cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sq2w3x
title: Occurrence Download

description: A dataset containing 82074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene nutans L., Silene nutans L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 82074 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253080-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112037660
title: Cuneiform Tablet 1913.14.1689, Spurlock 1913.14.1689

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1689; CDLI P421540 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Yellowish Pink (5YR 8.5/3) Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 5.4 x 3.4 x 2.1 cm (38 g)
DOI: 10.15468/dl.kqmw8z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terrimicrobia",
 "HasCoordinate is true",
 "Country is one of (Czechia)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221011-210914110416597/datasets/export for details.
DOI: 10.15468/dl.rsuyp6
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limia grossidens Rivas, 1980"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324444-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mshvt
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pentalepis trichodesmoides F.Muell."
 ]
}

 The dataset includes 193 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043398-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112037575
title: Cuneiform Tablet 1913.14.1689, Spurlock 1913.14.1689

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1689; CDLI P421540 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Yellowish Pink (5YR 8.5/3) Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 5.4 x 3.4 x 2.1 cm (38 g)
DOI: 10.15468/dl.3m2rt9
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Chinese Taipei"
 ]
 },
 "TaxonKey is Ormosia sericeolucida H.Y.Chen"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252756-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrmykg
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spirochaetia",
 "HasCoordinate is true",
 "Country is one of (Czechia)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221003-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112017503
title: Cuneiform Tablet 1913.14.0227, Spurlock 1913.14.0227

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0227; CDLI P420609 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.6 x 3.3 x 2 cm (29g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.mks2hb
title: Occurrence Download

description: A dataset containing 6628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rodentia",
 "Country is Nigeria"
 ]
}

 The dataset includes 6628 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021410-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uug85h
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phylacium Benn."
 ]
}

 The dataset includes 394 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0354434-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5tvnu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplosporea",
 "HasCoordinate is true",
 "Country is one of (Czechia)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221068-210914110416597/datasets/export for details.
DOI: 10.15468/dl.ntubaa
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Narcissus broussonetii Lag."
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252726-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112017504
title: Cuneiform Tablet 1913.14.0227, Spurlock 1913.14.0227

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0227; CDLI P420609 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3.6 x 3.3 x 2 cm (29g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.mgt7kt
title: Occurrence Download

description: A dataset containing 1966 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cricetomys gambianus Waterhouse, 1840"
 ]
}

 The dataset includes 1966 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0354420-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18505512
title: Dataset for Neuro-Symbolic Cross-Chain Bridge Attack Detection

description: This dataset contains transaction logs from simulated cross-chain bridge environments, including normal traffic and adversarial attacks (infinite mint, fake deposit). Used for research in Neuro-Symbolic defense mechanisms.
DOI: 10.5281/zenodo.18505513
title: Dataset for Neuro-Symbolic Cross-Chain Bridge Attack Detection

description: This dataset contains transaction logs from simulated cross-chain bridge environments, including normal traffic and adversarial attacks (infinite mint, fake deposit). Used for research in Neuro-Symbolic defense mechanisms.
DOI: 10.5281/zenodo.18506212
title: Robotic-Assisted Bronchoscopy Combined with C-Arm Based Computed Tomography for Pulmonary Nodule Characterization: A Single-Center Experience
DOI: 10.5281/zenodo.18506211
title: Robotic-Assisted Bronchoscopy Combined with C-Arm Based Computed Tomography for Pulmonary Nodule Characterization: A Single-Center Experience
DOI: 10.5287/ora-g29ybxgq7
title: Dataset for Controlled polymerization catalysis for the synthesis of degradable amphiphilic polycarbonates from CO2

description: Data supporting the experiments described in the above manuscript.
DOI: 10.15468/dl.hzjsw6
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Bubo bubo",
 "Year is 2022"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016495-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmeeev
title: Occurrence Download

description: A dataset listing the 467791 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset's 467791 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016485-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeeae9
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macropidia fuliginosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 111 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016496-260129131611470/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.31281826
title: Raw data

description: bacteria biofilms, soil water vapor sorption
DOI: 10.6084/m9.figshare.31281826.v1
title: Raw data

description: bacteria biofilms, soil water vapor sorption
DOI: 10.57899/304b-9305
title: Swift Sustainability through large-scale Music Events? – Measuring the Importance of Sustainability and Social Participation for Members of Gen Z and others based on Taylor Swift Concerts in Gelsenkirchen, Germany

description: Large-scale music events increasingly serve as important drivers of event tourism and urban visibility while also raising expectations regarding sustainability and social responsibility. This study explores how attendees of Taylor Swift’s The Eras Tour concerts in Gelsenkirchen, Germany, perceived sustainability-related measures, social participation, and destination-related impacts. Drawing on a large-scale quantitative survey of concert visitors (N = 8,816), the analysis focuses on general patterns of attitudes and perceptions. The findings indicate broad support for sustainability principles among attendees and a generally positive evaluation of the host city as part of the event experience. However, perceptions of sustainability measures and their relevance varied only moderately across different audience segments, suggesting that sustainability is widely accepted but not a primary differentiating factor in the overall event experience. Overall, the study underscores the role of mega music events as multifaceted tourism phenomena that combine cultural experience, feeling of social affiliation, and sustainability considerations, but also shows the limited access to such events, most specifically because of ticket availability and pricing. The results offer practical implications for event organizers and destination managers seeking to balance visitor experience, sustainability ambitions, and realistic behavioral impacts.
description: The project was part of a bachelor thesis and investigated the perception of concertgoers regarding sustainability behavior and measures as part of three Taylor Swift concerts in Gelsenkirchen, Germany. The underlying research question is: Which sustainability aspects were perceived by attendees of the Taylor Swift concerts in Gelsenkirchen and to what extent did they contribute to the implementation of corresponding measures themselves? The data was collected using the software LimeSurvey and is based on a survey regarding individual behavior around the concert, e.g. travel, accommodation or other expenditure. Using 4-point likert scales, participants also had to state their agreement to certain items regarding social aspects, e.g. feeling of security, or sustainable measures implemented during the shows. The data was analyzed using SPSS.
DOI: 10.5281/zenodo.18506456
title: EDUCATIONAL SIGNIFICANCE OF PLAY ACTIVITY IN PRESCHOOL EDUCATION

description: The successful implementation of educational work in preschool educational organizations depends on the correct organization of each type of activity of the pedagogical process in preschool educational organizations. The use of modern interactive methods, the game, which is considered the most interesting and acceptable form for the child, gives effective results in the effective organization of educational work. The game is a manifestation of the human personality, a way of its improvement. Since the game occupies a certain place in the life of adults, it is of particular importance for children. It is customary to call it the "companion of childhood". It constitutes the main content of the life of preschool children. Inextricably linked with labor and education, it manifests itself as a leading activity. Most serious work that a child is engaged in takes the form of a game. In the game, all existing aspects of the personality come into play: the child moves, speaks, perceives, thinks. The game is manifested as an important means of upbringing.
DOI: 10.5281/zenodo.18506455
title: EDUCATIONAL SIGNIFICANCE OF PLAY ACTIVITY IN PRESCHOOL EDUCATION

description: The successful implementation of educational work in preschool educational organizations depends on the correct organization of each type of activity of the pedagogical process in preschool educational organizations. The use of modern interactive methods, the game, which is considered the most interesting and acceptable form for the child, gives effective results in the effective organization of educational work. The game is a manifestation of the human personality, a way of its improvement. Since the game occupies a certain place in the life of adults, it is of particular importance for children. It is customary to call it the "companion of childhood". It constitutes the main content of the life of preschool children. Inextricably linked with labor and education, it manifests itself as a leading activity. Most serious work that a child is engaged in takes the form of a game. In the game, all existing aspects of the personality come into play: the child moves, speaks, perceives, thinks. The game is manifested as an important means of upbringing.
DOI: 10.6084/m9.figshare.30879479
title: Supplementary data for Quantifying cumulative heat effects on heat-related mortality using MODIS land surface temperature data

description: This document provides the data used in the paper “Quantifying Cumulative Heat Effects on Heat-Related Mortality Using MODIS Surface Temperature Data.” This database includes Eurostat all-cause mortality data (by age and sex, folder “Weekly All-Cause Mortality Data”), weekly MODIS maximum land surface temperature data (day and night, folder “MODIS LST”), and weekly ERA5 maximum land temperature data (day and night, folder “ERA5-Land Temperature”) covering 122 European cities.Additionally, a complete random forest modeling workflow (implemented in R) is provided, encompassing feature generation, PAT optimization, hyperparameter tuning, and cross-validation processes.
DOI: 10.6084/m9.figshare.30879479.v1
title: Supplementary data for Quantifying cumulative heat effects on heat-related mortality using MODIS land surface temperature data

description: 本文提供了论文《利用MODIS地表温度数据量化累计热效应对热相关死亡率的量化》中的数据。该数据库包含欧洲统计局的全因死亡率数据（包括不同年龄和性别，文件夹“每周全因死亡数据”）、每周MODIS最高地表温度数据（包括白天和夜间，文件夹“MODIS LST”）以及每周ERA5最大陆地温度数据（包括白天和夜间，文件夹“ERA5-陆地温度”），涵盖欧洲122个城市。
DOI: 10.6084/m9.figshare.30879479.v2
title: Supplementary data for Quantifying cumulative heat effects on heat-related mortality using MODIS land surface temperature data

description: This document provides the data used in the paper “Quantifying Cumulative Heat Effects on Heat-Related Mortality Using MODIS Surface Temperature Data.” This database includes Eurostat all-cause mortality data (by age and sex, folder “Weekly All-Cause Mortality Data”), weekly MODIS maximum land surface temperature data (day and night, folder “MODIS LST”), and weekly ERA5 maximum land temperature data (day and night, folder “ERA5-Land Temperature”) covering 122 European cities.Additionally, a complete random forest modeling workflow (implemented in R) is provided, encompassing feature generation, PAT optimization, hyperparameter tuning, and cross-validation processes.
DOI: 10.15468/dl.2ufm95
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vigna adenantha"
 ]
}

 The dataset includes 71 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016498-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aj3wju
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phlebocarya filifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 99 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016500-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gnrzm
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.35289 -23.11812,-8.97722 -23.11812,-8.97722 15.06564,-104.35289 15.06564,-104.35289 -23.11812))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anilius scytale"
 ]
}

 The dataset includes 409 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016499-260129131611470/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.31281748
title: Figure source data of Z-Calling manuscript

description: The natural occurrence of 2,6-diaminopurine (Z) as a substitute for adenine (A) in certain bacteriophage genomes has profound evolutionary implications and promising biotechnological potential. Progress in this field, however, has been stymied by the absence of reliable methods to detect dZ-DNA, particularly in mixed samples, and to distinguish A from Z at the single-nucleotide level. Here, we introduce Z-Calling, a machine learning-based tool designed to identify dZ-DNA and discriminate A/Z bases directly from PacBio Circular Consensus Sequencing (CCS) reads without additional processing. By analyzing sequence context-dependent kinetic signal changes induced by Z/A substitution, Z-Calling achieves exceptional sensitivity, reliably detecting dZ-DNA even in samples with as little as ~1% dZ-DNA content. Its A/Z base-calling module demonstrates robust performance, with AUC scores of 0.942–0.952 across diverse DNA sequence contexts. Z-Calling represents a significant advancement in accessible and accurate dZ-DNA sequencing, paving the way for its broader application in biotechnology. Z-Calling is freely available at https://github.com/xiaochuanle/Z-Calling . And this repository contains the Figure source data.
DOI: 10.6084/m9.figshare.31281748.v1
title: Figure source data of Z-Calling manuscript

description: The natural occurrence of 2,6-diaminopurine (Z) as a substitute for adenine (A) in certain bacteriophage genomes has profound evolutionary implications and promising biotechnological potential. Progress in this field, however, has been stymied by the absence of reliable methods to detect dZ-DNA, particularly in mixed samples, and to distinguish A from Z at the single-nucleotide level. Here, we introduce Z-Calling, a machine learning-based tool designed to identify dZ-DNA and discriminate A/Z bases directly from PacBio Circular Consensus Sequencing (CCS) reads without additional processing. By analyzing sequence context-dependent kinetic signal changes induced by Z/A substitution, Z-Calling achieves exceptional sensitivity, reliably detecting dZ-DNA even in samples with as little as ~1% dZ-DNA content. Its A/Z base-calling module demonstrates robust performance, with AUC scores of 0.942–0.952 across diverse DNA sequence contexts. Z-Calling represents a significant advancement in accessible and accurate dZ-DNA sequencing, paving the way for its broader application in biotechnology. Z-Calling is freely available at https://github.com/xiaochuanle/Z-Calling . And this repository contains the Figure source data.
DOI: 10.7910/dvn/yney6g
title: India's Electoral Rolls (2024-25) & Deleted Voter Records (SIR Draft, 2025-26)

description: &lt;p&gt;
 This repository hosts India's Electoral Rolls from 2024 & 2025 as well as deleted voters' records from the Special Intensive Revision (SIR Draft List 2025-26) exercise in parsed, analyzable formats. 
&lt;/p&gt;

&lt;p&gt;
 To access this dataset, please fill out this 
 &lt;a href="https://forms.gle/nsZqvkBTYyzyRmm66" target="_blank"&gt;Google Form&lt;/a&gt;. 
&lt;/p&gt;

&lt;p&gt;
 For documentation (including the codebook), see my &lt;a href="https://github.com/sharik19/India-Electoral-Rolls" target="_blank"&gt;Github. &lt;/a&gt;
&lt;/p&gt;

&lt;p&gt;
 You will need an IRB approval or a communication of exemption from the IRB from your institution. It should include the following details:
&lt;/p&gt;

&lt;ol&gt;
 &lt;li&gt;Purpose of using the dataset&lt;/li&gt;
 &lt;li&gt;Data protection standards that you will follow&lt;/li&gt;
 &lt;li&gt;List of persons who will access the dataset&lt;/li&gt;
 &lt;li&gt;Confirmation that identifying information will not be shared or presented&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;
 If you're not at a university and do not have an IRB, I will need a similar affirmation from you for reasons of data privacy and research ethics.
&lt;/p&gt;