cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3f2ubq
title: Occurrence Download

description: A dataset containing 18147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "GadmGid is ECU.11.3_1",
 "OccurrenceStatus is Present",
 "Year 1991-2021"
 ]
}

 The dataset includes 18147 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003886-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfs8xd
title: Occurrence Download

description: A dataset containing 153593 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "GadmGid is ECU.24.9_1",
 "OccurrenceStatus is Present",
 "Year 1991-2021"
 ]
}

 The dataset includes 153593 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003879-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmst6y
title: Occurrence Download

description: A dataset containing 416 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 Joannesia Vell."
 ]
}

 The dataset includes 416 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003888-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wcwpd
title: Occurrence Download

description: A dataset containing 378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuculus saturatus Blyth, 1843",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 378 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003887-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwc6gg
title: Occurrence Download

description: A dataset containing 2662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cursorius cursor (Latham, 1787)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 2662 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003890-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7p2pj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Viet Nam, Cambodia, Indonesia, Nepal, Philippines, Malaysia, Chinese Taipei, Bangladesh, Lao People’s Democratic Republic, Thailand, Bhutan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bunias L."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003891-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7vvvh
title: Occurrence Download

description: A dataset containing 1096 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 Jodina Hook. & Arn."
 ]
}

 The dataset includes 1096 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003892-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/1723
title: Dataset for: Novel Fibre-Rich Breads Yield Improved Glucose Release Curves and Are Well Accepted by Children in Primary School Breakfast Clubs

description: Data shared here come from two data collection contexts. Firstly, glucose release rates and GI (glycaemic index) estimates for bread samples undergoing in-vitro digestion in lab conditions. Secondly, data collected anonymously from school breakfast clubs in English primary schools. These comprise (a) responses in a Taste&Rate activity, where children tasted a range of foods and rated their liking for those foods, and (b) observations of children's breakfast choices from a buffet breakfast service, and the estimated fibre content of the chosen breakfasts, over six data collection sessions in two schools.
DOI: 10.5281/zenodo.18245734
title: A Theoretical and Preliminary Experimental Framework for Self-Sterilizing Modular Nanobiosensors: A First-Principles Approach to Continuous, Noninvasive Health Monitoring

description: Background: Current wearable health monitoring technologies exhibit limitations in biosecurity, biofidelity, and biointegration \citep{kim2019wearable, wang2024recent, rana2024nanosensors}. This work proposes a unified theoretical framework, supported by preliminary experimental validation, to address these challenges through self-sterilizing nanobiosensors.\\

Methods: A generalized bio-sensing inequality is derived from non-equilibrium thermodynamics, incorporating Arrhenius-Eyring kinetics for dry heat sterilization \citep{prigogine1967introduction, seifert2012stochastic}. Validation employed Bayesian hierarchical modeling, multihead attention algorithms, and stochastic PDE-constrained optimization on simulated data. Preliminary experiments encompassed Ag-Au nanoparticle synthesis, characterization via TEM/SEM/XPS, and sterilization tests per ISO standards \citep{rutala2019guideline}. Statistical analyses included ANOVA, regression modeling, power calculations, and effect size estimation.\\

Findings: Simulations indicate 99.97\% pathogen elimination at 160\si{\celsius} with maintained sensor integrity. Preliminary experiments verified core-shell structure (TEM), surface composition (XPS), and >99\% bacterial reduction (ANOVA F(1,12)=28.7, p<0.001, $\eta^2$=0.71). Motion artifacts were suppressed with 98.7\% efficiency (95\% CI: 97.5-99.5\%). Risk analysis yields $P_{\text{inf}} < 10^{-6}$. Projections suggest potential reduction in diabetes hospitalizations (regression $\beta$=-0.67, p<0.001). Power analysis confirmed 80\% power for key effects (n=1248, $\alpha$=0.05, f=0.25).\\

Interpretation: The framework establishes a principle wherein sensing and sterilization co-evolve under thermodynamic constraints, providing a theoretical blueprint for autonomous, health-preserving devices, pending comprehensive experimental corroboration \citep{lin2024nanoengineered, sharma2024nanobiosensors}.
DOI: 10.5281/zenodo.18238459
title: A Theoretical and Preliminary Experimental Framework for Self-Sterilizing Modular Nanobiosensors: A First-Principles Approach to Continuous, Noninvasive Health Monitoring

description: Background: Current wearable health monitoring technologies exhibit limitations in biosecurity, biofidelity, and biointegration \citep{kim2019wearable, wang2024recent, rana2024nanosensors}. This work proposes a unified theoretical framework, supported by preliminary experimental validation, to address these challenges through self-sterilizing nanobiosensors.\\

Methods: A generalized bio-sensing inequality is derived from non-equilibrium thermodynamics, incorporating Arrhenius-Eyring kinetics for dry heat sterilization \citep{prigogine1967introduction, seifert2012stochastic}. Validation employed Bayesian hierarchical modeling, multihead attention algorithms, and stochastic PDE-constrained optimization on simulated data. Preliminary experiments encompassed Ag-Au nanoparticle synthesis, characterization via TEM/SEM/XPS, and sterilization tests per ISO standards \citep{rutala2019guideline}. Statistical analyses included ANOVA, regression modeling, power calculations, and effect size estimation.\\

Findings: Simulations indicate 99.97\% pathogen elimination at 160\si{\celsius} with maintained sensor integrity. Preliminary experiments verified core-shell structure (TEM), surface composition (XPS), and >99\% bacterial reduction (ANOVA F(1,12)=28.7, p<0.001, $\eta^2$=0.71). Motion artifacts were suppressed with 98.7\% efficiency (95\% CI: 97.5-99.5\%). Risk analysis yields $P_{\text{inf}} < 10^{-6}$. Projections suggest potential reduction in diabetes hospitalizations (regression $\beta$=-0.67, p<0.001). Power analysis confirmed 80\% power for key effects (n=1248, $\alpha$=0.05, f=0.25).\\

Interpretation: The framework establishes a principle wherein sensing and sterilization co-evolve under thermodynamic constraints, providing a theoretical blueprint for autonomous, health-preserving devices, pending comprehensive experimental corroboration \citep{lin2024nanoengineered, sharma2024nanobiosensors}.
DOI: 10.15468/dl.hkrzrc
title: Occurrence Download

description: A dataset containing 93276 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ricinus communis"
 ]
}

 The dataset includes 93276 records from 1051 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009003-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18245545
title: Ushabti UB-006 (Beckers Ushabti Collection): Usurped wooden ushabti with inscription

description: This dataset documents object UB-006 from the Beckers Ushabti Collection, an usurped wooden ushabti with traces of polychromy and a reworked inscription.

The original inscription was removed in antiquity and replaced with a shortened version of Book of the Dead spell 6, naming the owner as It. Material, painting technique, and the manner of reworking support a dating to the 19th Dynasty of the New Kingdom.

The dataset includes a detailed object PDF, bilingual metadata, high-resolution images, and links to 3D documentation. An archaeological expertise is referenced and incorporated into the interpretative assessment.

This object-level publication is linked to the main collection DOI.
DOI: 10.6084/m9.figshare.29341505
title: Data from: Regenerative agriculture improves soil functioning and the complexity of soil food webs after a short transition period

description: Using a chronosequence approach, we evaluated fields converted to regenerative management 1, 2, and 5 years prior to sampling, alongside conventional control plots. Regenerative management increased soil moisture and organic matter, while reducing electrical conductivity. Enzymatic activities—leucine aminopeptidase and phosphatase—increased consistently across the conversion chronosequence. Faunal responses included a rise in mite abundance, particularly oribatid, and enchytraeid worm populations after two years, followed by a shift in the fifth year toward dominance by larger arthropods such as insects, crustaceans, and millipedes
DOI: 10.6084/m9.figshare.29341505.v2
title: Data from: Regenerative agriculture improves soil functioning and the complexity of soil food webs after a short transition period

description: Using a chronosequence approach, we evaluated fields converted to regenerative management 1, 2, and 5 years prior to sampling, alongside conventional control plots. Regenerative management increased soil moisture and organic matter, while reducing electrical conductivity. Enzymatic activities—leucine aminopeptidase and phosphatase—increased consistently across the conversion chronosequence. Faunal responses included a rise in mite abundance, particularly oribatid, and enchytraeid worm populations after two years, followed by a shift in the fifth year toward dominance by larger arthropods such as insects, crustaceans, and millipedes
DOI: 10.6084/m9.figshare.29341505.v1
title: Regenerative agriculture improves soil functioning and the complexity of soil food webs after a short transition period

description: Using a chronosequence approach, we evaluated fields converted to regenerative management 1, 2, and 5 years prior to sampling, alongside conventional control plots. Regenerative management increased soil moisture and organic matter, while reducing electrical conductivity. Enzymatic activities—leucine aminopeptidase and phosphatase—increased consistently across the conversion chronosequence. Faunal responses included a rise in mite abundance, particularly oribatid, and enchytraeid worm populations after two years, followed by a shift in the fifth year toward dominance by larger arthropods such as insects, crustaceans, and millipedes
DOI: 10.5281/zenodo.16084321
title: Can SAT Solvers Keep Up With the Linux Kernel's Feature Model?

description: Reproduction package for the ICSE'26 paper "Can SAT Solvers Keep Up With the Linux Kernel's Feature Model?"
DOI: 10.15468/dl.gy8mvs
title: Occurrence Download

description: A dataset containing 410101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, April, May, September, October, November)",
 "OccurrenceStatus is Present",
 "TaxonKey is Larus smithsonianus",
 "Year 2024-2026"
 ]
}

 The dataset includes 410101 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009053-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17597552
title: Can SAT Solvers Keep Up With the Linux Kernel's Feature Model?

description: Reproduction package for the ICSE'26 paper "Can SAT Solvers Keep Up With the Linux Kernel's Feature Model?"
DOI: 10.15468/dl.edkvun
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.19.42_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009100-260108223611665/datasets/export for details.
DOI: 10.6084/m9.figshare.31066891
title: Chaotic Lévy Flight Grey Wolf Optimizer for Optimal Design of Grid-Connected Solar Photovoltaic Power Plant in Assam

description: This dataset contains the complete <b>manuscript data</b> supporting the optimal design and techno-economic evaluation of a grid-connected solar photovoltaic power plant in Assam, India, using a Chaotic Lévy Flight-enhanced Grey Wolf Optimizer (CLF-GWO). It includes site-specific geographic information, monthly and annual meteorological data, PV module and inverter specifications, economic and financial parameters, optimization algorithm settings, decision variables, convergence data, performance metrics, sensitivity analysis, and environmental impact indicators. The dataset enables full reproducibility of the results presented in the associated manuscript and supports comparative analysis of metaheuristic optimization approaches for large-scale solar PV system planning.
DOI: 10.6084/m9.figshare.31066891.v1
title: Chaotic Lévy Flight Grey Wolf Optimizer for Optimal Design of Grid-Connected Solar Photovoltaic Power Plant in Assam

description: This dataset contains the complete <b>manuscript data</b> supporting the optimal design and techno-economic evaluation of a grid-connected solar photovoltaic power plant in Assam, India, using a Chaotic Lévy Flight-enhanced Grey Wolf Optimizer (CLF-GWO). It includes site-specific geographic information, monthly and annual meteorological data, PV module and inverter specifications, economic and financial parameters, optimization algorithm settings, decision variables, convergence data, performance metrics, sensitivity analysis, and environmental impact indicators. The dataset enables full reproducibility of the results presented in the associated manuscript and supports comparative analysis of metaheuristic optimization approaches for large-scale solar PV system planning.
DOI: 10.5281/zenodo.18245835
title: Avena hirsuta Moench. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18245836
title: Avena hirsuta Moench. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.15468/dl.jvr5rq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.34.14_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009101-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18245848
title: Avena hirsuta Roth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18245849
title: Avena hirsuta Roth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.6084/m9.figshare.30531116
title: BehaveAI case study datasets

description: BehaveAI is a user-friendly tool that identifies and classifies animals and other objects in video footage from their movement as well as their static appearance. The framework converts motion information into false colours that allow both the human annotator and fully convolutional neural network (F-CNN) to easily identify patterns of movement. The framework integrates both motion streams and static streams in a similar fashion to the mammalian visual system, separating the tasks of detection and classification. The framework also supports hierarchical models (e.g. detect something from it's movement, then work out what exactly it is from conventional static appearance, or vice-versa); and semi-supervised annotation, allowing the annotator to rapidly correct errors made by initial models, making for a more efficient and effective training process.This repository includes data used for the case-studies.
DOI: 10.6084/m9.figshare.30531116.v2
title: BehaveAI case study datasets

description: BehaveAI is a user-friendly tool that identifies and classifies animals and other objects in video footage from their movement as well as their static appearance. The framework converts motion information into false colours that allow both the human annotator and fully convolutional neural network (F-CNN) to easily identify patterns of movement. The framework integrates both motion streams and static streams in a similar fashion to the mammalian visual system, separating the tasks of detection and classification. The framework also supports hierarchical models (e.g. detect something from it's movement, then work out what exactly it is from conventional static appearance, or vice-versa); and semi-supervised annotation, allowing the annotator to rapidly correct errors made by initial models, making for a more efficient and effective training process.This repository includes data used for the case-studies.
DOI: 10.6084/m9.figshare.30531116.v1
title: BehaveAI case study datasets

description: BehaveAI is a user-friendly tool that identifies and classifies animals and other objects in video footage from their movement as well as their static appearance. The framework converts motion information into false colours that allow both the human annotator and fully convolutional neural network (F-CNN) to easily identify patterns of movement. The framework integrates both motion streams and static streams in a similar fashion to the mammalian visual system, separating the tasks of detection and classification. The framework also supports hierarchical models (e.g. detect something from it's movement, then work out what exactly it is from conventional static appearance, or vice-versa); and semi-supervised annotation, allowing the annotator to rapidly correct errors made by initial models, making for a more efficient and effective training process.This repository includes data used for the case-studies.
DOI: 10.15468/6crauu
title: Two new species of Endelus Deyrolle, 1864 (Coleoptera, Buprestidae) from China with notes on Endelus acutiplicis Obenberger, 1944

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kalashian, Mark (2025): Two new species of Endelus Deyrolle, 1864 (Coleoptera, Buprestidae) from China with notes on Endelus acutiplicis Obenberger, 1944. Zootaxa 5715 (1): 188-193, DOI: 10.11646/zootaxa.5715.1.15, URL: https://doi.org/10.11646/zootaxa.5715.1.15AbstractTwo species of the genus Endelus from China, E. (Endelus) storozhenkoi sp. nov. from Guangdong Province and E. (E.) jiangxiensis sp. nov. from Jiangxi Province, are described, illustrated and compared with related species from E. (E.) collinus species group. Endelus (E.) acutiplicis Obenberger, 1944 is newly placed in the same group, and a lectotype of the species is designated.
DOI: 10.15468/dl.uud5jz
title: Occurrence Download

description: A dataset containing 30091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Country is Norway",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Salmonidae",
 "Year 2010-2018"
 ]
}

 The dataset includes 30091 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009102-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.