cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8362718
title: Sexual Violence Whistleblowing Intention by Higher Education Students and Staff

description: The Datasets consists of quantitative data from 21,937 higher education students from 18 institutions in Nigeria. It also contains 3,108 data from staff of the same institutions. The data describes the intention of the staff and the students to use internal whistleblowing mechanism to report sexual violence cases. Data on the attitude of the participants to internal whistleblowing, their subjective norm and self-efficacy are also contained in the datasets. The qualitative data describes the sexual violence reporting systems available in the institutions, their preferred whistleblowing strategies, protection of the whistleblowers and recommendations for effectiveness of internal whistleblowing mechanism for sexual violence. However, due to the sensitivity of the data, the qualitative data will only be made available on request. Added to these datasets are the instruments that were used to collect data from the participants.
DOI: 10.6084/m9.figshare.23605389.v1
title: Data repository of the article titled "Morphological, structural, chemical, vibrational, thermal, pasting, and functional changes in pea starch during germination process", Vertsion 2. DOI:10.6084/m9.figshare.23605389

description: In this data repository you will find the raw data of the response variables measured on pea starch with different germination time.
DOI: 10.6084/m9.figshare.24084399.v1
title: Input and output for <b>Exploring the role of ChatGPT in rapid intervention text development</b>

description: <b>Abstract</b><b>Background:</b> There have been successful applications of AI to answering health-related questions, which suggests a potential role for AI in assisting with development of intervention text. This paper explores how ChatGPT might be used to support the rapid development of intervention text.<b>Methods:</b> Three case studies are presented. In the first case study, ChatGPT (using GPT-4) was asked to generate sleep advice for adolescents. In case study two, ChatGPT (using GPT-4) was asked to optimise advice for people experiencing homelessness on staying hydrated in extreme heat. Case study three asked ChatGPT using GPT-4 and GPT-4 to optimise an information sheet for participation in a study developing an intervention for maternal blood pressure. Outputs were evaluated by the researchers who developed the text, and in case studies two and three were shown to public and patient contributors for feedback.<b>Results:</b> ChatGPT was able to generate informative advice about sleep in case study one and was able to accurately summarise information in case studies two and three. In all three cases, elements or aspects were omitted that were included in the researcher-generated text that was based on behaviour change theory, evidence and input from public and patient contributors. However, in case study three, feedback from public contributors suggested ChatGPT’s outputs were preferred to the original, although the outputs omitted information and were not at the requested accessible reading level.<b>Conclusions:</b> ChatGPT was able to accurately generate and summarise health information. However, this information typically excluded core behaviour change techniques and was sometimes inappropriate for the target users. There is likely to be a valuable role for generative AI in the intervention development process, but this will need to be combined with detailed scrutiny and input from researchers and public contributors.
DOI: 10.48597/2pxa-k5hy
title: Measurement of Temperature at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Temperature at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.6084/m9.figshare.23404679.v2
title: <b>Standards for Reporting Qualitative Research (SRQR)</b>

description: <b>This section contains the Standards for Reporting Qualitative Research (SRQR) checklist.</b>
DOI: 10.6084/m9.figshare.23992179.v1
title: Ethics clearance certificate.pdf

description: This section contains ethics clearance certificate.<br>
DOI: 10.6084/m9.figshare.24352792.v1
title: Teacher 1, Teacher 2 and Teacher 3 Observation Schedule

description: Teacher 1, Teacher 2 and Teacher 3 Observation Schedule
DOI: 10.48597/2qbd-ugyh
title: Measurement of Main greenhouse gases at Birkenes II

description: Measurement of Main greenhouse gases at Birkenes II
DOI: 10.48597/2rhs-4fms
title: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/3eg3-3c8y
title: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/4j4r-pwrt
title: Measurement of Pressure at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Pressure at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/5awr-99wp
title: Measurement of Aerosol_light_scattering_coefficient at Vavihill

description: Measurement of Aerosol_light_scattering_coefficient at Vavihill
DOI: 10.48597/5fg9-qg3k
title: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/5pa5-ggky
title: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/69d5-8uce
title: Measurement of O-xylene at Chilbolton Observatory

description: Measurement of O-xylene at Chilbolton Observatory
DOI: 10.5281/zenodo.8039090
title: List of SHARAD type-III burst candidate based on cross-detections with STEREO and Wind

description: Complete list of SHARAD type-III burst candidate based on cross-detections with STEREO and Wind, including products in which a burst was not seen.
DOI: 10.25318/1710000801-eng
title:  Estimates of the components of demographic growth, annual

description: Components of population growth, annual: births, deaths, immigrants, emigrants, returning emigrants, net temporary emigrants, net interprovincial migration, net non-permanent residents, residual deviation.
DOI: 10.25914/6142dff37250b
title: Australian National Collection of Homogenised Observations of Relative Sea Level (ANCHORS)
DOI: 10.48597/6hnw-tc6q
title: Measurement of Nitrate at Diabla Gora

description: Measurement of Nitrate at Diabla Gora
DOI: 10.5281/zenodo.10047747
title: SQUID manuscript workflow with outputs

description: This repository reproduces the analysis performed in for our method SQUID (Surrogate Quantitative Interpretability for Deepnets; Seitz, McCandlish, Kinney and Koo). It contains tools to apply SQUID on several previously-published genomic models, and compare its results to existing attribution methods.
The scripts contained in this release are a replica of those found in the current release of our GitHub repository (https://github.com/evanseitz/squid-manuscript as of commit 5b47a7d), with the addition that all intermediate and final outputs are provided here.
DOI: 10.5281/zenodo.10142415
title: NOMAD mini-app suite checkpoints

description: Checkpoint inputs for the execution of the NOMAD mini-apps suite. Calculation of ZrO2 crystal with the G0W0 implementations of exciting and Abinit, and FHI-aims, and hcp-Si test case for FHI-aims code.
DOI: 10.5281/zenodo.10604697
title: Data set for holistic evaluation of involute gear surfaces using 3D point cloud inversion

description: All files are column-based flat files, using whitspaces as separator (fixed width), and can be viewed by standard text-editors.The files contain simmulated 3D gear surface measurements in Carthesian coordiates (x,y,z) in mm. Additionaly, the probing vecor/surface normal vector (u,v,w) in mm is indicated. Five gear tooth have been modeled as described in the corresponding article Przyklenk et al 2024 Eng. Res. Express https://doi.org/10.1088/2631-8695/ad2241. The files contain data of one single tooth each, consisting of the simulated measurement of the left gear flank, that is composed of 41 profile lines with 200 points per profile, followed by data that describe the right gear flank in the same way.Each data set consists of 2 x 8200 data points, representing the left and right flank respectively. 
description: Acknowledgement: This dataset was obtained within the 19ENG07 Met4Wind project. This project has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme.
DOI: 10.5281/zenodo.4183801
title: PubChemLite for Exposomics

description: PubChemLite is a subset of PubChem (https://pubchem.ncbi.nlm.nih.gov/) selected from major categories of the Table of Contents page at the PubChem Classification Browser (https://pubchem.ncbi.nlm.nih.gov/classification/#hid=72). With this release, there is now just one "exposomics" flavour, which is the former tier1 plus two new categories (Associated Disorders & Diseases and Identification): PubChemLite "exposomics" is 371,663 compounds (31 Oct 2020) compiled from 10 categories: AgroChemInfo, BioPathway, DrugMedicInfo, FoodRelated, PharmacoInfo, SafetyInfo, ToxicityInfo, KnownUse, DisorderDisease, Identification. PubChemCIDs have been collapsed by InChIKey first block, reporting the structure from the most annotated CID, plus related CIDs. Entries that will be ignored by MetFrag (salts, disconnected substances) or cause errors (e.g. transition metals) have been removed. The Patent and PubMed ID counts are extracted from files on the PubChem FTP site. The "AnnoTypeCount" term counts how many of the categories are represented, the subsequent column (named per category) counts the number of annotation categories available in the next sub-category of the TOC entry. These files can be used "as is" as localCSV for MetFrag Command Line (https://ipb-halle.github.io/MetFrag/) - please do NOT upload these files directly to the web interface, they are too large and will instead be available in a drop-down menu. Further details are described in Schymanski <em>et al.</em> (2021) DOI:10.1186/s13321-021-00489-0. <strong><em>NOTE: The latest PubChemLite for Exposomics version can be downloaded at DOI:</em></strong><em><strong>10.5281/zenodo.5995885 (currently updating monthly).</strong></em>
DOI: 10.5281/zenodo.7535621
title: Projected Smoke Impacts from Increased Prescribed Fire Activity (PHIRE) Smoke Modeling Datasets

description: This dataset support the publication, Kramer et al., 2023, submitted to JGR: Atmospheres on 01-13-2023 This project was supported by a grant from the CAL FIRE Forest Health Research Program (Agreement #8GG19803), as part of California Climate Investments. California Climate Investments is a statewide program that puts billions of Cap-and-Trade dollars to work reducing greenhouse gas emissions, strengthening the economy, and improving public health and the environment—particularly in disadvantaged communities. This study has not been reviewed by the funding agency and may not represent their opinion and interpretation of the findings. We also would like to acknowledge all participating organizations in the PHIRE team: The California Department of Public Health- Sumi Hoshiko; The Sequoia Foundation- Jeff Sanchez; U.S. EPA- Ana G. Rappold; Michigan Technological University- Nancy French; the U.S. Forest Service- Leland Tarnay; and Sonoma Technology- Fred Lurmann, ShihMing Huang, Samantha J. Kramer, Crystal McClure, and Melissa Chaveste. Beyond the authors of this publication, we would also like to acknowledge Sonoma Technology team members Kenneth J. Craig and Anondo Mukherjee for their contributions.
DOI: 10.5281/zenodo.8014420
title: PubChem lists to Study the Exposome of Mild Cognitive Impairment and Alzheimer's Disease on Cerebrospinal Fluid

description: Collection of 4 lists of chemicals associated to Alzheimer's disease (AD) and related disorders. The following table describes the mentioned lists. Name Description AD-database Database of 41,917 chemicals related to AD and other neurodegenerative disorders. CIDs co-ocurring with the 27 selected MeSH terms (*see below) were merged and mapped to the parent CIDS. TOP1 List of 1,268 chemicals having D000544 (AD MeSH code) as the first neighbor . SC20 List of 247 chemicals created after truncating by 1/20 of the maximum co-ocurrence score of the chemical neighbors for D000544. AD-CTD List of 86 chemicals specifically related to AD in the Comparative Toxicogenomic Database (CTD) *Selected MeSH terms for the AD-database: D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647,D000647 and D000647. HMDB-CSF can be downloaded <strong>here</strong>. PubChemLite for Exposomics (version 1.12.0) can be found <strong>here</strong>.
DOI: 10.5281/zenodo.8206407
title: Matrix Profile of Seismological Data Repository

description: The Computed Matrix Profile (MP) repository for seismic data. Please see below the archived manuscript of Shakibay Senobari et al., (Submitted to JGR, under review) for more information regarding the Matrix Profile and data set: essopenarchive.org/604953/p1vlDMs-5b0zsrs7C033Ug https://doi.org/10.1002/essoar.10512525.1
DOI: 10.6084/m9.figshare.24328903
title: Supplementary Data for 'The Influence of Future Changes in Tidal Range, Storm Surge, and Mean Sea Level on the Emergence of Chronic Flooding'.

description: This repository contains supplementary data generated as part of the study 'The Influence of Future Changes in Tidal Range, Storm Surge, and Mean Sea Level on the Emergence of Chronic Flooding' by Ben Hague and Stefan Talke (Earth's Future). The data are described in the manuscript and its supplementary material. Please cite this manuscript when using these data.
DOI: 10.17188/1184005
title: Materials Data on LiNbO3 by Materials Project

description: LiNbO3 is Calcite structured and crystallizes in the trigonal R3c space group. The structure is three-dimensional. Li1+ is bonded to six equivalent O2- atoms to form distorted LiO6 pentagonal pyramids that share corners with three equivalent NbO6 octahedra, corners with six equivalent LiO6 pentagonal pyramids, edges with three equivalent NbO6 octahedra, and a faceface with one NbO6 octahedra. The corner-sharing octahedral tilt angles are 62°. There are three shorter (2.09 Å) and three longer (2.27 Å) Li–O bond lengths. Nb5+ is bonded to six equivalent O2- atoms to form distorted NbO6 octahedra that share corners with six equivalent NbO6 octahedra, corners with three equivalent LiO6 pentagonal pyramids, edges with three equivalent LiO6 pentagonal pyramids, and a faceface with one LiO6 pentagonal pyramid. The corner-sharing octahedral tilt angles are 41°. There are three shorter (1.90 Å) and three longer (2.18 Å) Nb–O bond lengths. O2- is bonded in a distorted see-saw-like geometry to two equivalent Li1+ and two equivalent Nb5+ atoms.
DOI: 10.48597/6kcm-brqy
title: Measurement of BDE_154 at Alert

description: Measurement of BDE_154 at Alert
DOI: 10.48597/75bb-sbqx
title: Measurement of Aerosol_absorption_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol_absorption_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/78us-592k
title: Measurement of Aerosol light scattering at Birkenes II

description: Measurement of Aerosol light scattering at Birkenes II
DOI: 10.48597/7kvb-nbcc
title: Measurement of Aerosol_absorption_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol_absorption_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/8bpv-gh48
title: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/8bzj-jarm
title: Measurement of Particle_number_size_distribution at Zeppelin mountain (Ny-Ålesund)

description: Measurement of Particle_number_size_distribution at Zeppelin mountain (Ny-Ålesund)
DOI: 10.48597/948w-t266
title: Measurement of Aerosol_light_backscattering_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol_light_backscattering_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/94ew-hkzj
title: Measurement of Propene at Chilbolton Observatory

description: Measurement of Propene at Chilbolton Observatory
DOI: 10.48597/9pbn-spvu
title: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/9tbb-87r5
title: Measurement of BDE_154 at Alert

description: Measurement of BDE_154 at Alert
DOI: 10.25326/542
title: EXAEDRE-L2b SAETTA-Meteorage Science Data

description: The EXAEDRE L2b SAETTA-Meteorage dataset consists in the merging of L2 SAETTA data and Meteorage Stroke/Pulse data collected during the EXAEDRE Enhanced Observation Period (EOP) from 01 June 2018 to 31 October 2018.

The netcdf EXAEDRE L2b SAETTA-Meteorage data files are stored per 10 min period in daily directory.  Each netcdf file has been compressed with bzip2 tool.

Basically, the EXAEDRE L2b SAETTA-Meteorage dataset contains the L2 SAETTA dataset stored in an array and the Meteorage stroke/pulse dataset in a second array. Meteorage strokes and pulses are paired to SAETTA flash sources based on time and space criteria. The values of the criteria are stored in the netcdf. Description of the pairing methodology is given in Houel et al., ESS, 202x (doi: ). 

Software using the EXAEDRE L2b SAETTA-Meteorage dataset can be found at https://github.com/houelr/ESS_L2b_Scripts.
DOI: 10.48597/9yv2-zunw
title: Measurement of Inorganics in air and particle phase at Diabla Gora

description: Measurement of Inorganics in air and particle phase at Diabla Gora
DOI: 10.48597/a6qj-npcs
title: Measurement of Particle_number_size_distribution at Trollhaugen

description: Measurement of Particle_number_size_distribution at Trollhaugen
DOI: 10.6084/m9.figshare.22801256.v2
title: Mount Kenya Temperature Logger Data

description: Hobo Pendant Temperature Logger data from the western side of Mount Kenya along the Teleki Valley south ridge. Loggers were placed at 200m vertical elevation intervals. Loggers were set to collect data at 30 minute intervals from September 2021 to October 2022.
DOI: 10.48597/aarf-5x82
title: Measurement of Aerosol_absorption_coefficient at Aspvreten

description: Measurement of Aerosol_absorption_coefficient at Aspvreten
DOI: 10.48597/aq6u-7dtv
title: Measurement of Particle_number_size_distribution at Helmos Mountain

description: Measurement of Particle_number_size_distribution at Helmos Mountain
DOI: 10.48597/ate2-fd2g
title: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/b4p8-kyce
title: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/bq38-sww7
title: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/bqjg-rm7u
title: Measurement of Aerosol_absorption_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol_absorption_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/bwan-c4k4
title: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/c4xn-gzf3
title: Measurement of Sum_ammonia_and_ammonium at Diabla Gora

description: Measurement of Sum_ammonia_and_ammonium at Diabla Gora
DOI: 10.48597/cc7g-r3vg
title: Measurement of Temperature at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Temperature at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/ctqs-bdeb
title: Measurement of Main greenhouse gases at Birkenes II

description: Measurement of Main greenhouse gases at Birkenes II
DOI: 10.48597/d4sj-r9en
title: Measurement of Main greenhouse gases at Birkenes II

description: Measurement of Main greenhouse gases at Birkenes II
DOI: 10.48597/d6j4-wqxa
title: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/d9jw-99df
title: Measurement of Main greenhouse gases at Birkenes II

description: Measurement of Main greenhouse gases at Birkenes II
DOI: 10.48597/dwh3-wzpz
title: Measurement of Propane at Chilbolton Observatory

description: Measurement of Propane at Chilbolton Observatory
DOI: 10.48597/em7r-6rf5
title: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/f54h-f5ge
title: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/f8gr-bcc7
title: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/fm3s-5g62
title: Measurement of Inorganics in air and particle phase at Diabla Gora

description: Measurement of Inorganics in air and particle phase at Diabla Gora
DOI: 10.48597/ghq8-axy4
title: Measurement of Aerosol_light_backscattering_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol_light_backscattering_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/gjn4-eg2k
title: Measurement of Pressure at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Pressure at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/gw5c-8ej2
title: Measurement of Toluene at Chilbolton Observatory

description: Measurement of Toluene at Chilbolton Observatory
DOI: 10.48597/h2g4-smsd
title: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/jnwz-8nqv
title: Measurement of Particle_number_size_distribution at Vavihill

description: Measurement of Particle_number_size_distribution at Vavihill
DOI: 10.48597/jtpd-hsrz
title: Measurement of Nitric_acid at Diabla Gora

description: Measurement of Nitric_acid at Diabla Gora
DOI: 10.48597/juua-6t76
title: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/kr6m-u6b3
title: Measurement of Aerosol light scattering at Barrow

description: Measurement of Aerosol light scattering at Barrow