cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25392/leicester.data.12584828.v1
title: Ensete microsatellite database enssrmarker

description: Molecular marker database to supportThe landscape of microsatellites in the enset (<i>Ensete ventricosum</i>) genome and web-based marker resource development Manosh Kumar Biswas, Jaypal N. Darbar, James S. Borrell, Mita Bagchi, Dhiman Biswas,Gizachew Woldesenbet Nuraga, Sebsebe Demissew, Paul Wilkin, Trude Schwarzacher and J. S. (Pat) Heslop-Harrison<br>
DOI: 10.6084/m9.figshare.12584765
title: Raw data.xlsx

description: Chemical camouflage of the article Lima et al., in prep.
DOI: 10.6084/m9.figshare.12584744
title: Brokerage scores, Telegram Far-right

description: Brokerage scores data, accompanying the paper "What they do in the shadows: Examining the far-right networks on Telegram" <br>
DOI: 10.6084/m9.figshare.12584765.v1
title: Raw data.xlsx

description: Chemical camouflage of the article Lima et al., in prep.
DOI: 10.6084/m9.figshare.12584699
title: test.txt

description: test for test<br>
DOI: 10.6084/m9.figshare.12584744.v1
title: Brokerage scores, Telegram Far-right

description: Brokerage scores data, accompanying the paper "What they do in the shadows: Examining the far-right networks on Telegram" <br>
DOI: 10.6084/m9.figshare.12584699.v1
title: test.txt

description: test for test<br>
DOI: 10.6084/m9.figshare.12584513
title: s1_s2_s3_supplementary_material_&_analyisis_codes_trogloregions_alvarenga_et_al.rar

description: Supplementary material from the trogloregions manuscript, containing raw data, shapefiles and analysis codes.
DOI: 10.6084/m9.figshare.12584513.v1
title: s1_s2_s3_supplementary_material_trogloregions_alvarenga_et_al.rar

description: |Supplementary material from the trogloregions manuscript.
DOI: 10.6084/m9.figshare.12584513.v2
title: s1_s2_s3_supplementary_material_trogloregions_alvarenga_et_al.rar

description: Supplementary material from the trogloregions manuscript.
DOI: 10.6084/m9.figshare.12584018
title: 3-D brittle failure of Mariana

description: The .mat file includes the 3-D bending deformation and yield zone distribution of the Pacific subducting plate at the Mariana Trench.Description of files:deformation ---- 3-D plate bending deformation of the Mariana subduction;longitude ----- longitude grids of study area;<br>latitude ------ latitude grids of study area;yield_zone_depth ---- calculated yield zone depth of the Mariana Trench;stress ----- calculated 3-D plate bending stress of the Mariana Trench<br>(1) You can use the script: surf (longitude, latitude, deformation/yield_zone_depth); shading interp to visualize the bending deformation/yield zone depth in Matlab<br>(2) The stress data is a 3-D matrix (m×n×p)
DOI: 10.6084/m9.figshare.12584513.v3
title: s1_s2_s3_supplementary_material_&_software_codes_trogloregions_alvarenga_et_al.rar .rar

description: Supplementary material from the trogloregions manuscript, containing raw data, shapefiles and software codes.
DOI: 10.6084/m9.figshare.12584018.v2
title: 3-D brittle failure of Mariana

description: The .mat file includes the 3-D bending deformation and yield zone distribution of the Pacific subducting plate at the Mariana Trench.Description of files:deformation ---- 3-D plate bending deformation of the Mariana subduction;longitude ----- longitude grids of study area;<br>latitude ------ latitude grids of study area;yield_zone_depth ---- calculated yield zone depth of the Mariana Trench;stress ----- calculated 3-D plate bending stress of the Mariana Trench<br>(1) You can use the script: surf (longitude, latitude, deformation/yield_zone_depth); shading interp to visualize the bending deformation/yield zone depth in Matlab<br>(2) The stress data is a 3-D matrix (m×n×p)
DOI: 10.6084/m9.figshare.12584018.v1
title: 3-D brittle failure of Mariana

description: The .mat file includes the 3-D bending deformation and yield zone distribution of the Pacific Plate at the Mariana Trench.
DOI: 10.6084/m9.figshare.12584513.v5
title: s1_s2_s3_supplementary_material_&_analyisis_codes_trogloregions_alvarenga_et_al.rar

description: Supplementary material from the trogloregions manuscript, containing raw data, shapefiles and analysis codes.
DOI: 10.6084/m9.figshare.12582818
title: 3.2 Performance of the ANN Model

description: Use of ANN for prediction ADR of two drugs<br>
DOI: 10.6084/m9.figshare.12582833
title: Data Set S1 - GRL - Jezero

description: This data set provides the morphometric values for small craters on the mafic floor unit at Jezero crater and at the InSight landing site on Mars.<br>
DOI: 10.6084/m9.figshare.12584513.v4
title: s1_s2_s3_supplementary_material_&_software_codes_trogloregions_alvarenga_et_al.rar .rar

description: Supplementary material from the trogloregions manuscript, containing raw data, shapefiles and analysis codes.
DOI: 10.6084/m9.figshare.12582797
title: Substrate degradation_raw_data_.xlsx

description: Data sheet of substrates degradation of the bacterial isolates
DOI: 10.6084/m9.figshare.12582818.v1
title: 3.2 Performance of the ANN Model

description: Use of ANN for prediction ADR of two drugs<br>
DOI: 10.6084/m9.figshare.12582833.v1
title: Data Set S1 - GRL - Jezero

description: This data set provides the morphometric values for small craters on the mafic floor unit at Jezero crater and at the InSight landing site on Mars.<br>
DOI: 10.6084/m9.figshare.12582767
title: Enzyamtic activity_Raw data.xlsx

description: Enzymatic activity of the bacterial isolates against cellulose, starch and xylan.
DOI: 10.6084/m9.figshare.12582779
title: Optimal and stability of enzymes_Raw data_.xlsx

description: Optimal and stability of enzyme investigated under different temperature and pH.
DOI: 10.6084/m9.figshare.12582791
title: Optimal growth_raw data_.xlsx

description: Data sheet of bacterial growth under different temperature and pH.
DOI: 10.6084/m9.figshare.12582767.v1
title: Enzyamtic activity_Raw data.xlsx

description: Enzymatic activity of the bacterial isolates against cellulose, starch and xylan.
DOI: 10.6084/m9.figshare.12582797.v1
title: Substrate degradation_raw_data_.xlsx

description: Data sheet of substrates degradation of the bacterial isolates
DOI: 10.6084/m9.figshare.12582779.v1
title: Optimal and stability of enzymes_Raw data_.xlsx

description: Optimal and stability of enzyme investigated under different temperature and pH.
DOI: 10.6084/m9.figshare.12582791.v1
title: Optimal growth_raw data_.xlsx

description: Data sheet of bacterial growth under different temperature and pH.
DOI: 10.6084/m9.figshare.12582632
title: CPS list of papers and categories

description: this is the file containing the results of our mapping study on cognitive production systems conducted in 2019/2020<br>
DOI: 10.6084/m9.figshare.12582601
title: Codes from Oncolytic virus therapy benefits from control theory

description: It contains the codes used to generate the manuscript
DOI: 10.6084/m9.figshare.12582601.v1
title: Codes from Oncolytic virus therapy benefits from control theory

description: It contains the codes used to generate the manuscript
DOI: 10.6084/m9.figshare.12582215
title: SLA (2018 non-summer months)

description: From https://cds.climate.copernicus.eu, contains gridded sea level anomaly data from the 15th day of January, February, March, April, August, September, October, November, December 2018.
DOI: 10.6084/m9.figshare.12582164
title: count_of_targets.csv

description: SQL query used<br><br><pre>SELECT standard_type, label, mc_target_name, Count(distinct CANONICAL_SMILES) FROM activities JOIN assays ON assays.assay_id = activities.assay_id JOIN compound_structures ON activities.molregno = compound_structures.molregno JOIN bioassay_ontology ON assays.bao_format = bioassay_ontology.bao_id WHERE activities.pchembl_value IS NOT NULL AND mc_target_name IS NOT NULL GROUP BY standard_type, label, mc_target_name ORDER BY Count(distinct CANONICAL_SMILES) DESC LIMIT 100 </pre>
DOI: 10.6084/m9.figshare.12582164.v1
title: count_of_targets.csv

description: SQL query used<br><br><pre>SELECT standard_type, label, mc_target_name, Count(distinct CANONICAL_SMILES) FROM activities JOIN assays ON assays.assay_id = activities.assay_id JOIN compound_structures ON activities.molregno = compound_structures.molregno JOIN bioassay_ontology ON assays.bao_format = bioassay_ontology.bao_id WHERE activities.pchembl_value IS NOT NULL AND mc_target_name IS NOT NULL GROUP BY standard_type, label, mc_target_name ORDER BY Count(distinct CANONICAL_SMILES) DESC LIMIT 100 </pre>
DOI: 10.6084/m9.figshare.12582215.v2
title: SLA (2018 non-summer months)

description: From https://cds.climate.copernicus.eu, contains gridded sea level anomaly data from the 15th day of January, February, March, April, August, September, October, November, December 2018.
DOI: 10.6084/m9.figshare.12582215.v1
title: SLA (non-summer months)

description: From https://cds.climate.copernicus.eu, contains gridded sea level anomaly data from the 15th day of January, February, March, April, August, September, October, November, December 2018.
DOI: 10.25380/iastate.12582110
title: Western corn rootworm abundance, injury to corn, and resistance to Cry3Bb1 in the local landscape of previous problem fields

description: Data was collected between 2015 and 2018. In this study, we examined fields that had previously experienced greater-than-expected injury to Cry3 (Cry3Bb1 or mCry3A) corn roots (&gt;1 node) (focal fields), and fields in the landscape surrounding these fields up to 2.2 km away. Fields were sampled in 2015, 2016, and 2017 to quantify rootworm abundance, root injury, Cry3Bb1 resistance, and rootworm management strategies by farmers (i.e., cultivation of corn, type of corn that was grown, and insecticide use over the previous 6 years). Additionally, a comparison of root injury to Bt and non-Bt corn within fields was made. Files are organized by analysis of interest, and each data file is paired with a text file of accompanying SAS code, which was used for analysis. Analyses are: survival data from bioassays to test for resistance to Cry3Bb1 and proportion third instar larvae in bioassays, analysis of corrected survival in bioassays, analysis of field history variables, analysis comparing root injury to Bt and non-Bt corn, analysis of root injury, adult rootworm abundance in fields, and correlations of these metrics with distance from focal fields.
DOI: 10.25380/iastate.12582110.v1
title: Western corn rootworm abundance, injury to corn, and resistance to Cry3Bb1 in the local landscape of previous problem fields

description: Data was collected between 2015 and 2018. In this study, we examined fields that had previously experienced greater-than-expected injury to Cry3 (Cry3Bb1 or mCry3A) corn roots (&gt;1 node) (focal fields), and fields in the landscape surrounding these fields up to 2.2 km away. Fields were sampled in 2015, 2016, and 2017 to quantify rootworm abundance, root injury, Cry3Bb1 resistance, and rootworm management strategies by farmers (i.e., cultivation of corn, type of corn that was grown, and insecticide use over the previous 6 years). Additionally, a comparison of root injury to Bt and non-Bt corn within fields was made. Files are organized by analysis of interest, and each data file is paired with a text file of accompanying SAS code, which was used for analysis. Analyses are: survival data from bioassays to test for resistance to Cry3Bb1 and proportion third instar larvae in bioassays, analysis of corrected survival in bioassays, analysis of field history variables, analysis comparing root injury to Bt and non-Bt corn, analysis of root injury, adult rootworm abundance in fields, and correlations of these metrics with distance from focal fields.
DOI: 10.6084/m9.figshare.12582051
title: Secondary ion mass spectrometry (SIMS) U–Pb data for unknowns and reference material Temora 2. The age of the Sääksjärvi impact structure (Finland): reconciling the timing of small impacts in crystalline basement with that of regional basin development

description: Supplementary data tables: Secondary ion mass spectrometry (SIMS) U–Pb data for unknowns and reference material Temora 2.
DOI: 10.6084/m9.figshare.12582032
title: Supplementary S3. Comparison of Various Machine Learning Models with ANNs- KNN_and_Naive_Bayes

description: Output dataset for KNN and Naive Bayes prediction used for the comparision of the model with ANN for the prediction of ADRs caused by two drugs in combination<br>
DOI: 10.6084/m9.figshare.12582051.v1
title: Secondary ion mass spectrometry (SIMS) U–Pb data for unknowns and reference material Temora 2. The age of the Sääksjärvi impact structure (Finland): reconciling the timing of small impacts in crystalline basement with that of regional basin development

description: Supplementary data tables: Secondary ion mass spectrometry (SIMS) U–Pb data for unknowns and reference material Temora 2.
DOI: 10.6084/m9.figshare.12582032.v1
title: Supplementary S3. Comparison of Various Machine Learning Models with ANNs- KNN_and_Naive_Bayes

description: Output dataset for KNN and Naive Bayes prediction used for the comparision of the model with ANN for the prediction of ADRs caused by two drugs in combination<br>
DOI: 10.6084/m9.figshare.12581735
title: Supplementary data for the paper: Systematic Evaluation of Normalization Methods for Glycomics Data Based on Performance of Network Inference

description: The dataset includes unprocessed IgG N-glycan data measured in five cohorts: Korcula2013, Korcula2010, Split, Vis (LC-ESI-MS), and the controls from a colorectal cancer study (UHPLC-FLD).
DOI: 10.6084/m9.figshare.12581735.v1
title: Supplementary data for the paper: Systematic Evaluation of Normalization Methods for Glycomics Data Based on Performance of Network Inference

description: The dataset includes unprocessed IgG N-glycan data measured in five cohorts: Korcula2013, Korcula2010, Split, Vis (LC-ESI-MS), and the controls from a colorectal cancer study (UHPLC-FLD).
DOI: 10.26180/5efbc13827879
title: Supplementary Figure 3

description: Raw data for Supplementary Figure 3 in Functional validation of CHMP7 as an ADHD risk gene.
DOI: 10.26180/5efbc11e15b3c
title: Supplementary Figure 1

description: Raw data for Supplementary Figure 1 in Functional validation of CHMP7 as an ADHD risk gene.
DOI: 10.26180/5efbc04d6c350
title: Figure 4

description: Raw data for Figure 4 in Functional validation of CHMP7 as an ADHD risk gene.
DOI: 10.26180/5efbc02ace942
title: Figure 3

description: Raw data for Figure 3 in Functional validation of CHMP7 as an ADHD risk gene.
DOI: 10.26180/5efbbfd169683
title: Figure 1

description: Raw data for Figure 1 in Functional validation of CHMP7 as an ADHD risk gene.
DOI: 10.6084/m9.figshare.12581582
title: Sremec et al data table.mc1

description: Data used for analyses in the paper titled "Soluble Fas and FasL are associated with presence of antinuclear antibodies in multiple sclerosis"
DOI: 10.6084/m9.figshare.12581582.v1
title: Sremec et al data table.mc1

description: Data used for analyses in the paper titled "Soluble Fas and FasL are associated with presence of antinuclear antibodies in multiple sclerosis"
DOI: 10.6084/m9.figshare.12581579
title: Sea-level rise and the emergence of a keystone grazer alter the geomorphic evolution and ecology of southeast US salt marshes

description: Dataset supporting article entitled, "Sea-level rise and the emergence of a keystone grazer alter the geomorphic evolution and ecology of southeast US salt marshes"<br>
DOI: 10.25399/unisadata.12581483
title: Quantitative Research Methods and Data Analysis Workshop 2020

description: We include the course syllabus used to teach quantitative research design and analysis methods to graduate Linguistics students using a blended teaching and learning approach. <br>The blended course took place over two weeks and builds on a face to face course presented over two days in 2019. Students worked through the topics in preparation for a live interactive video session each Friday to go through the activities. Additional communication took place on Slack for two hours each week. A survey was conducted at the start and end of the course to ascertain participants' perceptions of the usefulness of the course. The links to online elements and the evaluations have been removed from the uploaded course guide.<br>Participants who complete this workshop will be able to:- outline the steps and decisions involved in quantitative data analysis of linguistic data- explain common statistical terminology (sample, mean, standard deviation, correlation, nominal, ordinal and scale data)<br>- perform common statistical tests using jamovi (e.g. t-test, correlation, anova, regression)- interpret and report common statistical tests- describe and choose from the various graphing options used to display data- use jamovi to perform common statistical tests and graph results<br>EvaluationParticipants who complete the course will use these skills and knowledge to complete the following activities for evaluation:- analyse the data for a project and/or assignment (in part or in whole)- plan the results section of an Honours research project (where applicable)<br>Feedback and suggestions can be directed to M Schaefer schaemn@unisa.ac.za<br>
DOI: 10.6084/m9.figshare.12581678.v1
title: Dataset for the paper "Towards accurate and practical drone-based wind measurements with an ultrasonic anemometer"

description: This is a dummy that will be filled if the paper is accepted for review.
DOI: 10.6084/m9.figshare.12581435
title: Metadata record for: Arctic tidal current atlas

description: This dataset contains key characteristics about the data described in the Data Descriptor Arctic tidal current atlas. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br> <br> <br>
DOI: 10.6084/m9.figshare.12581435.v1
title: Metadata record for: Arctic tidal current atlas

description: This dataset contains key characteristics about the data described in the Data Descriptor Arctic tidal current atlas. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br> <br> <br>
DOI: 10.6084/m9.figshare.12581378
title: alogp_chembl.csv.zip

description: Log P data from the Chembl database.<br>
DOI: 10.6084/m9.figshare.12581402
title: Supplementary Material for: Differential Impact of Cognitive Impairment in MCI Patients: A Case-Based Report

description: Mild cognitive impairment (MCI) traditionally refers to an intermediate stage between healthy individuals and early Alzheimer disease. Evidence shows grey and white matter volume changes and decrease in several executive functions, albeit the relation between cognitive performance and brain volume remains unclear. Here, we discuss 3 individual cases of MCI by investigating their MRI scans and cognitive test performance. We also recruited age-matched healthy older adults serving as gold standard for both grey and white matter volume and cognitive test outcomes. Our results show the impact of cognitive impairment on cognitive test performance and grey and white matter volumes, and the role played by cognitive and brain reserve on mitigating cognitive decline. Furthermore, we add evidence to previous studies by showing an increase in white matter volume compared to healthy controls, in all 3 patients. This pattern of increased white matter volume might help us to better understand the pathological mechanisms underlying MCI which in turn could contribute to future investigations.
DOI: 10.6084/m9.figshare.12581678.v2
title: Dataset for the paper "Towards accurate and practical drone-based wind measurements with an ultrasonic anemometer"

description: This is a dummy that will be filled if the paper is accepted for review.
DOI: 10.6084/m9.figshare.12581399
title: chembl_26_schema_documentation.txt

description: Schema for the chembl database.<br>
DOI: 10.6084/m9.figshare.12581360
title: Supplementary Material for: The Nonantibiotic Macrolide EM900 Attenuates House Dust Mite-Induced Airway Inflammation in a Mouse Model of Obesity-Associated Asthma

description: <b><i>Introduction:</i></b> Obesity-associated asthma is characterized by type 2-low airway inflammation. We previously showed that EM900, which is a 12-membered nonantibiotic macrolide, suppressed airway inflammation in a mouse model of asthma exacerbation. The aim of this study was to clarify the effects of EM900 in obesity-associated asthma. <b><i>Methods:</i></b> BALB/c mice were fed a low-fat diet (LFD) or high-fat diet (HFD). Mice were intranasally sensitized and challenged with house dust mites (HDMs) and were orally administered EM900. Airway inflammation was assessed using inflammatory cells in bronchoalveolar lavage (BALF). Cytokines were examined by ELISA in lung tissues. Lung interstitial macrophages (CD45<sup>+</sup>, CD11c<sup>low</sup>, CD11b<sup>+</sup>, and Ly6c<sup>−</sup>) were counted by flow cytometry in single cells from lung tissues. <b><i>Results:</i></b> Body weight increased significantly in the HFD compared with the LFD group. The total cell count and numbers of neutrophils and eosinophils in BALF were significantly suppressed by EM900 administration in the HFD-HDM group. The levels of interleukin (IL)-17A were increased in the HFD-HDM group compared with the LFD-HDM group, although the difference did not reach statistical significance. The levels of IL-17A, macrophage inflammatory protein 2, IL-1β, IL-5, and regulated on activation, normal T cell expressed and secreted in lung tissue were significantly suppressed by EM900 administration in the HFD-HDM group. The percentage of interstitial macrophages in lungs was significantly decreased by EM900 administration in the HFD-HDM group. <b><i>Conclusion:</i></b> Both type 2 and type 2-low airway inflammation were attenuated by EM900 in this obesity-associated asthma model. These results show that EM900 might be a candidate agent for the treatment of obesity-associated asthma.
DOI: 10.6084/m9.figshare.12581399.v1
title: chembl_26_schema_documentation.txt

description: Schema for the chembl database.<br>
DOI: 10.6084/m9.figshare.12581378.v1
title: alogp_chembl.csv.zip

description: Log P data from the Chembl database.<br>
DOI: 10.6084/m9.figshare.12581303
title: Supporting data - N forms and Humus% in Sand soil, Nyírség

description: Raw data of N forms:-Nitrate-Ammonium-Total-N-Organic-N-pH-KA (textrure Arany type)<br>including ABS values for each N form and Humus% in 3 repetitions