cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6tr5pvwy44
title: Depth and Fluence Scaling Factors for PLA, ABS and PETG

description: Three-dimensional (3D) printing has revolutionized the fabrication of customized phantoms and devices in radiotherapy, with thermoplastics such as PLA, ABS, and PETG widely used due to their mechanical properties and accessibility. However, their radiological equivalence to water—critical for accurate dosimetry—remains incompletely characterized, particularly for ABS and PETG. This study experimentally determined the depth scaling factor (c_{pl}) and fluence scaling factor (h_{pl}) for these materials using 3D-printed slab phantoms (20 × 20 cm²) adhering strictly to IAEA TRS-398 protocol recommendations for lateral scatter equilibrium. Ionization measurements were performed with electron beams of 6, 9, 12, and 16 MeV energies, and results were validated via Monte Carlo (MC) simulations using the Varian Eclipse eMC v18.0 algorithm. Densities measured for printed slabs were consistently lower than nominal filament values, reflecting inherent imperfection printing gaps from fused deposition modeling. PLA and PETG, denser than water, exhibited c_{pl}\ values greater than unity, while ABS showed c_{pl}\ below unity, consistent with density-dependent electron range behavior. No significant energy dependence was found for either scaling factor. MC simulations underestimated c_{pl}\ by up to 8.4%, whereas h_{pl}\ values showed closer agreement (within 3.3%), suggesting fluence scaling is less sensitive to material heterogeneity. The low cost and reproducibility of 3D-printed phantoms highlight their potential for personalized quality assurance in radiotherapy. Future work should explore scaling factor variability across printing parameters and assess long-term stability to optimize clinical integration. This study provides a robust, protocol-compliant dataset essential for the safe use of 3D-printed materials in electron beam relative dosimetry and clinical potential applications.
DOI: 10.17632/6tr5pvwy44.1
title: Depth and Fluence Scaling Factors for PLA, ABS and PETG

description: Three-dimensional (3D) printing has revolutionized the fabrication of customized phantoms and devices in radiotherapy, with thermoplastics such as PLA, ABS, and PETG widely used due to their mechanical properties and accessibility. However, their radiological equivalence to water—critical for accurate dosimetry—remains incompletely characterized, particularly for ABS and PETG. This study experimentally determined the depth scaling factor (c_{pl}) and fluence scaling factor (h_{pl}) for these materials using 3D-printed slab phantoms (20 × 20 cm²) adhering strictly to IAEA TRS-398 protocol recommendations for lateral scatter equilibrium. Ionization measurements were performed with electron beams of 6, 9, 12, and 16 MeV energies, and results were validated via Monte Carlo (MC) simulations using the Varian Eclipse eMC v18.0 algorithm. Densities measured for printed slabs were consistently lower than nominal filament values, reflecting inherent imperfection printing gaps from fused deposition modeling. PLA and PETG, denser than water, exhibited c_{pl}\ values greater than unity, while ABS showed c_{pl}\ below unity, consistent with density-dependent electron range behavior. No significant energy dependence was found for either scaling factor. MC simulations underestimated c_{pl}\ by up to 8.4%, whereas h_{pl}\ values showed closer agreement (within 3.3%), suggesting fluence scaling is less sensitive to material heterogeneity. The low cost and reproducibility of 3D-printed phantoms highlight their potential for personalized quality assurance in radiotherapy. Future work should explore scaling factor variability across printing parameters and assess long-term stability to optimize clinical integration. This study provides a robust, protocol-compliant dataset essential for the safe use of 3D-printed materials in electron beam relative dosimetry and clinical potential applications.
DOI: 10.17632/27yxxdvttb.1
title: SEMI-SYSTEMATIC LITERATURE REVIEW: DIGITAL TRANSFORMATION SMEs - Industry 4.0

description: This dataset presents the results of a semi-systematic literature review addressing the digital transformation of industrial SMEs to develop an Industry 4.0 environment. A total of 117 articles were analyzed. The authors identified the main technological capacities presented in the documents. From the review, they also traced the promoting and inhibiting factors regarding the digitalization of this group of enterprises.
DOI: 10.17632/nk6zmcdnyx
title: Supplementary Material for "Association between atopic dermatitis and dermatophytosis: a TriNetX retrospective cohort study"

description: Supplementary Appendix. International Classification of Disease, 10th revision codes used
DOI: 10.17632/nk6zmcdnyx.1
title: Supplementary Material for "Association between atopic dermatitis and dermatophytosis: a TriNetX retrospective cohort study"

description: Supplementary Appendix. International Classification of Disease, 10th revision codes used
DOI: 10.17632/647d8d4csh.1
title: MAG extract and female Culex pipiens refractoriness
DOI: 10.15468/dl.4nvfda
title: Occurrence Download

description: A dataset containing 1392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anopheles stephensi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample, Occurrence evidence)"
 ]
}

 The dataset includes 1392 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012424-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kpxp5zkh5f.1
title: From Human Heuristics to Human–AI Teams

description: This data repository contains data for the manuscript submitted for publication: bin Kamruddin, A., Lam, C., Ghanem, S., Patil, G., Musolesi, M., di Bernardo, M., & Richardson, M. J. (n.d.). From human heuristics to human–AI teams: Modeling multiagent first-person herding using dynamical perceptual–motor primitives.
DOI: 10.15468/dl.awgnje
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fallopia sachalinensis",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 388 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012423-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pzbgzww8hf.1
title: A peer assessment-based metaverse inquiry task approach to promoting learning achievement, critical thinking, collaboration, and creative thinking: Evidence from statistical and epistemic network analysis

description: This dataset includes two distinct components:

1. Creativity ENA Analysis:
 This part of the dataset contains creativity assessment scores for a group of individuals. The dataset has columns of Creativity Score: Numerical values representing the creativity assessment score of each individual. These scores may be based on specific creativity measures or evaluations.

2. Knowledge and Survey Analysis:
The second component of the dataset contains knowledge and survey data. It includes information collected from participants regarding their pre- and post-test of knowledge, critical thinking, and collaboration tendency. The exact structure and variables are detailed in the file, which includes information on:

a. Knowledge Scores: Metrics representing participants' understanding or knowledge of the introductory section of Information System course.
b. Survey Responses: Data reflecting the answers of participants to critical thinking and collaboration tendency.
DOI: 10.17632/8pknvs5krw
title: BSFL_HorseManure_Moxidectin

description: The data are aimed to answer these questions: (1) the viability of BSFL in manure sourced from horses treated with moxidectin; (2) the efficiency of BSFL in treating horse manure, as measured by dry mass reduction; and (3) the extent to which key nutrients —including nitrogen, phosphorus, potassium, and other macro- and micronutrients—are transformed through BSFL treatment.
DOI: 10.17632/8pknvs5krw.1
title: BSFL_HorseManure_Moxidectin

description: The data are aimed to answer these questions: (1) the viability of BSFL in manure sourced from horses treated with moxidectin; (2) the efficiency of BSFL in treating horse manure, as measured by dry mass reduction; and (3) the extent to which key nutrients —including nitrogen, phosphorus, potassium, and other macro- and micronutrients—are transformed through BSFL treatment.
DOI: 10.17632/w3gzsytfsb.1
title: Timing and Surgical Strategies for Reconstruction of Iatrogenic Bile Duct Injury Following Cholecystectomy: A Retrospective Cohort Study

description: We conducted a retrospective cohort study of 54 consecutive patients with major BDI (Strasberg D/E) at a tertiary hepatobiliary center (2014-2022). Management followed a predefined protocol stratified by presentation timing and clinical status: Immediate repair (&lt;72 h; n=22), Early delayed repair (~2 weeks; n=12), or Late delayed repair (3 months after initial drainage; n=12). Critically ill patients (n=8) underwent resuscitation before any definitive repair. The primary outcome was treatment success, defined as absence of anastomotic stricture or recurrent cholangitis requiring intervention. Factors associated with outcome were investigated in regression analysis.
DOI: 10.17632/t7ntk649xv.3
title: Data for: Visibility and Citation in the Scientific Ecosystem: How Persistent Identifiers are Transforming Science

description: This dataset contains semi-structured survey data collected as part of the exploratory study “Visibility and Citation in the Scientific Ecosystem: How Persistent Identifiers are Transforming Science.” The study investigates how the adoption of persistent identifiers (PIDs), such as DOIs and ORCID iDs, is reshaping the landscape of scientific communication by enhancing the discoverability, attribution, and citation of research outputs. The data include responses capturing researchers’ awareness, use, and perceptions of PIDs within the scientific community. These data provide valuable insights into the evolving role of PIDs in research ecosystems and contribute to a better understanding of how these tools influence academic visibility and impact. The dataset supports further research on digital identity management, scholarly communication practices, and metrics of scientific influence.
DOI: 10.15468/dl.mpgy7n
title: Occurrence Download

description: A dataset containing 1282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calliandra tergemina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1282 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012425-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17148338
title: Data and code for "Reading Assistant for the Visually Impaired Implemented on Two Raspberry Pi Units with a 3D Housing Made from Recycled Materials"

description: source in Pythonsource code of the project developedfigures from the document
DOI: 10.5281/zenodo.17148339
title: Data and code for "Reading Assistant for the Visually Impaired Implemented on Two Raspberry Pi Units with a 3D Housing Made from Recycled Materials"

description: source in Pythonsource code of the project developedfigures from the document
DOI: 10.21947/2228953
title: CACO Site - PNNL Surface Flux Station at 10m / Raw Data

description: This dataset contains raw time series of fast response wind and virtual sonic temperature data (nominal 20Hz) for calculation of the turbulent fluxes; measured at 10 mAGL.
DOI: 10.15468/dl.7whtat
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Persicaria polystachya",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012426-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17148381
title: Mosquito Survival Dataset
DOI: 10.5281/zenodo.17148380
title: Mosquito Survival Dataset
DOI: 10.15468/dl.62dr36
title: Occurrence Download

description: A dataset containing 1089 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calliandra trinervia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1089 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012427-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3r5qgq
title: Occurrence Download

description: A dataset containing 79808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centropages hamatus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 79808 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012394-250914085247600/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.30015358
title: SNP and INDEL Variant Dataset of the <i>Beta</i> Mini-Core Collection (BMCC)

description: This dataset contains SNP and INDEL variants identified in the <i>Beta</i> Mini-Core Collection (BMCC). Variants were called from whole-genome resequencing data of 290 beet accessions and are provided in VCF format (vcf.gz).The dataset has been used for genetic diversity studies and association mapping in <i>Beta</i> species, including sugar beet, table beet, leaf beet, fodder beet, and <i>Beta vulgaris</i> ssp. <i>maritima</i>. It provides a valuable resource for plant geneticists, breeders, and bioinformaticians interested in exploring genomic variation within the BMCC.
DOI: 10.6084/m9.figshare.30015358.v1
title: SNP and INDEL Variant Dataset of the <i>Beta</i> Mini-Core Collection (BMCC)

description: This dataset contains SNP and INDEL variants identified in the <i>Beta</i> Mini-Core Collection (BMCC). Variants were called from whole-genome resequencing data of 290 beet accessions and are provided in VCF format (vcf.gz).The dataset has been used for genetic diversity studies and association mapping in <i>Beta</i> species, including sugar beet, table beet, leaf beet, fodder beet, and <i>Beta vulgaris</i> ssp. <i>maritima</i>. It provides a valuable resource for plant geneticists, breeders, and bioinformaticians interested in exploring genomic variation within the BMCC.
DOI: 10.15468/dl.nayprp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonum arenarium",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012428-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ewvv2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonum arenarium",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012429-250914085247600/datasets/export for details.
DOI: 10.15468/dl.8ccyhm
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonum arenarium",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012430-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njpv5x
title: Occurrence Download

description: A dataset containing 934 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cathormion umbellatum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 934 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012431-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21947/2228954
title: CACO Site - PNNL Surface Flux Station at 10m / Reviewed Data

description: This dataset contains 30-minute estimates of preliminary processed turbulent fluxes and relevant statistics.
DOI: 10.15468/dl.6f5zb7
title: Occurrence Download

description: A dataset containing 266662914 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Specimen"
 ]
}

 The dataset includes 266662914 records from 8877 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012406-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15158794
title: TABLE 1. Quantitative and qualitative distinctions between Z. multidentata, Z in Zamia multidentata (Cycadales, Zamiaceae), a new arborescent species of Zamia from Acre, Brazil

description: TABLE 1. Quantitative and qualitative distinctions between Z. multidentata, Z. hymenophyllidia, and Z. urep.
Z. multidentataZ. hymenophyllidiaZ. urepStem habitCaulescentCaulescentAcaulescentMedian leaflet length (cm)18.2–21.716–2411–20Median leaflet width (cm)4.3–9.34.5–7.23–6Median leaflet teeth number30–490–1118–29Leaflet adaxially raised longitudinal creasePresentPresentAbsentMedian leaflet veins at center36–4721–2819–24Adaxial leaflet vein prominenceLowModerateHighNew leaf colorGreenGreenBrownMicrosporangia per microsporophyll12–1710–129–10
description: Published as part of Segalla, Rosane, Pimenta, Ricardo Soares & Calonje, Michael, 2023, Zamia multidentata (Cycadales, Zamiaceae), a new arborescent species of Zamia from Acre, Brazil, pp. 28 in Phytotaxa 598 (1) on page 28, DOI: 10.11646/phytotaxa.598.1.2, http://zenodo.org/record/7958730
DOI: 10.5281/zenodo.15158797
title: Table 1 in Glyptothorax primusplicae, a new species of rheophilic catfish (Teleostei: Sisoridae) from the Chindwin basin, Manipur

description: Table 1. Morphometric data of Glyptothorax primusplicae. Range includes the value of holotype.
MeasurementHolotypeRangeMeanSDTotal length (mm)92.761.2–101Standard length (mm)73.248.5–77.8As a percentage of standard lengthHead length23.620.6–25.424.01.6Head width22.016.5–22.520.42.2Body depth at dorsal-fin origin19.412.4–20.016.72.8Body depth at anus15.710.3–15.713.91.8Predorsal length34.633.0–37.335.51.4Prepectoral length19.716.5–21.820.21.9Prepelvic length46.243.3–47.546.21.4Pre-anal length65.361.9–67.665.51.9Pelvic fin to vent distance13.810.3–15.413.51.9Anal fin to vent distance4.43.1–5.44.60.8Dorsal-fin base length11.39.3–12.211.11.0Dorsal-fin spine length15.411.3–17.114.62.0Dorsal fin height20.917.3–22.420.31.6Dorsal to adipose fin length36.336.3–41.938.52.2Post-adipose distance13.813.8–20.417.92.4Maximum height of adipose fin5.22.7–5.64.91.0Adipose-fin base length11.17.0–13.310.42.0Pectoral fin length23.820.8–24.923.91.4Pelvic fin length17.915.5–19.418.41.4Anal fin height20.418.6–23.221.21.7Caudal fin length30.724.7–35.630.43.6Caudal peduncle length18.016.5–20.119.01.3Caudal peduncle height10.27.0–10.69.41.2Head height at occiput13.88.7–15.313.22.2Adhesive apparatus length13.410.3–15.613.41.6Adhesive apparatus width10.16.2–10.19.21.3As a percentage of head lengthHead width89.670.0–89.881.87.9Head depth at occiput53.845.0–55.852.03.5Mouth width46.836.0–49.544.54.6Eye diameter8.17.5–11.89.91.7Snout length53.833.0–54.546.77.8Inter-orbital space32.429.9–36.632.22.3Nasal barbel length31.830.0–37.133.62.6Maxillary barbel length93.676.6–107.596.510.1Inner mandibular barbel length28.320.0–33.227.04.0Outer mandibular barbel length52.035.1–52.046.66.5Pectoral-fin spine length79.861.0–79.870.87.1
SD: standard deviation.
description: Published as part of Shangningam, Bungdon & Kosygin, Laishram, 2023, Glyptothorax primusplicae, a new species of rheophilic catfish (Teleostei: Sisoridae) from the Chindwin basin, Manipur, pp. 1602 in Journal of Natural History 57 (33 - 36) on page 1602, DOI: 10.1080/00222933.2023.2260542, http://zenodo.org/record/10611058
DOI: 10.5281/zenodo.15158798
title: Table 1 in Glyptothorax primusplicae, a new species of rheophilic catfish (Teleostei: Sisoridae) from the Chindwin basin, Manipur

description: Table 1. Morphometric data of Glyptothorax primusplicae. Range includes the value of holotype.
MeasurementHolotypeRangeMeanSDTotal length (mm)92.761.2–101Standard length (mm)73.248.5–77.8As a percentage of standard lengthHead length23.620.6–25.424.01.6Head width22.016.5–22.520.42.2Body depth at dorsal-fin origin19.412.4–20.016.72.8Body depth at anus15.710.3–15.713.91.8Predorsal length34.633.0–37.335.51.4Prepectoral length19.716.5–21.820.21.9Prepelvic length46.243.3–47.546.21.4Pre-anal length65.361.9–67.665.51.9Pelvic fin to vent distance13.810.3–15.413.51.9Anal fin to vent distance4.43.1–5.44.60.8Dorsal-fin base length11.39.3–12.211.11.0Dorsal-fin spine length15.411.3–17.114.62.0Dorsal fin height20.917.3–22.420.31.6Dorsal to adipose fin length36.336.3–41.938.52.2Post-adipose distance13.813.8–20.417.92.4Maximum height of adipose fin5.22.7–5.64.91.0Adipose-fin base length11.17.0–13.310.42.0Pectoral fin length23.820.8–24.923.91.4Pelvic fin length17.915.5–19.418.41.4Anal fin height20.418.6–23.221.21.7Caudal fin length30.724.7–35.630.43.6Caudal peduncle length18.016.5–20.119.01.3Caudal peduncle height10.27.0–10.69.41.2Head height at occiput13.88.7–15.313.22.2Adhesive apparatus length13.410.3–15.613.41.6Adhesive apparatus width10.16.2–10.19.21.3As a percentage of head lengthHead width89.670.0–89.881.87.9Head depth at occiput53.845.0–55.852.03.5Mouth width46.836.0–49.544.54.6Eye diameter8.17.5–11.89.91.7Snout length53.833.0–54.546.77.8Inter-orbital space32.429.9–36.632.22.3Nasal barbel length31.830.0–37.133.62.6Maxillary barbel length93.676.6–107.596.510.1Inner mandibular barbel length28.320.0–33.227.04.0Outer mandibular barbel length52.035.1–52.046.66.5Pectoral-fin spine length79.861.0–79.870.87.1
SD: standard deviation.
description: Published as part of Shangningam, Bungdon & Kosygin, Laishram, 2023, Glyptothorax primusplicae, a new species of rheophilic catfish (Teleostei: Sisoridae) from the Chindwin basin, Manipur, pp. 1602 in Journal of Natural History 57 (33 - 36) on page 1602, DOI: 10.1080/00222933.2023.2260542, http://zenodo.org/record/10611058