cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/pykbtg7wn5
title: Revealing the Impact of Urban Form on COVID-19 Based on Machine Learning: Taking Macau as an Example（training set data）

description: This is a training set for machine learning.The content of this training set is related to the published paper "Revealing the Impact of Urban Form on COVID-19 Based on Machine Learning: Taking Macau as an Example".This research is based on the image synthesis technology of machine learning, and an urban morphology map is generated through the footprint heat map of the COVID-19 epidemic.First, the heatmap of the COVID-19 epidemic footprint is used as training set A, and the corresponding urban morphology map of Macau Peninsula is used as training set B. Then, a conditional generative adversarial network (CGAN) is implemented for training. In the image translation using training set A and training set B, the generator and the discriminator are allowed to play against each other, thus improving the quality of the generated pictures and realizing the ability to generate urban morphology maps .
The experimental materials are shown in Figure 1. In the processing of the Macau map, in order to simplify the data, various elements in the map were represented in different colors and presented in the form of color pictures. In this study, five colors were used to represent the elements on the map: roads and squares are red (R = 255, G = 0, B0), green spaces are green (R = 200, G = 215, B = 158), water is blue (R = 158, G = 188, B = 216), buildings are white (R = 255, G = 255, B = 255), and land is black (R = 0, G = 0, B = 0). These five colors represent most of the content in the city map. The footprint hotspot data of the COVID-19 epidemic were generated by researchers from the statistics of the footprint report of a total of 500 patients in Macau (from mid-June to early July 2022), which was fully disclosed by the Macau Health Bureau. The addresses of the footprints were mainly registered according to the building of residence. Despite the longest residence time and the highest risk of carrying the virus, due to personal privacy, some private itineraries were not officially announced. Therefore, this study could only screen the footprints of a total of 3265 confirmed patients on the Macau Peninsula. Then, the addresses were converted into latitude and longitude coordinates using Google Maps API Web Services, before being input into ArcGIS Pro to generate hotspot data. Since CGAN requires paired datasets for training, in order to make the data correspond one-to-one, they were uniformly corrected into the Observatorio Meteorologico 1965 Macau Grid.
DOI: 10.25582/data.2024-02.3045660/2524485
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/5nhprssyh9
title: OnsetDys

description: Speech comprehension has been proposed to critically rely on oscillatory cortical tracking, that is, phase alignment of neural oscillations to the slow temporal modulations (envelope) of speech. Speech-brain entrainment is readjusted over time as transient events (edges) in speech lead to speech-brain phase realignment. Auditory behavioral research suggests that phonological deficits in dyslexia are linked to difficulty in discriminating speech edges. Importantly, research to date has not specifically examined neural responses to speech edges in dyslexia. In the present study, we used MEG to record brain activity from normal and dyslexic readers while they listened to speech. We computed phase locking values (PLVs) to evaluate phase entrainment between neural oscillations and the speech envelope time-locked to edge onsets. In both groups, we observed that edge onsets induced phase resets in the auditory oscillations tracking speech, thereby enhancing their entrainment to speech. Importantly, dyslexic readers showed weaker PLVs compared to normal readers in left auditory regions from ~0.15 s to ~0.65 s after edge onset. Our results indicate that the neural mechanism that adapts cortical entrainment to the speech envelope is impaired in dyslexia. These findings here are consistent with the temporal sampling theory of developmental dyslexia.
DOI: 10.17632/nfd8h39yyt
title: Data for: Sulfur isotope study of sulfides in CI, CM, C2ung chondrites and volatile-rich clasts - evidence for different generations and reservoirs of sulfide formation.

description: This excel files contains the isotopic compositions and element compositions of the sulfides that were analyzed.
DOI: 10.25582/data.2024-02.3045711/2524486
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/vzp8k263ph
title: Data for: Comparison of during-bloom and inter-bloom brevetoxin and saxitoxin concentrations in Indian River Lagoon bottlenose dolphins, 2002-2011

description: ELISA data for STX and PbTx
DOI: 10.17632/g2shdsbtgt
title: Primate amygdalo-nigral pathway for boosting oculomotor action in motivating situations

description: This zip file contains the source data, post-processed data, and the program files to create figures in the manuscript. Tested system MATLAB Version: 9.3.0.713579 (R2017b) Operating System: Mac OS X Version: 10.12.6 Build: 16G1114 Java Version: Java 1.8.0_121-b13 with Oracle Corporation Java HotSpot(TM) 64-Bit Server VM mixed mode Statistics and Machine Learning Toolbox Version 11.2 (R2017b)
DOI: 10.17632/893rcc6m8y
title: Factor and machine learning model results in Meizhou, China

description: Relevant data and results used in the article
DOI: 10.25582/data.2024-02.3045712/2524487
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/4fmddjnpy6
title: LINF_070017200

description: Lipoate-protein ligase-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/k375knzjjk
title: Agriculture data

description: This data we used for research
DOI: 10.17632/6x8r2kt6ky
title: AXL cooperates with EGFR to mediate neutrophil elastase-induced migration of prostate cancer cells. Zhiguang Xiao et al.

description: Original, unprocessed western blots
DOI: 10.25582/data.2024-02.3045714/2524488
title: Data for EMSL Project 60257 from February 2024
DOI: 10.25582/data.2024-02.3045772/2524489
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/wy83pkrmsp
title: Data for: Ag-Catalyzed Selective Fluorination of 6-Substituted 2-Amionpyrazines

description: The revised files are submited here.
DOI: 10.25582/data.2024-02.3045780/2524490
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/4dndf537zb
title: The Healthy Air Dataset: Spatiotemporal air quality forecasting

description: Air quality data were acquired from the Air Quality Monitoring Network consisting of seven air pollution monitoring datasets. The raw data contains means of several recorded data over a period from May to August 2018. The air quality dataset includes hydrogen sulfide (H2S), Sulfur dioxide (SO2), Ozone (O3), Nitrogen Dioxide (NO2), and Carbon Monoxide (CO) in ppm. This dataset can be used for air quality modeling, spatiotemporal analysis, and air quality assessment analysis.
DOI: 10.17632/rv4m76tpvk
title: The effects of GAI on learning outcomes

description: A meta-analysis
DOI: 10.25582/data.2024-02.3045785/2524491
title: Data for EMSL Project 60257 from February 2024
DOI: 10.25582/data.2024-02.3045799/2524492
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/6zgywk4jjx
title: UDEL Blood Rheology AUG18

description: SS, SAOS, Step up/down LAOS, UDLAOS
DOI: 10.17632/rkrhmydn6z
title: Faial July1998 selected events

description: Original seismograms dataset of the 688 selected events of the July 1998 seismic swarm that struck Faial and Pico islands, in the Azores archipelago. The 688 dataset correspond to the best constrained hypocenters, that were used in the 3D tomographic modelling of the area of Dias et al. (2007), and comprises a file hyo688.out with the location of each event and corresponding P and S waves travel time picks and waveform file all SEISAN/nordic format. A file STATION0.HYP containing the seismic stations coordinates and the 1D model of Matias et al. (2007) is also provided in nordic format.
DOI: 10.15468/dl.38ea8u
title: Occurrence Download

description: A dataset containing 1388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Profenusa pygmaea (Klug, 1816)"
 ]
}

 The dataset includes 1388 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001562-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yrdmc8fw4j
title: Uncropped Blots Related to Pathmanathan et al, B cell linker protein (BLNK) is a novel regulator of Met receptor signaling and trafficking in non-small cell lung cancer 

description: Uncropped Blots related to Pathmanathan et al, B cell linker protein (BLNK) is a novel regulator of Met receptor signaling and trafficking in non-small cell lung cancer.
DOI: 10.17632/g7jxt3jyhc
title: humanized antibody

description: As human anti-mouse antibody (HAMA) response is caused by murine antibodies in humans, the usage of this kind of antibody has been limited. With the development of antibody engineering techniques, it became possible to decrease even further the murine part of antibodies by replacing the hypervariable loops of a fully human antibody with the hypervariable loops of the murine antibody of interest, using an approach called complementarity-determining region (CDR) grafting. These antibodies, called ‘humanized antibodies’, are 85–90% human and are even less immunogenic than chimeric antibodies.
DOI: 10.25582/data.2024-02.3045800/2524493
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/zzyrgzcwdp
title: A study of investigating promiscuity of the CDR3 region of a TCR, Huisman W. et al.

description: raw data for each figure
DOI: 10.25582/data.2024-02.3045801/2524494
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/3x24tzn3tc
title: Data for: Enormous Thermal Anomaly around the Spreading Center of Southwestern Okinawa Trough

description: our measured temperatures for each site
DOI: 10.25582/data.2024-02.3045812/2524495
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/znwjwhkr76
title: additional geological field data of Northern Dobrogea

description: photos from the field with tectonic indicators and structural data. 
Data could be useful for geologists and structural geologists. it is indicating the geographical coordinates of the places. all the photos are oriented.  it could facilitate the preparation of the field and are valuable additional illustrations for a paper.
DOI: 10.25582/data.2024-02.3045814/2524496
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/9xghgm3pt3
title: Data for: Menu Engineering to Encourage Sustainable Food Choices when Dining Out: An Online Trial of Priced-Based Decoys

description: Data for study 2
DOI: 10.17632/pjwzhw8s2x
title: Environmental Risk Factors and Their Different Effects in Depressive Symptoms of Left-behind Children in Rural China Compared with Non-left-behind Children

description: These data were obtained from a questionnaire regarding the relationship between environmental risk factors and depressive symptoms among Left-behind and Non-left-behind Children in Rural China.
DOI: 10.17632/fphjpz7nfn
title: Data for: Distribution of Adhesive Layer in Class II Composite Resin Restorations Before/After Interproximal Matrix Application

description: Objectives: This study aimed to morphologically investigate the distribution of the adhesive layer when placed prior, or subsequent, to matrix positioning in direct-bonded Class II RBC restorations. An additional aim was to evaluate possible differences when using two-step (CSE, Clearfil SE Bond2) or one-step adhesive system (CU, Clearfil Universal Bond Quick). Methods: Standardized mesio-occlusal and disto-occlusal cavities were prepared on 20 human molars. Teeth were randomly allocated to two protocols according to the positioning of contoured sectional metal matrices before (M-&gt;A, n=10), or after adhesive application (A-&gt;M, n=10). Both adhesive systems were additioned with crystal violet dye (CV, 10 vol%). Specimen sections were evaluated using optical and scanning electron microscopy (SEM). Microshear bond strength test (μ-SBS) of CV-additioned adhesives was performed on enamel and dentin of 12 additional molars. Rods of CV-additioned adhesives were subjected to three-point bend test (3PB). Results: M-&gt;A produced a layer of adhesive both on tooth-restoration interface and on external restoration surfaces in contact with the matrix. A-&gt;M produced a thin layer of adhesive on external tooth surfaces, well beyond cavity and RBC restoration margins. In all restorations, excess RBC material with uneven margins was observed protruding over the cervical margin. μ-SBS: CV addition showed a 10-fold reduction in adhesion forces when CU+CV was used on dentine. 3PB: CSE yielded higher flexural strength values than CU. CV addition reduced flexural strength of CSE.
DOI: 10.25582/data.2024-02.3045816/2524497
title: Data for EMSL Project 60257 from February 2024
DOI: 10.25582/data.2024-02.3045817/2524498
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/55by8493dz
title: Paper correlations

description: These files have been analysed for writing the paper "An exploratory study about the relationship between rewards appreciation in games and Self-Determination Theory’s basic psychological needs satisfaction".
The folder includes:
- excel data set complete
- SPSS file
DOI: 10.17632/xbn3smxjgr
title: Partition analysis data-attitude

description: This dataset is the responding time and results of an implicit attitude measure for adolescents. The purpose is to use partition analysis to identify participants with homogeneity for data analysis.
DOI: 10.25582/data.2024-02.3045818/2524499
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/gkc557ssvp
title: Using soft X-ray tomography for rapid whole-cell quantitative imaging of SARS-CoV-2-infected cells. A study of Loconte et al. 

description: Understanding the mechanisms of viral diseases calls for techniques to analyze three-dimensional cell architecture at high resolution and speed. Rapid imaging with soft X-ray tomography visualizes SARS-CoV-2 induced cellular remodeling at the whole cell level, opening avenues to analyze in statistically significant numbers virus-cell interactions and efficacy of antiviral drugs. 
These datasets are reconstructed 3D volumes obtained by soft X-ray tomography on HEK293T-ACE2 cells, accompanying publication "Using soft X-ray tomography for rapid whole-cell quantitative imaging of SARS-CoV-2-infected cells" of Loconte et al. in Cell Reports Methods. The data is organized in folders depending on the time after infection, each SXT dataset is individual *.mrc file.
DOI: 10.25582/data.2024-02.3045819/2524500
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/dzk6frrs69
title: BerkeleyGW: A massively parallel computer package for the calculation of the quasiparticle and optical properties of materials and nanostructures

description: Abstract BerkeleyGW is a massively parallel computational package for electron excited-state properties that is based on the many-body perturbation theory employing the ab initio GW and GW plus Bethe–Salpeter equation methodology. It can be used in conjunction with many density-functional theory codes for ground-state properties, including PARATEC, PARSEC, Quantum ESPRESSO, SIESTA, and Octopus. The package can be used to compute the electronic and optical properties of a wide variety of material syste... Title of program: BerkeleyGW Catalogue Id: AELG_v1_0 Nature of problem The excited state properties of materials involve the addition or subtraction of electrons as well as the optical excitations of electron-hole pairs. The excited particles interact strongly with other electrons in a material system. This interaction affects the electronic energies, wavefunctions and lifetimes. It is well known that ground-state theories, such as standard methods based on density-functional theory, fail to correctly capture this physics. Versions of this program held in the CPC repository in Mendeley Data AELG_v1_0; BerkeleyGW; 10.1016/j.cpc.2011.12.006 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/p69zdtrrh6
title: Data for: DDFS3D: a set of open-source codes leveraging hybrid 3D displacement discontinuity method and fictitious stress method to simulate fractures

description: Supplementary material for the paper entitled: "DDFS3D: a set of open-source codes leveraging hybrid 3D displacement discontinuity method and fictitious stress method to simulate fractures". This supplementary material contains three components: a) the user manual of DDFS3D (S1), b) source codes of DDFS3D (S2), and c) three numerical examples to verify the triangular element (S3). The input and output files of the numerical examples presented in the master paper and supplementary file S3 are included in the respective folders of supplementary file S2. We highly encourage users to explore secondary development based on DDFS3D, which can enlarge the DDFS community and advance the application of DDFS.
DOI: 10.17632/svhvwtxtzh
title: CPU Exponential Rosenbrock Methods

description: Matlab programs that are used in article "Efficient exponential Rosenbrock methods till order four" by B. Cano and M. J. Moreta

For questions or enquiries about the programs, please contact M. J. Moreta: mjesusmoreta@ccee.ucm.es
DOI: 10.17632/hdtx2w4mzc
title: Data For: Towards Simulated Magnetic Processing of Heavy Mineral Sands on Auto-SEM-EDS Equipment

description: Supplementary data for: "Towards Simulated Magnetic Processing of Heavy Mineral Sands on Auto-SEM-EDS Equipment" (Magnetic Susceptibility Indices for 145 minerals) published in Minerals Engineering.
Hypothesis: Magnetic Susceptibility Indices are a better predictor of processability than liberation.
Notable Findings: Magnetic Susceptibility Indices are better at predicting the processability of heavy mineral sands concentrate streams than liberation. Furthermore, association data can be gleaned from magnetic susceptibility indices.
DOI: 10.17632/nvj2ygmsg7
title: LINF_350034000

description: protein kinase
Leishmania infantum (strain JPCM5)
DOI: 10.25582/data.2024-02.3045837/2524501
title: Data for EMSL Project 60257 from February 2024
DOI: 10.17632/zd7z7j78r3
title: LINF_090006900

description: ATG8/AUT7/APG8/PAZ2; Leishmania infantum (strain JPCM5)
DOI: 10.17632/fk5v8n726c
title: Dataset of the Individual Problems and Strengths scale (IPS): A clinical sample

description: Raw data on the Individual Problems and Strength scale (IPS) that is a part of the Systemic Therapy Inventory of Change (STIC) system, in addition to some demographic variables. Totally 841 clients participating in couple and family therapy was recruited from 2010 until 2016. The data display the clients individual level of distress when they entered their first therapy session. Data are provided in CSV and SAV (SPSS) format.

The data is described in detail in the article, Data on the Individual Problems and Strengths Scale from the Systemic Therapy Inventory of Change. Clinical samples from Norway.
DOI: 10.17632/pvwcn4d2gh
title: Psychological and Physiological Thermal Effects of Biophilic Built Environment using Virtual Reality: A Pilot Study for Certified Green Building

description: Datasets used in the manuscript titled “Psychological and Physiological Thermal Effects of Biophilic Built Environment using Virtual Reality: A Pilot Study for Certified Green Building”. This study conducted a controlled experiment testing the psychological and Physiological thermal effects from visual stimuli of indoor environments incorporating natural elements (biophilic design) in certified green offices. This study used a virtual reality (VR) image of a certified green office emphasizing biophilic design, while measuring the physical environmental parameters, the participants’ subjective thermal perceptions, and physiological parameters (heart rate: HR, heart rate variability: HRV, salivary alpha-amylase activity: sAA) in the neutral and high temperature greenhouses (NTG and HTG, respectively). Air temperature, air velocity, relative humidity, globe temperature, and outdoor temperature were measured and used for calculating other thermal environmental indices (SET*, operative temperature, mean radiant temperature). The thermal perceptions were measured with self-report questionnaires (thermal sensation: TS, hot-cold sensation: HC, warm-cool sensation: WC, humid sensation: HS, thermal comfort: TC) in the Likert scale and the visual analog scale (VAS). HR, HRV (RMSSD, nHF, LF/HF), sAA were used as the indices of autonomic nervous activity. A total of 47 participants were recruited first, then two participants were excluded due to recording equipment failure, which makes the final number of participants 45. Participants were divided into two groups such as the control group only viewing VR images of the non-biophilic office, and the treatment group viewing VR images including the image for a biophilic office. Each participant stayed in greenhouses for 4 times: (1) NTG aiming at SET* 24℃ first (NTG1), followed by (2) HTG aiming at SET* 30℃ (HTG1), followed by (3) NTG for the second time (NTG2), then (4) HTG for the second time (HTG2). The control group viewed the same non-biophilic VR image in all 4 greenhouse sessions. The treatment group viewed the same non-biophilic VR image in NTG1, HTG1, NTG2, then the biophilic VR image in HTG2. The subjective thermal evaluation in the high temperature condition indicated that participants’ group viewing a biophilic VR image felt significantly cooler and more comfortable than the control group. By using the hot-cold sensation evaluation values, we estimated that the psychological cooling effect of the biophilic VR image was equivalent to 1.66℃, saving HVAC cooling energy up to 12.6% among thermal climate zones ranging from Cold Humid to Very Hot Humid. In this study, however, the physiological parameters were not different between the control and treatment groups. This study demonstrated the potential benefits of practical biophilic design improving occupant’s thermal comfort levels and saving building energy.
DOI: 10.17632/5ftxp9s9wy
title: Mrs.

description: There are 15 instances for hybrid flow-shop scheduling problem with unrelated machine, each instance has five processing stages. The files name are also the name of the instances, for each instance file, there are many lines to describe the processing. The row with two data shows the processing stage and the number of processing equipment in this stage.The row with two data indicates the processing stage and the number of processing equipment in this stage. According to the number of processing equipment in this stage, the processing data corresponding to the number of rows will follow. One line describes the processing data of one equipment. Data in accordance with the processing time, unit energy consumption to explain the processing of each workpiece in this stage. The last two data of this line show the unit standby energy consumption and on-off energy consumption of this equipment.For more detailed description, please look instance file j15c5a1.txt.
DOI: 10.25582/data.2024-02.3045839/2524502
title: Data for EMSL Project 60257 from February 2024
DOI: 10.25582/data.2024-02.3045843/2524503
title: Data for EMSL Project 60257 from February 2024