cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14812894
title: Survey Dataset: The User Perspective on Island-Ready 6G Communication

description: This record contains the survey dataset, evaluation R source code, and Python scripts to generate figures and tables of the paper "The User Perspective on Island-Ready 6G Communication: A Survey of Future Smartphone Usage in Crisis-Struck Areas with Local Cellular Connectivity" by Leon Janzen, Florentin Putz, Kolja Straub, Marc-André Kaufhold, and Matthias Hollick in Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems.

Abstract:

Using smartphone apps during crises is well-established, proving critical for efficient crisis response. However, such apps become futile without an Internet connection, which is a common issue during crises. The ongoing 6G standardization explores the capability to provide local cellular connectivity for areas cut off from the Internet in crises. This paper introduces to the HCI community the concept of cellular island connectivity in isolated areas, promising a seamless transition from normal operation to island operation with local-only cellular connectivity. It presents findings from a survey (N = 857) among adult smartphone users from major German cities regarding their smartphone usage preferences in this model. Results show a shift in app demand, with users favoring general-purpose apps over dedicated crisis apps in specific scenarios. We prioritize smartphone services based on their criticality, distinguishing between apps essential for crisis response and those supporting routines. Our findings provide operators, developers, and authorities insights into making user-centric design decisions for implementing island-ready 6G communication.

Dataset:

Our dataset consists of quantitative and qualitative data:- Our pseudonymous quantitative dataset contains the smartphone screentime (Q10), positional voting on daily smartphone app usage in normal and crisis times (Q11, Q13), and use-case-specific app demands during crises (Q12) of 857 participants. We collected control variables (Q14-Q17) for prior crisis experience, experience with cellular/landline Internet outages, activity in relevant emergency forces, and technology affinity.- As qualitative categories, we report open staments for faced technical issues (Q18) and additional comments (Q19).

Analysis source code:

Our R Markdown source code and Python scripts include the full reproducible code of our analysis that we used to generate the figures and tables from our paper. Please refer to the README.md file and our paper for further details about the dataset and the lab study.

Acknowledgments:

This work has been co-funded by the Federal Ministry of Education and Research of Germany in the projects Open6GHub (grant number: 16KISK014) and CYLENCE (grant number: 13N16636), and by the LOEWE initiative (Hesse, Germany) within the emergenCITY center [LOEWE/1/12/519/03/05.001(0016)/72].
DOI: 10.15468/dl.8ytg6u
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((69.58593 47.46533,106.26220 47.46533,106.26220 62.12956,69.58593 62.12956,69.58593 47.46533))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leucorrhinia caudalis (Charpentier, 1840)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016383-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13324111
title: Lab Study Dataset: Fast and Secure Contact Exchange in Groups

description: This record contains the lab study dataset and evaluation R source code from the paper "Sounds Good? Fast and Secure Contact Exchange in Groups" by Florentin Putz, Steffen Haesler, and Matthias Hollick in Proceedings of the ACM on Human-Computer Interaction (CSCW '24).

 

Abstract:

Trustworthy digital communication requires the secure  exchange of contact information, but current approaches lack usability and scalability for larger groups of users. We evaluate the usability of two secure contact exchange systems: the current state of the art, SafeSlinger, and our newly designed protocol, PairSonic, which extends trust from physical encounters to spontaneous online communication. Our lab study (N=45) demonstrates PairSonic's superior usability, automating the tedious verification tasks from previous approaches via an acoustic out-of-band channel. Although participants significantly preferred our system, minimizing user effort surprisingly decreased the perceived security for some users, who associated security with complexity. We discuss user perceptions of the different protocol components and identify remaining usability barriers for CSCW application scenarios.

 

Dataset:

Our pseudonymous dataset contains usability, security, and preference scores, completion times, reported usage of nine types of social and collaborative tools, and seven demographic and control variables, for each of our 45 participants.

 

Analysis source code:

Our R Markdown source code includes the full reproducible code of our analysis. This code generates all statistical figures from our paper. The code can also be used to reproduce our quantitative results and tables.

Please refer to the README.md file and our paper for further details about the dataset and the lab study.

 

Acknowledgments:

This work has been funded by the LOEWE initiative (Hesse, Germany) within the emergenCITY center [LOEWE/1/12/519/03/05.001(0016)/72].
DOI: 10.5281/zenodo.13324112
title: Lab Study Dataset: Fast and Secure Contact Exchange in Groups

description: This record contains the lab study dataset and evaluation R source code from the paper "Sounds Good? Fast and Secure Contact Exchange in Groups" by Florentin Putz, Steffen Haesler, and Matthias Hollick in Proceedings of the ACM on Human-Computer Interaction (CSCW '24).

 

Abstract:

Trustworthy digital communication requires the secure  exchange of contact information, but current approaches lack usability and scalability for larger groups of users. We evaluate the usability of two secure contact exchange systems: the current state of the art, SafeSlinger, and our newly designed protocol, PairSonic, which extends trust from physical encounters to spontaneous online communication. Our lab study (N=45) demonstrates PairSonic's superior usability, automating the tedious verification tasks from previous approaches via an acoustic out-of-band channel. Although participants significantly preferred our system, minimizing user effort surprisingly decreased the perceived security for some users, who associated security with complexity. We discuss user perceptions of the different protocol components and identify remaining usability barriers for CSCW application scenarios.

 

Dataset:

Our pseudonymous dataset contains usability, security, and preference scores, completion times, reported usage of nine types of social and collaborative tools, and seven demographic and control variables, for each of our 45 participants.

 

Analysis source code:

Our R Markdown source code includes the full reproducible code of our analysis. This code generates all statistical figures from our paper. The code can also be used to reproduce our quantitative results and tables.

Please refer to the README.md file and our paper for further details about the dataset and the lab study.

 

Acknowledgments:

This work has been funded by the LOEWE initiative (Hesse, Germany) within the emergenCITY center [LOEWE/1/12/519/03/05.001(0016)/72].
DOI: 10.15468/dl.md74r8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dendrosida parviflora Fryxell)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016385-250127130748423/datasets/export for details.
DOI: 10.15468/dl.mdyzcu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((69.58593 47.46533,106.26220 47.46533,106.26220 62.12956,69.58593 62.12956,69.58593 47.46533))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leucorrhinia caudalis (Charpentier, 1840)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016386-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgzd6g
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrobrachium denticulatum Ostrovski, Da Fonseca & Da Silva-Ferreira, 1996"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016387-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxsqst
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dendrosida sharpiana (Miranda) J.E.Fryxell)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 38 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016388-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqd8kt
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gossypium aridum (Rose & Standl.) Skovst.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 98 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016390-250127130748423/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.28347641
title: LBT Gut Competition Supplemental Data.xlsx

description: Data used to generate supplemental figures for "<b>Gut Competition Dynamics of Live Bacterial Therapeutics Are Shaped by Microbiome Complexity, Diet, and Therapeutic Transgenes"</b>
DOI: 10.6084/m9.figshare.28347641.v1
title: LBT Gut Competition Supplemental Data.xlsx

description: Data used to generate supplemental figures for "<b>Gut Competition Dynamics of Live Bacterial Therapeutics Are Shaped by Microbiome Complexity, Diet, and Therapeutic Transgenes"</b>
DOI: 10.15468/dl.w8kne7
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((80 20,110 20,110 42,80 42,80 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron fastigiatum Franch."
 ]
}

 The dataset includes 201 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016392-250127130748423/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.28354868
title: ORIGINAL_data.sav

description: Responses of (5000) examinees, on a test of (50) items, were generated by WINGEN3 software, developed by (Han & Hambleton, 2007), According to the graded model, with responses (1, 2, 3, 4, 5), the ability and difficulty are normally distributed, while discrimination was distributed with a mean of (1.8) and a standard deviation of (0.5).
DOI: 10.15468/dl.62esb3
title: Occurrence Download

description: A dataset containing 703534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "StateProvince is Pennsylvania",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 703534 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016367-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eafeqp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "GadmGid is RUS.74_1",
 "Geometry POLYGON((-22.84672 29.27233,105.84672 29.27233,105.84672 80.72767,-22.84672 80.72767,-22.84672 29.27233))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leucorrhinia caudalis (Charpentier, 1840)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016393-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h69hha
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gossypium gossypioides (Ulbr.) Standl.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016394-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sej37
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Didelphis marsupialis Linnaeus, 1758",
 "Year 2015-2025"
 ]
}

 The dataset includes 76 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016395-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xckth3
title: Occurrence Download

description: A dataset listing the 395 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad de macroinvertebrados bénticos de la región marina Tijuana-Ensenada Baja California, México"
 ]
}

 The dataset's 395 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016374-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.up4sgw
title: Occurrence Download

description: A dataset containing 1241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gossypium hirsutum L.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 1241 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016396-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14411002
title: Dataset for WDMS binary candidates from Gaia DR3 BP/RP (XP) spectra

description: Using Gaia DR3's low-resolution BP/RP (XP) spectra, we have constructed an extensive catalog of WDMS binaries through a method that is entirely independent of models. Our approach integrates a model-independent neural network for spectral modelling with Gaussian Process Classification to accurately identify WDMS binaries among over 10 million stars within 1 kpc. We have identified ~ 30,000 WDMS binary candidates, including 1,700 high-confidence systems confirmed through spectral fitting. Our technique is highly effective at detecting systems where the main-sequence star dominates the spectrum—cases that have historically challenged conventional, model-dependent detection methods. Validation using GALEX photometry reinforces the reliability of our classifications: 70% of candidates with an absolute magnitude M_G>7 exhibit UV excess, a characteristic signature of white dwarf companions.
DOI: 10.5281/zenodo.14411003
title: Dataset for WDMS binary candidates from Gaia DR3 BP/RP (XP) spectra

description: Using Gaia DR3's low-resolution BP/RP (XP) spectra, we have constructed an extensive catalog of WDMS binaries through a method that is entirely independent of models. Our approach integrates a model-independent neural network for spectral modelling with Gaussian Process Classification to accurately identify WDMS binaries among over 10 million stars within 1 kpc. We have identified ~ 30,000 WDMS binary candidates, including 1,700 high-confidence systems confirmed through spectral fitting. Our technique is highly effective at detecting systems where the main-sequence star dominates the spectrum—cases that have historically challenged conventional, model-dependent detection methods. Validation using GALEX photometry reinforces the reliability of our classifications: 70% of candidates with an absolute magnitude M_G>7 exhibit UV excess, a characteristic signature of white dwarf companions.
DOI: 10.5281/zenodo.14569070
title: Dataset for WDMS binary candidates from Gaia DR3 BP/RP (XP) spectra

description: Using Gaia DR3's low-resolution BP/RP (XP) spectra, we have constructed an extensive catalog of WDMS binaries through a method that is entirely independent of models. Our approach integrates a model-independent neural network for spectral modelling with Gaussian Process Classification to accurately identify WDMS binaries among over 10 million stars within 1 kpc. We have identified ~ 30,000 WDMS binary candidates, including 1,700 high-confidence systems confirmed through spectral fitting. Our technique is highly effective at detecting systems where the main-sequence star dominates the spectrum—cases that have historically challenged conventional, model-dependent detection methods. Validation using GALEX photometry reinforces the reliability of our classifications: 70% of candidates with an absolute magnitude M_G>7 exhibit UV excess, a characteristic signature of white dwarf companions.
DOI: 10.15468/dl.4s2xru
title: Occurrence Download

description: A dataset containing 9347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Culex quinquefasciatus Say, 1823"
 ]
}

 The dataset includes 9347 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016397-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y4bna
title: Occurrence Download

description: A dataset containing 986554732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Year 2005-2025"
 ]
}

 The dataset includes 986554732 records from 2756 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016338-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.35612.62083
title: Deep Learn CNN Custom Dataset (IKFDB) (TensorFlow+ Keras + Python + Spyder)
DOI: 10.13140/rg.2.2.27800.72965
title: RG - Achievement August 9th
DOI: 10.13140/rg.2.2.17354.29122
title: Hasil Survey: Pembelajaran Campuran Jadi Solusi di Masa Pandemi
DOI: 10.15468/dl.wayxv0
title: Occurrence Download

description: A dataset containing 4094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Goodeidae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4094 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005930-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8e4ay
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cunila spicata Benth."
 ]
}

 The dataset includes 268 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154444-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcchvm
title: Occurrence Download

description: A dataset containing 3986885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1981-2023"
 ]
}

 The dataset includes 3986885 records from 2178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154441-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18046954
title: Australian electricity data

description: The data are obtained from publicly available real-time electricity price ($/MWh) and demand (MW) records provided by the Australian Energy Market Operator (AEMO) for five states, including NSW, QLD, SA, VIC, and TAS (https://www.aemo.com.au/). Each dataset spans the period from 00:00 on July 5, 2024 to 23:55 on July 14, 2024, with observations recorded at 5-minute intervals, resulting in a total of 2880 data points.
DOI: 10.5281/zenodo.18046953
title: Australian electricity data

description: The data are obtained from publicly available real-time electricity price ($/MWh) and demand (MW) records provided by the Australian Energy Market Operator (AEMO) for five states, including NSW, QLD, SA, VIC, and TAS (https://www.aemo.com.au/). Each dataset spans the period from 00:00 on July 5, 2024 to 23:55 on July 14, 2024, with observations recorded at 5-minute intervals, resulting in a total of 2880 data points.
DOI: 10.15468/8q9kuf
title: Two new species of Illidops Mason (Hymenoptera: Braconidae, Microgastrinae) from Turkmenia, Kazakhstan and Russia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kotenko, A. G. (2004): Two new species of Illidops Mason (Hymenoptera: Braconidae, Microgastrinae) from Turkmenia, Kazakhstan and Russia. Proceedings of the Russian Entomological Society 75 (1): 118-121, DOI: 10.5281/zenodo.6767134Abstract. Two new species Illidops vitobiasi sp. n. from Turkmenia and I. urgens sp. n. from Kazakhstan and Russia are desсribed. I. vitobiasi sp. n. is similar to I. electilis Tobias but differs in the eyes more convergent below, the sculpture of propodeum coarser, the first metasomal tergite wide and short, and the ovipositor shorter. I. urgens is similar to I. urgo Nixon but differs in the sculpture of scutum and scutellum, the dark legs, the long and narrow first metasomal tergite.