cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7kr499dvrg.2
title: Immunogenetic diversity and haemosporidian parasitization in European bluethroats (Luscinia svecica): do diverse genes warrant fewer parasites?

description: The health and fitness of vertebrates are constantly challenged by environmental stresses, which include exposure to diseases that pose significant evolutionary pressures on immune genes. The bluethroat (Luscinia svecica), has been extensively studied for its haemosporidian parasite diversity across Europe showing a high diversity and prevalence rate. Given possible evolutionary pressure exerted by these pathogens, the present study used high-throughput amplicon sequencing to explore the genetic diversity and selection mechanisms of three immunity genes (MHC I exon 3, TLR3 and TLR4) in three European bluethroat populations. Specifically, we seek to (1) characterize the genetic diversity of these immunity genes, (2) detect selection signatures shaping their diversity, and (3) investigate the relationship between these immunity genes and haemosporidian parasites (Plasmodium and Leucocytozoon). Selection analysis was conducted using FUBAR and SLAC methods, whereas GLM regression was employed to explore the correlation between MHC genes and haemosporidian parasites. Despite geographical and ecological differences, nucleotide and haplotype diversities were similar across all populations. Most frequent haplotypes were found to be shared by both red-spotted (L. s. svecica) and white-spotted (L. s. cyanecula) bluethroat subspecies. The “insular” Krkonoše population, despite being biogeographically peripheral and experiencing minor inbreeding, did not show significantly reduced immunogenetic diversity. Selection analysis revealed a higher presence of purifying selection in TLR genes and a combination of purifying and diversifying selection in the MHC gene, reflecting their evolutionary constraints and functional importance, while haemosporidian parasite pressure was not a major driver of genetic diversity.
DOI: 10.17632/stcts7czxy
title: AI Literacy Assessment Instrument Dataset

description: Scopus database on AI Literacy Assessment Instrument excluded non-english article (filtered by Scopus) as of 31 October 2025.
DOI: 10.25549/pcra-ouc113939035
title: John Jameson and Elsie Jameson, Brazil, 1924-1925

description: Photos; correspondence; Amazonia conference report; S.America missionary equipment guide list and budget; map of mission work.
DOI: 10.17632/stcts7czxy.1
title: AI Literacy Assessment Instrument Dataset

description: Scopus database on AI Literacy Assessment Instrument excluded non-english article (filtered by Scopus) as of 31 October 2025.
DOI: 10.17632/cdh385zwv4
title: Effects of Innovation in Tax Administration: Evidence from Municipalities in Brazil

description: This dataset contains fiscal and administrative data from 80 municipalities in the state of São Paulo, Brazil, with populations exceeding 100,000 inhabitants. The data covers a 10-year period (2013–2022) and was used to analyze the impact of innovative tax administration practices on local revenue collection (IPTU, ITBI, and ISS).
DOI: 10.25549/pcra-ouc113939032
title: Jenny Robinson, E.M. Dickens, India, 1930-1933

description: Photo; correspondence.
DOI: 10.17632/cdh385zwv4.1
title: Effects of Innovation in Tax Administration: Evidence from Municipalities in Brazil

description: This dataset contains fiscal and administrative data from 80 municipalities in the state of São Paulo, Brazil, with populations exceeding 100,000 inhabitants. The data covers a 10-year period (2013–2022) and was used to analyze the impact of innovative tax administration practices on local revenue collection (IPTU, ITBI, and ISS).
DOI: 10.25549/pcra-ouc113932557
title: Agreement between Pentecostal Missionary Union [PMU] and Africa Inland Mission [AIM], 1912

description: 5 page legal agreement made between PMU and AIM on missionary co-operation in Africa.
DOI: 10.25549/pcra-ouc113932680
title: Arthur Richardson, Mary Richardson [nee Humphrey], Congo, 1919-1927

description: Photos; correspondence; authorisation process with Belgian ministry of colonies.
DOI: 10.17632/8y55zscjd3
title: MFC 5.0: An exascale many-physics flow solver

description: Many problems of interest in engineering, medicine, and the fundamental sciences rely on high-fidelity flow simulation, making performant computational fluid dynamics solvers a mainstay of the open-source software community. Previous work MFC 3.0 was made a published, documented, and open-source solver via Bryngelson et al. Comp. Phys. Comm. (2021) with numerous physical features, numerical methods, and scalable infrastructure. MFC 5.0 is a significant update to MFC 3.0, featuring a broad set of well-established and novel physical models and numerical methods, as well as the introduction of GPU and APU (or superchip) acceleration. We exhibit state-of-the-art performance and ideal scaling on the first two exascale supercomputers, OLCF Frontier and LLNL El Capitan. Combined with MFC’s single-accelerator performance, MFC achieves exascale computation in practice, and achieved the largest-to-date public CFD simulation at 200 trillion grid points as a 2025 ACM Gordon Bell Prize finalist. New physical features include the immersed boundary method, N-fluid phase change, Euler–Euler and Euler–Lagrange sub-grid bubble models, fluid-structure interaction, hypo- and hyper-elastic materials, chemically reacting flow, two-material surface tension, magnetohydrodynamics (MHD), and more. Numerical techniques now represent the current state-of-the-art, including general relaxation characteristic boundary conditions, WENO variants, Strang splitting for stiff sub-grid flow features, and low Mach number treatments. Weak scaling to tens of thousands of GPUs on OLCF Summit and Frontier and LLNL El Capitan achieves efficiencies within 5% of ideal to over 90% of their respective system sizes. Strong scaling results for a 16-times increase in device count show parallel efficiencies over 90% on OLCF Frontier. MFC’s software stack has undergone further improvements, including continuous integration, which ensures code resilience and correctness through over 300 regression tests; metaprogramming, which reduces code length while maintaining performance portability; and code generation for computing chemical reactions.
DOI: 10.15468/dl.mpzvg4
title: Occurrence Download

description: A dataset containing 72465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Lotus pedunculatus",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 72465 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000003-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8y55zscjd3.2
title: MFC 5.0: An exascale many-physics flow solver

description: Many problems of interest in engineering, medicine, and the fundamental sciences rely on high-fidelity flow simulation, making performant computational fluid dynamics solvers a mainstay of the open-source software community. Previous work MFC 3.0 was made a published, documented, and open-source solver via Bryngelson et al. Comp. Phys. Comm. (2021) with numerous physical features, numerical methods, and scalable infrastructure. MFC 5.0 is a significant update to MFC 3.0, featuring a broad set of well-established and novel physical models and numerical methods, as well as the introduction of GPU and APU (or superchip) acceleration. We exhibit state-of-the-art performance and ideal scaling on the first two exascale supercomputers, OLCF Frontier and LLNL El Capitan. Combined with MFC’s single-accelerator performance, MFC achieves exascale computation in practice, and achieved the largest-to-date public CFD simulation at 200 trillion grid points as a 2025 ACM Gordon Bell Prize finalist. New physical features include the immersed boundary method, N-fluid phase change, Euler–Euler and Euler–Lagrange sub-grid bubble models, fluid-structure interaction, hypo- and hyper-elastic materials, chemically reacting flow, two-material surface tension, magnetohydrodynamics (MHD), and more. Numerical techniques now represent the current state-of-the-art, including general relaxation characteristic boundary conditions, WENO variants, Strang splitting for stiff sub-grid flow features, and low Mach number treatments. Weak scaling to tens of thousands of GPUs on OLCF Summit and Frontier and LLNL El Capitan achieves efficiencies within 5% of ideal to over 90% of their respective system sizes. Strong scaling results for a 16-times increase in device count show parallel efficiencies over 90% on OLCF Frontier. MFC’s software stack has undergone further improvements, including continuous integration, which ensures code resilience and correctness through over 300 regression tests; metaprogramming, which reduces code length while maintaining performance portability; and code generation for computing chemical reactions.
DOI: 10.25549/pcra-ouc113939037
title: John McGillivray, China, 1925

description: Correspondence regarding ultimate reconciliation doctrine.
DOI: 10.17632/ns6yysyxry
title: Corrections to binary enthalpies and elemental data in HEAPS software for reliable high-entropy alloy design

description: We report critical corrections to the foundational data_base.m file used in the HEAPS software (P. Martin et al., Comput. Phys. Commun. 278 (2022) 108,398) for high-entropy alloy design. Our updates specifically rectify erroneous transcriptions of binary mixing enthalpies (ΔH^m_ij) and correct systematic misalignments in elemental property values where data was inadvertently shifted, affecting approximately ten elements. These essential corrections preserve HEAPS’ original functionality while significantly enhancing the accuracy and reliability of its alloy design predictions. The validated datasets have been openly provided for direct implementation by users.
DOI: 10.17632/ns6yysyxry.1
title: Corrections to binary enthalpies and elemental data in HEAPS software for reliable high-entropy alloy design

description: We report critical corrections to the foundational data_base.m file used in the HEAPS software (P. Martin et al., Comput. Phys. Commun. 278 (2022) 108,398) for high-entropy alloy design. Our updates specifically rectify erroneous transcriptions of binary mixing enthalpies (ΔH^m_ij) and correct systematic misalignments in elemental property values where data was inadvertently shifted, affecting approximately ten elements. These essential corrections preserve HEAPS’ original functionality while significantly enhancing the accuracy and reliability of its alloy design predictions. The validated datasets have been openly provided for direct implementation by users.
DOI: 10.25549/pcra-ouc113934167
title: Edward Oliver Ellis, Congo, 1921-1926

description: Photos; missionary application forms and references; correspondence.
DOI: 10.17632/jd6rsk3vpb
title: AI-Assisted Bibliometric and Patent Analysis of Graphene Nanoribbons for Electronic and Spintronic Technologies

description: This dataset includes all supplementary materials, Python scripts, and R scripts associated with the titled research.
DOI: 10.25549/pcra-ouc113947515
title: Likiang-fu Mission, China, 1926

description: Correspondence relating to Likiang-fu mission station; plans of Likiang mission station premises.
DOI: 10.17632/jd6rsk3vpb.1
title: AI-Assisted Bibliometric and Patent Analysis of Graphene Nanoribbons for Electronic and Spintronic Technologies

description: This dataset includes all supplementary materials, Python scripts, and R scripts associated with the titled research.
DOI: 10.25549/pcra-ouc113947843
title: Minute book no. 2, PMU, 1917-1922

description: Pentecostal Missionary Union [PMU] minute book No. 2 including 30 pages of subject index; 515 pages of council meeting minutes; 17 blank pages at end of minute book.
DOI: 10.15468/mphhy4
title: HISA - Herbário de Ilha Solteira

description: O acervo é composto principalmente por espécimes coletados na região Noroeste do Estado de São Paulo e de municípios do Mato Grosso do Sul (Selvíria, Três Lagoas, etc.) que fazem divisa com São Paulo. A maioria dos espécimes é do cerrado sensu lato, sendo que boa parte já foi identificada por especialistas. Serviços oferecidos: empréstimos, troca, identificação, etc. Público alvo: botânicos brasileiros e estrangeiros, alunos, estagiários, docentes do Câmpus de Ilha Solteira, etc.
DOI: 10.17632/w2hknypkjw
title: Phailin tweets

description: The dataset comprises 58,261 tweets collected through the Twitter Academic API, representing one of the few systematic archives of social media discourse around major disasters in South Asia.

What makes this dataset particularly valuable is its multi-layered structure. Beyond the raw tweets, we have developed a processed user-level dataset with derived metrics such as spread_score and focus_rate that researchers can use to analyze information diffusion patterns. Additionally, we include 1,500 manually annotated tweets with labels for user types and content categories, which we used to train a few-shot classification model achieving a recall score of 0.72. This annotated subset can serve as a benchmark for future machine learning applications in disaster communication research.

The dataset addresses a significant gap in available resources for studying disaster response in the Global South context. Researchers in fields ranging from computational social science to public policy and disaster management will find this resource useful for examining stakeholder communication dynamics, temporal patterns in information flow, and the role of different actors—governments, NGOs, media, and citizens—during crisis events.
DOI: 10.25549/pcra-ouc113947532
title: Minute book no. 12, PMU, AoG GB, HRMC, Nov. 1940 - July 1943

description: Pentecostal Missionary Union [PMU]/Assemblies of God [AoG] Home Reference Missionary Council [HRMC] minute Book No. 12 including Home Reference Missionary Council annual statement, 51 pages of index followed by 199 pages of minutes. All matters relating to Assemblies of God [AoG] Home Reference Missionary Council council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.17632/w2hknypkjw.2
title: Phailin tweets

description: The dataset comprises 58,261 tweets collected through the Twitter Academic API, representing one of the few systematic archives of social media discourse around major disasters in South Asia.

What makes this dataset particularly valuable is its multi-layered structure. Beyond the raw tweets, we have developed a processed user-level dataset with derived metrics such as spread_score and focus_rate that researchers can use to analyze information diffusion patterns. Additionally, we include 1,500 manually annotated tweets with labels for user types and content categories, which we used to train a few-shot classification model achieving a recall score of 0.72. This annotated subset can serve as a benchmark for future machine learning applications in disaster communication research.

The dataset addresses a significant gap in available resources for studying disaster response in the Global South context. Researchers in fields ranging from computational social science to public policy and disaster management will find this resource useful for examining stakeholder communication dynamics, temporal patterns in information flow, and the role of different actors—governments, NGOs, media, and citizens—during crisis events.
DOI: 10.25549/pcra-ouc113947514
title: Likiang-fu Mission station; China, 1995-2005

description: Miscellaneous correspondence relating to Likiang mission station; article of Van Spengen, Wim Frontier History of Southern Kham; article by Robert Bolton, South of the Clouds: Church Planting in Yunnan Province through Lisu People Movements; article by Cornelis Van der Laan, Pentecostal Missionary to China: Elise Scharten.
DOI: 10.17632/tk5v64sjjp
title: Dataset for "Unraveling Surface Subsidence Mechanisms in Typical Oil Production Areas of Songyuan City by Integrating Time-Series InSAR and Deep Learning"

description: This dataset serves as the data source for the paper "Unraveling Surface Subsidence Mechanisms in Typical Oil Production Areas of Songyuan City by Integrating Time-Series InSAR and Deep Learning," forming the foundation for data processing and analysis in this study. It primarily consists of three files:
DEM Data.zip, containing DEM data for the study area used in PS-InSAR data processing;
Sentinel-1 SAR Data.docx: This file contains Sentinel-1 SAR imagery covering the study area for PS-InSAR data processing. Due to the large data volume, this file only lists image parameters, phase numbers, download links, and other relevant information;
2019-2020LevelingBenchmark.xlsx: This file contains 2019-2020 leveling data for selected points within the study area, used to validate the data validity of PS-InSAR.

We are grateful for the data provided by the European Space Agency and United States Geological Survey. We extend our gratitude to the authors of the papers for their contributions to level data measurement. We also thank you for your reading and recognition.
DOI: 10.17632/tk5v64sjjp.1
title: Dataset for "Unraveling Surface Subsidence Mechanisms in Typical Oil Production Areas of Songyuan City by Integrating Time-Series InSAR and Deep Learning"

description: This dataset serves as the data source for the paper "Unraveling Surface Subsidence Mechanisms in Typical Oil Production Areas of Songyuan City by Integrating Time-Series InSAR and Deep Learning," forming the foundation for data processing and analysis in this study. It primarily consists of three files:
DEM Data.zip, containing DEM data for the study area used in PS-InSAR data processing;
Sentinel-1 SAR Data.docx: This file contains Sentinel-1 SAR imagery covering the study area for PS-InSAR data processing. Due to the large data volume, this file only lists image parameters, phase numbers, download links, and other relevant information;
2019-2020LevelingBenchmark.xlsx: This file contains 2019-2020 leveling data for selected points within the study area, used to validate the data validity of PS-InSAR.

We are grateful for the data provided by the European Space Agency and United States Geological Survey. We extend our gratitude to the authors of the papers for their contributions to level data measurement. We also thank you for your reading and recognition.
DOI: 10.17632/zz4d79g4dv
title: Forest road crack dataset

description: synchronized acquisition was conducted in representative mountainous road regions in Hunan, China, including the Huifeng Forest Farm in Yongzhou, using an in vehicle high definition camera system and a low altitude UAV; the collection covers multiple road structures such as gravel roads and concrete pavements, and includes sunny, overcast, and post rainfall wet conditions so as to preserve typical disturbances such as cast shadows and water stains. The original video frames and still images were then manually curated by removing motion blurred and redundant frames, applying unified cropping to focus on crack regions, and standardizing the resolution to 512 × 512, yielding 1100 high quality crack images; after per image verification, LabelImg was used to produce precise bounding box annotations for crack regions.
DOI: 10.5281/zenodo.18791408
title: FORENSICMEDICALERRORSANDTHEIRIMPACTONJUSTICE

description: Forensicmedicineconstitutesavitalcomponentofthecriminaljusticesystembyprovidingscientificmedicalevaluationsforlegalpurposes.Theconclusionsofforensicmedicalexpertsfrequentlyinfluencecourtdecisionsandinvestigativeoutcomes.Nevertheless,inaccuraciesandprofessionalerrorsinforensicpracticemayresultinseverelegal,ethical,andsocietalrepercussions.Thisarticleexaminestheprincipalformsoferrorsencounteredinforensicmedicine,identifiesthefactorscontributingtotheirreminder,andanalyzestheirpotentialconsequencesforjudicialprocesses.Furthermore,effectiveapproachestoreducingforensicerrorsarediscussed,withparticularattentiongiventoprofessionaltraining,methodologicalrigor,andinstitutionaloversight
DOI: 10.25549/pcra-ouc113948068
title: Minute book no. 24, AoG GB, OMC, July 1977 - Feb. 1981

description: Assemblies of God [AoG] OMC minute book No. 24, 210 pages of minutes. All matters relating to Assemblies of God [AoG] OMC council member appointments, decisions, policy and missionary personnel issues.
DOI: 10.5281/zenodo.18791407
title: FORENSICMEDICALERRORSANDTHEIRIMPACTONJUSTICE

description: Forensicmedicineconstitutesavitalcomponentofthecriminaljusticesystembyprovidingscientificmedicalevaluationsforlegalpurposes.Theconclusionsofforensicmedicalexpertsfrequentlyinfluencecourtdecisionsandinvestigativeoutcomes.Nevertheless,inaccuraciesandprofessionalerrorsinforensicpracticemayresultinseverelegal,ethical,andsocietalrepercussions.Thisarticleexaminestheprincipalformsoferrorsencounteredinforensicmedicine,identifiesthefactorscontributingtotheirreminder,andanalyzestheirpotentialconsequencesforjudicialprocesses.Furthermore,effectiveapproachestoreducingforensicerrorsarediscussed,withparticularattentiongiventoprofessionaltraining,methodologicalrigor,andinstitutionaloversight
DOI: 10.17632/zz4d79g4dv.1
title: Forest road crack dataset

description: synchronized acquisition was conducted in representative mountainous road regions in Hunan, China, including the Huifeng Forest Farm in Yongzhou, using an in vehicle high definition camera system and a low altitude UAV; the collection covers multiple road structures such as gravel roads and concrete pavements, and includes sunny, overcast, and post rainfall wet conditions so as to preserve typical disturbances such as cast shadows and water stains. The original video frames and still images were then manually curated by removing motion blurred and redundant frames, applying unified cropping to focus on crack regions, and standardizing the resolution to 512 × 512, yielding 1100 high quality crack images; after per image verification, LabelImg was used to produce precise bounding box annotations for crack regions.
DOI: 10.25549/pcra-ouc113948073
title: Minute book No. 25, AoG GB, OMC, Apr. 1981 - Nov. 1983

description: Assemblies of God [AoG] OMC minute book No. 25, 32 pages of index followed by 163 pages of minutes. All matters relating to Assemblies of God [AoG] OMC council member appointments, decisions, policy and missionary personnel issues.