cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14006138.v2
title: Speedtest (Download Performance) vs NBN (Technology Maps)

description: This dataset merges two public datasets:- Speedtest network performance data for Australia (Q3, 2020), as loaded to AURIN geo-analysis platform (88,000 approx locations)- NBN mapping of Technology data (inc FTTN, FTTP, FTTC, FTTB, HFC, Wireless, Satellite); complete map of Australia, colour-coded by technology, in WMS or KML format. KML format used in this instance.<br>to produce an intersection datasets (Result: 319337 rows × 26 columns), including: <br>- data includes LocID, download speed, nbn tech, lat, Lon, SA2, SA3, SA4 (see ABS link below).But many techs in one Speedtest block (600m^2) so have to untangle.- a ten line sample (CSV) included.- see image as provided by AURIN - QGIS.png.<br>** METHOD: Advice from AURIN:<br>In order to join these two maps, you will need to perform a spatial join based on the two layers. It is possible to do this with geopandas.sjoin(), which by default performs an intersection join - that is, any portion of a matching polygon from the second layer is considered a match to join on. More information about spatial predicates is here in case you're looking for a different spatial relationship.<br>In this link, I've supplied a notebook (OoklaNBN-AURIN.ipynb) that collects the datasets from the AURIN API and data.gov.au, combines the several KML NBN layers into one, and joins them with the Ookla 2020 Q3 dataset. In order to use it, you will first need to input your AURIN API credentials into the first cell.<br>The spatial join occurs in the final notebook cell and writes its output to a geopackage (OoklaNBN.gpkg) which I've included also, as the script can take some time to run. You will notice that each Ookla cell now may be represented by many records, this is due to there being more than one overlapping NBN technology polygon. As one Ookla grid can cover many technology zones, aggregating these may be useful depending on how you approach your analysis.Regards AURIN.<br>The authors acknowledge the facilities and scientific and technical assistance of the NCRIS-enabled Australian Urban Research Infrastructure Network (AURIN)”Thanks Evan Thomas, AURIN - ORCiD: https://orcid.org/0000-0001-7564-4116<br>*** Preliminary Analysis1. Count of Tech TypeTech countFibre to the Basement (vectored or non-vectored) 14147Satellite 15946Fixed Wireless 23663Fibre to the Curb 36843Hybrid Fibre Coaxial (HFC) 41175Fibre to the Premises 93732Fibre to the Node 93831<br><br>2. Mean of Tech TypeNBN Tech Type Aus mean(mbps)Satellite 48.1674 Fixed Wireless 49.1477 Fibre to the Node 75.1639 Fibre to the Premises 83.71 Fibre to the Curb 86.8433 Hybrid Fibre Coaxial (HFC) 87.1248 Fibre to the Basement (vectored or non-vectored) 116.324<br>*** Licence;Speedtest licence (at AWS data licence) is "CC BY-NC-SA 4.0", so use of this data must be:- non-commercial (NC)- reuse must be share-alike (SA)(add same licence).This restricts the standard CC-BY Figshare licence.<br>
DOI: 10.20351/29he20060516
title: IMPULS Cruise, RV Hespérides

description: IMPULS Cruise (29HE20060516) carried out on the Research Vessel Hespérides in 2006
DOI: 10.6084/m9.figshare.14034728
title: Supplementary Material for: Gastric Cancer Microbiome

description: Identifying a microbiome pattern in gastric cancer (GC) is hugely debatable due to the variation resulting from the diversity of the studied populations, clinical scenarios, and metagenomic approach. <i>H. pylori</i> remains the main microorganism impacting gastric carcinogenesis and seems necessary for the initial steps of the process. Nevertheless, an additional non-<i>H. pylori</i> microbiome pattern is also described, mainly at the final steps of the carcinogenesis. Unfortunately, most of the presented results are not reproducible, and there are no consensual candidates to share the <i>H. pylori</i> protagonists. Limitations to reach a consistent interpretation of metagenomic data include contamination along every step of the process, which might cause relevant misinterpretations. In addition, the functional consequences of an altered microbiome might be addressed. Aiming to minimize methodological bias and limitations due to small sample size and the lack of standardization of bioinformatics assessment and interpretation, we carried out a comprehensive analysis of the publicly available metagenomic data from various conditions relevant to gastric carcinogenesis. Mainly, instead of just analyzing the results of each available publication, a new approach was launched, allowing the comprehensive analysis of the total sample amount, aiming to produce a reliable interpretation due to using a significant number of samples, from different origins, in a standard protocol. Among the main results, <i>Helicobacter</i> and <i>Prevotella</i> figured in the “top 6” genera of every group. <i>Helicobacter</i> was the first one in chronic gastritis (CG), gastric cancer (GC), and adjacent (ADJ) groups, while <i>Prevotella</i> was the leader among healthy control (HC) samples. Groups of bacteria are differently abundant in each clinical situation, and bacterial metabolic pathways also diverge along the carcinogenesis cascade. This information may support future microbiome interventions aiming to face the carcinogenesis process and/or reduce GC risk.
DOI: 10.6084/m9.figshare.14034728.v1
title: Supplementary Material for: Gastric Cancer Microbiome

description: Identifying a microbiome pattern in gastric cancer (GC) is hugely debatable due to the variation resulting from the diversity of the studied populations, clinical scenarios, and metagenomic approach. <i>H. pylori</i> remains the main microorganism impacting gastric carcinogenesis and seems necessary for the initial steps of the process. Nevertheless, an additional non-<i>H. pylori</i> microbiome pattern is also described, mainly at the final steps of the carcinogenesis. Unfortunately, most of the presented results are not reproducible, and there are no consensual candidates to share the <i>H. pylori</i> protagonists. Limitations to reach a consistent interpretation of metagenomic data include contamination along every step of the process, which might cause relevant misinterpretations. In addition, the functional consequences of an altered microbiome might be addressed. Aiming to minimize methodological bias and limitations due to small sample size and the lack of standardization of bioinformatics assessment and interpretation, we carried out a comprehensive analysis of the publicly available metagenomic data from various conditions relevant to gastric carcinogenesis. Mainly, instead of just analyzing the results of each available publication, a new approach was launched, allowing the comprehensive analysis of the total sample amount, aiming to produce a reliable interpretation due to using a significant number of samples, from different origins, in a standard protocol. Among the main results, <i>Helicobacter</i> and <i>Prevotella</i> figured in the “top 6” genera of every group. <i>Helicobacter</i> was the first one in chronic gastritis (CG), gastric cancer (GC), and adjacent (ADJ) groups, while <i>Prevotella</i> was the leader among healthy control (HC) samples. Groups of bacteria are differently abundant in each clinical situation, and bacterial metabolic pathways also diverge along the carcinogenesis cascade. This information may support future microbiome interventions aiming to face the carcinogenesis process and/or reduce GC risk.
DOI: 10.20351/29he20031105
title: GIBRALTAR Cruise, RV Hespérides

description: GIBRALTAR Cruise (29HE20031105) carried out on the Research Vessel Hespérides in 2003
DOI: 10.20351/29he20060115
title: BENTART-06 Cruise, RV Hespérides

description: BENTART-06 Cruise (29HE20060115) carried out on the Research Vessel Hespérides in 2006
DOI: 10.6084/m9.figshare.14034772
title: Dataset 1. Fuxianhuiids are mandibulates and share affinities with total-group Myriapoda

description: Dataset 1. MrBayes file containing the matrix of 111 taxa and 276 characters as well as the parameters used for the phylogenetic analysis.
DOI: 10.6084/m9.figshare.14034772.v1
title: Dataset 1. Fuxianhuiids are mandibulates and share affinities with total-group Myriapoda

description: Dataset 1. MrBayes file containing the matrix of 111 taxa and 276 characters as well as the parameters used for the phylogenetic analysis.
DOI: 10.48480/egcs-t204
title: Nationales Monitoring biogener Reststoffe, Nebenprodukte und Abfälle in Deutschland Teil 2 : Rohstoffeigenschaften und Konversionsfaktoren
DOI: 10.20351/29he20060531
title: SWIM Cruise, RV Hespérides

description: SWIM Cruise (29HE20060531) carried out on the Research Vessel Hespérides in 2006
DOI: 10.20351/29he20060915
title: ZEE-2006 Cruise, RV Hespérides

description: ZEE-2006 Cruise (29HE20060915) carried out on the Research Vessel Hespérides in 2006
DOI: 10.20351/29he20060429
title: MARSIBAL-06 Cruise, RV Hespérides

description: MARSIBAL-06 Cruise (29HE20060429) carried out on the Research Vessel Hespérides in 2006
DOI: 10.25919/epxh-yd44
title: Parkes observations for project P1041 semester 2020OCTS_03

description: We propose to start a long-term timing campaign of millisecond pulsars (MSPs) discovered in the Globular Cluster Omega Centauri. So far, we have discovered seven MSPs and obtained coherent timing solutions for five of them. Monthly observations with the Parkes Ultra-Wideband Low (UWL) receiver system are requested to time known pulsars and search for new pulsars. Long-term timing and polarisation observations of these MSPs will provide us a new way to (1) study the dynamics of the core and constrain the existence of any intermediate-mass black holes; (2) reveal the origin of Gamma-ray emission from the core and put stringent constraints on dark matter parameters; (3) study the ionised medium and magnetic fields in the cluster core.
DOI: 10.20351/29he20061011
title: CARPOS Cruise, RV Hespérides

description: CARPOS Cruise (29HE20061011) carried out on the Research Vessel Hespérides in 2006
DOI: 10.20351/29he20060102
title: ECOQUIM Cruise, RV Hespérides

description: ECOQUIM Cruise (29HE20060102) carried out on the Research Vessel Hespérides in 2006
DOI: 10.5281/zenodo.4541024
title: Changes in source-specific black carbon aerosol and the induced radiative effects due to COVID-19 lockdown

description: The impacts of anthropogenic emissions on the reduction of source-specific equivalent black carbon (eBC) aerosol and their direct radiative effects (DREs) were investigated during the lockdown of coronavirus outbreak in a megacity of China in 2020. Five eBC sources were identified by a newly developed hybrid environmental receptor model. Results showed that biomass burning, traffic-related emissions, and coal combustion were the dominant contributors to eBC. The generalized addictive model indicated that the reduction of traffic-related eBC during the lockdown was entirely attributed to the decrease of emission. The decreased biomass-burning activities and favorable meteorological factors are both important drivers for the biomass-burning eBC reduction during the lockdown. A radiative transfer model showed that the eBC DRE efficiency of biomass burning was the strongest, followed by coal combustion and traffic-related emissions. This study highlights that aggressive reduction in the consumption of residential solid fuels would be effective on climate change mitigation.
DOI: 10.5281/zenodo.4541023
title: Changes in source-specific black carbon aerosol and the induced radiative effects due to COVID-19 lockdown

description: The impacts of anthropogenic emissions on the reduction of source-specific equivalent black carbon (eBC) aerosol and their direct radiative effects (DREs) were investigated during the lockdown of coronavirus outbreak in a megacity of China in 2020. Five eBC sources were identified by a newly developed hybrid environmental receptor model. Results showed that biomass burning, traffic-related emissions, and coal combustion were the dominant contributors to eBC. The generalized addictive model indicated that the reduction of traffic-related eBC during the lockdown was entirely attributed to the decrease of emission. The decreased biomass-burning activities and favorable meteorological factors are both important drivers for the biomass-burning eBC reduction during the lockdown. A radiative transfer model showed that the eBC DRE efficiency of biomass burning was the strongest, followed by coal combustion and traffic-related emissions. This study highlights that aggressive reduction in the consumption of residential solid fuels would be effective on climate change mitigation.
DOI: 10.20351/29he20061207
title: MARSIBAL-06 Cruise, RV Hespérides

description: MARSIBAL-06 Cruise (29HE20061207) carried out on the Research Vessel Hespérides in 2006
DOI: 10.6084/m9.figshare.13177022
title: Metadata record for: GDIS, a global dataset of geocoded disaster locations

description: This dataset contains key characteristics about the data described in the Data Descriptor GDIS, a global dataset of geocoded disaster locations. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.6084/m9.figshare.13177022.v1
title: Metadata record for: GDIS, a global dataset of geocoded disaster locations

description: This dataset contains key characteristics about the data described in the Data Descriptor GDIS, a global dataset of geocoded disaster locations. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.20351/29he20071116
title: TRYNITOP-1 Cruise, RV Hespérides

description: TRYNITOP-1 Cruise (29HE20071116) carried out on the Research Vessel Hespérides in 2007
DOI: 10.6084/m9.figshare.13560560
title: Metadata record for: Tropical cyclone simulations over Bangladesh at convection permitting 4.4 km & 1.5 km resolution

description: This dataset contains key characteristics about the data described in the Data Descriptor Tropical cyclone simulations over Bangladesh at convection permitting 4.4 km & 1.5 km resolution. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.6084/m9.figshare.13560560.v1
title: Metadata record for: Tropical cyclone simulations over Bangladesh at convection permitting 4.4 km & 1.5 km resolution

description: This dataset contains key characteristics about the data described in the Data Descriptor Tropical cyclone simulations over Bangladesh at convection permitting 4.4 km & 1.5 km resolution. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.20351/29he20070904
title: ZEE-2007 Cruise, RV Hespérides

description: ZEE-2007 Cruise (29HE20070904) carried out on the Research Vessel Hespérides in 2007
DOI: 10.20351/29he20071006
title: EUROLEON Cruise, RV Hespérides

description: EUROLEON Cruise (29HE20071006) carried out on the Research Vessel Hespérides in 2007
DOI: 10.6084/m9.figshare.13625828
title: Metadata record for: A database of high-density surface electromyogram signals comprising 65 isometric hand gestures

description: This dataset contains key characteristics about the data described in the Data Descriptor A database of high-density surface electromyogram signals comprising 65 isometric hand gestures. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.5281/zenodo.4541063
title: Pleistocene aridification of the Eastern Taurides, Turkey revealed by (U-Th)/He ages of supergene mineralisation in Attepe iron deposits.

description: These files contain all data used in the manuscript 'Pleistocene aridification of the Eastern Taurides, Turkey revealed by (U-Th)/He ages of supergene mineralisation in Attepe iron deposits' submitted to AGU journal Tectonics in February of 2021.
DOI: 10.5281/zenodo.4541062
title: Pleistocene aridification of the Eastern Taurides, Turkey revealed by (U-Th)/He ages of supergene mineralisation in Attepe iron deposits.

description: These files contain all data used in the manuscript 'Pleistocene aridification of the Eastern Taurides, Turkey revealed by (U-Th)/He ages of supergene mineralisation in Attepe iron deposits' submitted to AGU journal Tectonics in February of 2021.
DOI: 10.6084/m9.figshare.14034791
title: Effect of Knowledge Differentiation and State Space Partitioning on Subjective Probability Estimation

description: This dataset was used to conduct the study with the title "Effect of Knowledge Differentiation and State Space Partitioning on Subjective Probability Estimation" <br>
DOI: 10.6084/m9.figshare.14034791.v1
title: Effect of Knowledge Differentiation and State Space Partitioning on Subjective Probability Estimation

description: This dataset was used to conduct the study with the title "Effect of Knowledge Differentiation and State Space Partitioning on Subjective Probability Estimation" <br>
DOI: 10.5281/zenodo.4541064
title: Dataset relative to article "Sensitivity and specificity of a commercial ELISA test for anti-MAG antibodies in patients with neuropathy"

description: This record contains data related to article “Sensitivity and specificity of a commercial ELISA test for anti-MAG antibodies in patients with neuropathy". Abstract For the diagnosis of anti-MAG polyneuropathy the commercial ELISA manufacturer currently recommends a cut-off of 1000 Bühlmann Titer Units (BTU). We analyzed sera from 80 anti-MAG neuropathy patients and 383 controls (with other neuropathies or healthy controls) to assess the ELISA sensitivity and specificity at different thresholds. A better combination of sensitivity/specificity was found at a threshold &gt;1500 BTU than at &gt;1000 BTU. The best value of specificity was obtained at threshold &gt;7000 BTU. There was a diagnostic grey area between 1500 and 7000 BTU in which the clinical phenotypes as well as electrophysiological studies need to be carefully assessed particularly to differentiate CIDP and anti-MAG neuropathy.
DOI: 10.5281/zenodo.4539924
title: Dataset relative to article "Sensitivity and specificity of a commercial ELISA test for anti-MAG antibodies in patients with neuropathy"

description: This record contains data related to article “Sensitivity and specificity of a commercial ELISA test for anti-MAG antibodies in patients with neuropathy". Abstract For the diagnosis of anti-MAG polyneuropathy the commercial ELISA manufacturer currently recommends a cut-off of 1000 Bühlmann Titer Units (BTU). We analyzed sera from 80 anti-MAG neuropathy patients and 383 controls (with other neuropathies or healthy controls) to assess the ELISA sensitivity and specificity at different thresholds. A better combination of sensitivity/specificity was found at a threshold &gt;1500 BTU than at &gt;1000 BTU. The best value of specificity was obtained at threshold &gt;7000 BTU. There was a diagnostic grey area between 1500 and 7000 BTU in which the clinical phenotypes as well as electrophysiological studies need to be carefully assessed particularly to differentiate CIDP and anti-MAG neuropathy.
DOI: 10.20351/29he20070201
title: RODA-II Cruise, RV Hespérides

description: RODA-II Cruise (29HE20070201) carried out on the Research Vessel Hespérides in 2007
DOI: 10.15129/1939aa0b-d409-4f6f-b844-a0c7865c0a03
title: Data for: "VCSELs for fast neuromorphic photonic systems operating at GHz rates"

description: Dataset for the OFC20 contribution, containing experimentally recorded laser intensity timetraces and file with metadata.
DOI: 10.20351/29he20070627
title: ATOS-1 Cruise, RV Hespérides

description: ATOS-1 Cruise (29HE20070627) carried out on the Research Vessel Hespérides in 2007
DOI: 10.6084/m9.figshare.13259888
title: MAVEN/IUVS data

description: This includes data from the IUVS instrument onboard MAVEN.<br>Each product consists on a png file and a json file with the same name. All these products are made by combining different swatchs from IUVS taken in the same IUVS apocenter. The number of the orbit is in the name of each product. Source products are available in NASA (United States Space Administration) PDS (Planetary Data System).<br>All this data is in cilindrical projection.<br><br>The json files contain metadata related to each product, the metadata is:PRNAME: Product namePR_CORNERS: Coordinates for the top left and bottom right corners.PR_WIDTH: Width of the map of Mars in this projection in pixels (i.e., not the width of the image, as it does not cover the whole range of longitudes).SRC_PRS: List of source products as available in NASA PDS.<br>TIME: Mean timestamp for the product. Take into account that the source files might be separated by several minutes.<br><br><br>
DOI: 10.5281/zenodo.4541006
title: Dataset from Porta A, Fantinato A, Bari V, Gelpi F, Cairo B, De Maria B, Bertoldo EG, Fiolo V, Callus E, De Vincentiis C, Volpe M, Molfetta R, Ranucci M. Evaluation of the impact of surgical aortic valve replacement on short-term cardiovascular and cerebrovascular controls through spontaneous variability analysis. PLoS One. 2020 Dec 10;15(12):e0243869. doi: 10.1371/journal.pone.0243869. PMID: 33301491; PMCID: PMC7728248.

description: Dataset from the article Porta A, Fantinato A, Bari V, Gelpi F, Cairo B, De Maria B, Bertoldo EG, Fiolo V, Callus E, De Vincentiis C, Volpe M, Molfetta R, Ranucci M. Evaluation of the impact of surgical aortic valve replacement on short-term cardiovascular and cerebrovascular controls through spontaneous variability analysis. PLoS One. 2020 Dec 10;15(12):e0243869. doi: 10.1371/journal.pone.0243869. PMID: 33301491; PMCID: PMC7728248. <strong>Abstract </strong> We assessed the effect of surgical aortic valve replacement (SAVR) on cardiovascular and cerebrovascular controls via spontaneous variability analyses of heart period, approximated as the temporal distance between two consecutive R-wave peaks on the electrocardiogram (RR), systolic, diastolic and mean arterial pressure (SAP, DAP and MAP) and mean cerebral blood flow (MCBF). Powers in specific frequency bands, complexity, presence of nonlinear dynamics and markers of cardiac baroreflex and cerebral autoregulation were calculated. Variability series were acquired before (PRE) and after (POST) SAVR in 11 patients (age: 76±5 yrs, 7 males) at supine resting and during active standing. Parametric spectral analysis was performed based on the autoregressive model. Complexity was assessed via a local nonlinear prediction approach exploiting the k-nearest-neighbor strategy. The presence of nonlinear dynamics was checked by comparing the complexity marker computed over the original series with the distribution of the same index assessed over a set of surrogates preserving distribution and power spectral density of the original series. Cardiac baroreflex and cerebral autoregulation were estimated by assessing the transfer function from SAP to RR and from MAP to MCBF and squared coherence function via the bivariate autoregressive approach. We found that: i) orthostatic challenge had no effect on cardiovascular and cerebrovascular control markers in PRE; ii) RR variance was significantly reduced in POST; iii) complexity of SAP, DAP and MAP variabilities increased in POST with a greater likelihood of observing nonlinear dynamics over SAP compared to PRE at supine resting; iv) the amplitude of MCBF variations and MCBF complexity in POST remained similar to PRE; v) cardiac baroreflex sensitivity decreased in POST, while cerebrovascular autoregulation was preserved. SAVR induces important changes of cardiac and vascular autonomic controls and baroreflex regulation in patients exhibiting poor reactivity of cardiovascular regulatory mechanisms, while cerebrovascular autoregulation seems to be less affected.