cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14934405
title: BatteryLife_Processed

description: Here is the processed dataset for our publication, "BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction."

 

The purpose of proposing this data is to facilitate battery life prediction research. It is also possible to use the processed datasets for other battery informatics tasks. This dataset consists of four sub-datasets: Li-ion, Zn-ion, Na-ion, and CALB datasets. It includes 998 batteries, 8 different battery formats, 80 different chemical systems, 12 different operation temperatures, and 646 different charge/discharge protocols in a uniform data format. Other details can be found in README.md in each sub-dataset.

 

The official repository for preprocessing and benchmarking is available at: Ruifeng-Tan/BatteryLife: The official BatteryLife repository (github.com). If you use the data, you should cite the BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction and the original papers that produced the data. The updated code of conduct is shown in the repository.

 

If you are interested in contributing, please contact us via email at rtan474@connect.hkust-gz.edu.cn and whong719@connect.hkust-gz.edu.cn.
DOI: 10.5281/zenodo.14936165
title: BatteryLife_Processed

description: Note: Due to some network issues, the data in version v1 and version v2 are incomplete. Please download the data of version v3.

 

Here is the processed dataset for our publication, "BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction."

 

The purpose of proposing this data is to facilitate battery life prediction research. It is also possible to use the processed datasets for other battery informatics tasks. This dataset consists of four sub-datasets: Li-ion, Zn-ion, Na-ion, and CALB datasets. It includes 998 batteries, 8 different battery formats, 80 different chemical systems, 12 different operation temperatures, and 646 different charge/discharge protocols in a uniform data format. Other details can be found in README.md in each sub-dataset. And the life label for each battery is in Life Labels.zip file.

 

The official repository for preprocessing and benchmarking is available at: Ruifeng-Tan/BatteryLife: The official BatteryLife repository (github.com). If you use the data, you should cite the BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction and the original papers that produced the data. The updated code of conduct is shown in the repository.

 

If you are interested in contributing, please contact us via email at rtan474@connect.hkust-gz.edu.cn and whong719@connect.hkust-gz.edu.cn.
DOI: 10.5281/zenodo.14969822
title: BatteryLife_Processed

description: Note: Due to some network issues, the data in version v1, version v2 and version v3 are incomplete. Please download the data of version v4.

 

Here is the processed dataset for our publication, "BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction."

 

The purpose of proposing this data is to facilitate battery life prediction research. It is also possible to use the processed datasets for other battery informatics tasks. This dataset consists of four sub-datasets: Li-ion, Zn-ion, Na-ion, and CALB datasets. It includes 998 batteries, 8 different battery formats, 80 different chemical systems, 12 different operation temperatures, and 646 different charge/discharge protocols in a uniform data format. Other details can be found in README.md in each sub-dataset. And the life label for each battery is in Life Labels.zip file.

 

The official repository for preprocessing and benchmarking is available at: Ruifeng-Tan/BatteryLife: The official BatteryLife repository (github.com). If you use the data, you should cite the BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction and the original papers that produced the data. The updated code of conduct is shown in the repository.

 

If you are interested in contributing, please contact us via email at rtan474@connect.hkust-gz.edu.cn and whong719@connect.hkust-gz.edu.cn.
DOI: 10.5281/zenodo.15300265
title: BatteryLife_Processed

description: News



[Apr. 29th 18:00 pm]: We found that some "SOC_interval" records in the ISU_ILCC dataset were wrong. We have fixed the wrong "SOC_interval" records in version v5.

[Mar. 5th]: Due to some network issues, only the data since Mar. 5th, 2025 are complete. Please download the data of version v4 from Zenodo or download the datasets from Huggingface since Mar. 5th, 2025.


Note: Time is (Anywhere on Earth time zone).

 

Here is the processed dataset for our publication, "BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction."

 

The purpose of proposing this data is to facilitate battery life prediction research. It is also possible to use the processed datasets for other battery informatics tasks. This dataset consists of four sub-datasets: Li-ion, Zn-ion, Na-ion, and CALB datasets. It includes 990 batteries, 8 different battery formats, 59 different chemical systems, 9 different operation temperatures, and 421 different charge/discharge protocols in a uniform data format. Other details can be found in README.md in each sub-dataset. And the life label for each battery is in Life Labels.zip file.

 

The official repository for preprocessing and benchmarking is available at: Ruifeng-Tan/BatteryLife: The official BatteryLife repository (github.com). If you use the data, you should cite the BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction and the original papers that produced the data. The updated code of conduct is shown in the repository.

 

If you are interested in contributing, please contact us via email at rtan474@connect.hkust-gz.edu.cn and whong719@connect.hkust-gz.edu.cn.
DOI: 10.15468/dl.tx4pmt
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Paleobiology Database",
 "TaxonKey is Glyptostrobus Endl."
 ]
}

 The dataset includes 313 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024373-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvkqye
title: Occurrence Download

description: A dataset containing 568 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula versicolor Andrews"
 ]
}

 The dataset includes 568 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117297-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ts5r6b
title: Occurrence Download

description: A dataset containing 1334 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Genus Rhododendron in Digital herbarium of CSBG SB RAS (NS, NSK)"
 ]
}

 The dataset includes 1334 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030316-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hdcd5
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.08748 9.33606,-76.09413 9.32791,-76.09323 9.32626,-76.09164 9.32469,-76.09115 9.32469,-76.09053 9.32488,-76.09016 9.32518,-76.08945 9.32535,-76.08883 9.32557,-76.08814 9.32598,-76.0878 9.32673,-76.08739 9.32735,-76.08688 9.32797,-76.0866 9.32851,-76.08617 9.3293,-76.08572 9.32999,-76.0848 9.33065,-76.08405 9.33241,-76.08407 9.33362,-76.08445 9.33462,-76.08748 9.33606))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 41 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228824-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53genh
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula kotschyana A.DC."
 ]
}

 The dataset includes 17 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117298-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l3xkuq
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "TaxonKey is Verbena demissa Moldenke"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048248-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xyg2m
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-135.10332 60.3183,-140.03102 60.82798,-140.03102 70.95504,-151.44253 72.73165,-169.59721 69.55368,-167.52239 66.86108,-172.45009 63.37469,-191.90153 52.61399,-178.9339 47.45653,-131.21303 50.02137,-128.1008 54.91289,-135.10332 60.3183))",
 "HasGeospatialIssue is false",
 "TaxonKey is Salicornia europaea L."
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0385356-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktv74j
title: Occurrence Download

description: A dataset containing 2468 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula lactiflora M.Bieb."
 ]
}

 The dataset includes 2468 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117302-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgzwag
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranitomeya toraro Brown, Caldwell, Twomey, Melo-Sampaio & Souza, 2011"
 ]
}

 The dataset's 1 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038535-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywwd5b
title: Occurrence Download

description: A dataset containing 1481256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Antigone canadensis (Linnaeus, 1758)"
 ]
}

 The dataset includes 1481256 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023254-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq7y44
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula lamondiae Rech.f."
 ]
}

 The dataset includes 8 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117303-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hadrqt
title: Occurrence Download

description: A dataset containing 240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Scorzonera baetica (DC.) Boiss."
 ]
}

 The dataset includes 240 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004669-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxmzna
title: Occurrence Download

description: A dataset containing 3637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catherpes mexicanus (Swainson, 1829)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2001",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 3637 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228855-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trdp7a
title: Occurrence Download

description: A dataset containing 3108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula lasiocarpa Cham."
 ]
}

 The dataset includes 3108 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117308-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srnvmb
title: Occurrence Download

description: A dataset containing 3423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limulus polyphemus (Linnaeus, 1758)"
 ]
}

 The dataset includes 3423 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038539-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sa7u94
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coryphophylax brevicauda Harikrishnan, Vasudevan, Chandramouli, Choudhury, Dutta & Das, 2012"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282744-210914110416597/datasets/export for details.
DOI: 10.15468/dl.8wsghf
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula lavrensis (Tocl & Rohlena) Phitos"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117313-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dniha
title: Occurrence Download

description: A dataset containing 12964480 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 12964480 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003224-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkb7uv
title: Occurrence Download

description: A dataset containing 187502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stuckenia pectinata (L.) Börner, Potamogeton natans L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 187502 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282750-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5373f
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula longisepala Podlech"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117327-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egsbra
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonneratia griffithii Kurz"
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004672-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utzwey
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Buteogallus coronatus (Vieillot, 1817)",
 "Year 1000-2022"
 ]
}

 The dataset includes 105 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282742-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy89yy
title: Occurrence Download

description: A dataset containing 63880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gladiolus Tourn. ex L.",
 "Year 1950-2023"
 ]
}

 The dataset includes 63880 records from 657 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027906-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9n4xmq
title: Occurrence Download

description: A dataset containing 941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actinopterygii",
 "HasCoordinate is true",
 "Country is one of (Slovenia)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 941 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236378-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yl16nw
title: Occurrence Download

description: A dataset containing 878 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salamandra atra Laurenti, 1768"
 ]
}

 The dataset includes 878 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004655-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahxjue
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbascum siculum Tod. ex Lojac."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027902-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ep55nx
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus merkusii Jungh. & de Vriese"
 ]
}

 The dataset includes 305 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004640-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11094890
title: Submitted Completed pointings to the Gravitational Wave Treasure Map for event S240422ed

description: Attached in a .json file is the completed pointing information for 306 observation(s) for the EM counterpart search associated with the gravitational wave event S240422ed. These observations were taken on the Sinistro, and MuSCAT instruments.
DOI: 10.15468/dl.xf9yje
title: Occurrence Download

description: A dataset containing 1311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cylindropuntia imbricata (Haw.) F.M.Knuth, Cymatophorima diluta (Denis & Schiffermüller, 1775), Cymindis coadunata Dejean, 1825)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1311 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0316764-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.