cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19207949.v1
title: Daily and seasonal changes of vocal activity of the Common Crane <i>Grus grus</i>: implications for conservation and monitoring efforts

description: The vocal activity of Common Cranes <i>Grus grus</i> varies with time of day, season, population abundance, and nesting habitat area, and consequently affects the accuracy and precision of single survey estimates of breeding population size. To examine (1) how the vocal activity of Common Cranes varies during the day and seasonally, (2) how these changes affect the probability of observer detection of a pair during a single survey, and (3) which environmental variables influence vocal activity. Autonomous sound recorders recorded soundscapes (24 hours per day) in 24 occupied territories of Common Cranes, three times during the breeding season. Recordings were analysed by manual spectrogram scanning. The probability of detection was calculated for four survey durations: 10 and 30 min, one and two hours. Environmental characteristics were measured from satellite images. Common Crane vocal activity during a single survey significantly varied during the day, decreased with the progress of the breeding season, negatively correlated with the area of nesting habitat, and positively correlated with the number of neighbouring pairs within 2 km. 24-hour surveys recorded at least one vocalization in 96% of occupied territories in March, 67% in April, and 46% in May. The highest probability of detection during a single, one-hour survey ranged from 0.46 in March, 0.25 in April to 0.17 in May. Reducing survey duration from 1 h to 10 min caused a decrease of detection to 0.29 in March and 0.13 in April and May. We recommend surveying Common Cranes at the beginning of the breeding season, from one hour before sunrise to four hours after sunrise and from sunset to one hour after sunset, to ensure the highest (0.33–0.46) probability of detection during a single, one-hour survey. Alternatively, autonomous sound recorders may ensure detection of almost 100% of breeding pairs during a single, 24-hour survey at the beginning of the breeding season.
DOI: 10.5519/qd.i25ofokz
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2403 records)
DOI: 10.6084/m9.figshare.22149041
title: Process Discovery Contest @ BPM 2016 (IEEE Task Force on Process Mining Dataset)

description: The Process Discovery approach described in this document is directed towards discovery of process models from a Training Event log representing 10 different real time business process executions, and cross-validating the derived model with a set of two Test Event logs provided for evaluation of the process discovery technique. Each of the Test event logs ((<em>test_log_april_1 </em>to <em>test_log_april_10</em>) and (<em>test_log_may_1 </em>to <em>test_log_may_10</em>)) represents part of the model from the <em>Training Log </em>with complete total of 20 traces for each of the logs, and are characterized by having 10 traces that can be replayed (allowed) and 10 traces that cannot be replayed (disallowed) by the model. The total number of traces for the Test event logs (i.e. April log, and May log) is therefore ((10 logs x 20 traces) x 2) = 400 Traces. Our aim is to carry out a classification task to determine the 400 individual traces that makes up the two test event log and then provide a Petri Net representation of the Training model as well as Business Process Model Notation (BPMN) mapping that allows for testing and evaluation of the behaviours/traces recorded in the Test logs. The objective of the proposed approach is to discover and provide process models that matches the original process models in term of balancing between “overfitting” and “underfitting”. A process model is seen as overfitting (the event log) if it is too restrictive, disallowing behaviour which is part of the underlying process. On the other hand, it is underfitting (the reality) if it is not restrictive enough, allowing behaviour which is not part of the underlying process. Following this challenge, we aim to provide a model which is as good in balancing “overfitting” and “underfitting” as it is able to correctly classify the traces that can be replayed based on the analysis of the “test” event log: Thus,  Given a trace (t) representing real process behaviour, the process model (m) classifies it as allowed, or  Given a trace (t) representing a behaviour not related to the process, the process model (m) classifies it as disallowed. This document contains the classification attempts for the events logs provided and discusses the replaying semantics of the process modelling notation that has been employed. In other words, we discuss how, given any process trace t (for the Test event Log) and process model m (for the training log) in the discovered Petri Net and BPMN replaying notation, it can be unambiguously determined whether or not trace t can be replayed on model (m). We also provide a description of the tools used to discover the process models as well as checking the result of the classification task. The approach we use to solve the process discovery contest is supported by some of the definitions and technique described in [1].
DOI: 10.5281/zenodo.7352182
title: O perfil discente nas graduações de Biblioteconomia no Brasil entre 2017 e 2021

description: Foram coletados dados no sítio do Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep), a partir dos registros do Censo da Educação Superior, sobre o perfil das pessoas ingressantes cursos de Biblioteconomia brasileira, no período de 2017 a 2021. Estes dados foram organizados em uma única tabela para melhor visualização, bem como alterada a nomenclatura dos campos para melhor compreensão, mantendo o formato CSV para serem utilizados e reutilizados por qualquer software estatístico, livre ou proprietário. Este conjunto de dados permanecerá disponível na plataforma Zenodo a qual possui controle de versão e backup na própria plataforma
description: {"references": ["Instituto Nacional de Estudos e Pesquisas Educacionais An\u00edsio Teixeira. Censo da Educa\u00e7\u00e3o Superior. 2022"]}
DOI: 10.5281/zenodo.7454356
title: O perfil discente de ingressantes nas graduações de Biblioteconomia no Brasil entre 2017 e 2021

description: Foram coletados dados no sítio do Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep), a partir dos registros do Censo da Educação Superior, sobre o perfil das pessoas ingressantes cursos de Biblioteconomia brasileira, no período de 2017 a 2021. Estes dados foram organizados em uma única tabela para melhor visualização, bem como alterada a nomenclatura dos campos para melhor compreensão, mantendo o formato CSV para serem utilizados e reutilizados por qualquer software estatístico, livre ou proprietário. Este conjunto de dados permanecerá disponível na plataforma Zenodo a qual possui controle de versão e backup na própria plataforma
description: {"references": ["Instituto Nacional de Estudos e Pesquisas Educacionais An\u00edsio Teixeira. Censo da Educa\u00e7\u00e3o Superior. 2022"]}
DOI: 10.5281/zenodo.7306112
title: MesoLF demo data and auxiliary files

description: Demo data and auxiliary files accompanying the article: Nöbauer, T., Zhang, Y., Kim, H. & Vaziri, A.<br> Mesoscale volumetric light-field (MesoLF) imaging of neuroactivity across cortical areas at 18 Hz.<br> <em>Nature Methods</em> 1–10 (2023). doi:10.1038/s41592-023-01789-z<br> <br> The files provided here are required for running a demo of the MesoLF pipeline. These files will be downloaded automatically by the Matlab live notebook "mesolf_demo.mlx" that was published as part of "Supplementary Software 1" with the associated article. For installation instructions, see file "README.md" in "Supplementary Software 1". For future software updates, check https://github.com/vazirilab
description: Research reported in this publication was supported by the National Institute of Neurological Disorders and Stroke of the National Institutes of Health under award numbers 5U01NS103488 (A.V.), 1RF1NS110501 (A.V.), 1RF1NS113251 (A.V.), the National Science Foundation under award number NSF-DBI-1707408 (A.V.) and the Kavli Foundation through the Kavli Neural System Institute (A.V.), in particular through a Kavli Neural Systems Institute postdoctoral fellowship (T.N.).
DOI: 10.5281/zenodo.7306113
title: MesoLF demo data and auxiliary files

description: Demo data and auxiliary files accompanying the article: Nöbauer, T., Zhang, Y., Kim, H. & Vaziri, A.<br> Mesoscale volumetric light-field (MesoLF) imaging of neuroactivity across cortical areas at 18 Hz.<br> <em>Nature Methods</em> 1–10 (2023). doi:10.1038/s41592-023-01789-z<br> <br> The files provided here are required for running a demo of the MesoLF pipeline. These files will be downloaded automatically by the Matlab live notebook "mesolf_demo.mlx" that was published as part of "Supplementary Software 1" with the associated article. For installation instructions, see file "README.md" in "Supplementary Software 1". For future software updates, check https://github.com/vazirilab
description: Research reported in this publication was supported by the National Institute of Neurological Disorders and Stroke of the National Institutes of Health under award numbers 5U01NS103488 (A.V.), 1RF1NS110501 (A.V.), 1RF1NS113251 (A.V.), the National Science Foundation under award number NSF-DBI-1707408 (A.V.) and the Kavli Foundation through the Kavli Neural System Institute (A.V.), in particular through a Kavli Neural Systems Institute postdoctoral fellowship (T.N.).
DOI: 10.3886/e185423v1
title: Design Thinking Motivations, Survey

description: A growing number of universities are utilizing Design Thinking (DT) to help students develop the problem finding, problem framing, and problem solving skills necessary to address today’s complex real-world challenges. As an iterative, human-centered approach to problem solving, DT synthesizes what is desirable, equitable, technologically feasible, and sustainable. This dataset includes survey responses from 49 educators from various backgrounds, disciplines, and universities who have taught design thinking in higher education. <br>
description: Higher Education<br>.
DOI: 10.5519/qd.dgrhhtn8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (159 records)
DOI: 10.5519/qd.n16hf248
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (9 records)
DOI: 10.5281/zenodo.7671299
title: Dataset for paper "Target selection for Near-Earth Asteroids in-orbit sample collection missions"

description: This dataset can be used to reproduce the results of the paper titled "Target selection for Near-Earth Asteroids in-orbit sample collection missions." The "results" folder contains the data to reproduce the maps and the rankings of the target asteroids. The "trajectories" folder contains the propagation of the sample trajectories used to obtain the grids.
description: {"references": ["Trisolini M., Colombo C., Tsuda Y., \"Target selection for Near-Earth Asteroids in-orbit sample collection missions,\" Acta Astronautica, 2023, Vol. 203, pp. 407-420, DOI: https://doi.org/10.1016/j.actaastro.2022.12.012"]}
DOI: 10.5281/zenodo.7671298
title: Dataset for paper "Target selection for Near-Earth Asteroids in-orbit sample collection missions"

description: This dataset can be used to reproduce the results of the paper titled "Target selection for Near-Earth Asteroids in-orbit sample collection missions." The "results" folder contains the data to reproduce the maps and the rankings of the target asteroids. The "trajectories" folder contains the propagation of the sample trajectories used to obtain the grids.
description: {"references": ["Trisolini M., Colombo C., Tsuda Y., \"Target selection for Near-Earth Asteroids in-orbit sample collection missions,\" Acta Astronautica, 2023, Vol. 203, pp. 407-420, DOI: https://doi.org/10.1016/j.actaastro.2022.12.012"]}
DOI: 10.6084/m9.figshare.9939587
title: Text mining (sentiment analysis) of students evaluation of teaching

description: Educational Process and Data Mining
DOI: 10.15131/shef.data.22139957.v1
title: Data supplement - Geometry-preserving Expansion Microscopy microplates enable high fidelity nanoscale distortion mapping

description: The data repository here includes (i) the design files of the Expansion Microscopy microplate components, (ii) example datasets of single-colour and dual-colour, pre- and post-Expansion Microscopy images of HeLa cells, alignment and distortion analyses.
DOI: 10.15131/shef.data.22139957
title: Data supplement - Geometry-preserving Expansion Microscopy microplates enable high fidelity nanoscale distortion mapping

description: The data repository here includes (i) the design files of the Expansion Microscopy microplate components, (ii) example datasets of single-colour and dual-colour, pre- and post-Expansion Microscopy images of HeLa cells, alignment and distortion analyses.
DOI: 10.5281/zenodo.4926575
title: Example run script for ligand dissociation in wepy

description: This provides an example script for initializing a wepy script with files from CHARMM-GUI. The wepy software and installation instructions can be found here: https://github.com/ADicksonLab/wepy .
DOI: 10.5281/zenodo.7671360
title: Example run script for ligand dissociation in wepy

description: This provides an example script for initializing a wepy script with files from CHARMM-GUI. The wepy software and installation instructions can be found here: https://github.com/ADicksonLab/wepy .
DOI: 10.5281/zenodo.4926574
title: Example run script for ligand dissociation in wepy

description: This provides an example script for initializing a wepy script with files from CHARMM-GUI. The wepy software and installation instructions can be found here: https://github.com/ADicksonLab/wepy .
DOI: 10.5281/zenodo.7671369
title: Example run script for ligand dissociation in wepy

description: This provides an example script for initializing a wepy script with files from CHARMM-GUI. The wepy software and installation instructions can be found here: https://github.com/ADicksonLab/wepy .
DOI: 10.5066/p9ym0154
title: USGS Gulf Coast Petroleum Systems, and National and Global Oil and Gas Assessment Projects - U.S. Gulf Coast Downdip Paleogene Formations 2017 Assessment Unit Boundaries and Input-Data Forms

description: The Assessment Unit is the fundamental unit used in the National Assessment Project for the assessment of undiscovered oil and gas resources. The Assessment Unit is defined within the context of the higher-level Total Petroleum System. The Assessment Unit is shown herein as a geographic boundary interpreted, defined, and mapped by the geologist responsible for the province and incorporates a set of known or postulated oil and (or) gas accumulations sharing similar geologic, geographic, and temporal properties within the Total Petroleum System, such as source rock, timing, migration pathways, trapping mechanism, and hydrocarbon type. The Assessment Unit boundary is defined geologically as the limits of the geologic elements that define the Assessment Unit, such as limits of reservoir rock, geologic structures, source rock, and seal lithologies. The only exceptions to this are Assessment Units that border the Federal-State water boundary. In these cases, the Federal-State water boundary forms part of the Assessment Unit boundary.
DOI: 10.6084/m9.figshare.22110872
title: LLAMAS validation data

description: This is data collected for real-time validation of EEG-LLAMAS. It consists of recordings conducted with LLAMAS inside the MR scanner, and with brainvision Recorder outside the scanner.Please see the readme for more details.
DOI: 10.5281/zenodo.6994373
title: Maize phenotypic traits evaluated under synergistic influence of native soil microbial communities (dilution-to-extinction) and biostimulant Azospirillum brasilense Ab-V5

description: Maize phenotypic traits evaluated under synergistic influence of native soil microbial communities (dilution-to-extinction) and biostimulant Azospirillum brasilense Ab-V5.
DOI: 10.5281/zenodo.6994372
title: Maize phenotypic traits evaluated under synergistic influence of native soil microbial communities (dilution-to-extinction) and biostimulant Azospirillum brasilense Ab-V5

description: Maize phenotypic traits evaluated under synergistic influence of native soil microbial communities (dilution-to-extinction) and biostimulant Azospirillum brasilense Ab-V5.
DOI: 10.5281/zenodo.6359961
title: Metataxonomics 16S rDNA of maize bulk and rhizospheric soil samples with seed bacterization with Azospirillum brasilense Ab-V5 in a dilution-to-extinction of native microbial diversity

description: <strong>The beneficial plant-microbes association has been widely explored with the purpose of understanding the mechanisms involved in this interaction, in order to develop bioinoculants for agriculture aiming at sustainability and reduction of chemical inputs use. Plant growth promoting bacteria (PGPBs) have been reported as an interesting alternative to mineral fertilizers for a range of crops. The genus Azospirillum has shown potential in plant growth promotion for maize. However, the lack of holistic comprehension about PGPBs-plant-native soil microbiota can lead to inconsistency of results in field conditions. Recent ecological theories revealed that plant microbiomes are organized as microbial hubs with keystone species and helpers. The objective of this work is to characterize the microbial community associated with a commercial maize genotype (30A37PW) under influence of the potential keystone PGPB A. brasilense Ab-v5 to support the original development of a synthetic minimum microbiome including this strain as keystone for plant growth promotion. Aiming to understand the PGPB-plant-microbiome system, we conducted a greenhouse experiment in which the synergistic effect of Ab-V5 and soil native microbial community were evaluated through soil and rhizosphere metataxonomics, metagenomics and plant phenomics. Our results revealed that maize seed bacterization with the PGPB Ab-V5 promotes plant growth. This effect is boosted by the interaction with specific microbial groups present in the soil native community. The strain Ab-V5 persists in the maize rhizosphere until 25 days after sowing. In order to understand which microbial groups are important during the interaction Ab-V5-plant-native soil microbial community, 16S rDNA metataxonomics and metagenomics analysis will be conducted in maize soil and rhizosphere samples. This unprecedented omics approach for the holistic view of the complex system composed by inoculant-plant-microbiota and data integration will allow the development of new strategies for optimization of plant biostimulants recommendation with enhanced efficiency for establishment in the field. </strong>
DOI: 10.5281/zenodo.6359960
title: Metataxonomics 16S rDNA of maize bulk and rhizospheric soil samples with seed bacterization with Azospirillum brasilense Ab-V5 in a dilution-to-extinction of native microbial diversity

description: <strong>The beneficial plant-microbes association has been widely explored with the purpose of understanding the mechanisms involved in this interaction, in order to develop bioinoculants for agriculture aiming at sustainability and reduction of chemical inputs use. Plant growth promoting bacteria (PGPBs) have been reported as an interesting alternative to mineral fertilizers for a range of crops. The genus Azospirillum has shown potential in plant growth promotion for maize. However, the lack of holistic comprehension about PGPBs-plant-native soil microbiota can lead to inconsistency of results in field conditions. Recent ecological theories revealed that plant microbiomes are organized as microbial hubs with keystone species and helpers. The objective of this work is to characterize the microbial community associated with a commercial maize genotype (30A37PW) under influence of the potential keystone PGPB A. brasilense Ab-v5 to support the original development of a synthetic minimum microbiome including this strain as keystone for plant growth promotion. Aiming to understand the PGPB-plant-microbiome system, we conducted a greenhouse experiment in which the synergistic effect of Ab-V5 and soil native microbial community were evaluated through soil and rhizosphere metataxonomics, metagenomics and plant phenomics. Our results revealed that maize seed bacterization with the PGPB Ab-V5 promotes plant growth. This effect is boosted by the interaction with specific microbial groups present in the soil native community. The strain Ab-V5 persists in the maize rhizosphere until 25 days after sowing. In order to understand which microbial groups are important during the interaction Ab-V5-plant-native soil microbial community, 16S rDNA metataxonomics and metagenomics analysis will be conducted in maize soil and rhizosphere samples. This unprecedented omics approach for the holistic view of the complex system composed by inoculant-plant-microbiota and data integration will allow the development of new strategies for optimization of plant biostimulants recommendation with enhanced efficiency for establishment in the field. </strong>
DOI: 10.3886/e185422
title: The visual health utility in diabetic retinopathy, age-related macular degeneration and cataract patient

description: This data report the visual health utility obtained by TTO, HUI3, and EQ-5D-5L in patients with diabetic retinopathy, wet age-related macular degeneration, and cataracts.
description: Response Rates: 100%
description: 309 participants
description: ophthalmology.
description: face-to-face interview; n/a
DOI: 10.3886/e185422v1
title: The visual health utility in diabetic retinopathy, age-related macular degeneration and cataract patient

description: This data report the visual health utility obtained by TTO, HUI3, and EQ-5D-5L in patients with diabetic retinopathy, wet age-related macular degeneration, and cataracts.
description: Response Rates: 100%
description: 309 participants
description: ophthalmology.
description: face-to-face interview; n/a
DOI: 10.17638/datacat.liverpool.ac.uk/2158
title: Raw data for Monitoring Interfacial Electric Fields at a Hematite Electrode During Water Oxidation

description: zip file containing raw data shown in Raw data for Monitoring Interfacial Electric Fields at a Hematite Electrode During Water Oxidation. Data is organised by figures in the above named paper. Figure 5 is constructed from the data available in the supporting information as described in the text
DOI: 10.5281/zenodo.7671401
title: TOPs-YOPP-SH_Marambio

description: RS and SLWC data colected during YOPP-SH in Marambio base
DOI: 10.5281/zenodo.7671400
title: TOPs-YOPP-SH_Marambio

description: RS and SLWC data colected during YOPP-SH in Marambio base
DOI: 10.6084/m9.figshare.22149029.v1
title: Phelan et al. 2023 Data Availability.xlsx

description: This section contains numerical data and whole immunoblots used in the manuscripte titled "Molluscum Contagiosum Virus Protein MC008 targets NF-κB Activation by Inhibiting Ubiquitination of NEMO"
DOI: 10.21233/ves5-3e24
title: Lake Annie diatom dataset

description: Raw data for the Lake Annie diatom dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.5066/p9t1u8sf
title: Chemical and physical data for sediment source fingerprinting of suspended and bottom sediment in Little River, Kentucky.

description: This data release includes physical and chemical data for samples from upland source and streambank sampling sites in the Little River basin, Kentucky. Data were collected from March to November of 2014. These data include total nitrogen and carbon concentrations, organic carbon concentrations, concentrations for 37 metals, and particle-size analysis. Source samples were grouped into one of four land use categories: Crop, pasture, riparian, or streambank. These data are used for sediment fingerprinting in order to quantify the proportional contribution of sources to suspended sediment in the basin.
DOI: 10.21227/q5wx-xz97
title: Image coordinates of AprilTag

description: Image coordinates data of AprilTag's four edges