cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nsv526w49m.1
title: IASTM ELECTROMASSAGE HAND MASSAGE study

description: Objectives: To evaluate Instrument Assisted Soft Tissue Mobilization (IASTM) compared to vibration massage and light hand massage on hamstrings’ flexibility and knee proprioception. Design: Repeated measures design under 3 different experimental conditions. Methods: 16 male participants were randomly assigned in 3 single-session interventions delivered with a 1-week time interval over the hamstrings of their dominant leg: (a) 5min IASTM, (b) 5min Vibration Massage and (c) 8min Light Hand-Massage, considered as placebo. An active knee angle reproduction proprioception test and the back-saver sit and reach flexibility test were performed before and immediately after each intervention. Statistical analysis included reliability assessment of the 2 outcomes and of interventions with a two-factor repeated measures ANOVA (intervention x time). Results: Reliability indices for flexibility (ICC3,1=0.97-0.99/SEM=0.83-1.52 cm) and proprioception (ICC3,1=0.83-0.88/SEM=1.63-2.02o) were very good. For flexibility, statistically significant immediate increases were noted in all 3 groups (1.61-3.23 cm), with no between-group differences. For proprioception, improvements noted in the IASTM (2.12o) and Vibration Massage (0.32o) conditions were not statistically significant. Conclusion: Muscle flexibility and proprioception after a single intervention of IASTM, Vibration Massage or Light Hand Massage were similarly positively affected. Further research is required to examine their preventive role against hamstring strains and knee injuries.
DOI: 10.5281/zenodo.2571442
title: Systematic spatio-temporal mapping reveals divergent cell death pathways in three mouse models of hereditary retinal degeneration

description: Values for immuohistochemical analysis or enzymatic analysis of various markers theorised to have roles in retinal dystrophies in three models of mouse retinal degeneration with a control. Analysis has been broken down by marker, mouseline, age and region of the retina recorded from
DOI: 10.5281/zenodo.2571443
title: Systematic spatio-temporal mapping reveals divergent cell death pathways in three mouse models of hereditary retinal degeneration

description: Values for immuohistochemical analysis or enzymatic analysis of various markers theorised to have roles in retinal dystrophies in three models of mouse retinal degeneration with a control. Analysis has been broken down by marker, mouseline, age and region of the retina recorded from
DOI: 10.5281/zenodo.2571509
title: All raw data for CPC18: Choice prediction competition 2018

description: These are the complete raw data for CPC18: a choice prediction competition for decisions under risk, under ambiguity, and from experience, organized by the authors and their colleagues. The data includes 694,500 consequential choices of human decision makers choosing between two risky and/or uncertain prospects with up to 10 possible outcomes each.

This dataset includes both the training and the testing sets of the competition. The training (calibration) set of this data is published at https://zenodo.org/record/845873#.XGqnvegzaUk.

Part of these data (published herein at: https://zenodo.org/record/321652#.WZlniSgjE2z) were previously used in CPC15 (a previous choice prediction competition), and are described in the paper: Erev, I., Ert, E., Plonsky, O., Cohen, D., & Cohen, O. (2017). From anomalies to forecasts: Toward a descriptive model of decision under risk, under ambiguity, and from experience. <em>Psychological Review,</em> 124(4), 369-409.<em> </em>DOI: 10.1037/rev0000062  

More details about CPC18 can be found at https://cpc-18.com/
DOI: 10.5281/zenodo.2571510
title: All raw data for CPC18: Choice prediction competition 2018

description: These are the complete raw data for CPC18: a choice prediction competition for decisions under risk, under ambiguity, and from experience, organized by the authors and their colleagues. The data includes 694,500 consequential choices of human decision makers choosing between two risky and/or uncertain prospects with up to 10 possible outcomes each.

This dataset includes both the training and the testing sets of the competition. The training (calibration) set of this data is published at https://zenodo.org/record/845873#.XGqnvegzaUk.

Part of these data (published herein at: https://zenodo.org/record/321652#.WZlniSgjE2z) were previously used in CPC15 (a previous choice prediction competition), and are described in the paper: Erev, I., Ert, E., Plonsky, O., Cohen, D., & Cohen, O. (2017). From anomalies to forecasts: Toward a descriptive model of decision under risk, under ambiguity, and from experience. <em>Psychological Review,</em> 124(4), 369-409.<em> </em>DOI: 10.1037/rev0000062  

More details about CPC18 can be found at https://cpc-18.com/
DOI: 10.17632/cwn2y977nn.1
title: Data and reproducible analysis for "Onshore wind and the likelihood of planning acceptance: Learning from a Great Britain context"
DOI: 10.17632/8zdnytrp5k.1
title: Data for: Direct self-assembly of CuHCF-PPy nanocomposites on rGO for amperometric nicotine sensing at high concentration range
DOI: 10.6084/m9.figshare.7731647.v1
title: Table.docx

description: Demographic data and aneurysm characteristics in SC
and SAC are described in table 1. Comparison of procedure-related complications,
angiographic outcomes and clinical outcomes in SC and SAC in table 2. Analysis of risk
factors for aneurysmal recurrence in coiling ruptured wide-neck MCABAs in table
3. Analysis of risk factors for procedure-related
complications in coiling ruptured wide-neck MCABAs in table 4. Analysis of risk factors for clinical outcomes in
coiling ruptured wide-neck MCABAs in table 5. 

 

<b></b><i></i><sub></sub><sup></sup><br>
DOI: 10.5281/zenodo.2560288
title: Simulated metagenomes with quality and abundance distributions derived from real samples

description: Species abundances and quality values were derived from the following list of samples:

<pre><code>SAMEA2466896
SAMEA2466916
SAMEA2466952
SAMEA2466953
SAMEA2466965
SAMEA2466996
SAMEA2467015
SAMEA2467039
SAMEA2621010
SAMEA2621033
SAMEA2621107
SAMEA2621155
SAMEA2621229
SAMEA2621247
SAMEA2621300
SAMEA2622357
</code></pre>

Reference abundances (.abund files) were generated using mOTUs profiler.<br>
Metagenomes were simulated with cMESSi using proGenomes' representative contigs for species and the aforementioned abundances. In cases where a <em>ref_mOTU_v2</em> corresponded to more than one genome, the abundance of said <em>ref_mOTU</em> was distributed equally over all genomes.<br>
GFF location files were produced using location information generated by cMESSi.<br>
Two variants of truth values were obtained by intersecting coordinates of simulated reads with coordinates of eggNOG orthologous groups (OG at NOG level) as predicted by eggNOG-mapper.


	.cog-simulated files contain the NOG distribution that was effectively simulated, <em>i.e.</em> a count of the number of reads overlapping with genes annotated with each NOG. A read overlapping multiple genes is considered for each gene. If a gene possesses multiple NOG annotations, each annotation gets assigned the total number of overlapping reads. Longer genes will (in expectation) generate more reads, all else being equal.
	.cog-distribution file contains the expected distribution for every NOG on all samples. The number of genes annotated with each NOG is multiplied by the abundance of the corresponding species. Length of the gene is not taken into account.


If you use this dataset, please cite: NG-meta-profiler: fast processing of metagenomes using NGLess, a domain-specific language
description: {"references": ["Coelho LP, et al. NG-meta-profiler: fast processing of metagenomes using NGLess, a domain-specific language, biorXiv doi:10.1101/367755"]}
DOI: 10.5281/zenodo.2571526
title: Supporting data and code for: Longitudinal Study on Shiga Toxin–producing Escherichia coli and Campylobacter jejuni on Finnish Dairy Farms and in Raw Milk

description: Supporting data and code for the article: "Longitudinal Study on Shiga Toxin–producing <em>Escherichia coli</em> and <em>Campylobacter jejuni</em> on Finnish Dairy Farms and in Raw Milk".
DOI: 10.5287/bodleian:rbr9arpjb
title: Simultaneous STN LFPs and EEGs from Human patients during a finger joystick movement task
DOI: 10.25919/5c6ae64752120
title: Parkes observations for project P958 semester 2018OCTS_38

description: A major breakthrough in fast radio burst (FRB) astronomy was recently made when the repeating FRB 121102 was localized to sub-arcsecond precision. The bursts were found to originate in a bright radio nebula (hypothesized to be a young supernova remnant or pulsar wind nebulae) in a distant dwarf galaxy. These dwarf galaxies are also preferential hosts to superluminous supernova and long gamma-ray bursts, and it has been therefore suggested that the source of the repeating FRB could be a young highly magnetised neutron star. While an understanding of the repeating FRB is emerging, it is still unclear what relationship it has to the rest of the population.   Over the last year searches with the Australian Square Kilometre Array Pathfinder (ASKAP) have detected 26 bursts, and over the next six month will likely detect another 12 FRBs, which  will be localized to a few arcseconds.   Here we propose to search this population for repeats.  Our comprehensive sample and a dense monitoring campaign of well localised bursts, at a fluence limit more than 60 times lower than that of their detections, will either confirm the presence of additional repeating FRBs or the uniqueness of FRB 121102 amongst the population.
DOI: 10.5287/bodleian:8rjpnzbxr
title: Elasto-capillary adhesion: The effect of deformability on adhesion strength and detachment

description: We study the interaction between capillary forces and deformation in the context of a deformable capillary adhesive: a clamped, tense membrane is adhered to a rigid substrate by the surface tension of a liquid droplet. We find that the equilibrium adhesive force for this elastocapillary adhesive is significantly enhanced in comparison to the capillary adhesion between rigid plates. In particular, the equilibrium adhesion force is orders of magnitude greater when the membrane is sufficiently deformed to contact the substrate. From a dynamic perspective, however, the formation of a fluid-filled dimple slows this approach to contact and means that stable attachment is only achieved if adhesion is maintained for a minimum time. The inclusion of a variable membrane tension (as a means of modifying the deformability) gives additional control over the system, allowing new detachment strategies to be explored.
DOI: 10.3886/e108524v1
title: Data_IM_Brazil

description: It is a longitudinal panel of municipalities
in Brazil over a period of 8 years from 2005-2012. The data set includes the following variables: infant mortality, primary care physicians, Family Health Strategy team, hospital beds, health insurance, female
illiteracy, GDP per capita and household facilities (trash collection, electricity, piped water and sewage).  <br>
DOI: 10.5281/zenodo.2571853
title: Supplementary Material for the paper "Efficient Strategies for CEGAR-based Model Checking"

description: Supplementary material for the paper "Efficient Strategies for CEGAR-based Model Checking" by Akos Hajdu and Zoltan Micskei. The material includes a detailed report (report.html) and all artifacts to replicate our measurements and analysis (artifact.tar.gz).
DOI: 10.5880/crc1211db.19
title: MIBase cloud base height derived from satellite data

description: This data set contains cloud base heights derived from the Multi-angle Imaging SpectroRadiometer (MISR) which is placed on the Terra satellite. The cloud base heights are provided globally on a 0.25x0.25 degree longitude latitude grid for a three year period (2007-2009). Daily files comprise retrievals from the illuminated portion of about 14 Terra revolutions around the Earth.

The newly developed MISR cloud base height (MIBase) algorithm (Boehm et al., in review 2018, DOI:10.5194/amt-2018-317) retrieves the cloud base height from the MISR Level 2TC Cloud Product (MIL2TCSP). The MIL2TCSP product provides the cloud top height and a stereo-derived cloud mask at 1.1 km horizontal resolution. The MIBase algorithm evaluates the ensemble of the cloud top height retrievals for each grid box in case some cloud gaps occur within the area and a sufficient amount of cloud top height retrievals marked high confidence cloud according to the stereo-derived cloud mask is provided. The 15th percentile of the cloud top height distribution within the respective grid box yields the cloud base height. The algorithm has been calibrated and validated against ground-based ceilometer measurements across the continental USA over the course of two years.

An important strength of MIBase is the geometric approach which is applied to create the cloud top height product from MISR measurements. Neither a calibration nor auxiliary data are necessary to obtain the cloud top height product which is the starting point for the MIBase algorithm. In consequence, retrievals are possible over all kinds of terrain even above ice. A disadvantage is the threshold height which MISR requires to create the stereo-derived cloud mask. Therefore, depending on the terrain variability in the vicinity of the measurement, MIBase is not capable of deriving cloud base heights below at least 560 m (flat terrain). The algorithm requires a broken cloud scene. For complete overcast within the chosen MIBase cell, the cloud base height cannot be retrieved. Therefore, climatologies derived from this algorithm would be biased towards cloud types for which MISR is able to observe the surface through cloud gaps. The given cloud base height estimates represent the situation during morning hours since MISR is carried on board the Terra satellite in a Sun-synchronous orbit with an equatorial overpass time at around 10:30 local solar time.

Data gaps (due to unavailable input data):
2008-10-01 - 2008-10-15 and 
2008-12-20 - 2008-12-22
DOI: 10.5286/isis.e.rb1900060-1
title: 1900060
DOI: 10.5286/isis.e.rb1910148-1
title: 1910148
DOI: 10.17632/jt5p98m2yf.1
title: Data for: Dynamic Defense Strategy Against Advanced Persistent Threat Under Heterogeneous Networks

description: data.mat represents the operations of different kinds of nodes acquired from the real information system. count.mat represents that fusing data observed from monitoring nodes, sink nodes and the Internet together. count1.mat, count2.mat, and count3.mat denote the performance of only using nodes in the monitor area, sink area, and the Internet respectively. count12.mat means fusing monitoring nodes and sink nodes. count13.mat means fusing monitoring nodes and the Internet nodes. count23.mat means fusing sink nodes and the Internet nodes. ROCF.mat, ROCN.mat, ROCI.mat, and ROCS.mat denote the ROC curves of NetF and other single features respectively.
DOI: 10.5281/zenodo.2571865
title: Supporting code and data for ProvBuild

description: Supporting code and data for ProvBuild
DOI: 10.5281/zenodo.2571866
title: Supporting code and data for: "ProvBuild: Making Data Scientists More Efficient"

description: Supporting code and data for the article: "ProvBuild: Making Data Scientists More Efficient"
DOI: 10.14469/hpc/5052
title: Haloamidines, NN cyclisation , Na(H2O)5OH Cl ion-pair intermediate -1729.177153

description: Gaussian Calculation
DOI: 10.5061/dryad.9r2p3ks/3
title: GFF annotation file from maker annotation of genome including all scaffolds

description: This is the maker generated annotation file containing all repeat, gene, and protein annotations for the maker assembly that is uploaded on NCBI associated with the genome sequence for the manuscript "White shark genome: ancient elasmobranch adaptations associated with wound healing and the maintenance of genome stability."
DOI: 10.5061/dryad.4dh535d/1
title: Data for densities, wild-caught eye size, and lab eye size of Daphnia
DOI: 10.3886/e107943v1-10545
title: Alexithymic traits can explain the association between puberty and symptoms of depression and anxiety in adolescent females

description: Symptoms of internalizing disorders
such as depression and anxiety increase in adolescence, especially in females.
However, gender differences in depression and anxiety symptoms emerge only
after puberty onset. Levels of alexithymia, characterized by difficulties
identifying and describing one’s emotions, are elevated in depression and
anxiety, and fluctuate across adolescence in a gender-specific manner. This
study investigated changes in alexithymia across adolescence, and explored the potential
role of alexithymia in the development of depression and anxiety, separately
for females and males. Accordingly, 140 adolescents aged 11 to 21 years (77
female) completed self-report measures of alexithymia, depression and anxiety,
and pubertal development. For females alone, pubertal maturation was associated
with alexithymic traits (specifically difficulties identifying and describing
feelings), as well as symptoms of depression and anxiety. After accounting for
alexithymia, the relationship between puberty and depression and anxiety was
absent or reduced in females. Thus, alexithymic traits may have differential
consequences for males and females, and possibly contribute towards increased
depression and anxiety symptoms in females during adolescence. We propose that
developmental changes in alexithymia should be considered when studying the
onset and development of internalizing psychological disorders during
adolescence.
DOI: 10.6073/pasta/c8757cef993cb30ef210d17aac828ca7
title: Scale-dependent interactions between tree canopy cover and impervious surfaces reduce daytime urban heat during summer

description: As cities warm and the need for climate adaptation strategies
  increases, a more detailed understanding of the cooling effects of
  land-cover across a continuum of spatial scales will be necessary to
  guide management decisions. We asked how tree canopy cover and
  impervious surface cover interact to influence daytime and nighttime
  summer air temperature, and how effects vary with the spatial scale at
  which land-cover data are analyzed (10, 30, 60 and 90-m radii). A
  bicycle-mounted measurement system was used to sample air temperature
  every 5 m along 10 transects (about 7 km length, sampled 3-12 times
  each) spanning a range of impervious and tree canopy cover (0 to 100%,
  each) in a mid-sized city in the Upper Midwest, USA. Variability in
  daytime air temperature within the urban landscape averaged 3.5
  degreeC (range 1.1 to 5.7 degreeC). Temperature decreased nonlinearly
  with increasing canopy cover, with the greatest cooling when canopy
  cover exceeded 40%. The magnitude of daytime cooling also increased
  with spatial scale, and was greatest at the size of a typical city
  block (60-90 m). Daytime air temperature increased linearly with
  increasing impervious cover, but the magnitude of warming was less
  than the cooling associated with increased canopy cover. Variation in
  nighttime air temperature averaged 2.1C (range 1.2 to 3.0 degreeC),
  and temperature increased with impervious surface. Effects of canopy
  were limited at night; thus, reduction of impervious surfaces remains
  critical for reducing nighttime urban heat. Results suggest strategies
  for managing urban land-cover patterns to enhance resilience of cities
  to climate warming.
DOI: 10.5281/zenodo.2571987
title: Data for figures in "Reproducibility in Benchmarking Parallel Fast Fourier Transform based Applications"

description: FFT benchmark data and Python plotting programs
DOI: 10.5281/zenodo.2571988
title: Data for figures in "Reproducibility in Benchmarking Parallel Fast Fourier Transform based Applications"

description: FFT benchmark data and Python plotting programs
DOI: 10.5517/ccdc.csd.cc14gt1g
title: CCDC 1056915: Experimental Crystal Structure Determination

description: Related Article: Yangxue Li, Haiyang Yu, Feifan Xu, Qiaoyuan Guo, Zhigang Xie, Zhiyong Sun|2019|CrystEngComm|21|1742|doi:10.1039/C8CE01800F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc14gt2h
title: CCDC 1056916: Experimental Crystal Structure Determination

description: Related Article: Yangxue Li, Haiyang Yu, Feifan Xu, Qiaoyuan Guo, Zhigang Xie, Zhiyong Sun|2019|CrystEngComm|21|1742|doi:10.1039/C8CE01800F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zgczs
title: CCDC 1831076: Experimental Crystal Structure Determination

description: Related Article: Balakrishna Aegurula, Rama Krishna Peddinti|2019|Asian J.Org.Chem|8|555|doi:10.1002/ajoc.201800587
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zhq9h
title: CCDC 1832357: Experimental Crystal Structure Determination

description: Related Article: Guang-Zhao Lu, Ning Su, Hui-Qing Yang, Qi Zhu, Wen-Wei Zhang, You-Xuan Zheng, Liang Zhou, Jing-Lin Zuo, Zhao-Xu Chen, Hong-Jie Zhang|2019|Chemical Science|10|3535|doi:10.1039/C8SC05605F
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3886/e108527v1
title: Data_IM_Brazil_Final

description: It is a longitudinal panel of municipalities in Brazil over a period of 8 years from 2005-2012. The data set includes the following variables: infant mortality rate, primary care physicians, Family Health Strategy team, hospital beds, health insurance, female illiteracy, GDP per capita and household facilities (trash collection, electricity, piped water and sewage).
DOI: 10.5517/ccdc.csd.cc1pgyx0
title: CCDC 1563513: Experimental Crystal Structure Determination

description: Related Article: Diana V. Aleksanyan, Svetlana G. Churusova, Zinaida S. Klemenkova, Rinat R. Aysin, Ekaterina Yu. Rybalkina, Yulia V. Nelyubina, Oleg I. Artyushin, Alexander S. Peregudov, Vladimir A. Kozlov|2019|Organometallics|38|1062|doi:10.1021/acs.organomet.8b00867
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.