cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13836818
title: Data for: Accurate state-of-charge estimation for sodium-ion batteries based on a low-complexity model with hierarchical learning

description: The dataset accompanies the Journal of Energy Storage publication by Shuquan Wang et al. (2024), Accurate state-of-charge estimation for sodium-ion batteries based on a low-complexity model with hierarchical learning, DOI 10.1016/j.est.2024.112571. 

Experimental Description:

The dataset comprises results from two experimental tests: pulse testing and driving cycle testing. These tests were conducted on two types of sodium-ion batteries—one with a capacity of 3.2 Ah (battery numbers: 1, 2, and 5) and another with a capacity of 10 Ah (battery numbers: 3, 4, and 6).

Pulse Testing:

The pulse tests were carried out using a battery test platform, consisting of an Arbin battery testing system, a temperature-controlled chamber, and a computer. The tests were performed on two 3.2 Ah and two 10 Ah sodium-ion batteries from Transimage and HiNa, respectively, with a nominal voltage of 3.0 V. The upper and lower cut-off voltages were set at 3.9 V and 1.5 V.

Enhanced pulse tests were conducted at six different temperatures: -5 ℃, 5 °C, 15 ℃, 25 ℃, 35 ℃, and 45 ℃. The state-of-charge (SOC) was varied in 10% intervals, with pulse currents escalating incrementally from 0.25C to 3C at 0.25C intervals. Each pulse lasted for 5 seconds, followed by a 15-second rest. After completing each set of pulses, the current was increased, and the process was repeated with a two-minute pause between sets of pulses.

Driving Cycle Testing:

The driving cycle tests were designed to simulate real-world driving conditions using various standard test methods, including the Federal Urban Driving Schedule (FUDS), Urban Dynamometer Driving Schedule (UDDS), and Dynamic Stress Test (DST). These tests were performed in a temperature-controlled chamber using both the 3.2 Ah and 10 Ah sodium-ion batteries.

As with the pulse tests, driving cycle tests were carried out at temperatures of -5 ℃, 5 °C, 15 ℃, 25 ℃, 35 ℃, and 45 ℃. Before each test, the batteries were charged with a 0.5C constant current-constant voltage (CC-CV) charging protocol up to 3.9 V, with a cut-off current of 0.02C. After a 30-minute rest, the driving cycle protocol was performed for seven iterations.

File Naming Conventions:

The dataset files are named based on the experimental conditions, as follows:



Pulse_data_tempX_batY: Data from the pulse tests, where X represents the testing temperature and Y denotes the battery number.

Driving_cycle_data_tempX_batY: Data from the driving cycle tests, where X represents the testing temperature and Y denotes the battery number.
DOI: 10.5281/zenodo.13836819
title: Data for: Accurate state-of-charge estimation for sodium-ion batteries based on a low-complexity model with hierarchical learning

description: The dataset accompanies the Journal of Energy Storage publication by Shuquan Wang et al. (2024), Accurate state-of-charge estimation for sodium-ion batteries based on a low-complexity model with hierarchical learning, DOI 10.1016/j.est.2024.112571. 

Experimental Description:

The dataset comprises results from two experimental tests: pulse testing and driving cycle testing. These tests were conducted on two types of sodium-ion batteries—one with a capacity of 3.2 Ah (battery numbers: 1, 2, and 5) and another with a capacity of 10 Ah (battery numbers: 3, 4, and 6).

Pulse Testing:

The pulse tests were carried out using a battery test platform, consisting of an Arbin battery testing system, a temperature-controlled chamber, and a computer. The tests were performed on two 3.2 Ah and two 10 Ah sodium-ion batteries from Transimage and HiNa, respectively, with a nominal voltage of 3.0 V. The upper and lower cut-off voltages were set at 3.9 V and 1.5 V.

Enhanced pulse tests were conducted at six different temperatures: -5 ℃, 5 °C, 15 ℃, 25 ℃, 35 ℃, and 45 ℃. The state-of-charge (SOC) was varied in 10% intervals, with pulse currents escalating incrementally from 0.25C to 3C at 0.25C intervals. Each pulse lasted for 5 seconds, followed by a 15-second rest. After completing each set of pulses, the current was increased, and the process was repeated with a two-minute pause between sets of pulses.

Driving Cycle Testing:

The driving cycle tests were designed to simulate real-world driving conditions using various standard test methods, including the Federal Urban Driving Schedule (FUDS), Urban Dynamometer Driving Schedule (UDDS), and Dynamic Stress Test (DST). These tests were performed in a temperature-controlled chamber using both the 3.2 Ah and 10 Ah sodium-ion batteries.

As with the pulse tests, driving cycle tests were carried out at temperatures of -5 ℃, 5 °C, 15 ℃, 25 ℃, 35 ℃, and 45 ℃. Before each test, the batteries were charged with a 0.5C constant current-constant voltage (CC-CV) charging protocol up to 3.9 V, with a cut-off current of 0.02C. After a 30-minute rest, the driving cycle protocol was performed for seven iterations.

File Naming Conventions:

The dataset files are named based on the experimental conditions, as follows:



Pulse_data_tempX_batY: Data from the pulse tests, where X represents the testing temperature and Y denotes the battery number.

Driving_cycle_data_tempX_batY: Data from the driving cycle tests, where X represents the testing temperature and Y denotes the battery number.
DOI: 10.57754/fdat.xdtjy-cx663
title: Dependency-Annotated Subset of the CREG Corpus (CREG TLT9)

description: Learner corpus consisting of answers to German reading comprehension questions written by American college students learning German. Along with the learner answers, the collection includes the reading texts, the reading comprehension questions, and the target answers that teachers prepare as reference for the grading process. The meaning of each learner answer is assessed by two independent annotators. Meaning assessment is done using a binary classification (correct vs. incorrect) as well as using a richer set of diagnosis categories encoding the nature of the divergence from the target answers specified by the teachers. Following Bailey and Meurers (2008), we distinguish "missing concept", "extra concept", "blend" (missing concept and extra material), and "non-answer" for answers which are unrelated to the topic under discussion. The answers were manually POS- and dependency annotated.
description: Research carried out in work package A04 of the SFB 833.
DOI: 10.15468/dl.fs2kvj
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Itapotihyla langsdorffii (Duméril & Bibron, 1841)"
 ]
}

 The dataset includes 421 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031342-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuh77x
title: Occurrence Download

description: A dataset containing 10582 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litoria adelaidensis (Gray, 1841)"
 ]
}

 The dataset includes 10582 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031343-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6zd8g
title: Occurrence Download

description: A dataset containing 23332 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus Gray, 1842"
 ]
}

 The dataset includes 23332 records from 462 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031344-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57754/fdat.n9fc0-a3776
title: CREG FullSnapshot r9192

description: Learner corpus consisting of answers to German reading comprehension questions written by American college students learning German. Along with the learner answers, the collection includesthe reading comprehension questions, and the target answers  that teachers prepare as reference for the grading process. The meaning of each learner answer is assessed by two independent annotators. Meaning assessment is done using a binary classification (correct vs. incorrect) as well as using a richer set of diagnosis categories encoding the nature of the divergence from the target answers specified by the teachers. Following Bailey and Meurers (2008), we distinguish "missing concept", "extra concept", "blend" (missing concept and extra material), and "non-answer" for answers which are unrelated to the topic under discussion.
Answers may not be rated by two annotators, but by none ore one instead, this is a full snapshot. The annotation furthermore includes an automatic question form detection which is not really reliable.
description: Sammlung von deutschen (Antwort-)Texten, die von amerikanischen, deutsch-lernenden Studenten geschrieben wurden. Umfang: Antworten, Verständnisfragen, Musterantworten (Erwartungshorizont). Die Antworten werden folgendermaßen bewertet: missing concept – extra concept – blend (missing concept and extra concept) – non-answer.
Antworten sind möglicherweise nicht von zwei Annotatoren bewerted, da diese Daten ein kompletter Snapstho sind. Die Annotation beinhaltet außerdem automatisch ermittelte Question Forms, diese Annotation ist aber nicht zuverlässig.
description: Research carried out in work package A04 of the SFB 833.
DOI: 10.15468/dl.uskmvq
title: Occurrence Download

description: A dataset containing 37041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((166.52637 -17.34395,169.94546 -20.7483,170.15179 -20.52723,168.44224 -13.49747,166.32005 -12.5248,166.52637 -17.34395))"
 ]
}

 The dataset includes 37041 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031348-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tyj6z
title: Occurrence Download

description: A dataset containing 2090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Morocco",
 "TaxonKey is Marmaronetta angustirostris (Ménétries, 1832)",
 "Year 2000-2024"
 ]
}

 The dataset includes 2090 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031352-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxkj52
title: Occurrence Download

description: A dataset containing 262258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Achillea ptarmica L.)"
 ]
}

 The dataset includes 262258 records from 1085 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029673-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzrbch
title: Occurrence Download

description: A dataset containing 884193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Sorbus aucuparia L.)"
 ]
}

 The dataset includes 884193 records from 1562 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029666-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kcrf2
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eusarsiella capillaris (Kornicker, 1958)"
 ]
}

 The dataset includes 30 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119272-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-79409
title: Redemption tidings, vol. 58, nos. 1-52, 7 Jan. - 30 Dec. 1982

description: [description english/roman)] Issued weekly. "The pentecostal voice of Assemblies of God" -- subtitle. Includes Global action, 1 Apr. 1982 (in vol. 58, no. 13).
DOI: 10.15468/dl.wff5re
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anolis wampuensis (Mccranie & Köhler, 2001))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032691-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bor5t
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.50649089935752 23.15042826552461,-99.14514186295494 23.15042826552461,-99.14514186295494 23.511777301927182,-99.50649089935752 23.511777301927182,-99.50649089935752 23.15042826552461))",
 "HasCoordinate is true",
 "TaxonKey is Orchidaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003406-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-79353
title: Redemption tidings, vol. 58, nos. 1-52, 7 Jan. - 30 Dec. 1982

description: [description english/roman)] Issued weekly. "The pentecostal voice of Assemblies of God" -- subtitle. Includes Global action, 1 Apr. 1982 (in vol. 58, no. 13).
DOI: 10.15468/dl.89wp28
title: Occurrence Download

description: A dataset containing 43972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus L.",
 "HasCoordinate is true",
 "Geometry POLYGON((-79.7643571260786 40.5031810404783,-71.8684425108571 40.5031810404783,-71.8684425108571 45.0063836364397,-79.7643571260786 45.0063836364397,-79.7643571260786 40.5031810404783))",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "PublishingOrg" : [
 "is 28eb1a3f-1c15-4a95-931a-4af90ecb574d"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 },
 "Year 2008-2022"
 ]
}

 The dataset includes 43972 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184203-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6gwvw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Afroedura gorongosa Branch, Guyton, Schmitz, Barej, Naskrecki, Farooq, Verburgt & Rödel, 2017)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032693-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-79258
title: Redemption tidings, vol. 58, nos. 1-52, 7 Jan. - 30 Dec. 1982

description: [description english/roman)] Issued weekly. "The pentecostal voice of Assemblies of God" -- subtitle. Includes Global action, 1 Apr. 1982 (in vol. 58, no. 13).
DOI: 10.15468/dl.h6v79v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Euphonia flavifrons",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071266-230530130749713/datasets/export for details.
DOI: 10.25549/pcra-c14-79286
title: Redemption tidings, vol. 58, nos. 1-52, 7 Jan. - 30 Dec. 1982

description: [description english/roman)] Issued weekly. "The pentecostal voice of Assemblies of God" -- subtitle. Includes Global action, 1 Apr. 1982 (in vol. 58, no. 13).
DOI: 10.15468/dl.gz8bhr
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "Issue is Geodetic datum assumed WGS84",
 "HasCoordinate is true",
 "TaxonKey is Miconia latecrenata (DC.) Naudin"
 ]
}

 The dataset includes 90 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049670-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qw498s
title: Occurrence Download

description: A dataset containing 757 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urocyon littoralis santacruzae Merriam, 1903"
 ]
}

 The dataset includes 757 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120425-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-79214
title: Redemption tidings, vol. 58, nos. 1-52, 7 Jan. - 30 Dec. 1982

description: [description english/roman)] Issued weekly. "The pentecostal voice of Assemblies of God" -- subtitle. Includes Global action, 1 Apr. 1982 (in vol. 58, no. 13).
DOI: 10.15468/dl.93n69b
title: Occurrence Download

description: A dataset containing 56138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Euphonia gouldi",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 56138 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071264-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ibukc5
title: Occurrence Download

description: A dataset containing 5273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "TaxonKey is Bonasa bonasia (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5273 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003406-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfxymj
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calliostoma iris (Kuroda & Habe, 1961)"
 ]
}

 The dataset includes 9 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080484-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-78108
title: Redemption tidings, vol. 57, nos. 1-52, 1 Jan. - 24 Dec. 1981

description: [description english/roman)] Issued weekly. "The pentecostal voice of Assemblies of God" -- subtitle. Includes Global action, nos. 1-6 (in vol. 57, nos. 5, 11, 18, 29, 39 & 49).
DOI: 10.15468/dl.pn42gn
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Malawi",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agapornis lilianae Shelley, 1894",
 "Year 2018-2023"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089019-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubrm7d
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is South Africa",
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Encephalartos cycadifolius (Jacq.) Lehm."
 ]
}

 The dataset includes 43 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003406-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yaydg4
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum flexuosum Retz.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 121 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080460-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-78196
title: Redemption tidings, vol. 57, nos. 1-52, 1 Jan. - 24 Dec. 1981

description: [description english/roman)] Issued weekly. "The pentecostal voice of Assemblies of God" -- subtitle. Includes Global action, nos. 1-6 (in vol. 57, nos. 5, 11, 18, 29, 39 & 49).