cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.35077/ace-cap
title: 190319_JH_HK0121_PlexinD1LSLflp_VISp_parietal_male

description: An essential step toward a comprehensive understanding of brain function is to establish a cellular-resolution structural framework upon which multiscale and multi-modal information spanning molecules, cells, circuits, systems and behavior can be registered, integrated, interpreted and mined. Dr. Huang and Arlotta will lead the Center to produce two complementary cell atlases integrated within a digital Common Coordinate Framework of the mouse brain: 1) a Brainwide Cell Transcriptome Atlas of unprecedented scale and resolution, integrated with 2) an in-depth Forebrain Projection Neuron Atlas that combines comprehensive anatomic and molecular information.
description: projection
description: DATASET METADATA: title:'190319_JH_HK0121_PlexinD1LSLflp_VISp_parietal_male', GeneralModality:'anatomy/morphology', Technique:'STPT' SPECIMEN METADATA: LocalID:'190319_JH_HK0121_PlexinD1LSLflp_VISp_parietal_male', Species:'mouse', NCBITaxonomy:'NCBI:txid10090', Age:'11', Ageunit:'Weeks', Sex:'Male', OrganName:'Brain', Locations:'VISa' INSTRUMENT METADATA: MicroscopeType:'Two Photon', MicroscopeManufacturerAndModel:'TissueVision' IMAGE METADATA: yAxis:'right-to-left', zAxis:'anterior-to-posterior', Number:'1,2,red,green', displayColor:'(1.0, 0.0, 0.0),(0.0, 1.0, 0.0)', stepSizeX:'1 micron/pixel', stepSizeY:'1 micron/pixel', stepSizeZ:'50 micron/pixel'
DOI: 10.35077/ace-car
title: 190214_JH_HK0102_Fezf2LSLflp_PL_male

description: An essential step toward a comprehensive understanding of brain function is to establish a cellular-resolution structural framework upon which multiscale and multi-modal information spanning molecules, cells, circuits, systems and behavior can be registered, integrated, interpreted and mined. Dr. Huang and Arlotta will lead the Center to produce two complementary cell atlases integrated within a digital Common Coordinate Framework of the mouse brain: 1) a Brainwide Cell Transcriptome Atlas of unprecedented scale and resolution, integrated with 2) an in-depth Forebrain Projection Neuron Atlas that combines comprehensive anatomic and molecular information.
description: projection
description: DATASET METADATA: title:'190214_JH_HK0102_Fezf2LSLflp_PL_male', GeneralModality:'anatomy/morphology', Technique:'STPT' SPECIMEN METADATA: LocalID:'190214_JH_HK0102_Fezf2LSLflp_PL_male', Species:'mouse', NCBITaxonomy:'NCBI:txid10090', Age:'10', Ageunit:'Weeks', Sex:'Male', OrganName:'Brain', Locations:'PL' INSTRUMENT METADATA: MicroscopeType:'Two Photon', MicroscopeManufacturerAndModel:'TissueVision' IMAGE METADATA: yAxis:'right-to-left', zAxis:'anterior-to-posterior', Number:'1,2,red,green', displayColor:'(1.0, 0.0, 0.0),(0.0, 1.0, 0.0)', stepSizeX:'1 micron/pixel', stepSizeY:'1 micron/pixel', stepSizeZ:'50 micron/pixel'
DOI: 10.17632/f84pvrf935.1
title: Video Playback

description: We hypothesize that the addition of video playback will lead to a greater improvement in laparoscopic technique when compared to verbal feedback alone. Participants were randomized to either verbal feedback only (control) or verbal feedback and watching their video recording (intervention). Each participant completed the five FLS exercises using a laparoscopic box trainer while being observed by the faculty evaluator, timed, and video recorded. Baseline Global Operative Assessment of Laparoscopic Skills (GOALS) assessment was completed by participants and faculty evaluator immediately after verbal feedback was given. Following time for the intervention the participant repeated the FLS exercises while being timed and, following completion was scored again by faculty and self-scored using the GOALS assessment. In addition, all participants also completed a non-validated pre- and post-test survey to gauge their comfort with laparoscopic skills and provide feedback on video playback as an educational tool.
DOI: 10.17632/2bzxx4wr3v.1
title: Appendix-Cgk

description: Dataset for calculating the Cgk index
DOI: 10.17632/zcm58jkzp9.2
title: Deep mutational scanning identifies SARS-CoV-2 Nucleocapsid escape mutations of currently available rapid antigen tests. Frank et al. Data02

description: Each antibody dataset is related to a specific reference dataset. Below are samples grouped with their specific reference datasets.

Sample ID	Sample Info
211116_3	N_Library4_Reference_01
211116_4	N_Library5_Reference_01
211116_5	N_Lib4_R040
211116_6	N_Lib5_R040
	
211215_1	N_Library5_Reference_02
211215_2	N05_R040
211215_3	N05_MM05
211215_6	N05_MM08
211215_7	N05_NAb3
	
220104_06	N_Lib05_Reference_03
220104_07	N05_C518
220104_08	N05_C524
220104_09	N05_C706
220104_12	N05_2F4
220104_13	N05_3C3
	
220215_29	N05_Reference_04
220215_02	N05_RC17602
220215_04	N05_RC17604
220215_06	N05_R004
220215_14	N05_1C1
220215_16	N05_1A7
220215_22	N05_mAb1
220215_24	N05_mAb2
	
220225_03	N05_Reference_05
220225_07	Ab166
DOI: 10.17632/v3jwyg7rcx.1
title: Mouse WOI Stroke Data

description: Baseline imaging of two mice for five minutes on 11/18/22 ('201118') right before photothrombosis to left somatosensory cortex (2.2mm left and 0.5mm anterior to bregma with a 0.5mm spot size). Same imaging performed on same two mice for five minutes three days later 11/22/20 ('201122'). Each MATLAB file is 156 x 156 x 20160 representing pixels x pixels x frames. Each frame consists of an image of the dorsal cortical surface of each Thy1-GCaMP6f expressing mouse. Framerate of acquisition was 16.8Hz per LED channel. Four sequential LED channels were used; blue (470nm) for GCaMP6 excitation, green (530nm), yellow (590nm), and red (625nm) for hemoglobin spectroscopy. Data processing and analytic tools described in Brier and Culver (BioRxiv, April 2021).
DOI: 10.17632/xpc6vjr8gb.1
title: OrgAlkCalc.py:  Estimation of organic alkalinity quantity and acid-base properties titration dataset

description: Organic alkalinity (OrgAlk) titration data collected using modified Global Ocean Acidification Observing Network (GOA-ON) total alkalinity (TA) titration apparatus is presented in this data article. This titration data was processed using OrgAlkCalc.py, a bespoke Python based non-linear least squares curve fitting program that estimates the quantity and associated acid-base properties of OrgAlk. This allows user to provide estimations of the concentrations and apparent dissociation constants of OrgAlk for inclusion in carbonate system calculations where TA is an input parameter, with the aim to minimize OrgAlk associated error propagation to calculated parameters. The reuse potential of data presented is through its use in user familiarization with OrgAlkCalc.py, allowing carbonate chemistry researchers who utilize GOA-ON TA titration apparatus to gain insights into the quantity and acid-base properties of OrgAlk.
DOI: 10.17632/ktgwchw4n4.1
title: Functional map of SARS-CoV-2 3CL protease reveals tolerant and immutable sites. Iketani et al.

description: Raw datasets and blot for Iketani et al 2022, Cell Host Microbe (Functional map of SARS-CoV-2 3CL protease reveals tolerant and immutable sites).
DOI: 10.17632/bpm8ns4jg2.1
title: DINÂMICA ESPAÇO-TEMPORAL DA TEMPERATURA DE SUPERFÍCIE PARA O ESTADO DA BAHIA, UTILIZANDO SENSORIAMENTO REMOTO

description: O Estado da Bahia possui mais de 80% da sua área inserida na região semiárida, caraterizada pelas altas temperaturas, e longos períodos de baixos índices pluviométricos, como reflexo dessas condições climáticas, essa região é propícia a eventos de seca. Tendo em vista essa questão, o sensoriamento remoto torna-se um instrumento fundamental na obtenção e análise de dados aplicados a grandes áreas, permitindo o acompanhamento das tendências desse fenômeno. A partir dessa problemática, esse trabalho teve por objetivo mapear a dinâmica espaço-temporal da Temperatura de Superfície (LST) para as mesorregiões do Estado da Bahia, durante os últimos vinte anos, e correlacioná-la com os dados de precipitação do Centro de Previsão de Tempo e Estudos Climáticos do Instituto Nacional de Pesquisas Espaciais (CPTEC/INPE). Para isso, foram obtidas as imagens do LST Day do produto MOD11A2 do MODIS/TERRA, utilizadas rotinas computacionais na linguagem R e software de Sistemas de Informações Geográficas (SIG), o QGIS, para processamento das imagens e produção dos mapas. Os resultados mostraram que a Temperatura de Superfície Terrestre foram mais acentuadas nas mesorregiões do Vale do São Francisco e Extremo Oeste Baiano. Já o Sul Baiano foi uma das mesorregiões que apresentou menores temperaturas de superfície para a série histórica, podendo ser resultado da conservação da vegetação típica do bioma Mata Atlântica na região e das altas precipitações pluviométricas. Com a produção cartográfica e análises geoestatísticas dessa variável foi possível avaliar a distribuição espaço-temporal no período estudado.
DOI: 10.34740/kaggle/dsv/4025720
title: BD_curso_py
DOI: 10.17632/76gfc5cfc6.2
title: Data for Arnqvist et al 2022

description: This is a single ZIP file containing primary data for the paper " Concerted evolution of metabolic rate, economics of mating, ecology, and pace of life across seed beetles", published in Proceedings of the National Academy of Sciences, by Göran Arnqvist, Johanna Rönn, Christopher Watson, Julieta Goenaga and Elina Immonen.
DOI: 10.17632/nzczdzj89m.1
title: Differences between Asian Americans and Pacific Islanders with Cutaneous Melanoma: A Retrospective Cohort Analysis of 1,339 Cases

description: Supplemental methods and results
DOI: 10.17632/b2355vnrdw.1
title: RGC-patchseq

description: We characterized the transcriptome, electrophysiologies and morphologies of 472 high-quality RGCs using Patch-seq.
DOI: 10.17632/7ky2jbjwtn.2
title: A Stance Dataset with Aspect-based Sentiment Information from Indonesian COVID-19 Vaccination-related Tweets

description: The dataset was collected using Twitter API services for specific keywords posted for ten months, starting from January 2021 to October 2021. The data has been filtered for non-Bahasa (Indonesia language), non-target-related, spam, and duplication. There are two labeling processes: stance and aspect-based sentiment. Three annotators manually labeled the sample data and used the majority vote strategy for the final class label. In our annotation strategy, for stance labeling, each annotator was asked to annotate the individual tweets as "Favor", "Against", or "Neutral" for COVID-19 vaccination programs in Indonesia. While for aspect-based sentiment labeling, each tweet has been annotated into seven predetermined aspects of the COVID-19 vaccination, namely "Services", "Implementation", "Apps", "Costs", "Participants", "Vaccine-products", and "General". Each predetermined aspect will have two possible sentiment values, between "Positive" and "Negative".
DOI: 10.34740/kaggle/dsv/4033331
title: Mahanagar Yatayat Dataset
DOI: 10.34740/kaggle/dsv/4033305
title: Query Based Agricultural Data System (QuADS)
DOI: 10.17632/mb6ktp52cd.2
title: Reliability and Normative Data of The Knee Extensors' Rate of Force Development Among Healthy Participants

description: Using a fixed HHD (microfet2) and 3D printed adapter, we assessed the knee extensor muscles in a seated position at the edge of a treatment bed. 
The participants performed three maximum isometric knee extension trials. Out of them, the peak force, mean force , early phase Rate of Force Development, and late phase Rate of Force Development(0-100ms and 0-200ms, respectively). 
Test-retest, intra-rater reliability, was measured with three timepoints. T1, T2 (30 minutes after T1), and T3 (a week after T1)

1= Males
2= Females
DOI: 10.17632/s3jtdhjdbs.1
title: Supplementary data for Michaelis et al., 'Protein import motor complex reacts to mitochondrial misfolding by reducing protein import and activating mitophagy'

description: Supplementary data for Michaelis et al., 'Mitochondrial import loss induces mitophagy without membrane depolarization'. We hypothesized that inhibition of mitochondrial protein import induced mitophagy independent of mitochondrial depolarization. This dataset contains raw Illumina sequencing data for all samples from a genome-wide CRISPR/Cas9 screen for mitophagy regulators. The genome-wide library is Brunello from Doench et al Nat Biotechnol. 2016. We found that the pre-sequence translocase-associated motor complex PAM controls mitophagy induction. Loss of PAM caused a loss in protein import and was sufficient to induce mitophagy without depolarization.
The samples have been sequenced on an Illumina NextSeq 500 in single end mode with 75+8 cycles.
DOI: 10.17632/wmd6kycys2.2
title: Effect of Tai Chi Exercise Versus Pilates on Dynamic Balance and Gait in Elderly - A Comparative Study

description: Background: Elderly people within the society face plenty of physical & medical problems which make them more at risk of deconditioning & confined to their home and a few of them are impaired mobility, falls, impaired cognition, incontinence, etc. Out of this, falls are common & complex geriatric syndrome. Falls and poor bone health are major causes of disability and accidental home deaths in the older population. Aim: To study the effect of Tai chi exercises versus Pilates on dynamic balance and Gait in elderly. Methodology: A comparative study was conducted on 36 elderly subjects. Subjects were selected according to inclusion criteria & exclusion criteria. The pre assessment was taken before intervention & post assessment was taken after intervention by using TUG, Tinetti Balance Assessment Tool and Cadence. Participants were randomly divided into two groups with n=18 in each group. Group A received Tai chi exercise while Group B received Pilates exercise. The treatment was given for 6 weeks ,3 days/week. Statistical analysis was carried out using paired & unpaired t test. Results: Tai chi & Pilates exercise was effective on improving dynamic balance and Gait in elderly. on intergroup comparison using unpaired t test, there was no significant difference between effect of Tai chi & Pilates exercises (TUG p value =0.1739), (Tinetti p value =0.3378), (Cadence p value=0.3433) which implies both exercises were equally effective on improving dynamic balance & gait in elderly. Conclusion: Tai chi & Pilates were equally effective on improving dynamic balance & gait in elderly, except both could not improve walking velocity as gait improves in qualitatively manner.
DOI: 10.17632/65wxym9w9w.1
title: SPH_DATA

description: A clinical dataset, namely Shandong Provincial Hospital Database (SPH) containing five 24-hour ambulatory ECG recordings with a sampling frequency of 200 HZ was used. All recordings were from patients with atrial fibrillation. The dataset was divided into atrial fibrillation and non-atrial fibrillation groups and was labeled by experts. The program was approved by the Ethics Committee of Shandong Provincial Hospital.
DOI: 10.6073/pasta/a85bcb20e753746f26a0f84ef6384192
title: Small Mammal Trapping Data for Assateague Island, MD 1978

description: This is raw trapping data from a survey of small mammals along 21 transects on the Maryland portion of Assateague Island during the summer of 1978.
DOI: 10.6084/m9.figshare.14410582
title: Filtration efficiency of a large set of COVID-19 face masks commonly used in Brazil

description: The use of face masks is mandatory in public places in many countries to slow the spread of the COVID-19 pandemic. In developing countries, homemade masks with varying techniques and fabrics are used on the streets. On these fabric masks, the protection against SARS-CoV-2 varies significantly. The most common mask types are N95, surgical masks, and homemade nonwoven and cotton masks. The performance of 227 different face masks used in Brazil was evaluated to quantify their breathability and filtration efficiency (FE) for airborne particles. FE values were measured using NaCl aerosol particles sized from 60 to 300 nm and at 300 nm, minimum efficiency. The differential pressure drop over the mask and the FE<sub>min</sub> at 300 nm was used to calculate the mask Quality Factor (QF). The N95 masks showed the highest FE<sub>60-300</sub>, around 0.98, and a QF of 13.2 KPa<sup>−1</sup>, and were considered the reference for evaluating homemade masks performance. Surgical masks have an FE<sub>60-300</sub> of 0.89, with a good QF of 15.9 KPa<sup>−1</sup>. Nonwoven masks showed an average FE<sub>60-300</sub> of 0.78, with an excellent QF of 24.9 KPa<sup>−1</sup>, and can be regarded as the best material for homemade masks. The most commonly used material for homemade masks, cotton fabrics, showed significant variability in FE<sub>60-300</sub>, ranging from a low 0.20–0.60, with a low QF of 1.4 KPa<sup>−1</sup>. Masks always reduce droplets and aerosols emitted by COVID-19 symptomatic and asymptomatic persons, reducing SARS-CoV-2 contamination. Copyright © 2021 American Association for Aerosol Research
DOI: 10.6084/m9.figshare.14410582.v1
title: Filtration efficiency of a large set of COVID-19 face masks commonly used in Brazil

description: The use of face masks is mandatory in public places in many countries to slow the spread of the COVID-19 pandemic. In developing countries, homemade masks with varying techniques and fabrics are used on the streets. On these fabric masks, the protection against SARS-CoV-2 varies significantly. The most common mask types are N95, surgical masks, and homemade nonwoven and cotton masks. The performance of 227 different face masks used in Brazil was evaluated to quantify their breathability and filtration efficiency (FE) for airborne particles. FE values were measured using NaCl aerosol particles sized from 60 to 300 nm and at 300 nm, minimum efficiency. The differential pressure drop over the mask and the FE<sub>min</sub> at 300 nm was used to calculate the mask Quality Factor (QF). The N95 masks showed the highest FE<sub>60-300</sub>, around 0.98, and a QF of 13.2 KPa<sup>−1</sup>, and were considered the reference for evaluating homemade masks performance. Surgical masks have an FE<sub>60-300</sub> of 0.89, with a good QF of 15.9 KPa<sup>−1</sup>. Nonwoven masks showed an average FE<sub>60-300</sub> of 0.78, with an excellent QF of 24.9 KPa<sup>−1</sup>, and can be regarded as the best material for homemade masks. The most commonly used material for homemade masks, cotton fabrics, showed significant variability in FE<sub>60-300</sub>, ranging from a low 0.20–0.60, with a low QF of 1.4 KPa<sup>−1</sup>. Masks always reduce droplets and aerosols emitted by COVID-19 symptomatic and asymptomatic persons, reducing SARS-CoV-2 contamination. Copyright © 2021 American Association for Aerosol Research
DOI: 10.17632/j3ffnp56v8.3
title: Redefinable Planar Microwave Passive Devices Enabled by Thermal Controlled VO2/Cu Hybrid Matrix

description: This is the original data of Redefinable Planar Microwave Passive Electronics Enabled by Thermal Controlled VO2/Cu Hybrid Matrix and responses.
DOI: 10.17632/7hxwsddhbg.2
title: Effects of Communication Style Anthropomorphic Setting and Individual Difference on Older Adults using Voice Assistants in the Context of Health

description: Experimental questionnaire data
DOI: 10.6073/pasta/d51f778a70ee140dbbcecd10b02348ff
title: Fish Counts and Lengths in South Bay and Hog Island Bay, Virginia 2012-2018

description: Sampling of small fish in South Bay (west of Wreck Island) and Hog Island Bay was conducted using seine nets. Individual fish were identified and their length measured. Note: after June 2015 bare sites were no longer sampled.
DOI: 10.17632/fswngn4c5x.1
title: Jason-2 Coastal Product_Halmahera Sea

description: These data were read for Halmahera Sea site and saved in .mat.
PISTACH data were collected from Achieving, Validating, and Interpretation of Satellite Oceanography (AVISO) data team. The ALES data were obtained from JPL Physical Oceanography DAAC and developed by the UK National Oceanography Centre.
DOI: 10.17632/fw286mn4k7.1
title: Time of CTA after BD

description: Time-dependent outcomes of computed tomography angiography after clinically apparent brain death
DOI: 10.17632/2d3jr8y7j6.1
title: The efficacy and safety of oral minocycline combined with photobiomodulation therapy for rosacea with erythema

description: Compared with minocycline alone, it evaluates the efficacy and safety of oral minocycline combined with photobiomodulation therapy for rosacea with erythema. It mainly links to RSSs, PGA, RosaQoL, DLQI four scales from baseline to 8 weeks treatment, also includes deidentified individual participants data, study protocol and so on.
DOI: 10.17632/psm3xpnmk7.1
title: LINF_310014400

description: ras-like small GTPase | RAB GTPase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/wtp5s63m46.1
title: LINF_310014500

description: amino acid permease 3 | arginine transporter | AAP3 | aap3 4.7
Leishmania infantum (strain JPCM5)
DOI: 10.17632/8mr5hzfmzy.1
title: LINF_310014000

description: lipase | LIP2
Leishmania infantum (strain JPCM5)
DOI: 10.17632/y3468wmbmp.1
title: LINF_310013500

description: c2 domain protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/gvmw3649nx.1
title: Avifaunal data for evaluating efficacy of zoning for recreation in Mabira Central Forest Reserve, Uganda

description: The main file (Avif_Main) contains raw data from the independent double-observer point count method used and GPS records of the points surveyed.  The other six files contain DOBSERV input data. Of these, the files MMF_Detect and SSF_Detect were used to generate observer-specific detection probabilities. The files labelled M_SpRichness, MF_SpRichness, S_SpRichness, and SF_SpRichness were the input files used to generate species richness estimates for the sites M, MF, S, and SF respectively.
DOI: 10.17632/j8hvpnstyk.1
title: Export diversification and economic growth

description: The dataset was utilised to examine the impact of export diversification on economic growth in Sub-Saharan Africa. A total of 43 countries over a period of 19 years were taken into account.
The research hypothesis for this study is: Export concentration constrains economic growth in Sub-Saharan Africa. 
The data for macroeconomic variables considered in the study were drawn from the World Development Indicators' database. Then data for measuring the extent of export diversification were drawn from the International Monetary Funds' Herfindahl-Hirschman Index database. Lastly, data to measure the quality of governance were drawn from the Worldwide Governance Indicators' database. 
The study measured the log of GDP per capita growth as the dependent variable- and export diversification and,
 governance index (index of the six components of governance), foreign direct investment, domestic investment as the main explanatory variables - whereas trade policy, trade openness were included as control variables. Furthermore, the study tested for  a u-shaped pattern  between export diversification and economic growth in the region and thus an additional variable was included InExDsq to achieve this objective.
The results suggest that export diversification is  still low in Sub-Saharan Africa and consequently impact negatively on economic growth in the region. This is evidenced by the negative coefficient of export diversification.
DOI: 10.17632/rjw47j38r2.1
title: A neutralizing epitope on the SD1 domain of SARS-CoV-2 Spike targeted following infection and vaccination. Seow et al

description: Data S1: Deuterium uptake values for the 321 Spike peptides whose HDX was followed. 
Data S2: Deuterium uptake plots for peptides whose HDX was followed.
DOI: 10.17632/hfyh54hxzz.3
title: Fast Modelling of Vegetated Flow and Sediment Transport over Mobile Beds Using Shallow Water Equations with Anisotropic Porosity

description: The data are the numerical solutions and errors in different cases by the present model.
DOI: 10.17632/fsdp5dnbcx.1
title: LINF_310015400

description: sodium stibogluconate resistance protein
Leishmania infantum (strain JPCM5)