cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6726629
title: ASHRAE 1836-RP main list of energy efficiency measures

description: Energy Efficiency Measures (EEMs) play a central role throughout the building energy efficiency industry, and lists of EEMs therefore exist in a variety of resources. However, each of these use different conventions for describing and organizing measures, which presents a major challenge for aggregating information across these resources. The ASHRAE 1836-RP main list of energy efficiency measures was assembled as part of ASHRAE Research Project 1836 in order to discover trends in how existing resources describe and organize EEMs. Analysis of this dataset supported the overall objective of 1836-RP, which was to develop a standardized system for the categorization and characterization of EEMs. The dataset contains the complete list of 3,490 EEMs assembled and analyzed as part of 1836-RP. The EEMs were collected from 16 different source documents during the 1836-RP literature review from September 2019 through July 2020. An initial list of suggested sources was provided by the members of the 1836-RP Project Advisory Board, and additional documents were added through the authors’ literature review. A data dictionary can be found in the README.txt file. Additional information on working with this dataset can be found in the project repository: https://github.com/retrofit-lab/ashrae-1836-rp-text-mining
DOI: 10.5281/zenodo.6997652
title: Vesicular release probability sets the strength of individual Schaffer collateral synapses

description: This repository contains the data used to generate the figures of the manuscript entitled 'Vesicular release probability sets the strength of individual Schaffer collateral synapses' and all the data used for the quantal analysis.
DOI: 10.5281/zenodo.7059808
title: Processed receiver function data, dispersion measurement, and shear velocity model (Dharwar)

description: Processed receiver function data at 1 sample per second, dispersion measurement, and shear velocity model (Dharwar).
DOI: 10.6084/m9.figshare.16546278
title: Data and codes for the paper Abrupt shifts govern ecosystem productivity dynamics in global drylands

description: This file contains the data and codes used in the paper: Abrupt shifts govern ecosystem productivity dynamics in global drylands. It has two Rmarkdown files, one for achieving the database and other to perform statistical analyses described in the paper.The files FinalDB3 and MiguelResTypesMD contains the output of the first code. Rest of csv files contain data for plot directly the resulting figures of the paper.The original raw data of NDVI (termed Time series new in the codes) do not belong to the authors and therefore are not available in this public repository. However they can be requested for replication purposes at: mglberdugo@gmail.com.<br>
DOI: 10.25383/city.14294597.v1
title: ORBIT: A real-world few-shot dataset for teachable object recognition collected from people who are blind or low vision

description: Object recognition has made great advances in the last decade, but predominately still relies on many high-quality training examples per object category. In contrast, learning new objects from only a few examples could enable many impactful applications from robotics to user personalization. Most few-shot learning research, however, has been driven by benchmark datasets that lack the high variation that these applications will face when deployed in the real-world. To close this gap, we present the ORBIT dataset, grounded in a real-world application of teachable object recognizers for people who are blind/low vision. The full dataset contains 4,733 videos of 588 objects recorded by 97 people who are blind/low-vision on their mobile phones, and we mark a subset of 3,822 videos of 486 objects collected by 77 collectors as the benchmark dataset. We propose a user-centric evaluation protocol to evaluate machine learning models for a teachable object recognition task on this benchmark dataset. The code for loading the dataset, computing all benchmark metrics, and running the baseline models is available at https://github.com/microsoft/ORBIT-Dataset
DOI: 10.5281/zenodo.4047971
title: Planetesimal gradual accretion and thermal dynamo results

description: Numerical modelling code used to produce data and figures in the publication Dodds et al., 2020 'The thermal evolution of planetesimals during accretion and differentiation: consequences for dynamo generation by thermally-driven convection.' Data used to produced figures in above publication also included here. Please contact Kathryn Dodds with any questions.
DOI: 10.5281/zenodo.5544353
title: Leveraging Relational Concept Analysis for Automated Feature Location in Software Product Lines - Artefacts DataSet

description: This Archive contains the Artefact of the paper, submitted at GPCE2021 :<br> Leveraging Relational Concept Analysis for Automated Feature Location in Software Product Lines It contains the dataset and the results of our Feature Location techniques when applied to this dataset.
DOI: 10.5281/zenodo.5591035
title: DevOps Education: An Interview Study of Challenges and Recommendations

description: Over the last years, the software industry has adopted several DevOps technologies related to practices such as continuous integration and continuous delivery. The high demand for DevOps practitioners requires non-trivial adjustments in traditional software engineering courses and educational methodologies. This work presents an interview study with 14 DevOps educators from different universities and countries, aiming to identify the main challenges and recommendations for DevOps teaching. Our study identified 83 challenges, 185 recommendations, and several association links and conflicts between them. Our findings can help educators plan, execute and evaluate DevOps courses. They also highlight several opportunities for researchers to propose new methods and tools for teaching DevOps.
DOI: 10.6084/m9.figshare.16802158
title: Good Fences Make Good Neighbours? On the Impact of Cultural and Geographical Dispersion on Community Smells

description: Appendix and Replication Package of the paper titled <b>Good Fences Make Good Neighbours! On the Impact of Cultural and Geographical Dispersion on Community Smells</b>.
DOI: 10.18112/openneuro.ds003710.v1.0.0
title: APPLESEED Example Dataset
DOI: 10.5281/zenodo.7086012
title: Water isotopic composition (Oxygen-18 and Deuterium) from the EPICA Dome C ice core at 11 cm resolution

description: This manuscript presents a compilation of high resolution (11 cm) water isotopic records including published and new measurements over the last 800 000 years on the EPICA Dome C ice core, Antarctica. Using this new water isotopes (δ18O and δD) combined dataset, we study the variability and possible influence of diffusion at multi-decadal to multi-centennial scale. We observe a stronger variability on the onset of the interglacial interval corresponding to a warm period.
DOI: 10.14278/rodare.525
title: Data for: Spectral X-ray Computed Micro Tomography: 3-dimensional chemical imaging

description: The files show the data we used for the publication.
DOI: 10.15482/usda.adc/1173238
title: Oncopeltus fasciatus genome assembly 1.0

description: The Baylor College of Medicine recently sequenced and annotated the Oncopeltus fasciatus genome as part of the i5k pilot project. The O. fasciatus research community has manually reviewed and curated the computational gene predictions and generated an official gene set, OGSv1.1. Oncopeltus fasciatus has been an established lab organism for over 60 years, and has been used for a wide range of studies from physiology to development and evolution. As a relatively conservative and generalized species, it affords a baseline against which other species can be compared. For example, this species has the same piercing and sucking type mouthparts as its less benign relatives, including the blood-sucking kissing bug, Rhodnius prolixus, and the brown marmorated stink bug, Halyomorpha halys, which are disease vector and agricultural pest species, respectively. Unlike the pest species, the benign, seed-feeding Oncopeltus can be functionally investigated in the lab by RNA interference (RNAi). Comparing the genomes, and conducting experimental lab work in Oncopeltus, will help to identify unique features of the pest species, and thus inform management strategies for them. More generally, Oncopeltus is a key species for comparisons across the insects. It is one of the few experimentally tractable hemimetabolous species that can ground comparisons with the completely metamorphosing species of the Holometabola (e.g., flies, beetles, wasps). Topics investigated in this framework include reproductive biology and development of the legs, wings, body segments, extraembryonic membranes, and overall establishment of the body plan. This dataset presents the Oncopeltus fasciatus genome v1.0. This assembly version is the pre-release version, prior to filtering and quality control by the National Center for Biotechnology Information's GenBank resource (http://www.ncbi.nlm.nih.gov/assembly/GCA_000696205.1/). Assembly method details will be available in a forthcoming publication. If you wish to use this dataset, please follow the Baylor College of Medicine's conditions for data use: https://www.hgsc.bcm.edu/bcm-hgsc-conditions-use Attribution info for the milkweed bug photo: Oncopeltus fasciatus Creative Commons Attribution Non Commercial Share Alike 2.0 (CC BY-NC-SA 2.0) © Patrick Coin
DOI: 10.15482/usda.adc/1518752
title: Oncopeltus fasciatus Official Gene set v1.2

description: This dataset presents the Oncopeltus fasciatus Official Gene Set (OGS) v1.2. The OGS is an update of OGSv1.1. Manual annotations from the Apollo manual annotation tool were merged with OGSv1.1 using the NAL's prototype Merge program.
DOI: 10.4228/d7y2-tw27
title: Chemical, physical and biological soil and plant/crop parameters in distance to agricultural field edges

description: This dataset contains data on physical, chemical and biological soil and plant/crop parameters in 0, 5, 20, and 50 meter distance to agricultural field edges and spread over a number of agricultural wheat fields in the AgroScapeLab Quillow area (Brandenburg, Germany) in 2016. It also includes the location and landscape characteristic of the datapoints. Research domain: Ecology of Agricultural Landscape 1) Does distance to semi-natural habitats matter for arbuscular mycorrhizal (AM) and non-AM fungal root colonization in winter wheat agricultural transition zones? 2) Does distance to semi-natural habitats matter for crop performance, i.e. biomass at wheat flowering and at final harvest, grain yield and average corn size?
DOI: 10.5281/zenodo.7110002
title: Replication package for "Does Communist Nostalgia Lead to COVID-19 Conspiracy Beliefs?"

description: Replication package for the paper “Does Communist Nostalgia Lead to COVID-19 Conspiracy Beliefs?” accepted for publication at European Societies. The package contains the survey data and the R code.
DOI: 10.5285/aff921a9f2a34f008744342f0baaa9a5
title: HadCM3 general circulation model forced simulations of oscillating last glacial maximum forced with deglacial meltwater

description: This dataset contains HadCM3 model global forced simulations of the last glacial maximum, inputs and outputs, as used in the publication Rome et al. 2022 (DOI:10.1002/essoar.10511015.1). Seven simulations outputs are included under the names XOUPA, TFGBD_XOUPD, XOUPH, TFGBR_XOUPL, TFGBI, XOUPF and TFGBJ. The simulations were created using the general circulation model HadCM3 over the entire globe under last glacial maximum (21,000 years ago) conditions and forced with snapshots of meltwater derived from the early deglaciation (21,500 to 17,800 years ago). The outputs consist of sea-ice concentration, ocean overturning circulation, mixed layer depth, sea surface salinity, sea surface temperature, precipitation and surface air temperature. For reproducibility, the meltwater input files used for the forcing (lgm_inputs), the model input files (mw_inputs), the pre-industrial climatologies (pi_climate) and the crash diagnostics (crash_data) are included.
DOI: 10.5517/ccdc.csd.cc1plltp
title: CCDC 1567013: Experimental Crystal Structure Determination

description: Related Article: Taisiya Sukhikh, Kira Vostrikova|2017|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.20412261.v1
title: PRISMA_2020_checklist The contradictory effects of coffee intake on periodontal health- a systematic review

description: PRISMA_2020_checklist The contradictory effects of coffee intake on periodontal health- a systematic review
DOI: 10.21227/txmn-eg92
title: The dataset for pork adulteration from electronic nose system

description: E-nose can be used for food authentication and adulteration assessment.Recently, halal authentication has gained attention because of cases of pork adulteration in beef.In this study,The electronic nose was built using nine MQ series gas sensors from Zhengzhou Winsen Electronics Technology Co., Ltd for detection pork adulteration in beef. The list of gas sensors are MQ2, MQ4, MQ6, MQ9, MQ135, MQ136, MQ137, and MQ138. These gas sensors were assembled with an Arduino microcontroller. For data communication, a universal serial bus (USB) interface was used to transfer the signals from the microcontroller to the computer. The gas sensors were placed in a sample chamber made of transparent glass.
DOI: 10.5281/zenodo.6643622
title: Simulated X-ray Photon Fluctuation Spectroscopy Dataset

description: Dataset for simulated X-ray Photon Fluctuation Spectroscopy (XPFS) detector images and photon maps. XPFS is a X-ray speckle imaging technique used at SLAC National Accelerator Laboratory to study ultrafast materials dynamics.
description: {"references": ["Burdet, Nicolas Georges, et al. \"Absolute contrast estimation for soft X-ray photon fluctuation spectroscopy using a variational droplet model.\" Scientific Reports 11.1 (2021): 1-9."]}
DOI: 10.5281/zenodo.6991475
title: Knowledge and attitude of the people in San Juan de Miraflores towards the disposal of medicines.

description: <strong>Objective:</strong> To evaluate the relationship between the level of knowledge and attitudes on how to dispose of medicines in households in the district of San Juan de Miraflores. <strong>Método:</strong> Hypothetical-deductive, quantitative approach, applied type and non-experimental, observational design, for which 385 households in the district of San Juan de Miraflores were surveyed. <strong>Results:</strong> 48.3% of the respondents have an average level of knowledge of how to dispose of medicines. 93.2% of the respondents have a positive attitude towards the disposal of medicines, and there is a relationship between the level of knowledge and attitude towards the disposal of medicines (P-value = 0.000). <strong>Conclusion:</strong> Increased knowledge is associated with a better attitude to the disposal of medicines.
DOI: 10.6078/m71r6nmg
title: Pınarbaşı Bird Remains
DOI: 10.6084/m9.figshare.11848278
title: Data associated with "Low-cost microphysiological systems: Feasibility study of a tape-based barrier-on-chip for small intestine modeling"

description: This repository contains the LC-MS data and processing described in our paper. Please cite the original article when using these data (DOI 10.1039/D0LC00009D )
DOI: 10.6084/m9.figshare.12675410
title: Datasets supporting draft genomes of three closely related low light-adapted Prochlorococcus

description: The datasets provided here support the building of the P1344, P1361, and P1363 <i>Prochlorococcus</i> genomes. These three genomes represent closely related strains with identical ITS rRNA sequences but contain variation at other loci. They are draft genomes from enrichment cultures, available as whole genome assemblies at NCBI Genbank (https://www.ncbi.nlm.nih.gov) under accession numbers GCA_012933605.1 (P1344), GCA_012933585.1 (P1361), and GCA_012933595.1 (P1363), and at JGI Integrated Microbial Genomes (https://img.jgi.doe.gov) with IMG genome IDs 2878082593 (P1344), 2878076891 (P1361), and 2878079704 (P1363). Raw enrichment culture Illumina reads used to build these genomes are available at the NCBI Sequence Read Archive under accession numbers SRR11497176 (P1344), SRR11497178 (P1361), and SRR11497177 (P1363). Please see README_file_descriptions.pdf for detailed information on the files presented here.
DOI: 10.6084/m9.figshare.21287097.v1
title: Litter facilitates plant development but restricts seedling establishment during vegetation regeneration

description: Datasets, Functional Ecology, Litter facilitates plant development but restricts seedling establishment during vegetation regeneration, Xiaoyue Zhang, Xiangyin Ni, Petr Heděnec, Kai Yue, Xinyu Wei, Jing Yang, Fuzhong Wu.
DOI: 10.5281/zenodo.7030863
title: Data from: Crowdsourcing training material for automated bird sound classification – a pilot study

description: Data from the manuscript "Crowdsourcing training material for automated bird sound classification – a pilot study" by Petteri Lehikoinen, Meeri Rannisto, Ulisses Camargo, Aki Aintila, Patrik Lauha, Esko Piirainen, Panu Somervuo & Otso Ovaskainen
DOI: 10.5258/soton/d2388
title: Dataset for the journal paper "Designing multi-mode anti-resonant hollow-core fibers for industrial laser power delivery"

description: Results of finite-element simulation data used for the preparation of figures for journal article submitted to "Optics Express".
DOI: 10.5281/zenodo.5703323
title: Canadian Wildfire Evacuation Data

description: Database of wildfire evacuations across the forested regions of Canada from 1980 to 2019. The database provides the data evaluated in the publication titled, “Wildfire evacuation patterns and syndromes across Canada’s forested regions,” which was submitted to Ecological Applications in November, 2021. The data file provides information on each documented wildfire evacuation and the characteristics of the fire that most likely led to the evacuation. The information on wildfire evacuations includes the location, the estimated population, whether it is a First Nations reserve, the estimated number of evacuess in five broad categories, the date that the evacuation order was issued, the date the order ended, and the reason why the order was issued. This information was compiled from more than 2,000 news reports, which were found using keyword searches in the Canadian Reference Centre, Canadian Newsstand, Canadian Research Index, Canadian Business and Current Affairs, and Proquest. Additional data were acquired by contacting provincial and territorial emergency management agencies and the Royal Canadian Mounted Police, as described in Beverly and Bothwell (2011; Wildfire evacuations in Canada 1980-2007; Natural Hazards 59:571-596). The fire characteristics include the fire size, ignition source, day of year on which it was first reported, and the database from which these values were derived. The databases for the original fire data include the National Burned Area Composite (NBAC), the National Fire Database (NFDB) fire polygon data, and the NFDB fire point data. The fire databases are available to the public at the CWFIS datamart (https://cwfis.cfs.nrcan.gc.ca/datamart).
description: The database was updated and revised under funding from two grants to the Canadian Safety and Security Program (CSSP-2016-CP-2286 and CSSP-2018-TI-2406), awarded to Xianli Wang.
DOI: 10.6084/m9.figshare.21096919.v1
title: Supplementary Material

description: Table S1 and Table S2.
DOI: 10.5281/zenodo.5865070
title: Primary Studies

description: List of primary studies analysed in an IRR study on ML testing
DOI: 10.5281/zenodo.2594483
title: #nowplaying

description: This dataset contains a dump of the #nowplaying dataset which contains so-called listening events of users who publish the music they are currently listening to on Twitter. In particular, this dataset includes tracks which have been tweeted using the hashtags #nowplaying, #listento or #listeningto. In this dataset, we provide the track and artist of a listening event and metadata on the tweet (date sent, user, source). Furthermore, we provide a mapping of tracks to its respective Musicbrainz identifiers. The dataset features a total of 126 mio listening events.

This archive contains the nowplaying.csv file, the main file which contains the following fields:


	user id (each user is identified by a unique hash value)
	source of the tweet (how it was sent; as provided by the Twitter API)
	timestamp of the time the tweet underlying the listening event was sent
	track title
	artist name
	musicbrainz identifier of the recording (cf. https://musicbrainz.org/)


In case you make use of our dataset in a scientific setting, we kindly ask you to cite the following paper: 

<br>
Eva Zangerle, Martin Pichl, Wolfgang Gassler, and Günther Specht. 2014. #nowplaying Music Dataset: Extracting Listening Behavior from Twitter. In Proceedings of the First International Workshop on Internet-Scale Multimedia Management (WISMM '14). ACM, New York, NY, USA, 21-26.

If you have any questions or suggestions regarding the dataset, please do not hesitate to contact Eva Zangerle (eva.zangerle@uibk.ac.at).
description: {"references": ["Eva Zangerle, Martin Pichl, Wolfgang Gassler, and G\u00fcnther Specht. 2014. #nowplaying Music Dataset: Extracting Listening Behavior from Twitter. In Proceedings of the First International Workshop on Internet-Scale Multimedia Management (WISMM '14). ACM, New York, NY, USA, 21-26."]}
DOI: 10.5281/zenodo.6981744
title: Antifungal activity of propolis extract against Candida albicans in patients with vulvovaginal candidiasis

description: Abstract <strong>Objective:</strong> To evaluate the antifungal activity of propolis extract against <em>Candida Albicans</em> (or <em>C. Albicans</em>) in patients with vulvovaginal candidiasis. <strong>Method:</strong> The research presents a quantitative approach with an experimental design, with a population of <em>C. Albicans</em> strains isolated from patients diagnosed with vulvovaginal candidiasis who were admitted to the Gynecology Service of the Maria del Socorro Clinic, district of Ate - Lima, from which a sample of 34 strains was chosen in total, considering three repetitions per strain, obtaining 102 experimental units. The antifungal susceptibility test was carried out by the disc diffusion plate method using a single concentration of propolis extract, with fluconazole as a positive control. <strong>Resultados:</strong> Propolis extract was shown to inhibit all strains of <em>C. albicans</em>, as was fluconazole, with the effect of the latter being significantly greater than that of the product under investigation. <strong>Conclusion:</strong> The conclusion is that propolis extract does show antifungal activity against <em>C. albicans</em> in patients with vulvovaginal candidiasis. <strong>Keywords:</strong> Propolis extract, <em>Candida Albicans</em>, Antifungal activity, Vulvovaginal candidiasis.
DOI: 10.5287/bodleian:44o2d5vkx
title: Bending a Photonic Wire into Ring