cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16927199
title: Data underlying Figures 3 and 4 of "Emergence of universality in transport of noisy free fermions"

description: This dataset contains the numerical values underlying Figures 3 and 4 of the article “Emergence of universality in transport of noisy free fermions” (arXiv:2504.00188).

The data are provided as NumPy `.npz` files:- Data_Chi2.npz and Data_Chi3.npz (Figure 3)- Data_CGF.npz (main plot, Figure 4)- Data_J2.npz (inset, Figure 4)

A README.txt file is included with detailed documentation of the file structure and instructions for loading the data in Python.

This repository supports transparency and reproducibility of the results.
DOI: 10.15468/dl.e9prqz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Heteroptera of A. Wróblewski Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032222-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fz8jq5
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032224-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89nacq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Indonesia, Brunei Darussalam, Malaysia, Philippines, Timor-Leste, Singapore, Papua New Guinea)",
 "OccurrenceStatus is Present",
 "TaxonKey is Camchaya"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032223-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16927793
title: SLR_HNC&RV_in_Mediterranean_Marine_Research
DOI: 10.5281/zenodo.16927794
title: SLR_HNC&RV_in_Mediterranean_Marine_Research
DOI: 10.15468/dl.hccy74
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032225-250811113504898/datasets/export for details.
DOI: 10.15468/dl.bgxpc9
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032226-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ga6qs6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Notholebias fractifasciatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032228-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.7916656
title: UAS Data from the Southern Great Plains Intercomparison

description: These data files are from uncrewed aircraft systems operated at the US Department of Energy Southern Great Plains (SGP) facility in April 2021.  These datasets are used to evaluate the performance of UAS in collecting atmospheric measurements.
DOI: 10.5281/zenodo.7916655
title: UAS Data from the Southern Great Plains Intercomparison

description: These data files are from uncrewed aircraft systems operated at the US Department of Energy Southern Great Plains (SGP) facility in April 2021.  These datasets are used to evaluate the performance of UAS in collecting atmospheric measurements.
DOI: 10.5281/zenodo.16927854
title: Scroll, Click, Buy: The Impact of Clickbait and Digital Credibility on TikTok Users' Purchase Intentions
DOI: 10.5281/zenodo.16927853
title: Scroll, Click, Buy: The Impact of Clickbait and Digital Credibility on TikTok Users' Purchase Intentions
DOI: 10.6084/m9.figshare.29967739
title: Asymmetric Evolution of the Yellow River Delta under the Influence of Seasonal Sediment Dynamics: Long-term deposition versus Transient transport

description: The dataset comprises bathymetry-derived sediment accumulation rate in different subregions of the Yellow River Delta, as well as simulated results of hydrodynamic and sediment dynamics near the Yellow River Delta.
DOI: 10.6084/m9.figshare.29967739.v1
title: Asymmetric Evolution of the Yellow River Delta under the Influence of Seasonal Sediment Dynamics: Long-term deposition versus Transient transport

description: The dataset comprises bathymetry-derived sediment accumulation rate in different subregions of the Yellow River Delta, as well as simulated results of hydrodynamic and sediment dynamics near the Yellow River Delta.
DOI: 10.15468/dl.vmedpp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Dendroctonus valens",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032229-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16690046
title: Chirality-induced orbital Edelstein effect in an analytically solvable model

description: Data files for the publication: 

Chirality-induced spin selectivity based on orbital Edelstein effect in an analytically solvable model.

This work was supported by the EIC Pathfinder OPEN Grant No. 101129641 "Orbital Engineering for Innovative Electronics".

Data is provided for two figures. All other results were calculated analytically, as written in the paper:

Physical Review Research 7, 033180 (2025)

DOI: https://doi.org/10.1103/vpjm-ntbh
DOI: 10.5281/zenodo.14828257
title: Chirality-induced orbital Edelstein effect in an analytically solvable model

description: Data files for the publication: 

Chirality-induced spin selectivity based on orbital Edelstein effect in an analytically solvable model.

This work was supported by the EIC Pathfinder OPEN Grant No. 101129641 "Orbital Engineering for Innovative Electronics".

Data is provided for two figures. All other results were calculated analytically, as written in the paper:

Physical Review Research 7, 033180 (2025)

DOI: https://doi.org/10.1103/vpjm-ntbh
DOI: 10.15468/dl.d2ywc9
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Invertebrates Collection at the Natural History Museum of Utah",
 "Country is Croatia"
 ]
}

 The dataset includes 49 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032230-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjme4y
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NHMD Mammalogy Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032231-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/24108
title: Chandra X-ray Observatory ObsId 24108

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.25574/25174
title: Chandra X-ray Observatory ObsId 25174

description: CHANDRA ToO OBSERVATIONS OF NEW SWIFT DEEP GALACTIC PLANE SURVEY (DGPS) SOURCES
DOI: 10.15468/dl.4hqcfd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Diaphorina citri",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032234-250811113504898/datasets/export for details.
DOI: 10.15468/dl.ezmtrk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Dendrolimus sibiricus",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032233-250811113504898/datasets/export for details.
DOI: 10.15468/dl.fza7xs
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Florida State Collection of Arthropods",
 "Country is Croatia"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032232-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29967694
title: LARS: Light Augmented Reality System - Benchmarking Tests Video

description: The benchmarking video demonstrates the performance of LARS as a closed-loop mixed-reality system. Three evaluations are presented: scalability, where up to 399 virtual robots are rendered and tracked; tracking accuracy, measured with 100 real Kilobots under different processing loads (logging only vs. logging plus video recording); and robustness, tested under varying brightness levels and projected visual noise. Together, these results show that LARS remains responsive, accurate, and stable across diverse experimental conditions.
DOI: 10.6084/m9.figshare.29967694.v1
title: LARS: Light Augmented Reality System - Benchmarking Tests Video

description: The benchmarking video demonstrates the performance of LARS as a closed-loop mixed-reality system. Three evaluations are presented: scalability, where up to 399 virtual robots are rendered and tracked; tracking accuracy, measured with 100 real Kilobots under different processing loads (logging only vs. logging plus video recording); and robustness, tested under varying brightness levels and projected visual noise. Together, these results show that LARS remains responsive, accurate, and stable across diverse experimental conditions.
DOI: 10.15468/dl.sy8jvc
title: Occurrence Download

description: A dataset containing 33363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33363 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032235-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uy3yd
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032237-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kqndf
title: Occurrence Download

description: A dataset containing 257332 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tyrannus savana"
 ]
}

 The dataset includes 257332 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032185-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16927762
title: Inventory of ecological restoration projects on the coast of Mecklenburg-Western Pomerania, East German Baltic coast

description: Within the ECAS-Baltic project , we investigated coastal ecological restoration projects on the German Baltic Coast in the State of Mecklenburg- Western Pomerania. The restoration of near natural coastal hydrological regimes, flood plains and habitats, often involving coastal maanged retreat, is currently being performed for a number of conservation purposes (e.g., climate mitigation, habitat protection and restoration) and contribute to a more resilient coast. The articulation of these closely related goals is an interesting avenue for regional planing and coastal zone management, especially where planed measures are polemic and social acceptance fraught with obstacles.

Our goals are:





to produce a comprehensive and systematic inventory of coastal restoration projects involving (plans for) MR,




to describe the projects identified with a focus on decision-making, planing and implementation,




to determine factors that facilitate / hinder their successful implementation, and




to reflect on MR potential for coastal zone management and regional planning.



We developed a methodology to formalize rich, locally situated empirical data from practitioners to draw lessons learnt from past experiences and identify generic strategies towards resilient coastal land management.

Our inventory includes 110 wetland restoration projects (as known up to June 2024), the majority of which (102) are located on agricultural polders on the inner coast of the eastern part of the state. All 110 projects attend conservation goals, such as the restoration of natural coastal processes and coastal habitats, in particular mires, reed beds and salt meadows. Secondary goals include the compensation of the environmental impacts of developments (37), and the optimisation of flood protection (22).

In total, 90 projects involved some form of MR, 16 of which explicitly considered MR as a way to increase coastal resilience and reduce dike maintenance costs. 44 MR projects have either been implemented or are currently being implemented or planned, with the smallest project covering 25 ha and the largest 1.700 ha. 22 out of these 44 MR projects have been carried out to compensate the construction of transport (8), coastal protection (6), energy (6) and industrial (2) infrastructure.

Our detailed inventory at subnational scale demonstrates that MR is far more commonly implemented than currently documented in the literature. It further helps to visualise current geographical patterns of distribution of ecological restoration projects at the coast of Mecklenburg-Western Pomerania and highlights significant potential for further projects, particularly on the coast east of the city of Rostock. With stronger impacts of climate change, increasing sea-levels and subsiding agricultural land (due, among other causes, to the mineralisation of peatlands as a consequence of reclamation), the need for a long-term strategy for the adaptation of agricultural polders becomes imminent.
DOI: 10.5281/zenodo.7736793
title: Inventory of ecological restoration projects on the coast of Mecklenburg-Western Pomerania, East German Baltic coast

description: Within the ECAS-Baltic project , we investigated coastal ecological restoration projects on the German Baltic Coast in the State of Mecklenburg- Western Pomerania. The restoration of near natural coastal hydrological regimes, flood plains and habitats, often involving coastal maanged retreat, is currently being performed for a number of conservation purposes (e.g., climate mitigation, habitat protection and restoration) and contribute to a more resilient coast. The articulation of these closely related goals is an interesting avenue for regional planing and coastal zone management, especially where planed measures are polemic and social acceptance fraught with obstacles.

Our goals are:





to produce a comprehensive and systematic inventory of coastal restoration projects involving (plans for) MR,




to describe the projects identified with a focus on decision-making, planing and implementation,




to determine factors that facilitate / hinder their successful implementation, and




to reflect on MR potential for coastal zone management and regional planning.



We developed a methodology to formalize rich, locally situated empirical data from practitioners to draw lessons learnt from past experiences and identify generic strategies towards resilient coastal land management.

Our inventory includes 110 wetland restoration projects (as known up to June 2024), the majority of which (102) are located on agricultural polders on the inner coast of the eastern part of the state. All 110 projects attend conservation goals, such as the restoration of natural coastal processes and coastal habitats, in particular mires, reed beds and salt meadows. Secondary goals include the compensation of the environmental impacts of developments (37), and the optimisation of flood protection (22).

In total, 90 projects involved some form of MR, 16 of which explicitly considered MR as a way to increase coastal resilience and reduce dike maintenance costs. 44 MR projects have either been implemented or are currently being implemented or planned, with the smallest project covering 25 ha and the largest 1.700 ha. 22 out of these 44 MR projects have been carried out to compensate the construction of transport (8), coastal protection (6), energy (6) and industrial (2) infrastructure.

Our detailed inventory at subnational scale demonstrates that MR is far more commonly implemented than currently documented in the literature. It further helps to visualise current geographical patterns of distribution of ecological restoration projects at the coast of Mecklenburg-Western Pomerania and highlights significant potential for further projects, particularly on the coast east of the city of Rostock. With stronger impacts of climate change, increasing sea-levels and subsiding agricultural land (due, among other causes, to the mineralisation of peatlands as a consequence of reclamation), the need for a long-term strategy for the adaptation of agricultural polders becomes imminent.
DOI: 10.15468/dl.cmnmhw
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor canadensis",
 "Country is Finland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 484 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032236-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/0fyuxa
title: Cynical, but useful? A lay beliefs perspective on cynical leaders’ ability to prevent antisocial behavior at work

description: This data package contains (meta) data, analysis scripts, and relevant documents for the project: “Cynical, but useful? A lay beliefs perspective on cynical leaders’ ability to prevent antisocial behavior at work”. The project investigated whether lay people consider cynicism - the belief that people are driven primarily by self-interest - to be helpful in preventing antisocial behavior in organizations, and whether this results in an increased preference for cynical leaders. Across three studies, participants read descriptions of a cynical (vs. trusting) leader and judged the leader's (perceived) ability to detect, punish, and prevent antisocial behavior (and encourage prosocial behavior) in their subordinates, in a between-subjects design.
DOI: 10.6084/m9.figshare.28001048.v2
title: Dataset of Memory Injection Attacks in IoT MQTT Network

description: This MQTT attack dataset includes memory attack data that was not available in any open MQTT dataset at the time of publication.The data were collected from real attacks and consist of the following files:EvilBufferOverflow.csvRootBufferOverflow.csvPasswordBufferOverflow.csvThe dataset is approximately 174.3 MB and contains over 700K instances. Additionally, three legitimate traffic CSV files are included and should be merged for binary classification.
DOI: 10.6084/m9.figshare.28001048
title: Dataset of Memory Injection Attacks in IoT MQTT Network

description: This MQTT attack dataset includes memory attack data that was not available in any open MQTT dataset at the time of publication.The data were collected from real attacks and consist of the following files:EvilBufferOverflow.csvRootBufferOverflow.csvPasswordBufferOverflow.csvThe dataset is approximately 174.3 MB and contains over 700K instances. Additionally, three legitimate traffic CSV files are included and should be merged for binary classification.
DOI: 10.6084/m9.figshare.28001048.v1
title: Dataset of Memory Injection Attacks in IoT MQTT Networks

description: This MQTT attack dataset includes memory attack data that was not available in any open MQTT dataset at the time of publication. It can be used as an extension to the popular MQTT-IDS-2020 dataset. The data were collected from real attacks and consist of the following files:EvilBufferOverflow.csvRootBufferOverflow.csvPasswordBufferOverflow.csvThe dataset is approximately 174.3 MB and contains over 700K instances. Additionally, three legitimate traffic CSV files are included and should be merged for binary classification.
DOI: 10.15468/dl.gpynmu
title: Occurrence Download

description: A dataset containing 513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lonchorhina"
 ]
}

 The dataset includes 513 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032239-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/4p6f-fatd
title: Oxalate at Pic du Midi

description: Measurement of Oxalate at Pic du Midi
DOI: 10.48597/a5dh-aan2
title: Potassium at Pic du Midi

description: Measurement of Potassium at Pic du Midi