cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vsvyd5hhcz.1
title: A Study on Green Human Resource Management And Role of Human Resources In Environmental Management

description: The organisations are changing their prime goal from earning profits at any cost to earn profit along with sustainable
development. Sustainable development can be achieved through green human resource management by the organisations.
The paper focuses on linking “human resource management practices” with environment management to determine the role
of human resources in going green to build a sustainable organisation. Primary goal of this paper is to investigate the
definition of "green human resource management" and the various green human resource management strategies used by
businesses by investigating the existing literature relating to environment management. The paper also identifies some
green practices that can be implemented by the organisations to be sustainable in the long run.
DOI: 10.17632/5577dtd62p.1
title: Impact of Novel Covid-19 Pandemic on Global Education System

description: The coronavirus disease 2019 (COVID-19) has impacted the various sectors of the world economy including education, employment, agricultural works, deprived daily wages, industries, tourism and hospitality, transport, automobile, real estate and individual’s emotional well-being. The schools, colleges and universities shut down temporarily due to the coronavirus crisis and public health awareness. The students and educators around the world are experiencing the extraordinary ripple
effect of the novel coronavirus pandemic. This article reviews the COVID-19 pandemic impact on the global education system in the present and long run. This article sheds light on disruptions caused for students, faculty members and parents due to the shutdown of educational institutions. It also emphasises the possible alternatives for interrupted education during COVID-19. Further, it discusses the necessity and impact of the inclusion of technology in teaching and its limitations.
DOI: 10.17632/gj6kdg65yh.1
title: Water content and hydrogen isotope composition of olivine-hosted melt inclusions in Dali picrites, SW China: reassessing the role of water in the formation of the Emeishan large igneous province

description: S1. Compositions of olivine phenocrysts from theDali picrites, Emeishan LIP (wt. %)；S2. Calculated compositions of melt inclusions and forsterite contents of their host olivines from the Dali picrites, Emeishan LIP (wt. %)；S3. Trace element  of the Dali melt inclsions；Table S4. Water content (%) of melt inclusions measured by SIMS
DOI: 10.17632/3tnz4tcdk5.1
title: Data for: Identification of sandy nourished sediments using end-member analysis (EMMAgeo) applied to particle shapes distributions, Sylt Island, North Sea

description: Data output from the QICPIC dynamic image analyser. It contains general grain-size and shape distributions of Rotes Kliff (labelled "C" ) and nourished beach (labelled "N") sediments and their mixtures. Artificial mixtures were prepared with 10% content interval using a rotational splitter.
DOI: 10.17632/94s4xhc6z8.1
title: Content of REE in untreated and treated with bentonite clays wines

description: Content of REE in untreated and treated with bentonite clays wines
DOI: 10.17632/ysgvp8ybgz.1
title: Genetic algorithm optimized artificial neural network - co-optimization

description: Co-optimization of two response biomass (X), and PHA (P) based on RSM design - modeling and optimization. The second/ independent path takes the ANN approach. The same experimental design was exploited to have ANN-based modeling - ANN structure optimized with GA. The ANN model has been further utilized to co-optimize the responses.
DOI: 10.6084/m9.figshare.22216837
title: Four new Solenogastres (Mollusca, Aplacophora) from the South China Sea and the paraphyly of Proneomeniidae Simroth, 1893

description: Data related to phylogenetic analysis.
DOI: 10.6084/m9.figshare.22216837.v2
title: Four new Solenogastres (Mollusca, Aplacophora) from the South China Sea and the paraphyly of Proneomeniidae Simroth, 1893

description: Data related to phylogenetic analysis.
DOI: 10.6084/m9.figshare.22216837.v1
title: Four new Solenogastres (Mollusca, Aplacophora) from the South China Sea and the paraphyly of Proneomeniidae Simroth, 1893

description: Data related to phylogenetic analysis.
DOI: 10.17632/zhrhgvgnym.1
title: Mouse milk immunoglobulin G Fc-linked N-glycosylation nano-LC-MS analysis in a model of vancomycin exposure during pregnancy

description: Breast milk immunoglobulin G (IgG) plays an important role in the transfer of passive immunity in early life and in shaping the neonatal immune system through N-glycan-mediated effector functions. Currently, there are no protocols available to analyze breast milk IgG-Fc glycosylation in mouse models. Therefore, we developed and validated a glycoproteomic workflow for the medium-throughput subclass-specific nano-LC–MS analysis of IgG enriched from small milk volumes of lactating mice. With the established methods, the IgG glycopatterns in a mouse model of antibiotic use during pregnancy and increased asthma susceptibility in the offspring were analyzed. Pregnant BALB/c mice were treated with vancomycin during gestation days 8–17 and IgG1F, IgG2, and IgG3-Fc glycosylation was subsequently analyzed in maternal serum, maternal breast milk, and offspring serum on postnatal day 15. The IgG glycosylation profiles of mouse maternal milk and serum revealed no significant differences within the glycoforms quantified across subclasses. However, vancomycin use during pregnancy was associated with changes in IgG-Fc glycosylation in offspring serum, shown by the decreased relative abundance of the IgG1F-G1 and IgG3-G0 glycoforms, together with the increased relative abundance of the IgG3-G2 and S1 glycoforms. The workflow presented will aid in the emerging integrative multi-omics- and glycomics-oriented milk analyses both in rodent models and human cohorts for a better understanding of mother–infant immunological interactions.
DOI: 10.17632/dybmc8pr5n.1
title: Supplementary figures of Dupilumab relieves eruptive porokeratosis with severe itch.

description: The data is the supplementary figures of the article named dupilumab relieves eruptive porokeratosis with severe itch. The supplementary figures included 8 figures showing the clinical performance of 4 eruptive pruritic papular porokeratosis patients before and after treatment.
DOI: 10.34740/kaggle/dsv/5176317
title: Health Workforce Shortage Areas
DOI: 10.34740/kaggle/dsv/5176329
title: AutoXGB
DOI: 10.17632/p55fmpw667.1
title: Data for "To invest or not to invest in sanitation: The role of intra-household gender differences in perceptions and bargaining power"

description: Replication dataset and code for the manuscript "To invest or not to invest in sanitation: The role of intra-household gender differences in perceptions and bargaining power" DOI: 10.1016/j.jdeveco.2023.103074
DOI: 10.17632/bnd6jh98ps.1
title: Numerical Spatial Association When Numbers Were Rotated to Left or Right Space

description: Numerical Spatial Association When Numbers Were Rotated to Left or Right Space
DOI: 10.17632/hw6n9th9j9.1
title: A 3D genome atlas of genetic variants and their pathological effects

description: Supplemental tables
DOI: 10.17632/xbp7h6jkh6.1
title: Album Photographs dataset

description: 50 years old album photographs image dataset with so many degradations like blurring, colour bleed, discoloration, scratches, fungus etc
DOI: 10.34740/kaggle/dsv/5176311
title: Movie Script/Screenplay
DOI: 10.17632/9kvbg5gjzf.1
title: Attitude toward drug use

description: SPSS
DOI: 10.17632/v2h2k8wp3t.1
title: In Vivo Evaluation of Cucurbita maxima seeds extracts alone and in combination with praziquantel against S. mansoni Infection in Murine Models.

description: The current study was aimed at evaluating the antischistosomal activity of Cucurbita maxima seeds extract alone and in combination with PZQ on Schistosoma mansoni-infected mice . The reduction in total egg count in the C. maxima extract +praziquantel treated group was statically significant with a 72.6% reduction compared to the control group. Combined treatment by C. maxima seeds extract and PZQ induced a significant reduction in the egg count in intestines liver and granuloma size (p=0.01; p=0.02 & p= 0.001) respectively. There was no significant difference in the egg count in intestines, liver and granuloma size from the mice infected by cercariae from the three sites Matimure, Mwedziwandira, and Chikanza (p=0.472; p=0.529& p=0,374) respectively. We observed the synergistic effects of C.maxima extracts in combination with praziquantel and we propose that this combination be considered for human trials.
DOI: 10.5519/qd.dxi7tsct
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (30 records)
DOI: 10.17632/6rcnmy2mg8.1
title: Digitalization, Innovation & Growth

description: This dataset contains variables aggregated at sub-national levels (Nut-2) (ISTAT)  from 2009 to 2020. Data provides information on digitalization and digital culture, innovation and other relevant economic variables, such as the GDP per capita, openness and gross fixed capital formation. It was constructed for conducting an empirical  study wheter digitalization affect regional growth of Italian region equally or not. Evidence suggests that digitalization and digital culture are consistent positive effect on growth in the North rather than in the South, increasing territorial disparities between the two area of the country.
DOI: 10.17632/kfkhgw359t.1
title: 2022-11755RR

description: These data refer to the survival and the healthspan of male mice of C57BL/6J, CD1, and Sv129Ev strain in response to lifelong chronic psychosocial stress (LCPS).  Mice lifespan and healthspan were evaluated as a function of strain as well as of contextual aggressive behavior synthesized as a novel aggression index and indicative of coping style and social standing.  DNA methylation data were analyzed in liver samples with the mouse DNA methylation array BeadChip by Illumina and all the raw data are deposited in NCBI Gene Expression Omnibus
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE216631 as described in the methods of the PNAS paper Razzoli et al., 2023 "Contextual modifiers of healthspan, lifespan and epigenome in mice under chronic social stress" and in the
DOI: 10.17632/gr4d72hj2j.1
title: Disparities in melanoma outcomes in urban versus rural settings: An analysis from the Nebraska Cancer Registry 2001-2016

description: This supplemental material provides a heat map for the crude incidence rates of melanoma in Nebraska between 2001-2005 and 2011- 2015. Additionally, it provides a heat map to determine the number of Dermatologists per 100,000 for the year 2016 in Nebraska.
DOI: 10.17632/552zbvzwrk.1
title: uterine fibroid ultrasound images

description: Images used for classification
DOI: 10.6084/m9.figshare.21510660.v2
title: xdsf

description: sasdasd
DOI: 10.6084/m9.figshare.22283713
title: GEX.h5ad

description: GEX dataset with raw gene expression count of 6000 selected HVGs. (excluding two studies with controlled access of sequencing data)
DOI: 10.6084/m9.figshare.21510669.v2
title: asdasd

description: asdasd asdfasd
DOI: 10.17632/rf8njr7g92.1
title: Survey data that captures participants response to marketing communications personality traits, demographics and dysfunctional attitudes

description: The dataset was designed to gather information about individuals such as demographics, personality traits, dysfunctional attitudes, and their responses to statements containing an embedded persuasion technique. The statements contained core messages such as the promotion of higher education courses.
DOI: 10.17632/rf8njr7g92.2
title: Survey data that captures participants response to marketing communications personality traits, demographics and dysfunctional attitudes

description: The dataset was designed to gather information about individuals such as demographics, personality traits, dysfunctional attitudes, and their responses to statements containing an embedded persuasion technique. The statements contained core messages such as the promotion of higher education courses.
DOI: 10.17632/rf8njr7g92.3
title: Survey data that captures participants response to marketing communications, personality traits, demographics and dysfunctional attitudes

description: The dataset was designed to gather information about individuals such as demographics, personality traits, dysfunctional attitudes, and their responses to statements containing an embedded persuasion technique. The statements contained core messages such as the promotion of higher education courses.
DOI: 10.17632/rf8njr7g92.4
title: Understanding Consumer Response to Marketing Communications: Personality Traits, Demographics, and Dysfunctional Attitudes Survey Dataset

description: The dataset was designed to gather information about individuals such as demographics, personality traits, dysfunctional attitudes, and their responses to statements containing an embedded persuasion technique. The statements contained core messages such as the promotion of higher education courses.
DOI: 10.17632/2f982h6vg3.1
title: sEMG 4 channel 8 gestures dataset

description: Dataset and basic functions to extract data. Data was sampled at 500Hz samples of approximatly 3 seconds, 10 times for each gesture.

This data was recorded in June 2020.
To extract the data:
1. Load dataset.mat in matlab
2. execute X = prepare()
dataset.mat contains an struct 'matrix' with 7 fields:
-matrix.emg 2D single array with the channel as column and row as sample number
-matrix.reobject labels 1D int8 vector for each 8 gestures (1-8)
-matrix.restimulus 1D int8 vector always one (not used)
-matrix.rerepetition 1D int8 vector repetition number of each sample (1-10)
-matrix-subject single 1 (not used)
-matrix-daytesting single 3 (not used)
-matrix.time single 1 (not used)
DOI: 10.17632/2f982h6vg3.2
title: sEMG 4 channel 8 gestures dataset

description: Dataset and basic functions to extract data. Data was sampled at 500Hz samples of approximatly 3 seconds, 10 times for each gesture.

This data was recorded in June 2020.
To extract the data:
1. Load dataset.mat in matlab
2. execute X = prepare()
dataset.mat contains an struct 'matrix' with 7 fields:
-matrix.emg 2D single array with the channel as column and row as sample number
-matrix.reobject labels 1D int8 vector for each 8 gestures (1-8)
-matrix.restimulus 1D int8 vector always one (not used)
-matrix.rerepetition 1D int8 vector repetition number of each sample (1-10)
-matrix-subject single 1 (not used)
-matrix-daytesting single 3 (not used)
-matrix.time single 1 (not used)
DOI: 10.17632/9wgk5ny69n.1
title: Systematic elucidation of genetic mechanisms underlying cholesterol uptake

description: Auxiliary data for the manuscript Systematic elucidation of genetic mechanisms underlying cholesterol uptake
DOI: 10.17632/5kpr7zwt2v.1
title: 131 MIT-BIH Arrhythmia ECG signals with beats characteristic peaks and extracted features

description: Supplementary data of 131 ECG signals with beats characteristics and classification features.
The supplementary data consists of:
1. SQLite database.
2. C# code explaining the procedure of querying data from the database.
3. PDF file describing the structure of the data, and the recommended steps for accessing the dataset.
DOI: 10.5281/zenodo.6479243
title: Combined dynamical and morphological characterization of geodynamo simulations

description: Original scripts and data files for generating Figure 2, 3, 8, and 9.
DOI: 10.5281/zenodo.5790784
title: Combined dynamical and morphological characterization of geodynamo simulations

description: Original scripts and data files for generating Figure 2, 3, 8, and 9.
DOI: 10.17632/z793j6h68b.1
title: GALS Research

description: A semi-structured questionnaire was used to gather data as it provides a clear set of instructions for interviewers and can provide reliable, comparable data (Kothari, 2004). The questionnaire was designed on Kobo collect to collect quantitative data such as demographic, most preferred GALS sessions and improvements as a result of GALS training through face to face interviews.
DOI: 10.17632/rx3mnmjs24.1
title: Use of Janus Kinase Inhibitors for Cutaneous Granulomatous Diseases: An Evidence-Based Review

description: Cutaneous granulomatous diseases (CGD) are heterogeneous inflammatory skin conditions involving granuloma formation and macrophage accumulation. While the use of Janus kinase inhibitors (JAKi) for CGD remains novel, this systematic review summarizes the current evidence regarding efficacy and safety of JAKi for CGDs.
DOI: 10.17632/rx3mnmjs24.2
title: Use of Janus Kinase Inhibitors for Granulomatous Dermatoses: A Systematic Review

description: Granulomatous dermatoses (GDs) are heterogeneous inflammatory skin conditions involving granuloma formation and macrophage accumulation. While the use of Janus kinase inhibitors (JAKi) for GDs remains novel, this systematic review summarizes the current evidence regarding efficacy and safety of JAKi for CGDs.
DOI: 10.17632/5fdvskjk8n.1
title: Voltage Dependent Collection Efficiency Losses in RbF Treated CIGS

description: This data investigates the extent and sources of voltage dependent collection efficiency losses in RbF treated CIGS solar cells.
DOI: 10.17632/8pfjgrwtsr.1
title: T1_T2_brainstem_seg_Matlab_code

description: T1_T2_brainstem segmentation Matlab routines

The Matlab routines allow to segment internal brainstem structures from T1 and T2 weighted images. The routines are based on the method described in Hum Brain Mapp. 2020 Jun 1;41(8):2173-2186.  doi: 10.1002/hbm.24938. In short, the intensities of the T1 and T2 images are re-scaled and a T1/T2 ratio image (RATIO) calculated. The brainstem is isolated and k-means clustering used to identify five intensity clusters. Nonlinear diffeomorphic mapping as implemented in SPMs DARTEL can be used to warp the five intensity clusters in subject space into a common space to project specific generate probabilistic group averages/priors. Alternatively, it is possible to use the priors provided in this directory. The priors are used to inform the final probabilistic segmentations at the single subject level. The five clusters correspond to five brainstem tissue types (2 gray matter, 2 mixed gray/white,1 csf/tissue partial volume). Please see Word document for detailed step-by-step instructions. 


Contact of author

Susanne Mueller M.D.
Center for Imaging of Neurodegenerative Diseases
VAMC San Francisco
4150 Clement Street
San Francisco, CA, 94121
USA
e-mail: susanne.mueller@ucsf.edu


You need to have Matlab with the Image Processing, Statistics, Curve Fitting, and Optimization toolboxes and spm12 (https://www.fil.ion.ucl.ac.uk/spm/)

Make sure you have the T1_T2_brainstem_seg folder in you Matlab search path.

The Matlab routines are not for commercial use.

Disclaimer: Use of the Matlab routines at your own risk.
DOI: 10.17632/4j8npwgvmv.1
title: Dataset on the spatial distribution of groundwater quality for pH, EC, TH, Ca2+, Mg2+, HCO3- . F-, and NO3- and in Dodoma, Singida, and Tabora regions located in central Tanzania

description: A total of 64 water samples were collected in all. 22 samples from Dodoma and Singida and 20 samples from Tabora. All samples were collected from boreholes that are publicly accessible. Data collection covered a total distance of 1,344 km, which was divided into east-west along B129, B6, and B143 roads and north-south along A104, B141, and B6 roads. GPS coordinates of sample collection sites were recorded using a Garmin Nuvi 255w GPS receiver. All samples were collected within a three-day period in the month of August of 2020. pH, temperature, and EC were measured on site. The levels of TH, HCO3-, NO3-, and F- were determined within 24 hours of sample collection. The samples were kept in a 1 L polythene plastic bottle washed with distilled and sample. This dataset shows the parameters of pH, EC, TH, Ca2+, Mg2+, HCO3- NO3-, F-,  and NO3-
DOI: 10.17632/97cwmhfmtf.3
title: Clustering knee radiographs from RA patients

description: In the  study, five paremeters were obtained from 831 knee radiographs from RA patients before total knee arthroplasty. 
Datasets were stored in the folder named 'Data'. 
(Radiographs were not stored in terms of personal information protection.)

Based on five parameters, clustering 831 radiographs into 3 clusters. (The algorism was coded in 'Clusteringkmedoids.m') 
We found clustering into 3 groups was best, caluculating the Calinski-Harabasz Index. (Coded in 'OptimizationClusterNum.m')
Comparison of the parameters between 3 clusters were coded in 'CompareParametersBetweenClusters.m'.
Comparison of clinical data between 3 clusters were coded in 'CompareClinicalData.m'.

The functions used in the algorism were stored in the folder named 'function'.

The code was described in MATLAB 2022a. 
For non-MATLAB users, we published the code in PDFs which were stored in the folder named 'ViewAlgorismPDF'.
DOI: 10.17632/97cwmhfmtf.4
title: Clustering knee radiographs from RA patients

description: In the  study, five paremeters were obtained from 831 knee radiographs from RA patients before total knee arthroplasty. 
Datasets were stored in the folder named 'Data'. 
(Radiographs were not stored in terms of personal information protection.)

Based on five parameters, clustering 831 radiographs into 3 clusters. (The algorism was coded in 'Clusteringkmedoids.m') 
We found clustering into 3 groups was the best way, caluculating the Calinski-Harabasz Index. (Coded in 'OptimizationClusterNum.m')
Comparison of the parameters between 3 clusters were coded in 'CompareParametersBetweenClusters2.m'.
Comparison of clinical data between 3 clusters were coded in 'CompareClinicalData.m'.

The functions used in the algorism were stored in the folder named 'function'.

The code was described in MATLAB 2022a. 
For non-MATLAB users, we published the code in PDFs which were stored in the folder named 'ViewAlgorismPDF'.
DOI: 10.17632/97cwmhfmtf.1
title: Clustering knee radiographs from RA patients

description: In the  study, five paremeters were obtained from 831 knee radiographs from RA patients before total knee arthroplasty. 
Datasets were stored in the folder named 'Data'. 
(Radiographs were not stored in terms of personal information protection.)

Based on five parameters, clustering 831 radiographs into 3 clusters. (The algorism was coded in 'Clusteringkmedoids.m') 
We found clustering into 3 groups was best, caluculating the Calinski-Harabasz Index. (Coded in 'OptimizationClusterNum.m')
Comparison of the parameters between 3 clusters were coded in 'CompareParametersBetweenClusters.m'.
Comparison of clinical data between 3 clusters were coded in 'CompareClinicalData.m'.

The functions used in the algorism were stored in the folder named 'function'.

The code was described in MATLAB 2022a. 
For non-MATLAB users, we published the code in PDFs which were stored in the folder named 'ViewAlgorismPDF'.
DOI: 10.17632/97cwmhfmtf.2
title: Clustering knee radiographs from RA patients

description: In the  study, five paremeters were obtained from 831 knee radiographs from RA patients before total knee arthroplasty. 
Datasets were stored in the folder named 'Data'. 
(Radiographs were not stored in terms of personal information protection.)

Based on five parameters, clustering 831 radiographs into 3 clusters. (The algorism was coded in 'Clusteringkmedoids.m') 
We found clustering into 3 groups was best, caluculating the Calinski-Harabasz Index. (Coded in 'OptimizationClusterNum.m')
Comparison of the parameters between 3 clusters were coded in 'CompareParametersBetweenClusters.m'.
Comparison of clinical data between 3 clusters were coded in 'CompareClinicalData.m'.

The functions used in the algorism were stored in the folder named 'function'.

The code was described in MATLAB 2022a. 
For non-MATLAB users, we published the code in PDFs which were stored in the folder named 'ViewAlgorismPDF'.