cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5rym7g
title: Occurrence Download

description: A dataset containing 34193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Craterellus tubaeformis",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 34193 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014128-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17750994
title: Datasets used as example files for TSSpredatorWeb
DOI: 10.5281/zenodo.17750995
title: Datasets used as example files for TSSpredatorWeb
DOI: 10.5281/zenodo.17451571
title: BatteryLife_Processed

description: News



[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: 10.15468/dl.wtsjnr
title: Occurrence Download

description: A dataset containing 7038620 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données acquises par le Conservatoire botanique national du Bassin parisien et son réseau (bénévoles, associations, autres structures professionnelles) - Flore du Bassin parisien (CBNBP)"
 ]
}

 The dataset includes 7038620 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014121-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17751015
title: USP11_T_cell_data
DOI: 10.5281/zenodo.17751014
title: USP11_T_cell_data
DOI: 10.15468/dl.ckake5
title: Occurrence Download

description: A dataset containing 28361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Hydnum repandum",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 28361 records from 376 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014131-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13909113
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.mry8wk
title: Occurrence Download

description: A dataset containing 10630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Hydnum rufescens",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10630 records from 214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014133-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgjyga
title: Occurrence Download

description: A dataset containing 1058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.08479 35.33193,10.53939 35.33193,10.53939 43.82315,-1.08479 43.82315,-1.08479 35.33193))",
 "OccurrenceStatus is Present",
 "TaxonKey is Cetacea",
 "Year 2021-2022"
 ]
}

 The dataset includes 1058 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014134-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wuydn
title: Occurrence Download

description: A dataset containing 1476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is one of (FloraCAT: Banco de datos de los cormófitos de Cataluña, CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España, Sistema de Información de la vegetación Ibérica y Macaronésica, Banco de Datos de la Biodiversidad de la Comunitat Valenciana, Colección de plantas vasculares del herbario de la Universitat de València (VAL), Herbario HSS Finca La Orden-Valdesequera (CICYTEX). Junta de Extremadura, Col·lecció de plantes de l'herbari de la Universitat de Barcelona, Colección de plantas vasculares del Herbario \"Jaime Andrés Rodríguez\". LEB, Observation.org, Nature data from around the World)",
 "Geometry POLYGON((-9.48199 43.57944,-9.02928 40.686,-9.88198 38.85374,-8.97707 36.80603,-7.06286 36.95914,-6.22828 35.97405,-5.16676 35.9177,-2.06935 36.5492,-0.67719 37.36959,0.43653 38.70944,-0.13773 39.34481,1.063 40.78308,3.48187 41.73799,3.39487 42.51238,1.98531 42.51238,0.53777 42.8444,0.12119 42.68343,-1.85206 43.64294,-7.37341 44.00468,-9.48199 43.57944))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Senecio lividus"
 ]
}

 The dataset includes 1476 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014135-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17737034
title: Life cycle dynamic inventory for electricity generation sustainable indicators

description: The datasets provide all the information necessary to support the quantification of sustainability indicators for power generation in Chile. Data for the quantification of 8 environmental, 8 social and 4 economic indicators between years 2005-2022 are reported. 

All the data are referenced in the file, and the paper that supports this dataset is named DATA BEHIND THE DYNAMIC SUSTAINABILITY INDICATORS FOR ELECTRICITY GENERATION IN CHILE, submitted on 28/11/2025 to the Data in Brief Journal. 

Due to the data treatment and the historical reports considered, the data have restrictions in their reproducibility to avoid their misuse, assuming the validity in different contexts, years, geographical locations and technological backgrounds. In this sense, contact with the author is encouraged.
DOI: 10.5281/zenodo.17737035
title: Life cycle dynamic inventory for electricity generation sustainable indicators

description: The datasets provide all the information necessary to support the quantification of sustainability indicators for power generation in Chile. Data for the quantification of 8 environmental, 8 social and 4 economic indicators between years 2005-2022 are reported. 

All the data are referenced in the file, and the paper that supports this dataset is named DATA BEHIND THE DYNAMIC SUSTAINABILITY INDICATORS FOR ELECTRICITY GENERATION IN CHILE, submitted on 28/11/2025 to the Data in Brief Journal. 

Due to the data treatment and the historical reports considered, the data have restrictions in their reproducibility to avoid their misuse, assuming the validity in different contexts, years, geographical locations and technological backgrounds. In this sense, contact with the author is encouraged.
DOI: 10.5281/zenodo.17734916
title: Forest stand characteristics drive the macronutrient composition of Vaccinium winter forage for cervids

description: Abstract

Shrubs of the genus Vaccinium serve as foundation species in boreal ecosystems as they define much of the structure of the ground vegetation and play key roles in many ecosystem services and processes. For example, Vaccinium myrtillus (bilberry) and V. vitis-idaea (cowberry) constitute staple foods for several species of large herbivores (Cervidae, deer) in Northern Europe. However, changes to the tree layer from forestry practices have resulted in declines in habitat suitability and the abundance of these shrubs over recent decades. Here, we assess whether related changes to tree basal area and species composition also affect the macronutrient composition of these shrubs, and if so, how such alterations may influence food selection by moose (Alces alces). We sampled bilberry and cowberry twigs during wintertime in five study areas dispersed latitudinally in Sweden, using 65 forest stands dominated by Scots pine (Pinus sylvestris) or Norway spruce (Picea abies) that varied in age and site fertility, while also taking into account soil C:N, pH and moisture. We found that the macronutrient composition of bilberry and cowberry forage was significantly altered by forest density and tree species composition. In denser and more spruce dominated forests (i.e. lower understory light), forage contained less non-structural carbohydrates, but more protein and lignin, compared to shrubs growing in more open and pine dominated forests. We also found that the forage available in such shaded environments was closer to the presumed nutritional target balance of moose. Our results illustrate that management decisions influence the macronutrient composition of understory shrubs in a way that may be important forherbivore foraging choices. We suggest that a larger variation in forest structure, both within and among stands across the landscape, will provide cervids with greater variation in forage qualities, since even small differences in forest structure can increase the nutritional variation of the forage. We discuss our results in the context of plant resource allocation, herbivore nutritional balancing and game and forest management.
DOI: 10.5281/zenodo.17734917
title: Forest stand characteristics drive the macronutrient composition of Vaccinium winter forage for cervids

description: Abstract

Shrubs of the genus Vaccinium serve as foundation species in boreal ecosystems as they define much of the structure of the ground vegetation and play key roles in many ecosystem services and processes. For example, Vaccinium myrtillus (bilberry) and V. vitis-idaea (cowberry) constitute staple foods for several species of large herbivores (Cervidae, deer) in Northern Europe. However, changes to the tree layer from forestry practices have resulted in declines in habitat suitability and the abundance of these shrubs over recent decades. Here, we assess whether related changes to tree basal area and species composition also affect the macronutrient composition of these shrubs, and if so, how such alterations may influence food selection by moose (Alces alces). We sampled bilberry and cowberry twigs during wintertime in five study areas dispersed latitudinally in Sweden, using 65 forest stands dominated by Scots pine (Pinus sylvestris) or Norway spruce (Picea abies) that varied in age and site fertility, while also taking into account soil C:N, pH and moisture. We found that the macronutrient composition of bilberry and cowberry forage was significantly altered by forest density and tree species composition. In denser and more spruce dominated forests (i.e. lower understory light), forage contained less non-structural carbohydrates, but more protein and lignin, compared to shrubs growing in more open and pine dominated forests. We also found that the forage available in such shaded environments was closer to the presumed nutritional target balance of moose. Our results illustrate that management decisions influence the macronutrient composition of understory shrubs in a way that may be important forherbivore foraging choices. We suggest that a larger variation in forest structure, both within and among stands across the landscape, will provide cervids with greater variation in forage qualities, since even small differences in forest structure can increase the nutritional variation of the forage. We discuss our results in the context of plant resource allocation, herbivore nutritional balancing and game and forest management.
DOI: 10.5517/ccdc.csd.cc2l2t9t
title: CCDC 2385986: Experimental Crystal Structure Determination

description: Related Article: Tao Jin, Narayan Sinha, Dorothee S. Wagner, Alessandro Prescimone, Daniel Häussinger, Oliver S. Wenger|2025|J.Am.Chem.Soc.|147|4587|doi:10.1021/jacs.4c16672
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: 10.5281/zenodo.17369555
title: Patient-derived medullary thyroid cancer in vitro models

description: the dataset contains:



uncropped gels of western blot representative images

FASTQ files from NGS targeted sequencing

AB1 files from direct Sanger Sequencing (confirmation of RET, RAS, CDKN1B and KIT variants at later passages)

Raw data of:



PDS size

Western blot densitometry

Cell types absolute number

Calcitonin, Chromogranin A and Thyroglobulin ELISA readout

ELDA parameters

RT-qPCR cycles

MTC IF quantification of whole tissues and of perivascular and invasive ROIs

Sphere IF quantification

Matrigel invasion assay measurements

Zebrafish xenograft angiogenesis and invasiveness quantification

Proliferation assays readout for drug dose-response experiments

Full correlation values between gene expression and drug effects
DOI: 10.57906/rar8-nk26
title: Business Insights and Conditions Survey - UK
DOI: 10.5281/zenodo.15594056
title: Patient-derived medullary thyroid cancer in vitro models

description: the dataset contains:



uncropped gels of western blot representative images

FASTQ files from NGS targeted sequencing

Raw data of:



PDS size

Western blot densitometry

Cell types absolute number

Calcitonin, Chromogranin A and Thyroglobulin ELISA readout

ELDA parameters

RT-qPCR cycles

MTC IF quantification of whole tissues and of perivascular and invasive ROIs

Sphere IF quantification

Matrigel invasion assay measurements

Zebrafish xenograft angiogenesis and invasiveness quantification

Proliferation assays readout for drug dose-response experiments

Full correlation values between gene expression and drug effects
DOI: 10.5281/zenodo.15594055
title: Patient-derived medullary thyroid cancer in vitro models

description: the dataset contains:



uncropped gels of western blot representative images

FASTQ files from NGS targeted sequencing

AB1 files from direct Sanger Sequencing (confirmation of RET, RAS, CDKN1B and KIT variants at later passages)

Raw data of:



PDS size

Western blot densitometry

Cell types absolute number

Calcitonin, Chromogranin A and Thyroglobulin ELISA readout

ELDA parameters

RT-qPCR cycles

MTC IF quantification of whole tissues and of perivascular and invasive ROIs

Sphere IF quantification

Matrigel invasion assay measurements

Zebrafish xenograft angiogenesis and invasiveness quantification

Proliferation assays readout for drug dose-response experiments

Full correlation values between gene expression and drug effects
DOI: 10.5281/zenodo.17751119
title: Breast Cancer Final Data

description: Breast Cancer Final Data
DOI: 10.5281/zenodo.17751120
title: Breast Cancer Final Data

description: Breast Cancer Final Data
DOI: 10.5281/zenodo.17738696
title: IBERIFIER Digital Media Dataset

description: IBERIFIER Digital Media Dataset collects more than 5,000 digital media from Spain and Portugal. This dataset has been produced by the IBERIFIER - Iberian Digital Media Research & Fact-Checking project ( www.iberifier.eu ; ref. 2020-EU-IA-0252), funded by the European Commission. Coordinated from the University of Navarra, this project is made up of 23 institutions from Spain and Portugal.

As regards the data from Spain, this dataset is based on the work carried out in several R+D+i projects financed by the Ministry of Science and Innovation of Spain: USPRINME (2016-2018), ref. CSO2015-64662-C4-1-R ; DIGINATIVEMEDIA I (2019-2021), ref. RTI2018-093346-B-C31; and DIGINATIVEMEDIA II (2022-2025), ref. PID2021-122534OB-C22.

Regarding the data from Portugal, this dataset is based on the directory of Portuguese media compiled by ERC - Entidade Reguladora para a Comunicação Social (version: Jan. 3th, 2021).The most updated version of this dataset (v3, Aug. 31, 2025) collects data updated in January 2025.
DOI: 10.5281/zenodo.7335550
title: IBERIFIER Digital Media Dataset

description: IBERIFIER Digital Media Dataset collects more than 5,000 digital media from Spain and Portugal. This dataset has been produced by the IBERIFIER - Iberian Digital Media Research & Fact-Checking project ( www.iberifier.eu ; ref. 2020-EU-IA-0252), funded by the European Commission. Coordinated from the University of Navarra, this project is made up of 23 institutions from Spain and Portugal.

As regards the data from Spain, this dataset is based on the work carried out in several R+D+i projects financed by the Ministry of Science and Innovation of Spain: USPRINME (2016-2018), ref. CSO2015-64662-C4-1-R ; DIGINATIVEMEDIA I (2019-2021), ref. RTI2018-093346-B-C31; and DIGINATIVEMEDIA II (2022-2025), ref. PID2021-122534OB-C22.

Regarding the data from Portugal, this dataset is based on the directory of Portuguese media compiled by ERC - Entidade Reguladora para a Comunicação Social (version: Jan. 3th, 2021).The most updated version of this dataset (v3, Aug. 31, 2025) collects data updated in January 2025.
DOI: 10.5281/zenodo.17751100
title: Resonance duality

description: Every measured oscillation at a liquid–solid or liquid–gas phase boundary falls on the same eight perfect-square keys observed in living systems.

The 10.000 Hz anchor is preserved in open aqueous systems.

Any rigid boundary forces the identical √2 shear tax (7.0710678 Hz).

Double rigid boundaries force 5.000 Hz — the termination state. The √2 shear is the universal coherence cost of fixing a fluid mass in space, whether by metabolic boundary or thermodynamic state change.No fitting. No free parameters. Only measurement.James C. Hanlon III — December 2025 — CC-BY-4.0.          Keywords resonance ladder, phase change, shear tax, 10 Hz anchor, freezing water, evaporation, quantum biology
DOI: 10.6084/m9.figshare.30739373
title: <b>The dataset used by SpaDC</b>

description: The dataset used by SpaDC.
DOI: 10.6084/m9.figshare.30739373.v1
title: <b>The dataset used by SpaDC</b>

description: The dataset used by SpaDC.
DOI: 10.57780/eca-654893c
title: EarthCARE MSI AOT Level 2A

description: EarthCARE MSI AOT Level 2A baseline BC
DOI: 10.15468/dl.xz94fk
title: Occurrence Download

description: A dataset containing 25716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cochlearia tatrae, Draba siliquosa, Draba dubia, Draba fladnizensis, Draba tomentosa, Woodsia alpina, Woodsia pulchella, Poa nobilis, Poa granitica)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25716 records from 365 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014138-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pzd7n
title: Occurrence Download

description: A dataset containing 25716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cochlearia tatrae, Draba siliquosa, Draba dubia, Draba fladnizensis, Draba tomentosa, Woodsia alpina, Woodsia pulchella, Poa nobilis, Poa granitica)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25716 records from 365 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014139-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/whittington-ouc17029348
title: Copy of Mr. W. C. Cross, unidentified location, 1942

description: 2 photographs of a balding man wearing a suit jacket and tie, unidentified location, 1942 March 27. "Client: Carnation Co[mpany], G. S. Thompson, Oconomowoc, Wisc[onsin]; 1 copy incl[uding] print to copy - Amount: 1.75; negative retouching - Amount: 3.00" - on envelope. Editor's note: the creator, date, and location of the original image are unknown. The date here is the date of copying.
DOI: 10.25549/whittington-ouc17029357
title: Mayfair tract publicity, Lakewood, Calif., 1942

description: 7 photographs of construction sites and a man, woman, and small child at a housing development in what became Lakewood, California, 1942 March 28. "Client: First Federal Loan Ass[ociatio]n of Altadena; operator's report - name: Joe; 18 original photographs; out of city - Amount: 45.00; 40 miles: transportation at .20 Trav-L-Lab - Amount: 8.00; 4-1/2 hours: time @ 3.00, regular - Amount: 14.00; [total] Amount: 67.00" - on envelope.
DOI: 10.25549/whittington-ouc17026023
title: Japanese Gardens, Hollywood, Calif., 1939

description: 4 photographs of a pond, trees, and buildings at the end of a patio, from a height, Hollywood neighborhood of Los Angeles, California, 1939 February 9. "Client: Pac[ific] Mutual Life Ins[urance] Co[mpany], Real Estate Dep[artmen]t, 638 Pac[ific] Mutual B[ui]ld[in]g, Mr George Q. McNamara; Classifications: L - General and prominent res[idences] (Bernheimer Estate); operator's report - name: Joe & Cross; 5 original photographs; in city; Amount: 13.50" - on envelope. "Shot of Hollywood from roof of house" - on job card.
DOI: 10.25549/whittington-ouc17029374
title: Copies of drawings of soldiers, unidentified locations, 1942

description: 3 photographs of drawings of soldiers, unidentified locations, 1942 April 3. "Client: J. W. Robinson Co[mpany], Mrs. Firman; 3 copies 8x10; Amount: 4.50" - on envelope. Editor's note: neither the creator nor the place nor date of the original images is known. The date here is the date of copying.
DOI: 10.25549/whittington-ouc17029382
title: Chinese church abbott (sic) saying prayers for victory, Los Angeles, Calif., 1942

description: 5 photographs of a Buddhist abbot in ceremonial clothing reading from a text and playing instruments while standing in front of a statue and screen, Los Angeles, California, 1942 April 5. "Client: United China Relief; Agency: Elwood J. Robinson, Harry Bennett; mailed to Yu Feng Sung; 5 original photographs 8x10 @ 2.50; with other work; Amount: 12.50" - on envelope. "Sing Tai Ho Co[mpany], Chinese jade jewelry, carved ivory & wood, hand made laces - embroideries, porcelain - antiques - art pieces, Chinese paintings; Yu Feng Sung, 764 Quan Yin Road, China City, Los Angeles; [handwritten on back] Buddhists pictures 3 or 4 finest ones" - on business card.