cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/xxwy-5869
title: Emotional Crowd Sound

description: Crowds express emotions as a collective individual, which is evident from the sounds that a crowd produces in particular events, e.g., collective booing, laughing or cheering in sports matches, movies, theaters, concerts, political demonstrations, and riots. Crowd sounds can be characterized by frequency-amplitude features, using analysis techniques similar to those applied on individual voices, where deep learning classification is applied to spectrogram images derived by sound transformations.We present the first dataset of data to apply a technique based on the generation of sound spectrograms from fragments of fixed length, extracted from original audio clips recorded in high-attendance events, where the crowd acts as a collective individual: Transfer learning techniques can be used on a neural network, novel or pre-trained on low-level features using extensive datasets of visual knowledge.The original sound clips are filtered and normalized in amplitude for a correct spectrogram generation, on which to fine-tune the domain-specific features.This dataset includes the complete data of the study, to reproduce each step.Files in the dataset:step0 original files:
DOI: 10.5281/zenodo.4561969
title: A Comparison of Monoscopic and Stereoscopic 3D Visualizations: Effect on Spatial Planning

description: Use of 3D visualization technologies has increased rapidly in many applied fields, including geovisualization, and has been researched from many different perspectives. However, the findings for the benefits of 3D visualization, especially in stereoscopic 3D forms, remain inconclusive and disputed. Stereoscopic “real” 3D visualization was proposed as encouraging the visual perception of shapes and volume of displayed content yet criticised as problematic and limited in a number of ways, particularly in visual discomfort and increased response time in tasks. In order to assess the potential of real 3D visualization for geo-applications, in the present study, sixty participants using 3D technology were tested on their ability to make informed decisions in selecting the correct position of a virtual transmitter in a digital terrain model. Participants were pseudo-randomly assigned into two groups, one using real-3D technology engaging stereoscopic 3D shutter glasses and the second working with standard computer screen-based visualizations (pseudo-3D). The results indicated that the participants who used real-3D performed significantly worse in response time. This finding verifies previous conclusions concerning the unsuitability of real-3D visualization technology for complex decision-making in geospatial tasks.
DOI: 10.5281/zenodo.4561968
title: A Comparison of Monoscopic and Stereoscopic 3D Visualizations: Effect on Spatial Planning

description: Use of 3D visualization technologies has increased rapidly in many applied fields, including geovisualization, and has been researched from many different perspectives. However, the findings for the benefits of 3D visualization, especially in stereoscopic 3D forms, remain inconclusive and disputed. Stereoscopic “real” 3D visualization was proposed as encouraging the visual perception of shapes and volume of displayed content yet criticised as problematic and limited in a number of ways, particularly in visual discomfort and increased response time in tasks. In order to assess the potential of real 3D visualization for geo-applications, in the present study, sixty participants using 3D technology were tested on their ability to make informed decisions in selecting the correct position of a virtual transmitter in a digital terrain model. Participants were pseudo-randomly assigned into two groups, one using real-3D technology engaging stereoscopic 3D shutter glasses and the second working with standard computer screen-based visualizations (pseudo-3D). The results indicated that the participants who used real-3D performed significantly worse in response time. This finding verifies previous conclusions concerning the unsuitability of real-3D visualization technology for complex decision-making in geospatial tasks.
DOI: 10.15468/8dfgrx
title: Polycladida (Platyhelminthes, Rhabditophora) from Cape Verde and related regions of Macaronesia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Cuadrado, Daniel, Rodríguez, Jorge, Moro, Leopoldo, Grande, Cristina, Noreña, Carolina (2021): Polycladida (Platyhelminthes, Rhabditophora) from Cape Verde and related regions of Macaronesia. European Journal of Taxonomy 736: 1-43, DOI: https://doi.org/10.5852/ejt.2021.736.1249
DOI: 10.5281/zenodo.4562029
title: Skorupski J. Supplementary File IJMS

description: Supplementary File to the article "Characterisation of the complete mitochondrial genome of critically endangered <em>Mustela lutreola</em> (Carnivora: Mustelidae) and its implications for the conservation genetics of the species".
DOI: 10.5281/zenodo.4562028
title: Skorupski J. Supplementary File IJMS

description: Supplementary File to the article "Characterisation of the complete mitochondrial genome of critically endangered <em>Mustela lutreola</em> (Carnivora: Mustelidae) and its implications for the conservation genetics of the species".
DOI: 10.6084/m9.figshare.12585188.v1
title: 2015-2017 Red fox dynamic occupancy

description: Data set for dynamic occupancy models of red fox habitat use
DOI: 10.6084/m9.figshare.12588929.v1
title: 2015-2017 Mesopredator release models

description: Code for multispecies occupancy model
DOI: 10.6084/m9.figshare.12588929
title: 2015-2017 Mesopredator release models

description: Code for multispecies occupancy model
DOI: 10.2906/100105103105116/1
title: National Interoperability Framework Observatory (NIFO) – Digital Public Administration factsheets 2020

description: <br>The Digital Public Administration Factsheets provide a comprehensive overview of the most recent digital government developments in 37 European countries and in the European Union. They are published as part of the National Interoperability Framework Observatory (NIFO) project and constitute a vital step in the process of monitoring the development in Digital Public Administration in Europe. <br>The goal of these factsheets is to become a prime source of country intelligence on all digital public administration-related matters in Europe, while capturing useful information on the main trends and developments in this field. At the same time, the factsheets provide information on European countries’ main actors and institutions responsible for the maintenance and delivery of Digital Public Administration services. <br>To provide a detailed picture on the state of Digital Public Administration development in Europe, the Digital Public Administration factsheets are updated through a comprehensive research process which involves the following phases: 1) A qualitative review of the information already available in the factsheets, an update of the key document information (e.g. individuals responsible) and thorough desk research on the latest developments in digital public administration; 2) The Word file of the factsheets is then directly distributed to the different national contact points (NCPs) for their contribution; 3) A content and consistency check is performed after receiving contribution from the NCPs; 4) A final quality assurance check for the style and language of the document is performed by a professional editor; 5) A final validation process involving the national representative is conducted. <br>This year's factsheets are shorter, less repetitive and more user-friendly compared to previous editions. Through the new look and feel they are also revamped and more visual. Lastly, there is a strong emphasis on the European Interoperability Framework implementation, with a dedicated section in Chapter 1.
DOI: 10.5281/zenodo.4562061
title: Data to "Effects of Active Exploration on Novelty-Related Declarative Memory Enhancement'

description: Memory data as reported in: Schomaker, J., & Wittmann, B. C. (2021). Effects of Active Exploration on Novelty-Related Declarative Memory Enhancement. <em>Neurobiology of Learning and Memory</em>, 107403.
description: {"references": ["Schomaker, J., & Wittmann, B. C. (2021). Effects of Active Exploration on Novelty-Related Declarative Memory Enhancement. Neurobiology of Learning and Memory, 107403."]}
DOI: 10.5281/zenodo.4562060
title: Data to "Effects of Active Exploration on Novelty-Related Declarative Memory Enhancement'

description: Memory data as reported in: Schomaker, J., & Wittmann, B. C. (2021). Effects of Active Exploration on Novelty-Related Declarative Memory Enhancement. <em>Neurobiology of Learning and Memory</em>, 107403.
description: {"references": ["Schomaker, J., & Wittmann, B. C. (2021). Effects of Active Exploration on Novelty-Related Declarative Memory Enhancement. Neurobiology of Learning and Memory, 107403."]}
DOI: 10.5519/qd.si6uq9qm
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4767449 records)
DOI: 10.6084/m9.figshare.12585188
title: 2015-2017 Red fox dynamic occupancy

description: Data set for dynamic occupancy models of red fox habitat use
DOI: 10.25678/00030p
title: Data for: Genomic insights into the vulnerability of sympatric whitefish species flocks

description: The erosion of habitat heterogeneity can reduce species diversity directly but can also lead to the loss of distinctiveness of sympatric species through speciation reversal. We know little about changes in genomic differentiation during the early stages of these processes, which can be mediated by anthropogenic perturbation. Here, we analyse three sympatric whitefish species (Coregonus spp) sampled across two neighbouring and connected Swiss pre‐alpine lakes, which have been differentially affected by anthropogenic eutrophication. Our data set comprises 16,173 loci genotyped across 138 whitefish using restriction‐site associated DNA sequencing (RADseq). Our analysis suggests that in each of the two lakes the population of a different, but ecologically similar, whitefish species declined following a recent period of eutrophication. Genomic signatures consistent with hybridisation are more pronounced in the more severely impacted lake. Comparisons between sympatric pairs of whitefish species with contrasting ecology, where one is shallow benthic and the other one more profundal pelagic, reveal genomic differentiation that is largely correlated along the genome, while differentiation is uncorrelated between pairs of allopatric provenance with similar ecology. We identify four genomic loci that provide evidence of parallel divergent adaptation between the shallow benthic species and the two different more profundal species. Functional annotations available for two of those loci are consistent with divergent ecological adaptation. Our genomic analysis indicates the action of divergent natural selection between sympatric whitefish species in pre‐alpine lakes and reveals the vulnerability of these species to anthropogenic alterations of the environment and associated adaptive landscape.
DOI: 10.34820/fk2/aki7b8/zx0dz4
title: Tel-U logo.pdf

description: :unav
DOI: 10.34820/fk2/aki7b8
title: Telkom University Official Logo

description: The official logo of Telkom University
DOI: 10.5281/zenodo.4153742
title: Dataset: Scoping the Open Science Infrastructure Landscape in Europe

description: "We see a diverse, interconnected, open, professional and viable, developing OS ecosystem in Europe on solid ground; one that is worth investing in. At the same time, this developing ecosystem faces a range of issues that challenge its path to a more open and sustainable future." This is a core conclusion of a new SPARC Europe report; the work is a result of a recent in-depth survey of infrastructure and/or services that are part of the European Open Science infrastructure (OSI) landscape. This dataset supports that work. The dataset is licensed CC0.
DOI: 10.5281/zenodo.4153741
title: Dataset: Scoping the Open Science Infrastructure Landscape in Europe

description: "We see a diverse, interconnected, open, professional and viable, developing OS ecosystem in Europe on solid ground; one that is worth investing in. At the same time, this developing ecosystem faces a range of issues that challenge its path to a more open and sustainable future." This is a core conclusion of a new SPARC Europe report; the work is a result of a recent in-depth survey of infrastructure and/or services that are part of the European Open Science infrastructure (OSI) landscape. This dataset supports that work. The dataset is licensed CC0.
DOI: 10.5281/zenodo.4047001
title: Dataset: Open Access: An Analysis of Publisher Copyright and Licensing Policies in Europe, 2020

description: This dataset supports the SPARC Europe study that investigates the copyright retention policy amongst publishers, self-archiving policies and records publisher policies on open licensing, also as relating to the Plan S requirements on rights and licensing. The report can be found here: 10.5281/zenodo.4046624) <strong>Data reuse information</strong> These data were compiled by Chris Morrison and Jane Secker as part of the above-mentioned research project. For more information on how the data were produced and verified see 3.3 of the report 10.5281/zenodo.4046624. There are two sets of data with supporting information that are made available under different reuse terms. <strong>1. DOAJ dataset</strong> The file "DOAJ data May2020" was extracted from the Directory of Open Access Journals on 10 May 2020 and represents an analysis of the data (which is (c) 2020 DOAJ) by Chris Morrison and Jane Secker. The dataset is licensed under CC BY-SA following the DOAJ data licence. <strong>2. 10 large publishers dataset</strong> The file "Academic Publishers Copyright Policies and Practices Table" was created by Chris Morrison and Jane Secker and is provided under CC0 dedication. The remaining files provide information from publisher websites and directly from publisher representatives and remain (c) of each respective organisation.
DOI: 10.5281/zenodo.4047000
title: Dataset: Open Access: An Analysis of Publisher Copyright and Licensing Policies in Europe, 2020

description: This dataset supports the SPARC Europe study that investigates the copyright retention policy amongst publishers, self-archiving policies and records publisher policies on open licensing, also as relating to the Plan S requirements on rights and licensing. The report can be found here: 10.5281/zenodo.4046624) <strong>Data reuse information</strong> These data were compiled by Chris Morrison and Jane Secker as part of the above-mentioned research project. For more information on how the data were produced and verified see 3.3 of the report 10.5281/zenodo.4046624. There are two sets of data with supporting information that are made available under different reuse terms. <strong>1. DOAJ dataset</strong> The file "DOAJ data May2020" was extracted from the Directory of Open Access Journals on 10 May 2020 and represents an analysis of the data (which is (c) 2020 DOAJ) by Chris Morrison and Jane Secker. The dataset is licensed under CC BY-SA following the DOAJ data licence. <strong>2. 10 large publishers dataset</strong> The file "Academic Publishers Copyright Policies and Practices Table" was created by Chris Morrison and Jane Secker and is provided under CC0 dedication. The remaining files provide information from publisher websites and directly from publisher representatives and remain (c) of each respective organisation.
DOI: 10.6084/m9.figshare.13497855
title: Artificial neural network identified a 20-gene panel with promising value in predicting immunotherapy response and survival benefits after anti-PD1/PD-L1 treatment in GBM patients

description: <b>Question: Which biomarker can effectively predict the immunotherapy response and prognostic benefits of GBM patients, and how can potential responders to immune checkpoint inhibitors (ICIs) be discerned?</b><b>Findings: In this retrospective, multiple-cohort study, we used two groups of ICI-treated GBM patients with large differences in survival benefits to define nonresponders and responders. Then, an artificial neural network was developed and showed excellent performance in predicting the immunotherapy response and prognostic benefits of GBM patients.</b><b>Meaning: The 20-gene panel could guide oncologists to accurately select potential responders for the preferential use of ICIs in GBM.</b><br>
DOI: 10.6084/m9.figshare.13497855.v2
title: Artificial neural network identified a 20-gene panel with promising value in predicting immunotherapy response and survival benefits after anti-PD1/PD-L1 treatment in GBM patients

description: <b>Question: Which biomarker can effectively predict the immunotherapy response and prognostic benefits of GBM patients, and how can potential responders to immune checkpoint inhibitors (ICIs) be discerned?</b><b>Findings: In this retrospective, multiple-cohort study, we used two groups of ICI-treated GBM patients with large differences in survival benefits to define nonresponders and responders. Then, an artificial neural network was developed and showed excellent performance in predicting the immunotherapy response and prognostic benefits of GBM patients.</b><b>Meaning: The 20-gene panel could guide oncologists to accurately select potential responders for the preferential use of ICIs in GBM.</b><br>
DOI: 10.6084/m9.figshare.13497855.v1
title: Artificial neural network identified a 20-gene panel with promising value in predicting immunotherapy response and survival benefits after anti-PD1/PD-L1 treatment in GBM patients

description: <b>Question: Which biomarker can effectively predict the immunotherapy response and prognostic benefits of GBM patients, and how can potential responders to immune checkpoint inhibitors (ICIs) be discerned?</b><b>Findings: In this retrospective, multiple-cohort study, we used two groups of ICI-treated GBM patients with large differences in survival benefits to define nonresponders and responders. Then, an artificial neural network was developed and showed excellent performance in predicting the immunotherapy response and prognostic benefits of GBM patients.</b><b>Meaning: The 20-gene panel could guide oncologists to accurately select potential responders for the preferential use of ICIs in GBM.</b><br>
DOI: 10.5258/soton/d1755
title: Data for Photonic Berry curvature in double liquid crystal microcavities with broken inversion symmetry

description: Data from modelling used to create the figures in the paper Kokhanchik, P., Sigurdsson, H., Piętka, B., Szczytko, J., and Lagoudakis P. G. (2021). Photonic Berry curvature in double liquid crystal microcavities with broken inversion symmetry. Physical Review B.
DOI: 10.21949/1520895
title: Smart Columbus Smart Mobility Hubs (SMH) Project - Interactive Kiosk Experience (IKE)
DOI: 10.21949/1520896
title: Smart Columbus Smart Mobility Hubs (SMH) Project - Pivot Trip-Planning
DOI: 10.21949/1520898
title: Smart Columbus Connected Vehicle Environment (CVE) Project
DOI: 10.15468/b67zmj
title: Description of a new species of Rhizococcus (Hemiptera: Coccomorpha: Acanthococcidae) from Iran

description: This dataset contains the digitized treatments in Plazi based on the original journal article Moghaddam, Masumeh (2018): Description of a new species of Rhizococcus (Hemiptera: Coccomorpha: Acanthococcidae) from Iran. Acta Entomologica Musei Nationalis Pragae 58 (2): 519-522, DOI: 10.2478/aemnp-2018-0040
DOI: 10.15468/42dudg
title: New fossil records of Xyelidae (Hymenoptera) from the Middle Jurassic of Inner Mongolia, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Zheng, Yan, Chen, Dong, Chen, Jun, Zhang, Haichun, Rasnitsyn, Alexandr P. (2021): New fossil records of Xyelidae (Hymenoptera) from the Middle Jurassic of Inner Mongolia, China. European Journal of Taxonomy 733: 146-159, DOI: https://doi.org/10.5852/ejt.2021.733.1229
DOI: 10.15468/awphmc
title: Discovery of termitophilous tenebrionid beetles in China (Coleoptera: Tenebrionidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jiang, Ri-Xin, Wang, Ji-Shen, Li, Bo-Yan, Lin, Ye-Jie, Liu, Ling, Wang, Shuo (2019): Discovery of termitophilous tenebrionid beetles in China (Coleoptera: Tenebrionidae). Acta Entomologica Musei Nationalis Pragae 59 (1): 341-349, DOI: 10.2478/aemnp-2019-0027
DOI: 10.5519/qd.jgqpze2h
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.4562219
title: SECBIVIT_Vine_Variety_Austria_2019

description: Dataset from the project SECBIVIT (http://secbivit.boku.ac.at/) of the different vine varieties from Austria 2019. Recent publications in this context due the SECBIVIT: Möth et al. 2021: Unexpected effects of local management and landscape composition on predatory mites and their food resources in vineyards.
DOI: 10.5281/zenodo.4562218
title: SECBIVIT_Vine_Variety_Austria_2019

description: Dataset from the project SECBIVIT (http://secbivit.boku.ac.at/) of the different vine varieties from Austria 2019. Recent publications in this context due the SECBIVIT: Möth et al. 2021: Unexpected effects of local management and landscape composition on predatory mites and their food resources in vineyards.