cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17930554
title: Battery Imaging Library: Synchrotron X-ray micro-CT cylindrical Trustfire NMC532 Li-ion battery Charged C/20 (top) (raw data)

description: This entry contains the raw data for X-ray micro-CT at beamline I12 at Diamond Light Source -  cylindrical Trustfire NMC532 Li-ion battery Charged C/20 (top)

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.17930553
title: Battery Imaging Library: Synchrotron X-ray micro-CT cylindrical Trustfire NMC532 Li-ion battery Charged C/20 (top) (raw data)

description: This entry contains the raw data for X-ray micro-CT at beamline I12 at Diamond Light Source -  cylindrical Trustfire NMC532 Li-ion battery Charged C/20 (top)

If you use these data, then please cite the Battery Imaging Library website and the following paper:

Battery Imaging Library: Multi-length scale and multi-modal synchrotron and laboratory battery imaging data for all, R. Docherty et al., 2025
description: Funding: Royal Society Industry Fellowship IF\R2\222059. The Battery Imaging Library is intended for academic and educational purposes. Commercial use should be discussed with the authors.
DOI: 10.5281/zenodo.18146577
title: FACTORS INFLUENCING WORK SYSTEM PREFERENCES: A STUDY OF GENERATION X, Y, AND Z EMPLOYEES

description: The COVID-19 pandemic has introduced three main work models: Work From Office (WFO), Work From Home (WFH), and hybrid. This shift has created a critical need to understand the factors that influence work system preferences among Generations X, Y, and Z in the labor market. This study examines how generational characteristics, work-life balance, flexibility, and digital literacy shape work system preferences among 413 employees in Indonesia using PLS-SEM with WarpPLS. Results show that generational characteristics and flexibility significantly influence work preferences, while work-life balance and digital literacy do not significantly affect preferences in the Indonesian context. These findings reveal how cultural norms favoring physical presence and limited remote work infrastructure create different dynamics than developed markets. Gen X and Y predominantly prefer WFO for stability and direct interaction, while Gen Z leans toward WFH for flexibility. This study contributes empirical evidence from an emerging economy perspective and highlights the importance of designing adaptive work policies that account for generational differences, organizational culture, and infrastructure readiness rather than simply adopting Western-based flexible work models

Keywords: work system preferences, generations X Y Z, work-life balance, flexibility, digital literacy, WFO, WFH, hybrid work, Indonesia
DOI: 10.5281/zenodo.18146576
title: FACTORS INFLUENCING WORK SYSTEM PREFERENCES: A STUDY OF GENERATION X, Y, AND Z EMPLOYEES

description: The COVID-19 pandemic has introduced three main work models: Work From Office (WFO), Work From Home (WFH), and hybrid. This shift has created a critical need to understand the factors that influence work system preferences among Generations X, Y, and Z in the labor market. This study examines how generational characteristics, work-life balance, flexibility, and digital literacy shape work system preferences among 413 employees in Indonesia using PLS-SEM with WarpPLS. Results show that generational characteristics and flexibility significantly influence work preferences, while work-life balance and digital literacy do not significantly affect preferences in the Indonesian context. These findings reveal how cultural norms favoring physical presence and limited remote work infrastructure create different dynamics than developed markets. Gen X and Y predominantly prefer WFO for stability and direct interaction, while Gen Z leans toward WFH for flexibility. This study contributes empirical evidence from an emerging economy perspective and highlights the importance of designing adaptive work policies that account for generational differences, organizational culture, and infrastructure readiness rather than simply adopting Western-based flexible work models

Keywords: work system preferences, generations X Y Z, work-life balance, flexibility, digital literacy, WFO, WFH, hybrid work, Indonesia
DOI: 10.5281/zenodo.18600047
title: TISH QATORINING BUZILISH SABABLARI

description: Ushbu ishda tish qatorining buzilishining asosiy sabablariga e’tibor qaratilgan. Merosiy omillar, zararli odatlar, noto‘g‘ri tishlarning joylashishi, og‘iz bo‘shlig‘i kasalliklari va stomatologik muolajalarning o‘z vaqtida qilinmasligi tahlil qilingan. Tishlarni saqlash va to‘g‘ri tish qatorini shakllantirishda profilaktika va stomatologga murojaat qilish muhimligi ta’kidlangan.
DOI: 10.5281/zenodo.18600046
title: TISH QATORINING BUZILISH SABABLARI

description: Ushbu ishda tish qatorining buzilishining asosiy sabablariga e’tibor qaratilgan. Merosiy omillar, zararli odatlar, noto‘g‘ri tishlarning joylashishi, og‘iz bo‘shlig‘i kasalliklari va stomatologik muolajalarning o‘z vaqtida qilinmasligi tahlil qilingan. Tishlarni saqlash va to‘g‘ri tish qatorini shakllantirishda profilaktika va stomatologga murojaat qilish muhimligi ta’kidlangan.
DOI: 10.15468/dl.tayskv
title: Occurrence Download

description: A dataset containing 739 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus gymnotis"
 ]
}

 The dataset includes 739 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006127-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31306651
title: Data for figures in "Instantaneous modes in dispersive laser cavities"

description: Data for figures in "Instantaneous modes in dispersive laser cavities". <br><br>Each figure is uploaded as a matlab figure file, and in addition, the data is saved as csv files.
DOI: 10.6084/m9.figshare.31306651.v1
title: Data for figures in "Instantaneous modes in dispersive laser cavities"

description: Data for figures in "Instantaneous modes in dispersive laser cavities". <br><br>Each figure is uploaded as a matlab figure file, and in addition, the data is saved as csv files.
DOI: 10.15468/dl.pf2cea
title: Occurrence Download

description: A dataset containing 34842916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.33_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2020-2026"
 ]
}

 The dataset includes 34842916 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006061-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/37f9-1j65
title: Spanish Newspaper Coverage of Climate Change or Global Warming, 2004-2026

description: The Media and Climate Change Observatory Data monitors 74 sources (across newspapers, radio and TV) in 38 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://sciencepolicy.colorado.edu/icecaps/research/media_coverage/index.html. These data include Excel (.xlsx), CSV (.csv), and plain-text README files (.txt).
DOI: 10.15468/dl.vgp8j8
title: Occurrence Download

description: A dataset containing 25123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is SeasonWatch - Tree Phenology Dataset (India)",
 "GadmGid is IND.31_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 25123 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006128-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/gyyjqs
title: A New Bambusicolous Species of Spirodecospora (Spirodecosporaceae) from Yunnan, China, with a Key to Known Species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Luo, Xingyu, Habib, Kamran, Ren, Yulin, Lu, Changtao, Zhang, Qinfang, Liu, Lili, Kang, Jichuan, Chen, Yang, Li, Qirui (2025): A New Bambusicolous Species of Spirodecospora (Spirodecosporaceae) from Yunnan, China, with a Key to Known Species. Phytotaxa 722 (3): 222-234, DOI: 10.11646/phytotaxa.722.3.2, URL: https://doi.org/10.11646/phytotaxa.722.3.2AbstractA new species of the genus Spirodecospora (Spirodecosporaceae, Xylariales) from Yunnan, China, is described and illustrated here under the name of Spirodecospora brevifissurata. It is characterized by deeply immersed, large ascomata, a square-shaped ascal apical apparatus, and relatively large ascospores with a single median linear striation, half the length of the ascospore, surrounded by a mucilaginous sheath. Phylogenetic analysis based on combined ITS, LSU and rpb2 sequences places the new taxon relative to S. jichuanenii, from which it differs in having larger ascomata and larger ascospores. Descriptions and illustrations of the new species are provided, as well as a key to the species of Spirodecospora known to the world.
DOI: 10.15468/dl.zrk9nz
title: Occurrence Download

description: A dataset containing 8802 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythemis vesiculosa"
 ]
}

 The dataset includes 8802 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006129-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtszka
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16.97294 27.87848,-16.01916 27.87848,-16.01916 28.72763,-16.97294 28.72763,-16.97294 27.87848))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Geoplanidae"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006131-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/37f9-1j65.95
title: Spanish Newspaper Coverage of Climate Change or Global Warming, 2000-2026 - January 2026

description: The Media and Climate Change Observatory Data monitors 131 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.5281/zenodo.18599987
title: Are Estimates of Lower Continental Crust Bulk Composition Biased Due to Seismic Anisotropy?

description: This dataset and the associated code support the publication titled “Are Estimates of Lower Continental Crust Bulk Composition Biased Due to Seismic Anisotropy?”
DOI: 10.5281/zenodo.18599986
title: Are Estimates of Lower Continental Crust Bulk Composition Biased Due to Seismic Anisotropy?

description: This dataset and the associated code support the publication titled “Are Estimates of Lower Continental Crust Bulk Composition Biased Due to Seismic Anisotropy?”
DOI: 10.5281/zenodo.18600072
title: MILLI MAARIFÇI REALIZMIN MƏRHƏLƏLƏRI VƏ ESTETIKASıNDAKı TIPOLOJI MÜXTƏLIFLIK

description: Məqalədə maarifçilik ədəbi cərəyanının  sentimentalizm ədəbi cərəyanı ilə paralel şəkildə fəaliyyət göstərməsi məsələsi təhlil edilmişdir. Həmçinin Azərbaycan ədəbiyyatı tarixində  maarifçilərin ədəbiyyatşünaslar tərəfindən qruplaşdırılmasının  nəzəri təhlili  tədqiqatçı tərəfindən izah edilmişdir. Məqalədən məlum olur ki,   Azərbaycan ədəbiyyatı tarixində XIX əsr maarifçi realizm, XX əsr isə satirik və realist inikas üsullarında multikulturalizmin təzahürlərinin izlərinin görüldüyü bir dövr idi. Tədqiqat əsərində XIX-XX əsrlər maarifçiliyinin 2 zamanın kəsişdiyi dövrdə inkişafı tədqiqatçı tərəfindən təhlil müstəvisinə gətirilmişdir.
DOI: 10.5281/zenodo.18600071
title: MILLI MAARIFÇI REALIZMIN MƏRHƏLƏLƏRI VƏ ESTETIKASıNDAKı TIPOLOJI MÜXTƏLIFLIK

description: Məqalədə maarifçilik ədəbi cərəyanının  sentimentalizm ədəbi cərəyanı ilə paralel şəkildə fəaliyyət göstərməsi məsələsi təhlil edilmişdir. Həmçinin Azərbaycan ədəbiyyatı tarixində  maarifçilərin ədəbiyyatşünaslar tərəfindən qruplaşdırılmasının  nəzəri təhlili  tədqiqatçı tərəfindən izah edilmişdir. Məqalədən məlum olur ki,   Azərbaycan ədəbiyyatı tarixində XIX əsr maarifçi realizm, XX əsr isə satirik və realist inikas üsullarında multikulturalizmin təzahürlərinin izlərinin görüldüyü bir dövr idi. Tədqiqat əsərində XIX-XX əsrlər maarifçiliyinin 2 zamanın kəsişdiyi dövrdə inkişafı tədqiqatçı tərəfindən təhlil müstəvisinə gətirilmişdir.
DOI: 10.25824/redu/s5imbg
title: Replication data for: EVDura - electric vehicle battery durability prognostics framework

description: EVDura reúne scripts, notebooks e planilhas da dissertação de mestrado (FEEC-UNICAMP) sobre prognóstico de durabilidade de baterias Li-íon em veículos elétricos baseado em perfil de uso. O fluxo separa (estimadores/parametrização) de (simulação de cenários). A parametrização usa dados laboratoriais (NASA) e o prognóstico é testado com perfis de condução reais (EVERLASTING), gerando SoH/RUL com incerteza considerada. Inclui código para reproduzir R²/RMSE, figuras e artefatos citados na dissertação. Os dados associados a esta dissertação estão sob embargo temporário por questões de proteção intelectual. Eles serão disponibilizados futuramente através do Zenodo. Para mais informações, favor entrar em contato com os responsáveis pelo depósito. EVDura brings together scripts, notebooks, and spreadsheets from the master’s thesis (FEEC-UNICAMP) on prognostics of Li-ion battery durability in electric vehicles based on usage profile. The pipeline decouples (estimators/parameterization) from (scenario simulation). Parameterization relies on laboratory data (NASA), and prognostics is evaluated with real driving profiles (EVERLASTING), producing SoH/RUL with uncertainty quantification. It includes code to reproduce R²/RMSE, figures, and artifacts referenced in the thesis. The data cannot be made available at this time due to intellectual property protection and are under temporary embargo. They will be released in the future through Zenodo. For further information, please contact the depositors.
DOI: 10.5281/zenodo.18600089
title: СОВРЕМЕННЫЕ ПОДХОДЫ К ДИАГНОСТИКЕ СИНДРОМА ПЕРЕТРЕНИРОВАННОСТИ У БОКСЁРОВ-ПОДРОСТКОВ: ОБЗОР КЛИНИКО-ФИЗИОЛОГИЧЕСКИХ МЕТОДОВ

description: В статье рассматриваются современные подходы к диагностике синдрома перетренированности у боксёров подросткового возраста. Проанализированы клинические проявления и физиологические маркеры данного состояния, включая показатели вариабельности сердечного ритма, гормонального статуса, биохимические параметры крови и психофизиологические характеристики. Показано, что традиционные методы диагностики часто не позволяют выявить ранние признаки перетренированности у юных спортсменов. Обоснована необходимость разработки комплексного подхода к диагностике, учитывающего возрастные особенности организма подростков и специфику тренировочного процесса в боксе. Предложены перспективные направления оптимизации диагностических мероприятий на основе интеграции клинических и физиологических показателей.
DOI: 10.5281/zenodo.18600088
title: СОВРЕМЕННЫЕ ПОДХОДЫ К ДИАГНОСТИКЕ СИНДРОМА ПЕРЕТРЕНИРОВАННОСТИ У БОКСЁРОВ-ПОДРОСТКОВ: ОБЗОР КЛИНИКО-ФИЗИОЛОГИЧЕСКИХ МЕТОДОВ

description: В статье рассматриваются современные подходы к диагностике синдрома перетренированности у боксёров подросткового возраста. Проанализированы клинические проявления и физиологические маркеры данного состояния, включая показатели вариабельности сердечного ритма, гормонального статуса, биохимические параметры крови и психофизиологические характеристики. Показано, что традиционные методы диагностики часто не позволяют выявить ранние признаки перетренированности у юных спортсменов. Обоснована необходимость разработки комплексного подхода к диагностике, учитывающего возрастные особенности организма подростков и специфику тренировочного процесса в боксе. Предложены перспективные направления оптимизации диагностических мероприятий на основе интеграции клинических и физиологических показателей.
DOI: 10.5281/zenodo.18339907
title: Oxygen isotope data from the Alto dell'Ortles ice cores (South Tyrol, Italy)

description: The dataset refers to the d18O values obtained from the Alto dell'Ortles cores #1,# 2 and #3, drilled on the Alto dell'Ortles glacier (3859 m a.s.l.) in South Tyrol, Italy, in September/October 2011 (Lat:46.51 N, Long: 10.54 E)

Ice core 1 was analyzed in the frame work of the Giuliano Dreossi's PhD thesis carried out at Ca' Foscari University of Venice, Italy.

Ice cores 2 and 3 were analyzed at the Ohio State University, Columbus, Ohio, USA.
DOI: 10.5281/zenodo.18339906
title: Oxygen isotope data from the Alto dell'Ortles ice cores (South Tyrol, Italy)

description: The dataset refers to the d18O values obtained from the Alto dell'Ortles cores #1,# 2 and #3, drilled on the Alto dell'Ortles glacier (3859 m a.s.l.) in South Tyrol, Italy, in September/October 2011 (Lat:46.51 N, Long: 10.54 E)

Ice core 1 was analyzed in the frame work of the Giuliano Dreossi's PhD thesis carried out at Ca' Foscari University of Venice, Italy.

Ice cores 2 and 3 were analyzed at the Ohio State University, Columbus, Ohio, USA.
DOI: 10.15468/dl.rhqwj4
title: Occurrence Download

description: A dataset containing 4286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Lampropeltis"
 ]
}

 The dataset includes 4286 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006132-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18599913
title: A new theoretical framework for parameterizing nonequilibrium fractionation during evaporation from the ocean

description: This archive includes the surface flux model described in "A new theoretical framework for parameterizing nonequilibrium fractionation during evaporation from the ocean", submitted to J. Adv. Model. Earth Sy.

It also includes the subroutines for the new parameterization in iCAM6, output from the iCAM6 simulations, as well as Python scripts and notebooks for creating the figures.

Surface flux model

All code related to the surface flux model is in surface_flux_model.zip. The main script is called surface_flux_model.py. Parameters for the surface flux model can be adjusted in surface_flux_parameters.py. The plotting scripts are named plot_<something>.py.

iCAM6 simulations

The model output from the iCAM6 simulations is in icam6_output.zip:



Monthly averages of H2OV, HDOV, and H218OV at the lowest model level from 2007-01-01 to 2020-12-31 are saved in nudged_clim_old_alphak.nc (default parameterization), nudged_clim_const_alphak (constant αk) and nudged_clim_new_alphak.nc (new parameterization). The file nudged_clim_new_alphak.nc additionally includes U10, PS, TREFHT, TS, LHFLX, SHFLX.

Hourly averages of H2OV, HDOV, and H218OV at the lowest model level are saved separately for each field campaign on limited domains covering the extent of the campaigns. The files are named nudged_<campaign>_old_alphak.nc (default parameterization), nudged_<campaign>_const_alphak (constant αk), and nudged_<campaign>_new_alphak.nc (new parameterization). The files nudged_<campaign>_new_alphak.nc additionally include U10, PS, TREFHT, TS, LHFLX, SHFLX.


The subroutines for the new parameterization in iCAM6 are in water_isotopes.F90.

The scripts for the analysis are in icam6_scripts.zip. The notebook results.ipynb calls the necessary python modules (icam.py, util.py, functions.py) and creates the figures for the iCAM6 simulations. It assumes that the measurements from the field campaigns are located in a subdirectory called measurements/ (see the references cited in the manuscript for access to the data). The functions for reading the measurements may need to be adapted depending on the format of the downloaded files.

Python environment

The Python scripts and notebooks run with Python version 3.10. Required packages are listed in the file environment.yml, which can be used to create a conda environment:

conda env create -f environment.yml
DOI: 10.5281/zenodo.15230760
title: A new theoretical framework for parameterizing nonequilibrium fractionation during evaporation from the ocean

description: This archive includes the surface flux model described in "A new theoretical framework for parameterizing nonequilibrium fractionation during evaporation from the ocean", submitted to J. Adv. Model. Earth Sy.

It also includes the subroutines for the new parameterization in iCAM6, output from the iCAM6 simulations, as well as Python scripts and notebooks for creating the figures.

Surface flux model

All code related to the surface flux model is in surface_flux_model.zip. The main script is called surface_flux_model.py. Parameters for the surface flux model can be adjusted in surface_flux_parameters.py. The plotting scripts are named plot_<something>.py.

iCAM6 simulations

The model output from the iCAM6 simulations is in icam6_output.zip:



Monthly averages of H2OV, HDOV, and H218OV at the lowest model level from 2007-01-01 to 2020-12-31 are saved in nudged_clim_old_alphak.nc (default parameterization), nudged_clim_const_alphak (constant αk) and nudged_clim_new_alphak.nc (new parameterization). The file nudged_clim_new_alphak.nc additionally includes U10, PS, TREFHT, TS, LHFLX, SHFLX.

Hourly averages of H2OV, HDOV, and H218OV at the lowest model level are saved separately for each field campaign on limited domains covering the extent of the campaigns. The files are named nudged_<campaign>_old_alphak.nc (default parameterization), nudged_<campaign>_const_alphak (constant αk), and nudged_<campaign>_new_alphak.nc (new parameterization). The files nudged_<campaign>_new_alphak.nc additionally include U10, PS, TREFHT, TS, LHFLX, SHFLX.


The subroutines for the new parameterization in iCAM6 are in water_isotopes.F90.

The scripts for the analysis are in icam6_scripts.zip. The notebook results.ipynb calls the necessary python modules (icam.py, util.py, functions.py) and creates the figures for the iCAM6 simulations. It assumes that the measurements from the field campaigns are located in a subdirectory called measurements/ (see the references cited in the manuscript for access to the data). The functions for reading the measurements may need to be adapted depending on the format of the downloaded files.

Python environment

The Python scripts and notebooks run with Python version 3.10. Required packages are listed in the file environment.yml, which can be used to create a conda environment:

conda env create -f environment.yml