cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25392/leicester.data.20300949
title: Measured NO2 O3 and PM2.5 concentrations during morning commutes averaged per trip- geolocation data included

description: Using EathSense Zephyrs, the concentrations of NO2, O3 and PM2.5 was measured on morning commutes accros 4 routes in Leicester. The data file 'Commuter pollutant concentrations by route trip avg.csv' shows measured concentrations of these pollutants along the commutes for people either walking, driving or cycling, averaged to per trip made.
DOI: 10.25392/leicester.data.20300949.v1
title: Measured NO2 O3 and PM2.5 concentrations during morning commutes averaged per trip- geolocation data included

description: Using EathSense Zephyrs, the concentrations of NO2, O3 and PM2.5 was measured on morning commutes accros 4 routes in Leicester. The data file 'Commuter pollutant concentrations by route trip avg.csv' shows measured concentrations of these pollutants along the commutes for people either walking, driving or cycling, averaged to per trip made.
DOI: 10.25392/leicester.data.20301003
title: Merged AURN met and commuter pollutant concentration data- geolocation data included

description: Concentrations of NO2, O3 and PM2.5 were measured during morning driving, walking or cycling commutes. These measurements were made using EarthSense zephyrs. <br> The data file shows the concentrations of each pollutant measured along 4 different routes, averaged per trip. Along with these commuting measruements, metorological data was downloaded from the University of Leicester AURN AQ monitoring station and merged into the same file.
DOI: 10.25392/leicester.data.20301003.v1
title: Merged AURN met and commuter pollutant concentration data- geolocation data included

description: Concentrations of NO2, O3 and PM2.5 were measured during morning driving, walking or cycling commutes. These measurements were made using EarthSense zephyrs. <br> The data file shows the concentrations of each pollutant measured along 4 different routes, averaged per trip. Along with these commuting measruements, metorological data was downloaded from the University of Leicester AURN AQ monitoring station and merged into the same file.
DOI: 10.25392/leicester.data.20359290
title: Ratios of PM2.5 concentrations measured during driving and active commutes

description: PM<sub>2.5</sub> concentrations were measured during driving, walking and cycling commutes using Earthsense zephyrs. Four routes were taken. <br> Measruements were averaged by trip and ratios of PM<sub>2.5</sub> in car to active commute (i.e PM<sub>2.5</sub> car/ PM<sub>2.5</sub> walking or PM<sub>2.5</sub> car/ PM<sub>2.5</sub> cycle) were calculated for each trip and route.
DOI: 10.25392/leicester.data.20359290.v1
title: Ratios of PM2.5 concentrations measured during driving and active commutes

description: PM<sub>2.5</sub> concentrations were measured during driving, walking and cycling commutes using Earthsense zephyrs. Four routes were taken. <br> Measruements were averaged by trip and ratios of PM<sub>2.5</sub> in car to active commute (i.e PM<sub>2.5</sub> car/ PM<sub>2.5</sub> walking or PM<sub>2.5</sub> car/ PM<sub>2.5</sub> cycle) were calculated for each trip and route.
DOI: 10.25392/leicester.data.20359260
title: Ratios of O3 concentrations measured during driving and active commutes

description: O<sub>3 </sub>concentrations were measured during driving, walking and cycling commutes using Earthsense zephyrs. Four routes were taken. <br> Measruements were averaged by trip and ratios of O<sub>3</sub> in car to active commute (i.e O<sub>3</sub> car/ O<sub>3</sub> walking or O<sub>3</sub> car/ O<sub>3</sub> cycle) were calculated for each trip and route.
DOI: 10.25392/leicester.data.20359260.v1
title: Ratios of O3 concentrations measured during driving and active commutes

description: O<sub>3 </sub>concentrations were measured during driving, walking and cycling commutes using Earthsense zephyrs. Four routes were taken. <br> Measruements were averaged by trip and ratios of O<sub>3</sub> in car to active commute (i.e O<sub>3</sub> car/ O<sub>3</sub> walking or O<sub>3</sub> car/ O<sub>3</sub> cycle) were calculated for each trip and route.
DOI: 10.25392/leicester.data.20359200
title: Ratios of NO2 concentrations measured during driving and active commutes

description: NO2 concentrations were measured during driving, walking and cycling commutes using Earthsense zephyrs. Four routes were taken. <br> Measruements were averaged by trip and ratios of NO<sub>2</sub> in car to active commute (i.e NO<sub>2</sub> car/ NO<sub>2</sub> walking or NO<sub>2</sub> car/ NO<sub>2</sub> cycle) were calculated for each trip and route.
DOI: 10.25392/leicester.data.20359200.v1
title: Ratios of NO2 concentrations measured during driving and active commutes

description: NO2 concentrations were measured during driving, walking and cycling commutes using Earthsense zephyrs. Four routes were taken. <br> Measruements were averaged by trip and ratios of NO<sub>2</sub> in car to active commute (i.e NO<sub>2</sub> car/ NO<sub>2</sub> walking or NO<sub>2</sub> car/ NO<sub>2</sub> cycle) were calculated for each trip and route.
DOI: 10.25392/leicester.data.20358822
title: Calculated NO2, O3 and PM2.5 dosage for commuters along four routes

description: Using EathSense Zephyrs, the concentrations of NO<sub>2</sub>, O<sub>3</sub> and PM<sub>2.5</sub> was measured on morning commutes across 4 routes in Leicester. <br> Using the concentrations of each pollutant measured on the routes, average journey times and previous measurements of commuter inhalation rates, the inhaled dose of each pollutant was estimated on each route.
DOI: 10.25392/leicester.data.20358822.v1
title: Calculated NO2, O3 and PM2.5 dosage for commuters along four routes

description: Using EathSense Zephyrs, the concentrations of NO<sub>2</sub>, O<sub>3</sub> and PM<sub>2.5</sub> was measured on morning commutes across 4 routes in Leicester. <br> Using the concentrations of each pollutant measured on the routes, average journey times and previous measurements of commuter inhalation rates, the inhaled dose of each pollutant was estimated on each route.
DOI: 10.25392/leicester.data.20342934
title: Measured NO2 O3 and PM2.5 concentrations during morning commutes min averaged

description: Using EathSense Zephyrs, the concentrations of NO<sub>2</sub>, O<sub>3</sub> and PM<sub>2.5 </sub>was measured on morning commutes accros 4 routes in Leicester. The data file shows meadured concentrations of these pollutants along the commutes for people either walking, driving or cycling, averaged to 1- minute time resolution.
DOI: 10.25392/leicester.data.20342934.v1
title: Measured NO2 O3 and PM2.5 concentrations during morning commutes min averaged

description: Using EathSense Zephyrs, the concentrations of NO<sub>2</sub>, O<sub>3</sub> and PM<sub>2.5 </sub>was measured on morning commutes accros 4 routes in Leicester. The data file shows meadured concentrations of these pollutants along the commutes for people either walking, driving or cycling, averaged to 1- minute time resolution.
DOI: 10.25392/leicester.data.20342883
title: Measured NO2 O3 and PM2.5 concentrations during morning commutes averaged per trip

description: Using EathSense Zephyrs, the concentrations of NO2, O3 and PM2.5 was measured on morning commutes accros 4 routes in Leicester. The data file shows measured concentrations of these pollutants along the commutes for people either walking, driving or cycling, averaged to per trip made.
DOI: 10.25392/leicester.data.20342883.v1
title: Measured NO2 O3 and PM2.5 concentrations during morning commutes averaged per trip

description: Using EathSense Zephyrs, the concentrations of NO2, O3 and PM2.5 was measured on morning commutes accros 4 routes in Leicester. The data file shows measured concentrations of these pollutants along the commutes for people either walking, driving or cycling, averaged to per trip made.
DOI: 10.25392/leicester.data.20342829
title: NO2, O3 and PM2.5 concentrations measured at AURN and during commutes

description: NO2, O3 and PM2.5 concentrations were measured using Earthsense Zephyrs during morning commutes (walking, cycling and riving) along 4 different routes. <br> The file shows concentrations of these pollutants averaged per trip taken during each commute. Concentrations of the same pollutants measured at the University of Leicester AURN monitoring station on the same days as the trips taken are mered into the dataset.
DOI: 10.25392/leicester.data.20342829.v1
title: NO2, O3 and PM2.5 concentrations measured at AURN and during commutes

description: NO2, O3 and PM2.5 concentrations were measured using Earthsense Zephyrs during morning commutes (walking, cycling and riving) along 4 different routes. <br> The file shows concentrations of these pollutants averaged per trip taken during each commute. Concentrations of the same pollutants measured at the University of Leicester AURN monitoring station on the same days as the trips taken are mered into the dataset.
DOI: 10.25392/leicester.data.20342727
title: Merged AURN met and commuter pollutant concentration data

description: Concentrations of NO2, O3 and PM2.5 were measured during morning driving, walking or cycling commutes. These measurements were made using EarthSense zephyrs. The data file shows the concentrations of each pollutant measured along 4 different routes, averaged per trip. Along with these commuting measruements, metorological data was downloaded from the University of Leicester AURN AQ monitoring station and merged into the same file.
DOI: 10.25392/leicester.data.20342727.v1
title: Merged AURN met and commuter pollutant concentration data

description: Concentrations of NO2, O3 and PM2.5 were measured during morning driving, walking or cycling commutes. These measurements were made using EarthSense zephyrs. The data file shows the concentrations of each pollutant measured along 4 different routes, averaged per trip. Along with these commuting measruements, metorological data was downloaded from the University of Leicester AURN AQ monitoring station and merged into the same file.
DOI: 10.5281/zenodo.6895698
title: Halcyon leucocephala zanfona 1

description: .
DOI: 10.5281/zenodo.6895697
title: Halcyon leucocephala zanfona 1

description: .
DOI: 10.5519/qd.pddzbcmi
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (31733 records)
DOI: 10.5281/zenodo.6895726
title: Halcyon malimbica zanfona 1

description: .
DOI: 10.5281/zenodo.6895725
title: Halcyon malimbica zanfona 1

description: .
DOI: 10.34740/kaggle/dsv/3980835
title: Mahanagar Yatayat Dataset
DOI: 10.25919/ry17-ke54
title: Parkes observations for project P1139 semester 2022APRS_02

description: We have made the first direct detection of an ultra-long period magnetar, using a low-frequency sky survey performed by the Murchison Widefield Array (MWA). Its radio emission is highly polarised and periodic on a timescale of ~20 minutes. Its dynamic spectrum shows high-fluence narrow-timescale “spikes” which are unresolved by our data, with fluence approaching the Fast Radio Bursts generated by the Galactic centre magnetar. The source was visible in Q1 2018 but has since entered a quiescent state. In the event that it switches back on, we requre follow-up of this source to determine an accurate position, a wide-band spectral index, a precise dispersion measure, determination of its polarisation properties at high frequencies, and to better understand the emission on short timescales. Therefore, we are requesting triggered observations with ATCA and Parkes based on MWA monitoring. This semester we request to extend the triggering criterion to any similar source detected in an upcoming monitoring campaign of the Galactic plane using the MWA.
DOI: 10.5281/zenodo.6895770
title: Ispidina picta zanfona 1

description: .
DOI: 10.5281/zenodo.6895769
title: Ispidina picta zanfona 1

description: .
DOI: 10.6084/m9.figshare.20364654.v1
title: ResearchData

description: Three different NURBS curves were used as the tool paths for the simulations and experiments
DOI: 10.5281/zenodo.6895802
title: Halcyon smyrnensis zanfona 1

description: .
DOI: 10.5281/zenodo.6895801
title: Halcyon smyrnensis zanfona 1

description: .
DOI: 10.34740/kaggle/dsv/3980944
title: Team Fight Tactics matches
DOI: 10.5281/zenodo.6895911
title: Megaceryle maxima zanfona 1

description: .
DOI: 10.5281/zenodo.6895910
title: Megaceryle maxima zanfona 1

description: .
DOI: 10.34740/kaggle/dsv/3980973
title: Bitcoin - Transactional Data
DOI: 10.5281/zenodo.6895946
title: Megaceryle torquata zanfona 1

description: .
DOI: 10.5281/zenodo.6895945
title: Megaceryle torquata zanfona 1

description: .
DOI: 10.5281/zenodo.6895974
title: Todiramphus cinnamominus zanfona 1

description: .
DOI: 10.5281/zenodo.6895973
title: Todiramphus cinnamominus zanfona 1

description: .
DOI: 10.21227/85xe-3f88
title: NITYMED

description: 130 videos are available, captured in Patras, Greece, displaying drivers in real cars, moving under nighttime conditions where drowsiness detection is more important.The participating drivers are: 11 males and 10 females with different features (hair color, beard, glasses, etc). The videos are split in 2 categories:Yawning: the drivers yawn 3 times in each video lasting approximately 15-25 seconds (107 videos)
Microsleep: the drivers talk, look around and have microsleeps in videos lasting approximately 2 minutes (21 videos).
This dataset can be used to test and compare algorithms and models for drowsiness detection under nighttime conditions. Other face, mouth and eye tracking applications can also be tested using this dataset. The illumination is natural with a slight boost by the lowest interior car lights in order to simulate the lighting conditions in an avenue since most of the videos were captured on a dark, not crowded road for safety reasons.All videos are mp4, 25 frames/sec, are mute and are offered in two resolutions:HDTV720: 1280 (width)X720 (height), total dataset size: ~700MB (available in Kaggle)
FULL: 1920 (width)X1080 (height), total dataset size: ~1.6GB
DOI: 10.5281/zenodo.6896043
title: Todiramphus saurophagus zanfona 1

description: .
DOI: 10.5281/zenodo.6896042
title: Todiramphus saurophagus zanfona 1

description: .
DOI: 10.3886/e173241
title: Spontaneous convergence in cooperating dyads as explained by a reinforcement learning model of conformity

description: Conformity is one of the most basic forms of social influence and it has been studied under a variety of conditions. However, little is known about the mechanisms which explain how convergence emerges and changes on the bases of exposure to other’s actions. Most of the paradigms used to study this phenomenon induce behavioural convergence using a group rating task, a judgement task or game theory competition/cooperation frameworks. The aim of the current research was to create an experimental paradigm where cooperation emerges naturally and allowed to study the process of learning to adapt to other’s behaviour. First, 40 dyads performed a set of activities, either individually (I) or cooperatively (C). Then, participants performed a dyadic decision-making task in which they had to decide the position of a point and had the chance to change their guesses based on their peer responses. Importantly, convergence of responses was not explicitly instructed, nor rewarded. Responses were modelled using a Reinforcement Learning (RL) algorithm. Results showed a significantly higher level of convergence in C compared to the I group. In addition, participants in the C group reported a more trusting, satisfactory, rewarded, and synched overall experience. Also, RL Temporal Difference algorithm showed higher learning rate and explained better the convergence behaviour of the C group compared to the I group. Our study validates a new proposal to study conformity spontaneously appearing under cooperation.
DOI: 10.3886/e173241v5
title: Spontaneous convergence in cooperating dyads as explained by a reinforcement learning model of conformity

description: Conformity is one of the most basic forms of social influence and it has been studied under a variety of conditions. However, little is known about the mechanisms which explain how convergence emerges and changes on the bases of exposure to other’s actions. Most of the paradigms used to study this phenomenon induce behavioural convergence using a group rating task, a judgement task or game theory competition/cooperation frameworks. The aim of the current research was to create an experimental paradigm where cooperation emerges naturally and allowed to study the process of learning to adapt to other’s behaviour. First, 40 dyads performed a set of activities, either individually (I) or cooperatively (C). Then, participants performed a dyadic decision-making task in which they had to decide the position of a point and had the chance to change their guesses based on their peer responses. Importantly, convergence of responses was not explicitly instructed, nor rewarded. Responses were modelled using a Reinforcement Learning (RL) algorithm. Results showed a significantly higher level of convergence in C compared to the I group. In addition, participants in the C group reported a more trusting, satisfactory, rewarded, and synched overall experience. Also, RL Temporal Difference algorithm showed higher learning rate and explained better the convergence behaviour of the C group compared to the I group. Our study validates a new proposal to study conformity spontaneously appearing under cooperation.
DOI: 10.3886/e173241v4
title: Spontaneous convergence in cooperating dyads as explained by a reinforcement learning model of conformity

description: Conformity is one of the most basic forms of social influence and it has been studied under a variety of conditions. However, little is known about the mechanisms which explain how convergence emerges and changes on the bases of exposure to other’s actions. Most of the paradigms used to study this phenomenon induce behavioural convergence using a group rating task, a judgement task or game theory competition/cooperation frameworks. The aim of the current research was to create an experimental paradigm where cooperation emerges naturally and allowed to study the process of learning to adapt to other’s behaviour. First, 40 dyads performed a set of activities, either individually (I) or cooperatively (C). Then, participants performed a dyadic decision-making task in which they had to decide the position of a point and had the chance to change their guesses based on their peer responses. Importantly, convergence of responses was not explicitly instructed, nor rewarded. Responses were modelled using a Reinforcement Learning (RL) algorithm. Results showed a significantly higher level of convergence in C compared to the I group. In addition, participants in the C group reported a more trusting, satisfactory, rewarded, and synched overall experience. Also, RL Temporal Difference algorithm showed higher learning rate and explained better the convergence behaviour of the C group compared to the I group. Our study validates a new proposal to study conformity spontaneously appearing under cooperation.
DOI: 10.5281/zenodo.6895947
title: La Chouffe Dataset

description: A dataset containing information from the DOAJ and Crossref used in performing research about the availability of data from one another. Contains 3 folders; one with the clean batch that was used to create the populated one in populated_output; the last one contains csv files with aggregated information about the articles. Please refer to https://doi.org/10.5281/zenodo.6491625 for more details. This is part of a project for the exam of Open Science at the University of Bologna. The dataset is available in CC0, with the exception of 20220521_la_chouffe_aggregated_data_v_0_0_1.pkl, which is available in CC BY-SA 4.0 since it combined data from the DOAJ journals.
description: Please find more information about the context here: https://github.com/open-sci/2021-2022
DOI: 10.5281/zenodo.6896218
title: Formal Methods for NFA Equivalence: QBFs, Witness Extraction, and Encoding Verification

description: Supplemental material to the paper.
DOI: 10.5281/zenodo.6896217
title: Formal Methods for NFA Equivalence: QBFs, Witness Extraction, and Encoding Verification

description: Supplemental material to the paper.
DOI: 10.5281/zenodo.6896299
title: Evaluating the summer landscapes of predation risk and forage quality for elk (Cervus canadensis)

description: These data accompany the paper "Evaluating the summer landscapes of predation risk and forage quality for elk (<em>Cervus canadensis</em>)", and are the unscaled version of the second- and third-order resource selection data sets for elk. Each data set consists of 6 columns: elkid (a unique identifier for every individual), used (an indicator: 0 = available sample, 1 = used sample), year, de (modeled digestible energy), lion (predicted relative probability of selection for mountain lions) and wolf (predicted relative probability of selection for wolves).
DOI: 10.5281/zenodo.6896298
title: Evaluating the summer landscapes of predation risk and forage quality for elk (Cervus canadensis)

description: These data accompany the paper "Evaluating the summer landscapes of predation risk and forage quality for elk (<em>Cervus canadensis</em>)", and are the unscaled version of the second- and third-order resource selection data sets for elk. Each data set consists of 6 columns: elkid (a unique identifier for every individual), used (an indicator: 0 = available sample, 1 = used sample), year, de (modeled digestible energy), lion (predicted relative probability of selection for mountain lions) and wolf (predicted relative probability of selection for wolves).
DOI: 10.6084/m9.figshare.19615407
title: Data for a synthesis of EICA studies

description: These compiled data support two meta-analyses examining the evolution of competitive ability hypothesis. These are all data collected from all relevant studies. However, not all reported observations met the criteria for the meta analyses
DOI: 10.6084/m9.figshare.19615407.v1
title: EICA datasheet for META repository.xlsx

description: These are data accumulated for a meta-analysis of the evolution of competitive ability hypothesis. These are all data collected, not all met the criteria for the meta analyses.
DOI: 10.6084/m9.figshare.20364714
title: Data from "Ecological role of Eurasian otter, Lutra lutra (Mustelidae, Carnivora) as a seed dispersal species for riparian vegetation in Iberian fresh waters" study

description: Data from "Ecological role of Eurasian otter, Lutra lutra (Mustelidae, Carnivora) as a seed dispersal species for riparian vegetation in Iberian fresh waters" study
DOI: 10.6084/m9.figshare.20364714.v1
title: Data from "Ecological role of Eurasian otter, Lutra lutra (Mustelidae, Carnivora) as a seed dispersal species for riparian vegetation in Iberian fresh waters" study

description: Data from "Ecological role of Eurasian otter, Lutra lutra (Mustelidae, Carnivora) as a seed dispersal species for riparian vegetation in Iberian fresh waters" study
DOI: 10.5519/qd.59vocopl
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (165 records)
DOI: 10.18120/sv5g-wp21
title: JNE_PseudoHFO_Elimination_2022
DOI: 10.5517/ccdc.csd.cc2b5rny
title: CCDC 2150490: Experimental Crystal Structure Determination

description: Related Article: Guanyue Cao, Glib Baryshnikov, Chen Chen, Liyuan Chen, Tengjiao Zhao, Shuyi Fu, Zhenhui Jiang, Xiujun Liu, Qizhao Li, Yongshu Xie, Chengjie Li|2022|J.Org.Chem.|87|9001|doi:10.1021/acs.joc.2c00699
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.