cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10616318
title: Underlying data for "Mapping glycoprotein structure reveals defining events in the evolution of the Flaviviridae"

description: This repository houses the underlying data for the study "Mapping glycoprotein structure reveals defining events in the evolution of the Flaviviridae", authored by Jonathon C.O. Mifsud, Spyros Lytras, Michael R. Oliver, Kamilla Toon, Vincenzo A. Costa, Edward C. Holmes, and Joe Grove.

The dataset is organised into several directories:

- alignments: Contains all alignment files, both trimmed and untrimmed, for NS5b and T2RNase trees. These include variations of alignments using different parameters and methods.

- reference structures: Contains all structures used as references in FoldSeek analysis.

- sequences: Holds sequence files including full genome sequences of Flaviviridae in .fasta formats, novel sequences identified in our study, and protein sequences extracted for alignment purposes.

- structure guided glycoprotein phylogenies: Contains FoldSeek derived alignments and corresponding trees for E, E1 and E2 glycoproteins. The reference structures used for alignment are stated in the file names.

- structures: Contains the Flaviviridae structures generated by AlphaFold and ESMFold. Structures are organised by taxa and numbered based on their block number. Polyprotein sequences were broken into 300 residue blocks, each overlapping by 100 residues. Numbering starts at Block_0 (residues 1-300) and continue sequentially (e.g. Block_1 = residues 100-400, Block_2 = residues 200-500, ...).

- tables: Provides metadata tables, including domain annotations, RNase T2 analyses summaries, and novel viruses identified through data mining.

- trees: Contains phylogenetic trees and analyses specific to NS5B protein and T2RNase protein, including all tree variations and consensus trees from TreeSpace analysis.

For any queries, please contact the corresponding author at joe.grove@glasgow.ac.uk

Original code and scripts related to the phylogenetic analyses are available at https://github.com/JonathonMifsud/Mapping-glycoprotein-structure-reveals-defining-events-in-the-evolution-of-the-Flaviviridae
DOI: 10.5281/zenodo.13235118
title: Machine learning classification of archaea and bacteria identifies novel predictive genomic features

description: Dataset used for the classification analysis of archaea and bacteria based on 77 genomic features calculated using GBRAP (GenBank Retrieving, Analyzing and Parsing) tool (Vischioni, C. et al. Gbrap: a tool to retrieve, parse and analyze genbank files of viral and bacterial species. bioRxiv 2021–09 (2021)).
DOI: 10.5281/zenodo.13235119
title: Machine learning classification of archaea and bacteria identifies novel predictive genomic features

description: Dataset used for the classification analysis of archaea and bacteria based on 77 genomic features calculated using GBRAP (GenBank Retrieving, Analyzing and Parsing) tool (Vischioni, C. et al. Gbrap: a tool to retrieve, parse and analyze genbank files of viral and bacterial species. bioRxiv 2021–09 (2021)).
DOI: 10.15468/dl.vqp3rm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((142.242962 -37.060707, 142.242962 -37.062953, 142.247454 -37.062953, 142.247454 -37.060707, 142.242962 -37.060707))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051255-240626123714530/datasets/export for details.
DOI: 10.15468/dl.eexwa8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((149.627149 -34.900248, 149.627149 -34.906986, 149.631641 -34.906986, 149.631641 -34.90474, 149.633887 -34.90474, 149.633887 -34.900248, 149.627149 -34.900248)), ((149.633887 -34.90474, 149.633887 -34.906986, 149.638378 -34.906986, 149.638378 -34.90474, 149.633887 -34.90474)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051256-240626123714530/datasets/export for details.
DOI: 10.15468/dl.ran79b
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorophthalmus albatrossis Jordan & Starks, 1904",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 125 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051257-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekb93y
title: Occurrence Download

description: A dataset containing 344 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((142.355252 -37.051724, 142.355252 -37.047232, 142.35076 -37.047232, 142.35076 -37.049478, 142.341777 -37.049478, 142.341777 -37.05397, 142.348515 -37.05397, 142.348515 -37.060707, 142.341777 -37.060707, 142.341777 -37.062953, 142.368727 -37.062953, 142.368727 -37.058461, 142.364235 -37.058461, 142.364235 -37.05397, 142.357498 -37.05397, 142.357498 -37.051724, 142.355252 -37.051724), (142.35076 -37.051724, 142.355252 -37.051724, 142.355252 -37.058461, 142.35076 -37.058461, 142.35076 -37.051724))"
 ]
}

 The dataset includes 344 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051258-240626123714530/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.26502226
title: Journal of Family and Economic Issues_Parenting Challenges in Urban China..csv

description: Urban Parents’ Parenting Challenges Survey Data Dataset Name: Urban Parents’ Parenting Challenges Survey Data Abstract: This dataset contains survey data on the challenges faced by urban parents in China in raising children aged 2-6 years. The data aims to understand the primary challenges faced by parents, the demographic factors affecting these challenges, and the strategies parents typically use to seek support. Data Collection Method: The data was collected via an online survey conducted from July 2023 to December 2023. Data Structure: File Format: CSV Rows: Each row represents the response of a single participant. Columns: Includes variables such as respondent ID, grade, gender, birth order, parental ages, socioeconomic status (SES), and 16 parenting challenge scores. Variable Descriptions: id: Unique identifier for each respondent. Birth Order: 1 for first-born, 2 for not first-born. Child’s Gender: Gender of the child. Kindergarten Grade: 3 for lower grade, 4 for middle grade, 5 for upper grade. Grandparent Involvement: Indicates whether grandparents are involved in childcare, 1 for involved, 0 for not involved. Maternal Age, Paternal Age: 1 for &lt;30 years, 2 for 30-34 years, 3 for 35-39 years, 4 for ≥40 years. SES: Socioeconomic status of the family. K1, K2, K3, K4, K5, K7, K8, K9, K10, K11, K12, K13, K14, K15, K16, K17: Scores for 16 parenting challenges (K6 was removed). Attending Kindergarten Parenting Classes, Searching Free Online Resources, Participating in Extracurricular Parenting Training, Utilizing Parental Peer Support, Seeking Advice from Elders, Reading Professional Parenting Books, Consulting Parenting Experts: Parental support-seeking strategies, 1 for selected, 0 for not selected. Data Processing Steps: The raw data was cleaned to remove incomplete responses. All text fields were converted to standardized formats. Usage Notes: Researchers can analyze the data using standard statistical software such as SPSS or R. It is recommended to first check the data distribution and consider appropriate statistical methods for data analysis. Data Limitations: This dataset includes responses from urban parents in China who are raising children aged 2-6 years, and may not be applicable to parents in rural areas or other countries. The data is based on self-reports, which may introduce subjective bias. By providing this detailed description, other researchers can better understand and utilize your dataset for further analysis and research.
DOI: 10.6084/m9.figshare.26502226.v1
title: Journal of Family and Economic Issues_Parenting Challenges in Urban China..csv

description: Urban Parents’ Parenting Challenges Survey Data Dataset Name: Urban Parents’ Parenting Challenges Survey Data Abstract: This dataset contains survey data on the challenges faced by urban parents in China in raising children aged 2-6 years. The data aims to understand the primary challenges faced by parents, the demographic factors affecting these challenges, and the strategies parents typically use to seek support. Data Collection Method: The data was collected via an online survey conducted from July 2023 to December 2023. Data Structure: File Format: CSV Rows: Each row represents the response of a single participant. Columns: Includes variables such as respondent ID, grade, gender, birth order, parental ages, socioeconomic status (SES), and 16 parenting challenge scores. Variable Descriptions: id: Unique identifier for each respondent. Birth Order: 1 for first-born, 2 for not first-born. Child’s Gender: Gender of the child. Kindergarten Grade: 3 for lower grade, 4 for middle grade, 5 for upper grade. Grandparent Involvement: Indicates whether grandparents are involved in childcare, 1 for involved, 0 for not involved. Maternal Age, Paternal Age: 1 for &lt;30 years, 2 for 30-34 years, 3 for 35-39 years, 4 for ≥40 years. SES: Socioeconomic status of the family. K1, K2, K3, K4, K5, K7, K8, K9, K10, K11, K12, K13, K14, K15, K16, K17: Scores for 16 parenting challenges (K6 was removed). Attending Kindergarten Parenting Classes, Searching Free Online Resources, Participating in Extracurricular Parenting Training, Utilizing Parental Peer Support, Seeking Advice from Elders, Reading Professional Parenting Books, Consulting Parenting Experts: Parental support-seeking strategies, 1 for selected, 0 for not selected. Data Processing Steps: The raw data was cleaned to remove incomplete responses. All text fields were converted to standardized formats. Usage Notes: Researchers can analyze the data using standard statistical software such as SPSS or R. It is recommended to first check the data distribution and consider appropriate statistical methods for data analysis. Data Limitations: This dataset includes responses from urban parents in China who are raising children aged 2-6 years, and may not be applicable to parents in rural areas or other countries. The data is based on self-reports, which may introduce subjective bias. By providing this detailed description, other researchers can better understand and utilize your dataset for further analysis and research.
DOI: 10.15468/dl.s27zdt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.913605 -34.90474, 147.913605 -34.906986, 147.920342 -34.906986, 147.920342 -34.90474, 147.913605 -34.90474))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051259-240626123714530/datasets/export for details.
DOI: 10.15468/dl.87vd7v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorophthalmus agassizi Bonaparte, 1840",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051260-240626123714530/datasets/export for details.
DOI: 10.15468/dl.hgtw8c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.365242 -37.060707, 144.365242 -37.062953, 144.37198 -37.062953, 144.37198 -37.060707, 144.365242 -37.060707))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051261-240626123714530/datasets/export for details.
DOI: 10.15468/dl.yebvtw
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galactia martii DC.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 267 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051263-240626123714530/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.26363308.v1
title: African Bat Database

description: Database of bat records for species located in Sub-Saharan Africa. It contains 16,610 unique locality records of all of the 266 species of bats from that region.Column headers:FamilyGenusSpeciesMuseum_numberDateYear CountryLocationLatitudeLongitude ReferenceHolotypeChecked<br>
DOI: 10.15468/dl.9c93qj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.19371 -34.90474, 149.19371 -34.913723, 149.195956 -34.913723, 149.195956 -34.911477, 149.198202 -34.911477, 149.198202 -34.906986, 149.195956 -34.906986, 149.195956 -34.90474, 149.19371 -34.90474))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051264-240626123714530/datasets/export for details.
DOI: 10.15468/dl.rrk5f6
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fistularia commersonii Rüppell, 1838",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 242 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051262-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agbema
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galactia martioides Burkart)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 8 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051266-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jz57uu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.594314 -37.060707, 144.594314 -37.067444, 144.596559 -37.067444, 144.596559 -37.060707, 144.594314 -37.060707))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051267-240626123714530/datasets/export for details.
DOI: 10.15468/dl.sgnuuw
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sepioteuthis lessoniana d'Orbigny, 1826",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 78 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051268-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bewnmj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Andorra, Albania, Armenia, Austria, Azerbaijan, Bosnia and Herzegovina, Belgium, Bulgaria, Belarus, Switzerland, Cyprus, Czechia, Germany, Denmark, Algeria, Estonia, Egypt, Greece, Spain, Finland, Faroe Islands, France, Georgia, Guernsey, Gibraltar, Croatia, Hungary, Ireland, Israel, Isle of Man, Iceland, Italy, Jersey, Lebanon, Liechtenstein, Lithuania, Luxembourg, Latvia, Libya, Morocco, Monaco, Moldova, Republic of, Montenegro, North Macedonia, Malta, Netherlands, Norway, Poland, Palestine, State of, Portugal, Romania, Serbia, Russian Federation, Sweden, Slovenia, Svalbard and Jan Mayen, Slovakia, San Marino, Syrian Arab Republic, Tunisia, Türkiye, Ukraine, United Kingdom of Great Britain and Northern Ireland, French Guiana, Guadeloupe, Martinique, Mayotte, Réunion, Saint Martin (French part), Holy See)",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Machine Observation, Occurrence evidence, Observation)",
 "HasGeospatialIssue is false",
 "ScientificName is one of (dfgddhg)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051269-240626123714530/datasets/export for details.
DOI: 10.15468/dl.nkm6p8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.742304 -34.906986, 148.742304 -34.913723, 148.74455 -34.913723, 148.74455 -34.906986, 148.742304 -34.906986))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051270-240626123714530/datasets/export for details.
DOI: 10.15468/dl.gdjhcw
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galactia neesii DC.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 53 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051271-240626123714530/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.26502400
title: Ollerton et al - data for Knautia pollination - Journal of Applied Entomology 2024.xlsxOllerton et al data for Knautia pollination study - Journal of Applied Entomology

description: Data set supporting the study of pollinator effectiveness in <em>Knautia arvensis.</em>
DOI: 10.6084/m9.figshare.26502400.v1
title: Ollerton et al - data for Knautia pollination - Journal of Applied Entomology 2024.xlsxOllerton et al data for Knautia pollination study - Journal of Applied Entomology

description: Data set supporting the study of pollinator effectiveness in <em>Knautia arvensis.</em>
DOI: 10.15468/dl.7fsct4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.603297 -37.060707, 144.603297 -37.062953, 144.607788 -37.062953, 144.607788 -37.060707, 144.603297 -37.060707))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051272-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gymvan
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galactia peduncularis (Benth.) Taub.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 141 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051273-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nzp3d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.764762 -34.906986, 148.7715 -34.906986, 148.7715 -34.900248, 148.767008 -34.900248, 148.767008 -34.898003, 148.764762 -34.898003, 148.764762 -34.906986)), ((148.764762 -34.906986, 148.760271 -34.906986, 148.760271 -34.913723, 148.764762 -34.913723, 148.764762 -34.906986)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051275-240626123714530/datasets/export for details.
DOI: 10.15468/dl.2matvu
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sepioteuthis lessoniana Ferussac, 1831,1830",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051274-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq8wck
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galactia pretiosa Burkart)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 41 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051277-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7p9t4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.756011 -37.060707, 144.756011 -37.062953, 144.762749 -37.062953, 144.762749 -37.060707, 144.756011 -37.060707))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051276-240626123714530/datasets/export for details.
DOI: 10.5522/04/25996645
title: Cycling performance for half zinc cell

description: These are the data of the cycling performance of the half cells with zinc metal anode, in which zinc foil as anode, copper foil as cathode, glass fibre as separator and ZnSO4 solution as electrolyte. Then cycle the asymmetric cell under a current density of 2mA/cm2.
DOI: 10.5522/04/25996645.v1
title: Cycling performance for half zinc cell

description: These are the data of the cycling performance of the half cells with zinc metal anode, in which zinc foil as anode, copper foil as cathode, glass fibre as separator and ZnSO4 solution as electrolyte. Then cycle the asymmetric cell under a current density of 2mA/cm2.