cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.nraucm
title: Occurrence Download

description: A dataset listing the 8162 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((25.7 -18.7, 25.75 -18.6, 25.45 -18.6, 25.65 -18.3, 25.35 -17.95, 25.7 -17.95, 25.75 -17.6, 26.25 -17.3, 26.3 -16.8, 26.55 -16.65, 26.9 -16.85, 27.25 -16.8, 27.6 -16.5, 27.6 -16.3, 28.1 -16.25, 28 -16, 28.15 -15.95, 28.4 -16.15, 28.95 -16, 28.85 -15.65, 28.25 -15.4, 28.3 -15.05, 28.05 -14.9, 28.05 -14.7, 28.35 -14.55, 28.35 -14.4, 28.2 -14.4, 28.3 -14, 28.65 -13.95, 28.6 -13.65, 28.75 -13.45, 29.2 -13.45, 29.55 -13.2, 29.65 -13.45, 29.85 -13.45, 30.05 -13.25, 30.3 -13.25, 30.45 -13, 30.6 -13.1, 30.7 -12.9, 30.85 -12.95, 31.1 -12.3, 31.3 -12.25, 31.6 -11.55, 31.75 -11.55, 31.8 -11.2, 32.05 -11, 32.05 -10.7, 32.55 -10.4, 32.75 -9.75, 33.3 -9.449999999999999, 33.35 -10.1, 33.65 -10.55, 33.95 -10.7, 33.6 -11.5, 33.85 -12.15, 33.75 -12.1, 33.4 -12.55, 33 -12.65, 33 -13.2, 33.15 -13.2, 33.05 -13.6, 32.85 -13.6, 32.6 -13.9, 32.05 -13.95, 32.05 -14.1, 31.55 -14.3, 31.4 -14.55, 32.1 -15.3, 32.7 -15.4, 32.65 -15.95, 32 -16.2, 31.85 -16.45, 31.95 -16.55, 31.8 -16.6, 31.45 -16.45, 30.8 -16.6, 30.7 -16.5, 30.5 -16.6, 30.45 -16.45, 29.9 -16.55, 29 -17.25, 28.7 -17.3, 28.55 -17.65, 28.35 -17.55, 28.15 -17.95, 28 -17.85, 27.35 -18.4, 27.35 -18.6, 26.75 -18.65, 26.2 -18.9, 25.8 -18.9, 25.85 -18.75, 25.7 -18.7))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1960",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 8162 records were derived from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050029-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5gqrj
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tragopogon pseudocastellanus Blanca & C.Díaz"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163076-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjr8ri
title: Occurrence Download

description: A dataset containing 8140 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Cuba",
 "Country is Costa Rica",
 "Country is Brazil",
 "Country is Mexico",
 "Country is Ecuador",
 "Country is Nicaragua",
 "Country is Honduras",
 "Country is Peru",
 "Country is Colombia",
 "Country is Panama",
 "Country is Jamaica",
 "Country is Puerto Rico"
 ]
 },
 "TaxonKey is Goniopteris K.B.Presl, 1836"
 ]
}

 The dataset includes 8140 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003436-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.naxm2m
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Sida monteiroi Krapov."
 ]
}

 The dataset includes 22 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163098-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fwmz4
title: Occurrence Download

description: A dataset containing 4674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominican Republic",
 "TaxonKey is Anolis cybotes Cope, 1862"
 ]
}

 The dataset includes 4674 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274235-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2drnz
title: Occurrence Download

description: A dataset containing 14417 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asclepias curassavica L."
 ]
}

 The dataset includes 14417 records from 326 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003436-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87y53q
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Dioscorea birmanica Prain & Burkill"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028926-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iynwjm
title: Occurrence Download

description: A dataset containing 3688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna spectabilis (DC.) H.S.Irwin & Barneby",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 3688 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000343-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xmqkn
title: Occurrence Download

description: A dataset containing 25512 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Marine mammal aerial surveys in the Bering, Chukchi and Beaufort Seas 1979-2010"
 ]
}

 The dataset includes 25512 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287168-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mb0olm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Antarctic cryptoendolithic fungal communities ITS amplicon sequencing"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041357-181108115102211/datasets/export for details.
DOI: 10.15468/dl.44a42u
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Striatobalanus tenuis (Hoek, 1883)"
 ]
}

 The dataset includes 148 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133150-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wfcu9
title: Occurrence Download

description: A dataset containing 22987 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Acanthus mollis L.)"
 ]
}

 The dataset includes 22987 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163111-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdjo6k
title: Occurrence Download

description: A dataset containing 301526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-102 16,-102 19,-98 19,-98 16,-102 16))"
 ]
}

 The dataset includes 301526 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003437-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kc8tzb
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ziziphus jujuba (L.) Lam.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000343-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7kwk3
title: Occurrence Download

description: A dataset listing the 14 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Theobroma cacao L."
 ]
}

 The dataset's 14 records were derived from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163107-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed6n8v
title: Occurrence Download

description: A dataset containing 7985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thuja plicata Donn ex D.Don",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7985 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140947-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu73t6
title: Occurrence Download

description: A dataset containing 104262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malus domestica (Suckow) Borkh."
 ]
}

 The dataset includes 104262 records from 254 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052603-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udyft7
title: Occurrence Download

description: A dataset containing 1722 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spermophilus citellus (Linnaeus, 1766)"
 ]
}

 The dataset includes 1722 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107834-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8n2mz6
title: Occurrence Download

description: A dataset containing 1486388167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aves"
 ]
}

 The dataset includes 1486388167 records from 9546 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017777-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc27z3fs
title: CCDC 2084515: Experimental Crystal Structure Determination

description: Related Article: Kouki Matsubara, Momoko Hori, Mizuki Horiguchi, Yuji Koga|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.34740/kaggle/dsv/13914766
title: World Athletics Calendar (worldathletics.org)
DOI: 10.15468/dl.3bybe6
title: Occurrence Download

description: A dataset containing 54152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84)",
 "TaxonKey is Amanita muscaria"
 ]
}

 The dataset includes 54152 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014812-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17756951
title: BatteryLife_Processed

description: News



[Nov. 29th 2025]: Released v8, fixing the problem of charge capacity columns for CALB dataset.

[Oct. 30th 2025]: Released v7, adding SDU dataset and corrected the time_in_s column in all batteries.

[June 3rd 2025]: Released v6, adding the complete Stanford dataset as "Stanford_2" (now including both releases of the Stanford dataset). We also corrected data statistics in the readme documents.

[Apr. 29th 18:00 pm 2025]: 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 2025]: 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. The life labels of the processed batteries are in "Life Labels.zip".

 

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 Github 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: 10.6084/m9.figshare.30740813.v1
title: 人工智能教育应用对深度学习的影响调研1.0（终）

description: This dataset pertains to a survey on the impact of AI in education applications on deep learning. It includes demographic information, the independent variable (AI usage behavior), the dependent variable (deep learning), and the mediating variable (self-efficacy). After data processing and screening, 423 valid questionnaires were retained. Including variables generated during data processing, there are a total of 107 items.
DOI: 10.6084/m9.figshare.30740813
title: 人工智能教育应用对深度学习的影响调研1.0（终）

description: This dataset pertains to a survey on the impact of AI in education applications on deep learning. It includes demographic information, the independent variable (AI usage behavior), the dependent variable (deep learning), and the mediating variable (self-efficacy). After data processing and screening, 423 valid questionnaires were retained. Including variables generated during data processing, there are a total of 107 items.
DOI: 10.25919/qp5t-0w82
title: Parkes observations for project P630 semester 2011APRS_28

description: We propose to carry out the most ambitious and comprehensive all-sky survey for pulsars and transient sources to date. Using the 20cm multibeam and a new digital filterbank array this survey will create a petabyte digital record of the sky that can be data mined in the future and used to search for relativistic binary and millisecond pulsars, RRATs, and extragalactic radio bursts. The survey should discover 100s of new millisecond and normal pulsars and help define the lower limit to pulsar periods, test theories of relativistic gravity, find transients and provide pulsars for gravitational wave detection.
DOI: 10.7939/r3-xsha-9002
title: Doubly Public Appendices
DOI: 10.7939/83577
title: Diamonds as probes of Earth’s mantle in space and time - ESM

description: Electronic supplementary materials of A. Pezzera Ph.D. Thesis "Diamonds as probes of Earth’s mantle in space and time". Appendix A: Knee Lake diamonds ESM A.1: classification of 3257 diamonds ESM A.2: FTIR data of 830 diamonds ESM A.3: full LA-ICP-MS data of the garnet inclusion in diamond 2020-1460-425m-1B ESM A.4: carbon and nitrogen isotope composition and nitrogen concentration by SIMS of 346 Knee Lake diamonds plus 7 synthetic diamond tracers ESM A.5: size-frequency distribution of Knee Lake, Wawa, FALC and Kokchetav diamonds Appendix B: Candle Lake diamonds ESM B.1: classification of 674 diamonds ESM B.2: FTIR data of 129 diamonds ESM B.3: carbon and nitrogen isotope composition and nitrogen concentration by SIMS of 77 diamonds
DOI: 10.5281/zenodo.17757163
title: FIShBOT Archive 2025-11-29

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.5281/zenodo.17757164
title: FIShBOT Archive 2025-11-29

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.15468/dl.fnh78w
title: Occurrence Download

description: A dataset containing 118923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -35.914722",
 "DecimalLatitude is less than or equal to -30.914722",
 "DecimalLongitude is greater than or equal to -65.0",
 "DecimalLongitude is less than or equal to -60.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 118923 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014827-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.29762.64965
title: articulo cientifico - cesar humpiri jilapa.pdf
DOI: 10.5281/zenodo.17751054
title: Pre-processed datasets for manuscript: Divergent Subtropical Forest Functional and Structural Responses to the 2022 Yangtze River Extreme Drought.

description: This is the pre-processed datasets for manuscript submmited to Journal of Geophysical Research-Biogeosciences entitled: Divergent Subtropical Forest Functional and Structural Responses to the 2022 Yangtze River Extreme Drought.

These datasets can be directly used for computation and plotting for the manuscript by our codes provided at: https://github.com/BaoniLi/JGR-B_2025.
DOI: 10.5281/zenodo.17751055
title: Pre-processed datasets for manuscript: Divergent Subtropical Forest Functional and Structural Responses to the 2022 Yangtze River Extreme Drought.

description: This is the pre-processed datasets for manuscript submmited to Journal of Geophysical Research-Biogeosciences entitled: Divergent Subtropical Forest Functional and Structural Responses to the 2022 Yangtze River Extreme Drought.

These datasets can be directly used for computation and plotting for the manuscript by our codes provided at: https://github.com/BaoniLi/JGR-B_2025.
DOI: 10.15468/dl.xmfggf
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ateles"
 ]
}

 The dataset includes 300 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014835-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scqaga
title: Occurrence Download

description: A dataset containing 101790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus inermis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 101790 records from 895 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014829-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v35da8
title: Occurrence Download

description: A dataset containing 13542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus japonicus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13542 records from 436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014836-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17756973
title: Remote sensing and Plasmodium Falciparum parasite rate Dataset for potential mosquito breeding sites detection in Karagwe, Tanzania

description: This dataset integrates remote sensing environmental variables with Plasmodium falciparum parasite rate (PfPR2-10) for children aged between 2-10 years old data to model and predict malaria prevalence across Karagwe District, Tanzania, thus enable the identification of potential mosquito breeding sites. The dataset includes biophysical indicators derived from satellite imagery such as vegetation indices and hydrological indices alongside climatic variables, which are known ecological drivers of malaria transmission. The dataset supports machine learning–based malaria risk modelling and spatial epidemiology research.
DOI: 10.5281/zenodo.17756974
title: Remote sensing and Plasmodium Falciparum parasite rate Dataset for potential mosquito breeding sites detection in Karagwe, Tanzania

description: This dataset integrates remote sensing environmental variables with Plasmodium falciparum parasite rate (PfPR2-10) for children aged between 2-10 years old data to model and predict malaria prevalence across Karagwe District, Tanzania, thus enable the identification of potential mosquito breeding sites. The dataset includes biophysical indicators derived from satellite imagery such as vegetation indices and hydrological indices alongside climatic variables, which are known ecological drivers of malaria transmission. The dataset supports machine learning–based malaria risk modelling and spatial epidemiology research.
DOI: 10.5281/zenodo.17756814
title: Multi Modal DL Inference Zip File 75% Overlap - Preprocessed, Nan fill, padding, min max normalization

description: Multi Modal DL Inference Zip File 75% Overlap - Preprocessed, Nan fill, padding, min max normalization
DOI: 10.5281/zenodo.17756815
title: Multi Modal DL Inference Zip File 75% Overlap - Preprocessed, Nan fill, padding, min max normalization

description: Multi Modal DL Inference Zip File 75% Overlap - Preprocessed, Nan fill, padding, min max normalization