cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ogef3m
title: Occurrence Download

description: A dataset containing 1316264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnoliopsida",
 "Geometry POLYGON((-85.693359 11.178401,-83.847656 10.919617,-82.177734 8.928487,-79.365234 9.449061,-78.222656 9.362352,-77.080078 8.407168,-75.761718 7.885147,-74.882812 8.146242,-73.828125 8.320212,-73.212890 7.449624,-73.828125 5.965753,-74.53125 5.353521,-75.058593 4.390228,-75.322265 3.688855,-76.113281 3.162455,-77.080078 2.372368,-77.519531 1.669685,-78.310546 0.439448,-78.75 -1.054627,-79.013671 -2.108898,-79.189453 -3.074695,-80.332031 -3.951940,-80.771484 -2.460181,-80.507812 -0.966750,-79.892578 0.790990,-78.574218 1.933226,-77.255859 3.864254,-77.343749 5.878332,-78.222656 7.623886,-78.75 8.667918,-79.892578 7.536764,-80.859374 6.926426,-82.792968 8.146242,-83.320312 8.407168,-85.078125 9.709057,-85.78125 10.141931,-85.693359 11.178401))"
 ]
}

 The dataset includes 1316264 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067498-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvkwy7
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lophophora fricii Haberm."
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173872-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yf2a7d
title: Occurrence Download

description: A dataset containing 2978 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ononis pusilla subsp. pusilla"
 ]
}

 The dataset includes 2978 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018283-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj4pgu
title: Occurrence Download

description: A dataset containing 20772 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Littorina littorea (Linnaeus, 1758)"
 ]
}

 The dataset includes 20772 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014121-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhuyjc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium cuzcoensis Al-Shehbaz"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173870-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmur28
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galium nevadense Boiss. & Reut."
 ]
}

 The dataset includes 182 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019991-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhj4k6
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa zapoteca Parra-Olea, García-París & Wake, 2002"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014122-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/yx9n-3p75
title: "Malize Test Dataset"

description: "This dataset contains a collection of three distinct, real-world malware samples, i.e. Babuk ransomware, HermeticWiper, and LockBit 3. Each sample is provided with its SHA256 hash for verification and is accompanied by publicly available technical reports detailing its functionality and characteristics. This dataset is specifically designed to support research and development in static malware analysis, particularly for evaluating automated analysis tools, large language model (LLM) applications, and reverse engineering techniques."
DOI: 10.5281/zenodo.17937430
title: Gas measurements (N2, O2, Ar, CO2, CH4) of Camp Century and GRIP debris-rich ice.

description: Ice cores from Camp Century (77° 10' N; 61° 08' W) and GRIP (72° 34’N; 37° 37’W) were sampled and the Niels Bohr Institute in 2021 and 2023. Measurements of gas composition (N2, O2, Ar, CO2, CH4) were performed on 72 samples at the Université Libre de Bruxelles (Brussels, Belgium) using a custom-made system using a Thermo Scientific™ TRACE™ 1310 Gas Chromatograph. The system measured N2, O2 and Ar with a thermal conductivity detector and CO2 and CH4 with a flame ionization detector. Gas extraction was done under vaccum with melting/refreezing.A measurement of gas species  in a sample (nmeasured) was corrected for the blank (nblank), the correction factor (CF), and the analytical bias (AB) as follows:

ncorrected = (nmeasured - nblank) / (CF * AB)

For O2, Ar and CH4, the blanks were under the limit of detection (LOD) and were, therefore, not considered in the correction. The N2 and CO2 blanks were 4.10× 10-7 ± 3.36 × 10-7 and 1.02 × 10-8 ± 1.14 10-8 mol. The CF is estimated as 0.81 ± 0.03 or 0.72 ± 0.01, depending on the line configuration. The AB is 1.06 ± 0.03, 1.06 ± 0.03, 1.05 ± 0.03, 0.86 ± 0.06 and 1.10 ± 0.04 for N2, O2, Ar, CO2, and CH4 , respectively.

Uncertainties were propagated using standard error-propagation formulas, explicitly accounting for the covariance between dependent variables.See Ardoin et al. (submitted at The Cryosphere) for the complete method.
DOI: 10.5281/zenodo.14229943
title: A uniaxial hysteretic superelastic constitutive model applied to additive manufactured lattices - data and postprocessing tools

description: This data set contains all result data obtained during the implementation of  an uniaxial hysteretic superelastic constitutive model and its application to additive manufactured lattices.

Furthermore, it contains all ABAQUS .inp files, the implemented subroutine of the hysteretic superelastic constitutive model, diagrams generated from the data, as well as postprocessing tools for generating the diagrams.
DOI: 10.5281/zenodo.14229942
title: A uniaxial hysteretic superelastic constitutive model applied to additive manufactured lattices - data and postprocessing tools

description: This data set contains all result data obtained during the implementation of  an uniaxial hysteretic superelastic constitutive model and its application to additive manufactured lattices.

Furthermore, it contains all ABAQUS .inp files, the implemented subroutine of the hysteretic superelastic constitutive model, diagrams generated from the data, as well as postprocessing tools for generating the diagrams.
DOI: 10.5281/zenodo.17948722
title: Model pengelolaan public relationship dalam meningkatkan  hubungan internal dan eksternal lembaga pendidikan

description: Public Relations (PR) atau Hubungan Masyarakat (Humas) memiliki peran strategis dalam membangun dan menjaga hubungan antara organisasi dengan publiknya, termasuk dalam konteks lembaga pendidikan. PR berfungsi sebagai sarana komunikasi timbal balik yang bertujuan menciptakan pengertian, kepercayaan, serta dukungan publik demi tercapainya kepentingan bersama. Di era digital, peran humas semakin kompleks karena dituntut mampu mengelola media, membangun citra positif, serta merespons aspirasi dan dinamika publik secara transparan dan profesional.

Artikel ini membahas konsep dasar, fungsi, dan peran Public Relations dalam lembaga pendidikan, dengan menekankan pentingnya manajemen humas sebagai bagian dari fungsi manajerial. Pembahasan mencakup fungsi humas seperti perencanaan, pengorganisasian, penggerakan, koordinasi, pengawasan, motivasi, dan evaluasi, serta peran humas sebagai mediator komunikasi, pembangun citra, penyampai kebijakan, penyalur aspirasi, dan penyelesai konflik. Selain itu, artikel ini juga menguraikan model pengelolaan Public Relations, meliputi model publicity, public information, two-way asymmetrical, dan two-way symmetrical, sebagai pendekatan strategis dalam membangun hubungan internal dan eksternal lembaga pendidikan.

Hasil kajian menunjukkan bahwa penerapan manajemen humas yang terencana, komunikatif, dan berbasis hubungan dua arah mampu meningkatkan kepercayaan serta partisipasi masyarakat terhadap lembaga pendidikan. Dengan pengelolaan public relations yang efektif, lembaga pendidikan dapat menciptakan hubungan yang harmonis, memperkuat reputasi, serta mendukung peningkatan mutu pendidikan secara berkelanjutan.
DOI: 10.5281/zenodo.17523640
title: Replication Data for "Estimating problem difficulty without ground truth using Large Language Model comparisons"

description: This repository provides replication data for "Estimating problem difficulty without ground truth using Large Language Model comparions". The corresponding code is available at https://github.com/MartheBallon/estimating-problem-difficulty-without-ground-truth.
DOI: 10.14457/rmutk.the.2023.33
title: Factors Influencing the Intention to Use Video Conference Platforms of Workers at Financial Institutions in Shanghai, China

description: This study explores the acceptance and usage intention of video conferencing software within Chinese financial institutions in Shanghai, China. It utilized the Technology Acceptance Model (TAM) framework and combined the variables of Perceived Usefulness and Perceived Ease of Use. The sample size was 403 employees working in the Shanghai, China financial institute. The statistics used to analyze data were descriptive statistics, including frequency, percentage, mean, and standard deviation
description: inferential statistics was multiple linear regression at the statistical significance level of 0.05. The finding supported the previous study that perceived usefulness and ease of use influenced the attitude toward using video conferencing platforms, and the attitude toward using video conferencing platforms influenced the intention to use video conferencing platforms in the Chinese financial institute in Shanghai, China.
DOI: 10.18150/qgyh5x
title: Effect of dietary equol on calcium status and bone metabolism in an animal model of postmenopausal osteoporosis

description: [ENG:]The dataset contains results from an experimental study conducted on laboratory animals (model of postmenopausal osteoporosis) aimed at determining the effect of dietary equol supplementation on calcium homeostasis, body composition, and bone metabolism. The data include diet intake, body and organ weights (absolute and relative), serum biochemical and hematological parameters, as well as histomorphometric bone measurements. All analyses were performed according to standard laboratory procedures using biochemical assays, hematology analyzers, and light microscopy.The study was conducted at the Poznań University of Life Sciences, Poland.For further details on the experiment, refer to ReadMe.
DOI: 10.17045/sthlmuni.28850645
title: Secondary education students' views and use of GenAI for school work - quantitative survey data with 1266 respondents

description: This item contains a csv-file data collected through a survey distributed to upper secondary schools in Sweden during spring 2024. 1266 respondents from 9 different schools answered questions about their knowledge about, attitudes towards and use of generative AI for school work, in addition to background questions and questions about support from schools. Most questions are answered on a five-point likert scale. The file also contains columns with factor scores obtained through a confirmatory factor analysis, details of which can be found in the associated publication.In addition to the csv-file, an excel file with variable names, survey questions and scales (in Swedish) is provided, as well as a pdf-version of the questionnaire used (in Swedish). Respondents answered in a digital interface with the same content in a different interface.
DOI: 10.17045/sthlmuni.28850645.v1
title: Secondary education students' views and use of GenAI for school work - quantitative survey data with 1266 respondents

description: This item contains a csv-file data collected through a survey distributed to upper secondary schools in Sweden during spring 2024. 1266 respondents from 9 different schools answered questions about their knowledge about, attitudes towards and use of generative AI for school work, in addition to background questions and questions about support from schools. Most questions are answered on a five-point likert scale. The file also contains columns with factor scores obtained through a confirmatory factor analysis, details of which can be found in the associated publication.In addition to the csv-file, an excel file with variable names, survey questions and scales (in Swedish) is provided, as well as a pdf-version of the questionnaire used (in Swedish). Respondents answered in a digital interface with the same content in a different interface.
DOI: 10.6084/m9.figshare.29291150
title: <b>Phenotypic and genomic profiling of multidrug-resistant </b><b><i>Escherichia coli and Klebsiella pneumoniae</i></b><b> isolated from Intensive Care Unit patients in Kenya</b>

description: This data contains bacterial identification readings from VITEK 2. The data also contain phenotypic antibiotic susceptibility profile for bacterial isolates. Genotypic resistance data assessed by detection of AMR and virulence genes is also included.
DOI: 10.6084/m9.figshare.30892457
title: Molecular epidemiological characteristics information of Klebsiella pneumoniae

description: Molecular epidemiological characteristics information of Carbapenem-resistant hypervirulent Klebsiella pneumoniae
DOI: 10.17605/osf.io/wbfrp
title: Red Photobiomodulation associated to polydioxanone threads in glabella region: A randomized, controlled and double-blind clinical trial

description: This study investigates the concurrent application of polydioxanone (PDO) threads and photobiomodulation (PBM) using red LED light on individuals with glabellar static wrinkles. A randomized, controlled, double-blind, single-center trial involved 40 participants divided into two groups: one receiving effective PBM and the other a PBM sham. Participants met inclusion criteria of Glogau aging classification levels 3 and 4, static glabellar wrinkles, and absence of significant comorbidities. PDO threads were applied along the glabellar line. In the effective PBM group, 2J and 660nm red LED light was applied punctually along the thread, twice weekly for nine sessions over 30 days. Primary outcome was oedema assessment, with secondary outcomes including dermal thickness and PDO thread degradation. Analysis utilized linear ultrasound (10-14MHz, Mobisson brand) over 6 months, following intention-to-treat principles and employing a general mixed model for statistical analysis, with a 95% confidence interval.
DOI: 10.15468/dl.aaf3xa
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)",
 "Geometry POLYGON((26.88894 -20.69695,50.56709 -20.69695,50.56709 6.06394,26.88894 6.06394,26.88894 -20.69695))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis lupaster"
 ]
}

 The dataset includes 465 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054348-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17186173
title: Data for: "A multi-platform LiDAR dataset for standardized forest inventory measurement at long term ecological monitoring sites"

description: We present a curated multi-platform LiDAR dataset from the ICOS Renon site (IT-Ren) in the Italian Alps, designed to support forest inventories and the development of standardized monitoring protocols. The dataset integrates UAV-borne laser scanning (ULS) to measure canopy coverage, terrestrial laser scanning (TLS) for detailed stem mapping, and backpack mobile laser scanning (MLS) with real-time SLAM for efficient sub-canopy acquisition. We focus on the control plot with the most complete and internally consistent registration, where TLS point clouds ($\sim$333 million points) are complemented by ULS and MLS data capturing canopy and understory strata. Marker-free, SLAM-aware protocols were used to reduce field and processing time, while manual and automated methods were combined. Final products are available in LAZ and E57 formats with UTM coordinates, together with registration reports for reproducibility. The dataset provides a benchmark for testing registration methods, evaluating scanning efficiency, and linking point clouds with segmentation, quantitative structure models, and allometric biomass estimation. By situating the acquisitions at a long-term ICOS site, it also offers opportunities to connect 3D structure with decades of ecological and flux measurements. More broadly, it illustrates how TLS, MLS, and ULS can be combined for repeated inventories and digital twins of forest ecosystems.
DOI: 10.5281/zenodo.17186174
title: Data for: "A multi-platform LiDAR dataset for standardized forest inventory measurement at long term ecological monitoring sites"

description: We present a curated multi-platform LiDAR dataset from the ICOS Renon site (IT-Ren) in the Italian Alps, designed to support forest inventories and the development of standardized monitoring protocols. The dataset integrates UAV-borne laser scanning (ULS) to measure canopy coverage, terrestrial laser scanning (TLS) for detailed stem mapping, and backpack mobile laser scanning (MLS) with real-time SLAM for efficient sub-canopy acquisition. We focus on the control plot with the most complete and internally consistent registration, where TLS point clouds ($\sim$333 million points) are complemented by ULS and MLS data capturing canopy and understory strata. Marker-free, SLAM-aware protocols were used to reduce field and processing time, while manual and automated methods were combined. Final products are available in LAZ and E57 formats with UTM coordinates, together with registration reports for reproducibility. The dataset provides a benchmark for testing registration methods, evaluating scanning efficiency, and linking point clouds with segmentation, quantitative structure models, and allometric biomass estimation. By situating the acquisitions at a long-term ICOS site, it also offers opportunities to connect 3D structure with decades of ecological and flux measurements. More broadly, it illustrates how TLS, MLS, and ULS can be combined for repeated inventories and digital twins of forest ecosystems.
DOI: 10.6084/m9.figshare.30892451
title: <b>High-Efficiency Zone Design for Multi-Row Planetary Gear Transmission of Hybrid Electric Vehicles</b>

description: To overcome the efficiency degradation caused by independently designing transmission ratios and evaluating mechanical losses in hybrid electric vehicle drivetrains, this study proposes a unified transmission ratio–efficiency coupled modeling and optimization framework for multi-row planetary gear transmissions. An improved kinematic model based on topological analysis is integrated with a refined multi-source loss model that captures meshing, bearing, churning, and windage losses. The resulting nonlinear coupled system is solved using a Newton–Raphson method with adaptive step-size regulation, enabling accurate prediction of speed distribution, torque balance, and efficiency under varying operating conditions. An enhanced Multi-Objective Particle Swarm Optimization (MOPSO) algorithm is further introduced to identify high-efficiency zones and optimize key structural and lubrication parameters. Bench-test verification—including efficiency MAP measurements, thermal endurance tests, and dynamic response evaluations—shows that the proposed model achieves a mean efficiency prediction error of 1.38% and maintains stable thermal and transient performance. The optimized design increases high-efficiency zone coverage from 68.5% to 78.6% and raises comprehensive efficiency from 92.8% to 95.6%. The results demonstrate that the integrated framework offers a computationally efficient and engineering-viable solution for the systematic design and optimization of planetary gear transmissions.
DOI: 10.5281/zenodo.17948613
title: Numerical simulations of electron acceleration driven by heavy ion beams in plasma with alternating density gradients
DOI: 10.21227/kkwn-e904
title: "SeisMIC\u2011Init: A Multi\u2011Constraint Geophysical Dataset  for Initial Velocity Model Building"

description: "SeisMIC-Init, a large-scale synthetic dataset tailored for initial velocity model construction. Each sample delivers multi-modal inputs---RMS velocity, a post-stack migrated image, horizon annotations, and sparse well-log velocity stripes---and a depth-domain target interval velocity. The dataset comprises 120,000 models spanning four structural subsets: FlatVel-A\/B, CurveVel-A\/B. "
DOI: 10.15468/dl.8nnt44
title: Occurrence Download

description: A dataset containing 2799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Satureja hortensis"
 ]
}

 The dataset includes 2799 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054349-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqfne6
title: Occurrence Download

description: A dataset containing 8427219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "Year 2000-2025"
 ]
}

 The dataset includes 8427219 records from 1848 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054338-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyqk1b
title: Occurrence Download

description: A dataset containing 10235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andropogon gerardii Vitman"
 ]
}

 The dataset includes 10235 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010315-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgnjux
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus holochloropsis Sudre"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106136-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.