cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jbx98yscmd.3
title: System for Rapid Analysis of Ionospheric Dynamics Based on GNSS TEC Signals

description: System for Rapid Analysis of Ionospheric Dynamics based on GNSS TEC Signals (S-RAID) performs downloading, parsing, and processing of Global Navigation Satellite System (GNSS) signal measurements and their geometry of observations, calculation of slant and vertical total electron contents (sTEC and vTEC) and subsequent visualization for selected band-passes of fluctuations with periods shorter than two hours. In a routine operation, the System processes 15/30 sec GNSS signal measurements over Continental United States (CONUS) from ~2700 stations. Raw GNSS signal measurements are collected from public archives, including The Crustal Dynamics Data Information System (CDDIS), EarthScope/UNAVCO, National Oceanic and Atmospheric Administration (NOAA), and Scripps Institution of Oceanography's Orbit and Permanent Array Center (SOPAC). The System is oriented towards rapid access to GNSS sTEC/vTEC data for the investigation of traveling ionospheric disturbances (TIDs) of various nature, from large scale TIDs to irregularities of ~10s of km and minutes of periods, in particular those driven by atmospheric acoustic and gravity wave dynamics. The details of data processing methodology are provided in the manuscript (1).

Currently, this archive provides an access to high-resolution visualization of processed vTEC mapped over CONUS for years 01/2017-12/2025 (Version 3 to the left - includes full archive).

The structure of the archive:
/YYYY/MM/DD/animation.mp4, where YYYY - year, MM - month, DD - day of month, animation.mp4 - temporally evolving visualization of processed vTEC (see Steps to Reproduce for the details of data processing methodology).

To reference the archive or the methodology for data processing, we suggest to:
(1) Cite the manuscript: Inchin, P. A., Deshpande, K. B., Egan, S., Lay, E. H., Obenberger, K. S., Zettergren, M. D., & Snively, J. B. (2025). Ionospheric disturbances in GNSS TEC data: SpaceX Falcon 9 deorbit maneuvers over CONUS in April–May 2024. Geophysical Research Letters, 52, e2024GL112364. https://doi.org/10.1029/2024GL112364
(2) Cite this archive by its DOI: 10.17632/jbx98yscmd.1, and/or

Being processed in an automated regime, the visualizations may contain errors and bugs and thus should be used with caution as is. If you encounter any issues or wish to obtain data for animation replication, contact P.A. Inchin pinchin@cpi.com, J.B. Snively snivelyj@erau.edu or M.D. Zettergren zettergm@erau.edu.

Research is supported by DARPA Cooperative Agreement HR00112120003. This work is approved for public release; distribution is unlimited. The content of the information does not necessarily reflect the position or the policy of the Government, and no official endorsement should be inferred.
DOI: 10.17863/cam.125125
title: Research Data supporting "NodoMap: a spatio-cellular map of the mouse nodose ganglia"

description: Single-cell and spatial data objects in Seurat/RDS format. See the uploaded README file for a detailed description of the data and how to use the files.
DOI: 10.5281/zenodo.18347615
title: Dataset used in the publication entitled "Assessment of Errors of Fundamental Frequency Estimation Methods in the Presence of Voltage Fluctuations and Distortions"

description: The collected files contain the results of studies on frequency estimation errors by individual methods (IEC method applied for a 200ms window, Hilbert transform-based method, autocorrelation-based method, modified ESPRIT method) in subsequent measurement windows within a 10-second generated signal. Signal parameters are summarized along with the results, where their description is presented in the README file. The results of research are presented and discussed in the publication: Bracale A., De Falco P., Kuwałek P., Wiczyński G., "Assessment of Errors of Fundamental Frequency Estimation Methods in the Presence of Voltage Fluctuations and Distortions". The research results are part of work carried out as part of the project entitled "Proper metrological verification of smart energy meters" financed by the National Science Centre – 2024/55/D/ST7/00441.
description: This research was funded in whole or in part by National Science Centre, Poland – 2024/55/D/ST7/00441. For the purpose of Open Access, the author has applied a CC BY public copyright licence to any Author Accepted Manuscript (AAM) version arising from this submission.
DOI: 10.5281/zenodo.18347616
title: Dataset used in the publication entitled "Assessment of Errors of Fundamental Frequency Estimation Methods in the Presence of Voltage Fluctuations and Distortions"

description: The collected files contain the results of studies on frequency estimation errors by individual methods (IEC method applied for a 200ms window, Hilbert transform-based method, autocorrelation-based method, modified ESPRIT method) in subsequent measurement windows within a 10-second generated signal. Signal parameters are summarized along with the results, where their description is presented in the README file. The results of research are presented and discussed in the publication: Bracale A., De Falco P., Kuwałek P., Wiczyński G., "Assessment of Errors of Fundamental Frequency Estimation Methods in the Presence of Voltage Fluctuations and Distortions". The research results are part of work carried out as part of the project entitled "Proper metrological verification of smart energy meters" financed by the National Science Centre – 2024/55/D/ST7/00441.
description: This research was funded in whole or in part by National Science Centre, Poland – 2024/55/D/ST7/00441. For the purpose of Open Access, the author has applied a CC BY public copyright licence to any Author Accepted Manuscript (AAM) version arising from this submission.
DOI: 10.15468/dl.g9zqgg
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Setaria parviflora",
 "Year 1960-2010"
 ]
}

 The dataset includes 52 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007199-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e244587
title: Multiple Taxes and alternative Forms of FDI: Evidence from Cross-Border Acquisitions

description: This paper explores the role of tax instruments in affecting foreign direct
investment (FDI), paying particular attention on their effect on two forms of FDI
strategy, ‘horizontal’ and ‘vertical’. Applying a decomposition of FDI strategies to
the universe of cross-border mergers (the dominant form of FDI) over the period
1999–2010, it emerges that taxes have a much more nuanced effect on FDI than frequently suggested; while corporate taxes affect FDI negatively, the tax elasticity varies
depending on the FDI strategy (with vertical FDI being in general more responsive),
the exact measure of taxation, and international tax considerations (double taxation,
withholding taxes). Sales taxes also affect FDI, but only horizontally.
DOI: 10.3886/e244587v2
title: Multiple Taxes and alternative Forms of FDI: Evidence from Cross-Border Acquisitions

description: This paper explores the role of tax instruments in affecting foreign direct
investment (FDI), paying particular attention on their effect on two forms of FDI
strategy, ‘horizontal’ and ‘vertical’. Applying a decomposition of FDI strategies to
the universe of cross-border mergers (the dominant form of FDI) over the period
1999–2010, it emerges that taxes have a much more nuanced effect on FDI than frequently suggested; while corporate taxes affect FDI negatively, the tax elasticity varies
depending on the FDI strategy (with vertical FDI being in general more responsive),
the exact measure of taxation, and international tax considerations (double taxation,
withholding taxes). Sales taxes also affect FDI, but only horizontally.
DOI: 10.15468/dl.anwhyc
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.16622700000001 23.34445, 89.089743 23.338873, 89.01515999999999 23.322281, 88.944333 23.295087, 88.879019 23.257966, 88.82083299999999 23.21184, 88.77121099999999 23.157853, 88.731373 23.097343, 88.70229 23.031807, 88.684665 22.962865, 88.678915 22.892218, 88.685163 22.821607, 88.703238 22.75277, 88.732677 22.687396, 88.772745 22.627091, 88.822445 22.573331, 88.88055199999999 22.527431, 88.945638 22.490515, 89.016108 22.463483, 89.09024100000001 22.446995, 89.16622700000001 22.441454, 89.24221300000001 22.446995, 89.316346 22.463483, 89.386816 22.490515, 89.451902 22.527431, 89.510009 22.573331, 89.559709 22.627091, 89.599777 22.687396, 89.629216 22.75277, 89.647291 22.821607, 89.65353899999999 22.892218, 89.647789 22.962865, 89.63016399999999 23.031807, 89.60108099999999 23.097343, 89.561243 23.157853, 89.51162100000001 23.21184, 89.453435 23.257966, 89.388121 23.295087, 89.317294 23.322281, 89.242711 23.338873, 89.16622700000001 23.34445))"},{"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 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007203-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18349860
title: Selection data from the article "Human-Computer Integration: A Systematic Mapping Study"

description: This document keeps a record of the selection process of studies for the article "Human-Computer Integration: A Systematic Mapping Study".
DOI: 10.7910/dvn/wkt0bs
title: Instrumentos de recolección de datos

description: Archivos de los instrumentos utilizados en la investigación.
DOI: 10.15468/dl.98tpye
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trimenia moorei",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 253 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007204-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24435/materialscloud:sq-hq
title: A first-principles study of bcc chromium beyond the generalized gradient approximation (GGA)

description: The study of magnetism in transition metals is a cornerstone in understanding complex electronic and magnetic interactions in condensed matter systems. Among transition metal elements, body-centered cubic (bcc) chromium stands out because of its spin-density wave (SDW) ground state, posing a long-standing challenge for density functional theory (DFT). Conventional functionals, such as the generalized-gradient approximation (GGA) and the local-density approximation (LDA), fail to predict this experimentally observed incommensurate SDW as the ground state. In this study, we present a comprehensive DFT analysis of bcc Cr employing GGA and a variety of meta-GGA functionals. We evaluated total energies, structural parameters, and magnetic properties across a wide range of SDW wave vectors. Our results show that all meta-GGA functionals overestimate the local magnetic moments and enhance the nodal magnetic frustration, destabilizing the SDW state relative to the commensurate antiferromagnetic (AF) configuration. Tao-Perdew-Staroverov-Scuseria (TPSS) yields results closest to those of the GGA, thus providing the most adequate description of bcc Cr among the meta-GGA functionals. These results emphasize the need for the further development of non-local or hybrid functionals tailored for complex magnetic systems.
DOI: 10.24435/materialscloud:sv-fm
title: A first-principles study of bcc chromium beyond the generalized gradient approximation (GGA)

description: The study of magnetism in transition metals is a cornerstone in understanding complex electronic and magnetic interactions in condensed matter systems. Among transition metal elements, body-centered cubic (bcc) chromium stands out because of its spin-density wave (SDW) ground state, posing a long-standing challenge for density functional theory (DFT). Conventional functionals, such as the generalized-gradient approximation (GGA) and the local-density approximation (LDA), fail to predict this experimentally observed incommensurate SDW as the ground state. In this study, we present a comprehensive DFT analysis of bcc Cr employing GGA and a variety of meta-GGA functionals. We evaluated total energies, structural parameters, and magnetic properties across a wide range of SDW wave vectors. Our results show that all meta-GGA functionals overestimate the local magnetic moments and enhance the nodal magnetic frustration, destabilizing the SDW state relative to the commensurate antiferromagnetic (AF) configuration. Tao-Perdew-Staroverov-Scuseria (TPSS) yields results closest to those of the GGA, thus providing the most adequate description of bcc Cr among the meta-GGA functionals. These results emphasize the need for the further development of non-local or hybrid functionals tailored for complex magnetic systems.
DOI: 10.15468/dl.fztjk5
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is RBINS Mollusc collection",
 "TaxonKey is Chilostoma cingulatum"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007205-260120142942310/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.25219757
title: <b>Slc7a11–ferritin axis licenses ferroptosis escape and fibrogenic fibroblast persistence in systemic sclerosis</b>

description: Here we demonstrate that the Slc7a11/xCT pathway, which represses iron-dependent cell death (ferroptosis) by preventing reactive oxygen species-mediated lipid peroxidation, is upregulated in dermal fibroblasts in SSc patients and in a mouse model of oxidative stress-induced skin fibrosis. We observe that deficiency or inhibition of Slc7a11 prevents fibrosis and collagen accumulation. We further show that SSc dermal fibroblasts counteract ferroptosis by reducing the intracellular Fe2+ pool through enhanced ferritin storage thereby reducing lipid ROS sensitivity and lipid peroxidation. In line, SSc patients had low plasma iron levels and transferrin saturation rates and their fibroblasts contained less labile Fe2+ and showed less lipid peroxidation compared to healthy fibroblasts.
DOI: 10.6084/m9.figshare.25219757.v1
title: Slc7a11/xCT mediated ferroptosis repression in dermal fibroblasts promotes cutaneous fibrosis

description: Here we demonstrate that the Slc7a11/xCT pathway, which represses iron-dependent cell death (ferroptosis) by preventing reactive oxygen species-mediated lipid peroxidation, is upregulated in dermal fibroblasts in SSc patients and in a mouse model of oxidative stress-induced skin fibrosis. We observe that deficiency or inhibition of Slc7a11 prevents fibrosis and collagen accumulation. We further show that SSc dermal fibroblasts counteract ferroptosis by reducing the intracellular Fe2+ pool through enhanced ferritin storage thereby reducing lipid ROS sensitivity and lipid peroxidation. In line, SSc patients had low plasma iron levels and transferrin saturation rates and their fibroblasts contained less labile Fe2+ and showed less lipid peroxidation compared to healthy fibroblasts.
DOI: 10.6084/m9.figshare.25219757.v2
title: <b>Slc7a11–ferritin axis licenses ferroptosis escape and fibrogenic fibroblast persistence in systemic sclerosis</b>

description: Here we demonstrate that the Slc7a11/xCT pathway, which represses iron-dependent cell death (ferroptosis) by preventing reactive oxygen species-mediated lipid peroxidation, is upregulated in dermal fibroblasts in SSc patients and in a mouse model of oxidative stress-induced skin fibrosis. We observe that deficiency or inhibition of Slc7a11 prevents fibrosis and collagen accumulation. We further show that SSc dermal fibroblasts counteract ferroptosis by reducing the intracellular Fe2+ pool through enhanced ferritin storage thereby reducing lipid ROS sensitivity and lipid peroxidation. In line, SSc patients had low plasma iron levels and transferrin saturation rates and their fibroblasts contained less labile Fe2+ and showed less lipid peroxidation compared to healthy fibroblasts.
DOI: 10.6084/m9.figshare.29859122
title: A benchmark dataset for the Anaesthetist Rostering Problem

description: A comprehensive benchmark dataset for the Anaesthetist Rostering Problem (ARP), comprising 30 synthetic instances across three complexity levels.<br>DATASET FEATURES:• 30 instances (10 small, 10 medium, 10 large)• 84-day planning horizon (3 months × 28 days)• 17 locations (7 monthly on-call + 10 weekly office/evening)• 14 hard constraints + 14 soft constraints• Bi-level optimization structure (monthly → weekly rostering)• Standardized CSV format<br>STAFF COMPOSITION:• Small: 12 permanent staff (8 Junior + 4 Senior)• Medium: 23 permanent staff (14 Junior + 9 Senior)• Large: 41 permanent staff (23 Junior + 18 Senior)<br>CRITICAL UPDATE:This version implements feasibility-aware instance generation to guarantee solvability:• Minimum CCT (Consultant Cardiothoracic) qualified staff: ≥ 3• Minimum SCT (Specialist Cardiothoracic) qualified staff: ≥ 2• 100% Stage 1 feasibility verified with IBM CPLEX 22.1.1 and Google OR-Tools CP-SAT<br>Previous versions (v1, v2) contained instances where insufficient cardiothoracic-qualified staff could cause solver infeasibility. The current version resolves this limitation.
DOI: 10.6084/m9.figshare.29859122.v8
title: A benchmark dataset for the Anaesthetist Rostering Problem

description: A comprehensive benchmark dataset for the Anaesthetist Rostering Problem (ARP), comprising 30 synthetic instances across three complexity levels.<br>DATASET FEATURES:• 30 instances (10 small, 10 medium, 10 large)• 84-day planning horizon (3 months × 28 days)• 17 locations (7 monthly on-call + 10 weekly office/evening)• 14 hard constraints + 14 soft constraints• Bi-level optimization structure (monthly → weekly rostering)• Standardized CSV format<br>STAFF COMPOSITION:• Small: 12 permanent staff (8 Junior + 4 Senior)• Medium: 23 permanent staff (14 Junior + 9 Senior)• Large: 41 permanent staff (23 Junior + 18 Senior)<br>CRITICAL UPDATE:This version implements feasibility-aware instance generation to guarantee solvability:• Minimum CCT (Consultant Cardiothoracic) qualified staff: ≥ 3• Minimum SCT (Specialist Cardiothoracic) qualified staff: ≥ 2• 100% Stage 1 feasibility verified with IBM CPLEX 22.1.1 and Google OR-Tools CP-SAT<br>Previous versions (v1, v2) contained instances where insufficient cardiothoracic-qualified staff could cause solver infeasibility. The current version resolves this limitation.
DOI: 10.6084/m9.figshare.29859122.v7
title: A benchmark dataset for the Anaesthetist Rostering Problem

description: A comprehensive benchmark dataset for the Anaesthetist Rostering Problem (ARP), comprising 30 synthetic instances across three complexity levels.<br> DATASET FEATURES: • 30 instances (10 small, 10 medium, 10 large) • 84-day planning horizon (3 months × 28 days) • 17 locations (7 monthly on-call + 10 weekly office/evening) • 14 hard constraints + 14 soft constraints • Bi-level optimization structure (monthly → weekly rostering) • Standardized CSV format<br> STAFF COMPOSITION: • Small: 12 permanent staff (8 Junior + 4 Senior) • Medium: 23 permanent staff (14 Junior + 9 Senior) • Large: 41 permanent staff (23 Junior + 18 Senior)<br> VERSION 3.0 (January 2025) - CRITICAL UPDATE: This version implements feasibility-aware instance generation to guarantee solvability: • Minimum CCT (Consultant Cardiothoracic) qualified staff: ≥ 3 • Minimum SCT (Specialist Cardiothoracic) qualified staff: ≥ 2 • 100% Stage 1 feasibility verified with IBM CPLEX 22.1.1 and Google OR-Tools CP-SAT • Generated with SyntheticGenerator v5.0<br> Previous versions (v1, v2) contained instances where insufficient cardiothoracic-qualified staff could cause solver infeasibility. Version 3.0 resolves this limitation.<br> RELATED PUBLICATION: Abdullah, N., Ayob, M., Lam, M.C., Sabar, N.R. (2025). Advancing anaesthetist rostering quality: A practical approach toward fairness and efficiency. IEEE Access, 13, 10286-10303.
DOI: 10.5281/zenodo.18349233
title: Data collected through COZYME initiative

description: Data collected as a result of the community effort through COZYME initiative. The dataset is a collection of 536 stability, solubility and activity measurements.
DOI: 10.82175/it-ioos/1wgy-sr19
title: GRANSEA-acoustics- one Third Octave

description: Derived Sound Pressure Level (SPL) in third-octave bands from 25 Hz to 12 kHz, for the period 01 August 2021, 00:09:10 to 22 October 2021, 18:32:38. Each csv file represents a minute-long .wav file, with rows presenting SPL per second. 
The acoustic data were collected continuously (here we present one minute every ten minutes) using a digital using a digital hydrophone (HF icListen, Ocean Sonics, Canada, https://oceansonics.com/), with a sensitivity of -168.8 dBV re 1 µPa, and processed using the PamGuide code in MATLAB (Merchant et al., 2015*)
Analysis specifications: window type: Hann; window length: 1 s; window overlap: 0%. Calibration parameters (Tech. specs): Hydrophone sensitivity: -168.8 dB re 1 V/µPa; Gain: 0 dB; ADC voltage range: 3 V peak. *Merchant, N.D., Fristrup, K.M., Johnson, M.P., Tyack, P.L., Witt, M.J., Blondel, P., Parks, S.E., 2015. Measuring acoustic habitats. Methods in Ecology and Evolution 6, 257–265. https://doi.org/10.1111/2041-210X.12330
DOI: 10.15468/dl.sew7tp
title: Occurrence Download

description: A dataset containing 1097234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((77.76601255263648 12.80151033839928, 76.64867313269889 12.800017777423015, 76.59051025878432 11.880456913408816, 77.989480436624 11.890941418795487, 77.76601255263648 12.80151033839928))",
 "Year is greater than or equal to 2021",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 {
 "not" : {
 "PublishingOrg" : [
 "is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1097234 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007157-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18349859
title: Support data to the article "Human-Computer Integration: A Systematic Mapping Study"

description: These documents keep a record of the selection and analysis processes of studies for the article "Human-Computer Integration: A Systematic Mapping Study".
DOI: 10.5281/zenodo.18350245
title: Support data to the article "Human-Computer Integration: A Systematic Mapping Study"

description: These documents keep a record of the selection and analysis processes of studies for the article "Human-Computer Integration: A Systematic Mapping Study".