cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4068466
title: Learning Naturalistic Structure: Processed fMRI dataset

description: This data was obtained from OpenNeuro as ds001545. We would like to thank the authors for their generosity in sharing their data, and we point interested users towards their paper describing its acquisition: Aly M, Chen J, Turk-Browne NB, & Hasson U (2018). Learning naturalistic temporal structure in the posterior medial network. Journal of Cognitive Neuroscience, 30(9): 1345-1365. <br> <strong>Experimental design</strong> In this dataset, subjects were scanned while watching repeated presentations of intact and scrambled clips from Wes Anderson's 2014 film, <em>The Grand Budapest Hotel</em>. Scrambled clips were presented in either a 'fixed' (i.e., consistent scrambling from run to run) or 'random' (i.e., random scrambling from run to run) condition. An overview of the experimental design is shown in this figure from Aly and colleagues (2018) <strong>Preprocessing</strong> After downloading from OpenNeuro using DataLad, data was preprocessed using fMRIPrep 1.5.0rc1. A complete transcript of the fMRIPrep processing is available as a README file in the repository. Post-processing was performed using Nilearn. Briefly, functional files were masked with the fMRIPrep-derived brain mask and trimmed to discard non-steady state volumes. Please see the README for further details.
DOI: 10.22003/xfel.eu-data-002159-00
title: Tracing electron rearrangement upon absorption of very intense X-ray pulses
DOI: 10.17632/txk32bkvyd.1
title: Data for: Pore structure and fractal characteristics of tight sandstones: a case study from Yanchang Formation, Ordos Basin, China

description: This dataset gives the original experiment data for mercury intrusion porosimetry (MIP) for tight sandstones.
DOI: 10.21227/rann-gz45
title: Face Recognition Data Files for dlib

description: Face recognition data files for paper L. Ou, S. Liao and Z. Qin, "FaceIDP: Face-IDentification Privacy under the Compressed Sensing Framework," submitted to IEEE Transactions on Computers, 2020.
DOI: 10.21227/8wfw-fj48
title: Latency measurments API gateway

description: This dataset contains requests execution times for comparison of direct requests and requests via API gateway to test API.
DOI: 10.21227/3j5p-2j35
title: Robust Cardiac Rate Detection of an Individual

description: Radar devices can be used to monitor vital signs, such as respiratory and cardiac rates. For this purpose, the phase of an echo signal received from the chest or back of a human is usually used; subsequently, respiratory rate detection (RRD) and cardiac rate detection (CRD) can be achieved by estimating two fundamental frequencies corresponding to the respiratory and cardiac rates, respectively. However, the interference caused by undesirable terms would inevitably be induced in an echo signal; thus, the cardiac rate information contained in the phase of the received signal is often smeared and destroyed. Among several sources of interference such as high-order harmonics of respiratory rate, random body movement of an individual, and system noise, the body movement of an individual is the most critical for reliable CRD, making it a very challenging task. To address this problem, we herein propose a new framework comprising four steps: 1) RRD via differentiation and spectrum analysis for an unwrapped phase of received signal, 2) coarse detection of cardiac rate candidates, 3) selection of three promising candidates for the desired cardiac rate based on a histogram of several candidates, and 4) determination of the desired cardiac rate via a fuzzy logic rule-based method. In experiments using 7.29 GHz impulse-radio ultrawideband radar hardware, we observed that our proposed framework is capable of performing accurate and robust real-time CRD even in the presence of body movement.
DOI: 10.5281/zenodo.4068487
title: Datasets 4-1 4-2 4-5 to 4-12,

description: These results are from the rail demo of 5G-PICTURE (www.5g-picture-project.eu). For more details see Deliverable D6.3 where there are also plotted figures. Dataset 4-1 This dataset is generated by a computer model. The modulation and coding scheme (MCS) of a mmWave link<br> between an access point (AP) and a station (STA) mounted on the roof of a train is plotted as a function of the<br> distance between AP and STA. The IEEE 802.11ad single-carrier technology is assumed, and typical conditions<br> when the range is approximately 350 m – in other words the lowest MCS, MCS1 can be supported up to<br> this distance. The MCS takes integer values in range 1 to 12. Dataset 4-2<br> This dataset is generated by the same computer model as dataset 1. In this case we plot the predicted data<br> rate (at the application layer in Gbps) and SNR (in dB). In the simulation we assume SNR requirements of an<br> ideal AWGN channel and adjust the link budget to align with the typical range observed in the field. The SNR<br> is also capped at a maximum value of 25dB commensurate with a real device. Datasets 4-5 to 4-12<br> This is a measured dataset from field testing of the Rail Demo. In the field test the train drives from one end of<br> the test network to the other (over approximately 2km).<br> Traffic (TCP iperf3) is generated within each trackside mmWave AP and sent to the train STAs when an association<br> has been established. The datasets include measurement performed by the two STA of a single train<br> node (TN), labelled ‘Train-1’. One STA has a radio facing forwards and one is facing backwards (see deliverable<br> D6.3). These form the two datasets for each parameter. When a STA is not associated (i.e. has no<br> mmWave link) the parameter is not recorded since no data packets are received. The following parameters<br> are captured: Datasets 4-5 and 4-6<br> The modulation and coding scheme (MCS) of a mmWave link between an AP and each STA is logged. Datasets 4-7 and 4-8<br> The SNR is logged. SNR is measured in dB. Datasets 4-9 and 4-10<br> The sector ID here indicates which beam has been chosen by the TN radios when receiving packets. A STA<br> maintains a beambook of 13 directional beams, and a beamforming protocol identify the best beam to use.<br> The Sector ID is an integer from 1 to 13. Low beam numbers are close to boresight, whilst the highest numbers<br> (up to 13) imply beam steering up to 45 degrees away from boresight. Odd numbers represent pointing to the<br> left and even number point to the right. Datasets 4-11 and 4-12<br> This plots the received data rate by each STA at the application layer (TCP iperf3). Unit Mbps.
DOI: 10.5281/zenodo.4068486
title: Datasets 4-1 4-2 4-5 to 4-12,

description: These results are from the rail demo of 5G-PICTURE (www.5g-picture-project.eu). For more details see Deliverable D6.3 where there are also plotted figures. Dataset 4-1 This dataset is generated by a computer model. The modulation and coding scheme (MCS) of a mmWave link<br> between an access point (AP) and a station (STA) mounted on the roof of a train is plotted as a function of the<br> distance between AP and STA. The IEEE 802.11ad single-carrier technology is assumed, and typical conditions<br> when the range is approximately 350 m – in other words the lowest MCS, MCS1 can be supported up to<br> this distance. The MCS takes integer values in range 1 to 12. Dataset 4-2<br> This dataset is generated by the same computer model as dataset 1. In this case we plot the predicted data<br> rate (at the application layer in Gbps) and SNR (in dB). In the simulation we assume SNR requirements of an<br> ideal AWGN channel and adjust the link budget to align with the typical range observed in the field. The SNR<br> is also capped at a maximum value of 25dB commensurate with a real device. Datasets 4-5 to 4-12<br> This is a measured dataset from field testing of the Rail Demo. In the field test the train drives from one end of<br> the test network to the other (over approximately 2km).<br> Traffic (TCP iperf3) is generated within each trackside mmWave AP and sent to the train STAs when an association<br> has been established. The datasets include measurement performed by the two STA of a single train<br> node (TN), labelled ‘Train-1’. One STA has a radio facing forwards and one is facing backwards (see deliverable<br> D6.3). These form the two datasets for each parameter. When a STA is not associated (i.e. has no<br> mmWave link) the parameter is not recorded since no data packets are received. The following parameters<br> are captured: Datasets 4-5 and 4-6<br> The modulation and coding scheme (MCS) of a mmWave link between an AP and each STA is logged. Datasets 4-7 and 4-8<br> The SNR is logged. SNR is measured in dB. Datasets 4-9 and 4-10<br> The sector ID here indicates which beam has been chosen by the TN radios when receiving packets. A STA<br> maintains a beambook of 13 directional beams, and a beamforming protocol identify the best beam to use.<br> The Sector ID is an integer from 1 to 13. Low beam numbers are close to boresight, whilst the highest numbers<br> (up to 13) imply beam steering up to 45 degrees away from boresight. Odd numbers represent pointing to the<br> left and even number point to the right. Datasets 4-11 and 4-12<br> This plots the received data rate by each STA at the application layer (TCP iperf3). Unit Mbps.
DOI: 10.17909/t9-mraa-cd37
title: Mapping the Escape Fraction of Ionizing Photons Using Resolved Stars (UVESCAPE)

description: The UVESCAPE team has demonstrated a new method for measuring the escape fraction of ionizing photons using HST imaging of resolved stars in NGC 4214, a local analog of high-z starburst galaxies that are thought to be responsible for cosmic reionization. Specifically, they forward model the UV through near-IR spectral energy distributions of ~83,000 resolved stars to infer their individual ionizing flux outputs using the Bayesian Extinction And Stellar Tool (BEAST; Gordon et al. 2016). They constrain the local escape fraction by comparing the number of ionizing photons produced by stars to the number that are either absorbed by dust or consumed by ionizing the surrounding neutral hydrogen in individual star-forming regions. They find substantial spatial variation in the escape fraction (0-40%). Integrating over the entire galaxy yields a global escape fraction of 25% (+16% / -15%). This value is much higher than previous escape fractions of zero reported for this galaxy. They discuss sources of this apparent tension, and demonstrate that the viewing angle and the 3D ISM geometric effects are the cause. If one assumes that NGC 4214 has no internal dust, like many high-z galaxies, they find an escape fraction of 59% (an upper limit for NGC 4214). This is the first non-zero escape fraction measurement for UV-faint (M_FUV) = -15.9 galaxies at any redshift, and supports the idea that starburst UV-faint dwarf galaxies can provide a sufficient amount of ionizing photons to the intergalactic medium. The team has made their catalog of stellar ionizing fluxes available as a High Level Science Product.
DOI: 10.6084/m9.figshare.13056242.v1
title: Number of Providers Trained

description: This explains the number of nurses trained to perform water swallow test
DOI: 10.6084/m9.figshare.13056242
title: Number of Providers Trained

description: This explains the number of nurses trained to perform water swallow test
DOI: 10.5066/f7g44nhf
title: Transcriptional response to West Nile virus infection in the zebra finch (Taeniopygia guttata), a songbird model for immune function: Data

description: The data set contains paired-end, 100 nucleotide long RNA sequencing reads for each sample. Raw sequencing reads ranged from 18-30million reads per sample. Quality trimmed reads were mapped to the Zebra Finch reference genome with an average of 79.0-80.8% mapping rate, corresponding to 18,618 Ensembl gene IDs. Of these, 14,114 genes averaged at least 5 mapped reads across all samples and were utilized for differential expression (DE) analyses. DE analyzed two ways: as pairwise comparisons between treatments to identify specific genes with DEseq2 and as a time course grouping genes into expression paths with EBSeqHMM.
DOI: 10.5066/p9wcscdk
title: Impact of the oral Sylvatic Plague Vaccine on Non-target Small Rodents: Data

description: In 2013, a large blinded, paired placebo-controlled field trial for the prairie dog oral sylvatic plague vaccine started in the Western US. On 17 paired plots, vaccine and placebo plots, small rodents were trapped annually for 3-5 consecutive nights (when weather allowed). Up on capture, we documented the trap numbers and the processed animals. We noted standard biological information (species, sex, age) and took samples (fleas, blood, hair and whiskers). When logistics allowed we also trapped diurnal animals. Hair and whisker samples were taped to a transparent sheet and scored for the presence (high dose 1, low dose 2) or absence (0) of Rhodamine B fluorescence (RB dataset)
DOI: 10.5517/ccdc.csd.cc13bxly
title: CCDC 1023390: Experimental Crystal Structure Determination

description: Related Article: Rajni Swamy V, Ravikumar C|2021|J.Mol.Struct.|1225|129313|doi:10.1016/j.molstruc.2020.129313
DOI: 10.5517/ccdc.csd.cc20cr27
title: CCDC 1858328: Experimental Crystal Structure Determination

description: Related Article: Xiaocheng Li, Jiejie Liu, Dandan Li, Dandan Liu, Xiaohe Tian, Qiong Zhang, Shengli Li, Jieying Wu, Yupeng Tian|2020|Dyes Pigm.|184|108790|doi:10.1016/j.dyepig.2020.108790
DOI: 10.5517/ccdc.csd.cc21qg4d
title: CCDC 1898413: Experimental Crystal Structure Determination

description: Related Article: P. Saravana Kumar, S. Ciattini, C. Laura, Kuppanagounder P. Elango|2020|J.Mol.Liq.|317|113970|doi:10.1016/j.molliq.2020.113970
DOI: 10.5517/ccdc.csd.cc23hbml
title: CCDC 1951159: Experimental Crystal Structure Determination

description: Related Article: Spartak S. Khutsishvili, Gulnur N. Chernysheva, Igor B. Rozentsveig|2020|Struct.Chem.|31|1793|doi:10.1007/s11224-020-01540-w
DOI: 10.5517/ccdc.csd.cc240xtx
title: CCDC 1967099: Experimental Crystal Structure Determination

description: Related Article: Brett Baker, Christopher J. Cockram, Swar Dakein, Jonathan M. DeMaria, David M. George, Kaycie R. Malyk, Mormie Joseph F. Sarno, Allan Jay P. Cardenas|2021|J.Mol.Struct.|1225|129122|doi:10.1016/j.molstruc.2020.129122
DOI: 10.5517/ccdc.csd.cc240xvy
title: CCDC 1967100: Experimental Crystal Structure Determination

description: Related Article: Brett Baker, Christopher J. Cockram, Swar Dakein, Jonathan M. DeMaria, David M. George, Kaycie R. Malyk, Mormie Joseph F. Sarno, Allan Jay P. Cardenas|2021|J.Mol.Struct.|1225|129122|doi:10.1016/j.molstruc.2020.129122
DOI: 10.5517/ccdc.csd.cc240xwz
title: CCDC 1967101: Experimental Crystal Structure Determination

description: Related Article: Brett Baker, Christopher J. Cockram, Swar Dakein, Jonathan M. DeMaria, David M. George, Kaycie R. Malyk, Mormie Joseph F. Sarno, Allan Jay P. Cardenas|2021|J.Mol.Struct.|1225|129122|doi:10.1016/j.molstruc.2020.129122
DOI: 10.5517/ccdc.csd.cc240xy1
title: CCDC 1967103: Experimental Crystal Structure Determination

description: Related Article: Brett Baker, Christopher J. Cockram, Swar Dakein, Jonathan M. DeMaria, David M. George, Kaycie R. Malyk, Mormie Joseph F. Sarno, Allan Jay P. Cardenas|2021|J.Mol.Struct.|1225|129122|doi:10.1016/j.molstruc.2020.129122
DOI: 10.5517/ccdc.csd.cc240xx0
title: CCDC 1967102: Experimental Crystal Structure Determination

description: Related Article: Brett Baker, Christopher J. Cockram, Swar Dakein, Jonathan M. DeMaria, David M. George, Kaycie R. Malyk, Mormie Joseph F. Sarno, Allan Jay P. Cardenas|2021|J.Mol.Struct.|1225|129122|doi:10.1016/j.molstruc.2020.129122
DOI: 10.5517/ccdc.csd.cc240xz2
title: CCDC 1967104: Experimental Crystal Structure Determination

description: Related Article: Brett Baker, Christopher J. Cockram, Swar Dakein, Jonathan M. DeMaria, David M. George, Kaycie R. Malyk, Mormie Joseph F. Sarno, Allan Jay P. Cardenas|2021|J.Mol.Struct.|1225|129122|doi:10.1016/j.molstruc.2020.129122
DOI: 10.5517/ccdc.csd.cc240y04
title: CCDC 1967105: Experimental Crystal Structure Determination

description: Related Article: Brett Baker, Christopher J. Cockram, Swar Dakein, Jonathan M. DeMaria, David M. George, Kaycie R. Malyk, Mormie Joseph F. Sarno, Allan Jay P. Cardenas|2021|J.Mol.Struct.|1225|129122|doi:10.1016/j.molstruc.2020.129122
DOI: 10.5517/ccdc.csd.cc24w44b
title: CCDC 1992281: Experimental Crystal Structure Determination

description: Related Article: Doris E. Braun, Thomas Gelbrich, Volker Kahlenberg, Ulrich J. Griesser|2020|Cryst.Growth Des.|20|6069|doi:10.1021/acs.cgd.0c00777
DOI: 10.25326/qpd7-hn41
title: Atmospheric simulation chamber study: gamma-terpinene + NO3 - Gas-phase oxidation - product study

description: The dataset of this DOI was not consistent
DOI: 10.6084/m9.figshare.13056293.v1
title: Untitled Item

description: CFID dataset for QM9 molecules
DOI: 10.5066/f7x92968
title: SPV field trials bait uptake data

description: These data were collected as part of a field trial to test the effectiveness of a sylvatic plague vaccine (see Rocke et al., 2017 for details). Vaccine and control plots were selected randomly from the available pairs at each location. Baits containing Rhodamine B, a biomarker, were distributed at each plot. At least 1 week and no more than 2 months post-baiting each year, local collaborators captured, marked, and sampled prairie dogs. Hair and whisker samples were collected from up to 50 unique prairie dogs from each plot each year. Sex, age, weight, and the identity of all current-year and prior-year recaptures were recorded for each captured animal. In the laboratory, hair/whiskers were assessed for the presence of Rhodamine B which fluoresces under UV light. The presence of RB fluorescence indicated bait consumption.
DOI: 10.6084/m9.figshare.12613496
title: In vivo whole-cell recordings_Naive females

description: In vivo voltage-clamp recordings from auditory cortex of isoflurane-anesthetized naive females.<br>Attached excel sheet details file names, holding potentials, stimulus set, and notes.<br>Recordings for Schiavo et al. (2020) - Figure 2g-j
DOI: 10.6084/m9.figshare.12613496.v2
title: In vivo whole-cell recordings_Naive females

description: In vivo voltage-clamp recordings from auditory cortex of isoflurane-anesthetized naive females.<br>Attached excel sheet details file names, holding potentials, stimulus set, and notes.<br>Recordings for Schiavo et al. (2020) - Figure 2g-j
DOI: 10.6084/m9.figshare.12613496.v1
title: In vivo whole-cell recordings_Naive females

description: In vivo voltage-clamp recordings from auditory cortex of isoflurane-anesthetized naive females.<br>Attached excel sheet details file names, holding potentials, stimulus set, and notes.<br>Recordings for Schiavo et al. (2020) - Figure 2g-j
DOI: 10.6084/m9.figshare.13056233
title: cig_2020_poster_emmanuel_njinju.pdf

description: The impact of a plume head beneath the lithosphere generally results in intense melting of plume materials, producing large igneous provinces (LIPs; White & McKenzie, 1995) such as in the Eastern Branch of the East African Rift (EAR; Alayew & Gibson, 2009). However, the Western Branch of the EAR is characterized by limited and sparse magmatism and the melt source is contentious. Geochemical studies of past eruptions of the Rungwe Volcanic Province (RVP) in the Western Branch, indicate plume signatures (elevated mantle potential temperatures; Rooney et al., 2011 and high 3He/4He; Hilton et al., 2011). The plume signatures of the RVP remain enigmatic, mainly because the volcanism is highly localized, unlike the LIP in the Eastern Branch. We use 3D geodynamics models to investigate plume-lithosphere interactions beneath the RVP, to better understand the sources of the enigmatic plume signatures.
DOI: 10.6084/m9.figshare.13056233.v1
title: cig_2020_poster_emmanuel_njinju.pdf

description: The impact of a plume head beneath the lithosphere generally results in intense melting of plume materials, producing large igneous provinces (LIPs; White & McKenzie, 1995) such as in the Eastern Branch of the East African Rift (EAR; Alayew & Gibson, 2009). However, the Western Branch of the EAR is characterized by limited and sparse magmatism and the melt source is contentious. Geochemical studies of past eruptions of the Rungwe Volcanic Province (RVP) in the Western Branch, indicate plume signatures (elevated mantle potential temperatures; Rooney et al., 2011 and high 3He/4He; Hilton et al., 2011). The plume signatures of the RVP remain enigmatic, mainly because the volcanism is highly localized, unlike the LIP in the Eastern Branch. We use 3D geodynamics models to investigate plume-lithosphere interactions beneath the RVP, to better understand the sources of the enigmatic plume signatures.
DOI: 10.25345/c5878f
title: MassIVE MSV000086241 - Quantitative Proteomics Reveals UGA-independent Mis-incorporation of Selenocysteine throughout Escherichia coli Proteome
title: LC-MS/MS based shotgun proteomics data of E. coli grew in standard M9 minimal medium, sulfur-depleted medium and selenite medium. We detected selenocysteine mis-incorporation in selenite group and compared its proteome changes with M9 and sulfur-depleted group. Files beginning with letter M, N and S are data sets of M9, sulfur-depleted, and selenite group respectively. There are 4 biological replicates in each group, and 3 technical replicates in each biological replicate.
DOI: 10.6073/pasta/77a10b4444a1a1735c3687a055fe6038
title: 2012 growing season water table depth in common gardens:Specialization, maintenance of diversity and ecosystem consequences of growth defense trade-offs in a model system, the hyper-diverse willow communities of Cedar Creek

description: Cedar Creek includes a diversity of habitats, which support an astonishing number of species (15) from a single evolutionary lineage: the willow family (Salicaceae). The physiological tolerances and abiotic mechanisms that maintain natural diversity in this hyper-diverse system are beginning to be understood; the role of biotic interactions, however, remains a major gap in understanding. We hypothesize that insect herbivory plays a critical role in niche partitioning, providing an important explanation for high willow diversity. Using a replicated series of common gardens and insect herbivore manipulations in resource rich and resource poor habitats, we are testing for evolved trade-offs between defense investment and growth rate. We expect specialized plant syndromes to emerge along the continuum from ???herbivore escape??? via fast growth in high resource environments to ???anti-herbivore protection??? via heavy investment in defense in low resource environments. Evolved growth/defense strategies that promote diversity are also likely to have ecosystem consequences due to foliar chemical influences on decomposition and the composition and diversity of the insect communities they support. The proposed research takes advantage of natural diversity, providing an important model system at Cedar Creek.