cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25493/nxn2-05w
title: Simultaneous human intracerebral stimulation and HD-EEG, ground-truth for source localization methods

description: Precisely localizing the sources of brain activity as recorded by EEG is a fundamental procedure and a major challenge for both research and clinical practice. Even though many methods and algorithms have been proposed, their relative advantages and limitations are still not well established. Moreover, these methods involve tuning multiple parameters, for which no principled way of selection exists yet. These uncertainties are emphasized due to the lack of ground-truth for their validation and testing. Here we present the Localize-MI dataset, which constitutes the first open dataset that comprises EEG recorded electrical activity originating from precisely known locations inside the brain of living humans. High-density EEG was recorded as single-pulse biphasic currents were delivered at intensities ranging from 0.1 to 5 mA through stereotactically implanted electrodes in diverse brain regions during pre-surgical evaluation of patients with drug- resistant epilepsy. The uses of this dataset range from the estimation of in vivo tissue conductivity to the development, validation and testing of forward and inverse solution methods. The data descriptor of this dataset is published in *Scientific Data* (Mikulan et al. 2020). The online version of this article can be found here: [https://doi.org/10.1038/s41597-020-0467-x](https://doi.org/10.1038/s41597-020-0467-x).
DOI: 10.25493/qzs6-hy7
title: Human Intracranial EEG Database (HID) [cohort II]

description: The Human Intracranial Database (HID) is a collection of stereotactic electroencephalography (sEEG) data in epileptic patients, performing eight behavioral tasks. The behavioral tasks were used as functional localizers: short and classic task paradigms designed to activate large-scale neural networks involved in language processing (LEC1 and LEC2), verbal and visuo-spatial working memory (MVEB and MVIS), visual attention (VISU), motor behavior (MOTO), high-level visual (MCSE) and auditory perception (AUDI). Furthermore, patients were also recorded during resting state (REST) and a series of tests designed to evaluate wheather specific types of actions can generate artefacts (ARFA). The sEEG data were obtained via several sEEG depth-electrodes (linear arrays with up to 20 contacts) that were implanted in each patient in a stereotactic surgery. Coordinates of the sEEG electrode contacts are provided in the individual brain space of each patient as well as in a reference brain space (MNI icbm 152). Semantically sEEG electrode contacts were linked to brain areas of the MarsAtlas, but can be positioned on the individual anatomy for checking purposes.
DOI: 10.17632/6bytmsty6y.1
title: Data for: Creep characteristics of muddy submarine channel slope instability

description: This data was uploaded for supporting findings in the manuscript entitled “Creep characteristics of muddy submarine channel slope instability”. This data is the sound intensity collected using an SES-2000 acoustic parametric array sub-bottom profiler (Innomar Technologie GmbH, Rostock, Germany), which was installed in the laboratory flume aimed at a fixed shoulder section of the slope to obtain data covering the full channel slope instability process.
DOI: 10.5281/zenodo.5705830
title: MSNovelist: scripts and datasets for validation and de novo discovery.

description: This repository contains all scripts and datasets required to reproduce the validation and the de novo discovery application in the MSNovelist paper. See README.md for details. The MSNovelist software itself is available on Github: https://github.com/meowcat/MSNovelist
DOI: 10.5281/zenodo.5705829
title: MSNovelist: scripts and datasets for validation and de novo discovery.

description: This repository contains all scripts and datasets required to reproduce the validation and the de novo discovery application in the MSNovelist paper. See README.md for details. The MSNovelist software itself is available on Github: https://github.com/meowcat/MSNovelist
DOI: 10.17632/x83f4kkr9v.1
title: Characterization of immune cells in oral tissues of non-human primates

description: In this study, we assess immune cell populations across non-human primate (NHP), Macaca nemestrina oral tissues. Specifically, we assess tissue biopsies (Bx, Unbr) and cytobrushed (CB, Cybr) samples taken from buccal, sublingual, and lingual tonsil tissues. We also assess immune populations across sex and age differences. All samples are measured using flow cytometry to quantify relative cell frequencies as well as normalized cell quantities per tissue mass, or brushing, to assess the overall density of immune cell populations. Immune cells are determined from live, CD45+ leukocytes. Of these leukocytes, we identify CD45+CD3+ T-cells, CD45+CD3-CD20+ B-cells, and CD45+CD3-CD20-CD11c+ antigen-presenting cells (APCs). Finally, we assess subpopulations of T-cells and APCs. T-cells are further delineated as CD45+CD3+CD4+ or CD45+CD3+CD8+. APCs are separated as CD45+CD20-CD11c+CD1a+ Langerhans Cells (LCs) or CD45+CD20-CD11c+CD11b+ submucosal dendritic cells (SMDCs). Considering that the NHP model better represents the human immune system than mouse models, we believe these data can provide important information for understanding oral health. Further, these data can inform the optimal location and delivery strategies for novel oral mucosal vaccination methods.
DOI: 10.17632/8cnyrwz5k4.1
title: Agreement of the vector analysis of four types of bioelectrical impedance technology and agreement of fat and fat-free mass estimates with the dual-energy X-ray absorptiometry values in hemodialysis patients.

description: This study aimed to identify the degree of agreement between the BIVA of four different BIA measurement techniques, as well as to evaluate the degree of agreement between their estimates of fat free mass (FFM) and fat mass (FM) compared to the gold-standard method of dual-energy X-ray absorptiometry (DEXA) in a subgroup of patients without volume overload.
DOI: 10.17632/xbvnv2szch.1
title: Awareness, perceptions and practices of voluntary blood donations in central and northern Tanzania

description: Structured survey questionnaire conducted with residents of Mpanda and Moshi districts in central and Northern Tanzania about their awareness, perceptions and practices of voluntary blood donations. Also, there is data that assesses the amount of blood collected in blood banks in the two districts. Additionally, there is qualitative data that explores opinions and recommendations of stakeholders on the need to improve voluntary blood donations in the two districts.
DOI: 10.5517/ccdc.csd.cc2216mz
title: CCDC 1907790: Experimental Crystal Structure Determination

description: Related Article: Lin Du, Samantha Yee,  Karthik Ramachandran, April Risinger|2020|CSD Communication|||
description: Related Article: Lin Du, Samantha S. Yee, Karthik Ramachandran, April L. Risinger|2020|Nat.Commun.|11|654|doi:10.1038/s41467-019-14277-w
DOI: 10.5517/ccdc.csd.cc227n00
title: CCDC 1913971: Experimental Crystal Structure Determination

description: Related Article: Chao Liu, Kunhui Liu, Chiming Wang, Heyuan Liu, Hailong Wang, Hongmei Su, Xiyou Li, Banglin Chen, Jianzhuang Jiang |2020|Nat.Commun.|11|1047|doi:10.1038/s41467-020-14831-x
DOI: 10.5517/ccdc.csd.cc227n11
title: CCDC 1913972: Experimental Crystal Structure Determination

description: Related Article: Chao Liu, Kunhui Liu, Chiming Wang, Heyuan Liu, Hailong Wang, Hongmei Su, Xiyou Li, Banglin Chen, Jianzhuang Jiang |2020|Nat.Commun.|11|1047|doi:10.1038/s41467-020-14831-x
DOI: 10.5517/ccdc.csd.cc244ygq
title: CCDC 1970963: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc244yhr
title: CCDC 1970964: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.17632/y8drryy2yc.1
title: Characterizing the photochemical sensitivity to emissions and local meteorology of 2 South American megacities : Bogotá, Santiago and the effect of local lockdowns

description: This dataset contains urban vehicle exhaust emission of NO2 and MP2.5 from on-road transportation in Santiago, Chile, for the period March-June 2020; and PM10 exhaust emissions at Bogota, Colombia, for March-April 2020. The data is presented as NetCDF4 files, in Gg/y per cell for each specie and at different hours, gridded with a spatial resolution of 0.01° x 0.01°. Santiago includes three periods: 7, 12 and 19 hours, and Bogota comprises the periods: 5, 12 and 21 hours.
DOI: 10.5517/ccdc.csd.cc27x6w8
title: CCDC 2082700: Experimental Crystal Structure Determination

description: Related Article: Xue Tang, Yuling Wu, Jing Jiang, Huaying Fang, Wu-Jingyun Zhou, Wei Huang, Gu Zhan|2021|Org.Lett.|23|8937|doi:10.1021/acs.orglett.1c03418
DOI: 10.5517/ccdc.csd.cc27x94m
title: CCDC 2082770: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x95n
title: CCDC 2082771: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x96p
title: CCDC 2082772: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x97q
title: CCDC 2082773: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x98r
title: CCDC 2082774: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x99s
title: CCDC 2082775: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x9bt
title: CCDC 2082776: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x9cv
title: CCDC 2082777: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x9dw
title: CCDC 2082778: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x9fx
title: CCDC 2082779: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x9gy
title: CCDC 2082780: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27x9hz
title: CCDC 2082781: Experimental Crystal Structure Determination

description: Related Article: Katy B. Wilson, Hannah S. Nedzbala, Spenser R. Simpson, Megan N. Ericson, Karl S. Westendorff, Mahendra D. Chordia, Diane A. Dickie, W. Dean Harman|2021|Helv.Chim.Acta|104|e2100103|doi:10.1002/hlca.202100103
DOI: 10.5517/ccdc.csd.cc27zfb0
title: CCDC 2084822: Experimental Crystal Structure Determination

description: Related Article: Ju Young Lee, Srinivas Samala, Jiyoung Kim, Eun Jeong Yoo|2021|Org.Lett.|23|9006|doi:10.1021/acs.orglett.1c03549
DOI: 10.17632/z8bh7n5b7d.1
title: A Machine Learning Approach to Map Crystal Orientation by Optical Microscopy, Wittwer et al.

description: This repository contains the data and trained models required to reproduce the results presented in our publication.
DOI: 10.17632/skgxp9vkhd.1
title: Le consentement des parents à participer au financement de l'enseignement de base dans la ville de Bukavu, RD Congo

description: Au lieu que l'enseingnent de base soit gratuit en RDC, il est actuellement financé de manière mixte (parents et gouvernement). Pour ce faire, les parents doivent verser les frais de scolarité. L'objectif de ce papier est d'estimer monétairement la disposition des parents à financer l'enseignement de base ainsi que les facteurs source de cette disposition. Les parents de la ville de Bukavu sont disposés à payer 2,1 $ par mois et par enfant. Ce montant varie avec le lieu de résidence, le sexe, le niveau d’étude, l’État civil, la profession du chef de ménage ainsi qu’avec la performance scolaire des enfants de la famille.
DOI: 10.17632/stfw4w4vjh.1
title: Evidence for increased SARS-CoV-2 susceptibility and COVID-19 severity related to specific pre-existing immunity to seasonal coronaviruses. Wratil et al.

description: Pseudonymized patient record data and raw data from serum antibody measurements in patients with COVID-19 and pre-pandemic donors.
DOI: 10.25493/78kj-603
title: Individual Brain Charting: ARCHI social

description: This dataset contains functional magnetic resonance images (fMRIs) of 12 subjects that examins cognitive functions implicated in social cognition, namely mental abilities linked to the theory-of-mind or social interplay. The paradigm was designed in blocks. The blocks were in turn constituted by a set of trials, each of them containing one event. There were eight types of events, that can be described as follows: (1) watch short movies of triangles, exhibiting a putative social interaction; (2) watch short movies of triangles, displaying random movements; (3-4) interpret silently short stories 2, featuring a false-belief plot; stories were presented as visual (3) or auditory (4) stimuli; (5-6) interpret silently short stories2, featuring a cause-consequence mechanistic plot; stories were presented as visual (5) or auditory (6) stimuli; (7) listen passively to short samples of human voices; and (8) listen passively to short samples of natural sounds. The task was constituted by fifteen blocks per run. Each block included one to eight trials. Trials’ presentation within a block was pseudo-randomized for the session, but fixed for all participants. The duration of the trials ranged between six and eight seconds. A fixation cross was presented between each block between three and six seconds. [https://openfmri.org/dataset/ds000244/](https://openfmri.org/dataset/ds000244/) [https://neurovault.org/collections/2138/](https://neurovault.org/collections/2138/)
DOI: 10.17632/wxw27gz8rj.1
title: Witwatersrand Basin_Mineral and Trace Elements Data

description: The Witwatersrand basin in South Africa comprises unrehabilitated mining waste tailings characterised by unbalanced content of trace elements including Fe, S, Cu, Mn, Cr(t), Zn, Ni, Co, Mo, and P. To assess the quality of soil from the abandoned historical gold mine tailings, the geochemical, pH, and electrical conductivity data were generated from 21 soil samples. The data show a significantly low pH ranging from 1.9 to 5.3 and electrical conductivity ranging from 43 to 679 mS/m. A concentration factor expressed as the ratio of the concentration of trace metals in the samples to the concentration of trace metals in the background soil, used together with geoaccumulation index (Igeo) show that the investigated sites comprise elevated Cu content in the tailings than in the uncontaminated crustal background soil.
DOI: 10.17632/6jgry5n75w.1
title: Two databases of those tested for COVID-19 in the Mexican population until December 24, 2020

description: Two different databases of those tested for COVID-19 in the Mexican population until December 24, 2020, are included. Both databases include age and gender. BMSA Group provided one, while the other comes from the open official data from the Ministry of Health of Mexico. Through comparison and analysis of age and gender distributions, we found that the result of the COVID-19 test is weakly related to such features. We interpret said dependence between those variables as dependence in vulnerability to SARS-CoV-2 infection. The positive test rate shows that the males as the most vulnerable gender and the population aged between 70 and 79 years old is the age group with the higher vulnerability (no matter the gender).
DOI: 10.17632/pkstsyfvg3.1
title: How does fire affect germination of grasses in the Cerrado?

description: This dataset is supplement data used in the "How does fire affect germination of grasses in the Cerrado?"  published in Seed Science Research.

Information about the dataset can be found on the 'README' and 'Metadata' sheet.
DOI: 10.17632/gnkyn99kb2.1
title: Biological flow visualization: Aneurysms and Eyes

description: Videos obtained by the dye injection flow visualization of realistic geometries: aneurysms and eyes. 3D models were reconstructed from tomographies or the Aneurisk dataset repository (AneuriskWeb project website, http://ecm2.mathcs.emory.edu/aneuriskweb. Emory University, Department of Math&CS, 2012)
The project is funded by CONACYT Ciencia de Frontera 2019 - Project number 6358
DOI: 10.17632/hb66dknt5t.2
title: Supplementary Information for Assessing the Impact of Electricity Consumption on Water Resources in the U.S.

description: Sheet 1: Original EWIF results at subregion-level.
Sheet 2: Every county in the contiguous U.S. is assigned to one subregion and one BA using ArcMap software. The geographic centroids of counties are used to determine which subregion each county belongs to.
Sheet 3: EWIF values before and after incorporating electricity transfers.
Sheet 4: County-level SWI values.
Sheet 5: County-level AWARE CF values.
DOI: 10.17632/37686sx627.1
title: Reports

description: Mangroves are coastal ecosystems that, despite providing several goods and services, are threatened by human activities. Climate change adds pressure to the stability of this ecosystem. For instance, sea-level rise can impact salinity levels to which mangroves are adapted. 
In this study, the possible impact of sea-level rise on the spatial distribution of two dominant species in Cau Mau National Park is analyzed.
DOI: 10.17632/d5b5rx6vmf.1
title: STTGMA Matching Dataset

description: This data is connected to the Data in Brief article "Trauma Risk Score Matching for Observational Studies in Orthopedic Trauma Dataset and Code"
DOI: 10.17632/krzv3g6d5f.1
title: InWaterSense Dataset: Data from a wireless sensor network on water quality monitoring in a river in Kosovo

description: The dataset presented here contains data gathered as part of the InWaterSense (inwatersense.uni-pr.edu) project implemented by University of Prishtina supported by the IPA EU grant.
The water quality monitoring in Sitnica river in Kosova is performed through a Wireless Sensor Network (WSN) which supports remote, continuous and real-time measurements for the water quality parameters through its corresponding static sensors. 
These data are those emitted by static sensors of the WSN installed in the river bank Sitnica located in village Plemetin near Kosovo’s capital city Prishtina. Measurements in two points are performed: sensing node 1 (housing) and sensing node 2 (manhole) in a distance of around 100 m from each other. The coordinates of each of the two sensing nodes are given in Table 1. The measurement period covered is almost eight months of continuous measurements in total starting May 2015 to beginning of January 2016. The frequency of measurements is configured to be real-time in intervals of every 10 minutes. Measured data are transmitted via GPRS to the remote server at University of Prishtina.
The raw dataset contains among others the location and the time of a given observation, followed by the value of the single individual parameter observed in the same raw in a structure similar to (location, timestamp, parameter, value). The water quality parameters measured include temperature, electrical conductivity, pH, and dissolved oxygen.
Raw data are also available in another structure better suited for performing analysis: per given location and timestamp, there are values of all parameters observed listed in the same raw in separate individual columns instead of being spread among separate rows (rows-to-columns transformation performed on parameters). The transformed dataset is of structure similar to (location, timestamp, parameter 1, parameter 2, .., parameter n), namely (Node Id, Timestamp, Timestamp as DateTime, Temperature, Conductivity, pH, DissolvedOxygen).
The dataset is useful for the broad scientific community, from environmental engineering to artificial intelligence to the health sector just to mention few. Moreover, practitioners might benefit from this dataset in driving forth the pollution prevention policies and techniques.
DOI: 10.17632/wwm66t8h7r.1
title: Data for: Application of a SWAT   Model for Supporting a Ridge-to-Reef Framework in the Pago Watershed in Guam

description: This study implemented experimental and numerical approaches for supporting the Pago Bay ridge-to-reef management program. 
Water quality tests for turbidity and inorganic dissolved nitrogen (IDN) were performed using water samples collected from four sites within the Pago Watershed. Water sampling has been conducted two times per week for a 9-week period (June 9, 2021–August 4, 2021). The additional sampling is performed to investigate storm implications on water quality by comparing water quality data from before and after storms. 
Historical daily precipitation, temperature, and discharge data were used for developing a SWAT model.
DOI: 10.17632/y5g3kffbg9.1
title: AAV plasminds sequences-Optimized protocols for efficient gene editing in hepatocytes in vivo using CRISPR-Cas9 technology 

description: The sequences of the plasmids constructed in the protocol