cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/13580273.v2
title: Data underlying the article: Past, present, future: engagement with sustainable urban development through 35 city labels in the scientific literature 1990-2019

description: This package of supplementary research data and appendices are made available in connection with the following research article published in the Journal of Cleaner Production:<br>Schraven, D., Joss, S., de Jong, M. (2021). Past, present, future: engagement with sustainable urban development through 35 city labels in the scientific literature 1990-2019, Journal of Cleaner Production, https://doi.org/10.1016/j.jclepro.2021.125924<br>It contains 3 parts of supplementary research data:A: Selection of City Labels: this document sets out the selection procedures for 35 city labels from an original list of 148 labels.B: Article Repository: this documents shows the 11,337 articles that are retrieved and analysed in the main publication.C: Author Keyword Repository: this document contains the list of 22,820 author keywords belonging to the articles in Supplementary Research Data B and their connection to each of the 35 city labels.<br>It contains 2 parts of appendices:A: Enlarged Figure 4 A - F: this document contains the enlarged version of Figure 4 A - F in the main publication.B: Enlarged Figure 5 A - C: this document contains the enlarged version of Figure 5 A - C in the main publication.
DOI: 10.17632/bvdb3nbtxs
title: Diabetes-Oman

description: A total of 214 samples were collected through a well-defined questionnaire using purposive sampling technique in north AL Batinah- Oman.
DOI: 10.17632/yv6c2s8jtc
title: BAP1 enhances Polycomb repression counteracting widespread H2AK119ub1 deposition and chromatin condensation

description: Raw data of western blots and Imaging data and analyses used in Conway et al.
DOI: 10.6084/m9.figshare.18342791.v1
title: Data for Differential isotope-inferred leaf gas exchange strategies explain responses of Quercus rubra and Liriodendron tulipifera intrinsic water use efficiency to air pollution and climate change

description: Dataset accompanying, "Differential isotope-inferred leaf gas exchange strategies explain responses of <em>Quercus rubra</em> and <em>Liriodendron tulipifera</em>intrinsic water use efficiency to air pollution and climate change"
DOI: 10.6084/m9.figshare.22303429.v1
title: Effects of polyethylene microplastics and fresh/aged biochar on soil CO2 and N2O emissions regulated by soil aggregation, dissolved organic matter structure and the formation of necromass-derived soil organic carbon

description: Raw data for all the figures drawn in the manuscript
DOI: 10.17632/wghxwhv7fx
title: Biblioteca Santiago Severin: conocimiento y prestación de servicios.

description: Conocimiento de los usuarios sobre la Biblioteca Santiago Severin.
DOI: 10.6084/m9.figshare.14763159.v1
title: Pre and Post Mining DEMs

description: Seven pre and post-mining watersheds with original data published in: https://pubs.acs.org/doi/abs/10.1021/acs.est.5b04532<br>And (ERL LINK)<br>
DOI: 10.17632/tnwd64wfzk
title: Polygraph-Based Truth Detection System Dataset

description: Three sensors were used in this study Body Temperature Sensor, Galvanic Skin Response (GSR), and Heart Rate/Beats Per Minute (BPM Sensor). These sensors were mounted on two of the subject’s fingers.
The sensors are connected to an Arduino UNO R3 board through SDA (Serial DAta line) and SCL (Serial CLock line) connections. The Arduino controller is connected to a PC through a USB connection and through a designated serial communication port, the data is sent and synced at a Python script which stores the data in an Excel file. The subject’s ID is the input to the script to ID the file and like it with the subject’s details which is written by the operator before and during the presentation process, see Figure 4 for more details about the process flow. 
The study was conducted on 49 subjects, each had his name, age, height, and weight data inserted in an Excel datasheet by the operator. The operator then assigns an ID to the subject and starts the acquaintance test, followed by the main test to observe the answers and store T or F under one of each ten question columns. Besides this collective file (Subjects Data), there a 49 files for each subject containing an average of 130 lines of data signals recorded during the process by the previously mentioned sensors (each line represents a second with a reading from each sensor and a timestamp). The study was conducted on 34 male and 15 female subjects. 

For more data about the system that was used to collect this dataset and how the data were processed, please visit and cite our work: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5031332
For more information please contact: omar.o.shalash@aast.edu or prof.mail.metwalli@gmail.com
DOI: 10.6084/m9.figshare.19499513.v1
title: patches and local annotations, slide 117, zoom 248x248 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.5139553.v1
title: Visualização de Dados Meteorológicos

description: PDF output of LateX document for the 4-hour minicourse given to undergraduate students in Environmental Engineering. Data files will be uploaded at a later time.<br>
DOI: 10.17632/kv85rjj4y7
title: High-resolution calcareous nannofossil record between the Marine Isotope Stage (MIS) 12 to 9 from the IODP Site U1385  

description: High-resolution calcareous nannofossil analysis
DOI: 10.6084/m9.figshare.24079587.v3
title: Dataset.sav

description: SPSS form Dataset
DOI: 10.17632/rdkjp6dzvn
title: Data for: Aqueous alteration in icy planetesimals: The effect of outward transport of gaseous hydrogen

description: Raw data for thermodynamic modeling in the manuscript by Shibuya et al. published as "Aqueous alteration in icy planetesimals: The effect of outward transport of gaseous hydrogen".
DOI: 10.17632/gbzwxp6whb
title: Climate change challenges and opportunities in Latin America and the Caribbean

description: A paper published by the International Monetary Fund (IMF) focusing on climate change issues in Latin America and the Caribbean.
DOI: 10.17632/r4hwg9fpvg
title: Data for: Electron cryo-tomography of vestibular hair-cell stereocilia

description: These are electron cry-tomograms associated with the manuscript
DOI: 10.6084/m9.figshare.14269855.v1
title: Propellant Combustion Wave Studies by Embedded Thermocouple and Imaging Method at Ambient Pressure

description: ABSTRACT: This paper discusses the method for propellant combustion studies with embedded thermocouple and imaging method at ambient pressure. In this study, three different propellant compositions are experimentally evaluated for surface temperature, flame zone temperature with embedded thermocouple, and reaction zone thickness with high-speed imaging of propellant during combustion at ambient pressure. Preheat zone and flame zone temperature profiles are recorded with time and surface temperature is determined with available models. Observation of these experiments gives the difference between combustion mechanism of double-base propellant with diethylene glycol dinitrate (DEGDN) and 2,4-dinitrotoluene (DNT), composite propellant (CP) and CP with energetic binder. Scanning electron microscope (SEM) images analysis for pristine and quenched sample is also presented.
DOI: 10.17632/752sh26n88
title: DATA ON EVALUATING THE ATTITUDE, BEHAVIOR, AND RELEVANT FACTORS IN DISPENSING ANTI-BIOTICS WITHOUT PRESCRIPTION AT PHARMACIES: A CROSS-SECTIONAL STUDY IN VIETNAM

description: Objective: To standardize a questionnaire about the attitude and behavior of drug dispensers in dispensing antibiotics without prescription (DAwP), and to evaluate the attitude, behavior and relevant factors in DAwP of pharmacy dispensers (PDs) at community pharmacies (CPs) in Can Tho city, Viet Nam in 2022.
Methods:  The descriptive transversal study was a quantitative analysis of survey data, including a self-administered questionnaire based on the “Theory of Planned Behavior”.  The questionnaire is composed of 33 statements scored on the 5-point Likert scale, which was completed by interview with 180 PDs to Can Tho.
Results: Of the 80 participants, 65% of drug dispensers were female (n= 117), 59.4% graduated from medical university graduates (n= 107), and 80.6% had less than 10 years of experience (n=145). Pharmacies are the first destination that patients think about when they have health concerns. Unfortunately, it is not in compliance with the regulations governing the sale of antibiotics in case where clients ask for without a valid prescription. In the study, the authors found that Perceived Behavioral Control factors (PBC) were found to be the most critical determinants of the coefficient std. error by about 0.581. The Subjective standard is the second-most significant factor with the coefficient std. error around -0.395 in contrast, Attitudinal factors present no impact on intention to DAwP.
Conclusions: The provision of non-prescription is primarily influenced by the perception of the distributors and external factors. It is necessary to develop interventions to make community aware of misuse and misunderstanding of antibiotics.
Keywords: pharmacy dispensers, dispensing antibiotics without prescription, community pharmacies.
WHAT WE ALREADY KNOW
•	When a patient in Vietnam has a health problem, community pharmacies/drugstores come to mind first. Sadly, it is illegal for a PDs to DAwP to a patient who is seeking treatment.
•	The overuse of antibiotics in the community is spreading widely in our country, resulting in the antimicrobial resistance (AMR) which is an urgent issue and affects on the future of healthcare industry.
WHAT THIS ARTICLE ADDS 
•	This is one of the few research that evaluates the factors that influence to DAwP of Vietnamese pharmacists. To identify and clarify the attitudes and behavior that contribute to DAwP, a wide range of possibly connected elements are taken into account. 
•	The results of the present study having been obtained some effective solutions in changing the habits of PDs.
•	The findings of our study form the basis for future similar investigations.
DOI: 10.17632/7cm464cbww
title: Ekologi Burung Tropis

description: .
DOI: 10.17632/9wdc8s62b8
title: Hydrochemistry and Radium Isotopes as Fingerprints for Tracing the Enclosed Saline Lake Systems: Global Implications

description: This is supplementary material and the original data, all other data are available in the full paper.
DOI: 10.17632/44nb9w7m94
title: Decision-making dashboard for 3PL provider selection process

description: Decision-making dashboard applied into a real third-party selection process. This file is part of a dissertation document and article.
DOI: 10.6084/m9.figshare.12568193.v1
title: Dataset_S3_RRE_domains

description: Contains information on all of the sequences retrieved from UniProtKB by precision mode of RRE-Finder. Included are which precision model retrieved the sequence, the UniProt accession identifiers, bit score significance, discrete vs. fused, and taxonomical information.
DOI: 10.6084/m9.figshare.20079150.v1
title: Additional file 1 of Genome-wide identification, phylogeny and expression analysis of the SPL gene family and its important role in salt stress in Medicago sativa L.

description: Additional file 1: Table S1. List of the 76 MsSPL genes identified in this study.
DOI: 10.17632/k3xwrb3f7n
title: Data from: Recovering plant-associated arthropod communities by eDNA metabarcoding historical herbarium specimens

description: 1\. Data description

In general, the data is generated by an eDNA metabarcoding workflow. We extracted eDNA from herbaria (up to 60-year-old), from freeze-dried homogenates of a German state monitoring project on forest health (uo to 20-year-old) and tested different storing methods of plants for their influence on the arthropod community. The herbaria were further tested with a non-destructive method of "washing" with water. We used two PCR primers, 1) "NoPlant", short NP, NoP, Nop, or NoPl (doi: 10.1098/rsbl.2022.0091), and 2) "ZBJ" (doi: 10.1111/j.1755-0998.2010.02920.x.). Note that only for the homogenized and washed off herbaria samples both primers were used, otherwise only NoPlant. PCR triplicates were only done for homogenized herbaria and for the german state monitoring project. For further questions on the methods, please see the Methods part of the paper (doi: tba) or contact the lead author.

2\. Tables provided:

\- Herbaria_metadata: Metadata of the samples. The metadata contains seperate columns: "Seq_ID", which refers to the fastq file name of the samples from "Herbaria_homogen_NP" and "Herbaria_homogen_ZBJ" fastq files; "Sample_ID", which refers to the individual sample; "Replicate", which refers to the replicate of the sample - there are no replicates for the washing samples (ending in Seq_ID with "_WO", or in "Sampling_method" column are "wash_off_herbaria"); "common name" of the herbarium plant species sampled; "Species", which is the scientific name; "Herbarium", which is the country and year also used in the main figures of the paper; "Processing", which shows how they were processed in the lab; "Primer", which is the primer used to amplify in PCR; "Sampling_method_library", which shows again which sampling method was used for the samples overall, also being the same for extraction and PCR controls the samples belong to.

\- German_state_forest_monitoring_project: Metadata of the samples. The metadata contains seperate columns: "Seq_ID" refers to the fastq file of the "German_state_forest_monitoring" fastq files; "Sample_ID" refers to the sample ID; "Replicate" refers to the replicate of each sample; "Plant_species" refers to the plant species that was taken as a homogenate; "Site" refers to the site the samples were taken from: "Year" refers to the year the samples were taken.

\- Storage_method_comparison: Metadata of the samples. The metadata contains seperate columns: "Sample_ID", which refers to the sample ID but is the same as the Seq_ID from the fastq files; "common name" of the herbarium plant species sampled; "Species", which is the scientific name; "Method", shows the method that was used for storing and wheather it is a PCR or extraction control, which were used for all samples



3\. Fastq-files:

\- Herbaria_homogen_NP

\- Herbaria_homogen_ZBJ

\- German_state_forest_monitoring

\- Storage_method_comparison
DOI: 10.17632/nm3293jn39
title: Pearson et al (Insects 2024) ked micrographs

description: This database contained dorsal and ventral photo micrographic images of kids collected in 2023 from white tailed deer in Massachusetts.
DOI: 10.17632/zyky558hfd
title: Data for: Interfaces between alpha-helical integral membrane proteins: characterization, prediction, and docking

description: This data set contains all integral membrane protein subunits analyzed in the associated manuscript. We annotated the oligomeric state of each membrane protein complex and whether the complex is obligate based on experimental findings in the literature. The data set has a total of 14245 data points (amino acid residues). For each residue, we also calculated the rate of evolution of the corresponding sequence position, its weighted contact numbers and relative solvent accessibilities based on protomer structure and oligomer structure.
DOI: 10.17632/j9f58grs7r
title: Real-time gesture-controlled robot spatial 3D printing

description: This is a program file for real-time gesture-based control of spatial 3D printing by a robotic arm. Where the dataset is used to train the gesture recognition model, .3dm is the spatial rod model used in this paper for actual printing, and .gh is the program for the robot to print the spatial rod model (which contains the customised gesture recognition plug-in block described above).
DOI: 10.17632/bp4kn29bct
title: Working Memory Training Transfer-CaiLab-202309

description: Whether and how the effect of working memory (WM) training can transfer to untrained tasks has been under intensive debate. Few studies have clarified training transfer boundaries or distinguished sources of training improvements. In our study, we trained participants with a delayed estimation task for locations and systemically tested its transfer boundaries with three types of untrained WM tasks: tasks with the same paradigm and changed stimuli (i.e., delayed estimation tasks for colors and letters), tasks with changed paradigms with the same stimuli (i.e., complex span and n-back tasks for locations), and tasks with combined changes in paradigms and stimuli (e.g., a complex span task for colors). We found decreased recall errors in both the trained task and the delayed estimation task for colors. In particular, among the participants with larger training improvements, we observed transfers in both the color delayed estimation task and the location complex span task but not in the color complex span task or others. These results indicated that training could transfer to tasks with either stimuli or paradigm changes, but there was an extra transfer boundary for tasks with combined changes. Furthermore, we adapted model fittings to estimate WM quantity and quality separately in delayed estimation tasks for locations (trained) and colors (untrained). Our results revealed that both increased WM quantity and quality contributed to the recall improvement in the trained task, and individuals with lower baseline gained larger training benefits. For the untrained task, we found that the recall improvement was underlain by increased quality and an optimized quality-quantity trade-off strategy. Additionally, participants’ baseline performance positively predicted the transfer benefit. Our findings suggested that training improved the stimulus-specific WM resource and optimized the paradigm-specific WM strategy. These results extended our understanding of WM training transfers and shed light on future studies.
DOI: 10.6084/m9.figshare.8864969.v1
title: Skin conductance data during go/no-go task

description: Skin conductance data recorded in 67 healthy subjects while they performed a go/no-go task. Most subjects performed 4 sessions of the task. Some have less than 4 due to loss of signal in one of the sessions. For details of the task, see paper: http://www.jneurosci.org/content/early/2019/06/12/JNEUROSCI.0508-19.2019.abstract <br>Briefly, the task contains approximately 2/3 go and 1/3 no-go trials. Correct go and no-go responses were rewarded and incorrect responses were punished with either a dollar or nickel. Thus, there are 8 conditions: 'GS_dollar','GS_nickel','GE_dollar','GE_nickel','NGS_dollar','NGS_nickel','NGE_dollar','NGE_nickel' where GS: go success, GE: go error, NGS: no-go successs, NGE: no-go error<br>Thus, for each subject, data for each condition and each session has been named accordingly. The data are organized by subject. Each subject has a folder which contain data for each session and each task condition. Within the task condition file, time series of skin conductance signal can be found for each trial.<br>Onsets (zipped file): onsets of each task condition. The data are organized by session. For each session, a 1x8 cell contains onsets for 8 conditions with the order as follows: 'GS_dollar','GS_nickel','GE_dollar','GE_nickel','NGS_dollar','NGS_nickel','NGE_dollar','NGE_nickel'<br>The data for the onsets are in MATAB format.<br>Skin conductance and onset data are in MATLAB format.<br>Behavioral: behavioral performance (accuracy rate and response time) and basic demographics.<br><br>All data have been de-identified. Information about age and gender for each subject may be found in the demographic text file.<br><br>Further info can be found in readme file.<br><br>Any questions may be directed to thang.le@yale.edu.<br>
DOI: 10.17632/gy6mcx73p7
title: Data for: Tissue engineered hydrogels supporting 3D neural networks

description: The data describes processed values. Raw data can be provided upon reasonable request
DOI: 10.6084/m9.figshare.10322114.v1
title: Author eponyms mid-19th century

description: Supplementary files to Breure & Heiberger, 2019. Reconstructing science networks from the past: Eponyms between malacological authors in the mid-19th century. Journal of Historical Network research 3
DOI: 10.17632/9dbcd876wj
title: Litter Assessment Dataset

description: The dataset contains the litter assessment results conducted in California, USA, from August 2021 to December 2022, mainly in the greater Sacramento area. It contains 273 records. The data was collected through Survey 123 by trained volunteers including students and community members.
Litter assessment produces results of “litter index” with scores of 1, 2, 3, and 4. Specifically, “1” is “Clean or a few small items”; “2” is “Small amount of litter”; “3” is “Litter is easily seen throughout the plot”; “4” is “Litter is found to be in excessive quantities”. It is based on the on-land visual trash assessment (OVTA) method, available at https://eoainc.com/ovta/. 
The dataset contains 14 materials groups: bulky items, electronics, glass, hazardous, medical, metal, mixed materials, organics, paper, plastic, textiles, tobacco, vehicle, and other items. Each materials group has multiple types of trash items. For example, the plastic materials group includes items such as plastic cups, plastic bags, and plastic packaging film. In total, there are 62 types of trash items.
More information can be found at https://www.owp.csus.edu/trade/.
DOI: 10.15468/dl.9xjdd4
title: Occurrence Download

description: A dataset containing 2572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Andrena hattorfiana (Fabricius, 1775)"
 ]
}

 The dataset includes 2572 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009295-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6wkmndk4ss
title: Disruption of model-based decision making by silencing of serotonin neurons in the dorsal raphe nucleus

description: Each Excel file contains the data corresponding to each figure.