cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gqgj4u
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alchemilla velebitica Borbás ex Janch.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 742 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000465-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6zmng65ynh.1
title: Multi-omics profiling reveals key microbial and metabolic variations in ischemic stroke: Insights into gut and oral microbiota

description: Detailed demographic information, along with blood and biochemical indicators, NIHSS scores, and oral characteristics
DOI: 10.15468/dl.h23wfc
title: Occurrence Download

description: A dataset containing 61447 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parkinsonia aculeata L."
 ]
}

 The dataset includes 61447 records from 504 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000462-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpp3pj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is SH1048761.09FU",
 "TaxonKey is SH1317510.09FU",
 "TaxonKey is SH1111669.09FU",
 "TaxonKey is SH0969972.09FU",
 "TaxonKey is SH1120053.09FU",
 "TaxonKey is SH1180517.09FU",
 "TaxonKey is SH0916176.09FU",
 "TaxonKey is SH1238450.09FU",
 "TaxonKey is SH1088262.09FU",
 "TaxonKey is SH1018880.09FU",
 "TaxonKey is SH1043315.09FU",
 "TaxonKey is SH1096419.09FU"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001019-250221090833381/datasets/export for details.
DOI: 10.5281/zenodo.14909134
title: Dataset STACK attitudes - Biotechnology vs. Engineering Students
DOI: 10.5281/zenodo.14909135
title: Dataset STACK attitudes - Biotechnology vs. Engineering Students
DOI: 10.5281/zenodo.14909088
title: Exploration of the electron density along the tunneling pathways - W6 prism (pathway1)
DOI: 10.5281/zenodo.14909089
title: Exploration of the electron density along the tunneling pathways - W6 prism (pathway1)
DOI: 10.5281/zenodo.14909098
title: Draft February 22, 2025 (v1) Dataset Open Exploration of the electron density along the tunneling pathways - W6 prism (pathway2)
DOI: 10.5281/zenodo.14909099
title: Draft February 22, 2025 (v1) Dataset Open Exploration of the electron density along the tunneling pathways - W6 prism (pathway2)
DOI: 10.15468/dl.52q36v
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Meise Botanic Garden Herbarium (BR)",
 "TaxonKey is Parkia bicolor A.Chev."
 ]
}

 The dataset includes 118 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001020-250221090833381/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.28463525
title: List of best-fit substitution models for the alignments of eight aquatic beetle families used in phylogenetic tree reconstruction.

description: <b>High altitudes as reservoirs of unique genetic diversity: a case study on aquatic beetles in glacial lakes of Tatra Mountains</b>Patrik Macko<sup>1</sup>, Fedor Čiampor Jr<sup>2</sup>, Michaela Šamulková<sup>1,2</sup>,<sup> </sup>Ondrej Vargovčík<sup>1</sup>, Kornélia Tuhrinová<sup>1,2</sup>, Zuzana Čiamporová-Zaťovičová<sup>1,2</sup><sup>1</sup>Department of Ecology, Faculty of Natural Sciences, Comenius University in Bratislava, Slovak Republic<sup>2</sup>ZooLab, Department of Biodiversity and Ecology, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Slovak Republic
DOI: 10.6084/m9.figshare.28463525.v1
title: List of best-fit substitution models for the alignments of eight aquatic beetle families used in phylogenetic tree reconstruction.

description: <b>High altitudes as reservoirs of unique genetic diversity: a case study on aquatic beetles in glacial lakes of Tatra Mountains</b>Patrik Macko<sup>1</sup>, Fedor Čiampor Jr<sup>2</sup>, Michaela Šamulková<sup>1,2</sup>,<sup> </sup>Ondrej Vargovčík<sup>1</sup>, Kornélia Tuhrinová<sup>1,2</sup>, Zuzana Čiamporová-Zaťovičová<sup>1,2</sup><sup>1</sup>Department of Ecology, Faculty of Natural Sciences, Comenius University in Bratislava, Slovak Republic<sup>2</sup>ZooLab, Department of Biodiversity and Ecology, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Slovak Republic
DOI: 10.15468/dl.qf8emd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is SH1048761.09FU",
 "TaxonKey is SH1317510.09FU",
 "TaxonKey is SH1111669.09FU",
 "TaxonKey is SH0969972.09FU",
 "TaxonKey is SH1120053.09FU",
 "TaxonKey is SH1180517.09FU",
 "TaxonKey is SH0916176.09FU",
 "TaxonKey is SH1238450.09FU",
 "TaxonKey is SH1088262.09FU",
 "TaxonKey is SH1018880.09FU",
 "TaxonKey is SH1043315.09FU",
 "TaxonKey is SH1096419.09FU"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001021-250221090833381/datasets/export for details.
DOI: 10.6084/m9.figshare.28179359
title: TGM6, a helminth secretory product, mimics TGF-β binding to TGFBRII to antagonize signaling in fibroblasts

description: This is the raw NMR and ITC data accompanying for both the main and supplement figures of White, et al, TGM6, a helminth secretory product, mimics TGF-β binding to TGFBR2 to antagonize signaling in fibroblasts.
DOI: 10.6084/m9.figshare.28179359.v1
title: TGM6, a helminth secretory product, mimics TGF-β binding to TGFBRII to antagonize signaling in fibroblasts

description: This is the raw NMR and ITC data accompanying for both the main and supplement figures of White, et al, TGM6, a helminth secretory product, mimics TGF-β binding to TGFBR2 to antagonize signaling in fibroblasts.
DOI: 10.6084/m9.figshare.26401150
title: Raw Data For Manuscript

description: Raw data for SNOM and STM figures and analysis in the paper.
DOI: 10.6084/m9.figshare.26401150.v1
title: Raw Data For Manuscript

description: Raw data for SNOM and STM figures and analysis in the paper.
DOI: 10.6084/m9.figshare.26128828
title: Targeted delivery of TGF-β mRNA to lung parenchyma using one-component ionizable amphiphilic Janus Dendrimers.

description: Data includes pathology report and raw ESI-TOF data.
DOI: 10.6084/m9.figshare.26128828.v1
title: Targeted delivery of TGF-β mRNA to lung parenchyma using one-component ionizable amphiphilic Janus Dendrimers.

description: Data includes pathology report and raw ESI-TOF data.
DOI: 10.15468/dl.2g8xhr
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Croatia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clanga clanga (Pallas, 1811)"
 ]
}

 The dataset includes 50 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001022-250221090833381/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.26015233
title: Source Data

description: The simulated sea surface temperature and subsurface sea temperature in the western equatorial Pacific over the past 800,000 years by using LOVECLIM1.3
DOI: 10.6084/m9.figshare.26015233.v1
title: Source Data

description: The simulated sea surface temperature and subsurface sea temperature in the western equatorial Pacific over the past 800,000 years by using LOVECLIM1.3
DOI: 10.6084/m9.figshare.28264589
title: Sub-femtomolar drug monitoring via co-calibration mechanism with nanoconfined DNA probes

description: Utilizing multiple DNA probes leverages the combined specificity advantages of each probe. By modifying a nanoconfined biosensor (NCBS) with dual-DNA probes, a co-calibration strategy for both the target substance (cathinone) and pH was developed, enabling ultra-sensitive quantitative detection of cathinone in artificial sweat. This work highlights the enhanced performance of multifunctional DNA probes and nanochannels, demonstrating broader applicability in complex environments.
DOI: 10.6084/m9.figshare.28264589.v1
title: Sub-femtomolar drug monitoring via co-calibration mechanism with nanoconfined DNA probes

description: Utilizing multiple DNA probes leverages the combined specificity advantages of each probe. By modifying a nanoconfined biosensor (NCBS) with dual-DNA probes, a co-calibration strategy for both the target substance (cathinone) and pH was developed, enabling ultra-sensitive quantitative detection of cathinone in artificial sweat. This work highlights the enhanced performance of multifunctional DNA probes and nanochannels, demonstrating broader applicability in complex environments.
DOI: 10.6084/m9.figshare.27987644.v1
title: Acoustic Data Collection in Arctic Environments During the Midnight Sun Using Multi-Channel SoundSHROOMs

description: We present an audio dataset from Longyearbyen, Svalbard, collected during the Arctic summer of 2023 using custom-developed Sensor-equipped Habitat Recorders for Outdoor Omnidirectional Monitoring (SoundSHROOMs) units. These devices employ ten spatially-separated, high-resolution microphones to provide 360° monitoring over 6 days across 9 locations.

Our study aimed to assess the deployment process of SoundSHROOMs in Arctic conditions, collect multi-channel acoustic data for spatial audio applications, and to evaluate various microphone windshields under realistic wind loading. The resulting multi-channel synchronized microphone data capture a wealth of bioacoustic information from vocalizing animals, particularly bird species. The dataset offers valuable insights into the presence, abundance, and behavior of avian populations in Svalbard, demonstrating the effectiveness of bioacoustic monitoring in remote and challenging environments.
DOI: 10.6084/m9.figshare.27130299
title: Lower limb motor imagery EEG dataset based on the multi-paradigm and longitudinal-training of stroke patients

description: In this dataset, we collected EEG data from 27 stroke recovery patients, with disease durations ranging from 1 to 12 months. The participants included 23 males and 4 females, aged between 33 and 68 years. Among the patients, 18 had right hemiplegia, and 9 had left hemiplegia. 
There are five distinct experiments: the initial assessment with a conventional paradigm prompted by text (Pre), initial assessment with an invariable electrical stimulation paradigm (IES), initial assessment with a gait-phase-encoded sequential sensory electrical stimulation paradigm (SES), post-treatment assessment with a conventional paradigm (Post), and follow-up assessment with a conventional paradigm (Follow). Each experiment comprised two tasks: gait MI and a idle-state task, where participants were instructed to focus on kinesthetic motor imagery to perform the gait MI task.
Each trial lasted approximately 12 seconds. At the beginning of each trial (t = 0s), a fixation cross appeared on the screen, where MI tasks were labeled as "1" and idle tasks as "7." At t = 3s, the task text prompt was displayed, where MI tasks were labeled as "2" and idle tasks as "8." At t = 4s, participants started MI or idle task for 5 seconds. No stimulation was applied in the conventional tasks. the IES tasks received a constant sensory electrical stimulation, while the SES tasks received a gait-phase-encoded sequential sensory electrical stimulation. During the MI phase, the labels "3" to "6" were used sequentially according to the gait phase. For the idle tasks, the resting-state phase labeled sequentially as "9" to "12." In each paradigm, participants performed 10 trials each of gait MI and resting tasks in one run, presented in a randomized order.
DOI: 10.6084/m9.figshare.28045148
title: A comprehensive dataset of germinoma on MRI/CT with clinical and radiomic data

description: In total, 1688 different features were extracted for T2WI, FLAIR, T1WI, DWI, T1WI_CE, and CT respectively for each patient. This feature dataset included shape descriptors. The intensity features included simple first-order statistics and those derived from the gray-level co-occurrence matrix (GLCM), gray-level run-length matrix (GLRLM), gray-level size-zone matrix (GLSZM,), neigh-boring gray-tone difference matrix (NGTDM), and gray-level dependence matrix (GLDM).
DOI: 10.6084/m9.figshare.21863292
title: Astronomical Image Denoising by Self-Supervised Deep Learning and Restoration Processes

description: This compressed file contains the training data and denoising data of the HMI-LOS magnetograms, HST galaxy images and synthetic images involved in sections 2.1 (Denoising and evaluation on HMI magnetograms), 2.2 (Scientific application to Hubble images) and Appendix C (Test on synthetic images) Please understand the data by reading the manuscript.
DOI: 10.21227/m0qj-h307
title: Stroke Prognosis Dataset Taizhou and Fuyong

description: The Fuyong dataset records 134 stroke patients who received treatment in the Shenzhen Fuyong People's Hospital between March 1, 2022, and September 31, 2024. Besides, medical records of 435 stroke patients treated in the Affiliated Taizhou People's Hospital of Nanjing Medical University between January 1, 2020, and December 31, 2023, are included in the Taizhou dataset. These two datasets use the pre- and post-thrombolysis of the NIHSS scores as a metric for evaluating the immediate efficacy of the thrombolytic intervention. A decrease of 4 or more points in the NIHSS score after thrombolysis is considered a positive outcome, indicating an effective prognosis, while a decrease of fewer than 4 points is regarded as a negative outcome, indicating a poor prognosis.
DOI: 10.6084/m9.figshare.27110047
title: Metallaphotoredox-catalyzed alkynylcarboxylation of alkenes with CO2 and alkynes for expedient access to β-alkynyl acids

description: Carboxylation with CO2 offers an attractive and sustainable access to valuable carboxylic acids. Among these methods, direct C−H carboxylation of terminal alkynes with CO2 has attracted much attention for one-carbon homologation of alkynes, enabling rapid synthesis of propiolic acids. In contrast, the multi-carbons homologation of alkynes with CO2 to construct important non-conjugated alkynyl-containing acids has not been reported. Herein, we present the first alkynylcarboxylation of alkenes with CO2 via photoredox and copper dual catalysis. This protocol provides a direct and practical method to form valuable non-conjugated alkynyl acids from readily available alkynes, alkenes and CO2. Additionally, this approach also features mild (room temperature, 1 atm of CO2) and redox-neutral conditions, high atom and step economy, good functional group tolerance, and high selectivities. Moreover, diverse transformations of the β-alkynyl acid products and the rapid synthesis of bioactive molecule (GPR40/FFA1 agonist) further illustrate the synthetic utility of this methodology.
DOI: 10.6084/m9.figshare.27110047.v1
title: Metallaphotoredox-catalyzed alkynylcarboxylation of alkenes with CO2 and alkynes for expedient access to β-alkynyl acids

description: Carboxylation with CO2 offers an attractive and sustainable access to valuable carboxylic acids. Among these methods, direct C−H carboxylation of terminal alkynes with CO2 has attracted much attention for one-carbon homologation of alkynes, enabling rapid synthesis of propiolic acids. In contrast, the multi-carbons homologation of alkynes with CO2 to construct important non-conjugated alkynyl-containing acids has not been reported. Herein, we present the first alkynylcarboxylation of alkenes with CO2 via photoredox and copper dual catalysis. This protocol provides a direct and practical method to form valuable non-conjugated alkynyl acids from readily available alkynes, alkenes and CO2. Additionally, this approach also features mild (room temperature, 1 atm of CO2) and redox-neutral conditions, high atom and step economy, good functional group tolerance, and high selectivities. Moreover, diverse transformations of the β-alkynyl acid products and the rapid synthesis of bioactive molecule (GPR40/FFA1 agonist) further illustrate the synthetic utility of this methodology.
DOI: 10.6084/m9.figshare.28463501
title: <b>Relative deprivation</b>

description: 调查相对剥夺对公众对环境保护支持的影响。
DOI: 10.5281/zenodo.13474745
title: Phishing validation emails dataset

description: Description:This dataset contains a collection of 2,000 emails, specifically curated for the purpose of validating machine learning models designed to differentiate between safe emails and phishing attempts. The dataset is a mix of real-world email samples and artificially generated emails, ensuring a comprehensive reflection of realistic email scenarios.

Each entry in the dataset includes the full text of an email and a corresponding label that categorizes the email as either 'Safe Email' or 'Phishing Email.' This dataset is intended for use in validating the performance of models after they have been trained, providing a crucial step in ensuring the model's accuracy and reliability before deployment.

Dataset Structure:



Total Emails: 2,000

Email Types:



Safe Emails

Phishing Emails



Attributes:



Full text of the email

Label indicating whether the email is safe or phishing




Example Entries:



Email Text: "Dear Jordan, your subscription has been succes..."



Email Type: Safe Email



Email Text: "Congratulations! You've won a $3000 gift card...."



Email Type: Phishing Email

 




Acknowledgments

The authors would like to thank Sofia Tech Park and the Artificial intelligence and CAD systems laboratory for their assistance and support in conducting this research.
DOI: 10.5281/zenodo.13474746
title: Phishing validation emails dataset

description: Description:This dataset contains a collection of 2,000 emails, specifically curated for the purpose of validating machine learning models designed to differentiate between safe emails and phishing attempts. The dataset is a mix of real-world email samples and artificially generated emails, ensuring a comprehensive reflection of realistic email scenarios.

Each entry in the dataset includes the full text of an email and a corresponding label that categorizes the email as either 'Safe Email' or 'Phishing Email.' This dataset is intended for use in validating the performance of models after they have been trained, providing a crucial step in ensuring the model's accuracy and reliability before deployment.

Dataset Structure:



Total Emails: 2,000

Email Types:



Safe Emails

Phishing Emails



Attributes:



Full text of the email

Label indicating whether the email is safe or phishing




Example Entries:



Email Text: "Dear Jordan, your subscription has been succes..."



Email Type: Safe Email



Email Text: "Congratulations! You've won a $3000 gift card...."



Email Type: Phishing Email

 




Acknowledgments

The authors would like to thank Sofia Tech Park and the Artificial intelligence and CAD systems laboratory for their assistance and support in conducting this research.
DOI: 10.6084/m9.figshare.28457270.v1
title: Mean sequence divergence (<i>p-</i>distance) within species, genera and family.

description: <b>High altitudes as reservoirs of unique genetic diversity: a case study on aquatic beetles in glacial lakes of Tatra Mountains</b>Patrik Macko<sup>1</sup>, Fedor Čiampor Jr<sup>2</sup>, Michaela Šamulková<sup>1,2</sup>,<sup> </sup>Ondrej Vargovčík<sup>1</sup>, Kornélia Tuhrinová<sup>1,2</sup>, Zuzana Čiamporová-Zaťovičová<sup>1,2</sup><sup>1</sup>Department of Ecology, Faculty of Natural Sciences, Comenius University in Bratislava, Slovak Republic<sup>2</sup>ZooLab, Department of Biodiversity and Ecology, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Slovak Republic<br>
DOI: 10.6084/m9.figshare.28457270
title: Mean sequence divergence (<i>p-</i>distance) within species, genera and family.

description: <b>High altitudes as reservoirs of unique genetic diversity: a case study on aquatic beetles in glacial lakes of Tatra Mountains</b>Patrik Macko<sup>1</sup>, Fedor Čiampor Jr<sup>2</sup>, Michaela Šamulková<sup>1,2</sup>,<sup> </sup>Ondrej Vargovčík<sup>1</sup>, Kornélia Tuhrinová<sup>1,2</sup>, Zuzana Čiamporová-Zaťovičová<sup>1,2</sup><sup>1</sup>Department of Ecology, Faculty of Natural Sciences, Comenius University in Bratislava, Slovak Republic<sup>2</sup>ZooLab, Department of Biodiversity and Ecology, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Slovak Republic<br>
DOI: 10.15468/dl.ajecf9
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence, Material sample)",
 "Country is China",
 "TaxonKey is Ginkgo biloba L."
 ]
}

 The dataset includes 116 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001023-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyyecm
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is SH1048761.09FU",
 "TaxonKey is SH1317510.09FU",
 "TaxonKey is SH1111669.09FU",
 "TaxonKey is SH0969972.09FU",
 "TaxonKey is SH1120053.09FU",
 "TaxonKey is SH1180517.09FU",
 "TaxonKey is SH0916176.09FU",
 "TaxonKey is SH1238450.09FU",
 "TaxonKey is SH1088262.09FU",
 "TaxonKey is SH1018880.09FU",
 "TaxonKey is SH1043315.09FU",
 "TaxonKey is SH1096419.09FU"
 ]
}

 The dataset includes 63 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001025-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqgtxy
title: Occurrence Download

description: A dataset containing 74416 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.2171 34.06522,-118.15832 34.06522,-118.15832 34.11847,-118.2171 34.11847,-118.2171 34.06522))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 74416 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001024-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14909183
title: Exploration of the electron density along the normal modes of the selected water clusters (increased sampling) - W6 prism (part4)
DOI: 10.5281/zenodo.14909184
title: Exploration of the electron density along the normal modes of the selected water clusters (increased sampling) - W6 prism (part4)
DOI: 10.6084/m9.figshare.28463543
title: List of localities with the occurrence of aquatic beetles in the Tatra Mts recorded in this study.

description: <b>High altitudes as reservoirs of unique genetic diversity: a case study on aquatic beetles in glacial lakes of Tatra Mountains</b>Patrik Macko<sup>1</sup>, Fedor Čiampor Jr<sup>2</sup>, Michaela Šamulková<sup>1,2</sup>,<sup> </sup>Ondrej Vargovčík<sup>1</sup>, Kornélia Tuhrinová<sup>1,2</sup>, Zuzana Čiamporová-Zaťovičová<sup>1,2</sup><sup>1</sup>Department of Ecology, Faculty of Natural Sciences, Comenius University in Bratislava, Slovak Republic<sup>2</sup>ZooLab, Department of Biodiversity and Ecology, Plant Science and Biodiversity Centre, Slovak Academy of Sciences, Slovak Republic