cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30797756
title: Sustainable RP-UPLC analysis of Nirogacestat for desmoid tumors using quality-by-design and green analytical chemistry

description: Quality-by-Design (QbD) and Green Analytical Chemistry (GAC) are used to develop a sustainable RP-UPLC method for detecting Nirogacestat hydrobromide (NGS) in bulk and pharmaceutical formulations. The FDA-approved NGS for desmoid tumors necessitates reliable, environmentally friendly analytical techniques. QbD principles were applied to optimize NGS peak shape and resolution using Design Expert software, taking into account flow rate, temperature, and mobile phase. An ACQUITY UPLC HSS C18 Column utilized a mobile phase of 0.1% (v/v) TFA in water and methanol (71:29) at 0.29 mL/min and 27°C, with detection wavelength of 318.0 nm and a retention time of 1.761 min. The method was highly precise, with %RSD of 0.3 and 0.7 and a recovery rate of 100.26%. The LOD and LOQ were 0.34 and 1.04 μg/mL, respectively. A greenness rating was generated using ComplexMoGAPI, AGREE, the ChlorTox Scale, and the Analytical Eco-Scale, with method validation as per ICH Q2, and stability studies identified a degradation product, affirming the method's reliability. The method is simple, cost-effective, and supports quality control, aligning with GAC and QbD principles. It enhances sustainable pharmaceutical analysis by optimizing performance and minimizing environmental impact. The Efficient Valid Green (EVG) & RGBfast model framework emphasizes regulatory flexibility and quick analysis, setting a benchmark for future advancements. Abbreviations: AGREE: Analytical Greenness; AMV: analytical method validation; AQbD: analytical quality-by-design; AR: Analytical Reagent; ATP: analytical target profile; BAGI: Blue Applicability Grade Index; CAT: Critical analytical attributes; EVG: Efficient Valid Green; GAC: green analytical chemistry; LOD: limit of detection; LOQ: limit of quantitation; NGS: Nirogacestat; NTP: Number of Theoretical Plates, PRESS: predicted residual sums of squares, RSD: Relative standard deviation; SHE<i>:</i> Safety, Health, and Environmental, TUV: Tunable ultraviolet
DOI: 10.57760/sciencedb.32246
title: Dual-Camera Positioning Sample Data
title: Dual-Camera Positioning Sample Data

description: The data consist of dual-camera images captured at different azimuths and under various scenarios, along with UAV positioning verification imagery.
description: The data consist of dual-camera images captured at different azimuths and under various scenarios, along with UAV positioning verification imagery.
DOI: 10.57760/sciencedb.31246
title: Analysis of Transcriptome Data from Lung Infected with M. bovis Isolates in Guinea Pigs
title: Analysis of Transcriptome Data from Lung Infected with M. bovis Isolates in Guinea Pigs

description: To test whether guinea pigs respond to M. bovis infection, a model was developed. Extensive inflammatory damage was found in the lung tissue of guinea pigs inoculated with 1010 CCU. Further transcriptome sequencing analysis of lung tissues collected revealed massive activation of immune-related inflammatory pathways.Table S6. RNA-seq sequencing evaluationTable S7. The top 30 significant differentially expressed genes (DEGs) after M. bovis infectionTable S8. The top 30 most enriched GO terms of DEGS. Table S9. Significant KEGG pathways of DEGs 
description: To test whether guinea pigs respond to M. bovis infection, a model was developed. Extensive inflammatory damage was found in the lung tissue of guinea pigs inoculated with 1010 CCU. Further transcriptome sequencing analysis of lung tissues collected revealed massive activation of immune-related inflammatory pathways.Table S6. RNA-seq sequencing evaluationTable S7. The top 30 significant differentially expressed genes (DEGs) after M. bovis infectionTable S8. The top 30 most enriched GO terms of DEGS. Table S9. Significant KEGG pathways of DEGs
DOI: 10.57760/sciencedb.33073
title: Can Supply Chain Finance Contribute to Supply Chain Innovation Collaboration
title: Can Supply Chain Finance Contribute to Supply Chain Innovation Collaboration

description: This study investigates whether supply chain finance (SCF) can function as a market-based mechanism that stimulates supply chain innovation collaboration (SCIC). While existing research emphasizes policy-driven coordination and administrative mobilization, the role of financial mechanisms in enabling collaborative innovation within supply chains remains insufficiently explored. This study constructs a year–upstream–core–downstream supply chain network measures SCIC. Drawing on a comprehensive dataset of Chinese A-share listed firms, using industry-fixed and year-fixed effects regressions, instrumental variable estimation, and multiple robustness checks, the findings demonstrate that SCF significantly promotes SCIC. Mechanism analyses further show that SCF enhances supply chain stability by improving information transparency and external governance, and optimizes supply chain cost allocation through more accurate demand recognition and reduced coordination frictions. These results remain consistent across heterogeneity tests involving industry competition and the diversity of SCF activities. Overall, this study enriches the theoretical understanding of how financial mechanisms facilitate collaborative innovation and offers new evidence that market-oriented SCF can strengthen supply chain resilience and support long-term innovation dynamics.
description: This study investigates whether supply chain finance (SCF) can function as a market-based mechanism that stimulates supply chain innovation collaboration (SCIC). While existing research emphasizes policy-driven coordination and administrative mobilization, the role of financial mechanisms in enabling collaborative innovation within supply chains remains insufficiently explored. This study constructs a year–upstream–core–downstream supply chain network measures SCIC. Drawing on a comprehensive dataset of Chinese A-share listed firms, using industry-fixed and year-fixed effects regressions, instrumental variable estimation, and multiple robustness checks, the findings demonstrate that SCF significantly promotes SCIC. Mechanism analyses further show that SCF enhances supply chain stability by improving information transparency and external governance, and optimizes supply chain cost allocation through more accurate demand recognition and reduced coordination frictions. These results remain consistent across heterogeneity tests involving industry competition and the diversity of SCF activities. Overall, this study enriches the theoretical understanding of how financial mechanisms facilitate collaborative innovation and offers new evidence that market-oriented SCF can strengthen supply chain resilience and support long-term innovation dynamics.
DOI: 10.5281/zenodo.17934351
title: Mycorrhizal types of Chilean flora: unpublished data and grey literature

description: Contact: Dr. César Marín (cmarind@santotomas.cl)We present the mycorrhizal type (arbuscular mycorrhizal, ectomycorrhizal, ericoid mycorrhizal, orchid mycorrhizal, non mycorrhizal) of 254 plant species found in Chile (with a total of 299 occurrences), belonging to 89 botanical families. Each occurrence contains information on: plant habit (tree, shrub, perennial herb, etc.), origin (native or introduced), site name, Chilean administrative region, collection date, coordinates, and mycorrhizal type. 

The mycorrhizal type data comes from three sources (the last two constitute 'grey literature'):1. Stained roots located at Soil Ecology Laboratory, Universidad Santo Tomás, Máfil, Chile; this data has not been published elsewhere. 2. Bachelor thesis: Flores Castro, R.A. 1995. “ESTUDIOS BASICOS DE LA RIZOSFERA PARA LA RESTAURACION DE LOS BOSQUES DE RUIL (Nothofagus alessandrii Esp.)”. Forestry Engineering, Austral University of Chile, Valdivia, Chile. Supervisor: Dr. Roberto Godoy B. 3. Conference proceedings: Godoy, R., Vogel, A., Carrillo, R., Hildebrand-Vogel, R. 1994. Zur Bedeutung der Mykorrhiza im Fitzroya cupressoides-Wald Südchiles. Verhandlungen der Gesellschaft für Ökologie 23: 135-141.

Methods.For recording the flora and preparing herbarium specimens: Only flowering specimens were collected to obtain suitable material for herbarium deposits and formal taxonomic identification. Preliminary species identification was performed using relevant taxonomic literature. For root collection, species were identified in the field through in situ recognition. The updated flora nomenclature is based on: Rodriguez, R., Marticorena, C., Alarcón, D., Baeza, C., Cavieres, L., Finot, V. L., ... & Marticorena, A. (2018). Catálogo de las plantas vasculares de Chile. Gayana Botánica, 75(1), 1-430.

Mycorrhizal type: Root samples from five plants of each vascular species were collected and stored in labeled nylon bags. These were then transported to the laboratory and, using clean forceps, placed in airtight plastic jars for fixation in 50% alcohol. The fixed and stained roots were processed and subsequently examined under a stereomicroscope and an optical microscope to visualize the different types of mycorrhizae.

Acknowledgements.The National Forest Corporation of Chile (CONAF) for support across different National Parks, the Center for Research in the Dynamics of High-Latitude Marine Ecosystems (Centro IDEAL) (FONDAP No. 15150003) of Austral University of Chile, for laboratory facilities in Punta Arenas. We also thank the ANID-Chile' Fondecyt Regular Projects No. 1190642 (R.G.) and No. 1240186 (C.M.), and the VIDCA-UACh Project No. 43353934. (PI: Dr. Pablo Corti) for financial support. Many thanks to Benjamín Cáceres (Natural History Museum of Río Seco, Punta Arenas), Patricio Ojeda-González (RIP), Nicolás Pacheco, and Erwin Guzmán Riffo for fieldwork and laboratory support.
DOI: 10.5281/zenodo.17934350
title: Mycorrhizal types of Chilean flora: unpublished data and grey literature

description: Contact: Dr. César Marín (cmarind@santotomas.cl)We present the mycorrhizal type (arbuscular mycorrhizal, ectomycorrhizal, ericoid mycorrhizal, orchid mycorrhizal, non mycorrhizal) of 254 plant species found in Chile (with a total of 299 occurrences), belonging to 89 botanical families. Each occurrence contains information on: plant habit (tree, shrub, perennial herb, etc.), origin (native or introduced), site name, Chilean administrative region, collection date, coordinates, and mycorrhizal type. 

The mycorrhizal type data comes from three sources (the last two constitute 'grey literature'):1. Stained roots located at Soil Ecology Laboratory, Universidad Santo Tomás, Máfil, Chile; this data has not been published elsewhere. 2. Bachelor thesis: Flores Castro, R.A. 1995. “ESTUDIOS BASICOS DE LA RIZOSFERA PARA LA RESTAURACION DE LOS BOSQUES DE RUIL (Nothofagus alessandrii Esp.)”. Forestry Engineering, Austral University of Chile, Valdivia, Chile. Supervisor: Dr. Roberto Godoy B. 3. Conference proceedings: Godoy, R., Vogel, A., Carrillo, R., Hildebrand-Vogel, R. 1994. Zur Bedeutung der Mykorrhiza im Fitzroya cupressoides-Wald Südchiles. Verhandlungen der Gesellschaft für Ökologie 23: 135-141.

Methods.For recording the flora and preparing herbarium specimens: Only flowering specimens were collected to obtain suitable material for herbarium deposits and formal taxonomic identification. Preliminary species identification was performed using relevant taxonomic literature. For root collection, species were identified in the field through in situ recognition. The updated flora nomenclature is based on: Rodriguez, R., Marticorena, C., Alarcón, D., Baeza, C., Cavieres, L., Finot, V. L., ... & Marticorena, A. (2018). Catálogo de las plantas vasculares de Chile. Gayana Botánica, 75(1), 1-430.

Mycorrhizal type: Root samples from five plants of each vascular species were collected and stored in labeled nylon bags. These were then transported to the laboratory and, using clean forceps, placed in airtight plastic jars for fixation in 50% alcohol. The fixed and stained roots were processed and subsequently examined under a stereomicroscope and an optical microscope to visualize the different types of mycorrhizae.

Acknowledgements.The National Forest Corporation of Chile (CONAF) for support across different National Parks, the Center for Research in the Dynamics of High-Latitude Marine Ecosystems (Centro IDEAL) (FONDAP No. 15150003) of Austral University of Chile, for laboratory facilities in Punta Arenas. We also thank the ANID-Chile' Fondecyt Regular Projects No. 1190642 (R.G.) and No. 1240186 (C.M.), and the VIDCA-UACh Project No. 43353934. (PI: Dr. Pablo Corti) for financial support. Many thanks to Benjamín Cáceres (Natural History Museum of Río Seco, Punta Arenas), Patricio Ojeda-González (RIP), Nicolás Pacheco, and Erwin Guzmán Riffo for fieldwork and laboratory support.
DOI: 10.57760/sciencedb.33066
title: HSADAB数据集
title: HSADAB数据集

description: Docking bank, Affinity bank, Structrue bank
description: Docking bank, Affinity bank, Structrue bank
DOI: 10.57760/sciencedb.33068
title: 10 Million Digits of π with Multi-Scale Structure Analysis
title: 10 Million Digits of π with Multi-Scale Structure Analysis

description: This dataset contains approximately 10 million decimal digits of π, with analysis of multi-scale cyclic nested structures. Key discoveries include: a 153.8-digit period ≈ 49π (0.09% error), a 487.8-digit period = 2×244-digit framework, and alignment of sub-periods with the Fibonacci sequence. Statistical validation shows significant non-randomness (p &lt; 0.001) while supporting the normality hypothesis (p = 0.79).
description: This dataset contains approximately 10 million decimal digits of π, with analysis of multi-scale cyclic nested structures. Key discoveries include: a 153.8-digit period ≈ 49π (0.09% error), a 487.8-digit period = 2×244-digit framework, and alignment of sub-periods with the Fibonacci sequence. Statistical validation shows significant non-randomness (p &lt; 0.001) while supporting the normality hypothesis (p = 0.79).
DOI: 10.57760/sciencedb.31290
title: HPRC samples R9.4.1 bam files (2)
title: HPRC samples R9.4.1 bam files (2)

description: Raw basecalled BAM files were downloaded from human pangenome reference consortium https://s3-us-west-2.amazonaws.com/human-pangenomics/index.html?prefix=working/.BAM files were re-aligned to the GRCh38 reference genome (GenBank assembly ID GCA_000001405.15) using Dorado v0.7.2 with command "dorado aligner -t 80 --mm2-preset "-x map-ont" ${reference.fa} ${input.bam} --output-dir ${outdir}/${output}", followed by catting, sorting , and indexing with Samtools.
description: Raw basecalled BAM files were downloaded from human pangenome reference consortium https://s3-us-west-2.amazonaws.com/human-pangenomics/index.html?prefix=working/.BAM files were re-aligned to the GRCh38 reference genome (GenBank assembly ID GCA_000001405.15) using Dorado v0.7.2 with command "dorado aligner -t 80 --mm2-preset "-x map-ont" ${reference.fa} ${input.bam} --output-dir ${outdir}/${output}", followed by catting, sorting , and indexing with Samtools.
DOI: 10.57760/sciencedb.32493
title: HPRC samples R9.4.1 bam files (4)
title: HPRC samples R9.4.1 bam files (4)

description: Raw basecalled BAM files were downloaded from human pangenome reference consortium https://s3-us-west-2.amazonaws.com/human-pangenomics/index.html?prefix=working/.BAM files were re-aligned to the GRCh38 reference genome (GenBank assembly ID GCA_000001405.15) using Dorado v0.7.2 with command "dorado aligner -t 80 --mm2-preset "-x map-ont" ${reference.fa} ${input.bam} --output-dir ${outdir}/${output}", followed by catting, sorting , and indexing with Samtools.
description: Raw basecalled BAM files were downloaded from human pangenome reference consortium https://s3-us-west-2.amazonaws.com/human-pangenomics/index.html?prefix=working/.BAM files were re-aligned to the GRCh38 reference genome (GenBank assembly ID GCA_000001405.15) using Dorado v0.7.2 with command "dorado aligner -t 80 --mm2-preset "-x map-ont" ${reference.fa} ${input.bam} --output-dir ${outdir}/${output}", followed by catting, sorting , and indexing with Samtools.
DOI: 10.15468/dl.qehtet
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zanthoxylum acuminatum"
 ]
}

 The dataset includes 232 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052992-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgqn75
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heritiera littoralis"
 ]
}

 The dataset includes 135 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052991-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euvybr
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zanthoxylum caribaeum"
 ]
}

 The dataset includes 352 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052993-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.33038
title: CMU-MOSEI
title: CMU-MOSEI

description: Based on CMU-MOSEI, the dataset not only realizes a significant increase in the amount of data, but also further enriches the diversity of speakers and covers a wide range of topics. The dataset contains 250 different topics and 23,453 carefully labeled video clips with sentiment labels. The sentiment labeling of these clips follows the same criteria as CMU-MOSI, i.e., each discourse clip is assigned a sentiment value label ranging from -3 to +3, with a total of 7 levels. Among them, -3 represents strong negative emotions, +3 points to strong positive emotions, and the gradual transition between the intermediate levels demonstrates the delicacy and comprehensiveness of emotional expression. The construction of this dataset provides richer and more diversified material resources for the research in the field of emotion calculation and understanding.
description: Based on CMU-MOSEI, the dataset not only realizes a significant increase in the amount of data, but also further enriches the diversity of speakers and covers a wide range of topics. The dataset contains 250 different topics and 23,453 carefully labeled video clips with sentiment labels. The sentiment labeling of these clips follows the same criteria as CMU-MOSI, i.e., each discourse clip is assigned a sentiment value label ranging from -3 to +3, with a total of 7 levels. Among them, -3 represents strong negative emotions, +3 points to strong positive emotions, and the gradual transition between the intermediate levels demonstrates the delicacy and comprehensiveness of emotional expression. The construction of this dataset provides richer and more diversified material resources for the research in the field of emotion calculation and understanding.
DOI: 10.6084/m9.figshare.30881993
title: The CDS， proteins of Saposhnikovia divaricata

description: This two datasets are parts of the supplemental materials for the Article "<i>Complete biosynthetic pathway of furochromones in Saposhnikovia divaricata and its evolutionary mechanism in Apiaceae plants
</i>".
DOI: 10.6084/m9.figshare.30881993.v1
title: The CDS， proteins of Saposhnikovia divaricata

description: This two datasets are parts of the supplemental materials for the Article "<i>Complete biosynthetic pathway of furochromones in Saposhnikovia divaricata and its evolutionary mechanism in Apiaceae plants
</i>".
DOI: 10.26186/150778
title: Surface-wave Velocity Mapping of the Delamerian Region

description: To investigate shallow crustal structure across the Delamerian region, this study generates a surface-wave phase velocity map at 1.6 s period. This ambient-noise derived map of surface wave velocity is the shortest period map yet produced for Australia with even data coverage. This map provides velocity values sensitive to the uppermost few kilometres of the crust (~ top 2 km), allowing direct comparison with the distribution of basins and bedrock near the surface.<br><br>
DOI: 10.15468/dl.p2hshw
title: Occurrence Download

description: A dataset containing 1144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zanthoxylum fagara"
 ]
}

 The dataset includes 1144 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052994-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17934636
title: EUROPEAN APPROACHES TO DEVELOPING MANAGEMENT COMPETENCIES OF PRESCHOOL EDUCATION LEADERS AND THEIR ADAPTATION FOR UZBEKISTAN

description: This article examines advanced European and Oceanian approaches to developing management competencies among preschool education leaders, focusing on practices from Finland, Sweden, Denmark, Norway, and New Zealand. These systems emphasize pedagogical leadership, strategic planning, inclusive management, psychological safety, and digital governance. The study analyzes the structural mechanisms used to train and support directors in these countries and evaluates their applicability to Uzbekistan’s preschool sector. Recommendations are proposed for integrating relevant international practices into national policy, including competency-based leadership training, mentoring programs, digital management systems, and psychological safety frameworks to improve institutional quality and leadership effectiveness.
DOI: 10.5281/zenodo.17934637
title: EUROPEAN APPROACHES TO DEVELOPING MANAGEMENT COMPETENCIES OF PRESCHOOL EDUCATION LEADERS AND THEIR ADAPTATION FOR UZBEKISTAN

description: This article examines advanced European and Oceanian approaches to developing management competencies among preschool education leaders, focusing on practices from Finland, Sweden, Denmark, Norway, and New Zealand. These systems emphasize pedagogical leadership, strategic planning, inclusive management, psychological safety, and digital governance. The study analyzes the structural mechanisms used to train and support directors in these countries and evaluates their applicability to Uzbekistan’s preschool sector. Recommendations are proposed for integrating relevant international practices into national policy, including competency-based leadership training, mentoring programs, digital management systems, and psychological safety frameworks to improve institutional quality and leadership effectiveness.