cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25442/hku.31177147.v1
title: Supporting data for the thesis "Biological invasions and ecosystem functioning: A multifaceted approach to the understanding of ant impacts from local to global scale"

description: The datasets contained in this page are related to the PhD thesis in Ecology and Biodiversity of Felipe P. da Rocha. This thesis was developed into three main areas of focus interconnected with each other and separated into three folders related to Chapters 2 to 5. First, I investigated the origin, native range, and introduction history of an ecologically threatening invasive ant, <i>Anoplolepis gracilipes</i><i> </i>(Chapter II). After that, I executed two natural experiments in a mosaic of invaded and uninvaded landscapes. Here, I aimed to understand the consequences of biotic changes on ecosystem functioning by quantifying and comparing the contributions of three invasive ant species among themselves and with the native ant assemblage. First, I investigated the direct and indirect contributions of the invasive ants to carrion decomposition by measuring rates of overall mass loss and maggot mass gain (Chapter III). Next, I examined the effects of the invasive ants <i>A. gracilipes</i><i> </i>and <i>S. invicta</i> on the diet of an invasive generalist predator, the frog <i>Eleutherodactylus planirostris</i>, and, consequently, on the native ant assemblage (Chapter IV). Finally, broadening the scope to examine ants’ importance as prey for amphibians, I summarised and quantified the worldwide role of ants in amphibian diets (Chapter V).
DOI: 10.15468/dl.fzrbvf
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oeonia rosea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 227 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010165-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sd7chy
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allantophomopsiella pseudotsugae)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence, Material citation, Material sample, Living Specimen, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 136 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010166-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6vazw
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachyplatystoma tigrinum",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 19 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010168-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jhwkm
title: Occurrence Download

description: A dataset containing 4830 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Camphorosma monspeliaca"
 ]
}

 The dataset includes 4830 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010167-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j57d4q
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oncidium sphacelatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 398 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010169-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfewkv
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cheirocerus eques",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 67 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010170-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hbmxy
title: Occurrence Download

description: A dataset containing 1 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Capillipedium annamense"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010171-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18547532
title: The AI Epistemic Trap™: A Strategic Framework for AI Governance under Contested Truth

description: This paper introduces The AI Epistemic Trap™, a strategic framework for AI governance in domains characterized by "Contested Truth." While traditional AI alignment focuses on technical safety, this research addresses the systemic risk of "Epistemic Erasure"—where AI models inadvertently collapse complex human expertise into a single, often incorrect, "Ground Truth."

Using a $40M case study of a failed machine learning implementation in a global financial institution, I demonstrate how the divergence ($\Delta E$) between an organization's Strategic Intent and the AI’s Epistemic Framework leads to catastrophic operational failure. The paper provides a five-step protocol for "Epistemic Stress Testing," enabling leaders at the board and executive levels to audit AI systems for framework alignment. This research is essential for organizations deploying AI in high-stakes, expert-driven fields such as finance, healthcare, and strategic policy.
DOI: 10.5281/zenodo.18616256
title: The AI Epistemic Trap™: A Strategic Framework for AI Governance under Contested Truth

description: This paper introduces The AI Epistemic Trap™, a strategic framework for AI governance in domains characterized by "Contested Truth." While traditional AI alignment focuses on technical safety, this research addresses the systemic risk of "Epistemic Erasure"—where AI models inadvertently collapse complex human expertise into a single, often incorrect, "Ground Truth."

Using a $40M case study of a failed machine learning implementation in a global financial institution, I demonstrate how the divergence ($\Delta E$) between an organization's Strategic Intent and the AI’s Epistemic Framework leads to catastrophic operational failure. The paper provides a five-step protocol for "Epistemic Stress Testing," enabling leaders at the board and executive levels to audit AI systems for framework alignment. This research is essential for organizations deploying AI in high-stakes, expert-driven fields such as finance, healthcare, and strategic policy.
DOI: 10.26008/1912/bco-dmo.992752.1
title: Porewater geochemistry data from sediment cores collected on R/V Rachel Carson cruise RC0107 in Clayoquot Sound, Vancouver Island, British Columbia during October 2023

description: This dataset includes porewater geochemistry data for samples collected on the R/V Rachel Carson cruise RC0107 between October 2nd and 8th, 2023 in Clayoquot Sound, Vancouver Island, British Columbia. Sediment cores were collected at three sites in Clayoquot Sound.

Data reported here include: porewater chemistry (sulfate, sulfide, Fe(II), pH). These data will be useful for those interested in understanding organic matter preservation in fjords and other coastal environments. Samples were collected by Molly Crotteau, Morgan Raven, Aaron Martinez, Natalya Evans, Marianna Karagiannis, Jordan Fishburn, and Jaqui Neibauer. Data were interpreted by Morgan Raven and Molly Crotteau.
DOI: 10.15468/dl.f8jsqa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophioglossella chrysostoma",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010172-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ud6tvu
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cheirocerus goeldii",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 74 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010173-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gje2cw
title: Occurrence Download

description: A dataset containing 127507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peperomia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 127507 records from 814 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010136-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14813050
title: 🇰🇷 🇰🇵 Reddit r/Korea Subreddit Dataset 2026
DOI: 10.5281/zenodo.18616294
title: DFT Structural Assignment of Dominant Thorium Sites in Th:CaF2

description: Contains two CONTCAR structural files and OUTCAR output files from a VASP relaxation for each of the two sites respectively.

Site 1 was assigned as a thorium substitutional replacement of calcium without any local charge compensating sites to preserve the O_h symmetry and the vanishing EFG.

Site 2 was assigned as a cluster of two thorium atoms on neighboring calcium positions, likewise without local charge compensation site. This was the only conceivable structure with correctly signed EFG and large asymmetry, both being close to experimental observation.
DOI: 10.5281/zenodo.18616293
title: DFT Structural Assignment of Dominant Thorium Sites in Th:CaF2

description: Contains two CONTCAR structural files and OUTCAR output files from a VASP relaxation for each of the two sites respectively.

Site 1 was assigned as a thorium substitutional replacement of calcium without any local charge compensating sites to preserve the O_h symmetry and the vanishing EFG.

Site 2 was assigned as a cluster of two thorium atoms on neighboring calcium positions, likewise without local charge compensation site. This was the only conceivable structure with correctly signed EFG and large asymmetry, both being close to experimental observation.
DOI: 10.15468/dl.sybyu8
title: Occurrence Download

description: A dataset containing 2576 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Capillipedium parviflorum"
 ]
}

 The dataset includes 2576 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010174-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k236nh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-180 -60,-70 -60,-70 70,-180 70,-180 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, c54097e6-0972-4acb-b849-eaeba29c917d, bf0d80b3-46da-4e60-b1cf-39f2320acb43, e9f60bdb-217d-4b4e-a22a-2781321220a1, ef3ec46c-c2e6-4674-a663-77b334fa6003)",
 "TaxonKey is Feresa attenuata",
 "Year 2000-2026"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010177-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/dgwn8.v1
title: Coryphaenoides richi sp. nov. (Macrouridae, Teleostei) from the deep-marine, Oligocene Makah Formation of Washington State, U. S. A.
DOI: 10.15468/dl.aqq7uh
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypophthalmus edentatus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 412 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010179-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cxrtn
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophrys cretica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010178-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.37098
title: Raw data for virulence 264912070 manuscript
title: virulence 264912070提交手稿的原始数据

description: This dataset describes the Western blot and qRT PCR raw data of "DR1 inhibits virus replication by suppressing Dabie Banda virus NSs through autophagy mediated natural immune degradation". 
description: This dataset describes the Western blot and qRT PCR raw data of "DR1 inhibits virus replication by suppressing Dabie Banda virus NSs through autophagy mediated natural immune degradation".
DOI: 10.57760/sciencedb.nprd.00097
title: Visualized Analysis Dataset of Current Status and Development Trends of Ginsenoside in Cancer Treatment Research
title: 人参皂苷在肿瘤治疗研究现状与发展趋势的可视化分析数据集

description: In order to systematically review the research status and development trends of ginsenosides in the field of tumor therapy, this study searched the core databases of China National Knowledge Infrastructure, Wanfang, VIP, and Web of Science, and included a total of 1358 Chinese and English literature, including 492 Chinese literature and 866 English literature; At the same time, the IncoPat patent database was used to obtain 735 relevant patents worldwide, and a related literature and patent dataset covering the period from January 1, 2000 to October 1, 2025 was constructed. The first part uses CiteSpace software to conduct visual analysis on publishing trends, national and institutional collaborations, author networks, keyword co-occurrence and clustering, etc; The second part uses GraphPad Prism and Excel to conduct quantitative analysis on the application trends, regional distribution, applicants, patent conversion rates, and inefficiency of global patents. The dataset generates 14 Excel tables and 24 graphs, comprehensively summarizing the research panorama and intellectual property layout of ginsenosides in the field of tumor prevention and treatment. This provides systematic data support and decision-making references for future research directions, patent strategy optimization, and clinical translation in this field, thereby promoting the development of more accurate and efficient tumor prevention and treatment strategies in this field 
description: In order to systematically review the research status and development trends of ginsenosides in the field of tumor therapy, this study searched the core databases of China National Knowledge Infrastructure, Wanfang, VIP, and Web of Science, and included a total of 1358 Chinese and English literature, including 492 Chinese literature and 866 English literature; At the same time, the IncoPat patent database was used to obtain 735 relevant patents worldwide, and a related literature and patent dataset covering the period from January 1, 2000 to October 1, 2025 was constructed. The first part uses CiteSpace software to conduct visual analysis on publishing trends, national and institutional collaborations, author networks, keyword co-occurrence and clustering, etc; The second part uses GraphPad Prism and Excel to conduct quantitative analysis on the application trends, regional distribution, applicants, patent conversion rates, and inefficiency of global patents. The dataset generates 14 Excel tables and 24 graphs, comprehensively summarizing the research panorama and intellectual property layout of ginsenosides in the field of tumor prevention and treatment. This provides systematic data support and decision-making references for future research directions, patent strategy optimization, and clinical translation in this field, thereby promoting the development of more accurate and efficient tumor prevention and treatment strategies in this field
DOI: 10.57760/sciencedb.23817
title: Phage depolymerase modulates virulence and biofilm in hypervirulent Klebsiella pneumoniae by CPS-mediated suppression of type 3 fimbriae
title: Phage depolymerase modulates virulence and biofilm in hypervirulent Klebsiella pneumoniae by CPS-mediated suppression of type 3 fimbriae

description: Phage-derived depolymerases represent a promising antibiotic alternative for treating Klebsiella pneumoniae infections. Depolymerases can increase the sensitivity of bacteria to the host immune system and complement-mediated killing by specifically degrading capsular polysaccharides (CPS). However, the impact of depolymerases on bacterial biofilm formation remains unclear. This study found that depolymerase treatment significantly enhances the biofilm formation capability of hypervirulent K. pneumoniae (hvKp) strains, which inherently exhibit relatively weak biofilm formation due to their thick capsular polysaccharide (CPS) layers. Further investigation revealed that depolymerase-mediated CPS degradation relieved its repression on the type 3 fimbriae gene cluster mrkABCDF, thereby promoting biofilm formation. In vivo experiments in mice also showed that CPS can inhibit virulence functions associated with type 3 fimbriae. Furthermore, we found that CPS-mediated biofilm inhibition appears to be a common phenomenon among hvKp strains. In summary, by elucidating the dual role of depolymerase in modulating both virulence and biofilm in hvKp, our work reveals a potential interaction between CPS and type 3 fimbriae, providing deeper insights into the pathogenicity of this clinically important bacterium.
description: Phage-derived depolymerases represent a promising antibiotic alternative for treating Klebsiella pneumoniae infections. Depolymerases can increase the sensitivity of bacteria to the host immune system and complement-mediated killing by specifically degrading capsular polysaccharides (CPS). However, the impact of depolymerases on bacterial biofilm formation remains unclear. This study found that depolymerase treatment significantly enhances the biofilm formation capability of hypervirulent K. pneumoniae (hvKp) strains, which inherently exhibit relatively weak biofilm formation due to their thick capsular polysaccharide (CPS) layers. Further investigation revealed that depolymerase-mediated CPS degradation relieved its repression on the type 3 fimbriae gene cluster mrkABCDF, thereby promoting biofilm formation. In vivo experiments in mice also showed that CPS can inhibit virulence functions associated with type 3 fimbriae. Furthermore, we found that CPS-mediated biofilm inhibition appears to be a common phenomenon among hvKp strains. In summary, by elucidating the dual role of depolymerase in modulating both virulence and biofilm in hvKp, our work reveals a potential interaction between CPS and type 3 fimbriae, providing deeper insights into the pathogenicity of this clinically important bacterium.
DOI: 10.57760/sciencedb.37096
title: "Haikimi" Network Meme Bilibili Video Data Research Dataset
title: “哈基米”网络模因B站视频数据研究数据集

description: "Haikimi" Network Meme Bilibili Video Data Research DatasetUsing web scraping technology, we collected video data related to the keyword "Hakimi" on Bilibili and conducted quantitative analysis.
description: "Haikimi" Network Meme Bilibili Video Data Research DatasetUsing web scraping technology, we collected video data related to the keyword "Hakimi" on Bilibili and conducted quantitative analysis.
DOI: 10.57760/sciencedb.37183
title: Unravel Excited State Chirality Generation through Intramolecular Charge Transfer in a [2.2] Paracyclonaphane-Functionalized Conjugated Emitter
title: Unravel Excited State Chirality Generation through Intramolecular Charge Transfer in a [2.2] Paracyclonaphane-Functionalized Conjugated Emitter

description: Raw data for all figures and tables in the main text and supporting information (SI) are provided, including: Photophysical characterization data (PL, UV-Vis, CPL spectra) Femtosecond transient absorption (fs-TA) data Femtosecond time-resolved circularly polarized luminescence (fs-TRCPL) data Crystallographic CIF file for PCN-2Br (CCDC 2729285) TD-DFT calculation raw output data for SI Tables S9 and S10All data are provided in CSV/TXT format for reproducibility. 
description: Raw data for all figures and tables in the main text and supporting information (SI) are provided, including: Photophysical characterization data (PL, UV-Vis, CPL spectra) Femtosecond transient absorption (fs-TA) data Femtosecond time-resolved circularly polarized luminescence (fs-TRCPL) data Crystallographic CIF file for PCN-2Br (CCDC 2729285) TD-DFT calculation raw output data for SI Tables S9 and S10All data are provided in CSV/TXT format for reproducibility.
DOI: 10.15468/dl.wuy98u
title: Occurrence Download

description: A dataset containing 4452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago australis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 4452 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010180-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00011850
title: Available datapackage for study 'Integrative Training Program for Pediatric Sickle Cell Pain: Development and Adaptation of I-STRONG for SCD'

description: This study develops and tests the feasibility and acceptability of an adapted intervention, Integrative Strong Body and Mind Training (I-STRONG), in adolescents with pain from sickle cell disease.