cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/dd7hnsk4xf.2
title: The Dataset for Validation of factors affecting teachers’ decision to integrate character values into curriculum

description: This dataset describes two variables, pedagogical content knowledge (PCK) and theory of planned behaviour (TPB), which may affect primary school teachers’ decision of integrating character values into the curriculum. Primary data is retrieved from 50 primary school teachers. The examination of the data was mainly conducted through the procedures  exploratory factor analysis (EFA).
DOI: 10.48370/ofd/ixsxok/n2veox
title: MRIPAS_coll_171149_CastorFiber_2018_F_jaw_scan3D.stl

description: jaw
DOI: 10.48370/ofd/ixsxok/jx6wld
title: MRIPAS_coll_171149_CastorFiber_2018_F_skull_scan3D.stl

description: skull
DOI: 10.48370/ofd/ixsxok
title: Castor fiber - 171149, Zoological collection of the Mammal Research Institute, PAS

description: Castor fiber (Eurasian beaver) from Zoological collection of the Mammal Research Institute PAS. Collected 2018-12-11, in: Białowieża Forest, Budy village, Łutownia River, Poland. Material type: skull, jaw
DOI: 10.17632/z9jg5jctgg.1
title: Supplementary Material 

description: toxicity
DOI: 10.17632/j44k3p2fkz.1
title: Population density data of ghost crab (Ocypode gaudichaudii) in sandy beaches of Manabí Province, Ecuador

description: The data correspond to a population density study of the ghost crab (Ocypode gaudichaudii), carried out on "Los Ranchos" and "Las Bocas" beaches, Manabí Province, Ecuador. There are three datasets of data corresponding to three types of sampling: i) quadrants; ii) distances; iii) visual census. In all the cases, the object of study was the burrows, assuming that each of them had a single individual.
DOI: 10.17632/pspvnmzwzg.1
title: Six weeks of At-Home BTrackS Target Tracking Training Induces Sustained Dynamic Balance Improvement in Healthy Young Adults

description: Data for manuscript: Six weeks of At-Home BTrackS Target Tracking Training Induces Sustained Dynamic Balance Improvement in Healthy Young Adults

Background/Objective: The Balance Tracking System (BTrackS) Target Tracking Training (TTT) protocol requires an individual to keep an onscreen dot within a moving target circle via leaning movements that are sensed by a BTrackS balance plate. The present study sought to determine for the first time if short duration at-home training using BTrackS TTT could improve dynamic balance. 
Methods: Fifteen healthy young adults (mean age = 22.4 years) performed BTrackS TTT for six weeks at home, with an average of five, three-minute sessions per week. The first three weeks of BTrackS TTT were completed on the firm surface of a BTrackS Balance Plate, while the final three weeks were performed on a foam cushion on top of the plate. This was followed by a three-week retention period where participants performed no training. Dynamic balance changes were assessed at multiple timepoints with the BTrackS Limits of Stability (LOS) protocol.
Results: Participants significantly improved BTrackS TTT from the first to last day of training in both three-week periods (p<0.01). This increase was mirrored by improved BTrackS LOS results. Specifically, BTrackS LOS area (i.e. dynamic balance) increased significantly from Baseline to the end of the first three weeks of training (p<0.001), and again after the second three weeks (p<0.01). These gains were maintained following the retention period.
Conclusion: The present findings support the use of short duration BTrackS TTT to improve dynamic balance at home. This increase in dynamic balance could ultimately be used a practical means of improving athletic performance.
DOI: 10.17632/8jhdp5rx7t.2
title: NCD risk factors among Rohinga refugees in Bangladesh

description: NCD
Rohinga refugees
DOI: 10.17632/d979htkjc8.1
title: Assessing Media Coverage of Environmental Protection in Eastern Ethiopia: The case of Harari Mass Media Agency 

description: This study aimed to investigate the coverage of environmental protection issues in the Harari Mass Media Agency. It employed exploratory design with the research methodology of content analysis with quantitative and qualitative methods. Besides, content analysis and audio textual analysis methods were the main instruments employed in the data collection. In the study, purposive sampling techniques were employed, and in-depth interviews were used for reporters and editors qualitatively. Therefore, the research found out that the Harari Mass Media Agency did not give much attention to the coverage of environmental protection issues, the editorial policy of the Harari Mass Media Agency does not have articles that focus on environmental protection issues, and the source of news was mainly from higher officials. All data were gathered in Amharic language. The researcher tried translated the data into English language and analyzed it qualitatively and quantitatively .
DOI: 10.17909/nwrd-9n20
title: NGC3147
DOI: 10.17632/gx5yh5t2bp.1
title: Differential hepatic mitochondrial function and gluconeogenic gene expression in 2 Holstein strains in a pasture-based system - Supplementary Information

description: Supplementary table_primers and Supplementary Figure
DOI: 10.48370/ofd/giwqnu/g7plfl
title: MRIPAS_coll_90584_OndatraZibethica_1970_scan.jpg

description: :unav
DOI: 10.48370/ofd/giwqnu
title: Ondatra zibethicus - 90584, Zoological collection of the Mammal Research Institute, PAS

description: Ondatra zibethicus (Muskrat) from Zoological collection of the Mammal Research Institute, PAS. Collected 1970-04-28 in: Starzyna Forest District, now Hajnówka Forest District, Poland. Material type:
DOI: 10.17632/9hns9ss6ny.9
title: Monoclonal antibodies binding data for SARS-CoV-2 proteins

description: ELISA EC50
The raw dataset of EC50 for the selected IgGs that are specific for SARS2-CoV-2 proteins.  Data points and analyzed set were included in the raw data in excel format.  The data were fit to standard four-parameter logistic equations using GraphPad Prism (GraphPad Software, La Jolla, CA).

BLI (Bio-Layer Interferometry)
The raw data are in excel format which includes data points and fitting points for selected IgGs that are specific for SARS2-CoV-2 proteins.  The binding responses were analyzed by subtracting data from reference, and data were globally fitted with a 1:1 binding model using ForteBio’s Data Analysis software 9.0.
DOI: 10.17632/f9zhbnstht.1
title: Main Text Raw Data

description: Each excel tab corresponds to the raw data for a figure in the main text
DOI: 10.17632/hb7d2dh9ys.1
title: A food-grade vector for Streptococcus thermophilus based  on the α-complementation of β-galactosidase

description: Supplementary Table 1 Strains and plasmids used in this study; Supplementary Table 2 Oligonucleotides used in this work; Supplementary Table 3 Growth of recombinant strains of E. coli and S. thermophilus in lactose medium; Supplementary Table 4 Physicochemical properties of yogurt by different inoculation methods; Supplementary Figure 1 Sequence alignment of β-galactosidases in E. coli and S. thermophilus by the online available program PAIRWISE SEQUENCE ALIGNMENT; Supplementary Figure 2 The stability of vector pSEα in S. thermophilus α grown in LM17 medium. Error bars represent standard deviation (SD) from 3 replicate experiments.
DOI: 10.48370/ofd/dhiczs/pvpway
title: MRIPAS_coll_97756_OndatraZibethica_1971_scan.jpg

description: :unav
DOI: 10.48370/ofd/dhiczs/ppsw6s
title: MRIPAS_coll_97756_OndatraZibethicus_1971_F_scan_ct.swf

description: :unav
DOI: 10.48370/ofd/dhiczs
title: Ondatra zibethicus - 97756, Zoological collection of the Mammal Research Institute, PAS

description: Ondatra zibethicus (Muskrat) from Zoological collection of the Mammal Research Institute, PAS. Collected 1971-06-07 in: Białowieża Forest District, Poland. Material type: head
DOI: 10.17632/5mb3j5953f.4
title: Development Aid Contracts Database: World Bank, Inter-American Development Bank, and EuropeAid

description: The Development Aid Contracts Database presents government contracts funded by the World Bank, Inter-American Development Bank and EuropeAid, principally from the years 2000-2017. The contract-level data were directly collected from the official contract publication sites of these organisations using webscraping methods. While the source publication formats are diverse both over time and across publishers, we standardized and harmonized the datasets so that they can be analysed jointly. The datasets contain key information on the contracting parties (e.g. buyer and supplier names) the contract’s content (e.g. contract value and product description) and details of the contracting process (e.g. contract award date or the procedure followed). In addition, it also contains information on the development aid projects of the contracts (e.g. project title and value). The data has wide reuse potential for researchers looking for detailed micro-level information on how major development aid spending takes place and what impacts it has. This database underlies the research article “Anti-corruption in aid-funded procurement: Is corruption reduced or merely displaced?” (Dávid-Barrett, Elizabeth, and Mihály Fazekas, 2020) which develops corruption risk indicators using the dataset presented.

An updated version of the source datasets can be found here: http://www.govtransparency.eu/data-update-of-world-bank-iadb-and-europeaid-datasets-on-development-aid-funded-contracts-and-projects-4/
DOI: 10.17632/fyjjfmnn5x.2
title: data for the manuscript: In Media We Trust: The Effect of Masspersonal Communication  on Trust in the Mass Media

description: Datasets used in for the article entitled, "In Media We Trust: The Effect of Masspersonal Communication on Trust in the Mass Media." The study relied on an online panel survey conducted between September 19-29, 2018, by the private survey firm Survey Sampling International (SSN) (now Dynata) (Author, 2020). The sample (N = 1,493 adults) reflects the population demographics measured in the U.S. Census Bureau’s 2016 American Community Survey (ACS). The roughly 70% cooperation rate (AAPOR, 2016; CR3) is an applicable standard used when the normal metric sample invitations cannot be calculated, and thus traditional response rates cannot be reported. The average age of the sample is 48.39 (SD=16.18). Among the respondents, 51% of them are women and 77.2% of them are white. The average education level for respondents is an associate’s or bachelor’s degree (M = 4.38, SD = 1.71, with some high school =1 and post-graduate degree =7) and average household income is between $45,000 and $75,000 per year (M = 4.84, SD = 2.14,  with Less than $15,000 =1 and More than $150,000 = 8).
DOI: 10.17632/g648w6sh73.1
title: Dataset for different intellectual capital dimensions and banks operational and financial performance

description: This dataset contains primary data of intellectual capital dimensions (human capital, structural capital, and Relational capital) as independent variables, and data of banks' operational and financial performance as dependent variables. The data were received from 136 bank employees through formerly examined and validated questionnaires. These data could be used to examine the variables’ relationships.
DOI: 10.17632/hw4j2k8xt3.1
title: Skin rash composition after checkpoint inhibitor therapy varies by therapeutic regimen 

description: Patient skin rash and control cell counts.
DOI: 10.48370/ofd/yol3c1/vnfzgc
title: MRIPAS_coll_118643_OndatraZibethica_1976_scan.jpg

description: :unav
DOI: 10.48370/ofd/yol3c1/uzyiw1
title: MRIPAS_coll_118643_OndatraZibethicus_1976_M_scan_ct.swf

description: :unav
DOI: 10.48370/ofd/yol3c1
title: Ondatra zibethicus - 118643, Zoological collection of the Mammal Research Institute, PAS

description: Ondatra zibethicus (Muskrat) from Zoological collection of the Mammal Research Institute, PAS. Collected 1976-04-08 in: Białowieża, Grudki, Poland. Material type: head
DOI: 10.17632/9hnyx6fwkb.1
title: DHS dataset

description: The quantitative work draws on the DHS conducted in African countries. The DHS is an ongoing paper in over 85 low and middle-income countries to construct nationally representative household samples (Corsi et al., 2012). The surveys are conducted at the frequency of three to six years. For Africa, DHSs have been conducted in collaboration with national statistical agencies. The DHS provides detailed information on demographic and social variables at the level of the household, as well as data separately for men, women and children. The demographic information provided includes age, marital status, household size and ethnicity. It also provides socio-economic status markers of individuals and households. These consist of level of education, employment status, household endowment and a wealth index. Table 1 provides the definitions and descriptive statistics on all variables considered in our empirical analyses.
DOI: 10.48370/ofd/vzrdzd/gyzvbh
title: MRIPAS_coll_149642_MustelaVison_1984_scan.jpg

description: :unav
DOI: 10.48370/ofd/vzrdzd/0ddfao
title: MRIPAS_coll_149642_MustelaVison_1984_M_scan_ct.swf

description: :unav
DOI: 10.48370/ofd/vzrdzd
title: Mustela vison - 149642, Zoological collection of the Mammal Research Institute, PAS

description: Mustela vison (American mink) from Zoological collection of the Mammal Research Institute PAS. Collected 1984-04-18, in: the estuary of the Braszcza River into the Narewka River, Browsk Forest District, Poland. Material type: head
DOI: 10.17632/g8pdrz8nvp.1
title: Table 2: Governance indicators and FDI inflow to Africa

description: The study established a positive causal effect of FDI on CO2 emissions loading from governance quality indicators (voice and accountability, political stability and absence of voice, governance effectiveness, the rule of law, regulatory quality, and corruption) and increase in fossil fuel energy consumption. Findings established the ‘sand the wheels’ pollution haven hypothesis as – (voice and accountability, political stability and absence of voice, governance effectiveness, the rule of law, regulatory quality) loaded positively on foreign direct investment and ‘grease the wheels’ hypothesis – (corruption) also loaded positively on foreign direct investment in Africa. However, the adverse of FDI running from weak governance on environmental degradation (CO2 emissions) are ineluctable. The complementarity effects of financial access in moderating the effect of fossil fuel consumption by income growth of the lowest 10% are also negative. Findings from the interactive regression provide useful insight for policymakers in transitioning from fossil fuel energy sources to renewable energy sources in Africa. For post-2015 –SDGs, recommendations are that the design and implementation of environmental sustainability and anti-graft policies be internationalized binding on all Multinational Corporations (MNCs) since domestic institutions in developing Africa are not weak and incapable of implementing sustainability and anti-graft policies.
DOI: 10.17632/hy9d3jf6ph.1
title: SMRT sequencing reveals differences in bacterial diversity in raw milk in different regions and seasons in China

description: Supplementary data to the article "SMRT sequencing reveals differences in bacterial diversity in raw milk in different regions and seasons in China"
DOI: 10.17632/6wkyg9zd5v.1
title: Descriptive statistics for Governance quality, FDI inflow and CO2 emissions in Africa

description: Descriptive statistics for  research article titled Governance quality, FDI inflow and CO2 emissions in Africa
DOI: 10.17632/8fw2xgc3rg.1
title: SMRT sequencing reveals differences in bacterial diversity in raw milk in different regions and seasons in China

description: Supplementary data to the article "SMRT sequencing reveals differences in bacterial diversity in raw milk in different regions and seasons in China"
DOI: 10.48370/ofd/ad5wev/dxjeju
title: MRIPAS_coll_153827_MustelaVison_1986_scan.jpg

description: :unav
DOI: 10.48370/ofd/ad5wev/bl4pai
title: MRIPAS_coll_153827_MustelaVison_1986_M_scan_ct.swf

description: :unav
DOI: 10.48370/ofd/ad5wev
title: Mustela vison - 153827, Zoological collection of the Mammal Research Institute, PAS

description: Mustela vison (American mink) from Zoological collection of the Mammal Research Institute PAS. Collected 1986-11-24, in: Jelonka River, near Narewka village, Browsk Forest District, Poland. Material type: head
DOI: 10.17632/fpctcb9n9t.1
title: List of References for Governance quality, FDI inflow and CO2 emissions in Africa

description: List of References for the research article Governance quality, FDI inflow and CO2 emissions in Africa
DOI: 10.17632/6t76ty4rjj.1
title: Vertical Transport of Sensible Heat and Meteoric Na by the Complete Temporal Spectrum of Gravity Waves in the MLT Above McMurdo (77.84˚S, 166.67˚E), Antarctica

description: This dataset supports the article " Vertical Transport of Sensible Heat and Meteoric Na by the Complete Temporal Spectrum of Gravity Waves in the MLT Above McMurdo (77.84˚S, 166.67˚E), Antarctica " (Journal of Geophysical Research-Atmosphere). The data are provided in MatLab format. Plotting programs are also included.
DOI: 10.17632/k2m7mjb8mc.1
title: Data for: Experimental data for creep and dynamic mechanical properties of polycarbonate and polycarbonate / acrylonitrile-butadiene-styrene

description: Data on the tensile, tensile creep behaviors and dynamic mechanical properties of polycarbonate (PC) and the alloy of polycarbonate / acrylonitrile-butadiene-styrene (PC/ABS) is submitted. The design of the specimens for tension test and creep test is according to ASTM-D-638-14. 
The tensile creep stress levels for PC are 52 MPa, 50 MPa, 49 MPa, 48 MPa, 47 MPa, 41 MPa, and 47 MPa, 45 MPa, 43 MPa, 41 MPa, 39 MPa, 30 MPa for PC/ABS. The dynamic mechanical behavior raw data of PC and PC/ABS at 1 Hz, and the dynamic mechanical behavior raw data of PC/ABS at three frequencies (0.1 Hz, 1 Hz and 10 Hz) are submitted.
The scanning electron microscope (SEM) images of the creep fracture surface of PC at 47 MPa, 52 MPa and PC/ABS at 39 MPa, 47 MPa are also provided in this repository.
DOI: 10.5281/zenodo.6520937
title: Data from 36 fungicide trials on grape downy mildew across Europe 2012-2019

description: The data set comprises records of disease incidence and yield from untreated and treated plots. The data is provided as both a tab-separated text file and a binary R data file. The R files provides code to read and plot the data. The plot produced is also provided as a PNG file. The field trials were conducted by BASF, Germany. <em>Details</em><br> The PlantPart column refers to leaves (LEAF), inflorescences (RACEME) and grape clusters (FRUIT). The disease (GDM) was assessed by two methods (Method column), designated P%FREQ and P%INF:<br> • P%INF: Intensity of attack was obtained as a visual estimation of the percentage of each plant part (leaf, raceme or grape cluster) affected by disease.<br> • P%FREQ: Frequency of attack was obtained as the number of infected plant parts (leaf, raceme or grape cluster). The frequency was expressed as a percentage of the number sampled.
description: Supported by EU H2020-SFS-2018-2020 (grant agreement 817617).
DOI: 10.5281/zenodo.6353532
title: Data from 36 fungicide trials on grape downy mildew across Europe 2012-2019

description: The data set comprises records of disease incidence and yield from untreated and treated plots. The data is provided as both a tab-separated text file and a binary R data file. The R files provides code to read and plot the data. The plot produced is also provided as a PNG file. The field trials were conducted by BASF, Germany. <em>Details</em><br> The PlantPart column refers to leaves (LEAF), inflorescences (RACEME) and grape clusters (FRUIT). The disease (GDM) was assessed by two methods (Method column), designated P%FREQ and P%INF:<br> • P%INF: Intensity of attack was obtained as a visual estimation of the percentage of each plant part (leaf, raceme or grape cluster) affected by disease.<br> • P%FREQ: Frequency of attack was obtained as the number of infected plant parts (leaf, raceme or grape cluster). The frequency was expressed as a percentage of the number sampled.
description: Supported by EU H2020-SFS-2018-2020 (grant agreement 817617).
DOI: 10.48370/ofd/jvpvce/fqxscc
title: MRIPAS_coll_158753_MustelaVison_1989_scan.jpg

description: :unav
DOI: 10.17632/ywpyf4sf2g.2
title: Macaques’ distribution changes from the Pleistocene in East Asia and perspectives in conservation

description: This project includes the datasets of geographic distributions of the fossil macaques found in the Pleistocene, and extant taxa (1970 - 2000), collected from a broad literature review of academic journals, government annals, archives, magazines, and books in Chinese
DOI: 10.48370/ofd/jvpvce/3sfatb
title: MRIPAS_coll_158753_MustelaVison_1989_F_scan_ct.swf

description: :unav
DOI: 10.48370/ofd/jvpvce
title: Mustela vison - 158753, Zoological collection of the Mammal Research Institute, PAS

description: Mustela vison (American mink) from Zoological collection of the Mammal Research Institute PAS. Collected 1989-12-05, in: Mammal Research Institute, Polish Academy of Sciences Vivarium, Poland. Material type: head
DOI: 10.17632/kdfjcyz5z2.1
title: VarDB2.0 - a proteogenomics database

description: This VarDB2.0 database contains variant peptide sequences from COSMIC mutation, non-synonymous SNPs, three frame translated lncRNA and Pseudogenes.

The database is used in the following paper, please cite the paper if it contributes your work:

Rong Xiang, Leyao Ma, Mingyu Yang, Zetian Zheng, XiaoFang Cheng, Fujian Jia, Fanfan Xie, Fuqiang Li, Kui Wu, Yafeng Zhu*. Increased expression of peptides from non-coding genes in cancer proteomics datasets suggests potential tumor neoantigens. Communications Biology. April 2021. 

File information:
VarDB2.gtf - a GTF format contains genomics coordinates for corresponding transcripts included in VarDB2.0
VarDB2.zip - a zipped fasta format for VarDB2.fasta variant peptide sequences.
CanProVar_peptide.fa.txt.zip -  a zipped fasta format for variant peptides from CanProVar DB. 
Note: CanProVar_peptide.fa is already included in VarDB2.fasta. 

e.g. variant peptide from non-synonymous SNPs
>CanProVar_rs6673641_ZMYM6_P134S_missense_15
CITRHSSPACLPPPSKK

the last integer "_15" in the header indicates the position of substituted amino acid in the peptide sequence.
"P134S" indicates the position of substituted amino acid in the protein sequence.

e.g. variant peptide from COSMIC mutation
>COSMIC:ENST00000342988:SMAD4:p.K519E:Substitution-Missense:4
the last integer "4" in the header indicates the position of substituted amino acid in the peptide sequence.
"p.K519E" indicates the position of substituted amino acid in the protein sequence.

e.g. variant peptide from three frame translated Pseudogenes.
>PGOHUM_ENST00000359512.8_PAR_Y_WASH6P_RF2
"RF2" indicates it is translated from the seconding reading frame (starting from second nucleotide) of its transcript with stop codon allowed in the middle. 

e.g. variant peptide from three frame translated lncRNA.
>lncRNA_lnc-MLKL-27:11_RF2
"RF2" indicates it is translated from the seconding reading frame (starting from second nucleotide) of its transcript with stop codon allowed in the middle.
DOI: 10.48370/ofd/87arcv/u4ahfh
title: MRIPAS_coll_158754_MustelaVison_1989_scan.jpg

description: :unav
DOI: 10.48370/ofd/87arcv/ssxc6s
title: MRIPAS_coll_158754_MustelaVison_1989_F_scan_ct.swf

description: :unav
DOI: 10.48370/ofd/87arcv/lzhabj
title: mripas_coll_158754_mustelavison_1989_skull_3D.stl

description: :unav
DOI: 10.48370/ofd/87arcv/iyr1yb
title: mripas_coll_158754_mustelavison_1989_jaw_3D.stl

description: :unav
DOI: 10.48370/ofd/87arcv
title: Mustela vison - 158754, Zoological collection of the Mammal Research Institute, PAS

description: Mustela vison (American mink) from Zoological collection of the Mammal Research Institute PAS. Collected 1989-12-08, in: Mammal Research Institute, Polish Academy of Sciences Vivarium, Poland. Material type: head
DOI: 10.48370/ofd/bsokfb/t3jiec
title: MRIPAS_coll_33235_ApodemusFlavicollis_1963_M_head_xray_scan_ct.swf

description: :unav