cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18254622
title: Intensive arable farming calls for resilient wild bee restoration amid severe abundance fluctuations

description: Intensive arable farming calls for resilient wild bee restoration amid severe abundance fluctuations

Code and data supporting the manuscript “Intensive arable farming calls for resilient wild bee restoration amid severe abundance fluctuations”. The repository contains cleaned datasets, R scripts for all statistical analyses, and code to reproduce figures and appendix results.

Repository contents

Appendix S1 – Intensive arable farming calls for resilient wild bee restoration amid severe abundance fluctuationsSupplementary material accompanying the manuscript, including extended methods, additional analyses, and supplementary figures.

WFF_Pantrap_survey_2020_2023_Abu_sp_num_data.csvTrap-level wild bee abundance and species richness data used for the GLMM analyses.

WFF_Pantrap_survey_2020_2023_Community_data.csvLandscape-plot-level wild bee community composition data used for PERMANOVA and NMDS analyses.

WFF_Pantrap_survey_2020_2023_Environment_data.csvLandscape-plot-level environmental and experimental variables associated with the community composition analyses.

Input.zipZipped input data files required to reproduce the analyses.

Models_Abundance_and_Sp_num.RCore statistical analyses for wild bee abundance and species richness models.

PERMANOVA_and_NMDS.RR script implementing the PERMANOVA and NMDS analyses of wild bee community composition.

Custom_functions_and_themes.RUser-defined helper functions and ggplot2 themes used across analyses and figure generation.

MS_Figures.RR script to reproduce all main-text figures.

MS_inline_information.RR script generating inline numerical results reported in the manuscript text.

Misc_info_MS.RAdditional helper objects and manuscript-specific metadata.

elsevier-harvard.cslCitation style file used for reference formatting.references.bibBibTeX file containing all literature references cited in the manuscript and supplementary materials.

Output.zipModel objects, intermediate results, and derived outputs.This file is too large to be hosted, but can be downloaded from HERE or requested from the corresponding author (piross.sandor@ecolres.hu).
DOI: 10.5281/zenodo.18254623
title: Intensive arable farming calls for resilient wild bee restoration amid severe abundance fluctuations

description: Intensive arable farming calls for resilient wild bee restoration amid severe abundance fluctuations

Code and data supporting the manuscript “Intensive arable farming calls for resilient wild bee restoration amid severe abundance fluctuations”. The repository contains cleaned datasets, R scripts for all statistical analyses, and code to reproduce figures and appendix results.

Repository contents

Appendix S1 – Intensive arable farming calls for resilient wild bee restoration amid severe abundance fluctuationsSupplementary material accompanying the manuscript, including extended methods, additional analyses, and supplementary figures.

WFF_Pantrap_survey_2020_2023_Abu_sp_num_data.csvTrap-level wild bee abundance and species richness data used for the GLMM analyses.

WFF_Pantrap_survey_2020_2023_Community_data.csvLandscape-plot-level wild bee community composition data used for PERMANOVA and NMDS analyses.

WFF_Pantrap_survey_2020_2023_Environment_data.csvLandscape-plot-level environmental and experimental variables associated with the community composition analyses.

Input.zipZipped input data files required to reproduce the analyses.

Models_Abundance_and_Sp_num.RCore statistical analyses for wild bee abundance and species richness models.

PERMANOVA_and_NMDS.RR script implementing the PERMANOVA and NMDS analyses of wild bee community composition.

Custom_functions_and_themes.RUser-defined helper functions and ggplot2 themes used across analyses and figure generation.

MS_Figures.RR script to reproduce all main-text figures.

MS_inline_information.RR script generating inline numerical results reported in the manuscript text.

Misc_info_MS.RAdditional helper objects and manuscript-specific metadata.

elsevier-harvard.cslCitation style file used for reference formatting.references.bibBibTeX file containing all literature references cited in the manuscript and supplementary materials.

Output.zipModel objects, intermediate results, and derived outputs.This file is too large to be hosted, but can be downloaded from HERE or requested from the corresponding author (piross.sandor@ecolres.hu).
DOI: 10.15468/dl.pa678q
title: Occurrence Download

description: A dataset containing 784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((125.66233 33.87216,127.17838 33.87216,127.17838 35.28785,125.66233 35.28785,125.66233 33.87216))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Anas platyrhynchos, Anas formosa, Phalacrocorax carbo)",
 "Year 2020-2025"
 ]
}

 The dataset includes 784 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012067-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57680/asep.0643869
title: Belgická kohorta
title: Belgian cohort

description: Jedná se o zazipovaný soubor Raw dat z hmotnostního spektrometru FTICR Solarix Bruker Daltonics. Chromatogramy s hmotnostními spektry pacientů z aspergilovou ukazují hladiny diagnostických biomarkerů.
description: This is a zipped Raw data file from a Bruker Daltonics FTICR Solarix mass spectrometer. Chromatograms with mass spectra of aspergillus patients show levels of diagnostic biomarkers.
DOI: 10.7910/dvn/j4myqj
title: Classic Car Sales, Primarily in France (2025)

description: This dataset contains information on collectible automobiles sold at public auctions in 2025, primarily in France. It includes more than 600 auction lots and was constructed as part of an academic market study in Art Economics. The dataset focuses on vehicles manufactured or first registered before 1995, in order to capture a coherent segment of the collectible car market.

The data were collected manually from auction catalogues and published results between September and December 2025. Auctions were identified through La Gazette Drouot and through targeted consultation of the websites and catalogues of major auction houses active in the collectible automobile market, including Christie’s, Sotheby’s, Bonhams, Phillips, and Artcurial. The dataset is not intended to be exhaustive; auctions with insufficient information—particularly missing hammer prices or estimates—were excluded to ensure data quality.

For each vehicle, the dataset records core auction and vehicle characteristics, including the year of manufacture, brand, textual lot description, low and high pre-sale estimates, and, when available, the hammer price. Additional metadata include the auction house, sale name, auction dates, lot number, and information on buyer’s fees. When possible, final prices including buyer’s premiums were computed, and all prices are reported in both euros and U.S. dollars.

In addition to manual annotation, a large language model was used to extract structured variables from the textual lot descriptions using a standardized, rule-based prompt. This process was limited to information explicitly stated in the catalogues and allowed the extraction of supplementary variables related to vehicle characteristics (e.g., color, engine configuration), administrative information (e.g., registration documents, chassis numbers), and, when mentioned, elements of provenance or condition.
DOI: 10.17026/ar/3evlkg
title: Quickscan Archeologie – Woningbouw Bettinkdijk, Loo

description: Het betreft hier een analyse van de aanwezige kennis over de ondergrond van het plangebied ‘Bettinkdijk, Loo’, om te bepalen of er vervolgstappen nodig zijn, of dat de archeologische verwachting van het gebied naar mening van het bevoegd gezag al voldoende vast staat. Begin 2025 is het plan concreter geworden, waarna deze quickscan geüpdatet is.De voorgenomen plannen zullen de vrijstellingsgrenzen van de ter plaatse geldende archeologische beleidswaarde overschrijden (1.000 m2). In het plangebied geldt archeologische beleidswaarde 2, en in dit gebied geldt een meldingsplicht.
DOI: 10.15468/dl.rf8apy
title: Occurrence Download

description: A dataset containing 1674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "TaxonKey is Solidago decurrens"
 ]
}

 The dataset includes 1674 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012070-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/qgbqxd
title: Quickscan Archeologie 1289 – MJOP Gerard van Swietenstraat

description: Het betreft hier een analyse van de aanwezige kennis over de ondergrond van het plangebied Gerard van Swietenstraat, om te bepalen of er vervolgstappen nodig zijn, of dat de archeologische verwachting van het gebied al naar mening van het bevoegd gezag voldoende vast staat. Voor de locatie van de Gerard van Swietenstraat geldt een meldingsplicht. Op basis van de resultaten van het proefsleuvenonderzoek op het aangrenzende perceel kan gesteld worden dat wat betreft het noordelijke deel er weinig tot geen archeologische sporen verwacht worden. In het zuidelijke deel zal de aanleg van het al bestaande riool hier de aanwezige sporen, waaronder de anti-tankgracht al grotendeels verstoord hebben. Daarom wordt door de bevoegde overheid afgezien van de mogelijkheid om een waarneming te doen bij de werkzaamheden.
DOI: 10.57680/asep.0643866
title: Plná data k rukopisu "Mycovirus infection reprograms zinc-responsive toxin secretion in Aspergillus fumigatus"
title: Full raw data published in the paper "Mycovirus infection reprograms zinc-responsive toxin secretion in Aspergillus fumigatus"

description: Jedná se o přehled in vitro dat, kde jsme sbírali kvantitativní informace o extra a intracelulárních metabolitech houby Aspergillus fumigatus.
description: This is a review of in vitro data, where we collected quantitative information on extra- and intracellular metabolites of the fungus Aspergillus fumigatus.
DOI: 10.34740/kaggle/dsv/14508243
title: MEDA: Mars Weather and Atmosphere Sensor Data
DOI: 10.17026/ar/hcyutf
title: Quickscan Archeologie – A1317 Ter Hoevenlocatie

description: Het betreft hier een analyse van de aanwezige kennis over de ondergrond van het plangebied Ten Hoevenlocatie, om te bepalen of er vervolgstappen nodig zijn, of dat de archeologische verwachting van het gebied al naar mening van het bevoegd gezag voldoende vast staat. Voor de Ter Hoevenlocatie geldt op basis van de te verstoren oppervlakte een onderzoeksplicht. Deze onderzoeksplicht zal aan de vergunning worden verbonden. Voorafgaand aan de werkzaamheden dient een verkennend booronderzoek te worden uitgevoerd. Op basis daarvan wordt bepaald of vervolgonderzoek nodig is en in welke vorm.
DOI: 10.15468/dl.rbz5ym
title: Occurrence Download

description: A dataset containing 33495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gyps fulvus"
 ]
}

 The dataset includes 33495 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012071-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gaveej
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "PublishingOrg is 2cd829bb-b713-433d-99cf-64bef11e5b3e",
 "TaxonKey is Myotis",
 "Year 1801-1950"
 ]
}

 The dataset includes 112 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012072-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5jhy9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "TaxonKey is Pseudocurimata boulengeri",
 "Year 1999-2026"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012073-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9v3ezu
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eurya inaequalis"
 ]
}

 The dataset includes 49 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012074-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/9aobor
title: Quickscan Archeologie – MJOP Deltabuurt A1319

description: Het betreft hier een analyse van de aanwezige kennis over de ondergrond van het plangebied Deltabuurt, om te bepalen of er vervolgstappen nodig zijn, of dat de archeologische verwachting van het gebied al naar mening van het bevoegd gezag voldoende vast staat. Hier kan gesteld worden dat er in ieder geval meer dan 2.500 m2 wordt verstoord en dat daarmee de vrijstellingsgrens en onderzoeksgrens van beleidswaarde 2 (respectievelijk 1.000 m2 en 2.500 m2) en beleidswaarde 3 (respectievelijk 200 m2 en 500 m2) worden overschreden. Dit betekent dat wel vervolgonderzoek nodig is. Voor deelgebied 2 geldt dat hier geen archeologisch
onderzoek noodzakelijk is, hier geldt enkel beleidswaarde 1. Voorafgaand aan de
werkzaamheden dient een verkennend booronderzoek te worden uitgevoerd. Op basis daarvan wordt bepaald of vervolgonderzoek nodig is en in welke vorm.
DOI: 10.15468/dl.mqahc2
title: Occurrence Download

description: A dataset containing 3414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rutilus rutilus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1965",
 "Year is less than or equal to 1969"
 ]
}

 The dataset includes 3414 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012075-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.486vj6
title: Occurrence Download

description: A dataset containing 3949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx lynx",
 "Year 2021-2021"
 ]
}

 The dataset includes 3949 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012077-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8ua9a
title: Occurrence Download

description: A dataset containing 895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Svalbard and Jan Mayen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus maritimus"
 ]
}

 The dataset includes 895 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012083-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzd6zd
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fraxinus mandshurica"
 ]
}

 The dataset includes 60 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012084-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18258216
title: Cristobalia australis (Malme) H.A.Keller & Liede. 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 16:45
DOI: 10.5281/zenodo.18258215
title: Cristobalia australis (Malme) H.A.Keller & Liede. 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 16:45
DOI: 10.15468/dl.tvv3hw
title: Occurrence Download

description: A dataset containing 24391 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pardosa lugubris"
 ]
}

 The dataset includes 24391 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012085-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18257274
title: Finite-Element Simulation Dataset of a Flat-Plate Air Capacitor for Dynamic Hybrid Wireless Power Transfer

description:  

This dataset contains finite-element simulation results of a flat-plate air capacitor intended for use in dynamic hybrid wireless power transfer (WPT) systems. The simulations investigate the influence of air-gap distance and lateral misalignment between transmitter (Tx) and receiver (Rx) plates on the resulting capacitance, which is a critical parameter for capacitive and hybrid WPT couplers operating under dynamic conditions.

The dataset was generated using parametric FEM simulations, where multiple geometric configurations of transmitter and receiver plates were evaluated. For each configuration, the capacitance was computed across a range of receiver air gaps and lateral displacements, reflecting realistic operating scenarios such as vehicle motion or misaligned charging platforms.

The data is suitable for:





validation of analytical and reduced-order capacitance models,




optimization and sensitivity analysis of capacitive WPT couplers,




system-level simulations of dynamic hybrid (inductive–capacitive) wireless power transfer systems,




machine-learning-based surrogate modeling and design space exploration.





Dataset Structure

The dataset is provided in JSON format and consists of a list of design solutions. Each solution corresponds to a unique geometric configuration and is identified by a unique id.

Each design entry includes:





Material definitions for plates, isolator, and dielectric gap,




Geometric parameters of transmitter and receiver plates,




Simulation sweep definitions (air-gap and lateral displacement ranges),




Computed capacitance values for each operating point,




An optional cost or fitness function value for optimization studies.





File Contents

Each JSON object includes the following key sections:

1. Design Metadata





id – unique identifier of the design




material_plate, material_isolator, material_gap




Transmitter (Tx) and receiver (Rx) base dimensions and thicknesses




Optional fin parameters (set to zero in this dataset)



2. Simulation Sweep Parameters





tr_re_airgap_start, tr_re_airgap_stop, tr_re_airgap_step




tr_re_displacement_start, tr_re_displacement_stop, tr_re_displacement_step



3. Capacitance Results

Capacitance values are stored as a list of entries, each corresponding to a specific receiver air gap. For each air gap, capacitance is provided as a function of lateral displacement:

{
  "Receiver_air_gap": 5.0,
  "Receiver_plate_lateral_position": [0, 10, 20, ..., 150],
  "Capacitance": [15.58, 15.50, 15.27, ..., 1.24]
}


Capacitance values are expressed in picofarads (pF).



Methods

The data was generated using finite-element electrostatic simulations with parametric sweeps over air gap and lateral displacement. Capacitance was extracted from the simulated electric field and stored for post-processing and analysis.
DOI: 10.5281/zenodo.18257275
title: Finite-Element Simulation Dataset of a Flat-Plate Air Capacitor for Dynamic Hybrid Wireless Power Transfer

description:  

This dataset contains finite-element simulation results of a flat-plate air capacitor intended for use in dynamic hybrid wireless power transfer (WPT) systems. The simulations investigate the influence of air-gap distance and lateral misalignment between transmitter (Tx) and receiver (Rx) plates on the resulting capacitance, which is a critical parameter for capacitive and hybrid WPT couplers operating under dynamic conditions.

The dataset was generated using parametric FEM simulations, where multiple geometric configurations of transmitter and receiver plates were evaluated. For each configuration, the capacitance was computed across a range of receiver air gaps and lateral displacements, reflecting realistic operating scenarios such as vehicle motion or misaligned charging platforms.

The data is suitable for:





validation of analytical and reduced-order capacitance models,




optimization and sensitivity analysis of capacitive WPT couplers,




system-level simulations of dynamic hybrid (inductive–capacitive) wireless power transfer systems,




machine-learning-based surrogate modeling and design space exploration.





Dataset Structure

The dataset is provided in JSON format and consists of a list of design solutions. Each solution corresponds to a unique geometric configuration and is identified by a unique id.

Each design entry includes:





Material definitions for plates, isolator, and dielectric gap,




Geometric parameters of transmitter and receiver plates,




Simulation sweep definitions (air-gap and lateral displacement ranges),




Computed capacitance values for each operating point,




An optional cost or fitness function value for optimization studies.





File Contents

Each JSON object includes the following key sections:

1. Design Metadata





id – unique identifier of the design




material_plate, material_isolator, material_gap




Transmitter (Tx) and receiver (Rx) base dimensions and thicknesses




Optional fin parameters (set to zero in this dataset)



2. Simulation Sweep Parameters





tr_re_airgap_start, tr_re_airgap_stop, tr_re_airgap_step




tr_re_displacement_start, tr_re_displacement_stop, tr_re_displacement_step



3. Capacitance Results

Capacitance values are stored as a list of entries, each corresponding to a specific receiver air gap. For each air gap, capacitance is provided as a function of lateral displacement:

{
  "Receiver_air_gap": 5.0,
  "Receiver_plate_lateral_position": [0, 10, 20, ..., 150],
  "Capacitance": [15.58, 15.50, 15.27, ..., 1.24]
}


Capacitance values are expressed in picofarads (pF).



Methods

The data was generated using finite-element electrostatic simulations with parametric sweeps over air gap and lateral displacement. Capacitance was extracted from the simulated electric field and stored for post-processing and analysis.