cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/87fe4b6acff0c335c72e5bd2d8a63a89
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 2 meteorological station: Daily summary data: 2013 - ongoing

description: This data package contains hourly air temperature, relative humidity, wind speed, wind direction, and precipitation summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-2 met station. Air temperature, relative humidity, wind speed, wind direction, and precipitation are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively . This is an ONGOING dataset.
DOI: 10.6073/pasta/27310b2ba47244222ab0f8c77ea7a511
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 2 meteorological station: 1-second summary precipitation data: 2017 - ongoing

description: 1-second summary precipitation data at CSIS Block-2 met station. Total precipitation per second is recorded only if there is measurable precipitation. This is recorded at an automated meteorological station installed at Jornada LTER CSIS Block-2 site.. This climate station is operated by the Jornada LTER Program. This is an ONGOING dataset. IMPORTANT: Rainfall is only recorded when a bucket tip occurs on the tipping bucket rain gauge. If there is missing data due to equipment or other problems, there will be no indication of this within this dataset. The user needs to review precipitation values in the 30 minute or hourly summary datasets to determine if there are missing data in this 1 second detailed precipitation dataset.
DOI: 10.17632/wxxj27ddsy.1
title: immune gene data

description: immune gene data
DOI: 10.17632/9kwxt6jf3m.1
title: Metabolomics combined with network pharmacology uncovers effective targets of Tao-Hong-Si-Wu Decoction for its protection from sepsis associated acute lung injury

description: Data of the key metabolites and the top relevant genes found in the study.
DOI: 10.17632/fzxg6ghmpz.1
title: Mendeley Supplemental material_AA meta

description: Supplementary materials for the evaluation of JAK inhibitors on effect and safety in alopecia areata: A systematic review and meta-analysis of 2018 patients. The supplement material includes 11 images and 13 tables that complement the text to provide evidence of the efficacy and safety of JAK inhibitors in treating alopecia areata.
DOI: 10.17632/fzxg6ghmpz.2
title: Mendeley Supplemental material_AA meta

description: Supplementary materials for the evaluation of JAK inhibitors on effect and safety in alopecia areata: A systematic review and meta-analysis of 2018 patients. The supplement material includes 11 images and 13 tables that complement the text to provide evidence of the efficacy and safety of JAK inhibitors in treating alopecia areata.
DOI: 10.17632/fzxg6ghmpz.3
title: Mendeley Supplemental material_AA meta

description: Supplementary materials for the evaluation of JAK inhibitors on effect and safety in alopecia areata: A systematic review and meta-analysis of 2018 patients. The supplement material includes 11 images and 13 tables that complement the text to provide evidence of the efficacy and safety of JAK inhibitors in treating alopecia areata.
DOI: 10.17632/fzxg6ghmpz.4
title: Mendeley Supplemental material_AA meta

description: Supplementary materials for the evaluation of JAK inhibitors on effect and safety in alopecia areata: A systematic review and meta-analysis of 2018 patients. The supplement material includes 15 images and 13 tables that complement the text to provide evidence of the efficacy and safety of JAK inhibitors in treating alopecia areata.
DOI: 10.17632/pjdw74m67c.1
title: Determination of significant effect size of an observed factor in a complex events based on a multi-variate model for binary outcome

description:  A standardized model was developed to understand the intensity of a observed factor on the outcome and the relationships among AR (Es), RR, and complexity. The range of the Es is typically 0–1; Es < 0.25 indicates a weak intensity factor; > 0.50 indicates a high intensity factor. Actual data were collected for a deeper understanding of the Es. The effect of sex on height was Es=0.56, over 0.50 implying a high effect.
DOI: 10.17632/pjdw74m67c.2
title: Determination of significant effect size of an observed factor in a complex events based on a multi-variate model for binary outcome

description:  A standardized model was developed to understand the intensity of a observed factor on the outcome and the relationships among AR (Es), RR, and complexity. The range of the Es is typically 0–1; Es < 0.25 indicates a weak intensity factor; > 0.50 indicates a high intensity factor. Actual data were collected for a deeper understanding of the Es. The effect of sex on height was Es=0.56, over 0.50 implying a high effect.
DOI: 10.6084/m9.figshare.21259479
title: Data for Analysis Helicobacter pylori Prevalence in Indonesia West and East Region

description: The data contain many variable that we analyzed and present in our paper entitled " <em><strong>Helicobacter pylori</strong></em><strong> Prevalence in Indonesia: Higher Infection Risk in Eastern Region Population"</strong> <br> All variable are result of the investigation and observation. <br>
DOI: 10.6084/m9.figshare.21259479.v3
title: Data for Analysis Helicobacter pylori Prevalence in Indonesia West and East Region

description: The data contain many variable that we analyzed and present in our paper entitled " <em><strong>Helicobacter pylori</strong></em><strong> Prevalence in Indonesia: Higher Infection Risk in Eastern Region Population"</strong> <br> All variable are result of the investigation and observation. <br>
DOI: 10.6084/m9.figshare.21259479.v4
title: Data for Analysis Helicobacter pylori Prevalence in Indonesia West and East Region

description: The data contain many variable that we analyzed and present in our paper entitled " <em><strong>Helicobacter pylori</strong></em><strong> Prevalence in Indonesia: Higher Infection Risk in Eastern Region Population"</strong> <br> All variable are result of the investigation and observation. <br>
DOI: 10.17632/4gmd9xnwhs.1
title: NewData_FischbeinIntuitiveModels

description: This dataset includes answers of 902 grade 7 students to Fischbein and colleagues' questionnaire (1985).
The new answers were collected in 2020 in several Italian schools and the dataset includes also information about schools background.
DOI: 10.17632/4gmd9xnwhs.2
title: NewData_FischbeinIntuitiveModels

description: This dataset includes answers of 902 grade 7 students to Fischbein and colleagues' questionnaire (1985).
The new answers were collected in 2020 in several Italian schools and the dataset includes also information about schools background.
DOI: 10.17632/4gmd9xnwhs.3
title: NewData_FischbeinIntuitiveModels

description: This dataset includes answers of 902 grade 7 students to Fischbein and colleagues' questionnaire (1985).
The new answers were collected in 2020 in several Italian schools and the dataset includes also information about schools background.
DOI: 10.17632/zwcgsnkv9r.1
title: Random Forest Variable Importance Metrics for Mapping Changes from grasslands to arable lands

description: Appendix for scientific publication- complete results.
DOI: 10.17632/zwcgsnkv9r.2
title: Random Forest Variable Importance Metrics for Mapping Changes from grasslands to arable lands

description: Appendix for scientific publication- complete results.
DOI: 10.17632/zwcgsnkv9r.3
title: An Evaluation of Random Forest variable importance metrics for mapping changes from grassland to arable land in the Czech republic

description: Appendix for scientific publication- complete results.
DOI: 10.17632/zwcgsnkv9r.4
title: An Evaluation of Random Forest variable importance metrics for mapping changes from grassland to arable land in the Czech republic

description: Appendix for scientific publication- complete results.
DOI: 10.6073/pasta/b82b676098b276062307c74add7917ad
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 3 meteorological station: 30-minute summary data: 2017 - ongoing

description: This data package contains 30-minute air temperature, relative humidity, and wind summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-1 met station. Average air temperature, relative humidity, wind speed, wind direction, and precipitation are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively. This is an ONGOING dataset.
DOI: 10.15121/1893533
title: Utah FORGE: Deep Wells Temperature Surveys as of September 2022

description: This Excel spreadsheet contains temperature survey results for Utah FORGE wells 58-32, 78-32, 56-32, 16A(78)-32 and 78B-32. It also contains charts and comparisons, along with a "Data Summary" which provides links to previous GDR submissions with temperature data for each well.
DOI: 10.17632/2sk3bv45tc.1
title: Determination of significant effect size of an observed factor in a complex events

description: A standardized model was developed to understand the intensity of a observed factor on the outcome and the relationships among AR (Es), RR, and complexity. The range of the Es is typically 0–1; Es < 0.25 indicates a weak intensity factor; > 0.50 indicates a high intensity factor. Actual data were collected for a deeper understanding of the Es. The effect of sex on height was Es=0.56, over 0.50 implying a high effect.
DOI: 10.17632/sp2tpwj4vd.1
title: Data for: The effect of chronic academic stress on directed forgetting

description: Behavioral data
DOI: 10.17632/sp2tpwj4vd.2
title: Data for: The effect of chronic academic stress on directed forgetting

description: Data of Behavioural, Cortisol concentration, and Questionnaire.
DOI: 10.17632/cx7kg2n2nh.1
title: Exploration of the Potential Mechanism of Baicalin for Hepatic Fibrosis Based on Network Pharmacology, gut microbiota and Experimental Validation

description: 16s sequencing data that belong to the manuscript titled Exploration of the Potential Mechanism of Baicalin for Hepatic Fibrosis Based on Network Pharmacology, gut microbiota and Experimental Validation. This study utilized 16S rRNA gene sequencing to investigate if the positive impact of Baicalin is connected to the modulation of intestinal microbiota. all the interpreted of result are in report file.
DOI: 10.17632/cx7kg2n2nh.2
title: Exploration of the Potential Mechanism of Baicalin for Hepatic Fibrosis Based on Network Pharmacology, gut microbiota and Experimental Validation

description: 16s sequencing data that belong to the manuscript titled Exploration of the Potential Mechanism of Baicalin for Hepatic Fibrosis Based on Network Pharmacology, gut microbiota and Experimental Validation. This study utilized 16S rRNA gene sequencing to investigate if the positive impact of Baicalin is connected to the modulation of intestinal microbiota. all the interpreted of result are in report file.
DOI: 10.17632/96r5rc8hr9.1
title: Porosity and pore size distribution of biochar from straw biomass - data for DOE

description: Biochar is produced by pyrolyzing biomass in the absence of oxygen and has considerable promise as a sorbent or carbon sequestration material. Despite several investigations on biochar properties, the biochar porosity and sorption properties achieved with varied pyrolysis settings remain mostly unknown. The goal of this work was to evaluate the interrelationships between temperature, material grain size, heating rate, and retention duration, as well as the effects of these interactions on the surface morphology of wheat straw biochar. Biochars made at various pyrolytic temperatures were tested for sorption, porosity, and pore size distribution. Elemental analysis, BET-N2 surface area analysis, ICP-OES, and Fourier transform infrared spectroscopy were used to evaluate 19 wheat straw biochars produced through pyrolysis at various temperatures (500 to 700 °C), heating rates (20 and 30 °C/min), and residence periods (5 and 15 min). The best settings for wheat straw pyrolysis and the variables that have a statistically significant effect on biochar quality were established using a full factorial design technique and variance analysis. At 700 °C, with a grain size of 0.5-1.0 mm and a heating rate of 20 °C/min and a residence period of 5 minutes, a high surface area of 400 m2/g and an average pore size of roughly 2.34 nm were produced.
DOI: 10.17632/tdz6rp2gmg.1
title: Dataset from Omnichannel Distribution

description: The presented dataset is data generated from the omnichannel service distribution system. The data has gone through the pre-processing process for the purposes of process mining analysis. The dataset contains traces of 5 distribution channels from Marketplace, Webstore, Social media, Social media shop, and messenger media. The attributes owned by the dataset are CAse-ID, Activities, and Timestamps. The data period is 1 week.
DOI: 10.17632/tdz6rp2gmg.2
title: Dataset from Omnichannel Distribution

description: The presented dataset is data generated from the omnichannel service distribution system. The data has gone through the pre-processing process for the purposes of process mining analysis. The dataset contains traces of 5 distribution channels from Marketplace, Webstore, Social media, Social media shop, and messenger media. The attributes owned by the dataset are CAse-ID, Activities, and Timestamps. The data period is 1 week.
DOI: 10.17632/s4hgyjnwjj.1
title: LINF_330032900

description: Golgi reassembly stacking protein (GRASP)
Leishmania infantum (strain JPCM5)
DOI: 10.17632/gry8rj4kzw.1
title: LINF_330032700

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/ck6tc3vrps.1
title: LINF_330033000

description: mitochondrial member of the HSP90 family | TRAP-1 | HSP75
Leishmania infantum (strain JPCM5)
DOI: 10.17632/dspjtxb64k.1
title: LINF_330033100

description: NUG1
Leishmania infantum (strain JPCM5)
DOI: 10.17632/c6prvjwgh6.1
title: LINF_330033600

description: KHAP1
Leishmania infantum (strain JPCM5)
DOI: 10.17632/mfvk9zw68d.1
title: ARTE LTJA oxidative stress and migration

description: Eight Long-tailed jaegers (LTJA)  (four nesting pairs, 4 males and 4 females) were captured, sampled, and fitted with satellite tags. We captured six individuals in sub-Arctic alpine tundra habitat in Denali National Park and Preserve, Alaska, USA and two individuals in tundra habitat of the Arctic coastal plain near Alpine Alaska, USA . We attached 5-g Argos solar-powered satellite tags (Microwave Telemetry Inc.).

Ten Arctic Terns (ARTE) (4 females, 2 males, 4 unknown) were captured in coastal tundra near Alpine, Alaska, USA.  Six individuals were previously captured in 2017 and tracked with 0.65g archival light-level geolocators (Migrate Technology Ltd.). For ARTE, the migratory portion of the pathway was previously calculated in (Wong et al., 2022; Polar Biology (2022) 45:909–922; https://doi.org/10.1007/s00300-022-03043-2). For LTJA, we applied a change point analysis to a time series of net squared displacement to segment the track into breeding, migratory and non-breeding periods of the annual cycle. Net squared displacement is the distance from colony of each location, squared. We used the geodist package in R to calculate NSD using the square of vincenty distances from colony, estimated for an ellipsoid Earth. A change point analysis, implemented with the changepoint package in R, identifies changes in the rate of change of NSD and suggests segment breaks, which we then manually reviewed and assigned to a period of the annual cycle based on date. 
Light-level and sea-surface temperature data recorded by geolocator tags carried by ARTE were processed using the R statistical computing program packages TwGeos  and SGAT. When light-level is the same across the globe, or does not vary during a day, locations cannot be resolved. Therefore, Arctic Tern migration paths are truncated; movements in the Arctic Circle for some individuals were unavailable.

Argos satellite data for LTJA were processed using a continuous-time movement model following details in (Harrison et al., 2021; Eco & Evo (2021) 12:e8451 DOI: 10.1002/ece3.8451 and implemented in package foieGras for R.

We sampled blood (~ 0.5 mL) from the brachial vein and collected into a heparinized microcentrifuge tube after birds were fitted with bands and tags and prior to release. Samples were stored on ice until return to the field station. Upon return to the field station, we measured hematocrit, aliquoted whole blood to hemoglobin reagents (see below) and separated plasma by centrifuge at 12000 rpm for 5 minutes. Plasma samples were frozen at -20 ⁰C until shipped on dry ice to Massachusetts, where they were stored at -80 ⁰C until laboratory analysis. Hemoglobin samples were protected from light and refrigerated until analysis. Birds were restrained for 32-60 minutes prior to blood sampling for tag application. 

Plasma samples were analyzed after the assays described in Fowler et al. 2018 Frontiers in Zoology (2018) 15:45; https://doi.org/10.1186/s12983-018-0288-3
DOI: 10.17632/khwsrw8hy6.1
title: MIMO IR-T1

description: Matlab M-File for designing of a decoupled Multiple-Input Multiple-Output (MIMO) controller for plasma current and horizontal position in IR-T1 tokamak
DOI: 10.17632/k2jyfdx8ky.1
title: Germany Die Linke support data

description: German Longitudinal Election Study cross-sectional data. Certain variables have been excluded, and others manipulated for the purpose of clean analysis and focus on two theories tested in associated publications.
DOI: 10.17632/br5kzcvxyh.1
title: Knowledge Gap on Balanced Diet: A Pilot Study on Adolescents in North India

description: Responses to the Knowledge Assessment Questionnaire for 71 respondents recruited for a pilot study in northern India.

The aim of the study was to assess the Knowledge level of adolescent girls in a school setting via a validated questionnaire. A Knowledge Assessment Questionnaire (KAQ) consisting of of 21 multiple‑choice questions. Demographic details such as age, annual family income of a family, education of father and mother, and type of family composed of Part 1. Part 2 included 4 sections related to balanced eating, the importance and sources of various food groups and questions related to anemia.  The data shows the answers given by each respondent to every question. The data was gathered by administering the KAQ to the students and they were not allowed to refer to any source before answering the questions. The correct answer was given 1 mark while 0 was given for the Don't know/incorrect answer. This knowledge scoring resulted in a score ranging between 0-16. The scores were divided as, Poor – “0-4”, Average- “5-8”, Good- “9-12”, Excellent “13-16” and are mentioned under "Knowledge_Level". The headings Q1cat, Q2cat, and so on depict the scores given after scoring. The title "Score" depcits the total score of the respondent. The data interpretation was that the majority of the respondents scored below the average score. 
This data can be used to study the relationship between dependent and independent variables, differences in average and mean scores scored by respondents and so on.
DOI: 10.17632/yzjdjj5w39.1
title: SyntheticFaceDataset_Female_Part2

description: Part 2 of the synthetic facial data rendered from female fbx models. The total dataset contains around 13k facial images generated from 12 identity and the corresponding raw facial depth and head pose.
DOI: 10.15121/1897036
title: Machine Learning Model Geotiffs - Applications of Machine Learning Techniques to Geothermal Play Fairway Analysis in the Great Basin Region, Nevada

description: This submission contains geotiffs, supporting shapefiles and readmes for the inputs and output models of algorithms explored in the Nevada Geothermal Machine Learning project, meant to accompany the final report. Layers include: Artificial Neural Network (ANN), Extreme Learning Machine (ELM), Bayesian Neural Network (BNN), Principal Component Analysis (PCA/PCAk), Non-negative Matrix Factorization (NMF/NMFk), input rasters of feature sets, and positive/negative training sites. See readme .txt files and final report for additional metadata. A submission linking the full codebase for generating machine learning output models is available under "related resources" on this page.
DOI: 10.15121/1897037
title: GIS Resource Compilation Map Package - Applications of Machine Learning Techniques to Geothermal Play Fairway Analysis in the Great Basin Region, Nevada

description: This submission contains an ESRI map package (.mpk) with an embedded geodatabase for GIS resources used or derived in the Nevada Machine Learning project, meant to accompany the final report. The package includes layer descriptions, layer grouping, and symbology. Layer groups include: new/revised datasets (paleo-geothermal features, geochemistry, geophysics, heat flow, slip and dilation, potential structures, geothermal power plants, positive and negative test sites), machine learning model input grids, machine learning models (Artificial Neural Network (ANN), Extreme Learning Machine (ELM), Bayesian Neural Network (BNN), Principal Component Analysis (PCA/PCAk), Non-negative Matrix Factorization (NMF/NMFk) - supervised and unsupervised), original NV Play Fairway data and models, and NV cultural/reference data. See layer descriptions for additional metadata. Smaller GIS resource packages (by category) can be found in the related datasets section of this submission. A submission linking the full codebase for generating machine learning output models is available through the "Related Datasets" link on this page, and contains results beyond the top picks present in this compilation.
DOI: 10.17632/33kjk7mj7y.1
title: SyntheticFaceDataset_Male_Part1

description: Part 1 of the synthetic facial data rendered from male fbx models. The total dataset contains around 24k facial images generated from 14 identity and the corresponding raw facial depth and head pose.
DOI: 10.17632/z4454fyd8b.1
title: SyntheticFaceDataset_Female_Part1

description: Part 1 of the synthetic facial data rendered from female fbx models. The total female dataset contains around 13k facial images generated from 12 identity and the corresponding raw facial depth and head pose.
DOI: 10.17632/2c2r7998vs.1
title: SyntheticFaceDataset_Male_Part3

description: Part 3 of the synthetic facial data rendered from male fbx models. The total dataset contains around 24k facial images generated from 14 identity and the corresponding raw facial depth and head pose.