cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34808/6kfy-xd97
title: MODALITY corpus - SPEAKER 34 - COMMANDS C1

description: The MODALITY corpus is one of the multimodal database of word recordings in English. It consists of over 30 hours of multimodal recordings. The database contains high-resolution, high-framerate stereoscopic video streams and audio signals obtained from a microphone array and a laptop microphone. The corpus can be employed to develop an AVSR system, as every utterance was labelled. Recordings in noisy conditions can be used to test the robustness of speech recognition systems.
The language material was based on a remote control scenario and it includes 231 words -numbers, names of months and days, a set of verbs and nouns related to a computer device control. They were read by speakers as separated words and sequences resulting in a set of 12 recording sessions per speaker. Half of the sessions were recorded in quiet conditions, the other half contained three kinds of intrusive signals (traffic, babble and factory noise).
The corpus includes recordings of 42 speakers (33 male, 9 female). The participants include 20 students and staff of Multimedia Systems Department of the Gdańsk University of Technology, 5 students of the Institute of English and American Studies of the University of Gdańsk, and 17 native English speakers.
The dataset consist of recordings and visual features for SPEAKER 34:
sex: man
native speaker: yes
age: 34
The test material: COMMANDS C1
All recordings for all speakers are available at http://www.modality-corpus.org/  Sample still from the corpus(SPEAKER 34) Due to the size of the corpus (approx. 2.5 TB of data), every speaker’s recording was placed in a separate zip file of the size approx. 4-7 GB each.
The recordings were organized according to the speakers’ language skills. The group A (17 speakers) consists of native-speakers. Non-native speakers recordings (Polish nationals) were placed in the Group B (25 speakers).
The audio files use the Waveform Audio File Format (.wav), and contain a single PCM audio stream sampled at 44.1 kSa/s with 16-bit depth. The video files utilize the Matroska Multimedia Container Format (.mkv) in which a video stream in 1080p resolution, captured at 100 fps was placed after being compressed with h.264 codec (using High 4:4:4 profile). The ‘.lab’ files are text files containing the information on word positions in audio files, and follow the HTK label format. Each line of a ‘.lab’ file contains the actual label preceded by start and end times (in 100 ns units) e.g. : 1239620000 1244790000 FIVE which denotes the word “five”, occurring between the 123.962 s and 124.479 s of audio.Word-accurate SNR values calculated for every recording are also included in the ZIP file.
DOI: 10.13012/b2idb-3595148_v1
title: Miscanthus grass as a novel functional fiber source in extruded feline diets

description: - The aim of this research was to evaluate the novel dietary fiber source, miscanthus grass, in comparison to traditional fiber sources, and their effects on the microbiota of healthy adult cats. Four dietary treatments, cellulose (CO), miscanthus grass fiber (MF), a blend of miscanthus fiber and tomato pomace (MF+TP), or beet pulp (BP) were evaluated.<br><br>- The study was conducted using a completely randomized design with twenty-eight neutered adult, domesticated shorthair cats (19 females and 9 males, mean age 2.2 ± 0.03 yr; mean body weight 4.6 ± 0.7 kg, mean body condition score 5.6 ± 0.6). Total DNA from fresh fecal samples was extracted using Mo-Bio PowerSoil kits (MO BIO Laboratories, Inc., Carlsbad, CA). Amplification of the 292 bp-fragment of V4 region from the 16S rRNA gene was completed using a Fluidigm Access Array (Fluidigm Corporation, South San Francisco, CA). Paired-end Illumina sequencing was performed on a MiSeq using v3 reagents (Illumina Inc., San Diego, CA) at the Roy J. Carver Biotechnology Center at the University of Illinois. <br>- Filenames are composed of animal name identifier, diet (BP= beet pulp; CO= cellulose; MF= miscanthus grass fiber; TP= blend of miscanthus fiber and tomato pomace).
DOI: 10.5281/zenodo.4756985
title: Dataset - seismic data from central-western Italy used in the paper on rapid prediction of ground motion using a Convolutional Neural Network

description: The dataset published here is the cetral-western Italy dataset used in the paper "<em>Transfer learning: Improving neural network based prediction of earthquake ground shaking for an area with insufficient training data"</em> (https://arxiv.org/abs/2105.05075). The abstract of the paper: In a recent study (Jozinović et al, 2020) we showed that convolutional neural networks (CNNs) applied to network seismic traces can be used for rapid prediction of earthquake peak ground motion intensity measures (IMs) at distant stations using only recordings from stations near the epicenter. The predictions are made without any previous knowledge concerning the earthquake location and magnitude. This approach differs from the standard procedure adopted by earthquake early warning systems (EEWSs) that rely on location and magnitude information. In the previous study, we used 10 s, raw, multistation waveforms for the 2016 earthquake sequence in central Italy for 915 events (CI dataset). The CI dataset has a large number of spatially concentrated earthquakes and a dense station network. In this work, we applied the CNN model to an area around the VIRGO gravitational waves observatory sited near Pisa, Italy. In our initial application of the technique, we used a dataset consisting of 266 earthquakes recorded by 39 stations. We found that the CNN model trained using this smaller dataset performed worse compared to the results presented in the original study by Jozinović et al. (2020). To counter the lack of data, we adopted transfer learning (TL) using two approaches: first, by using a pre-trained model built on the CI dataset and, next, by using a pre-trained model built on a different (seismological) problem that has a larger dataset available for training. We show that the use of TL improves the results in terms of outliers, bias, and variability of the residuals between predicted and true IMs values. We also demonstrate that adding knowledge of station positions as an additional layer in the neural network improves the results. The possible use for EEW is demonstrated by the times for the warnings that would be received at the station PII.
DOI: 10.6084/m9.figshare.13662203.v1
title: Zone-level wMel dengue and chik data

description: Zone-level data on monthly wMel prevalence in Aedes aegypti, and dengue and chikungunya notified cases, underlying the analyses and figures in the submitted manuscript 'Effectiveness of <i>Wolbachia</i>-infected mosquito deployments in reducing the incidence of dengue and chikungunya in Niteroi, Brazil: a quasi-experimental study'
DOI: 10.6084/m9.figshare.13662203
title: Zone-level wMel, dengue, chik and Zika data

description: Zone-level data on monthly wMel prevalence in Aedes aegypti, and dengue, chikungunya and Zika notified cases, underlying the analyses and figures in the submitted manuscript 'Effectiveness of <i>Wolbachia</i>-infected mosquito deployments in reducing the incidence of dengue and and other <i>Aedes</i>-borne diseases in Niteroi, Brazil: a quasi-experimental study'
DOI: 10.6084/m9.figshare.13662203.v2
title: Zone-level wMel dengue and chik data

description: Zone-level data on monthly wMel prevalence in Aedes aegypti, and dengue, chikungunya and Zika notified cases, underlying the analyses and figures in the submitted manuscript 'Effectiveness of <i>Wolbachia</i>-infected mosquito deployments in reducing the incidence of dengue and and other <i>Aedes</i>-borne diseases in Niteroi, Brazil: a quasi-experimental study'
DOI: 10.5281/zenodo.4066226
title: Winter storms drive cross-front sediment transport in the North Yellow Sea

description: A totoal of 15 surface sediments were collected from mud patches of the North Yellow Sea. The fine fraction (&lt; 63 μm) was sieved out from the bulk sample for geochemical testing and the tests were conducted on an inductively coupled mass spectrometer (Agilent 7500, Agilent Tech., USA). Three trace elements (Nb, Zr, and Hf) were selected for further analysis in this study. Grain size composition of suspended sediment of Huanggou and Lishugou Stations along the Yalu River during 1975-1985 was shown.
DOI: 10.6084/m9.figshare.14338922
title: Metacommunity resilience against simulated gradients of wildfire: disturbance intensity and species dispersal ability determine landscape recover capacity.

description: We introduce a theoretical analysis based on a network of podns in which we evaluate metacommunity resilience across several gradients of disturbance size and intensity incorporating species dispersal ability. Our study supports the empirical observation of a highly resilient metacommunity but also reveals that increased disturbance regimes might lead to a collapse of this resilience.
DOI: 10.6084/m9.figshare.14338922.v2
title: Metacommunity resilience against simulated gradients of wildfire: disturbance intensity and species dispersal ability determine landscape recover capacity.

description: We introduce a theoretical analysis based on a network of podns in which we evaluate metacommunity resilience across several gradients of disturbance size and intensity incorporating species dispersal ability. Our study supports the empirical observation of a highly resilient metacommunity but also reveals that increased disturbance regimes might lead to a collapse of this resilience.
DOI: 10.6084/m9.figshare.14338922.v1
title: Metacommunity resilience against simulated gradients of wildfire: disturbance intensity and species dispersal ability determine landscape recover capacity.

description: We introduce a theoretical analysis based on a network of podns in which we evaluate metacommunity resilience across several gradients of disturbance size and intensity incorporating species dispersal ability. Our study supports the empirical observation of a highly resilient metacommunity but also reveals that increased disturbance regimes might lead to a collapse of this resilience.
DOI: 10.5281/zenodo.4761382
title: Winter storms drive cross-front sediment transport in the North Yellow Sea

description: A totoal of 15 surface sediments were collected from mud patches of the North Yellow Sea. The fine fraction (&lt; 63 μm) was sieved out from the bulk sample for geochemical testing and the tests were conducted on an inductively coupled mass spectrometer (Agilent 7500, Agilent Tech., USA). Three trace elements (Nb, Zr, and Hf) were selected for further analysis in this study. Grain size composition of suspended sediment of Huanggou and Lishugou Stations along the Yalu River during 1975-1985 was shown.
DOI: 10.5281/zenodo.3595805
title: Winter storms drive cross-front sediment transport in the North Yellow Sea

description: A totoal of 15 surface sediments were collected from mud patches of the North Yellow Sea. The fine fraction (&lt; 63 μm) was sieved out from the bulk sample for geochemical testing and the tests were conducted on an inductively coupled mass spectrometer (Agilent 7500, Agilent Tech., USA). Three trace elements (Nb, Zr, and Hf) were selected for further analysis in this study. Grain size composition of suspended sediment of Huanggou and Lishugou Stations along the Yalu River during 1975-1985 was shown.
DOI: 10.5281/zenodo.4761374
title: Forschungsdaten zum Promotionsvorhaben "Grundlagen der produktionslogistischen Positionierung im Umfeld der Additiven Fertigung am Beispiel des Laser Powder Bed Fusion"

description: Dieser Eintrag enthält alle zum o.g. Promotionsvorhaben zugehörigen Datensätze sowie eine Erläuterung der verwendeten Bezeichner und Formelsymbole. Die einzelnen Bestandteile werden an verschiedenen Stellen des Dokuments referenziert und hinsichtlicher ihrer Struktur sowie des Verwendungszwecks erläutert.
DOI: 10.5281/zenodo.4761373
title: Forschungsdaten zum Promotionsvorhaben "Grundlagen der produktionslogistischen Positionierung im Umfeld der Additiven Fertigung am Beispiel des Laser Powder Bed Fusion"

description: Dieser Eintrag enthält alle zum o.g. Promotionsvorhaben zugehörigen Datensätze sowie eine Erläuterung der verwendeten Bezeichner und Formelsymbole. Die einzelnen Bestandteile werden an verschiedenen Stellen des Dokuments referenziert und hinsichtlicher ihrer Struktur sowie des Verwendungszwecks erläutert.
DOI: 10.5517/ccdc.csd.cc25tmzm
title: CCDC 2020641: Experimental Crystal Structure Determination

description: Related Article: Elena Martsinko, Olha Buchko, Elena Chebanenko, Inna Seifullina, Viktoriya Dyakonenko, Svitlana Shishkina|2021|J.Mol.Struct.|1237|130297|doi:10.1016/j.molstruc.2021.130297
DOI: 10.5517/ccdc.csd.cc25tn1q
title: CCDC 2020643: Experimental Crystal Structure Determination

description: Related Article: Elena Martsinko, Olha Buchko, Elena Chebanenko, Inna Seifullina, Viktoriya Dyakonenko, Svitlana Shishkina|2021|J.Mol.Struct.|1237|130297|doi:10.1016/j.molstruc.2021.130297
DOI: 10.5517/ccdc.csd.cc26yjg5
title: CCDC 2054167: Experimental Crystal Structure Determination

description: Related Article: Junting Wang, Yang-Yang Ju, Kam-Hung Low, Yuan-Zhi Tan, Junzhi Liu|2021|Angew.Chem.,Int.Ed.|60|11814|doi:10.1002/anie.202102637
DOI: 10.5517/ccdc.csd.cc26yjh6
title: CCDC 2054168: Experimental Crystal Structure Determination

description: Related Article: Junting Wang, Yang-Yang Ju, Kam-Hung Low, Yuan-Zhi Tan, Junzhi Liu|2021|Angew.Chem.,Int.Ed.|60|11814|doi:10.1002/anie.202102637
DOI: 10.5517/ccdc.csd.cc27067q
title: CCDC 2055772: Experimental Crystal Structure Determination

description: Related Article: Carla Obradors, Benjamin List|2021|J.Am.Chem.Soc.|143|6817|doi:10.1021/jacs.1c03257
DOI: 10.5517/ccdc.csd.cc27069s
title: CCDC 2055774: Experimental Crystal Structure Determination

description: Related Article: Carla Obradors, Benjamin List|2021|J.Am.Chem.Soc.|143|6817|doi:10.1021/jacs.1c03257
DOI: 10.5517/ccdc.csd.cc270g6y
title: CCDC 2056019: Experimental Crystal Structure Determination

description: Related Article: Federico Salsi, Michael Neville, Myles Drance, Adelheid Hagenbach, Joshua S. Figueroa, Ulrich Abram|2021|Organometallics|40|1336|doi:10.1021/acs.organomet.1c00124
DOI: 10.5517/ccdc.csd.cc270g7z
title: CCDC 2056020: Experimental Crystal Structure Determination

description: Related Article: Federico Salsi, Michael Neville, Myles Drance, Adelheid Hagenbach, Joshua S. Figueroa, Ulrich Abram|2021|Organometallics|40|1336|doi:10.1021/acs.organomet.1c00124
DOI: 10.5517/ccdc.csd.cc270g80
title: CCDC 2056021: Experimental Crystal Structure Determination

description: Related Article: Federico Salsi, Michael Neville, Myles Drance, Adelheid Hagenbach, Joshua S. Figueroa, Ulrich Abram|2021|Organometallics|40|1336|doi:10.1021/acs.organomet.1c00124
DOI: 10.5517/ccdc.csd.cc270g91
title: CCDC 2056022: Experimental Crystal Structure Determination

description: Related Article: Federico Salsi, Michael Neville, Myles Drance, Adelheid Hagenbach, Joshua S. Figueroa, Ulrich Abram|2021|Organometallics|40|1336|doi:10.1021/acs.organomet.1c00124
DOI: 10.5517/ccdc.csd.cc270gb2
title: CCDC 2056023: Experimental Crystal Structure Determination

description: Related Article: Federico Salsi, Michael Neville, Myles Drance, Adelheid Hagenbach, Joshua S. Figueroa, Ulrich Abram|2021|Organometallics|40|1336|doi:10.1021/acs.organomet.1c00124
DOI: 10.5517/ccdc.csd.cc270gc3
title: CCDC 2056024: Experimental Crystal Structure Determination

description: Related Article: Federico Salsi, Michael Neville, Myles Drance, Adelheid Hagenbach, Joshua S. Figueroa, Ulrich Abram|2021|Organometallics|40|1336|doi:10.1021/acs.organomet.1c00124
DOI: 10.5517/ccdc.csd.cc270gd4
title: CCDC 2056025: Experimental Crystal Structure Determination

description: Related Article: Federico Salsi, Michael Neville, Myles Drance, Adelheid Hagenbach, Joshua S. Figueroa, Ulrich Abram|2021|Organometallics|40|1336|doi:10.1021/acs.organomet.1c00124
DOI: 10.5281/zenodo.4730510
title: Artificial light at night can modify ecosystem functioning beyond the lit area: deposited data

description: This repository contains the data and R code needed to reproduce the analyses published in the Scientific Reports paper entitled "Artificial light at night can modify ecosystem functioning beyond the lit area". Authors: Simone Giavi, Sina Blösch, Guido Schuster and Eva Knop.
DOI: 10.5281/zenodo.4730509
title: Artificial light at night can modify ecosystem functioning beyond the lit area: deposited data

description: This repository contains the data and R code needed to reproduce the analyses published in the Scientific Reports paper entitled "Artificial light at night can modify ecosystem functioning beyond the lit area". Authors: Simone Giavi, Sina Blösch, Guido Schuster and Eva Knop.
DOI: 10.34730/97d8204bd77645b9b8c2793b05250915
title: LTER Northern Adriatic Sea (Italy) marine data from 1965 to 2015

description: The present database contains observations for 21 parameters of abiotic, phyto and zooplankton data collected in the Northern Adriatic Sea region (Italy). It relies on a Comma Separated Values file and it is composed by 108687 records. Due to its long temporal coverage, it is classifiable as Long Term Ecological data. Due to the long temporal coverage, the great part of parameters changed collection and analysis method in time. These variations are reported in the database. A long term database can be useful for multiple purposes. This database has been released under a research project focused on Open Science principles application to marine ecology.
DOI: 10.5281/zenodo.4761406
title: Dataset Package for the paper "Automated Test Cases Prioritization for Self-driving Cars in Virtual Environments"

description: <br> #Dataset Package for the paper "Automated Test Cases Prioritization for Self-driving Cars in Virtual Environments" <br> Description of the content: <br> 1) "1_datasets" folder contains all the datasets concerning the test scenarios considered in the study. <br> <br> - AsFault supports two SDC software as test subjects while generating test cases, which we use to generate our test suites.<br> - BeamNG.AI. <br> - DeepDriving<br> - STRUCTURE: We report test subjects considered and organized with sub-folders for each of the supported two SDC software (i.e., Driving AIs):<br> - fullroad<br> - BeamNG_AI<br> - Driver_AI<br> 2) "2_SDC-source-code" contains all code and scripts composing the MATLAB/R prototypical implementation of SDC-pririotizer: - STRUCTURE:<br> - runSearch.m<br> - runGreedy.m<br> - plotResults.m<br> - permutationMutation.m<br> - mainGreedy.m<br> - permutationCrossover.m<br> - main.m<br> - initialPopulation.m<br> - fitness.m<br> - featureSelection.m<br> - faultDetectionRatePlots.m<br> - faultDetection.m<br> - (folder) r-script<br> - (folder) python<br> <br> 3) "3_study-data" folder contains all the main experimental data concerning the study conducted, RQs and all generated figures and main row-data reported in section results<br> <br> - results.csv<br> - greedy_results.csv<br> - (folder) tables<br> - (folder) figures<br> - (folder) DriverAI<br> - (folder) BeamNG_RF_1_5<br> - (folder) BeamNG_RF_1
DOI: 10.5281/zenodo.4761414
title: An assessment of anthropogenic threats to areas important for frog conservation in South Africa

description: Recent studies on conservation and species threat level assessments have advocated the importance of human demographic variables and other associated variables in determining threats to biodiversity. In addition to this, the current study is aimed at determining the extent to which areas representing biologically important frog groups are affected by anthropogenic induced threats. Analyses were conducted at the national scale for South Africa and for predefined biogeographical units, the latter was determined based on discernible anuran assemblages. At the national scale, in order of priority, these areas were characterized by higher levels of alien plants species richness land transformation, human population density and a change in population density than expected. Endemic frog hotspots were the least threatened at both the national and the biogeographical scales. From these analyses, it seems that frogs in South Africa are well-represented in the current conservation network, although this needs further investigation especially at the species level for more accurate conclusions about the conservation status of South Africa's amphibian fauna.
DOI: 10.5281/zenodo.4761413
title: An assessment of anthropogenic threats to areas important for frog conservation in South Africa

description: Recent studies on conservation and species threat level assessments have advocated the importance of human demographic variables and other associated variables in determining threats to biodiversity. In addition to this, the current study is aimed at determining the extent to which areas representing biologically important frog groups are affected by anthropogenic induced threats. Analyses were conducted at the national scale for South Africa and for predefined biogeographical units, the latter was determined based on discernible anuran assemblages. At the national scale, in order of priority, these areas were characterized by higher levels of alien plants species richness land transformation, human population density and a change in population density than expected. Endemic frog hotspots were the least threatened at both the national and the biogeographical scales. From these analyses, it seems that frogs in South Africa are well-represented in the current conservation network, although this needs further investigation especially at the species level for more accurate conclusions about the conservation status of South Africa's amphibian fauna.
DOI: 10.25375/uct.14484552
title: AFFIRM RCT: task-sharing psychological intervention for perinatal depression

description: This is a meta-data file relating to the AFFIRM randomised controlled trial assessing the effectiveness of a task-shared psychological intervention for perinatal depression in Khayelitsha, South Africa, using non-specialist community health workers. <br>A double-blind individual randomised controlled trial was conducted in two antenatal clinics in the peri-urban settlement of Khayelitsha, Cape Town. Adult pregnant women who scored 13 or above on the Edinburgh Postnatal Depression rating Scale (EPDS) were randomised into the intervention arm (structured six-session psychological treatment) or the control arm (routine antenatal health care and three monthly phone calls). The primary outcome was response on the Hamilton Depression Rating Scale (HDRS) at three months postpartum (minimum 40% score reduction from baseline) among participants who did not experience pregnancy or infant loss (modified intention-to-treat population) (registered on Clinical Trials: NCT01977326). Of 2187 eligible women approached, 425 (19.4%) screened positive on the EPDS and were randomised; 384 were included in the modified intention-to-treat analysis (control: n=200; intervention: n=184). There were no significant differences in response on the HDRS at three months postpartum between the intervention and control arm. A task-sharing psychological treatment was not effective in treating depression among women living in Khayelitsha, South Africa. The findings give cause for reflection on the strategy of task-sharing in low-resource settings.<br>Please see documents attached for more information on the AFFIRM randomised controlled trial and the questionnaire used. <br>The data are available in SPSS, Stata or CSV files, and either in long or wide format. To access the data, please contact Prof Crick Lund: crick.lund@kcl.ac.uk <br><br>