cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/sxkp36zpss
title: scRNAseq of CD45+ cells from Bladder Cancer Patient PBMC and Tumor and Healthy Donor NK Cells

description: This dataset is associated with the manuscript https://www.biorxiv.org/content/10.1101/2024.04.30.591366v2


Sample preparation for scRNASeq 
For BCa patients, live, CD45+ singlets were FACS-sorted (BD FACSAria II, 100µM nozzle, 4° C) from either Ficoll-isolated PBMC or freshly dissociated tumor tissue. Cells were sorted into DPBS + .04% BSA, resuspended at 1000 cells/µL, and loaded onto a Chromium controller (10x Genomics) for encapsulation into droplets, lysis, barcoding, reverse transcription, and library preparation using Single Cell 3' v2 reagents. For HD NK cells, PBMC were isolated as above, followed by depletion of non-NK lineages using immuno-magnetic beads (EasySep human NK cell enrichment kit, Stemcell Technologies). Samples were sequenced in dedicated flow cells on a HiSeq 2500 (Illumina) to an average depth of 91,787, 76,918, and 71,692 reads/cell for HD NK cells, BCa patient PBMC, and TIL respectively. 

Pre-processing and analysis of scRNASeq 
10x Genomics 3' sequencing was performed. Raw Illumina sequencing data was converted to FASTQ, demultiplexed and aligned to the GRCh38 reference genome using CellRanger v3.0.0 (10x Genomics).
DOI: 10.17632/sxkp36zpss.2
title: scRNAseq of CD45+ cells from Bladder Cancer Patient PBMC and Tumor and Healthy Donor NK Cells

description: This dataset is associated with the manuscript https://www.biorxiv.org/content/10.1101/2024.04.30.591366v2


Sample preparation for scRNASeq 
For BCa patients, live, CD45+ singlets were FACS-sorted (BD FACSAria II, 100µM nozzle, 4° C) from either Ficoll-isolated PBMC or freshly dissociated tumor tissue. Cells were sorted into DPBS + .04% BSA, resuspended at 1000 cells/µL, and loaded onto a Chromium controller (10x Genomics) for encapsulation into droplets, lysis, barcoding, reverse transcription, and library preparation using Single Cell 3' v2 reagents. For HD NK cells, PBMC were isolated as above, followed by depletion of non-NK lineages using immuno-magnetic beads (EasySep human NK cell enrichment kit, Stemcell Technologies). Samples were sequenced in dedicated flow cells on a HiSeq 2500 (Illumina) to an average depth of 91,787, 76,918, and 71,692 reads/cell for HD NK cells, BCa patient PBMC, and TIL respectively. 

Pre-processing and analysis of scRNASeq 
10x Genomics 3' sequencing was performed. Raw Illumina sequencing data was converted to FASTQ, demultiplexed and aligned to the GRCh38 reference genome using CellRanger v3.0.0 (10x Genomics).
DOI: 10.17632/z2bw7zpfkh
title: Logistics optimization model for the production of biofuels from bioethanol in Colombia

description: The model integrates origin, transshipment, and destination nodes, optimizing routes and transportation costs for raw materials and biofuels. A mathematical network optimization approach was used, employing mixed integer linear programming in General Algebraic Modeling System (GAMS), with the aim of minimizing operating costs, reducing transportation times, and improving resource allocation.

Different scenarios were analyzed, such as the elimination of origin and transshipment nodes and variations in the supply and demand of biofuels, in order to evaluate sensitivity and impact on system efficiency. The results show that logistics optimization using transshipment models significantly reduces transportation and distribution costs while simplifying the network. The elimination of nodes has varying effects on costs, while adjustments in supply and demand can produce significant operational savings.
DOI: 10.17632/z2bw7zpfkh.1
title: Logistics optimization model for the production of biofuels from bioethanol in Colombia

description: The model integrates origin, transshipment, and destination nodes, optimizing routes and transportation costs for raw materials and biofuels. A mathematical network optimization approach was used, employing mixed integer linear programming in General Algebraic Modeling System (GAMS), with the aim of minimizing operating costs, reducing transportation times, and improving resource allocation.

Different scenarios were analyzed, such as the elimination of origin and transshipment nodes and variations in the supply and demand of biofuels, in order to evaluate sensitivity and impact on system efficiency. The results show that logistics optimization using transshipment models significantly reduces transportation and distribution costs while simplifying the network. The elimination of nodes has varying effects on costs, while adjustments in supply and demand can produce significant operational savings.
DOI: 10.17632/ryhtvg7yws.1
title: Replication Package ``Do Teams Alleviate or Exacerbate Overreaction in Beliefs?'' (Journal of Financial Economics, 2025)

description: This replication package replicates the main figures and tables of the paper "Do Teams Alleviate or Exacerbate Overreaction in Beliefs?'' by Ricardo Barahona, Stefano Cassella, Kristy A.E. Jansen, and Vincenzo Pezone accepted for publication in the Journal of Financial Economics, 2025.
DOI: 10.17632/zty5nxj8fr.3
title: Supplementary materials for AGA

description: Supplementary materials for the manuscript titled "Reduced Prostate Cancer Risk in Patients with Androgenetic Alopecia Using 5-Alpha Reductase Inhibitors: A Real-World Cohort Study".
DOI: 10.15468/dl.htffuz
title: Occurrence Download

description: A dataset containing 435427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trochilidae",
 "StateProvince is Colorado"
 ]
}

 The dataset includes 435427 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039380-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ks29xngpn5
title: Code for ambient noise cross-correlation denoising using a linear array

description: This is the code package that shows how to perform three-station interferometry to denoise surface waves extracted from ambient noise cross correlations of a 1-D linear array. The example provided in the package is from Qiu et al. (2021), doi: 10.1029/2021JB021712. Please refer to the paper of Qiu et al. (2021) for more details.
DOI: 10.17632/ks29xngpn5.1
title: Code for ambient noise cross-correlation denoising using a linear array

description: This is the code package that shows how to perform three-station interferometry to denoise surface waves extracted from ambient noise cross correlations of a 1-D linear array. The example provided in the package is from Qiu et al. (2021), doi: 10.1029/2021JB021712. Please refer to the paper of Qiu et al. (2021) for more details.
DOI: 10.17632/whkknw4jy9
title: Conjunto de dados sobre a análise Bibliométrica do Conforto em Enfermagem

description: Este repositório reúne o conjunto de dados utilizados na análise bibliométrica sobre conforto em enfermagem, realizada em maio de 2025. A base inclui os registros recuperados na Scopus por meio do descritor “comfort” (MeSH), além das planilhas e arquivos derivados do processamento feito no RStudio, com uso das interfaces bibliometrix e biblioshiny. Os dados permitem examinar o crescimento anual das publicações, padrões de autoria, redes de colaboração, concentração de periódicos, temas centrais e emergentes. O repositório apoia a transparência e a reprodutibilidade da pesquisa ao disponibilizar informações organizadas utilizadas para analisar a evolução da produção científica sobre conforto na enfermagem.
DOI: 10.17632/whkknw4jy9.1
title: Conjunto de dados sobre a análise Bibliométrica do Conforto em Enfermagem

description: Este repositório reúne o conjunto de dados utilizados na análise bibliométrica sobre conforto em enfermagem, realizada em maio de 2025. A base inclui os registros recuperados na Scopus por meio do descritor “comfort” (MeSH), além das planilhas e arquivos derivados do processamento feito no RStudio, com uso das interfaces bibliometrix e biblioshiny. Os dados permitem examinar o crescimento anual das publicações, padrões de autoria, redes de colaboração, concentração de periódicos, temas centrais e emergentes. O repositório apoia a transparência e a reprodutibilidade da pesquisa ao disponibilizar informações organizadas utilizadas para analisar a evolução da produção científica sobre conforto na enfermagem.
DOI: 10.17632/hz8g9bb259.2
title: Dataset of Double Fan Humidifier Control System for Under-Actuated Zones

description: This dataset contains synchronized multi-sensor recordings collected from a double-fan humidifier system operating in an under-actuated indoor zone at Universitas Trilogi Library, Jakarta. The system consists of two fans whose behavior is influenced jointly by environmental conditions, occupancy activities, airflow dynamics, and zone characteristics. Since airflow is not independently controlled for each sub-area, the system exhibits dynamic variations that are important for research on intelligent ventilation, HVAC control, and adaptive indoor climate modeling.

The dataset includes 4,800 records and 57 features, capturing environmental, occupancy, mechanical, and contextual information used to model and predict dual-fan control increments for intelligent humidifier and HVAC systems.

Data Acquisition
Location: Universitas Trilogi Library, Jakarta
Environment Type: Under-actuated zone with three sub-areas
Sampling Interval: 30 minutes
Duration: 4 weeks of continuous monitoring
Sensors Used:
- CO₂, VOC, PM₂.₅
- Temperature, humidity, dew point
- Air pressure, airflow volume
- Occupancy counts (sitting, standing, walking, etc.)
- Mechanical variables (fan speed, ventilation split ratio)

All sensor readings were time-synchronized and validated before integration.
DOI: 10.48577/jpl.lkwfqw
title: Seasonal dynamics of Earth’s glaciers and ice sheets

description: The sensitivity of Earth’s glaciers to environmental change is on display each year as they change speed with the seasons, and a glacier’s response to warming from winter to summer may help predict its response to warming on multi-year timescales. We present the first global analysis of seasonal glacier and ice sheet dynamics, finding that seasonal velocity amplitudes are greatest where annual maximum surface temperature exceeds 0°C. We see evidence of basal hydrological systems impacting glacier flow on seasonal timescales, and we find a global correlation between seasonality and interannual flow variability. Relationships in the data suggest that projected atmospheric warming could amplify and alter the timing of seasonal glacier dynamics worldwide, and changes in seasonality could portend further sensitivity to warming.
DOI: 10.48577/jpl.k5xc48
title: Lunar Dust: Formation, Microphysics, and Transport

description: Lunar dust—the sub-millimeter fraction of the regolith—controls the optical, thermophysical, electrical, mechanical, and environmental behavior of the Moon’s surface. These properties set the performance envelopes of remote-sensing retrievals, regolith geotechnics, volatile cycles, and exploration systems, while also posing operational and biomedical risks. We synthesize Apollo sample analyses and in-situ observations (Surveyor, Lunokhod, Apollo) with contemporary datasets from the LRO Diviner Lunar Radiometer (Diviner), the LADEE/LDEX exospheric dust mea- surements, and Chang’e-4 Lunar Penetrating Radar (LPR). We incorporate 2024-2025 results: Chandrayaan-3 ChaSTE thermophysics at the Vikram site (69.373 S, 32.319 E), SCALPSS plume-surface diagnostics from IM-1, and NILS detections of a dayside near-surface H population on Chang’e-6. The review links (i) production and modification processes to (ii) grain-scale physical/chemical/electrical/optical/mechanical properties, then to (iii) mobilization pathways (meteoroid ejecta, electrostatic hopping, rocket-plume entrainment), and finally to (iv) region-specific design ranges across maria, highlands, pyroclastic units, magnetic swirls, and permanently shadowed regions (PSRs). We quantify temperature-illumination dependence across day/night and PSR-equator regimes through a two-channel k(T, ρ) model and charge-relaxation scaling. We provide closed-form expressions for adhesion-aware lift thresholds and for near-surface (0-3 m) dust transport at apex/hover heights as functions of sheath structure. The result is a design-ready set of relations, figures, and tables that propagate microphysics and composition into engineering parameters for upcoming landed and rover operations.
DOI: 10.17632/d725cj9m7j
title: A Novel Trichoscopic Sign in Fibrosing Alopecia in a Pattern Distribution

description: This dataset contains additional trichoscopic images of patients diagnosed with fibrosing alopecia in a pattern distribution, illustrating the characteristic “red islands” sign.
DOI: 10.17632/d725cj9m7j.1
title: A Novel Trichoscopic Sign in Fibrosing Alopecia in a Pattern Distribution

description: This dataset contains additional trichoscopic images of patients diagnosed with fibrosing alopecia in a pattern distribution, illustrating the characteristic “red islands” sign.
DOI: 10.17632/zkwy4b7b6f
title: A collection of data from various journal articles on the effect of biofertilizers on methane emissions.

description: A collection of data from various journal articles on the effect of biofertilizers on methane emissions.
DOI: 10.17632/zkwy4b7b6f.1
title: A collection of data from various journal articles on the effect of biofertilizers on methane emissions.

description: A collection of data from various journal articles on the effect of biofertilizers on methane emissions.
DOI: 10.17632/t24z4v65vx
title: Fabricating a Cu-MBG incorporated polyurethane foam with antibacterial properties and bioactivity for diabetic wound healing. Linqin Xie et al.

description: Data will be made available on request.
DOI: 10.17632/t24z4v65vx.1
title: Fabricating a Cu-MBG incorporated polyurethane foam with antibacterial properties and bioactivity for diabetic wound healing. Linqin Xie et al.

description: Data will be made available on request.
DOI: 10.13140/rg.2.2.22242.39363
title: Matrix Equivalence and Scaling in Dentistry
DOI: 10.25829/mcfb-qd81
title: Leaf stomatal conductance in the MyDiv experiment during the drought year 2022

description: Climate change is expected to increase the frequency and duration of drought events, threatening the functioning and stability of Central European forests. To understand how tree species differ in their water-use behavior and stomatal regulation under drought, we established this dataset as part of a broader study on tree hydro-functional strategies in the MyDiv Experiment.

This dataset contains measurements of leaf stomatal conductance taken during the drought summer of 2022 using a hand-held porometer. For each of ten temperate tree species, repeated measurements were conducted on the same top-canopy leaves of the same tree individuals several times throughout the day, capturing diurnal curves of stomatal regulation.

These data represent leaf-level hydro-functional traits that characterize species-specific transpiration behavior along the water-saver–water-spender continuum. They provide insights into interspecific differences in stomatal control, water-use efficiency, and drought adaptation among temperate forest tree species.
DOI: 10.17632/6b7ns5pkd3
title: IGEV-Lite Stereo Matching and Pavement-Distress Quantification Code Repository

description: This dataset contains the complete implementation accompanying the manuscript “Real-time stereo reconstruction and geometric quantification of pavement distress with a variable-baseline platform.” It has been prepared to ensure full reproducibility of all algorithmic, geometric, and quantification results reported in the study.
The repository provides a structured and deployment-ready implementation of the proposed IGEV-Lite framework, including the lightweight stereo matching network, the variable-baseline stereo acquisition model, and the plane-referenced quantification pipeline. All modules are arranged to reflect the code dependencies used in the original experiments.
DOI: 10.17632/6b7ns5pkd3.1
title: IGEV-Lite Stereo Matching and Pavement-Distress Quantification Code Repository

description: This dataset contains the complete implementation accompanying the manuscript “Real-time stereo reconstruction and geometric quantification of pavement distress with a variable-baseline platform.” It has been prepared to ensure full reproducibility of all algorithmic, geometric, and quantification results reported in the study.
The repository provides a structured and deployment-ready implementation of the proposed IGEV-Lite framework, including the lightweight stereo matching network, the variable-baseline stereo acquisition model, and the plane-referenced quantification pipeline. All modules are arranged to reflect the code dependencies used in the original experiments.
DOI: 10.17632/sb4y8jv23m
title: Dietary lipids synergistically enhance PAH bioavailability and intestinal toxicity: Mechanistic insights from a Caco-2 model

description: all raw data & statistical; 
raw CLSM images and ROS relative fluorescence intensity of BaP and BbF exposed to different carriers
DOI: 10.17632/sb4y8jv23m.1
title: Dietary lipids synergistically enhance PAH bioavailability and intestinal toxicity: Mechanistic insights from a Caco-2 model

description: all raw data & statistical; 
raw CLSM images and ROS relative fluorescence intensity of BaP and BbF exposed to different carriers
DOI: 10.17632/xh2d3cxggx
title: Jizan CO2 mineralization pilot in Saudi Arabia

description: This repository contains data from the Jizan pilot study demonstrating the feasibility of mineral carbon storage in the basalts of the Jizan region. The project achieved subsurface carbon mineralization by injecting water-dissolved CO₂, a method that enhances safety and efficiency by creating a dense, non-buoyant fluid and accelerating the reactivity of the host rock.

Key operational highlights:
- A closed-loop water circuit between an injection well and a production well (Mar 2023 - Apr 2024).
- Continuous CO₂ injection (May-July 2023) delivered 131 tons of CO₂.
- Tracer tests revealed a dual-porosity subsurface with fast fracture flow and a slower matrix.

Evidence for mineralization:
- A significant drop in dissolved carbon, alongside rising cation levels, indicates subsurface carbonation reactions.
- Carbonate minerals found on a recovered pump were isotopically linked to the injected CO₂.
- Conservative tracer analysis confirms ~70% of injected CO₂ was mineralized within ten months.
DOI: 10.17632/xh2d3cxggx.2
title: Jizan CO2 mineralization pilot in Saudi Arabia

description: This repository contains data from the Jizan pilot study demonstrating the feasibility of mineral carbon storage in the basalts of the Jizan region. The project achieved subsurface carbon mineralization by injecting water-dissolved CO₂, a method that enhances safety and efficiency by creating a dense, non-buoyant fluid and accelerating the reactivity of the host rock.

Key operational highlights:
- A closed-loop water circuit between an injection well and a production well (Mar 2023 - Apr 2024).
- Continuous CO₂ injection (May-July 2023) delivered 131 tons of CO₂.
- Tracer tests revealed a dual-porosity subsurface with fast fracture flow and a slower matrix.

Evidence for mineralization:
- A significant drop in dissolved carbon, alongside rising cation levels, indicates subsurface carbonation reactions.
- Carbonate minerals found on a recovered pump were isotopically linked to the injected CO₂.
- Conservative tracer analysis confirms ~70% of injected CO₂ was mineralized within ten months.
DOI: 10.17632/tnp2t8pgxf
title: Research data

description: This dataset contains measurements of mean water-stable aggregate size distribution, aggregate stability indices, plant root trait parameters, and basic soil physicochemical properties in the 0–30 cm soil layer under different plant treatments and erosion conditions. The data were collected to evaluate how vegetation type and erosion-induced soil degradation influence soil structural stability, root development, and fundamental soil properties in Mollisols.
DOI: 10.17632/tnp2t8pgxf.1
title: Research data

description: This dataset contains measurements of mean water-stable aggregate size distribution, aggregate stability indices, plant root trait parameters, and basic soil physicochemical properties in the 0–30 cm soil layer under different plant treatments and erosion conditions. The data were collected to evaluate how vegetation type and erosion-induced soil degradation influence soil structural stability, root development, and fundamental soil properties in Mollisols.
DOI: 10.15468/dl.8kh2yb
title: Occurrence Download

description: A dataset containing 15863216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Coleoptera)",
 "TaxonomicStatus is one of (Accepted, Synonym)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is greater than 1980",
 "CoordinateUncertaintyInMeters is less than or equal to 18520"
 ]
}

 The dataset includes 15863216 records from 3800 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039398-251025141854904/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.29195333.v1
title: genome assembly and annotation file

description: genome assembly and annotation file
DOI: 10.15468/dl.bkpsyx
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Indonesia",
 "Geometry POLYGON((108.907 -1.20614,111.12571 -1.20614,111.12571 1.21302,108.907 1.21302,108.907 -1.20614))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, CR, VU, NT)",
 "OccurrenceStatus is Present",
 "Year 2006-2025"
 ]
}

 The dataset includes 217 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006452-250515123054153/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.29097242
title: Bhopal children Data Set

description: This dataset supports a cross-sectional study examining the impact of neighborhood green space accessibility, park-based physical activity, dietary behavior, and sociodemographic factors on childhood obesity in Bhopal, India. Data were collected from 386 school-aged children (aged 9–14 years) across diverse income groups using structured questionnaires and GIS-based spatial analysis. Variables include BMI, distance to green spaces, frequency and intensity of park visits (including MET-based scoring), and detailed dietary behavior responses. The dataset facilitates urban health research and supports planning interventions aimed at combating childhood obesity in rapidly urbanizing Indian cities.