cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5067/gnss/gnss_hourly_d_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second Hatanaka-compressed GNSS observation data
DOI: 10.5067/gnss/gnss_highrate_f_001
title: Ground-Based Global Navigation Satellite System (GNSS) High-rate (1-second) Beidou broadcast ephemeris data
DOI: 10.15468/dl.hstpdg
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "OccurrenceStatus is Present",
 "TaxonKey is Charales"
 ]
}

 The dataset includes 738 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025462-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/gnss/gnss_hourly_h_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second SBAS broadcast ephemeris data
DOI: 10.15468/dl.c6kppy
title: Occurrence Download

description: A dataset containing 49878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marrubium vulgare",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 49878 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025459-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/gnss/gnss_hourly_i_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second IRNSS broadcast ephemeris data
DOI: 10.5067/gnss/gnss_hourly_l_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second Galileo broadcast ephemeris data
DOI: 10.5067/gnss/gnss_hourly_m_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second meteorological data
DOI: 10.5067/gnss/gnss_hourly_n_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second GPS broadcast ephemeris data
DOI: 10.5067/gnss/gnss_hourly_o_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second observation data
DOI: 10.5067/gnss/gnss_hourly_q_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second QZSS broadcast ephemeris data
DOI: 10.5067/gnss/gnss_hourly_x_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second mixed broadcast ephemeris data
DOI: 10.5067/gnss/gnss_igrcsum_001
title: Ground-Based Global Navigation Satellite System (GNSS) Combined Rapid Clock Solution Comparison Summary product
DOI: 10.5067/gnss/gnss_hourly_f_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second Beidou broadcast ephemeris data
DOI: 10.5281/zenodo.15993210
title: Electrochemical characterization of the nanofluidic membrane

description: Figure 2. Electrochemical characterization of the nanofluidic membrane. (A) Cyclic voltammetry (CV) profiles of nanofluidic membranes to assess catalytic efficiency. (B) Electrochemical impedance spectroscopy (EIS) of the nanofluidic membrane, demonstrating low interfacial impedance essential for efficient electrochemical actuation. (C) Open-circuit potential (OCP) measurements of the nanofluidic membrane, indicating stable electrochemical behavior over time in the absence of external bias, which reflects the absence of spontaneous redox activity and overall system stability. (D) Time-dependent current (I–t) responses recorded at −2 V, highlighting the dynamics of the gas-generating electrochemical reaction. (E) Repeated chronoamperometric measurements collected over multiple activation cycles, demonstrating consistent electrochemical performance and stable gas evolution, which are critical for long-term reliability in therapeutic applications, (n=1). (F) Cumulative energy consumption during electrochemical actuation, obtained by integrating the power profile derived from I–t data. This metric reflects the overall energy demand of the actuation process and informs battery capacity requirements for future autonomous implementations.
DOI: 10.5281/zenodo.15993211
title: Electrochemical characterization of the nanofluidic membrane

description: Figure 2. Electrochemical characterization of the nanofluidic membrane. (A) Cyclic voltammetry (CV) profiles of nanofluidic membranes to assess catalytic efficiency. (B) Electrochemical impedance spectroscopy (EIS) of the nanofluidic membrane, demonstrating low interfacial impedance essential for efficient electrochemical actuation. (C) Open-circuit potential (OCP) measurements of the nanofluidic membrane, indicating stable electrochemical behavior over time in the absence of external bias, which reflects the absence of spontaneous redox activity and overall system stability. (D) Time-dependent current (I–t) responses recorded at −2 V, highlighting the dynamics of the gas-generating electrochemical reaction. (E) Repeated chronoamperometric measurements collected over multiple activation cycles, demonstrating consistent electrochemical performance and stable gas evolution, which are critical for long-term reliability in therapeutic applications, (n=1). (F) Cumulative energy consumption during electrochemical actuation, obtained by integrating the power profile derived from I–t data. This metric reflects the overall energy demand of the actuation process and informs battery capacity requirements for future autonomous implementations.
DOI: 10.5067/gnss/gnss_hourly_g_001
title: Ground-Based Global Navigation Satellite System (GNSS) Hourly 30-second GLONASS broadcast ephemeris data
DOI: 10.5067/gnss/gnss_igsacclk_001
title: International GNSS Service (IGS) GNSS Final AC Clock Solution product
DOI: 10.5067/gnss/gnss_igsacsnx_001
title: International GNSS Service (IGS) GNSS Final AC Station Positions/Velocities product
DOI: 10.5067/gnss/gnss_igsacssc_001
title: International GNSS Service (IGS) GNSS Final AC Station Positions/Velocities (no covariance matrix) product
DOI: 10.5067/gnss/gnss_igsacsum_001
title: International GNSS Service (IGS) GNSS Final AC Solution Summary product
DOI: 10.5067/gnss/gnss_igsclk30_001
title: International GNSS Service (IGS) GNSS Final Combined Clock Solution (30 second) product
DOI: 10.5067/gnss/gnss_igsclk5_001
title: International GNSS Service (IGS) GNSS Final Combined Clock Solution (5 minute) product
DOI: 10.5067/gnss/gnss_igscres_001
title: International GNSS Service (IGS) GNSS Final Station Position Residuals Between AC and Cumulative Combined Solution product
DOI: 10.5281/zenodo.14946833
title: Dosage effect of Copy Number Variation in Epilepsy and ten regions of the human brain

description: This is the supplementary dataset for the following publication. 

Dosage effect of copy number variation in epilepsy and ten regions of the human brain 



Tisham De1,2,3 *, Lachlan Coin3,4,§, Michael R Johnson5,§





Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK




Department of Genomics of Common Diseases, Imperial College London, UK




Department of Infectious Disease, Imperial College London, UK




Department of Microbiology and Immunology, University of Melbourne at The Peter Doherty, Institute for Infection and Immunity, Melbourne, Australia




Department of Brain Sciences, Imperial College London, UK



 

*   Email: tisham.de08@imperial.ac.uk or de.tisham@gmail.com

§   Joint senior authors 

Abstract

Epilepsy and seizures are common neurological conditions which often manifest with complex symptoms. Several studies including large scale genome-wide association studies (GWASs) and exome studies have reported several catalogues of genes related to epilepsies and seizure generation. Similarly there exists several successful studies elucidating the role of single-nucleotide polymorphism (SNP) based expression quantitative trait loci (eQTL) in the normal human brain. Here, as one of few studies in the current literature we have analysed and reported the dosage effect of small-to-intermediate length copy-number variants (CNVs) in two epilepsy cohorts characterised for phenotypes such as seizure counts, seizure frequency and remission to anti-epileptic drugs (AEDs). In addition, we have performed comprehensive CNV based eQTL analysis in ten regions of the normal human brain from the United Kingdom Brain Expression Consortium (UKBEC) study. We leveraged all analyses to decipher new genes for epilepsy phenotypes such as seizure frequency and further uncovered genetic controls of neurotransmitters like serotonin, dopamine and signalling molecules like G protein-coupled receptors (GPCRs). Importantly, we observed and have reported clustering of cis CNV-QTL signals in specific regions of the genome such as the chromosome 1p36 proband containing the GNB1 gene or the chromosome 9q22 proband containing NANS. This observed phenomenon of clustering or co-localisation of association signals was further corroborated by our non-negative matrix factorization (NMF) analysis of UKBEC gene expression data. To conclude, our results here successfully describe in detail the dosage effect of CNVs for epileptic seizures and further elucidates its role in the genomic architecture of gene expression in various regions of the human brain.
DOI: 10.5281/zenodo.15992704
title: Dosage effect of Copy Number Variation in Epilepsy and ten regions of the human brain

description: This is the supplementary dataset for the following publication. 

Dosage effect of copy number variation in epilepsy and ten regions of the human brain 



Tisham De1,2,3 *, Lachlan Coin3,4,§, Michael R Johnson5,§





Department of Epidemiology and Biostatistics, School of Public Health, Imperial College, London, UK




Department of Genomics of Common Diseases, Imperial College London, UK




Department of Infectious Disease, Imperial College London, UK




Department of Microbiology and Immunology, University of Melbourne at The Peter Doherty, Institute for Infection and Immunity, Melbourne, Australia




Department of Brain Sciences, Imperial College London, UK



 

*   Email: tisham.de08@imperial.ac.uk or de.tisham@gmail.com

§   Joint senior authors 

Abstract

Epilepsy and seizures are common neurological conditions which often manifest with complex symptoms. Several studies including large scale genome-wide association studies (GWASs) and exome studies have reported several catalogues of genes related to epilepsies and seizure generation. Similarly there exists several successful studies elucidating the role of single-nucleotide polymorphism (SNP) based expression quantitative trait loci (eQTL) in the normal human brain. Here, as one of few studies in the current literature we have analysed and reported the dosage effect of small-to-intermediate length copy-number variants (CNVs) in two epilepsy cohorts characterised for phenotypes such as seizure counts, seizure frequency and remission to anti-epileptic drugs (AEDs). In addition, we have performed comprehensive CNV based eQTL analysis in ten regions of the normal human brain from the United Kingdom Brain Expression Consortium (UKBEC) study. We leveraged all analyses to decipher new genes for epilepsy phenotypes such as seizure frequency and further uncovered genetic controls of neurotransmitters like serotonin, dopamine and signalling molecules like G protein-coupled receptors (GPCRs). Importantly, we observed and have reported clustering of cis CNV-QTL signals in specific regions of the genome such as the chromosome 1p36 proband containing the GNB1 gene or the chromosome 9q22 proband containing NANS. This observed phenomenon of clustering or co-localisation of association signals was further corroborated by our non-negative matrix factorization (NMF) analysis of UKBEC gene expression data. To conclude, our results here successfully describe in detail the dosage effect of CNVs for epileptic seizures and further elucidates its role in the genomic architecture of gene expression in various regions of the human brain.
DOI: 10.5067/gnss/gnss_igscsnx_001
title: International GNSS Service (IGS) GNSS Final Cumulative Station Positions/Velocities product
DOI: 10.5067/gnss/gnss_igsacerp_001
title: International GNSS Service (IGS) GNSS Final AC Earth Rotation Parameters product
DOI: 10.5067/gnss/gnss_igsacorb_001
title: International GNSS Service (IGS) GNSS Final AC Orbit Solution product
DOI: 10.5067/gnss/gnss_igscssc_001
title: International GNSS Service (IGS) GNSS Final Station Position Residuals Between AC and Reference Frame Solution product
DOI: 10.15468/dl.tnbvzk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium cepa",
 "Country is Burundi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025464-250711103210423/datasets/export for details.
DOI: 10.5067/gnss/gnss_igscsum_001
title: International GNSS Service (IGS) GNSS Combined Final Solution Comparison Summary product
DOI: 10.5067/gnss/gnss_igsdcb_001
title: International GNSS Service (IGS) GNSS Differential Code Bias product
DOI: 10.5281/zenodo.15991454
title: Table 1 in A new genus and two new species of Stevardiinae (Characiformes: Characidae) with a hypothesis on their relationships based on morphological and histological data

description: Table 1. Morphometric data of Lepidocharax diamantina (n= 30, including the holotype), p is significant when <0.05. SD = standard deviation.
HolotypeParatypesMalesFemalesrangemeanSDrangemeanSDpStandard length (mm)38.830.3-39.034.8-25.1-38.034.0--Percents of Standard lengthBody depth24.221.3-24.622.70.920.0-23.622.31.10.48Head length23.321.2-23.622.50.621.7-23.722.60.60.43Head depth17.816.7-18.717.80.517.2-18.817.80.50.48Snout to dorsal-fin origin58.557.3-61.358.70.957.2-61.559.01.20.42Snout to pelvic-fin origin45.944.2-46.645.30.744.4-47.445.50.80.43Pelvic-fin insertion to anal-fin origin14.612.8-16.214.61.014.6-16.415.20.50.37Caudal peduncle length8.87.5-9.38.50.66.4-8.67.80.60.66Dorsal-fin length11.39.7-12.311.10.79.5-12.510.30.80.92Anal-fin length29.626.3-30.127.61.126.7-29.427.60.90.44Length of longest pectoral-fin ray21.119.9-22.821.10.819.7-21.220.50.40.51Length of longest pelvic-fin ray14.512.0-15.113.90.811.8-13.712.80.60.66Length of longest dorsal-fin ray21.316.7-22.520.21.311.5-19.918.02.20.70Length of longest anal-fin ray17.514.7-18.616.61.015.2-17.116.20.60.55Percents of Head lengthOrbital diameter34.634.5-38.436.01.134.8-39.336.31.40.52Snout length25.522.1-27.125.21.222.8-26.324.70.90.54Interorbital width34.131.3-36.133.41.432.0-35.033.20.80.52
description: Published as part of Ferreira, Katiane M., Menezes, Naércio A. & Quagio-Grassioto, Irani, 2011, A new genus and two new species of Stevardiinae (Characiformes: Characidae) with a hypothesis on their relationships based on morphological and histological data, pp. 285 in Neotropical Ichthyology 9 (2) on page 285, DOI: 10.1590/S1679-62252011000200005, http://zenodo.org/record/5422500
DOI: 10.5281/zenodo.15991455
title: Table 1 in A new genus and two new species of Stevardiinae (Characiformes: Characidae) with a hypothesis on their relationships based on morphological and histological data

description: Table 1. Morphometric data of Lepidocharax diamantina (n= 30, including the holotype), p is significant when <0.05. SD = standard deviation.
HolotypeParatypesMalesFemalesrangemeanSDrangemeanSDpStandard length (mm)38.830.3-39.034.8-25.1-38.034.0--Percents of Standard lengthBody depth24.221.3-24.622.70.920.0-23.622.31.10.48Head length23.321.2-23.622.50.621.7-23.722.60.60.43Head depth17.816.7-18.717.80.517.2-18.817.80.50.48Snout to dorsal-fin origin58.557.3-61.358.70.957.2-61.559.01.20.42Snout to pelvic-fin origin45.944.2-46.645.30.744.4-47.445.50.80.43Pelvic-fin insertion to anal-fin origin14.612.8-16.214.61.014.6-16.415.20.50.37Caudal peduncle length8.87.5-9.38.50.66.4-8.67.80.60.66Dorsal-fin length11.39.7-12.311.10.79.5-12.510.30.80.92Anal-fin length29.626.3-30.127.61.126.7-29.427.60.90.44Length of longest pectoral-fin ray21.119.9-22.821.10.819.7-21.220.50.40.51Length of longest pelvic-fin ray14.512.0-15.113.90.811.8-13.712.80.60.66Length of longest dorsal-fin ray21.316.7-22.520.21.311.5-19.918.02.20.70Length of longest anal-fin ray17.514.7-18.616.61.015.2-17.116.20.60.55Percents of Head lengthOrbital diameter34.634.5-38.436.01.134.8-39.336.31.40.52Snout length25.522.1-27.125.21.222.8-26.324.70.90.54Interorbital width34.131.3-36.133.41.432.0-35.033.20.80.52
description: Published as part of Ferreira, Katiane M., Menezes, Naércio A. & Quagio-Grassioto, Irani, 2011, A new genus and two new species of Stevardiinae (Characiformes: Characidae) with a hypothesis on their relationships based on morphological and histological data, pp. 285 in Neotropical Ichthyology 9 (2) on page 285, DOI: 10.1590/S1679-62252011000200005, http://zenodo.org/record/5422500
DOI: 10.5067/gnss/gnss_igserp_001
title: International GNSS Service (IGS) GNSS Final Combined Earth Rotation Parameters product
DOI: 10.5281/zenodo.15991456
title: Table 2 in A new genus and two new species of Stevardiinae (Characiformes: Characidae) with a hypothesis on their relationships based on morphological and histological data

description: Table 2. Morphometric data of Lepidocharax burnsi (n = 82), p is significant when <0.05. SD = standard deviation.
HolotypeParatypes (n = 65)Non-type material (n = 16)MalesFemalesMalesFemalesrangemeanSDrange meanSDprangemeanSDrangemeanSDStandard length (mm)34.424.1-32.129.3-22.6-34.427.9--25.5-31.928.7-22.6-34.427.2-Percents of Standard lengthBody depth25.623.8-28.325.81.221.5-28.224.11.40.3323.8-25.524.70.922.5-25.623.91.0Head length23.019.7-25.524.11.323.2-25.824.70.80.3224.4-24.524.5023.0-25.224.10.6Head depth20.019.3-22.620.40.718.7-25.020.20.70.3419.8-20.119.90.219.1-20.619.70.5Snout to dorsal-fin origin58.558.1-62.459.81.256.3-61.959.41.51.0059.2-59.359.30.156.8-60.558.51.0Snout to pelvic-fin origin46.345.6-49.047.41.042.6-49.946.51.30.3846.1-46.646.40.245.0-47.245.80.7Pelvic-fin insertion to anal-fin origin16.011.5-14.813.10.88.1-16.614.61.61.0014.4-14.714.60.214.1-16.715.50.7Caudal peduncle length8.98.1-10.39.40.77.9-9.38.30.40.198.7-9.69.20.48.0-8.98.40.3Dorsal-fin length9.69.2-11.610.40.69.1-11.29.80.60.159.7-10.910.30.69.2-10.99.90.6Anal-fin length28.828.0-33.030.71.326.2-33.028.71.60.1929.4-30.229.80.426.5-29.928.21.1Length of longest pectoral-fin ray22.518.8-25.122.21.317.8-22.521.21.10.2121.6-22.021.80.220.3-22.521.60.6Length of longest pelvic-fin ray14.111.6-18.813.81.511.0-14.612.90.90.1813.3-14.614.00.612.7-14.613.60.6Length of longest dorsal-fin ray18.717.0-21.419.31.015.5-20.718.21.10.2119.3-20.119.70.417.6-20.719.10.9Length of longest anal-fin ray16.013.6-17.715.91.013.9-17.815.60.90.5216.8-16.916.8013.8-17.315.90.9Percents of Head lengthOrbital diameter36.834.5-44.438.92.136.7-41.639.21.60.4636.7-38.537.60.936.8-41.338.51.6Snout length25.623.0-30.825.61.721.4-26.824.11.50.3323.1-25.824.41.421.5-26.724.41.6Interorbital width35.731.9-42.634.72.231.9-36.733.51.30.3234.0-35.734.90.832.6-36.534.40.5
description: Published as part of Ferreira, Katiane M., Menezes, Naércio A. & Quagio-Grassioto, Irani, 2011, A new genus and two new species of Stevardiinae (Characiformes: Characidae) with a hypothesis on their relationships based on morphological and histological data, pp. 287 in Neotropical Ichthyology 9 (2) on page 287, DOI: 10.1590/S1679-62252011000200005, http://zenodo.org/record/5422500
DOI: 10.5281/zenodo.15991457
title: Table 2 in A new genus and two new species of Stevardiinae (Characiformes: Characidae) with a hypothesis on their relationships based on morphological and histological data

description: Table 2. Morphometric data of Lepidocharax burnsi (n = 82), p is significant when <0.05. SD = standard deviation.
HolotypeParatypes (n = 65)Non-type material (n = 16)MalesFemalesMalesFemalesrangemeanSDrange meanSDprangemeanSDrangemeanSDStandard length (mm)34.424.1-32.129.3-22.6-34.427.9--25.5-31.928.7-22.6-34.427.2-Percents of Standard lengthBody depth25.623.8-28.325.81.221.5-28.224.11.40.3323.8-25.524.70.922.5-25.623.91.0Head length23.019.7-25.524.11.323.2-25.824.70.80.3224.4-24.524.5023.0-25.224.10.6Head depth20.019.3-22.620.40.718.7-25.020.20.70.3419.8-20.119.90.219.1-20.619.70.5Snout to dorsal-fin origin58.558.1-62.459.81.256.3-61.959.41.51.0059.2-59.359.30.156.8-60.558.51.0Snout to pelvic-fin origin46.345.6-49.047.41.042.6-49.946.51.30.3846.1-46.646.40.245.0-47.245.80.7Pelvic-fin insertion to anal-fin origin16.011.5-14.813.10.88.1-16.614.61.61.0014.4-14.714.60.214.1-16.715.50.7Caudal peduncle length8.98.1-10.39.40.77.9-9.38.30.40.198.7-9.69.20.48.0-8.98.40.3Dorsal-fin length9.69.2-11.610.40.69.1-11.29.80.60.159.7-10.910.30.69.2-10.99.90.6Anal-fin length28.828.0-33.030.71.326.2-33.028.71.60.1929.4-30.229.80.426.5-29.928.21.1Length of longest pectoral-fin ray22.518.8-25.122.21.317.8-22.521.21.10.2121.6-22.021.80.220.3-22.521.60.6Length of longest pelvic-fin ray14.111.6-18.813.81.511.0-14.612.90.90.1813.3-14.614.00.612.7-14.613.60.6Length of longest dorsal-fin ray18.717.0-21.419.31.015.5-20.718.21.10.2119.3-20.119.70.417.6-20.719.10.9Length of longest anal-fin ray16.013.6-17.715.91.013.9-17.815.60.90.5216.8-16.916.8013.8-17.315.90.9Percents of Head lengthOrbital diameter36.834.5-44.438.92.136.7-41.639.21.60.4636.7-38.537.60.936.8-41.338.51.6Snout length25.623.0-30.825.61.721.4-26.824.11.50.3323.1-25.824.41.421.5-26.724.41.6Interorbital width35.731.9-42.634.72.231.9-36.733.51.30.3234.0-35.734.90.832.6-36.534.40.5
description: Published as part of Ferreira, Katiane M., Menezes, Naércio A. & Quagio-Grassioto, Irani, 2011, A new genus and two new species of Stevardiinae (Characiformes: Characidae) with a hypothesis on their relationships based on morphological and histological data, pp. 287 in Neotropical Ichthyology 9 (2) on page 287, DOI: 10.1590/S1679-62252011000200005, http://zenodo.org/record/5422500
DOI: 10.5067/gnss/gnss_igserpc_001
title: International GNSS Service (IGS) GNSS Final Cumulative Earth Rotation Parameters product