cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15281558
title: Harnessing the bio-adhesive power of natural deep eutectic solvents for trichome-inspired pest control

description: The carnivorous Drosera species employ hair-like appendages called trichomes that secrete a deadly adhesive consisting of an acidic polysaccharide, sugars, organic acids, and water to capture prey insects. Here, we develop a sustainable alternative to chemical pesticides using hyaluronic acid in a sugar-based natural deep eutectic solvent to mimic the composition and trapping mechanism of the Drosera mucilage. We formulate trichome biomimetic adhesives that become sprayable with added water to lower their viscosity, which can then regain the required adhesiveness as water evaporates up to the equilibrium content. Using a custom indentation setup, we measure promising adhesion energies between 9.5 - 14.5 µJ over one week, along with the formation of elongated fibrils (> 2.3 cm) for the best-performing sample. Additionally, the material shows no phytotoxicity for over two weeks and effectively immobilizes Western flower thrips through multiple contact points with the material in Petri dish bioassays, highlighting its efficacy and trapping mechanism akin to natural trichomes.
DOI: 10.5281/zenodo.15281559
title: Harnessing the bio-adhesive power of natural deep eutectic solvents for trichome-inspired pest control

description: The carnivorous Drosera species employ hair-like appendages called trichomes that secrete a deadly adhesive consisting of an acidic polysaccharide, sugars, organic acids, and water to capture prey insects. Here, we develop a sustainable alternative to chemical pesticides using hyaluronic acid in a sugar-based natural deep eutectic solvent to mimic the composition and trapping mechanism of the Drosera mucilage. We formulate trichome biomimetic adhesives that become sprayable with added water to lower their viscosity, which can then regain the required adhesiveness as water evaporates up to the equilibrium content. Using a custom indentation setup, we measure promising adhesion energies between 9.5 - 14.5 µJ over one week, along with the formation of elongated fibrils (> 2.3 cm) for the best-performing sample. Additionally, the material shows no phytotoxicity for over two weeks and effectively immobilizes Western flower thrips through multiple contact points with the material in Petri dish bioassays, highlighting its efficacy and trapping mechanism akin to natural trichomes.
DOI: 10.5281/zenodo.10041883
title: BUMP: A Benchmark of Reproducible Breaking Dependency Updates

description: Bump is a benchmark of breaking dependency updates. A breaking update is defined as a pair of commits for a Java project, which we designate as the pre-commit and the breaking-commit. When we build the project with the pre-commit, compilation and test execution are successful, while the build of the breaking-commit fails. Each breaking-commit is a one-line change in the Maven pom file.
DOI: 10.5281/zenodo.10041882
title: BUMP: A Benchmark of Reproducible Breaking Dependency Updates

description: Bump is a benchmark of breaking dependency updates. A breaking update is defined as a pair of commits for a Java project, which we designate as the pre-commit and the breaking-commit. When we build the project with the pre-commit, compilation and test execution are successful, while the build of the breaking-commit fails. Each breaking-commit is a one-line change in the Maven pom file.
DOI: 10.15468/dl.2qddbw
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cestrum aurantiacum Lindl."
 ]
}

 The dataset includes 62 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027858-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk7z5g
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canavalia gladiata (Jacq.) DC.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 51 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027860-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15341224
title: Anticipating Bugs: Ticket-Level Bug Prediction and Temporal Proximity Effects

description: Context: Software bugs significantly impact project time, budgets, and safety, motivating extensive research in bug prediction. The primary goal of bug prediction is to optimize testing efforts by focusing on software fragments, i.e., classes, methods, commits (JIT), or lines of code, most likely to be buggy. However, these predicted fragments already contain bugs. Thus, the current bug prediction approaches support fixing rather than prevention.


Aim: Motivated by the principle of "prevention is better than cure," the aim of this paper is to introduce and evaluate Ticket-Level Prediction (TLP), an approach to identify tickets that will introduce bugs once implemented. We analyze TLP at three temporal points, each point represents a ticket lifecycle stage: Open, In Progress, or Closed. We conjecture that: (1) TLP accuracy increases as tickets progress towards the closed stage due to improved feature reliability over time, and (2) the predictive power of features changes across these temporal points.  Our TLP approach leverages 72 features belonging to six different families: code, developer, external temperature, internal temperature, intrinsic, ticket to tickets, and JIT.


Method: Our TLP evaluation uses a sliding-window aapproach, balancing,  feature selection, and three machine-learning bug prediction classifiers on about 10,000 tickets of two Apache open-source projects. We assess TLP accuracy via standard metrics such as Precision, Recall, F1, AUC, Kappa and GMean. We evaluate the power of features via information gain ratio and feature selection.

 

Results: Our results show that TLP accuracy increases with proximity, confirming the expected trade-off between early prediction and accuracy. Regarding the prediction power of feature families, our study shows that the power of feature families changes according to the feature family, the proximity, and their interaction. Consequently, no single feature family consistently dominates across all temporal proximity points. Thus, TLP should use features sets depending on the temporal proximity point. In particular, while JIT features are paramount at Closed, other features families are more important than JIT at Open and In Progress.


Conclusions: Our findings complements and extends the literature on bug prediction at class, method or commit level by showing that defect prediction can be effectively moved upstream, offering opportunities for risk-aware ticket triaging and developer assignment before any code is written.
DOI: 10.5281/zenodo.15341225
title: Anticipating Bugs: Ticket-Level Bug Prediction and Temporal Proximity Effects

description: Context: Software bugs significantly impact project time, budgets, and safety, motivating extensive research in bug prediction. The primary goal of bug prediction is to optimize testing efforts by focusing on software fragments, i.e., classes, methods, commits (JIT), or lines of code, most likely to be buggy. However, these predicted fragments already contain bugs. Thus, the current bug prediction approaches support fixing rather than prevention.


Aim: Motivated by the principle of "prevention is better than cure," the aim of this paper is to introduce and evaluate Ticket-Level Prediction (TLP), an approach to identify tickets that will introduce bugs once implemented. We analyze TLP at three temporal points, each point represents a ticket lifecycle stage: Open, In Progress, or Closed. We conjecture that: (1) TLP accuracy increases as tickets progress towards the closed stage due to improved feature reliability over time, and (2) the predictive power of features changes across these temporal points.  Our TLP approach leverages 72 features belonging to six different families: code, developer, external temperature, internal temperature, intrinsic, ticket to tickets, and JIT.


Method: Our TLP evaluation uses a sliding-window aapproach, balancing,  feature selection, and three machine-learning bug prediction classifiers on about 10,000 tickets of two Apache open-source projects. We assess TLP accuracy via standard metrics such as Precision, Recall, F1, AUC, Kappa and GMean. We evaluate the power of features via information gain ratio and feature selection.

 

Results: Our results show that TLP accuracy increases with proximity, confirming the expected trade-off between early prediction and accuracy. Regarding the prediction power of feature families, our study shows that the power of feature families changes according to the feature family, the proximity, and their interaction. Consequently, no single feature family consistently dominates across all temporal proximity points. Thus, TLP should use features sets depending on the temporal proximity point. In particular, while JIT features are paramount at Closed, other features families are more important than JIT at Open and In Progress.


Conclusions: Our findings complements and extends the literature on bug prediction at class, method or commit level by showing that defect prediction can be effectively moved upstream, offering opportunities for risk-aware ticket triaging and developer assignment before any code is written.
DOI: 10.15468/dl.r754e2
title: Occurrence Download

description: A dataset containing 16802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((57.6795 19.44522,100.34717 18.84725,138.34687 19.26372,138.80689 19.44522,138.80689 63.93852,57.6795 63.93852,57.6795 19.44522))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Picea brachytyla (Franch.) E.Pritz., Picea aurantiaca Mast., Picea wilsonii Mast., Picea obovata Ledeb., Picea A.Dietr.)"
 ]
}

 The dataset includes 16802 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027862-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyw4dc
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Singapore, 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 Monsonia L."
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027863-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab9zgz
title: Occurrence Download

description: A dataset containing 6650 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phthorimaea operculella (Zeller, 1873)"
 ]
}

 The dataset includes 6650 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027861-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14514701
title: Uncoupling growth and division in Chlamydomonas reinhardtii colonies: Consistent cell cycle regulation under confinement.
DOI: 10.5281/zenodo.14514702
title: Uncoupling growth and division in Chlamydomonas reinhardtii colonies: Consistent cell cycle regulation under confinement.
DOI: 10.6084/m9.figshare.29045633
title: Word relative frequency

description: ////
DOI: 10.6084/m9.figshare.29045501
title: Data supporting the findings

description: Data supporting the findings of the study: EVALUATING THE ACCURACY OF GENERATIVE AI MODELS IN DENTAL AGE ESTIMATION BASED ON THE DEMIRJIAN METHOD
DOI: 10.15468/dl.rapcgh
title: Occurrence Download

description: A dataset containing 4638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((16.739026011484487 48.51696377034651, 16.87525461616599 48.50858478679937, 16.887820532115217 48.59974046689375, 16.75134655092886 48.60813705470304, 16.739026011484487 48.51696377034651))"
 ]
}

 The dataset includes 4638 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027864-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7tnw8
title: Occurrence Download

description: A dataset containing 264556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2000-2025"
 ]
}

 The dataset includes 264556 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027855-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25381/cput.28846187
title: Stakeholder management in selected IT 4IR<b> </b>projects in South Africa

description: This study aimed to explore stakeholders’ role in the success or failure of IT projects, identify the complexities of stakeholder management in IT development projects, and develop a robust stakeholder management process specifically tailored to the context of developing economies. This study offers valuable insights and practical recommendations for optimising stakeholder management processes and enhancing overall IT project performance in this ever-evolving business landscape. This was conducted within South Africa to help bridge the gap between stakeholder management and project performance. In a technologically changing world, the roles and expectations of stakeholders are continuously evolving. It behoves project practitioners to understand and appreciate the dynamics of stakeholder management in this new world order. The study was scoped within South Africa to investigate the factors influencing stakeholder management and project performance.
DOI: 10.15468/dl.9gftgk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Singapore, 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 Ehrharta Thunb."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027866-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzvgy4
title: Occurrence Download

description: A dataset containing 93371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum tuberosum L."
 ]
}

 The dataset includes 93371 records from 677 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027841-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhssgk
title: Occurrence Download

description: A dataset listing the 603992 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 603992 records were derived from 6056 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027856-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9vu9u
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucochloron minarum (Glaz. & Harms) Barneby & J.W.Grimes"
 ]
}

 The dataset includes 41 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078445-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdteqy
title: Occurrence Download

description: A dataset containing 584406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Liliopsida)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 584406 records from 412 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046929-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtgb78
title: Occurrence Download

description: A dataset containing 881873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "Country is Austria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 881873 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046979-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnn2ww
title: Occurrence Download

description: A dataset containing 4167566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anas discors x clypeata, Certhia americana Bonaparte, 1838, Calidris virgata (J.F.Gmelin, 1789), Anas cyanoptera Vieillot, 1816, Sitta canadensis Linnaeus, 1766, Colaptes cafer (Gmelin, 1788), Anas querquedula Linnaeus, 1758, Luscinia calliope (Pallas, 1776), Estrilda troglodytes (Lichtenstein, 1823), Lanius ludovicianus Linnaeus, 1766, Coscoroba coscoroba (Molina, 1782), Passerina cyanea (Linnaeus, 1766), Uria lomvia (Linnaeus, 1758), Melospiza georgiana (Latham, 1790), Parkesia noveboracensis (J.F.Gmelin, 1789), Dacelo novaeguineae (Hermann, 1783), Lanius excubitor Linnaeus, 1758, Clangula hyemalis (Linnaeus, 1758), Turdus viscivorus Linnaeus, 1758, Passer domesticus (Linnaeus, 1758), Empidonax hammondii (Xantus de Vesey, 1858), Tringa solitaria A.Wilson, 1813, Calypte anna (R.Lesson, 1829), Motacilla alba Linnaeus, 1758, Melanitta perspicillata (Linnaeus, 1758), Bubo bubo (Linnaeus, 1758), Leiothlypis peregrina (A.Wilson, 1811), Philomachus pugnax (Linnaeus, 1758), Larus marinus Linnaeus, 1758, Oporornis agilis (A.Wilson, 1812), Cardinalis cardinalis (Linnaeus, 1758), Phalacrocorax urile (Gmelin, 1789), Bartramia longicauda (Bechstein, 1812), Taeniopygia guttata (Vieillot, 1817))",
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4167566 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048131-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrhw2h
title: Occurrence Download

description: A dataset containing 985394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnoliopsida)",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 985394 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046996-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7fu8f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Centropus superciliosus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085359-250717081556266/datasets/export for details.
DOI: 10.15468/dl.gw6suz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Centropus superciliosus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085357-250717081556266/datasets/export for details.
DOI: 10.3535/0kg-wf3-mvs
title: Mastus cretensis (L. Pfeiffer, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9zq-871-3jv
title: Monacha Fitzinger, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2nw-1fw-fxf
title: Megalobulimus oblongus (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4jn-2zg-940
title: Oreohelix subrudis apiarium S. S. Berry, 1919

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zty-xcn-ljy
title: Aegopinella nitens (Michaud, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hgy-27b-3wf
title: Oleacina Röding, 1789

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nka-bj5-0lp
title: Monacha cretica Hausdorf, 2003

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6pa-rrh-al6
title: Levantina spiriplana (Olivier, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/efp-9v0-qvp
title: Macrogastra plicatula plicatula (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g7z-ckt-6qm
title: Leiostyla R. T. Lowe, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.