cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wqdg8k
title: Occurrence Download

description: A dataset containing 396 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medopheos edracanthus (Bocourt, 1874)"
 ]
}

 The dataset includes 396 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281236-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jf69ry
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbouriidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 386 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023648-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.beb28h
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Senna pilifera var. pilifera"
 ]
}

 The dataset includes 41 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288440-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmztc6
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium aduncum Lindl."
 ]
}

 The dataset includes 188 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023637-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qz58y
title: Occurrence Download

description: A dataset containing 4820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Campsis Lour."
 ]
}

 The dataset includes 4820 records from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020259-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wdbzm
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "InstitutionCode is one of (instituto de investigación de recursos biologicos alexander von humboldt (iavh), universidad del tolima (ut))",
 "TaxonKey is Apistogramma hoignei Meinken, 1965"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003028-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92c8nn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quedius pectinatus (Sharp, 1874)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0311397-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb92hj
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptocladia J.Agardh, 1892"
 ]
}

 The dataset includes 153 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213992-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfe9es
title: Occurrence Download

description: A dataset containing 769 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hebenstretia dentata L."
 ]
}

 The dataset includes 769 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000183-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v23vmg
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelophylax bergeri (Günther, 1986)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 401 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015838-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhtb5a
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artemisia granatensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006228-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxt3ce
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oecobius amboseli"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006231-250914085247600/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.30135946.v2
title: Extend Driveway Life and Keep It Looking Fresh with Sealing Services by JB Lines

description: JB Lines offers driveway sealing solutions in Ontario & Lethbridge that block moisture, prevent cracks, and keep surfaces looking clean. Driveways face harsh Canadian weather every year, hot summers, freezing winters, rain, and snow. These conditions slowly wear down pavement, leading to cracks, fading, and erosion. Sealing provides a protective layer that keeps water from seeping in and causing long-term damage. This service does not just improve appearance, it adds strength and durability, helping driveways stay smooth and safe for longer.
DOI: 10.34810/data1236
title: Investigating quantitative genotoxicity indicators by DFT analysis of TiO2 surface

description: This dataset houses a research poster and its poster abstract.

The set of documents was first presented at the doctoral days organized by the Doctoral Committee of the Nanoscience, Materials and Chemical Engineering program at Escuela Técnica Superior de Ingeniería Química (ETSEQ) of Universitat Rovira i Virgili (URV) on 18 May 2023 (18th Edition). 

Poster Title: "Investigating quantitative genotoxicity indicators by DFT analysis of TiO2 surface".
description: DFTB+, 20.2.1
description: VASP, vasp.5.4.4.18Apr17-6-g9f103f2a35
description: MatLab, 2023b
DOI: 10.5281/zenodo.17085531
title: Yearly 1-km CUE maps over peninsular Spain for 2001-2023

description: Carbon Use Efficiency (CUE) maps.bands 1 to 23: years 2001 to 2023Projection: geographic WGS84Spatial resolution: 0.01 degTemporal resolution: 1 yearMethodology: "Ecosystem carbon use efficiency at global scale: upscaling eddy-covariance data with machine learning and MODIS products" IN PRESS
DOI: 10.5281/zenodo.17085532
title: Yearly 1-km CUE maps over peninsular Spain for 2001-2023

description: Carbon Use Efficiency (CUE) maps.bands 1 to 23: years 2001 to 2023Projection: geographic WGS84Spatial resolution: 0.01 degTemporal resolution: 1 yearMethodology: "Ecosystem carbon use efficiency at global scale: upscaling eddy-covariance data with machine learning and MODIS products" IN PRESS
DOI: 10.34810/data1237
title: Machine Learning Prediction for Electronic Density of States in Guanine-TiO2 Adsorption Model

description: This dataset houses a research poster and its poster abstract. The set of documents was first presented at the doctoral days organized by the Doctoral Committee of the Nanoscience, Materials and Chemical Engineering program at Escuela Técnica Superior de Ingeniería Química (ETSEQ) of Universitat Rovira i Virgili (URV) on 16 May 2024 (19th Edition). Poster Title: "Machine Learning Prediction for Electronic Density of States in Guanine-TiO2 Adsorption Model".
description: DFTB+, 20.2.1
description: MatLab, 2023b
DOI: 10.3886/e237983
title: Transforming Healthcare Infrastructure Management in Kerala: Innovations, Challenges, and the Path to a Resilient Future

description: This study examined the relationships between job satisfaction, organisational commitment, employee engagement, and turnover intentions among hospital employees (N = 324). A one-way ANOVA revealed significant differences in job satisfaction by department, F(2, 321) = 3.13, p = .045, with the Administration department reporting significantly higher job satisfaction than the Nursing department. A Pearson correlation indicated a positive, moderate association between job satisfaction and organisational commitment (r = 0.52, p &lt; .01).Multiple regression analysis showed that job satisfaction significantly predicted employee engagement (â = 0.48, p &lt; .001) even when controlling for age and tenure (R² = 0.29, F(3, 320) = 44.83, p &lt; .001). At the same time, the demographic variables were not significant predictors. Furthermore, mediation analysis demonstrated that organisational commitment fully mediated the relationship between job satisfaction and turnover intentions. The direct effect of job satisfaction on turnover intentions (B = -0.32, p &lt; .001) became non-significant (B = -0.06, p = 0.506) when the organisational commitment was included, and the bootstrap indirect effect was significant (B = -0.26, 95% CI [-0.36, -0.18], p &lt; .001).These findings underscore the importance of improving job satisfaction to enhance engagement, strengthen organisational commitment, and subsequently reduce turnover intentions. Targeted interventions that foster a supportive work environment may yield long-term benefits in workforce stability and organisational performance.
DOI: 10.3886/e237983v1
title: Transforming Healthcare Infrastructure Management in Kerala: Innovations, Challenges, and the Path to a Resilient Future

description: This study examined the relationships between job satisfaction, organisational commitment, employee engagement, and turnover intentions among hospital employees (N = 324). A one-way ANOVA revealed significant differences in job satisfaction by department, F(2, 321) = 3.13, p = .045, with the Administration department reporting significantly higher job satisfaction than the Nursing department. A Pearson correlation indicated a positive, moderate association between job satisfaction and organisational commitment (r = 0.52, p &lt; .01).Multiple regression analysis showed that job satisfaction significantly predicted employee engagement (â = 0.48, p &lt; .001) even when controlling for age and tenure (R² = 0.29, F(3, 320) = 44.83, p &lt; .001). At the same time, the demographic variables were not significant predictors. Furthermore, mediation analysis demonstrated that organisational commitment fully mediated the relationship between job satisfaction and turnover intentions. The direct effect of job satisfaction on turnover intentions (B = -0.32, p &lt; .001) became non-significant (B = -0.06, p = 0.506) when the organisational commitment was included, and the bootstrap indirect effect was significant (B = -0.26, 95% CI [-0.36, -0.18], p &lt; .001).These findings underscore the importance of improving job satisfaction to enhance engagement, strengthen organisational commitment, and subsequently reduce turnover intentions. Targeted interventions that foster a supportive work environment may yield long-term benefits in workforce stability and organisational performance.
DOI: 10.15468/83xcar
title: Aedes species distribution in Ghana

description: This dataset includes data on the Aedes species distribution in various ecological zones in Ghana.
DOI: 10.5281/zenodo.17121658
title: CAM6 2xCO2 Tree Restoration Data

description: Files contain individual annual mean CAM6 (with interactive chemistry) variables (e.g., TREFHT is 2-m near surface air temperature) for time-slice simulations of high-end tree resotration under 2xCO2 and present-day CO2 levels for simulation years 50-199.   Files are in IDL format and each contains 2 arrays with dimensions [longitude, latitude, year] including EVAR (the 2xCO2 tree restoration experiment) and BVAR (the present-day CO2 tree restoration experiment).  LAT and LON are also included.
DOI: 10.5281/zenodo.17121659
title: CAM6 2xCO2 Tree Restoration Data

description: Files contain individual annual mean CAM6 (with interactive chemistry) variables (e.g., TREFHT is 2-m near surface air temperature) for time-slice simulations of high-end tree resotration under 2xCO2 and present-day CO2 levels for simulation years 50-199.   Files are in IDL format and each contains 2 arrays with dimensions [longitude, latitude, year] including EVAR (the 2xCO2 tree restoration experiment) and BVAR (the present-day CO2 tree restoration experiment).  LAT and LON are also included.
DOI: 10.15468/dl.kaep66
title: Occurrence Download

description: A dataset containing 68285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Tringa totanus",
 "Year 2000-2025"
 ]
}

 The dataset includes 68285 records from 654 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006204-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17122441
title: A Multi-Model Dataset for BOSCH Plasma-Etching: Optical Emission Spectra, Process Parameters, and Wafer Measurements for Data-Driven Plasma Modeling

description: This dataset provides a comprehensive collection of process and measurement data from BOSCH plasma etching experiments conducted at the Center for Microtechnologies (ZFM), Chemnitz, Germany. The experiments were designed to investigate the influence of conditioning on chamber states and process outcomes. While the effect of different conditioning steps (O₂ plasma, O₂/SF₆ plasma, repeated once, three times, or nine times on chuck, Si, and SiO₂ wafers) remained inconclusive, the resulting dataset is uniquely rich and valuable for data-driven modeling.

The dataset includes three major components:





Optical Emission Spectroscopy (OES): High-resolution plasma spectra recorded in situ (185–884 nm, 3648 channels, 25 Hz).




Process Parameters: 31 machine parameters recorded at 5 Hz.




Wafer Measurements: Pre- and post-etch oxide thickness and step heights measured at 9 and 89 spatial points, enabling characterization of etch depth, selectivity, and post-etch uniformity.



Data is stored in NetCDF format with shared dictionaries for efficient compression and easy decoding. Additional CSV files provide wafer-level measurement results, while documentation and example Python scripts demonstrate how to access and process the data.

This dataset is intended as a resource for both machine learning engineers and process experts. It enables studies of plasma cycle structures, development of predictive models for etch depth and uniformity, and exploration of data-driven approaches to etch process control.
DOI: 10.5281/zenodo.17122442
title: A Multi-Model Dataset for BOSCH Plasma-Etching: Optical Emission Spectra, Process Parameters, and Wafer Measurements for Data-Driven Plasma Modeling

description: This dataset provides a comprehensive collection of process and measurement data from BOSCH plasma etching experiments conducted at the Center for Microtechnologies (ZFM), Chemnitz, Germany. The experiments were designed to investigate the influence of conditioning on chamber states and process outcomes. While the effect of different conditioning steps (O₂ plasma, O₂/SF₆ plasma, repeated once, three times, or nine times on chuck, Si, and SiO₂ wafers) remained inconclusive, the resulting dataset is uniquely rich and valuable for data-driven modeling.

The dataset includes three major components:





Optical Emission Spectroscopy (OES): High-resolution plasma spectra recorded in situ (185–884 nm, 3648 channels, 25 Hz).




Process Parameters: 31 machine parameters recorded at 5 Hz.




Wafer Measurements: Pre- and post-etch oxide thickness and step heights measured at 9 and 89 spatial points, enabling characterization of etch depth, selectivity, and post-etch uniformity.



Data is stored in NetCDF format with shared dictionaries for efficient compression and easy decoding. Additional CSV files provide wafer-level measurement results, while documentation and example Python scripts demonstrate how to access and process the data.

This dataset is intended as a resource for both machine learning engineers and process experts. It enables studies of plasma cycle structures, development of predictive models for etch depth and uniformity, and exploration of data-driven approaches to etch process control.
DOI: 10.15468/dl.f75axr
title: Occurrence Download

description: A dataset containing 91253 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana arvalis"
 ]
}

 The dataset includes 91253 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006175-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnhc8b
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apiognomonia veneta",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006232-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfckb5
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apiognomonia veneta",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 453 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006233-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68r85t
title: Occurrence Download

description: A dataset containing 3725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((6.149568248504541 49.65881812899584, 6.149266407041027 49.661454543926524, 6.148177941052612 49.6640020688224, 6.14634456902658 49.66636278206547, 6.143836669624168 49.66844592895691, 6.140750588776953 49.67017141451653, 6.137204941938014 49.6714728877027, 6.133336052858546 49.67230029758149, 6.129292704613261 49.67262182224747, 6.125230406131966 49.67242509553162, 6.121305396982881 49.67171768377362, 6.11766862371313 49.67052679410055, 6.11445992220067 49.668898225567936, 6.111802632156968 49.666894603973496, 6.109798852521667 49.664592968965174, 6.108525520799378 49.66208180711667, 6.108031466554637 49.65945764595261, 6.1083355507449655 49.656821340648484, 6.109425959982273 49.65427419668305, 6.111260679937285 49.65191407768111, 6.113769126738774 49.64983164787365, 6.116854871118547 49.64810689307134, 6.120399348847569 49.646806053064644, 6.124266414161004 49.645979082391676, 6.128307561636001 49.64565773609267, 6.132367617390149 49.645854353181946, 6.136290683290177 49.64656138400949, 6.139926108631051 49.64775167944137, 6.143134262744745 49.64937953088999, 6.145791889256221 49.651382421727114, 6.1477968380015975 49.65368342355599, 6.149071993489819 49.65619414619875, 6.149568248504541 49.65881812899584))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 3725 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006235-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data1276
title: HIRES-PhD (High Impact Research and Employability Skills for PhD) Framework Data

description: The dataset includes 236 identified PhD transversal skills for enhanced employability, sourced from 39 research articles. These skills are categorized thematically into two levels, forming the HIRES-PhD Framework.
description: This project has received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No. 945413 and from the Universitat Rovira i Virgili (URV). 

Disclaimer: This work reflects only the author’s view and the Agency is not responsible for any use that may be made of the information it contains.
DOI: 10.15468/dl.kbqq8x
title: Occurrence Download

description: A dataset containing 42745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year is 1938",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 42745 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006234-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acp9b4
title: Occurrence Download

description: A dataset containing 132701 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes albopictus"
 ]
}

 The dataset includes 132701 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006159-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17130791
title: Animal data and environmental data of North China leopards in North China

description: This dataset contains the original data of species distribution and environmental data for evaluating the habitat quality of the North China leopard (Panthera pardus japonensis) in North China.
DOI: 10.5281/zenodo.17130792
title: Animal data and environmental data of North China leopards in North China

description: This dataset contains the original data of species distribution and environmental data for evaluating the habitat quality of the North China leopard (Panthera pardus japonensis) in North China.