cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19873414
title: cabras_dataset.csv

description: The present dataset was generated by a set of Charnequeira goats from the INIAV flock, to which iFarmTec collars were applied, before, during and in the postpartum period. Behavior data were sampled every 10 seconds and recorded on a 24/7 basis. In addition to these data, data about the births were recorded, such as the date/time at which they occurred, the place, the gender of the offspring, the number and the weight of the offspring born, and, additional, details such as the need for human intervention.
DOI: 10.6084/m9.figshare.19873414.v1
title: cabras_dataset.csv

description: The present dataset was generated by a set of Charnequeira goats from the INIAV flock, to which iFarmTec collars were applied, before, during and in the postpartum period. Behavior data were sampled every 10 seconds and recorded on a 24/7 basis. In addition to these data, data about the births were recorded, such as the date/time at which they occurred, the place, the gender of the offspring, the number and the weight of the offspring born, and, additional, details such as the need for human intervention.
DOI: 10.34740/kaggle/dsv/3929642
title: 2021 World Population (updated daily)
DOI: 10.6084/m9.figshare.14891499
title: Applying Habitat Suitability Modelling to identify the distribution of a long distance avian migrant, the white stork, in the eastern sahelian.

description: Habitat suitability models (HSMs) are widely used to assess the spatial distribution of animal species. Here, monthly HSMs were used to map the potential distribution of the white stork in the Eastern Sahelian and to identify its main drivers. Furthermore, possible changes in the potential distribution introduced by climate change are assessed. Animal tracking data and satellite data were used as data source. The presented approach can serve as an efficient way to protect species under climate change or in remote areas.
DOI: 10.6084/m9.figshare.14891499.v7
title: Applying Habitat Suitability Modelling to identify the distribution of a long distance avian migrant, the white stork, in the eastern sahelian.

description: Habitat suitability models (HSMs) are widely used to assess the spatial distribution of animal species. Here, monthly HSMs were used to map the potential distribution of the white stork in the Eastern Sahelian and to identify its main drivers. Furthermore, possible changes in the potential distribution introduced by climate change are assessed. Animal tracking data and satellite data were used as data source. The presented approach can serve as an efficient way to protect species under climate change or in remote areas.
DOI: 10.6084/m9.figshare.14891499.v6
title: Applying Habitat Suitability Modelling to identify the distribution of a long distance avian migrant, the white stork, in the eastern sahelian.

description: Using monthly SDMs, the current <em>potential </em>and <em>realized</em> distribution of the white stork is analysed and hypothesis of future changes in its distribution are presented. Therefore, remotely sensed data is acquired and processed. Telemetry data is obtained from the <em>Movebank</em>-database and environmental data is obtained from various sources (e.g., from the <em>WorldClim</em>-database). Using telemetry data enables modelling the white stork distribution under current and future climatic conditions. The models are based on the machine learning algorithm Maxent and limited to the wintering grounds of the white stork in Africa, which are located in the eastern Sahelian zone. As a data source, remotely sensed data , as well as telemetry data is used.
DOI: 10.5281/zenodo.6786359
title: Raw data for the article " Pd(II)-Catalyzed Aminoacetoxylation of Alkenes via Tether Formation"

description: Raw NMR and MS data for the article "Pd(II)-Catalyzed Aminoacetoxylation of Alkenes via Tether Formation" published in Organic Letters, DOI: https://doi.org/10.1021/acs.orglett.2c01838 The number of the folders correspond to compounds numbers in the article. All details concerning conditions and equipment for measurements can be found in the supporting information of the article.
DOI: 10.5281/zenodo.6786358
title: Raw data for the article " Pd(II)-Catalyzed Aminoacetoxylation of Alkenes via Tether Formation"

description: Raw NMR and MS data for the article "Pd(II)-Catalyzed Aminoacetoxylation of Alkenes via Tether Formation" published in Organic Letters, DOI: https://doi.org/10.1021/acs.orglett.2c01838 The number of the folders correspond to compounds numbers in the article. All details concerning conditions and equipment for measurements can be found in the supporting information of the article.
DOI: 10.5281/zenodo.6674033
title: Contact Endoscopy – Narrow Band Imaging (CE-NBI) Data Set for Laryngeal Lesion Assessment

description: The endoscopic examination of subepithelial vascular variations of vocal folds can provide complementary diagnostic information for clinicians regarding the development of benign and malignant laryngeal lesions. As one novel technique, Contact Endoscopy combined with Narrow Band Imaging (CE-NBI) can provide real-time and enhanced visualization of these vascular structures. Several studies have addressed the concern of subjective evaluation of CE-NBI images, resulting in the development of multiple computer-based solutions. We introduce the CE-NBI data set, the first publicly available data set with enhanced and magnified visualization of vocal fold subepithelial blood vessels. It comprises 11144 images of 210 adult patients with benign and malignant lesions in the vocal fold. Image annotations include as following for all images of every patient: Diagnosed laryngeal histopathology label. Lesion type benign-malignant label. Leukoplakia diagnosis label. The dataset consists of two main categories: benign and malignant images. In each category, the images of every patient are ordered according to the laryngeal histopathology class. Additionally, one Excel file is provided to map the image files of each patient to three image labels and image dimensions. This data has successfully been used to perform clinical evaluations as well as design and develop multiple Machine Learning (ML)-based algorithms for laryngeal cancer assessment.
description: {"references": ["Esmaeili, Nazila, et al. \"Novel automated vessel pattern characterization of larynx contact endoscopic video images.\" International journal of computer assisted radiology and surgery 14.10 (2019): 1751-1761.", "Davaris, Nikolaos, et al. \"Evaluation of vascular patterns using contact endoscopy and narrow-band imaging (CE-NBI) for the diagnosis of vocal fold malignancy.\" Cancers 12.1 (2020): 248.", "Esmaeili, Nazila, et al. \"Laryngeal lesion classification based on vascular patterns in contact endoscopy and narrow band imaging: manual versus automatic approach.\" Sensors 20.14 (2020): 4018.", "Esmaeili, Nazila, et al. \"Cyclist effort features: A novel technique for image texture characterization applied to larynx cancer classification in contact endoscopy\u2014Narrow band imaging.\" Diagnostics 11.3 (2021): 432.", "Esmaeili, Nazila, et al. \"Deep Convolution Neural Network for Laryngeal Cancer Classification on Contact Endoscopy-Narrow Band Imaging.\" Sensors 21.23 (2021): 8157."]}
DOI: 10.5281/zenodo.6791876
title: Basket-type G-Quadruplex with Two Tetrads in the Presence of TMAO and Urea: A Molecular Dynamics Study

description: Molecular Dynamics simulation trajectories of basket-type DNA G-quadruplex (PDB: 2KF7). The structures have been simulated in the temperatures 300 K and 360 K in pure water, 1 M TMAO solution, 2 M urea solution and the mixture of 1 M TMAO and 2 M urea.
DOI: 10.5281/zenodo.6791875
title: Basket-type G-Quadruplex with Two Tetrads in the Presence of TMAO and Urea: A Molecular Dynamics Study

description: Molecular Dynamics simulation trajectories of basket-type DNA G-quadruplex (PDB: 2KF7). The structures have been simulated in the temperatures 300 K and 360 K in pure water, 1 M TMAO solution, 2 M urea solution and the mixture of 1 M TMAO and 2 M urea.
DOI: 10.5281/zenodo.6816983
title: Data accompanying "A new brittle rheology and numerical framework for large-scale sea-ice models"

description: Data accompanying "A new brittle rheology and numerical framework for<br> large-scale sea-ice models" by E. Olason et al, accepted for publication in<br> Journal of Advances in Modelling Earth Systems (2022). Files:<br> * CS2SMOS.tar.bz2: Contains Cryosat2/SMOS data, post-precessed and used to<br> produce figures comparing modelled thickness to observations.<br> * deformation_maps_demo.ipynb: An example jupyter notebook to read pairs.npz<br> * OlasonEtAl_BBM.tar.bz2: Thickness fields from the MEB run used to produce<br> figure 1 (netCDF).<br> * OlasonEtAl_MEB.tar.bz2: Thickness fields from the BBM run used to produce<br> figure 8 (netCDF).<br> * OlasonEtAl_mEVP.tar.bz2: Thickness fields from the mEVP run used to produce<br> figure 8 (netCDF).<br> * pairs.npz: Displacement pairs derived from the model's Lagrangian mesh used<br> to produce figures 3, 4, and 5 (numpy data file).<br> * Winter2006_7_BBM.nc.bz2: Thickness, concentration, and velocity fields from<br> the BBM run for the winter 2006-7 widely used in the paper (netCDF).<br> * Winter2006_7_mEVP.nc.bz2: Thickness, concentration, and velocity fields from<br> the mEVP run for the winter 2006-7 used for comparison in the paper<br> (netCDF).
DOI: 10.5281/zenodo.6816982
title: Data accompanying "A new brittle rheology and numerical framework for large-scale sea-ice models"

description: Data accompanying "A new brittle rheology and numerical framework for<br> large-scale sea-ice models" by E. Olason et al, accepted for publication in<br> Journal of Advances in Modelling Earth Systems (2022). Files:<br> * CS2SMOS.tar.bz2: Contains Cryosat2/SMOS data, post-precessed and used to<br> produce figures comparing modelled thickness to observations.<br> * deformation_maps_demo.ipynb: An example jupyter notebook to read pairs.npz<br> * OlasonEtAl_BBM.tar.bz2: Thickness fields from the MEB run used to produce<br> figure 1 (netCDF).<br> * OlasonEtAl_MEB.tar.bz2: Thickness fields from the BBM run used to produce<br> figure 8 (netCDF).<br> * OlasonEtAl_mEVP.tar.bz2: Thickness fields from the mEVP run used to produce<br> figure 8 (netCDF).<br> * pairs.npz: Displacement pairs derived from the model's Lagrangian mesh used<br> to produce figures 3, 4, and 5 (numpy data file).<br> * Winter2006_7_BBM.nc.bz2: Thickness, concentration, and velocity fields from<br> the BBM run for the winter 2006-7 widely used in the paper (netCDF).<br> * Winter2006_7_mEVP.nc.bz2: Thickness, concentration, and velocity fields from<br> the mEVP run for the winter 2006-7 used for comparison in the paper<br> (netCDF).
DOI: 10.34740/kaggle/dsv/3929680
title: Divar_Cars
DOI: 10.57745/tqll0o/8pijos
title: IA_EpinephelusAeneus.tab

description: La colonne EstimateurFinal est la valeur de l'abondance obtenue pour le pays et le type de série (Artisanale ou scientifique)
DOI: 10.5281/zenodo.6817696
title: OMPG protein in DPPC membrane with various solvent viscosities - part1

description: This set of data is used to fit the translational Saffman-Delbruck model to systems of different fluid viscosity.<br> Each system contains: 1 OMPG 800 DPPC 8000 W 800 WF (anitfreeze) 111 NA+ 95 CL- At each viscosity, 5 replicas are performed to decrease the uncertainty.
DOI: 10.5281/zenodo.6817695
title: OMPG protein in DPPC membrane with various solvent viscosities - part1

description: This set of data is used to fit the translational Saffman-Delbruck model to systems of different fluid viscosity.<br> Each system contains: 1 OMPG 800 DPPC 8000 W 800 WF (anitfreeze) 111 NA+ 95 CL- At each viscosity, 5 replicas are performed to decrease the uncertainty.
DOI: 10.5281/zenodo.6818085
title: OMPG protein in DPPC membrane with various solvent viscosities - part2

description: This set of data is used to fit the translational Saffman-Delbruck model to systems of different fluid viscosity.<br> Each system contains: 1 OMPG 800 DPPC 8000 W 800 WF (anitfreeze) 111 NA+ 95 CL- At each viscosity, 5 replicas are performed to decrease the uncertainty.
DOI: 10.5281/zenodo.6818084
title: OMPG protein in DPPC membrane with various solvent viscosities - part2

description: This set of data is used to fit the translational Saffman-Delbruck model to systems of different fluid viscosity.<br> Each system contains: 1 OMPG 800 DPPC 8000 W 800 WF (anitfreeze) 111 NA+ 95 CL- At each viscosity, 5 replicas are performed to decrease the uncertainty.
DOI: 10.5066/p97vbpn9
title: Precomputed Percent Forested-Area Rasters Derived from NLCD 2016 in Support of the StreamStats Fire-Hydrology Application, Conterminous United States

description: The U.S. Geological Survey (USGS) computed rasters of pre-solved values for the watersheds draining to the pixel delineation point representing the watershed's percent forested land cover from the National Land Cover Dataset (NLCD) 2016 data (land cover values 41-43). These values, which cover the conterminous United States at a scale of 30m pixel size, will be served in the National StreamStats Fire-Hydrology application to describe delineated watersheds ( https://streamstats.usgs.gov/ ). The StreamStats application provides access to spatial analysis tools that are useful for water-resources planning and management, and for engineering and design purposes. The map-based user interface can be used to delineate drainage areas, to retrieve [...]
DOI: 10.34740/kaggle/dsv/3929788
title: COVID Vaccination in World (updated daily)
DOI: 10.3886/e113384v1-122942
title: Replication data for: Multinational Production: Data and Stylized Facts

description: We present a comprehensive data set on the bilateral activity of multinational firms, with focus on two variables: affiliate revenues and the number of affiliates across country pairs. Our basic data are from UNCTAD and include 59 countries, an average over 1996-2001. We implement an extrapolation procedure that fills in missing values using, alternately, FDI stocks and the bilateral number of M&A transactions. Our dataset allows for the analysis of new patterns of multinational production activities across countries, by taking into account firm rather than balance of payment variables, and both the intensive and extensive margins of multinational activities.
DOI: 10.25403/upresearchdata.20205677
title: Quality education in deprived school contexts

description: Participants from five schools in deprived contexts were interviewed on leadership, transformational leadership, challenges faced by learners in deprived contexts, and how these challenges were resolved. Datasets underpin the study titled 'Transformational leadership: ensuring quality education in deprived school contexts'.
DOI: 10.25403/upresearchdata.20205677.v1
title: Quality education in deprived school contexts

description: Participants from five schools in deprived contexts were interviewed on leadership, transformational leadership, challenges faced by learners in deprived contexts, and how these challenges were resolved. Datasets underpin the study titled 'Transformational leadership: ensuring quality education in deprived school contexts'.
DOI: 10.6084/m9.figshare.19519801.v2
title: COVID 19 vaccine in Ménière's disease

description: The association between reporting adverse vaccination effects in those with a history of audiovestibular difficulties is unknown. To examine this the Finnish Ménière Federation sent a survey to their members. 333 members responded to this survey. <br> Additional details about the data: <strong>WHO created the data:</strong> Finnish Ménière Federation. <br> <strong>WHAT the data files contain:</strong> Dataset, Questionnire in English and Finnish. <br> <strong>WHEN the data was generated:</strong> October 2021. <br> <strong>WHERE the data were generated:</strong> This study was conducted over the Internet by sending an email to members of Finnish Ménière Federation. <br> <strong>WHY the data were generated:</strong> This data was generated as a part of a survey from the patient association. <br> <strong>HOW the data were generated:</strong> This data was generated by means of administering the online questionnaire.
DOI: 10.6084/m9.figshare.19435148
title: Data from: Plastic debris in plastic-mulched soil—a screening study from western Germany

description: This collection contains data and R code to reproduce the findings published in the following article: Steinmetz Z, Schröder H. 2022. Plastic debris in plastic-mulched soil—a screening study from western Germany. <em>PeerJ</em> <strong>10</strong>:e13781 https://doi.org/10.7717/peerj.13781 For further details, please read the README file.
DOI: 10.6084/m9.figshare.19435148.v2
title: Data from: Plastic debris in plastic-mulched soil—a screening study from western Germany

description: This collection contains data and R code to reproduce the findings published in the following article: Steinmetz Z, Schröder H. 2022. Plastic debris in plastic-mulched soil—a screening study from western Germany. <em>PeerJ</em> <strong>10</strong>:e13781 https://doi.org/10.7717/peerj.13781 For further details, please read the README file.
DOI: 10.6084/m9.figshare.19435148.v1
title: Data from: Plastic debris in plastic-mulched soil—a case study from western Germany

description: This collection contains data and R code to reproduce the findings published in the following article:<br>Steinmetz Z, Schröder H. 2022. Plastic debris in plastic-mulched soil—a case study from western Germany. PeerJ [submitted].<br>For further details, please read the README file.
DOI: 10.6084/m9.figshare.19536202
title: Voxelwise structural disconnection mapping: methodological validation and recommendations

description: Raw lesion and behavioral data.
DOI: 10.6084/m9.figshare.20272692.v1
title: Online Supplemental Material AJPE+M

description: Online supplemental material
DOI: 10.6084/m9.figshare.20223606
title: Public data accompanying "The relationship between the human needs of places and economic conditions in America's 21 largest cities"

description: This repository contains two datasets: category_need_vector.csv and zipcode_human_need.csv <strong>category_need_vector.csv: </strong>For each of 1025 Yelp POI types (i.e. categories), we provide the percent of respondents who listed this POI as: need_1, need_2, need_3, need_4 or need_5. This data was gathered through Mechanical Turk. We also provide the top level categories for each POI type. <strong>zipcode_human_need.csv: </strong>For zip codes (n = 1186) in 21 selected US cities, we provide the z score of each need, calculated for the aggregate of the POIs within the zip code. The z score is centered around 0 as a mean, and -1 or 1, as one standard deviation in either direction, -2 or 2 as two standard deviations in either direction, etc. We also provide the entropy of each zip code, where higher numbers indicate more deviation between the needs. <br>
DOI: 10.5281/zenodo.6818173
title: A sequential two-step priming scheme reproduces diversity in synaptic strength and short-term plasticity

description: Please consult the uploaded word file 'figure_4_public.docx' for a description.
DOI: 10.5281/zenodo.6818172
title: A sequential two-step priming scheme reproduces diversity in synaptic strength and short-term plasticity

description: Please consult the uploaded word file 'figure_4_public.docx' for a description.
DOI: 10.5281/zenodo.5211420
title: Fused image dataset from light sheet microscope

description: Example dataset that ships with VollSeg Napari samples, providing a 3D imaged dataset of fused Acadian embryo imaged with light sheet and fused over 4 angles.
description: Computational support provided by Jean Zay dynamic access grant: AD011013396 Monetary Support by Grant#: 2021-240715(5022) from Chan Zuckerberg Innitiative and Silicon Valley community foundation.
DOI: 10.5281/zenodo.5211419
title: Fused image dataset from light sheet microscope

description: Example dataset that ships with VollSeg Napari samples, providing a 3D imaged dataset of fused Acadian embryo imaged with light sheet and fused over 4 angles.
description: Computational support provided by Jean Zay dynamic access grant: AD011013396 Monetary Support by Grant#: 2021-240715(5022) from Chan Zuckerberg Innitiative and Silicon Valley community foundation.
DOI: 10.5281/zenodo.6818189
title: Spatial impact of urban expansion on lake surface water temperature based on the perspective of watershed scale

description: This is the original data from the article "Spatial impact of urban expansion on lake surface water temperature based on the perspective of watershed-scale"
DOI: 10.5281/zenodo.6818188
title: Spatial impact of urban expansion on lake surface water temperature based on the perspective of watershed scale

description: This is the original data from the article "Spatial impact of urban expansion on lake surface water temperature based on the perspective of watershed-scale"
DOI: 10.5281/zenodo.6059272
title: Thallium isotope data NCC

description: Tl concentration and isotope composition data for alkaline rocks from the North China Craton.
DOI: 10.5281/zenodo.6059271
title: Thallium isotope data NCC

description: Tl concentration and isotope composition data for alkaline rocks from the North China Craton.
DOI: 10.6084/m9.figshare.20286249.v1
title: Assessment of NGS-miniSTR as a new detection strategy for chromosomal trisomy in prenatal diagnosis

description: Table S1. Raw miniSTR data on chromosome 16 for 70 trisomy and 70 normal karyotypes from the fetal materials in miscarriages. Table S2. Raw miniSTR data on chromosome 16, miniSTR profiling and CNV-seq result for 28 unknown karyotype samples from the fetal materials in miscarriages.
DOI: 10.5281/zenodo.5217394
title: Arabidopsis dataset for testing membrane segmentation models

description: 3D dataset of confocal imaged arabidopsis for testing segmentation models.
description: Computational support provided by Jean Zay dynamic access grant: AD011013396 Monetary Support by Grant#: 2021-240715(5022) from Chan Zuckerberg Innitiative and Silicon Valley community foundation.
DOI: 10.5281/zenodo.5217393
title: Arabidopsis dataset for testing membrane segmentation models

description: 3D dataset of confocal imaged arabidopsis for testing segmentation models.
description: Computational support provided by Jean Zay dynamic access grant: AD011013396 Monetary Support by Grant#: 2021-240715(5022) from Chan Zuckerberg Innitiative and Silicon Valley community foundation.
DOI: 10.6084/m9.figshare.20286387
title: Cretaceous magmatism in the Antarctic Peninsula and its tectonic implications

description: SM Table 3_Compilation
DOI: 10.6084/m9.figshare.20286387.v1
title: Cretaceous magmatism in the Antarctic Peninsula and its tectonic implications

description: SM Table 3_Compilation
DOI: 10.6084/m9.figshare.20286390.v1
title: Cretaceous magmatism in the Antarctic Peninsula and its tectonic implications

description: SM Table 7_Zircons
DOI: 10.6084/m9.figshare.20286393
title: Cretaceous magmatism in the Antarctic Peninsula and its tectonic implications

description: SM Table 5_Raw data apatites
DOI: 10.6084/m9.figshare.20286393.v1
title: Cretaceous magmatism in the Antarctic Peninsula and its tectonic implications

description: SM Table 5_Raw data apatites
DOI: 10.6084/m9.figshare.20286390
title: Cretaceous magmatism in the Antarctic Peninsula and its tectonic implications

description: SM Table 7_Zircons
DOI: 10.6084/m9.figshare.20286396
title: Cretaceous magmatism in the Antarctic Peninsula and its tectonic implications

description: SM Table 1_Geochem data
DOI: 10.6084/m9.figshare.20286396.v1
title: Cretaceous magmatism in the Antarctic Peninsula and its tectonic implications

description: SM Table 1_Geochem data
DOI: 10.6084/m9.figshare.20286399
title: Cretaceous magmatism in the Antarctic Peninsula and its tectonic implications

description: SM Table 4_Hf
DOI: 10.6084/m9.figshare.20286399.v1
title: Cretaceous magmatism in the Antarctic Peninsula and its tectonic implications

description: SM Table 4_Hf