from simulated blast furnace gas: performance optimization and mechanistic insights

description: This dataset includes raw performance data for the adsorbent's removal of hydrogen sulfide, regeneration data, and corresponding raw characterization analysis data (including in-situ infrared, XPS, XRD, FTIR, TG, and TPD).
DOI: 10.26025/1912/71856
title: 2022 CALYPSO - Coherent Lagrangian Pathways from the Surface Ocean to Interior

description: CALYPSO is an Office of Naval Research (ONR) Departmental Research Initiative that addresses the challenge of observing, understanding and predicting the three-dimensional pathways by which water from the surface ocean makes its way into the deeper ocean. Discovering the routes by which trace substances, phytoplankton, and dissolved gases like oxygen, are transported vertically, as they are also carried horizontally by oceanic currents, is the goal of this research. An innovative set of observational techniques are being used, along with process study models, predictive models, and data synthesis, to identify coherent pathways for vertical transport and to diagnose and predict the physical processes that underlie such subduction.

CALYPSO is a US-led multi-institution, international program. This archive includes data and products whose acquisition and derivation were funded by ONR. A list of US award numbers is included below. Additional international funding is indicated with specific datasets as applicable.
DOI: 10.17632/9smd7nbtwc
title: GAZELOAD: A Multimodal Eye-Tracking Dataset for Mental Workload in Industrial Human–Robot Collaboration

description: GAZELOAD is a multimodal eye-tracking dataset for mental workload (MWL) estimation in industrial human–robot collaboration (HRC). The data were collected from 26 participants performing collaborative assembly tasks with two cobots (UR5e and Franka Emika Panda) while wearing Meta ARIA Gen-1 smart glasses. The dataset includes synchronized ocular signals (pupil diameter, fixations, saccades, gaze vectors, gaze transition entropy, fixation dispersion index), continuous real-time illuminance measurements, robot/task context logs (task block, bench, induced faults), and self-reported MWL ratings on a 1–10 scale.

All modalities were time-stamped using a shared UTC reference. Eye-tracking features are provided as CSV files aggregated into 250 ms windows, organized in participant-specific folders with standardized schemas and detailed documentation. The dataset enables the development and benchmarking of MWL estimation models, analysis of gaze behaviour in collaborative assembly, and investigation of illumination effects on ocular workload markers. No identifiable video data are included; all signals are fully anonymized.

The dataset includes a rich set of ocular features derived from the Meta ARIA smart-glasses recordings. These include pupil diameter (PD), fixation-based features (count, duration), and saccade-based metrics (count, amplitude, velocity). Additional higher-level gaze-behavior descriptors are provided, such as Gaze Transition Entropy (GTE), which quantifies the randomness of gaze shifts between task-relevant areas, and the Fixation Dispersion Index (FDI), which measures the spatial spread of fixation points and reflects how focused or exploratory the operator’s visual strategy is. Together, these features capture both low-level oculomotor dynamics and higher-level attentional allocation during human–robot collaboration tasks.
DOI: 10.17632/9smd7nbtwc.1
title: GAZELOAD: A Multimodal Eye-Tracking Dataset for Mental Workload in Industrial Human–Robot Collaboration

description: GAZELOAD is a multimodal eye-tracking dataset for mental workload (MWL) estimation in industrial human–robot collaboration (HRC). The data were collected from 26 participants performing collaborative assembly tasks with two cobots (UR5e and Franka Emika Panda) while wearing Meta ARIA Gen-1 smart glasses. The dataset includes synchronized ocular signals (pupil diameter, fixations, saccades, gaze vectors, gaze transition entropy, fixation dispersion index), continuous real-time illuminance measurements, robot/task context logs (task block, bench, induced faults), and self-reported MWL ratings on a 1–10 scale.

All modalities were time-stamped using a shared UTC reference. Eye-tracking features are provided as CSV files aggregated into 250 ms windows, organized in participant-specific folders with standardized schemas and detailed documentation. The dataset enables the development and benchmarking of MWL estimation models, analysis of gaze behaviour in collaborative assembly, and investigation of illumination effects on ocular workload markers. No identifiable video data are included; all signals are fully anonymized.

The dataset includes a rich set of ocular features derived from the Meta ARIA smart-glasses recordings. These include pupil diameter (PD), fixation-based features (count, duration), and saccade-based metrics (count, amplitude, velocity). Additional higher-level gaze-behavior descriptors are provided, such as Gaze Transition Entropy (GTE), which quantifies the randomness of gaze shifts between task-relevant areas, and the Fixation Dispersion Index (FDI), which measures the spatial spread of fixation points and reflects how focused or exploratory the operator’s visual strategy is. Together, these features capture both low-level oculomotor dynamics and higher-level attentional allocation during human–robot collaboration tasks.
DOI: 10.17632/zjwz8d5t5v.1
title: Segmentation of Edinburgh Pipe Phantom scans for resolution integral measurements

description: The Edinburgh Pipe Phantom is a test-object used to measure the resolution integral - a single, dimensionless figure-of-merit representative of the overall imaging performance of ultrasound scanners.
The Edinburgh Pipe Phantom consists of a block of the IEC agar-based tissue-mimicking material with wall-less anechoic pipes moulded within it with diameters ranging 0.4-8mm. Measurements are currently done visually when scanning the Edinburgh Pipe Phantom, we suggest using a digital approach based on machine learning to automatically segment and calculate resolution integral values.
Scans from T J MacGillivray et al 2010 Phys. Med. Biol. 55 5067 were manually annotated to segment out the pipe sections in accordance with the visual values, and split into train/validation/test subsets using a 70/20/10 split.
DOI: 10.17632/b5fvbd9djz
title: Infection and Risk of Psoriasis and Atopic Dermatitis: A Systematic Review and Meta-Analysis

description: Supplementary tables and figures for the paper titled "Infection and Risk of Psoriasis and Atopic Dermatitis: A Systematic Review and Meta-Analysis".
DOI: 10.17632/b5fvbd9djz.1
title: Infection and Risk of Psoriasis and Atopic Dermatitis: A Systematic Review and Meta-Analysis

description: Supplementary tables and figures for the paper titled "Infection and Risk of Psoriasis and Atopic Dermatitis: A Systematic Review and Meta-Analysis".
DOI: 10.17632/b2fw7s9pwn
title: 2025-Gibran-Konten Bencana Sumatera

description: Kertas Kerja Konten Instagram dan TikTok Gibran Rakabuming Raka, selama periode awal bencana Sumatera.
DOI: 10.17632/b2fw7s9pwn.1
title: 2025-Gibran-Konten Bencana Sumatera

description: Kertas Kerja Konten Instagram dan TikTok Gibran Rakabuming Raka, selama periode awal bencana Sumatera.
DOI: 10.17632/swnr8rxsdx.1
title: Evolutionary Insights and Detection of H5N1 2.3.4.4b in Wildlife in Brazil.

description: The complete hemagglutinin (HA) genome sequence generated in this study was aligned with representative avian influenza virus (AIV) H5N1 sequences from Brazil and Colombia retrieved from the GenBank database, including the first reported South American H5N1 sequence. Phylogenetic and temporal analyses confirmed the placement of the sequence within clade 2.3.4.4b. To ensure transparency, reproducibility, and availability for future comparative, evolutionary, and epidemiological studies, the assembled sequence and its associated metadata (host species, sampling location, and collection date) were deposited in a public sequence repository.
DOI: 10.17632/g7zt7g73fk
title: Test results of Nosema sp. by microscopy and multiplex PCR in analysis of apiaries and hives in Ecuador

description: The results of diagnostic tests carried out on beehives in apiaries in the main provinces of the Ecuadorian Sierra are presented.
DOI: 10.17632/g7zt7g73fk.1
title: Test results of Nosema sp. by microscopy and multiplex PCR in analysis of apiaries and hives in Ecuador

description: The results of diagnostic tests carried out on beehives in apiaries in the main provinces of the Ecuadorian Sierra are presented.
DOI: 10.17632/vfr9jy6dm2
title: Sentiment Analysis on Gender Pay Gap

description: Dataset that support the findings on Opinions and sentiment Analysis on Gender Pay Gap from Twitter (Renamed ‘X’): Using Artificial Neural Network Approach
DOI: 10.17632/vfr9jy6dm2.4
title: Sentiment Analysis on Gender Pay Gap

description: Dataset that support the findings on Opinions and sentiment Analysis on Gender Pay Gap from Twitter (Renamed ‘X’): Using Artificial Neural Network Approach
DOI: 10.17632/vjjgdrkk5z
title: Loss of Histone Methyltransferase Ezh2 Exacerbates Polarization of Macrophages toward M2-Like Phenotypes by Hepatocellular Carcinoma

description: The raw, unadjusted, uncropped Western blot with size markers for the Western blot data
DOI: 10.15468/dl.ghpm3c
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Azorinus chamasolen, Solecurtus chamasolen, Solen antiquatus, Solen chamasolen, Solen emarginatus, Solenocurtus antiquatus, Solenocurtus antiquatus transversa, Zozia antiquata)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 304 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058884-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vjjgdrkk5z.2
title: Loss of Histone Methyltransferase Ezh2 Exacerbates Polarization of Macrophages toward M2-Like Phenotypes by Hepatocellular Carcinoma

description: The raw, unadjusted, uncropped Western blot with size markers for the Western blot data
DOI: 10.15468/dl.e76f6b
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_0_GID","value":"ARG","matchCase":false},{"type":"equals","key":"GADM_LEVEL_1_GID","value":"ARG.22_1","matchCase":false},{"type":"equals","key":"GADM_LEVEL_2_GID","value":"ARG.22.4_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058885-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/30243
title: Chandra X-ray Observatory ObsId 30243

description: COSMOS-WebX: Unveiling the Connection between AGN and their Host Galaxies in the last 12.5 Years
DOI: 10.17632/dcngznn96n
title: AGW_Mars_HRSC

description: Portion of folders for the images used, which contain a Level 2 (radiometrically calibrated data) folder and a Level 3 (radiometrically calibrated and georeferenced data) folder produced by the HRSC instrument onboard the Mars Express space mission.

Level 2 data are in the Vicar format to retrieve the position and time of the spacecraft.
Level 3 data are in TIFF format and were used with QGIS software.

Each folder for the orbits taken by HRSC was used to morphologically characterize atmospheric gravity waves and also to dynamically characterize them.
The altitudes of the clouds and the winds were retrieved using Level 2 and Level 3 data from the "double-broom" observations. Each folder contains data in Level 2 and Level 3 formats (the corresponding level of processing on PSA is L3 for Level 2 data in this folder, and L4 for Level 3 data).
DOI: 10.17632/dcngznn96n.1
title: AGW_Mars_HRSC

description: Portion of folders for the images used, which contain a Level 2 (radiometrically calibrated data) folder and a Level 3 (radiometrically calibrated and georeferenced data) folder produced by the HRSC instrument onboard the Mars Express space mission.

Level 2 data are in the Vicar format to retrieve the position and time of the spacecraft.
Level 3 data are in TIFF format and were used with QGIS software.

Each folder for the orbits taken by HRSC was used to morphologically characterize atmospheric gravity waves and also to dynamically characterize them.
The altitudes of the clouds and the winds were retrieved using Level 2 and Level 3 data from the "double-broom" observations. Each folder contains data in Level 2 and Level 3 formats (the corresponding level of processing on PSA is L3 for Level 2 data in this folder, and L4 for Level 3 data).
DOI: 10.17632/xctrg5f8x6
title: exoskeleton isometric deadlift data

description: Dataset and R code relative to the paper titled: An alternative test to evaluate the assistance provided by back-support exoskeletons: a pilot study
DOI: 10.17632/xctrg5f8x6.2
title: exoskeleton isometric deadlift data

description: Dataset and R code relative to the paper titled: An alternative test to evaluate the assistance provided by back-support exoskeletons: a pilot study
DOI: 10.17026/ar/0cfc8n
title: PAN-00170465 - coarse ware pitcher type Hofh. 86B

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00170465&lt;/p&gt;
description: Modified: 2025-11-13T04:55:43+01:00
DOI: 10.17632/wc99jsxk2z
title: Digital twins

description: Python code
DOI: 10.17632/wc99jsxk2z.1
title: Digital twins

description: Python code
DOI: 10.17632/csffsn4v9n.1
title: Supplementary Materials and 3D Models - From Pairwise to Higher-order Brain Community Detection: A Hypergraph Signal Processing Approach on Brain Functional Connectivity Analysis

description: This repository contains the supplementary material and 3D brain models associated with the paper “From Pairwise to Higher-Order Brain Community Detection: A Hypergraph Signal Processing Approach on Brain Functional Connectivity Analysis” by Breno C. Bispo, José R. de Oliveira Neto, Juliano B. Lima, and Fernando A. N. Santos.