cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ybcs4mjp6d
title: Fisher information and Shannon entropy of Rock friction experiment

description: SHIVA_combined.csv: Fisher information Measure (FIM) and Shannon Entropy Power (SEP) of the timeseries of Friction coefficient in the rock shearing experiment of Spagnuolo et al. (2015) 
LHVR_combined.csv: Fisher information Measure (FIM) and Shannon Entropy Power (SEP) of the timeseries of Friction coefficient in the rock shearing experiment of Hung et al. (2019) 
Code_forFIM_SEP.f90: This is the code written in Fortran for the calculation of Fisher information and Shannon entropy. The corresponding author of this script is Michele Lovallo (michele.lovallo@alice.it).

Columns:
   time (s)             : time in the unit of second
   friction coefficient : friction coefficient 
   time (ms)            : time in the unit of millisecond
   moving window        : the size of moving window for calculating FIM and SEP
   SEP                  : Shannon Entropy Power
   FIM                  : Fisher Information Measure
   trial                : Code for a specific experiment/test
   rock type            : Rock type

    
Reference:
Hung, C.-C., Kuo, L.-W., Spagnuolo, E., Wang, C.-C., Toro, G. D., Wu, W.-J., et al. (2019). Grain Fragmentation and Frictional Melting During Initial Experimental Deformation and Implications for Seismic Slip at Shallow Depths. Journal of Geophysical Research: Solid Earth, 124(11), 11150–11169. https://doi.org/10.1029/2019JB017905
Spagnuolo, E., Plümper, O., Violay, M., Cavallo, A., & Di Toro, G. (2015). Fast-moving dislocations trigger flash weakening in carbonate-bearing faults during earthquakes. Scientific Reports, 5(16112), 1–11. https://doi.org/10.1038/srep16112
DOI: 10.17632/zgxmxnn82w
title: Magnesium isotope constraints on contributions of recycled oceanic crust and lithospheric mantle to generation of intraplate basalts in a big mantle wedge

description: Data for the manuscript entitled Magnesium isotope constraints on contributions of recycled oceanic crust and lithospheric mantle to generation of intraplate basalts in a big mantle wedge. The dataset include major, trace and Sr-Nd isotopic data, and parameters and results for modelling
DOI: 10.17632/zj6rf5ytyp
title: LINF_290013500

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/2mfzds3mmv
title: Dynamics of Lnp1, ATL1 and a luminal ER marker in cells depleted for EXT1

description: Dynamics of Lnp1 in control Cos7 cells Dynamics of Lnp1 in EXT1 k.d. Cos7 cells Dynamics of ATL1 in control Cos7 cells Dynamics of ATL1 in EXT1 k.d. Cos7 cells Photoactivation of the PA-KDEL-GFP marker in control Cos7 cells Photoactivation of the PA-KDEL-GFP marker in EXT1 k.d. Cos7 cells
DOI: 10.17632/2ppvghzgzp
title: Data for publication titled "Anti-pollution skincare: Research on effective ways to protect skin from particulate matter"

description: Title: Anti-pollution skincare: Research on effective ways to protect skin from particulate matter Authors: Jongeun Lee, MD, Se Jin Oh, MD, Sewon Park, MD, Ji-Hye Park, MD, PhD and Jong Hee Lee, MD, PhD
DOI: 10.17632/643rgkftv2
title: A study of Notch-mediated lactate metabolism regulated myeloid cell development through Hes1/MCT2/c-Jun axis. Zhao JL et al.

description: All raw western blots and analysis data have been deposited at Mendeley data.
DOI: 10.17632/6h99nwbdpn
title: Recognition Memory Data

description: Individual data for a recognition memory test with checkerboard-like stimuli, response options were old-very sure, old-sure, old- unsure, new-unsure, new-sure and new-very sure
DOI: 10.17632/72tv59bwpm
title: Parenting during the COVID-19 Pandemic in Portugal: The Mediating Role of Work-Family Guilt in the Relationship between Self-compassion and Mindful Parenting in a sample of working mothers 

description: Dataset of a study exploring the mediating role of work interference on family guilt (WIFG) and family interference on work guilt (FIWG) in association with parents’ self-compassion and mindful parenting during the COVID-19.
DOI: 10.17632/b9yxskd9fw
title: Data for: Liraglutide promotes the angiogenic ability of human umbilical vein endothelial cells through the JAK2/STAT3 signaling pathway

description: research data
DOI: 10.17632/bdtkms7by4
title: IDR-Targeting Compounds Suppress HPV Genome Replication via Disruption of Phospho-BRD4 Association with DNA Damage Response Factors

description: The dataset includes raw images used in the Mol. Cell revision (MOLECULAR-CELL-D-23-00513).
DOI: 10.17632/c8br5yzz4f
title: SODIP steps

description: Combining methods to conduct a systematic review and propose a conceptual and theoretical framework in socio-environmental research
DOI: 10.17632/d7ths5vd94
title: LINF_360011700

description: DnaJ domain-containing protein | JDP20 | J20
Leishmania infantum (strain JPCM5)
DOI: 10.17632/dfrxj839p8
title: The application of the spot the difference teaching method in clinical skills training for residents

description: the raw data of the spot the difference teaching method in clinical skills training for residents
DOI: 10.17632/fy2ksyxxf2
title: Self-aeration of supercritical water flow rushing down artificial vegetated stepped chutes

description: Supporting data used to create all figures in the paper
DOI: 10.17632/hdhk6cttdm
title: LINF_280018300

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/nb8k522vwz
title: Crop Clamp Data Repository

description: Full Design Files for AgMeq Laboratory's Crop Clamp
DOI: 10.17632/nxd45snz7g
title: Raw data-Evaluation of a multiparametric MRI radiomic-based approach for stratification of equivocal PI-RADS 3 and upgraded PI-RADS 4 prostatic lesions

description: raw data of the research work
DOI: 10.17632/nzhhft2zfy
title: Data for: A critique of overpopulation as a cause of pathologies in African cities: Evidence from building collapse in Ghana

description: Interview guide and coding framework
DOI: 10.17632/rfn5c6r2tj
title: The source codes of WT2

description: A tephra deposit simulation code named WT2. The zip file contains sample input files. Run on OSX.
DOI: 10.17632/vsm3yp3svb
title: A Circadian Clock Translational Control Mechanism Targets Specific mRNAs to Cytoplasmic Messenger Ribonucleoprotein Granules

description: This collection contains original, scanned and annotated western blots of the representative images shown in the supplementary files of the Cell Reports article, "A Circadian Clock Translational Control Mechanism Targets Specific mRNAs to Cytoplasmic Messenger Ribonucleoprotein Granules by Castillo et al."
DOI: 10.17632/x8fh6twrky
title: LINF_170019500

description: histone H2B
Leishmania infantum (strain JPCM5)
DOI: 10.17632/4xtg543hdj
title: Mercury distribution in an Upper St. Lawrence River wetland dominated by cattail (Typha angustifolia)

description: The data here corresponds with a study that examined total mercury concentrations in cattail (Typha angustifolia) organs, detritus, and soil in a riparian monotypic cattail wetland on the Upper St. Lawrence River in New York, USA. For further details on the data and methodology, contact the contributors.
DOI: 10.17632/5jx3g3tt8w
title: Meteorological dataset of the Shiyang River Basin for 2019

description: This dataset contains regular meteorological elements for the surrounding area of Qingtu Lake within the Shiyang River Basin in 2019.
DOI: 10.17632/6dx72mxmy9
title: MAR19 SS, steps, SAOS, LAOS, UDLAOS human blood

description: Human blood rheology data
DOI: 10.17632/8thx7shzs2
title: Irregular particle motion simulator-3D (IPMS-3D)

description: Irregular Particle Motion Simulator-3D (IPMS-3D), a concrete simulation package developed by a group of researchers in the department of civil engineering at IIT Kharagpur. Tests 1.Hardened concrete simulations Tensile test, Compression test, Bending test, shear test, Abrasion test, 2.Fresh concrete simulations Slump test, Flowability test, Shear test 3.Fabric study Developers Prof. Arghya Deb (Head) Ramakrishna Dandapat Subha Ghosh Kumar Anjneya Subham Mukherji
DOI: 10.17632/9sxnsjy9xx
title: Lpan-UA946_maxicircle

description: Leishmania panamensis mitochondrial genome
strain UA946
DOI: 10.17632/byvc94r7yz
title: Smallholders in agro-industries

description: This dataset contains micro-level data on Ghanaian and Indonesian oil palm farmers, presented in the following publication:
https://doi.org/10.1016/j.landusepol.2022.106196

The data is named according to country and variable content.
DOI: 10.17632/dfgbrbrjwx
title: Dataset Acceptance and Readiness of Digitalisation among Malaysians

description: The advancement of technologies has greatly impacted the ways how individuals live their life globally. For example, the availability of internet broadband and digital devices (i.e., computer, smartphone, etc.) has significantly changed our way of consuming products/services, work, learn, interact, and many more. Moreover, this situation has also indicated the importance of digitalisation in impacting one’s nation economy performance and its competitiveness. In view of the importance of digitalisation, this article presents data on the acceptance and readiness of digitalisation among Malaysian. The data was collected from the 827 respondents via random sampling approach and online questionnaire survey was employed. The data collection was conducted during the period on March to April 2021. The questionnaire includes questions related to demographic profile, acceptance, and readiness towards digitalisation. The data collected were then analysed using Statistical Package for the Social Sciences (SPSS) statistical software. It is interesting to find from the data that majority of the respondents are aware about digitalisation and it is very likely for the respondents to accept it. It is anticipated that the current finding of the study can served as a guide for the policy makers and industry players in crafting related policies or strategies in promoting digitalisation among the Malaysian. Apart from that, the findings from the present data can also be of reference for the researchers who research on similar topic.
DOI: 10.17632/htfngy4kch
title: Dataset for Modified Energy Span Analysis Reveals Heterogeneous Catalytic Kinetics 

description: Publication available online at: https://pubs.acs.org/doi/10.1021/acs.iecr.2c00390
Mechanistic modeling is a cornerstone of catalyst development generally conducted with microkinetic models or density functional theory-based energy profiles. We extend the energy span model of homogeneous catalysis to heterogeneous systems by introducing the modified energy span analysis (MESA) model by implementing collision theory and gas-phase concentration effects. We determine analytically turnover frequencies, coverages, rate-determining steps, apparent activation energies, and reaction orders in agreement with microkinetic and kinetic Monte Carlo simulations. The model applies to discrete catalyst state systems, including single-atom catalysts, homogeneous systems, and microporous materials. A generalizable rate expression is derived for reactor modeling or mechanistic insights from solely experimentally measured reaction orders. We illustrate MESA on three published mechanisms and reveal unexpected phenomena absent in traditional energy span profiles.
DOI: 10.17632/j5ps7zzxdx
title: Data from: Species delimitation, hybridisation and possible apomixis in a rapid radiation of Western Australian Leptospermum (Myrtaceae)  (2022) Botanical Journal of the Linnean Society

description: Data accompanying manuscript entitled: "Species delimitation, hybridisation and possible apomixis in a rapid radiation of Western Australian Leptospermum (Myrtaceae)", currently in press in Botanical Journal of the Linnean Society. Provides the "nine species" and "two species" SNP datasets, as described in the manuscript, both in STRUCTURE format.
DOI: 10.17632/kj9x4hzbz8
title: Effectiveness of crisis resolution and home treatment teams in mental health crisis: a systematic review protocol

description: Support information about the preliminary search to - Effectiveness of crisis resolution and home treatment teams in mental health crisis: a systematic review protocol
DOI: 10.17632/pjtftxhk42
title: Is the grass greener on the other side? A comparison of management preferences between stalked barnacle harvesters across Europe: Survey data

description: Survey data used in a perception study of stalked barnacle harvesters on the effectiveness of fisheries management practices in Spain, Portugal and France. Harvesters from the following six regions along the Atlantic Arc participated: Morbihan in Brittany (France), Asturias-East, Asturias-West and Galicia (Spain), the Reserva Natural das Berlengas (RNB; Portugal) and the Parque Natural do Sudoeste Alentejano e Costa Vicentina (PNSACV; Portugal). We administered 184 surveys from October 2019 to September 2020 and each region was treated as an independent population. The data includes: general demographic data (Region, Age, Gender, Level of Education, Main income source, Years of Experience); data of the perceived knowledge regarding management strategies (coded: k_name_of_strategy – using 0 = No; 1 = Yes: NA = No Answer); perception data of the effectiveness of the currently implemented management strategies in each region (coded: e_name_of_strategy – using Likert Scale with scores ranging from 1 = completely ineffective to 5 = very effective); data of the willingness for change of the currently implemented management (Yes, No, NA); and data of harvesters’ perceptions regarding the most important strategy to achieve sustainability in the fishery. Because the surveys were conducted both before and during the Covid-19 pandemic (the column Covid indicates whether the data was collected before or during the pandemic), we had to make adjustments in our data collection methods. We provided the following options for survey completion (see the Recollection_of_data column): by hand in a written format, online, or via an oral interview conducted with the assistance of a scientist per telephone.

Results:
In general, harvesters indicated a good understanding of the implemented strategies, however, some gaps were identified. Our results indicate that the majority of harvesters in the regions in Portugal and France were willing to make changes to current management strategies, reflecting their awareness of the need for improvement. In the fisheries with higher levels of governance and management success (Galicia and Asturias-West), this willingness was considerably smaller. Based on the AIC model selection analysis results, the model with the single variable region explained 83% of the cumulative model weight. The variable region was the best predictor of the trends in management strategy preferences, and presented a highly significant goodness-of-fit result (p&lt;0.001), suggesting that regional differences play a significant role in shaping these preferences. 
No clear trend emerged regarding a single "optimal" management strategy preferred by harvesters across regions. Our findings emphasise the importance of tailoring management strategies to each region's specific practices, needs, and characteristics.
DOI: 10.17632/pr9d2cj2g8
title: Survey on migration in destination areas in Bangladesh, Ghana and India

description: The datasets comprise cross-sectional individual surveys of male and female migrants of different lengths of residence in seven cities located in Bangladesh, India and Ghana between May and August 2017. The choice of the seven locations was based on the responses on most frequently cited migrant destinations collected from the sending area surveys (DOI:10.17632/223z53kwnm.1. published on here). The sampling strategy consisted of a two-stage approach that involved on-site listing to identify the presence of migrant populations followed by purposive sampling. The second survey returned 2664 valid questionnaires. The design and collection of the two datasets involved researchers from University of Exeter (UK), University of Southampton (UK), Bangladesh University of Engineering and Technology (Bangladesh), Jadavpur University (India), the Refugee and Migratory Movements Research Unit (Bangladesh) and University of Ghana (Ghana). The datasets described above were developed, designed and collected to capture information on demographic indicators, material wellbeing, subjective wellbeing, perceived changes in exposure to hazards, networks, place attachment and migration trajectories, intentions and aspirations, and adaptation response to environmental hazards and change. Electronic tablets using the free software Survey Solutions provided by the World Bank. Steps for quality assurance of the datasets included a) pre-testing of the questionnaire by in country partners; b) questionnaires were translated into local language to include cultural specific terminology; c) recruitment and training of enumerators prior to implementation of surveys; d) consistent supervision in the field; e) multiple quality checks performed at the point of survey upload and subsequent validations by enumerators, field supervisors and control headquarters. Prior to survey implementation the research protocol was subject to review and approval by Ethic Committees at partner institutions.
DOI: 10.17632/rp8kmnt9v8
title: Single-cell transcriptomic analysis of honeybee brains identifies vitellogenin as a caste differentiation factor

description: A phenotype analysis for vitellogenin knock down at honey bee larval stage.
DOI: 10.17632/tbc6rk8d6m
title: ELISA Kit Instruction

description: Instructions on how to use ELISA kit
DOI: 10.17632/v5z4kt8yg9
title: Data for: Ediacaran-Cambrian far-field hydrothermal event in the southeast of the São Francisco Craton, Brazil: evidence from zircon U-Pb SHRIMP, trace elements, Lu-Hf and oxygen isotopes

description: Procedures to zircon isotopic analyses A.1. Sample preparation and imaging A.2. Major and trace elements A.2. U–Pb geochronology A.3. Lu–Hf isotope analyses A.5. 18O and 16O isotope analyses
DOI: 10.17632/wwddbb4wyc
title: Data for: High-temperature dielectric switch and second harmonic generation integrated in a stimulus responsive material

description: Crystallographic Data
DOI: 10.17632/xk479zkpm8
title: COSI-Corr Analysis of Nili Patera Dunes

description: A collection of analyses focusing on ripple motion on several dunes within the Nili Patera dune field on Mars. See the paper Hood et al., 2021 (DOI: 10.3389/feart.2021.702828) for greater details on the generation of data. HiRISE images (not included) were compared using the COSI-Corr software (see: Leprince , et al., 2007. , IEEE Transactions on Geoscience and Remote Sensing, 45, 1529-1558.) and ripple motion was determined from these comparisons. The folder "CosiCorrResults"  contains these results as TIF images and the file FluxMapInfo includes details on which HiRISE images were used to make each flux map and when these images were taken in the martian year. Several sites were selected, in which the surface ripple patterns were mapped (see NiliDunesShapefiles.gdb/LeeWakePatternsA(B,C)). Transects were selected (NiliDunesShapefiles.gdb/LeeWakeA(B,C)Points_Patterns, MultiDuneATransectsPoints_Patterns) for analysis of ripple migration rate in comparison with ripple patterns. These analyses are detailed in the .xlsx files LeeWakeA(B,C)Points_Patterns.xlsx and LeeWakeAPoints_Patterns_Extended.xlsx In addition, 2-D ripples were traced (NiliDunesShapefiles.gdb/TwoDRippleLines(points)) and local wind directions were determiend based on their orientation and the shape of the underlying slope. The Rasters DuneHeightDEM and DTEEC_017762_1890_018039_1890_A01 were used to determine the shape of the slope.
DOI: 10.17632/y8g45hx366
title: CT Findings as the Indicator to Evaluate Late Gastrointestinal Tract Side Effects of Radiotherapy in Uterine Cervical Cancer: An Ordinal Regression Analysis

description: MS excel of Dataset for analysis
DOI: 10.17632/yym4np2zf6
title: In situ hybridization of Xenopus laevis with chordin and actc1 probe after knockdown of MMP3, Noggin2 and Chordin genes.

description: This dataset demonstrates the influence of MMP3 on the development of mesoderm tissues in Xenopus laevis embryos. Chordal mesoderm is visualized with Chordin probe, whereas somite mesoderm - with Actc1 probe. All embryos were fixed at stage 15 (NF).

Our hypothesis considers MMP3 to stabilize the Chordin, and the former degrade faster under low MMP3 level that follows in smaller somite mesoderm. At the same time, MMP3 increases the degradation of Noggin2, which is expressed in the organizer region and expands the area of chordal mesoderm.
DOI: 10.17632/2px7dwmjs6
title: Data for: A randomized cross-over trial of an abdominal hypopressive technique program on pelvic floor muscle tone and urinary incontinence in women

description: Dataset containing the data pre-post and 2 months after an abdominal hypopressive technique in the setting of a cross-over trial.
DOI: 10.17632/3zz8226nmy
title: Robotic Survey of Sunken Pirate City: Port Royal, Jamaica - raw data

description: This dataset is the resulting output of the NOAA funded project: https://oceanexplorer.noaa.gov/explorations/15portroyal/welcome.html. 

This dataset contains  the raw data from the Kingfisher ASV.
DOI: 10.17632/43ndcktj3z
title: Extensive Air Shower (EAS) registration by the measurements of the multiplicity of neutron monitor signal

description: This dataset contains 50 events of EAS detection by the Aragats neutron monitor (ArNM) at an altitude of 3200 m above sea level on Mount Aragats (Armenia). The multiplicity of “neutron burst”  was determined from 1-s times series of count rate of the neutron monitor.  The sequence of pulses from the neutron monitor was recorded by a  Picoscope 5244B digitizing oscilloscope with nanosecond time resolution.  The sampling rate was 250 MS/s, corresponding to a sampling interval of 4 ns. All events were observed on non-thunderstorm days.
The dataset is organized as a table with 8 columns, the content of which can be filtered. The first column shows the event ID,  the second and third columns show the date and time of the event, respectively. The fourth and fifth columns show the duration and the multiplicity of the “neutron burst”, respectively.  The sixth column shows the near-surface electric field measured by the Boltek EFM-100 field mill. The last two columns contain hyperlinks to the 1-s series of count rate history of the neutron monitor and to the oscilloscope traces of neutron monitor signal for each of 50 events.
The raw data for this dataset is available via the multivariate visualization software ADEI on the Web page of the Cosmic Ray Division (CRD) of the Yerevan Physics Institute http://adei.crd.yerphi.am/adei
DOI: 10.17632/73dx6nhw7k
title: The correlated expression of COX-2 and keratin 15 in radicular cyst

description: Raw data
DOI: 10.17632/964h662tvc
title: LDHU3_07.0050

description: Isy1-like splicing family
Leishmania donovani (HU3 strain)
DOI: 10.17632/b5p54xtvv9
title: Data for Pore space topology controls ultrasonic waveforms in dry volcanic rocks.

description: Here we include the data generated and analysed in the study presented in the article “Pore space topology controls ultrasonic waveforms in dry volcanic rocks” 

Mesh folder: mesh created for each sample using GMSH
Waveforms folder: recorded waveforms from the simulations
DOI: 10.17632/b7gs8skk2m
title: Luay Fraiwan

description: A respiration dataset using a mobile thermal camera
DOI: 10.17632/cggjbsmw7d
title: Arabidopsis transcriptome dataset of the response of imbibed wild-type and glucosinolate-deficient seeds to nitrogen-containing compounds

description: Supplementary Table 1. General Statistics Report from mapping rates obtained with MultiQC tool following Salmon quasi-mapping algorithm. Wild-type and GSL mutant Arabidopsis seeds (qko, cyp79B2/B3 and myb28/29) in dry state, or 6h imbibed state in water or in KNO₃ 10mM or KSCN 8µM. REP: biological replicate. % Aligned: % Mapped reads; M Aligned: Mapped reads (millions); %Dups: % Duplicate reads; % GC: Average % GC content; M Seqs: Total Sequences (millions).