cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48370/ofd/uiqhza
title: Wiechlina błotna (Poa palustris L.), 3418

description: Herbarium
DOI: 10.48370/ofd/rqdaq2/iuwe5f
title: HMW_Poa_palustris_L._H_1253.jpg

description: :unav
DOI: 10.48370/ofd/rqdaq2
title: Wiechlina błotna (Poa palustris L.), 1253

description: Herbarium
DOI: 10.5257/iea/ng/2021
title: Natural Gas Information (2021 Edition)

description: Natural Gas Information is a detailed reference work on gas supply and demand covering not only the OECD countries but also the rest of the world; this publication contains essential information on LNG and pipeline trade, gas reserves, storage capacity and prices. The main part of the dataset concentrates on OECD countries, showing a detailed supply and demand balance for each country and for the three OECD regions: Americas, Asia-Oceania and Europe, as well as a breakdown of gas consumption by end user. Import and export data are reported by source and destination.
DOI: 10.48370/ofd/qvupaf/jlie2o
title: HMW_Poa_remota_Forselles_H_8511.jpg

description: :unav
DOI: 10.48370/ofd/qvupaf
title: Wiechlina odległokłosa (Poa remota Forselles), 8511

description: Herbarium
DOI: 10.48370/ofd/tnnv09/xidhzp
title: HMW_Poa_remota_Forselles_H_7293.jpg

description: :unav
DOI: 10.48370/ofd/tnnv09
title: Wiechlina odległokłosa (Poa remota Forselles), 7293

description: Herbarium
DOI: 10.48370/ofd/fvhzhb/xoojli
title: HMW_Poa_remota_Forselles_H_7260.jpg

description: :unav
DOI: 10.48370/ofd/fvhzhb
title: Wiechlina odległokłosa (Poa remota Forselles), 7260

description: Herbarium
DOI: 10.48370/ofd/brm6qg/hxgztk
title: HMW_Poa_remota_Forselles_H_5877.jpg

description: :unav
DOI: 10.48370/ofd/brm6qg
title: Wiechlina odległokłosa (Poa remota Forselles), 5877

description: Herbarium
DOI: 10.48370/ofd/tonsno/j8cvka
title: HMW_Poa_subcaeruela_Sm._H_04489.jpg

description: :unav
DOI: 10.48370/ofd/tonsno
title: Wiechlina równoplewna (Poa subcaeruela Sm.), 4489

description: Herbarium
DOI: 10.48370/ofd/ib3cht/y6hwq7
title: HMW_Poa_trivialis_L._H_0720.jpg

description: :unav
DOI: 10.48370/ofd/ib3cht
title: Wiechlina zwyczajna (Poa trivialis L.), 720

description: Herbarium
DOI: 10.48370/ofd/snrrpq/zn26wk
title: HMW_Poa_trivialis_L._H_2840.jpg

description: :unav
DOI: 10.48370/ofd/snrrpq
title: Wiechlina zwyczajna (Poa trivialis L.), 2840

description: Herbarium
DOI: 10.48370/ofd/kmrztz/iuj2ft
title: HMW_Poa_trivialis_L._H_4881.jpg

description: :unav
DOI: 10.48370/ofd/kmrztz
title: Wiechlina zwyczajna (Poa trivialis L.), 4881

description: Herbarium
DOI: 10.5281/zenodo.5555956
title: SFuzzer experimental dataset

description: SFuzzer experimental dataset
DOI: 10.5281/zenodo.5555929
title: Training data DRUID 1.2

description: Cell line training and test data used for DRUID 1.2
DOI: 10.5281/zenodo.5555928
title: Training data DRUID 1.2

description: Cell line training and test data used for DRUID 1.2
DOI: 10.5281/zenodo.5555951
title: BeMAGIC_Nanoporous films and ultra-thin films for magnetoionics and surface charging experiments

description: BeMAGIC ITN (GA861145)_Nanoporous films and ultra-thin films for magnetoionics and surface charging experiments. Results from UAB, IFW, TUC, KIT, SPIN-ION, TTS
DOI: 10.5281/zenodo.5555950
title: BeMAGIC_Nanoporous films and ultra-thin films for magnetoionics and surface charging experiments

description: BeMAGIC ITN (GA861145)_Nanoporous films and ultra-thin films for magnetoionics and surface charging experiments. Results from UAB, IFW, TUC, KIT, SPIN-ION, TTS
DOI: 10.5281/zenodo.5555918
title: Arthur Schnitzler – Briefwechsel mit Autorinnen und Autoren 1888–1931

description: Over 2.500 transcriptions from the correspondence of Austrian dramatist and writer Arthur Schnitzler (1862–1931) with fellow writers plus web-application based on the DSE-base-APP
description: Funding by FWF (the Science Fund) P 31277 and P 34792
DOI: 10.6084/m9.figshare.16768975
title: Survey data

description: The survey data used in the research paper titled "Imitation or Original in the Architectural Consumer Space-Consumer Preferences. Shopping Center Forum Gdansk, Poland."<br>
DOI: 10.6084/m9.figshare.16768975.v1
title: Survey data

description: The survey data used in the research paper titled "Imitation or Original in the Architectural Consumer Space-Consumer Preferences. Shopping Center Forum Gdansk, Poland."<br>
DOI: 10.6084/m9.figshare.16770895
title: Data Availability Sheet for Space-Saving Multipurpose Table

description: Dataset for tests and surveys done with the space-saving multipurpose table for improved ergonomic performance.
DOI: 10.6084/m9.figshare.16770841
title: Data used in Shrub expansion modulates belowground impacts of changing snow conditions in alpine grasslands study

description: We established two complementary field experiments. The first experiment used a natural gradient in snowmelt timing combined with a shrub manipulation treatment across three alpine valleys in the Austrian Alps to test how earlier snowmelt and shrub expansion affect soil microbial communities, their functioning, and nutrient pools at the landscape scape. For the second experiment, we implemented at one of the sites a multi-year snow manipulation treatment combined with a shrub manipulation treatment. This allowed us to experimentally test how reduced winter snow cover and shrub expansion individually and interactively affect soil microbial communities, their functioning, and nutrient pools and fluxes, including plant N-uptake immediately after snowmelt. These datasets were generated from these experiments.
DOI: 10.6084/m9.figshare.16770841.v1
title: Data used in Shrub expansion modulates belowground impacts of changing snow conditions in alpine grasslands study

description: We established two complementary field experiments. The first experiment used a natural gradient in snowmelt timing combined with a shrub manipulation treatment across three alpine valleys in the Austrian Alps to test how earlier snowmelt and shrub expansion affect soil microbial communities, their functioning, and nutrient pools at the landscape scape. For the second experiment, we implemented at one of the sites a multi-year snow manipulation treatment combined with a shrub manipulation treatment. This allowed us to experimentally test how reduced winter snow cover and shrub expansion individually and interactively affect soil microbial communities, their functioning, and nutrient pools and fluxes, including plant N-uptake immediately after snowmelt. These datasets were generated from these experiments.
DOI: 10.5281/zenodo.5555937
title: JASPAR TFBS LOLA databases - Part 2

description: This repository contains the second part of the JASPAR 2022 LOLA databases used by the JASPAR TFBS enrichment tool. We provide the LOLA databases for the human (hg38) JASPAR 2022 TFBS sets as compressed directories containing a set of .RDS R objects. Due to file sizes, we had to split the repository into two different parts. Part 1 of the repository containing the databases for human can be found here.
DOI: 10.15161/oar.it/74171
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.48370/ofd/zukhmb
title: Puccinia hieracii Martius, 3409

description: Fungarium Micromycetes
DOI: 10.6084/m9.figshare.13568365.v1
title: Proteomic analysis of secretomes from <i>Bacillus</i> sp. AR03: characterization of enzymatic cocktails active on complex carbohydrates for xylooligosaccharides production

description: <i>Bacillus</i> sp. AR03 have been described as an important producer of carbohydrate-active enzymes (CAZymes) when growing in a peptone-based medium supplemented with simple sugars and/or carboxymethyl cellulose (CMC) as carbon sources. This work aimed to identify the extracellular enzymatic cocktails through shotgun proteomics. The proteomic analysis showed that enzymes involved in cellulose and xylan degradation were among the most abundant proteins. These enzymes included an endo-glucanase GH5_2 and a glucuronoxylanase GH30_8, which were found in all conditions. In addition, several proteins were differentially expressed in the three evaluated culture media, indicating microbial metabolic changes due to the different supplied carbon sources, particularly, in the presence of CMC. Finally, the capability of the crude enzymatic cocktails from culture media to degrade birchwood xylan was assessed, which produced mostly xylooligosaccharides containing among 3–5 xylose units. Consequently, this work shows the potential of the extracellular enzymes from <i>Bacillus</i> sp. AR03 for producing emergent prebiotics.
DOI: 10.6084/m9.figshare.13568365
title: Proteomic analysis of secretomes from <i>Bacillus</i> sp. AR03: characterization of enzymatic cocktails active on complex carbohydrates for xylooligosaccharides production

description: <i>Bacillus</i> sp. AR03 have been described as an important producer of carbohydrate-active enzymes (CAZymes) when growing in a peptone-based medium supplemented with simple sugars and/or carboxymethyl cellulose (CMC) as carbon sources. This work aimed to identify the extracellular enzymatic cocktails through shotgun proteomics. The proteomic analysis showed that enzymes involved in cellulose and xylan degradation were among the most abundant proteins. These enzymes included an endo-glucanase GH5_2 and a glucuronoxylanase GH30_8, which were found in all conditions. In addition, several proteins were differentially expressed in the three evaluated culture media, indicating microbial metabolic changes due to the different supplied carbon sources, particularly, in the presence of CMC. Finally, the capability of the crude enzymatic cocktails from culture media to degrade birchwood xylan was assessed, which produced mostly xylooligosaccharides containing among 3–5 xylose units. Consequently, this work shows the potential of the extracellular enzymes from <i>Bacillus</i> sp. AR03 for producing emergent prebiotics.
DOI: 10.24377/ljmu.d.00000102
title: Dataset and metadata - Physical activity promoting teaching practices and children’s physical activity within physical education lessons underpinned by motor learning theory (SAMPLE-PE)

description: Purpose: Movement competence is a key outcome for primary physical education curricula. As movement development in children emerges through physical activity, it is important to determine the extent of physical activity promotion within movement competence focused teaching pedagogies. Therefore, this study aimed to assess children’s MVPA and related teaching practices in primary PE within Linear Pedagogy and Nonlinear pedagogy and to compare this to current practice within PE delivery in primary schools. Methods: Participants (n = 162, 53% females, 5-6y) were recruited from 9 primary schools within the SAMPLE-PE cluster randomised controlled trial. Schools were randomly-allocated to one of three conditions: Linear pedagogy, Nonlinear pedagogy, or control. Nonlinear and Linear pedagogy intervention schools received a PE curriculum delivered by trained deliverers over 15 weeks, while control schools followed usual practice. Children’s MVPA was measured during 3 PE lessons (44 PE lessons in total) using an ActiGraph GT9X accelerometer worn on their non-dominant wrist. Differences between conditions for children’s MVPA were analysed using multilevel model analysis, while Negative binomial models were used to analyse teaching practices data. Results: Linear pedagogy and Nonlinear pedagogy interventions were not associated with children engaging in higher MVPA during PE compared to the control group and compared to each other. Linear and Nonlinear interventions generally presented higher percentages of MVPA promoting teaching practices (e.g., Motor Content) and also presented lower MVPA reducing teaching practices (e.g., Management), compared to the control group. Furthermore, the teaching practices observed in Linear and Nonlinear interventions were in line with the respective pedagogical principles. Conclusions: Linear and Nonlinear pedagogical approaches in PE do not negatively impact MVPA compared to usual practice. Nevertheless, practitioners may need to refine these pedagogical approaches to improve MVPA alongside MC.
description: Accelerometry and systematic observation
DOI: 10.6084/m9.figshare.13513902
title: Landscape fragmentation of the Natura 2000 network and its surrounding areas

description: The dataset provides metrics on the degree of fragmentation within terrestrial Natura 2000 (N2k) sites and in their surrounding areas (5 km buffer zone around each N2k site). N2k sites can be identified via N2k_SITECODE originally provided by the European Environment Agency [Available at https://ec.europa.eu/environment/nature/natura2000/data/index_en.htm]. Landscape fragmentation is assessed via two metrics, i.e. effective mesh size (MEFF) and effective mesh density (SEFF). Data on MEFF and SEFF for the EU was provided on demand by the European Environment Agency [EEA (2014) Landscape fragmentation data calculated for the landscape fragmentation report by Jaeger et al. (2011)]. The data also includes information on the differences between exterior and interior fragmentation of N2k sites (SEFF_DIFF = SEFF_SURROUNDING – SEFF_WITHIN). Further the degree of fragmentation within and in the surrounding areas of N2k sites is classified in five distinct fragmentation categories, i.e. very low, low, medium, high, very high. The data also includes information on protected area age, i.e. time since first protected (PA_AGE). This information was derived from UNEP-WCMC, Protected Planet Report 2018. The age is given in years, MEFF and SEFF in km². For details see the corresponding research paper Lawrence et al. 2021.<br>
DOI: 10.5281/zenodo.5556089
title: BeMAGIC_Deep neural (and muscle) wireless stimulation using magnetoelectric particles

description: BeMAGIC ITN (GA861145)_Deep neural (and muscle) wireless stimulation using magnetoelectric particles. Results from ICN2 and G.TEC.
DOI: 10.5281/zenodo.5556088
title: BeMAGIC_Deep neural (and muscle) wireless stimulation using magnetoelectric particles

description: BeMAGIC ITN (GA861145)_Deep neural (and muscle) wireless stimulation using magnetoelectric particles. Results from ICN2 and G.TEC.
DOI: 10.6084/m9.figshare.16767178
title: FeO_e90-e135.7z

description: Abundance and distribution of oxide abundances and Mg# values generated from KAGUYA multiband imager (MI) spectra<br>
DOI: 10.7910/dvn/19atht
title: Do file (Stata)

description: Do file (stata) for the article "UNDERSTANDING DISCRIMINATION: OUTCOME-RELEVANT INFORMATION DOES NOT MITIGATE DISCRIMINATION" (Social Problems)
DOI: 10.17632/w3t9t6wm3d.1
title: Supplemental Figure: Flow diagram for inclusion and exclusion of images depicting nail conditions.

description: Supplemental Figure
DOI: 10.17632/d6wk8nhpkm.1
title: Supplemental Table: Websites encountered in all 1700 Google image search results. 

description: Supplemental Table
DOI: 10.17632/89y57gwbzk.1
title: Molecular biomarker record of environmental change in the central Mediterranean Sea for the last million years

description: Molecular biomarker data for core LC07 in the Central Mediterranean Sea covering the last million years together with the planktonic foraminifera d18O data (already published in Dinarès-Turell et al. 2003, 3P) but on a slightly refined age scale, and the calculated d18O of seawater. For details please see Martínez-Dios, Ariadna; Pelejero, Carles; Cobacho, Sara; Movilla, Juancho; Dinarès-Turell, Jaume; Calvo, Eva. (2021), “A 1-million-year record of environmental change in the central Mediterranean Sea from organic molecular proxies”, Paleoceanography and Paleoclimatology.
DOI: 10.17632/ppz3r5j2n2.2
title: EEG Raw Data from Binaural Beat Stimulation 

description: * Sample Description:
Twenty five subjects (9 women and 21 men) aged between 19-24 years were stimulated with three different personalized binaural beats (BB): theta BB, alpha BB, and beta BB. The participants reported no musical experience, no neurological disease, and no hearing impariment. 

* EEG Recordings:
EEG data were taken from 24 channels, with M1 and M2 as references and FCz as ground. Sample rate was 250 Hz. 

* Data Description:
The EEG recordings were collected in four sessions: 
- Session 1: resting state -> 3 min with eyes closed and no task (25 .gdf files).
- Session 2: BB stimulation -> 25 min with eyes closed, while listening to theta BB (25 .gdf files). 
- Session 3: BB stimulation -> 25 min with eyes closed, while listening to beta BB (25 .gdf files).
- Session 4: BB stimulation -> 25 min with eyes closed, while listening to alpha BB (3 .gdf files). 

Session 1 and 2 were performed in the same day. Session 3 and 4 were carried out in different days, based on participant availability. For BB stimulation sessions, the EEG data from 0-20 min corresponds to neural activity when participants were just listening to personalized BB in order to induce brain entrainment. After that, an oddball paradigm was carried out where standard (240 pure tones of 1 kHz ) and deviant (60 pure tones of 2 kHz) auditory pitches were presented. 

* All sounds were supplied through open back headphones. 

* BB design:
Personalized theta BB, beta BB, and alpha BB were designed according to Brain-Body Coupling Theorem from Klimesch [1,2] , who established that brainwaves and other body oscillations are coupled among them at rest.

* Both personalized BB and pure tones were created with a sample rate of 44100 Hz.

* .txt files for channels list are provided:
- 24 channels list 
- 22 referenced-channels list  

References:
[1] Klimesch, Wolfgang. 2013. "An algorithm for the EEG frequency architecture of consciousness and brain body coupling." Frontiers in Human Neuroscience 7 (766). 
[2] Klimesch, Wolfgang. 2018. "The frequency architecture of brain and brain body oscillations: an analysis." European Journal of Neuroscience 48 2431-2453.
DOI: 10.17632/nrstc3xhwb.1
title: Datasets for Lyu, Hoang, and Santiago, et al. 2021

description: Supplemental datasets 1-14 for Lyu, Hoang, and Santiago, et al. 2021.
Dataset 1: Number of cells of each type identified at each developmental age using scATAC-Seq in the mouse retina.
Dataset 2: Cell-type specific cis-regulatory elements and TF motifs identified in developing mouse retina.
Dataset 3: Number of cells of each type identified at each developmental age using scATAC-Seq in the human retina.
Dataset 4: Cell-type specific cis-regulatory elements and TF motifs identified in developing human retina.
Dataset 5: Evolutionarily conserved cell-type specific cis-regulatory elements and TF motifs identified in developing retina.
Dataset 6: Differentially expressed genes (DEGs) and correlated accessible chromatin regions (CARs) in stage 1-3 RPCs and Müller glia.
Dataset 7: Regulatory relationships among TFs that comprise cell type-specific gene regulatory networks in stage 1-3 RPCs and Müller glia.
Dataset 8: Differentially expressed genes (DEGs) and differential accessible chromatin regions (DARs) seen in RPCs and Müller glia following overexpression or knockdown of Nfia/b/x. 
Dataset 9: Location of Nfia/b/x ChIP-Seq peaks in P2 retina.
Dataset 10: Differentially expressed genes (DEGs) and correlated accessible chromatin regions (CARs) in neurogenic RPCs and subtypes of developing retinal neurons.
Dataset 11: Regulatory relationships among TFs that comprise cell type-specific gene regulatory networks in neurogenic RPCs and subtypes of developing retinal neurons.
Dataset 12: List of TFs that are predicted to activate and/or repress expression of genes specific to neurogenic RPCs and subtypes of developing retinal neurons.
Dataset 13: Differentially expressed genes (DEGs) observed following overexpression or knockdown of Insm1/2, listed by cell type.
Dataset 14: Differentially expressed genes (DEGs) observed following overexpression or knockdown of Tcf7l1/2 or Tbx3, listed by cell type.
DOI: 10.17632/79t4psrhwj.3
title: Dataset on microclimate and drone-based thermal patterns within an oil palm agroforestry system

description: We share here:
- microclimate data (as .txt files) containing air temperature, soil temperature and relative humidity data 
- Land surface temperature metrics and other climatic data (as .csv file)
DOI: 10.17632/cntm77mskp.1
title: PMP2/FABP8 induces PI(4,5)P2-dependent transbilayer reorganization of sphingomyelin in the plasma membrane. Abe et al.

description: Raw and analyzed data files related to Abe et al., Cell Reports
DOI: 10.17632/4xzrgmwddx.1
title: Performance analysis of the Junction-less Gate All Around (JL-GAA) MOSFET and Charge Plasma Technique based Junction-less Gate All Around (CPT-JL-GAA) MOSFET on Experimental Data

description: This paper covers the Performance analysis of the Junctionless Gate All Around (JL-GAA) MOSFET and Charge Plasma Technique based Junctionless Gate All Around (CPT-JL-GAA) MOSFET on Experimental Data. For high-speed ULSI chip design, both are promising solutions. There is no physical junction in both the devices at source to channel and channel to drain Interface. There is no doping concentration gradient for specific regions; therefore, device fabrication becomes easier than the planer MOSFETs. Experimental data for the analog performance of both the devices have been extensively extracted from ATLAS-3D Device Simulator. Analog performance date parameters are also compared. It is found that the Charge Plasma Technique based Junction less Gate All Around (CPT-JL-GAA) MOSFET are better for analog performance in comparison to Junction less Gate All Around (JL-GAA) MOSFET.
DOI: 10.17632/3kpnkkr55c.1
title: amines and ammonia concentrations in the atmospheres datasets

description: Archived here are the observation data of gaseous dimethylamine, trimethylamine, ammonia, and their particulate counterparts dicussed in the paper：Chen, D., Shen, Y., Wang, J., Gao, Y., Gao, H., and Yao, X.: Mapping gaseous dimethylamine, trimethylamine, ammonia, and their particulate counterparts in marine atmospheres of China’s marginal seas: Part 1 - Differentiating marine emission from continental transport., Atmos. Chem. Phys., 2021.
DOI: 10.17632/5z37x49p74.1
title: 5G: Energy Efficacious Methodology Dataset

description: In this paper, we present data for designing low energy utilizing communication techniques and establishing a well- designed network, under the idea of green communication with respect to different parameters of 5G communication. With a vision to create a way to preserve the demand and supply equation under the green communication concept and a balance in ecological equilibrium. The development of technology is paced with growth in user demands for data, speed, and voice, along with a 1000x increase in data traffic and 1ms round-trip latency. The stringent requirements have increased the number of Base Stations (BSs) and connection devices daily, leading to the growth optimization of energy consumption. Communication systems are being updated to 5G networks in order to meet the user demands, but to enable sustainable 5G networks, the state-of-the-art technologies with the help of high-speed data rate and a high quality of signals are also taking charge to improve the system energy efficiency; a key pillar in the design of communication networks.
DOI: 10.17632/wff3kn8zxc.4
title: Amplicon data from marine post-smolt 2016-2017

description: Microbial monitoring of marine post-post smolt RAS by 16S amplicon analysis

Samples from biofilter biofilm, production water, tank wall and fish skin. 
Sampling time notation C for cycle and W for week in cycle

Appendix:  data sorted by relative abundance and origin of taxa