cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25442/hku.26968519
title: <b>DATA repository for: Using proteomic biomarkers to estimate acute ischemic stroke onset time</b>

description: This study is about using mass spectrometry to measure thousands of proteins in patients' plasma to screen biomarkers for intravenous thrombolysis eligibility in ischemic stroke patients with unknown time pf onset. The dada uploaded here consists the clinical characteristics of patients and the proteins detected in their blood. IS means acute ischaemic stroke. ES means early IS with onset time within 4.5h. LS means late IS with onset time &gt;4.5h.
DOI: 10.25442/hku.26968519.v2
title: <b>DATA repository for: Using proteomic biomarkers to estimate acute ischemic stroke onset time</b>

description: This study is about using mass spectrometry to measure thousands of proteins in patients' plasma to screen biomarkers for intravenous thrombolysis eligibility in ischemic stroke patients with unknown time pf onset. The dada uploaded here consists the clinical characteristics of patients and the proteins detected in their blood. IS means acute ischaemic stroke. ES means early IS with onset time within 4.5h. LS means late IS with onset time &gt;4.5h.
DOI: 10.25442/hku.26968519.v1
title: <b>DATA repository for: Proteomic biomarker discovery for evaluating the onset time of ischaemic stroke </b>

description: This study is about using mass spectrometry to measure thousands of proteins in patients' plasma to screen biomarkers for intravenous thrombolysis eligibility in ischemic stroke patients with unknown time pf onset. The dada uploaded here consists the clinical characteristics of patients and the proteins detected in their blood. IS means acute ischaemic stroke. ES means early IS with onset time within 4.5h. LS means late IS with onset time &gt;4.5h.
DOI: 10.18150/fhxzw1
title: Dataset for 'Order-disorder transition in multidirectional crowds'

description: Experimental data from K.A. Bacik, G. Sobota, B.S. Bacik, and T. Rogers, "Order-disorder transition in multidirectional crowds", PNAS, 2025 (Bacik et al. 2025).Two experimental sessions with human participants (83 and 70 subjects, respectively) were conducted to validate a mathematical model of multidirectional crowd dynamics. The research protocol was approved by the Bioethics Committee for Scientific Research at the Academy of Physical Education in Katowice (no. 1/2022/6/23).The participants gathered in a gymnasium arranged into an experimental arena, and they were asked to cross according to personalized itineraries. The motion of the participants was recorded with an overhead camera, and a Apriltag-based algorithm was used to extract their position in time. The details of the experimental protocol can be found in (Bacik et al., 2025) and the accompanying supplementary materials.The files in the repository contain post-processed data that can be used to extract pedestrian trajectories, as well as 5 representative videos.
DOI: 10.5281/zenodo.15088134
title: File Questioner The Impact of Augmented Reality (AR) on the Purchase Intention for Furniture Purchases in E-Commerce

description: Questionnaire file on the Impact of Augmented Reality (AR) on Interest in Purchasing Furniture on E-Commerce
DOI: 10.5281/zenodo.15088135
title: File Questioner The Impact of Augmented Reality (AR) on the Purchase Intention for Furniture Purchases in E-Commerce

description: Questionnaire file on the Impact of Augmented Reality (AR) on Interest in Purchasing Furniture on E-Commerce
DOI: 10.15468/dl.adrkr5
title: Occurrence Download

description: A dataset containing 48419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "Year 2000-2025"
 ]
}

 The dataset includes 48419 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001821-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66kp2k
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Slovakia",
 "OccurrenceStatus is Present",
 "TaxonKey is Emys orbicularis (Linnaeus, 1758)",
 "Year 2000-2025"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001822-250325103851331/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.28667750
title: <b>Below-ground storage organ morphology mediates resource allocation and climate adaptation strategies in ephemeral desert plants</b>

description: Desert perennials must strategically allocate limited resources between survival and reproduction under highly variable climatic conditions. Below-ground storage organs (BSOs) are critical adaptive structures, but how to influence life-history strategies remains poorly understood. We investigated how contrasting below-ground storage organ (bulb vs. tuber) mediates resource allocation strategies in desert environments.Over a seven-year field experiment (2017–2023) in the Gurbantunggut desert, we compared phenology, biomass allocation, nutrient storage thresholds, and reproductive output between bulb <i>Allium pallasii</i> and tuber <i>Eremurus inderiensis</i> under pronounced climatic fluctuations.<i>A. pallasii </i>demonstrated an opportunistic, ‘fast’ life-history strategy, marked by early reproduction at low nutrient reserves (~0.7 mg N, approximately 3-fold accumulation), moderate seed output (20 –50 seeds/plant), and drought avoidance through early dormancy. In contrast, <i>E. inderiensis</i> adopted a conservative ‘slow’ strategy, characterized by substantial biomass investment in tuber, delayed reproduction at high nutrient thresholds (~20 mg N, approximately 185-fold accumulation), drought tolerance, and high seed production (&gt;300 seeds/plant).These findings confirm that BSO morphology drives distinct bet-hedging strategies in desert perennials, and highlight that BSOs intensify contrasting adaptive strategies, shaping species-specific trade-offs between reproduction timing, resource investment, and drought resilience, with significant implications for understanding perennial plant adaptation under climate variability.
DOI: 10.6084/m9.figshare.28667750.v1
title: <b>Below-ground storage organ morphology mediates resource allocation and climate adaptation strategies in ephemeral desert plants</b>

description: Desert perennials must strategically allocate limited resources between survival and reproduction under highly variable climatic conditions. Below-ground storage organs (BSOs) are critical adaptive structures, but how to influence life-history strategies remains poorly understood. We investigated how contrasting below-ground storage organ (bulb vs. tuber) mediates resource allocation strategies in desert environments.Over a seven-year field experiment (2017–2023) in the Gurbantunggut desert, we compared phenology, biomass allocation, nutrient storage thresholds, and reproductive output between bulb <i>Allium pallasii</i> and tuber <i>Eremurus inderiensis</i> under pronounced climatic fluctuations.<i>A. pallasii </i>demonstrated an opportunistic, ‘fast’ life-history strategy, marked by early reproduction at low nutrient reserves (~0.7 mg N, approximately 3-fold accumulation), moderate seed output (20 –50 seeds/plant), and drought avoidance through early dormancy. In contrast, <i>E. inderiensis</i> adopted a conservative ‘slow’ strategy, characterized by substantial biomass investment in tuber, delayed reproduction at high nutrient thresholds (~20 mg N, approximately 185-fold accumulation), drought tolerance, and high seed production (&gt;300 seeds/plant).These findings confirm that BSO morphology drives distinct bet-hedging strategies in desert perennials, and highlight that BSOs intensify contrasting adaptive strategies, shaping species-specific trade-offs between reproduction timing, resource investment, and drought resilience, with significant implications for understanding perennial plant adaptation under climate variability.
DOI: 10.15468/dl.5m3ca4
title: Occurrence Download

description: A dataset containing 2493 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cottus koreanus Fujii, Choi & Yabe, 2005"
 ]
}

 The dataset includes 2493 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001823-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25716/gude.1stg-f7ms
title: Targeting the SARS-CoV-2 RNA translation initiation element SL1 by molecules of low molecular weight

description: We present the development of low molecular weight inhibitors that target the 5’-terminal RNA stem-loop 1 (SL1) of the SARS-CoV-2 genome. SL1 is crucial for allowing viral protein synthesis in the context of global translation repression in infected cells. We applied compound- and RNA-detected nuclear magnetic resonance spectroscopy (NMR) experiments to guide a fragment-growth strategy based on two primary NMR screening hits from a diverse fragment library poised for follow-up chemistry. These primary hits with molecular weights of around 200 Da were derivatized with the aim to improve solubility, binding affinity, and target specificity. We used NMR to monitor solubility changes, binding affinity, and specific binding to the SL1 binding pocket along the fragment derivatization campaign. The six compounds scoring best in all three categories were tested for their inhibitory effect on SL1 in a cell-free translation assay, where the best two compounds, A.2 and A.13, showed both significant and selective inhibition. Our results demonstrate that small molecules targeting translation initiation of SARS-CoV-2 can be rapidly obtained using NMR-guided medicinal chemistry, and that the correlation between affinity, selectivity, and in situ function of the derived compounds is still to be explored.
DOI: 10.15468/dl.5fscdp
title: Occurrence Download

description: A dataset containing 808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.36552 43.58294,-3.76166 43.45089,-3.76166 42.93824,-3.67622 42.47303,-3.38462 41.66878,-1.41578 41.29451,-0.46816 41.45763,-0.2388 42.74139,-0.84712 43.71567,-1.39084 43.9953,-1.63163 44.05744,-3.36552 43.58294))",
 "TaxonKey is Vitis L."
 ]
}

 The dataset includes 808 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001824-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r63btr
title: Occurrence Download

description: A dataset containing 803353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "PublishingOrg is c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 803353 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001818-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.4543676
title: AMS results for cosmogenic exposure dating along the Southern Rif Front of Morocco

description: This dataset presents the cosmogenic nuclides (36Cl, 26Al and 10Be) concentrations prepared at Laboratoire National des Nucléides Cosmogéniques and measured at ASTER (French Accelerator Mass Spectrometry facility). These data are used by Agharroud et al. in their paper in Tectonics untitled "Seismo-tectonic model for the southern Prerif Border (Northern Morocco): Insights from morphochronometry"
DOI: 10.5281/zenodo.4543677
title: AMS results for cosmogenic exposure dating along the Southern Rif Front of Morocco

description: This dataset presents the cosmogenic nuclides (36Cl, 26Al and 10Be) concentrations prepared at Laboratoire National des Nucléides Cosmogéniques and measured at ASTER (French Accelerator Mass Spectrometry facility). These data are used by Agharroud et al. in their paper in Tectonics untitled "Seismo-tectonic model for the southern Prerif Border (Northern Morocco): Insights from morphochronometry"
DOI: 10.15468/dl.56htud
title: Occurrence Download

description: A dataset containing 1179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.36552 43.58294,-3.76166 43.45089,-3.76166 42.93824,-3.67622 42.47303,-3.38462 41.66878,-1.41578 41.29451,-0.46816 41.45763,-0.2388 42.74139,-0.84712 43.71567,-1.39084 43.9953,-1.63163 44.05744,-3.36552 43.58294))",
 "TaxonKey is Malus Mill."
 ]
}

 The dataset includes 1179 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001825-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13772234
title: Grid-Free Evaluation of Phonon-Limited Relaxation Times and Electrical Transport Properties

description: Data, source codes and figures for the manuscript:

"Grid-Free Evaluation of Phonon-Limited Relaxation Times and Electrical Transport Properties"
DOI: 10.5281/zenodo.13772235
title: Grid-Free Evaluation of Phonon-Limited Relaxation Times and Electrical Transport Properties

description: Data, source codes and figures for the manuscript:

"Grid-Free Evaluation of Phonon-Limited Relaxation Times and Electrical Transport Properties"
DOI: 10.5281/zenodo.15036095
title: Grid-Free Evaluation of Phonon-Limited Relaxation Times and Electrical Transport Properties

description: Data, source codes and figures for the manuscript:

"Grid-Free Evaluation of Phonon-Limited Relaxation Times and Electrical Transport Properties"
DOI: 10.5281/zenodo.15075499
title: BETA-FOR_SP4_Soil microbial activity and biomass_2023

description: We took four soil cores per patch (5cm diameter, 10 cm depth), pooled these per patch and sieved them at 2mm. We used an automated O2 microcompensation system (Scheu, 1992) to assess basal respiration and microbial biomass. Basal respiration represents the mean oxygen consumption per hour (µl O2 h-1 g soil dw-1) without any substrate addition. This indicates the active portion of the soil microbial community at the time and soil condition of sampling. For this, the mean oxygen consumption between the hours 10-20 was taken. Microbial biomass carbon was determined through substrate-induced respiration, which measures the respiratory response of microorganisms to added glucose and water. An aqueous solution containing 8 mg of glucose per gram of dry soil was added. The lowest substrate-induced respiration observed over three consecutive hours within the first 10 hours was taken as the maximum initial respiratory response (MIRR), taking place before microbial growth started. Microbial biomass (µg C g-1 soil dw) was calculated as 38 x MIRR (Beck et al., 1997). This method measures the full potential of the living microbes that can use glucose. The respiratory quotient is calculated by dividing the basal respiration by the microbial biomass. It determines the ratio of built up carbon to investment in respiration. If the respiratory quotient is low, carbon use is efficient, as more microbial biomass can be built up with less respiration. Soil water content was determined by weighing the fresh sample, drying it at 75°C for three days, and reweighing it. The percentage of water in the fresh sample was calculated and used as the measure of soil water content. It is recommended to use device as a random effect in models when analyzing the data because the different devices might measures slightly different.
description: Variables Description################

* patchLabel_BETAFOR: unique BETA-FOR patch label

*dwc:decimalLatitude: latitudinal coordinates of the patch in decimals

*dwc:decimalLongitude:  longitudinal coordinates of the patch in decimals

*dwc:samplingProtocol: The way the samples were taken

*startSampling: The date when the sampling period started

*endSampling: The date when the sampling period ended

*dwc:eventID: An identifier for the set of information associated with a measurement, in this case composed out of patch number and year

*dwc:measurementMethod: A description of the method or protocol used to determine the measurement

*dwc:measurementType: The nature of the measurement, in this soil respiration

*dwc:measurementValue: The value of the soil respiration measurement

*dwc:measurementUnit: The unit associated with the dwc:measurementValue

*device: name of the device used for the measurement

*dwc:measurementDeterminedBy: person who performed the measurement
DOI: 10.5281/zenodo.15075500
title: BETA-FOR_SP4_Soil microbial activity and biomass_2023

description: We took four soil cores per patch (5cm diameter, 10 cm depth), pooled these per patch and sieved them at 2mm. We used an automated O2 microcompensation system (Scheu, 1992) to assess basal respiration and microbial biomass. Basal respiration represents the mean oxygen consumption per hour (µl O2 h-1 g soil dw-1) without any substrate addition. This indicates the active portion of the soil microbial community at the time and soil condition of sampling. For this, the mean oxygen consumption between the hours 10-20 was taken. Microbial biomass carbon was determined through substrate-induced respiration, which measures the respiratory response of microorganisms to added glucose and water. An aqueous solution containing 8 mg of glucose per gram of dry soil was added. The lowest substrate-induced respiration observed over three consecutive hours within the first 10 hours was taken as the maximum initial respiratory response (MIRR), taking place before microbial growth started. Microbial biomass (µg C g-1 soil dw) was calculated as 38 x MIRR (Beck et al., 1997). This method measures the full potential of the living microbes that can use glucose. The respiratory quotient is calculated by dividing the basal respiration by the microbial biomass. It determines the ratio of built up carbon to investment in respiration. If the respiratory quotient is low, carbon use is efficient, as more microbial biomass can be built up with less respiration. Soil water content was determined by weighing the fresh sample, drying it at 75°C for three days, and reweighing it. The percentage of water in the fresh sample was calculated and used as the measure of soil water content. It is recommended to use device as a random effect in models when analyzing the data because the different devices might measures slightly different.
description: Variables Description################

* patchLabel_BETAFOR: unique BETA-FOR patch label

*dwc:decimalLatitude: latitudinal coordinates of the patch in decimals

*dwc:decimalLongitude:  longitudinal coordinates of the patch in decimals

*dwc:samplingProtocol: The way the samples were taken

*startSampling: The date when the sampling period started

*endSampling: The date when the sampling period ended

*dwc:eventID: An identifier for the set of information associated with a measurement, in this case composed out of patch number and year

*dwc:measurementMethod: A description of the method or protocol used to determine the measurement

*dwc:measurementType: The nature of the measurement, in this soil respiration

*dwc:measurementValue: The value of the soil respiration measurement

*dwc:measurementUnit: The unit associated with the dwc:measurementValue

*device: name of the device used for the measurement

*dwc:measurementDeterminedBy: person who performed the measurement
DOI: 10.15468/dl.y5sq58
title: Occurrence Download

description: A dataset containing 198410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vicia sativa var. nigra L., Vicia sativa var. nigra (L.) Ehrh., Vicia sativa subsp. nigra Ehrh., Vicia sativa subsp. nigra L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 198410 records from 1463 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001815-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive142070.20251217.10
title: Streptococcus pneumoniae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0130329.10fu
title: SH0130329.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive142071.20230509.8.1
title: Campylobacter jejuni

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive142071.20251217.10
title: Campylobacter jejuni

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0130330.10fu
title: SH0130330.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive142072.20241212.9.2
title: Campylobacter jejuni

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive142072.20251217.10
title: Campylobacter jejuni

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.