cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1565909.08fu
title: SH1565909.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1565910.08fu
title: SH1565910.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.14459/2023mp1713501
title: Points for Energy Renovation (PointER): A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics

description: A LiDAR-based point cloud dataset of more than one million building point clouds. Around half of the point clouds are linked to energy performance features (i.e. EPC, etc.). The dataset contains one point cloud for every building property in 16 English districts. Districts include rural and urban regions and represent the overall English building stock. The energy performance features are linked via the Unique Property Reference Number. This way, the point clouds can easily be connected to other features, too.
DOI: 10.5281/zenodo.8092129
title: UAV Surveying - School building

description: The data provided in this dataset is from a surveying flight in a school building. The dataset contains information of a 3D LiDAR, a camera, 3 IMUs, drone GPS position and velocity, and RTK position and velocity data, in rosbag format. The LiDAR is an Ouster OS1-128 Rev7, the IMUs are: drone IMU (unknown model), Xsens MTi 630 AHRS and LiDAR internal IMU. The camera has 1280x960p and 145º FOV. The sensor intrinsic and extrinsic are available in the dataset. U (unkown model), Xsens MTi 630 AHRS and LiDAR internal IMU.
description: In case of the need of information about the sensors, contact the author's: Email: joao.g.martins@inesctec.pt
DOI: 10.5281/zenodo.8092128
title: UAV Surveying - School building

description: The data provided in this dataset is from a surveying flight in a school building. The dataset contains information of a 3D LiDAR, a camera, 3 IMUs, drone GPS position and velocity, and RTK position and velocity data, in rosbag format. The LiDAR is an Ouster OS1-128 Rev7, the IMUs are: drone IMU (unknown model), Xsens MTi 630 AHRS and LiDAR internal IMU. The camera has 1280x960p and 145º FOV. The sensor intrinsic and extrinsic are available in the dataset. U (unkown model), Xsens MTi 630 AHRS and LiDAR internal IMU.
description: In case of the need of information about the sensors, contact the author's: Email: joao.g.martins@inesctec.pt
DOI: 10.5255/ukda-sn-856411
title: Exploring the Psychological Drivers and Impact of Public Health Communications on Vaccination Beliefs of Minority Ethnic Groups, 2022

description: This project was funded as part of UKRI’s rapid response to COVID-19 to provide real-time data to support the development of tailored public health guidance about the COVID-19 vaccine for ethnic minority communities in the UK. The aim of this study was to understand the impact of public health communications on the experiences and beliefs about COVID-19 vaccinations for minority ethnic groups in the UK. This involved: • A rapid systematic literature review of factors influencing COVID-19 vaccination uptake in minority ethnic groups. • Three waves of in-depth interviews and focus groups with (i) practitioners in local public health and community organisations, and (ii) residents from diverse communities in London and Birmingham were conducted between September 2021 and June 2022. • Collation of COVID-19 vaccine communications targeting Black and Asian audiences in the UK that were released between January 2021 and June 2022. Practitioner interviews identified public health communication challenges relating to the knowledge, skills and capacity required to develop appropriately tailored messages. They also demonstrated the effectiveness of co-produced, two-way local communications using trusted expert sources and communication channels that are preferred by communities. Resident interviews highlighted differences within- and between- minority ethnic group attitudes and experiences. They also indicated that anti-vax messages were being shared via multiple sources with varying impacts, including on community cohesion as well as vaccine behaviours. The longitudinal design revealed that strongly positive and negative vaccine attitudes held over time, but also showed changes in attitudes, risk perceptions and behaviours relating to individual and peer experiences during the pandemic, as well as changes in government and public health responses. These findings suggest that the experience of the COVID-19 vaccine has increased delay or refusal of other routinely available vaccines, due to increased information-seeking and a desire to regain autonomy over health decision-making.
DOI: 10.5523/bris.3h2h1qucs7wmr23wravarfiiy2
title: Pipe inspection using guided acoustic wave sensors integrated with mobile robots

description: Data for the paper, "Pipe inspection using guided acoustic wave sensors integrated with mobile robots".
DOI: 10.6084/m9.figshare.23607963
title: SI.zip from The dynamic resilience of urban labour networks

description: Both cities and markets are well understood as complex systems which are amenable to analysis using physically inspired methods. Cities have shown fascinating universality with size, while labour markets modelled as networks have considerable explanatory power. Labour markets are a particularly attractive domain of study in this context due to societal importance, the influx of high-resolution data as well as exogenous influence of automation. While much previous work has studied the economic characteristics of cities as a function of size and examined the exposure of urban economies to automation, this has often been from a static perspective. In this work, we examine the diffusive properties of labour markets and examine their variance across cities. More specifically, we identify the occupations which are most important in promoting the diffusion of beneficial or deleterious properties. To this end, we propose a new measure of node centrality empSI. We find that these properties of influence vary considerably with city size.
DOI: 10.6084/m9.figshare.23607963.v1
title: SI.zip from The dynamic resilience of urban labour networks

description: Both cities and markets are well understood as complex systems which are amenable to analysis using physically inspired methods. Cities have shown fascinating universality with size, while labour markets modelled as networks have considerable explanatory power. Labour markets are a particularly attractive domain of study in this context due to societal importance, the influx of high-resolution data as well as exogenous influence of automation. While much previous work has studied the economic characteristics of cities as a function of size and examined the exposure of urban economies to automation, this has often been from a static perspective. In this work, we examine the diffusive properties of labour markets and examine their variance across cities. More specifically, we identify the occupations which are most important in promoting the diffusion of beneficial or deleterious properties. To this end, we propose a new measure of node centrality empSI. We find that these properties of influence vary considerably with city size.
DOI: 10.5281/zenodo.7757451
title: HAARP API experimental data

description: Raw data corresponding to HF signals received during API experiments conducted at HAARP from Oct. 24--26, 2022.
DOI: 10.6084/m9.figshare.22030037.v1
title: mooring ADCP data in Maluku Channel & TH section

description: mooring data of M02, M03, and TH3
DOI: 10.17632/x7v3gd2wm3.1
title: Pooled Longitudinal Dataset on the Assessment of an Apprenticeship-based Entrepreneurship Intervention in Nigeria

description: This dataset presents longitudinal data collected through four surveys – baseline, midline1, midline2 and endline – of fresh graduates who underwent the National Youth Service Corps (NYSC) programme across ten states in Nigeria. The data were collected from 21,940 unique young men and women who underwent compulsory one-year national service after graduating from universities and polytechnics across Nigeria.  

The surveys were designed for a longitudinal study to assess the impact of the Skills Acquisition and Enterpreneurship Development (SAED) programme of the NYSC, which is the largest apprenticeship-based entrepreneurship intervention for young people in Nigeria, and arguably in Africa. The surveys sought to fully profile the entrepreneurship and apprenticeship characteristics of the graduates, their experience and assessment of the SAED programme, as well as assess the impacts of the SAED programme.  The surveys were collected at roughly 6-month interval across the ten selected states, including a baseline survey in November 2020 when the respondents were newly mobilized for their service and were having the Orientation programme on the camps, two follow-up surveys respectively in April and October 2021, and an endline survey in April 2022 after the respondents had exited the NYSC scheme for about six months.

The usefulness of the dataset is many folds. One, the dataset can be used to assess the impacts of the over-a-decade-old introduction of compulsory entrepreneurship training into the Nigerian university system that produced most of the respondents. Two, it can also be used to quantify the potential pool of future entrepreneurs among highly educated Nigerian youth.  Three, the design and impacts of the SAED programme of the NYSC can be gauged using the dataset.  The full entrepreneurship and apprenticeship profile of a representative sample of educated young people in the largest and most populous nation in Africa is useful for researchers, donors and policymakers in characterizing and designing appropriate interventions to boost self-employment as a way of reaping Africa’s demographic dividend.
DOI: 10.4121/13416488.v1
title: Data accompanying the publication: A two-dimensional array of single-hole quantum dots

description: In this repository you will find the data accompanying the pubilication 'A two-dimentional array of single-hole quantum dots', which describes the properties of a two by two quantum dot array formed in a germanium heterostructure. It shows charge stability diagrams, hole filling spectra and tunnel coupling data. The purpose is to show that this platform is suitable for spin qubits.<br>The manuscript can be found at:https://arxiv.org/pdf/2008.11666.pdf
DOI: 10.5281/zenodo.7154229
title: Top 5 Bollywood grossers from 1994-2019_Zenodo

description: The dataset contains the details of the top 5 revenue grossers in Bollywood from 1994-2019. The dataset also contains the synopsis/storylines of all the movies. The dataset has been compiled by the researcher from various websites such as BoxOfficeIndia, IMDB, Wikipedia etc.
DOI: 10.26182/hyw0-my35
title: Bottom boundary-layer and profiling sediment observations beneath NLIW
DOI: 10.14284/594
title: Bioavailability of cadmium and benzo(a)pyrene mixture in zebrafish larvae exposed to microplastic-associated biofilms

description: The aim of the study was to investigate if the presence of a Microplastic-associated biofilm influenced the sorption and bioavailability of two co-contaminants with different physicochemistry, benzo(a)pyrene (B[a]P) and cadmium (Cd).
description: The study aimed to assess the microbial composition of microplastic (MP) biofilms and investigate if the presence of a biofilm influenced the sorption and bioavailability of two co-contaminants with different physicochemistry, benzo(a)pyrene (B[a]P) and cadmium (Cd). Co-contaminants' bioavailability was evaluated by assessing biomarkers gene expression (cytochrome P450 1A and metallothionein 2). Zebrafish larvae were exposed to MP-associated biofilms and co-contaminants in the aqueous phase. The present dataset includes gene expression data concerning the co-contaminant bioavailabilities measured in zebrafish larvae after an individual or mixed co-contaminant exposure in the presence or absence of MP-associated biofilms. The exposed larvae gene expression levels were obtained using the ΔΔCT method, and the results were compared to untreated control groups.
DOI: 10.17171/1-11-2
title: Roman Lamps

description: Chemical composition of ancient ceramics
DOI: 10.17632/4tgypy6hhf.1
title: District Heating System Performance Charasteristics (Omsk, Russia, Nov. 2017)

description: Daily energy production (in Gigacalories) enclosed for 5 largest DH plants. Brought together with outdoor temp., network supply temp., supply water flow (tonne per hour), etc.
DOI: 10.21227/425a-3e55
title: NSL-KDD

description: This dataset is benchmark dataset we use in our research for Intrusion Detection System.
DOI: 10.25346/s6/psp5n0
title: [Code] Tracking Atmospheric Rivers Globally as Elongated Targets (tARget), Version 2

description: [Code] Tracking Atmospheric Rivers Globally as Elongated Targets (tARget), Version 2
DOI: 10.4121/17169383.v1
title: Data underlying the research on On-line warning system for pipe burst using Bayesian dynamic linear models

description: The dataset contains the following items:<br>- dma1_flow.txt = hourly water flow (m3/h) for district meter area 1- dma2_flow.txt = hourly water flow (m3/h) for district meter area 2(rows are days, columns are the 24 hours)<br>- dma1_pressure.txt = hourly pressure (psi) for district meter area 1- dma2_pressure.txt = hourly pressure (psi) for district meter area 2(rows are days, columns are the 24 hours)<br><br>- temperature.txt = hourly temperature (Celcius)(rows are days, columns are the 24 hours)<br><br>- wk_dummy.txt = dummy variable indicating whether its a workday or a weekend(rows are days, columns are the 2 dummy variables)<br><br>- dates : dates of the recordings(rows are days)<br><br>
DOI: 10.5281/zenodo.7015813
title: Crack simulations in random heterogeneous media: worm burrows

description: The folders correspond to the panels of Figure 5 in the referencing paper. The top row of figures are in the kic subfolder, cov_minus, baseline and cov_plus from left to right. The bottom two rows are in the kikic folder cov_minus, baseline and cov_plus from left to right. Data is in the .mat files, each of which contains three variables. x1_path contains the horizontal locations of the crack tip during its propagation and x2 path contains the vertical position. The data can be recreated by executing the .m files in each subfolder, having downloaded and extracted the entire archive. The files are matlab files which must be executed in matlab. The simulation engine is in burrow_prop_03.m
DOI: 10.5281/zenodo.7896435
title: Dataset for 'Inland ship emissions and their contribution to NOx and ultrafine particle concentrations at the Rhine'

description: Dataset for ACP manuscript 'Inland ship emissions and their contribution to NOx and ultrafine particle concentrations at the Rhine'. Further explanations on the datasets can be found in the 'README.txt' file. In case of any questions please contact: Philipp Eger (eger@bafg.de), Federal Institute of Hydrology. 1_Timeseries_Worms Description: Time series of measured gaseous and particulate species for station "BRI" in Worms on 10 December 2021. <br> 2_All_ship_peaks_Worms Description: All analyzed ship peaks fulfilling the quality check criteria. <br> 3_Ship_contribution_Worms Description: Mean monthly contribution from shipping based on analyzed peaks. <br> 4_Examples_Worms Description: Particle size distribution of five exemplary peaks (A-E).
DOI: 10.5441/002/edbt.2020.74
title: JedAI^3 : beyond batch, blocking-based Entity Resolution
DOI: 10.3886/icpsr07201.v2
title: Civic Culture Study, 1959-1960
title: Version 2

description: This study was based on crossnational surveys conducted in five countries -- Germany, Italy, Mexico, the United Kingdom, and the United States. Information was obtained from 955 respondents in Germany, 995 respondents in Italy, 1,008 respondents in Mexico, 963 respondents in the United Kingdom, and 970 respondents in the United States. The interviews focused on the respondents' basic political attitudes with emphasis on political partisanship, political socialization, and attitudes toward specific institutions as well as the political system and culture as a whole. Specific information was collected on respondents' political awareness and feelings of political efficacy and attitudes toward bureaucracy, police, political parties, campaigning, and various levels of government, as well as toward institutions such as school, family, and place of work. The number and types of organizations to which the respondents belonged were also recorded. Demographic data cover age, sex, race, marital status, number of children, religious preference, income, and socioeconomic status.
description: United States and United Kingdom: Multistage probability samples. Germany, Italy, and Mexico: Multistage stratified random samples.
description: Datasets: DS1: Civic Culture Study, 1959-1960
description: Adult populations of Germany, Italy, Mexico, the United Kingdom, and the United States.
description: This five-nation study was generated by combining five separate data files, one for each country, into a single file. The data for one country or a subset of countries can be obtained by filtering by the country variable (V2). The data for a single country are available from ICPSR upon request.
DOI: 10.5281/zenodo.3653943
title: Assessing the structural heterogeneity of supercooled liquids through community inference

description: This dataset is associated with "Assessing the structural heterogeneity of supercooled liquids through community inference", by Joris Paret, Robert L. Jack, Daniele Coslovich, J. Chem. Phys. 152, 144502 (2020) [https://doi.org/10.1063/5.0004732] It includes scripts and data files to allow for the replication of the figures. PDF and SVG figures were generated using : Python 3.7.5 Numpy 1.16.2 Matplotlib 3.0.2 TeX Live 2013/Debian (including package type1ec.sty v1.1) Most of the final figures were then assembled using LibreOffice 4.2.8.2 (whose files are also provided).
DOI: 10.17188/1203478
title: Materials Data on LiPO3 by Materials Project

description: LiPO3 crystallizes in the monoclinic P2_1/c space group. The structure is three-dimensional. there are three inequivalent Li1+ sites. In the first Li1+ site, Li1+ is bonded to four O2- atoms to form distorted LiO4 trigonal pyramids that share corners with four PO4 tetrahedra, a cornercorner with one LiO5 trigonal bipyramid, and an edgeedge with one LiO5 trigonal bipyramid. There are a spread of Li–O bond distances ranging from 1.94–2.03 Å. In the second Li1+ site, Li1+ is bonded in a 4-coordinate geometry to five O2- atoms. There are a spread of Li–O bond distances ranging from 2.02–2.71 Å. In the third Li1+ site, Li1+ is bonded to five O2- atoms to form distorted LiO5 trigonal bipyramids that share corners with five PO4 tetrahedra, a cornercorner with one LiO4 trigonal pyramid, and an edgeedge with one LiO4 trigonal pyramid. There are a spread of Li–O bond distances ranging from 1.99–2.48 Å. There are three inequivalent P5+ sites. In the first P5+ site, P5+ is bonded to four O2- atoms to form PO4 tetrahedra that share corners with two PO4 tetrahedra, a cornercorner with one LiO5 trigonal bipyramid, and corners with two equivalent LiO4 trigonal pyramids. There are a spread of P–O bond distances ranging from 1.50–1.62 Å. In the second P5+ site, P5+ is bonded to four O2- atoms to form PO4 tetrahedra that share corners with two PO4 tetrahedra and corners with two equivalent LiO5 trigonal bipyramids. There are a spread of P–O bond distances ranging from 1.50–1.62 Å. In the third P5+ site, P5+ is bonded to four O2- atoms to form PO4 tetrahedra that share corners with two PO4 tetrahedra, corners with two equivalent LiO5 trigonal bipyramids, and corners with two equivalent LiO4 trigonal pyramids. There is two shorter (1.50 Å) and two longer (1.62 Å) P–O bond length. There are nine inequivalent O2- sites. In the first O2- site, O2- is bonded in a trigonal planar geometry to two Li1+ and one P5+ atom. In the second O2- site, O2- is bonded in a bent 120 degrees geometry to two P5+ atoms. In the third O2- site, O2- is bonded in a distorted bent 150 degrees geometry to two P5+ atoms. In the fourth O2- site, O2- is bonded in a distorted T-shaped geometry to two Li1+ and one P5+ atom. In the fifth O2- site, O2- is bonded in a distorted rectangular see-saw-like geometry to three Li1+ and one P5+ atom. In the sixth O2- site, O2- is bonded in a 3-coordinate geometry to two Li1+ and one P5+ atom. In the seventh O2- site, O2- is bonded in a distorted trigonal planar geometry to two Li1+ and one P5+ atom. In the eighth O2- site, O2- is bonded in a distorted bent 150 degrees geometry to two P5+ atoms. In the ninth O2- site, O2- is bonded in a 3-coordinate geometry to three Li1+ and one P5+ atom.
DOI: 10.21974/krcf-q931
title: Ask and You Shall Receive: The Effects of Negativity and Fundraising Appeals on Facebook Data Replication Files

description: These data are the replication data and code for the article "Ask and You Shall Receive: The Effects of Negativity and Fundraising Appeals on Facebook". Published at Politics Research Quarterly. We study the fundraising effects of ad campaigns sponsored by The Lincoln Project, a well funded Super PAC. The data includes 100s of millions of ad impressions targeting Facebook users in the 50 states, plus D.C., over 308 days in 2020. Additionally, we coded ads for tone and fundraising appeals. The results suggest that ads that include both negativity and fundraising appeals are associated with the most money: each impression yields an additional $0.52 in itemized donations (campaign contributions).
DOI: 10.26182/5f62f6e361872
title: Bottom boundary-layer observations beneath NLIW of depression; April 3