cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10057089
title: TAMPAR: Visual Tampering Detection for Parcels Logistics in Postal Supply Chains

description: TAMPAR is a real-world dataset of parcel photos for tampering detection with annotations in COCO format. For details see our paper and for visual samples our project page. Features are: 

>900 annotated real-world images with >2,700 visible parcel side surfaces
6 different tampering types
6 different distortion strengths
Relevant computer vision tasks:

bounding box detection
classification
instance segmentation
keypoint estimation
tampering detection and classification
If you use this resource for scientific research, please consider citing our WACV 2024 paper "TAMPAR: Visual Tampering Detection for Parcel Logistics in Postal Supply Chains".
DOI: 10.5281/zenodo.10057090
title: TAMPAR: Visual Tampering Detection for Parcels Logistics in Postal Supply Chains

description: TAMPAR is a real-world dataset of parcel photos for tampering detection with annotations in COCO format. For details see our paper and for visual samples our project page. Features are: 

>900 annotated real-world images with >2,700 visible parcel side surfaces
6 different tampering types
6 different distortion strengths
Relevant computer vision tasks:

bounding box detection
classification
instance segmentation
keypoint estimation
tampering detection and classification
If you use this resource for scientific research, please consider citing our WACV 2024 paper "TAMPAR: Visual Tampering Detection for Parcel Logistics in Postal Supply Chains".
DOI: 10.5281/zenodo.10118823
title: GTnum GEST-PRO #PratiquesHybrides - Enseigner en contexte hybride. Plan de gestion de données
DOI: 10.5281/zenodo.10118824
title: GTnum GEST-PRO #PratiquesHybrides - Enseigner en contexte hybride. Plan de gestion de données
DOI: 10.34740/kaggle/dsv/6150467
title: Tree detection in point clouds and RGB images
DOI: 10.5281/zenodo.10118827
title: German-French Hackathon / Data challenge in Passau
DOI: 10.5281/zenodo.10118828
title: German-French Hackathon / Data challenge in Passau
DOI: 10.5066/p9rwi766
title: Laboratory estimates of eDNA degradation rates for Actinionais ligamentina eDNA

description: Data describe a designed environmental DNA (eDNA) experiment for the estimation of eDNA degradation rates for the mucket (Actinonaias ligamentina) from water samples collected in the laboratory. Samples were collected from experiments performed from November 01, 2019 to November 15, 2019 at the USGS Columbia Environmental Research Center, Missouri
DOI: 10.6084/m9.figshare.24552601
title: Supplementary Dataset 1 from From teeth to pad: tooth loss and development of keratinous structures in sirenians

description: DNA sequence alignments
DOI: 10.6084/m9.figshare.24552601.v1
title: Supplementary Dataset 1 from From teeth to pad: tooth loss and development of keratinous structures in sirenians

description: DNA sequence alignments
DOI: 10.25387/g3.24117504
title: Supplemental Material for van Westerhoven et al., 2023

description: VCF file containing the single nucleotide polymorphisms found in isolates P121-P124 compared to the P124 genome assembly
DOI: 10.25387/g3.24117504.v1
title: Supplemental Material for van Westerhoven et al., 2023

description: VCF file containing the single nucleotide polymorphisms found in isolates P121-P124 compared to the P124 genome assembly
DOI: 10.21427/aym7-sf29
title: Using ChatGPT to generate Gendered Language
DOI: 10.5517/ccdc.csd.cc2fr8wc
title: CCDC 2256703: Experimental Crystal Structure Determination

description: Related Article: Ke Wang, Zhi-Yuan Li, Yan Peng, Teng-Fei Zheng, Jing-Lin Chen, Sui-Jun Liu, He-Rui Wen|2023|Inorg.Chem.|62|17993|doi:10.1021/acs.inorgchem.3c03034
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2gldj0
title: CCDC 2281802: Experimental Crystal Structure Determination

description: Related Article: Stephanie Lee, Tilo Söhnel, Jonathan Sperry|2023|Org.Biomol.Chem.|21|8708|doi:10.1039/D3OB01596C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.24551983
title: NEST - DFAB, UMAR, SolAce Floor Plans and Sensor Placements

description: Floor plans, sensor placements and 3D Models for the three NEST units DFAB, UMAR and SolAce
DOI: 10.34740/kaggle/dsv/6958982
title: HR Asian elephants
DOI: 10.23729/ff9fc4ae-18c7-4bf0-a31a-a169c9d66b26
title: HITEC EB12-13

description: EB12 and EB13 samples of HITEC. Collective preview dataset at https://doi.org/10.23729/170132f5-ecba-4dc8-b248-001dc5795db5 Preview dataset found at https://doi.org/10.23729/a1163bd9-612b-4230-8f78-4410ca8ac704 . To obtain data, please contact fairdata-pas@gtk.fi .
DOI: 10.6084/m9.figshare.24552511
title: Problems and Solutions Dataset

description: Dataset used to produce Figure 5 in the paper <i>Comparative approaches in social network ecology</i>.<br><br>The dataset has 2 columns and 38 rows, with columns as follows:<br>Problem: Potential issue for conducting comparative network analyses.<br>Solution: Potential work around for a researcher encountering the problem.<br>
DOI: 10.6084/m9.figshare.24552514
title: Comparative Network Studies Database

description: Dataset containing information on all comparative social network studies used in the paper Comparative Approaches in Social Network Ecology.<br><br>Dataset has 49 rows. Columns as follows:<br>Title: The title of the study<br>Author: Information on the authorship team<br>ASNR: Whether or not the study used the animal social network repository (ASNR). Two-level variable (Y/N)<br>Disease simulation?: Whether or not the study included epidemiological simulations. Two-level variable (Y/N)<br>Number of networks: Number of distinct networks in study (where information is clear)<br>Number of species: Number of species in study (where information is clear)<br>Humans: Whether or not the study included humans. Two-level variable (Y/N)<br>Research Topic: Research area of study. Free text.<br>Research Field: Broad research field of study. (Beh=Behaviour; Dis=Disease; Wel=Welfare; Meth=Methodological; Dat=Dataset)<br>Primates?: Whether or not the study included primates. Two-level variable (Y/N)<br>Comments: Any additional information. Free text.<br>Link: Link to the study<br><br>
DOI: 10.6084/m9.figshare.24552514.v1
title: Comparative Network Studies Database

description: Dataset containing information on all comparative social network studies used in the paper Comparative Approaches in Social Network Ecology.<br><br>Dataset has 49 rows. Columns as follows:<br>Title: The title of the study<br>Author: Information on the authorship team<br>ASNR: Whether or not the study used the animal social network repository (ASNR). Two-level variable (Y/N)<br>Disease simulation?: Whether or not the study included epidemiological simulations. Two-level variable (Y/N)<br>Number of networks: Number of distinct networks in study (where information is clear)<br>Number of species: Number of species in study (where information is clear)<br>Humans: Whether or not the study included humans. Two-level variable (Y/N)<br>Research Topic: Research area of study. Free text.<br>Research Field: Broad research field of study. (Beh=Behaviour; Dis=Disease; Wel=Welfare; Meth=Methodological; Dat=Dataset)<br>Primates?: Whether or not the study included primates. Two-level variable (Y/N)<br>Comments: Any additional information. Free text.<br>Link: Link to the study<br><br>
DOI: 10.5281/zenodo.7825454
title: Totten Glacier Thermal Structure

description: This is the modelled basal melt rates and modelled basal temperature relative to the pressure melting point in ten experiments using different geothermal heat flux (GHF) maps as forcing for an offline coupling between a forward thermal model and an inverse mechanical model. The forward model consists of a thermomechanical steady state model using an improved shallow ice approximation in equilibrium with the subglacial hydrological system. The inverse model is solved using 3D full Stokes model.
Eight GHF maps are from Martos et al. (2017), Purucker (2012), Shen et al. (2020), An et al. (2015), Shapiro and Ritzwoller (2004), Stål et al. (2021), Lösing et al. (2021) and Haeger et al. (2022). The other two maps are mean GHF and constant GHF. Mean GHF is the ensemble mean of the 8 GHF datasets above interpolated into 2.0 km resolution. The constant GHF is the mean of the ensemble mean GHF, 59 mW m-2.
For the modelled results using GHF map from the 8 datasets, the filename includes the family name of the first author of the GHF map that is used. For instance, basal_meltrate_an.nc provides the modelled basal melt rates using An et al. (2015) GHF. For the modelled results using the ensemble mean GHF, the filename includes _mean. For instance, basal_meltrate_mean.nc provides the modelled basal melt rates using the ensemble mean of 8 GHF maps. For the modelled results using constant GHF, the filename includes _constant. For instance, basal_meltrate_constant.nc provides the modelled basal melt rates using constant GHF.
Basal melt rate and temperature files are provided in netcdf format. The netcdf files have 2D grids only. The unit of modelled basal melt rate is mm/yr. Positive values represent melting and negative values represent freezing. The unit of modelled basal temperature relative to the pressure melting point is degrees Celsius. The nodata value outside our modelled domain is given as -9999. 
The specularity content is derived from radar data collected by ICECAP (Dow et al., 2020) and interpolated to 10 km by 10 km grids. Specularity content data for Totten glacier is provided as a txt file called: specularity_content(5)_10km.txt with easting (m), northing (m) and the upper fifth percentile of the specularity content. 
For more information, please see the following paper that is currently accepted by The Cryosphere:
Y. Huang et al.: Using specularity content to evaluate eight geothermal heat flow maps of Totten Glacier, The Cryosphere, 2023.  https://doi.org/10.5194/tc-2023-58
DOI: 10.5281/zenodo.7825456
title: Totten Glacier Thermal Structure

description: This is the modelled basal melt rates and modelled basal temperature relative to the pressure melting point in ten experiments using different geothermal heat flux (GHF) maps as forcing for an offline coupling between a forward thermal model and an inverse mechanical model. The forward model consists of a thermomechanical steady state model using an improved shallow ice approximation in equilibrium with the subglacial hydrological system. The inverse model is solved using 3D full Stokes model.
Eight GHF maps are from Martos et al. (2017), Purucker (2012), Shen et al. (2020), An et al. (2015), Shapiro and Ritzwoller (2004), Stål et al. (2021), Lösing et al. (2021) and Haeger et al. (2022). The other two maps are mean GHF and constant GHF. Mean GHF is the ensemble mean of the 8 GHF datasets above interpolated into 2.0 km resolution. The constant GHF is the mean of the ensemble mean GHF, 59 mW m-2.
For the modelled results using GHF map from the 8 datasets, the filename includes the family name of the first author of the GHF map that is used. For instance, basal_meltrate_an.nc provides the modelled basal melt rates using An et al. (2015) GHF. For the modelled results using the ensemble mean GHF, the filename includes _mean. For instance, basal_meltrate_mean.nc provides the modelled basal melt rates using the ensemble mean of 8 GHF maps. For the modelled results using constant GHF, the filename includes _constant. For instance, basal_meltrate_constant.nc provides the modelled basal melt rates using constant GHF.
Basal melt rate and temperature files are provided in netcdf format. The netcdf files have 2D grids only. The unit of modelled basal melt rate is mm/yr. Positive values represent melting and negative values represent freezing. The unit of modelled basal temperature relative to the pressure melting point is degrees Celsius. The nodata value outside our modelled domain is given as -9999. 
The specularity content is derived from radar data collected by ICECAP (Dow et al., 2020) and interpolated to 10 km by 10 km grids. Specularity content data for Totten glacier is provided as a txt file called: specularity_content(5)_10km.txt with easting (m), northing (m) and the upper fifth percentile of the specularity content. 
For more information, please see the following paper that is currently accepted by The Cryosphere:
Y. Huang et al.: Using specularity content to evaluate eight geothermal heat flow maps of Totten Glacier, The Cryosphere, 2023.  https://doi.org/10.5194/tc-2023-58
DOI: 10.15151/esrf-es-1338642865
title: Intermediate redox states of Cu-Amyloid beta and Cu-alpha-synuclein complexes by variable temperature X-ray Absorption Spectroscopy

description: Several peptides and proteins related to neurodegenerative diseases such as amyloid-beta in Alzheimer’s or alpha-synuclein in Parkinson’s disease are intrinsically disordered proteins (IDP) and can bind Cu to form Cu-IDP complexes. These Cu-IDP are able to catalyse the production of reactive oxygen species (ROS) in the presence of a reducing agent (ascorbate) and dioxygen. This ROS production needs the redox cycling between the two redox states (Cu(I), Cu(II)) and is thought to contribute to the neurodegeneration. In the proposed project we propose to perform variable temperature XAS measurements in which we photoreduce Cu and then perform XAS experiments at different cryogenic temperatures in order to capture and characterize the intermediate redox states of Cu-Amyloid β and Cu-alpha-synuclein.
DOI: 10.5519/qd.gdagp4vv
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (65 records)
DOI: 10.5281/zenodo.10118943
title: ABOUT THE TRANSLATION OF "DARLING" BY THE GREAT FRENCH WRITER GI DE MOPASSAN
DOI: 10.5281/zenodo.10118944
title: ABOUT THE TRANSLATION OF "DARLING" BY THE GREAT FRENCH WRITER GI DE MOPASSAN
DOI: 10.25403/upresearchdata.24435310
title: Analysis of the impact of Covid-19 pandemic on women street traders

description: This data analyses the impact of the Covid-19 pandemic on women street traders in the Marabastad area of Pretoria. The Covid-19 pandemic has had profound socio-economic implications worldwide, with vulnerable populations such as women street traders facing unique challenges. This dataset presents a thorough examination of the pandemic's impact on women engaged in informal street trading, shedding light on the economic, and social consequences they have experienced. The study comprises of data collected from Marabastad area in the central region of Pretoria with a focus on women street traders as key informants. The dataset encompasses a wide array of variables, including but not limited to education, employment, changes in trading patterns, commodities, association, and the overall well-being of women street traders. The data was collected through interviews. Preliminary analysis of the dataset reveals significant disruptions in the livelihoods of women street traders due to the pandemic. Many have faced income loss, reduced access to essential services and increased food insecurity. Additionally, the dataset highlights the diverse coping strategies adopted by women traders, such as using their savings, borrowing money or getting money from the stokvels.
DOI: 10.25403/upresearchdata.24435310.v1
title: Analysis of the impact of Covid-19 pandemic on women street traders

description: This data analyses the impact of the Covid-19 pandemic on women street traders in the Marabastad area of Pretoria. The Covid-19 pandemic has had profound socio-economic implications worldwide, with vulnerable populations such as women street traders facing unique challenges. This dataset presents a thorough examination of the pandemic's impact on women engaged in informal street trading, shedding light on the economic, and social consequences they have experienced. The study comprises of data collected from Marabastad area in the central region of Pretoria with a focus on women street traders as key informants. The dataset encompasses a wide array of variables, including but not limited to education, employment, changes in trading patterns, commodities, association, and the overall well-being of women street traders. The data was collected through interviews. Preliminary analysis of the dataset reveals significant disruptions in the livelihoods of women street traders due to the pandemic. Many have faced income loss, reduced access to essential services and increased food insecurity. Additionally, the dataset highlights the diverse coping strategies adopted by women traders, such as using their savings, borrowing money or getting money from the stokvels.
DOI: 10.5281/zenodo.10118959
title: Sleep alterations as a function of 88 health indicators

description: Supplementary data and code for the paper "Sleep alterations as a function of 88 health indicators".
Data files
- comorbidity.xlsx: the proportion of participants reporting all possible combinations of two binary health indicators. Proportions are shown relative to participants with the condition. For example, 18.97% of participants with "Allergy" also have "Angina" and 18.73% also have "Asthma", while 34.35% of participants with "Angina" and 64.73% of those with "Asthma" also have "Allergy". Values for continuous health indicators are missing as comorbidity is not defined for these.
- descriptive statistics.xlsx: the distribution of "No", "Yes", and "Missing" responses for each of the medical conditions and medications in the dataset.
- Rotatable scatterplot.fig: an interactive, manually rotatable MATLAB .fig file depicting the contents of Figure 6.
- Rotating scatterplot.mp4: a video of an automatically rotating version of the former
DOI: 10.5281/zenodo.10118960
title: Sleep alterations as a function of 88 health indicators

description: Supplementary data and code for the paper "Sleep alterations as a function of 88 health indicators".
Data files
- comorbidity.xlsx: the proportion of participants reporting all possible combinations of two binary health indicators. Proportions are shown relative to participants with the condition. For example, 18.97% of participants with "Allergy" also have "Angina" and 18.73% also have "Asthma", while 34.35% of participants with "Angina" and 64.73% of those with "Asthma" also have "Allergy". Values for continuous health indicators are missing as comorbidity is not defined for these.
- descriptive statistics.xlsx: the distribution of "No", "Yes", and "Missing" responses for each of the medical conditions and medications in the dataset.
- Rotatable scatterplot.fig: an interactive, manually rotatable MATLAB .fig file depicting the contents of Figure 6.
- Rotating scatterplot.mp4: a video of an automatically rotating version of the former
DOI: 10.6084/m9.figshare.24552766
title: 20231114_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.24552766.v1
title: 20231114_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.24552751
title: Garraf_centroid_distances_new.csv

description: Changes in plant distribution species after 20 consecutive years of partial rainfall exclusion.
DOI: 10.6084/m9.figshare.24552160.v1
title: Article - MPS-Sampling

description: The data about the article of MPS-Sampling.MPS-Samping: data of the analysis from MPS-Sampling.There are two directories, one for GTDB and one for RiboDB.inputgenome_index.csvoutput4.MPS_results_directorye_value_1e-05_cov_mode_0_min_cov_0.8_min_seq_id_0.6delta_X: there is a directory for each delta from {0.05, 0.1, ... , 0.95, 1}.MPS_links.csv: A file with two columns, containing the link between each original genome (first column) and its MPS-representative (second column).MPS_representatives.csv: A file with one column, contain the MPS-representatives chosen by MPS-Sampling.phylogeny: data about the phylogenetic inference.There are four datasets: Bacillaceae, Bacterial backbone, Enterobacteriaceae and Lactobacillaceae. For each dataset, there are two files:concat_cleaned.fst: the supermatrix used for the phylogenetic inference.FastTree_iTOL.nw: the inferred phylogeny, as it was used on iTOL.
DOI: 10.5519/qd.tajg54b2
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (383217 records)
DOI: 10.6073/pasta/5bd42d218697e9c0c6da93c2e66a29e2
title: Canopy Trimming Experiment (CTE) litterbag invertebrate counts and weights data

description: Identification, number and dry weight of invertebrates recovered from each litterbag.
DOI: 10.5281/zenodo.10118976
title: SOME CHARACTERISTICS OF WORD SEMANTIC SPECIFICATIONS IN FRENCH AND UZBEKI LANGUAGES
DOI: 10.5281/zenodo.10118977
title: SOME CHARACTERISTICS OF WORD SEMANTIC SPECIFICATIONS IN FRENCH AND UZBEKI LANGUAGES
DOI: 10.5281/zenodo.10119006
title: COMPLEX SENTENCE WITH PARENTHESIS INSERT COMPONENT IN THE LANGUAGE AND ITS LINGUOCULTUROLOGICAL FEATURES
DOI: 10.5281/zenodo.10119007
title: COMPLEX SENTENCE WITH PARENTHESIS INSERT COMPONENT IN THE LANGUAGE AND ITS LINGUOCULTUROLOGICAL FEATURES
DOI: 10.5281/zenodo.10118972
title: resultado_de_partidos

description: Dataset de resultado de partidos entre el DOMINGO, 24 SEPTIEMBRE 2023 y el LUNES, 13 NOVIEMBRE 2023Registro=["Fecha","Liga","Equipo1","Equipo2","Resultado"]
DOI: 10.5281/zenodo.10118973
title: resultado_de_partidos

description: Dataset de resultado de partidos entre el DOMINGO, 24 SEPTIEMBRE 2023 y el LUNES, 13 NOVIEMBRE 2023Registro=["Fecha","Liga","Equipo1","Equipo2","Resultado"]
DOI: 10.5281/zenodo.10119015
title: GENERAL LINGUISTIC APPROACH TO THE SYNTACTIC SUBSYSTEM OF LANGUAGE AND ITS UNITS
DOI: 10.5281/zenodo.10119014
title: GENERAL LINGUISTIC APPROACH TO THE SYNTACTIC SUBSYSTEM OF LANGUAGE AND ITS UNITS
DOI: 10.25345/c5h708b1v
title: MassIVE MSV000093380 - Cell-selective proteomics reveal novel effectors secreted by an obligate intracellular bacterial pathogen
title: Pathogenic bacteria secrete protein effectors to hijack host machinery and remodel their infectious niche. Rickettsia spp. are obligate intracellular bacteria that can cause life-threatening disease, but their absolute dependence on the host cell environment has impeded discovery of rickettsial effectors and their host targets. We implemented bioorthogonal non-canonical amino acid tagging (BONCAT) during R. parkeri infection to selectively label, isolate, and identify secreted effectors. As the first use of BONCAT in an obligate intracellular bacterium, our screen more than doubles the number of experimentally validated effectors for R. parkeri. The novel secreted rickettsial factors (Srfs) we identified include Rickettsia-specific proteins of unknown function that localize to the host cytoplasm, mitochondria, and ER. We further show that one such effector, SrfD, interacts with the host Sec61 translocon. Altogether, our work uncovers a diverse set of previously uncharacterized rickettsial effectors and lays the foundation for a deeper exploration of the host-pathogen interface.
DOI: 10.34740/kaggle/dsv/6959248
title: Mahanagar Yatayat Transport Dataset
DOI: 10.34740/kaggle/dsv/6959268
title: MoviesDatasets
DOI: 10.5281/zenodo.10119037
title: IMPORTANCE OF MODERN PEDAGOGICAL TECHNOLOGIES IN TEACHING PHONETICS IN HIGHER EDUCATIONAL INSTITUTIONS
DOI: 10.5281/zenodo.10119038
title: IMPORTANCE OF MODERN PEDAGOGICAL TECHNOLOGIES IN TEACHING PHONETICS IN HIGHER EDUCATIONAL INSTITUTIONS
DOI: 10.5281/zenodo.10119048
title: PARTICULARITES DE L'ENSEIGNEMENT DES ECOLIERS A LA LANGUE FRANCAISE