cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14789866
title: Optimization of small RNA extraction and comparative study of NGS library preparation from low count sperm samples

description: Recent studies demonstrate that sperm epigenome is a vehicle that conveys paternal experiences to offspring phenotype. That evidence triggers interest of both experimental and epidemiological studies of epigenetic markers in sperm. Since samples are often unique in epidemiological studies, a careful and efficient use of the material is a critical requirement. The goal of this study was to provide optimization of methods for the isolation of small RNAs from spermatozoa and library preparation for sequencing. A total 67 fractionated sperm samples from the Russian Children’s Study biobank prospectively collected at 18–20 years of age were used to isolate small RNAs with median (IQR) input total sperm count 17.0 (7.4-35.9) million. Twenty-four pairs of libraries were prepared using the NEBNext and NEXTFlex kits, 19 libraries using NEBNext and 6 using NEXTFlex. All libraries were sequenced on NextSeq 500, and the results were evaluated as a function of the number of small non-coding RNA (sncRNA) detected, quality parameters of sequencing libraries, as well as technical features of sample preparation. Although the same amount of miRNA input was used for NEBNext and NEXTFlex libraries, the concentration of DNA in NEBNext libraries was significantly higher in comparison with NEXTFlex libraries. In high input (sperm count &gt;28 million and more than 25 ng miRNA in library) NEXTFlex Small RNA-Seq kit detected more microRNAs. In low input, the NEBNext proved more effective. The tricks and traps to protocol optimization are presented, including an efficient and effector gel-based system for the removal of sequencing library adaptors.
DOI: 10.5517/ccdc.csd.cc24cmdk
title: CCDC 1977378: Experimental Crystal Structure Determination

description: Related Article: Silvia Vera, Ana Vázquez, Ricardo Rodriguez, Sandra del Pozo, Iñaki Urruzuno, Abel de Cózar, Antonia Mielgo, Claudio Palomo|2021|J.Org.Chem.|86|7757|doi:10.1021/acs.joc.1c00406
DOI: 10.5517/ccdc.csd.cc24cmhn
title: CCDC 1977381: Experimental Crystal Structure Determination

description: Related Article: Silvia Vera, Ana Vázquez, Ricardo Rodriguez, Sandra del Pozo, Iñaki Urruzuno, Abel de Cózar, Antonia Mielgo, Claudio Palomo|2021|J.Org.Chem.|86|7757|doi:10.1021/acs.joc.1c00406
DOI: 10.5517/ccdc.csd.cc26ldlt
title: CCDC 2043476: Experimental Crystal Structure Determination

description: Related Article: Zexiong Pan, Dongjing Gao, Chunqi Zhang, Lulu Guo, Jianfeng Li, Chunming Cui|2021|Organometallics|40|1728|doi:10.1021/acs.organomet.1c00207
DOI: 10.5517/ccdc.csd.cc26lds0
title: CCDC 2043482: Experimental Crystal Structure Determination

description: Related Article: Zexiong Pan, Dongjing Gao, Chunqi Zhang, Lulu Guo, Jianfeng Li, Chunming Cui|2021|Organometallics|40|1728|doi:10.1021/acs.organomet.1c00207
DOI: 10.6084/m9.figshare.12136692
title: Data used to quantify the life cycle cost of a typical Bahraini residential building using reinforced concrete and structural insulated panel (SIP), over 50 years, and including operational energy

description: This dataset contains all the data used in the quantification of the life cycle cost of a typical reinforced concrete house in Bahrain, as well as its structural insulated panel (SIP) equivalent, over 50 years, and including the cooling energy demand.<br>A table of contents on the first page helps navigating the dataset.
DOI: 10.6084/m9.figshare.12136692.v3
title: Data used to quantify the life cycle cost of a typical Bahraini residential building using reinforced concrete and structural insulated panel (SIP), over 50 years, and including operational energy

description: This dataset contains all the data used in the quantification of the life cycle cost of a typical reinforced concrete house in Bahrain, as well as its structural insulated panel (SIP) equivalent, over 50 years, and including the cooling energy demand.<br>A table of contents on the first page helps navigating the dataset.
DOI: 10.48425/0047837
title: V_heath_vascular_plant_abundance_observational

description: Abundance of vascular plants measured using point intercept frequency.\r\n\r\nThe datasets contains point frequency data (which can be converted to biomass estimates) of the following functional groups and species:\r\n\r\n* Betula nana \r\n* Broad leaved grasses\r\n* Calamagrostis phragmitoides \r\n* Deciduous dwarf shrubs\r\n* Deciduous vascular cryptogams\r\n* Deschampsia cespitosa\r\n* Empetrum nigrum\r\n* Equisetum sp\r\n* Evergreen dwarf shrubs\r\n* Evergreen non woody\r\n* Green willows\r\n* Grey willows\r\n* Hemiparasites \r\n* Nardus stricta\r\n* Narrow leaved grasses\r\n* Prostrate willows\r\n* Rumex acetosa\r\n* Salix herbacea\r\n* Sedges and rushes\r\n* Small forbs\r\n* Tall forbs\r\n* Vaccinium myrtillus\r\n\r\n\r\nThe dataset includes three different types of files and all files (except the readme) are saved as ;-separated txt-files:\r\n \r\n* One data file per year (_YEAR.txt) \r\n* One coordinate file with coordinates of all sites included in the dataset (_coordinates.txt) \r\n* One auxiliary file with information about which sites are included in the dataset and when (_aux.txt) \r\n* One readme file with additional information about the variables included in the study design (_readme.pdf)\r\n\r\nThe dataset has a two-year embargo, older versions of the dataset are publicly available for download.\r\n
DOI: 10.6084/m9.figshare.14790036
title: Digit datasets used in DEMS paper

description: Five digit datasets:MNIST, MNISTM, SVHN, SYNDIGITS, USPS.
DOI: 10.6084/m9.figshare.14789760
title: data(DEMS).zip

description: Five digit datasets:MNIST, MINSTM, SVHN, SYNDIGITS, USPS.
DOI: 10.6084/m9.figshare.14789760.v2
title: data(DEMS).zip

description: Five digit datasets:MNIST, MINSTM, SVHN, SYNDIGITS, USPS.
DOI: 10.6084/m9.figshare.14789760.v1
title: data(DEMS).zip

description: Five digit datasets:MNIST, MINSTM, SVHN, SYNDIGITS, USPS.
DOI: 10.5281/zenodo.4963989
title: Data For Jiuyishan Work

description: This Dataset include group and phase velocity dispersion, receiver funtions, 3-d S-wave velocity model and location of seismic stations.
DOI: 10.5281/zenodo.3752294
title: Data For Jiuyishan Work

description: This Dataset include group and phase velocity dispersion, receiver funtions, 3-d S-wave velocity model and location of seismic stations.
DOI: 10.13016/47nh-wkns
title: K Place Value Intervention Study (2019-2020)

description: Kindergartners were pre- and post-tested with a battery of place value concept tasks as well as mathematics outcomes after a 20-lesson intervention of place value instruction. Children were randomly assigned to either the instruction or active control group. If you would like a copy of the dataset(s), please send a written request to the study authors and data custodians, care of Dr. Kelly Mix (kmix@umd.edu).
DOI: 10.25345/c5681h
title: MassIVE MSV000087636 - The Vibrio vulnificus stressosome: an oxygen-sensor involved in regulating iron metabolism
title: Stressosomes are stress-sensing protein complexes widely conserved among bacteria. Although a role in the regulation of the general stress response is well documented in Gram-positive bacteria, the activating signals are still unclear, and little is known about the physiological function of stressosomes in the Gram-negative bacteria. Here we investigated the stressosome of the Gram-negative, marine pathogen Vibrio vulnificus. We demonstrate that it senses oxygen and identified its role in modulating iron-metabolism.
DOI: 10.5281/zenodo.4818545
title: Experimental data of hydraulic performance of wave membrane blood pumps

description: Matlab dataset that collects HQ <em>in-vitro</em> data (H: head pressure, Q: flow rate) stored in two separate columns. The operating point of the wave membrane is the following: frequency of oscillation f=120 Hz, oscillation amplitude A=0.53 mm. These data have been produced in pump characterization bench at the developing company CorWave and they have been used for the validation of an XFEM-based numerical fluid-structure interaction model.
DOI: 10.5281/zenodo.4818544
title: Experimental data of hydraulic performance of wave membrane blood pumps

description: Matlab dataset that collects HQ <em>in-vitro</em> data (H: head pressure, Q: flow rate) stored in two separate columns. The operating point of the wave membrane is the following: frequency of oscillation f=120 Hz, oscillation amplitude A=0.53 mm. These data have been produced in pump characterization bench at the developing company CorWave and they have been used for the validation of an XFEM-based numerical fluid-structure interaction model.
DOI: 10.5281/zenodo.4959931
title: Dataset HD-tDCS

description: This registry contains raw data regarding baseline and endpoint assessments of patients with COVID-19 in hospitals and in the ICU.
DOI: 10.34808/98ay-h361
title: Determination of flow properties of a parallel connection of two pneumatic elements with (C=2.40, b=0.26) and (C=2.80, b=0.25) from changes in air pressure in a tank being emptied

description: The aim of the study was to determine the flow properties of parallel connection of pneumatic components.The experiments were to measure the pressure changes in a being emptied tank for two directional control valves arranged in parallel. Three test configurations were used: (1) being emptied tank -&gt; the first DCV -&gt; ambient atmosphere, (2) being emptied tank -&gt; the second DCV -&gt; ambient atmosphere, (3) being emptied tank -&gt; two DCVs in parallel -&gt; ambient atmosphere. So, three data files are included in the dataset. Each data file has a header where parameters of experiment are given. Additionally, for the valves analised , catalogue flow properties are given by means of sonic conductance and critical pressure ratio. The given data allow to verify calculation procedures for determination of flow properties of pneumatic components arranged in parallel.
DOI: 10.34808/0skh-fd30
title: Determination of flow properties of a parallel connection of two pneumatic elements with (C=2.40, b=0.26) and (C=2.00, b=0.11) from changes in air pressure in a tank being emptied

description: The aim of the study was to determine the flow properties of parallel connection of pneumatic components.The experiments were to measure the pressure changes in a being emptied tank for two directional control valves arranged in parallel. Three test configurations were used: (1) being emptied tank -&gt; the first DCV -&gt; ambient atmosphere, (2) being emptied tank -&gt; the second DCV -&gt; ambient atmosphere, (3) being emptied tank -&gt; two DCVs in parallel -&gt; ambient atmosphere. So, three data files are included in the dataset. Each data file has a header where parameters of experiment are given. Additionally, for the valves analised , catalogue flow properties are given by means of sonic conductance and critical pressure ratio. The given data allow to verify calculation procedures for determination of flow properties of pneumatic components arranged in parallel.
DOI: 10.34808/1vwf-tn21
title: Determination of flow properties of a parallel connection of two pneumatic elements with (C=2.40, b=0.26) and (C=5.50, b=0.37) from changes in air pressure in a tank being emptied

description: The aim of the study was to determine the flow properties of parallel connection of pneumatic components.The experiments were to measure the pressure changes in a being emptied tank for two directional control valves arranged in parallel. Three test configurations were used: (1) being emptied tank -&gt; the first DCV -&gt; ambient atmosphere, (2) being emptied tank -&gt; the second DCV -&gt; ambient atmosphere, (3) being emptied tank -&gt; two DCVs in parallel -&gt; ambient atmosphere. So, three data files are included in the dataset. Each data file has a header where parameters of experiment are given. Additionally, for the valves analised , catalogue flow properties are given by means of sonic conductance and critical pressure ratio. The given data allow to verify calculation procedures for determination of flow properties of pneumatic components arranged in parallel.
DOI: 10.34808/dycq-1f06
title: Determination of flow properties of a parallel connection of two pneumatic elements with (C=2.40, b=0.26) and (C=5.70, b=0.32) from changes in air pressure in a tank being emptied

description: The aim of the study was to determine the flow properties of parallel connection of pneumatic components.The experiments were to measure the pressure changes in a being emptied tank for two directional control valves arranged in parallel. Three test configurations were used: (1) being emptied tank -&gt; the first DCV -&gt; ambient atmosphere, (2) being emptied tank -&gt; the second DCV -&gt; ambient atmosphere, (3) being emptied tank -&gt; two DCVs in parallel -&gt; ambient atmosphere. So, three data files are included in the dataset. Each data file has a header where parameters of experiment are given. Additionally, for the valves analised , catalogue flow properties are given by means of sonic conductance and critical pressure ratio. The given data allow to verify calculation procedures for determination of flow properties of pneumatic components arranged in parallel.
DOI: 10.34808/mqn9-8n07
title: Data on bicycle traffic in Lodz (Poland) paired with weather and air quality data

description: The file contains data on bicycle traffic registered by counting stations loacted in Lodz in the years 2016-2019. The data are paired with weather and air quality data from Lodz collected for the same period. The data is described below:
Point no. - individual number of the bicycle traffic counting station
Bicycles per day - daily number of bicycles registered by the station
Day type - is 1 if public holiday (free of work), is 2 if summer holidays (free of school), is 3 if winter holidays (free of school)
TEMP - average daily temperature in Celsius degrees [oC], weather station Lodz Lublinek
TEMP_MIN - minimum daily temperature [oC], weather station Lodz Lublinek
TEMP_MAX - maximum daily temperature [oC], weather station Lodz Lublinek
FWS - Average daily wind speed [m/s], weather station Lodz Lublinek
NOS - Average daily overall cloudiness [octants], weather station Lodz Lublinek
PREC - Daily sum of precipitation [mm], weather station Lodz Lublinek
PREC_TYP - Precipitation type (S - snow, W - water), weather station Lodz Lublinek
SO2 - averaged hourly SO2 emission in 6am-10pm period [ug/m3], air quality monitoring station Lodz Gdanska
PM10 - averaged hourly PM10 emission in 6am-10pm period [ug/m3], air quality monitoring station Lodz Gdanska
NOx - averaged hourly NOx emission in 6am-10pm period [ug/m3], air quality monitoring station Lodz Gdanska
CO - averaged hourly CO emission in 6am-10pm period [mg/m3], air quality monitoring station Lodz Gdanska
Location of bicycle counting stations is presented below.  Fig. Map of Lodz's bicycle counting stations. Point no. match the numbers of stations on the map (L1-L9). Source: www.zdit.uml.lodz.pl
DOI: 10.34808/7449-3g42
title: Determination of flow properties of a parallel connection of two pneumatic elements with (C=2.40, b=0.26) and (C=2.10, b=0.14) from changes in air pressure in a tank being emptied

description: The aim of the study was to determine the flow properties of parallel connection of pneumatic components.The experiments were to measure the pressure changes in a being emptied tank for two directional control valves arranged in parallel. Three test configurations were used: (1) being emptied tank -&gt; the first DCV -&gt; ambient atmosphere, (2) being emptied tank -&gt; the second DCV -&gt; ambient atmosphere, (3) being emptied tank -&gt; two DCVs in parallel -&gt; ambient atmosphere. So, three data files are included in the dataset. Each data file has a header where parameters of experiment are given. Additionally, for the valves analised , catalogue flow properties are given by means of sonic conductance and critical pressure ratio. The given data allow to verify calculation procedures for determination of flow properties of pneumatic components arranged in parallel.
DOI: 10.34808/dy3r-1g34
title: Determination of flow properties of a parallel connection of two pneumatic elements with (C=2.80, b=0.25) and (C=2.00, b=0.11) from changes in air pressure in a tank being emptied

description: The aim of the study was to determine the flow properties of parallel connection of pneumatic components.The experiments were to measure the pressure changes in a being emptied tank for two directional control valves arranged in parallel. Three test configurations were used: (1) being emptied tank -&gt; the first DCV -&gt; ambient atmosphere, (2) being emptied tank -&gt; the second DCV -&gt; ambient atmosphere, (3) being emptied tank -&gt; two DCVs in parallel -&gt; ambient atmosphere. So, three data files are included in the dataset. Each data file has a header where parameters of experiment are given. Additionally, for the valves analised , catalogue flow properties are given by means of sonic conductance and critical pressure ratio. The given data allow to verify calculation procedures for determination of flow properties of pneumatic components arranged in parallel.
DOI: 10.34808/exfv-eg39
title: Determination of flow properties of a parallel connection of two pneumatic elements with (C=2.80, b=0.25) and (C=2.10, b=0.14) from changes in air pressure in a tank being emptied

description: The aim of the study was to determine the flow properties of parallel connection of pneumatic components.The experiments were to measure the pressure changes in a being emptied tank for two directional control valves arranged in parallel. Three test configurations were used: (1) being emptied tank -&gt; the first DCV -&gt; ambient atmosphere, (2) being emptied tank -&gt; the second DCV -&gt; ambient atmosphere, (3) being emptied tank -&gt; two DCVs in parallel -&gt; ambient atmosphere. So, three data files are included in the dataset. Each data file has a header where parameters of experiment are given. Additionally, for the valves analised , catalogue flow properties are given by means of sonic conductance and critical pressure ratio. The given data allow to verify calculation procedures for determination of flow properties of pneumatic components arranged in parallel.
DOI: 10.34808/ww0f-sb40
title: Determination of flow properties of a parallel connection of two pneumatic elements with (C=2.80, b=0.25) and (C=5.50, b=0.37) from changes in air pressure in a tank being emptied

description: The aim of the study was to determine the flow properties of parallel connection of pneumatic components.The experiments were to measure the pressure changes in a being emptied tank for two directional control valves arranged in parallel. Three test configurations were used: (1) being emptied tank -&gt; the first DCV -&gt; ambient atmosphere, (2) being emptied tank -&gt; the second DCV -&gt; ambient atmosphere, (3) being emptied tank -&gt; two DCVs in parallel -&gt; ambient atmosphere. So, three data files are included in the dataset. Each data file has a header where parameters of experiment are given. Additionally, for the valves analised , catalogue flow properties are given by means of sonic conductance and critical pressure ratio. The given data allow to verify calculation procedures for determination of flow properties of pneumatic components arranged in parallel.
DOI: 10.34808/vcbh-j521
title: Determination of flow properties of a parallel connection of two pneumatic elements with (C=2.80, b=0.25) and (C=5.70, b=0.32) from changes in air pressure in a tank being emptied

description: The aim of the study was to determine the flow properties of parallel connection of pneumatic components.The experiments were to measure the pressure changes in a being emptied tank for two directional control valves arranged in parallel. Three test configurations were used: (1) being emptied tank -&gt; the first DCV -&gt; ambient atmosphere, (2) being emptied tank -&gt; the second DCV -&gt; ambient atmosphere, (3) being emptied tank -&gt; two DCVs in parallel -&gt; ambient atmosphere. So, three data files are included in the dataset. Each data file has a header where parameters of experiment are given. Additionally, for the valves analised , catalogue flow properties are given by means of sonic conductance and critical pressure ratio. The given data allow to verify calculation procedures for determination of flow properties of pneumatic components arranged in parallel.
DOI: 10.6084/m9.figshare.14790138.v1
title: The study dataset from Past thermal conditions affect hunting behaviour in larval antlions

description: Some sit-and-wait predators, such as antlion larvae, construct traps to capture passing prey. The location of these traps depends on many abiotic and biotic factors, including temperature and the presence of conspecifics, which probably stimulate behaviours that minimize the costs and maximize the benefits of trap building. Here, we exposed second instar antlion larvae to elevated temperatures of 25°C (mild treatment) or 31°C (harsh treatment) for one month and then transferred them to common conditions (20°C) to examine the effects of previous thermal treatment on aggregation tendency and trap size. We predicted that antlions that experienced harsh conditions would subsequently increase the neighbouring distance and trap diameter to reduce competition with conspecifics and improve prey capture success, compensating for past conditions. In contrast with these predictions, antlions exposed to harsh conditions displayed a trend in the opposite direction, towards the decreased neighbouring distance. Furthermore, some of these antlions also built smaller traps. We discuss possible reasons for our results. The effects of previous thermal exposure have rarely been considered in terms of trap construction in antlions. Described effects may possibly apply to other sit-and-wait predators and are significant considering that many of these predators are long-lived.
DOI: 10.6084/m9.figshare.14790138
title: The study dataset from Past thermal conditions affect hunting behaviour in larval antlions

description: Some sit-and-wait predators, such as antlion larvae, construct traps to capture passing prey. The location of these traps depends on many abiotic and biotic factors, including temperature and the presence of conspecifics, which probably stimulate behaviours that minimize the costs and maximize the benefits of trap building. Here, we exposed second instar antlion larvae to elevated temperatures of 25°C (mild treatment) or 31°C (harsh treatment) for one month and then transferred them to common conditions (20°C) to examine the effects of previous thermal treatment on aggregation tendency and trap size. We predicted that antlions that experienced harsh conditions would subsequently increase the neighbouring distance and trap diameter to reduce competition with conspecifics and improve prey capture success, compensating for past conditions. In contrast with these predictions, antlions exposed to harsh conditions displayed a trend in the opposite direction, towards the decreased neighbouring distance. Furthermore, some of these antlions also built smaller traps. We discuss possible reasons for our results. The effects of previous thermal exposure have rarely been considered in terms of trap construction in antlions. Described effects may possibly apply to other sit-and-wait predators and are significant considering that many of these predators are long-lived.