cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8310406
title: Brainseg of Colombian Adolescents Offenders

description: # Brain Structures Segmentation Dataset ## Overview This dataset focuses on the segmentation of brain structures, particularly distinguishing between two groups. It provides detailed metrics on various brain regions and structures for each user. The users in this dataset are categorized into two distinct groups and are primarily of Colombian Adolescent Offenders. ## Dataset Details - **users**: Unique identifier for each participant.<br> - **group**: Categorization of the participants into one of two groups.<br> - **age**: Age of the participants.<br> - **etiv**: Estimated Total Intracranial Volume. ### Brain Regions Metrics: - Cerebral White Matter (Both Left and Right)<br> - Lateral Ventricle (Both Left and Right)<br> - Inferior Lateral Ventricle (Both Left and Right)<br> - Cerebellum White Matter (Both Left and Right)<br> - Cerebellum Cortex (Both Left and Right)<br> - Thalamus (Both Left and Right)<br> - Caudate (Both Left and Right)<br> - Putamen (Both Left and Right)<br> - Pallidum (Both Left and Right)<br> - 3rd Ventricle<br> - 4th Ventricle<br> - Brain Stem<br> - Hippocampus (Both Left and Right)<br> - Amygdala (Both Left and Right)<br> - Cerebrospinal Fluid (CSF)<br> - Accumbens area (Both Left and Right)<br> - Ventral Diencephalon (Both Left and Right)<br> - Choroid Plexus (Both Left and Right)<br> - WM Hypointensities ### Cortical Metrics: (For both left hemisphere - `lh` and right hemisphere - `rh`) - Caudal Anterior Cingulate<br> - Caudal Middle Frontal<br> - Cuneus<br> - Entorhinal<br> - Fusiform<br> - Inferior Parietal<br> - Inferior Temporal<br> - Isthmus Cingulate<br> - Lateral Occipital<br> - Lateral Orbitofrontal<br> - Lingual<br> - Medial Orbitofrontal<br> - Middle Temporal<br> - Parahippocampal<br> - Paracentral<br> - Pars Opercularis<br> - Pars Orbitalis<br> - Pars Triangularis<br> - Pericalcarine<br> - Postcentral<br> - Posterior Cingulate<br> - Precentral<br> - Precuneus<br> - Rostral Anterior Cingulate<br> - Rostral Middle Frontal<br> - Superior Frontal<br> - Superior Parietal<br> - Superior Temporal<br> - Supramarginal<br> - Transverse Temporal<br> - Insula ## Usage This dataset is intended for research purposes, particularly in the field of neuroscience, behavioral studies, and any relevant interdisciplinary studies focusing on brain structure variations among adolescent offenders. ## License Please ensure to cite this dataset when used for research or academic purposes. The licensing details are attached to the dataset package.<br> Sánchez-Torres, G., Leal, N., & Pino, M. (XXXX). Data-Driven Analysis of MRI Scans: Exploring Brain Structure Variations in Colombian Adolescent Offenders. Data - MDPI. Volume(XX), pages XX-XX.
DOI: 10.5281/zenodo.8310401
title: Robust Table Integration in Data Lakes: From Integrable Set Discovery to Multi-Tuple Conflict Resolution

description: Benmarks for the paper Robust Table Integration in Data Lakes: From Integrable Set Discovery to Multi-Tuple Conflict Resolution
DOI: 10.5281/zenodo.8310400
title: Robust Table Integration in Data Lakes: From Integrable Set Discovery to Multi-Tuple Conflict Resolution

description: Benmarks for the paper Robust Table Integration in Data Lakes: From Integrable Set Discovery to Multi-Tuple Conflict Resolution
DOI: 10.21227/hfhj-jv03
title: SCADA  data for a traction systen

description: The SCADA system collects data from a Traction Sub-Station (25kV) it has paramaeters like Voltage, Current, Real power, Reactive Power and Power factor for both up and down lines. A SCADA (Supervisory Control and Data Acquisition) system is commonly used in traction systems for various modes of transportation, such as trains, trams, and subways. These systems help in monitoring and controlling the traction system's critical components to ensure safe and efficient operations. Monitoring and Control: The primary function of a SCADA system in a traction system is to monitor and control various components, including Traction Substations: SCADA systems monitor the status of traction substations, which supply power to the trains or trams. Operators can remotely control these substations to adjust power supply as needed.Overhead Lines or Third Rails: The system can monitor the condition of overhead lines or third rails, which provide electrical power to the vehicles. It can detect faults or issues and respond accordingly.Switches and Signals: SCADA systems monitor track switches and signals, allowing operators to control their positions and ensure safe routing for trains.Vehicle Position and Speed: They track the location and speed of trains in real-time using sensors, allowing operators to manage schedules and respond to emergencies.Energy Management: SCADA systems optimize energy consumption by managing power distribution and regenerative braking, helping reduce energy costs and environmental impact.
DOI: 10.6084/m9.figshare.24038925.v2
title: Article Raw Data and Supplementary Files

description: Raw data for the results in the article, including 16s rRNA sequences, strain full gene sequences.
DOI: 10.25345/c5xd0r784
title: MassIVE MSV000092809 - NASA gut microbiome metaproteomics
title: The stool samples were first aliquoted to microtubes with wet weight around 20-30mg, and added with 200ul of SDS buffer (5%SDS, 100mM Tris-HCl, pH8.0), 10mM TCEP and 40mM CAA, and boiled at 95C for 10min. The samples were centrifuged at 13000rpm for 30min, and supernatants were collected for protein digestion, which was performed following the Suspension Trapping (STrap) protocol using in-house packed filters as described previously. The digests were desalted using C18 based StageTip. For LC-MS/MS analysis, a nanoLC system coupled with FAIMS Pro interface and Orbitrap Eclipse mass spec was used. MaxQuant and Andromeda software suite were used for proteome identification and quantitation. [doi:10.25345/C5F47H431] [dataset license: CC0 1.0 Universal (CC0 1.0)]
DOI: 10.5281/zenodo.8122883
title: Improving UAV-SfM photogrammetry for modeling high-relief terrain image collection strategies and ground control quantity

description: This is data for the paper "Improving UAV-SfM photogrammetry for modeling high-relief terrain image collection strategies and ground control quantity". (<strong>DOI: </strong>https://doi.org/10.1002/esp.5665) This data is openly available, provided the original work is properly cited. The unzip Password can be found on the original paper in ESPL.
DOI: 10.5281/zenodo.8122882
title: Improving UAV-SfM photogrammetry for modeling high-relief terrain image collection strategies and ground control quantity

description: This is data for the paper "Improving UAV-SfM photogrammetry for modeling high-relief terrain image collection strategies and ground control quantity". (<strong>DOI: </strong>https://doi.org/10.1002/esp.5665) This data is openly available, provided the original work is properly cited. The unzip Password can be found on the original paper in ESPL.
DOI: 10.6084/m9.figshare.24076773
title: Urban Building Livability Assessment Based on Multi-Source Data -- A Case Study of Beijing

description: Multiple data sources for urban building livability assessment
DOI: 10.6084/m9.figshare.24076773.v1
title: Urban Building Livability Assessment Based on Multi-Source Data -- A Case Study of Beijing

description: Multiple data sources for urban building livability assessment
DOI: 10.13139/ornlnccs/1996925
title: ORNL_AISD_DL-HLgap

description: This dataset provides supplementary molecular dataset of "Deep Learning Workflow for the Inverse Design of Molecules with Specific Optoelectronic Properties". The dataset comprises three main directories such as "GDB-9_dataset", "Low_HL_Gap_dataset", and "High_HL_Gap_dataset" which individually has csv files, smiles_txt files, pdb files and xyz files containing information of molecular structures, properties and coordinates generated from deep learning workflow using generative model, surrogate model and DFTB calculation results. GDB-9_dataset contains the molecular data extracted from the original GDB-9 dataset with additional data of DFTB HL gap, surrogate HL gap and molecular property analysis. (the number of atoms, aromaticity and double bond equivalent) Low_HL_Gap_dataset and High_HL_Gap_dataset contains series of dataset for different generations with further split to train and test dataset that were obtained from the iterative workflow described in the manuscript. Additional directory "Chemiscope_visualization" in "Low_HL_Gap_dataset" directory contains compressed json files to visualize molecules using chemiscope.org page or application to help readers examine generated molecules.
DOI: 10.57931/1997000
title: Modeling the U.S. Western Electric Interconnection to Understand the Consequences of Hydrometeorological Extremes and Options for Risk Mitigation

description: Electricity grid operators around the world face a dual challenge; withstanding increasingly severe weather and the longer term impacts of climate change, while simultaneously decarbonizing. Extreme weather events such as heat waves and droughts are rising in both severity and frequency, which is threatening the reliability of electricity grids through increased demand, generation capacity losses, and equipment failures. Consequently, incorporating hydrometeorological stressors into computational power systems analysis is becoming an even more critical tool in long term planning and short term operations. However, there is a general lack of open-source customizable grid simulation software capable of exhaustively stress testing the grid under hydrometeorological uncertainty, and/or examining potential risk mitigation pathways. A related, persistent challenge for power system modelers is striking an appropriate balance between model fidelity (e.g. spatial scale and time resolution) and computational tractability (wall clock run-time). In this study, we are proposing a solution to this problem with open-source software that allows users to seamlessly customize the scale and track the accuracy of grid operations models. Our approach allows users to search over numerous model parameters (network topology, mathematical formulation, economic hurdle rates, and transmission line scaling) to identify model instantiations that accommodate experimental design. Further, we use this approach to demonstrate the importance of including extreme weather events in model validation and model selection. Focusing on the occurrence of heatwaves and droughts in the U.S. Western Interconnection, we examine role of extreme events in balancing tradeoffs between model fidelity and run-time at the model design stage.
DOI: 10.5281/zenodo.8310483
title: Indonesia Text Simplification Dataset

description: This is a dataset for Indonesian text simplification. Dataset input is provided by Liputan6 dataset (Koto et. al., 2020) and referenced by the id attribute as a document number, and the sentence_index attribute as the sentence position inside the corresponding document. The dataset consists of 95 sentences with four cases: relative clauses (30), appositions (14), conjoined clauses (in complex sentences; 30), and anaphora (26). Notice that these cases are not mutually exclusive. There are 33 sentences that don’t handle these cases.
DOI: 10.5281/zenodo.8310482
title: Indonesia Text Simplification Dataset

description: This is a dataset for Indonesian text simplification. Dataset input is provided by Liputan6 dataset (Koto et. al., 2020) and referenced by the id attribute as a document number, and the sentence_index attribute as the sentence position inside the corresponding document. The dataset consists of 95 sentences with four cases: relative clauses (30), appositions (14), conjoined clauses (in complex sentences; 30), and anaphora (26). Notice that these cases are not mutually exclusive. There are 33 sentences that don’t handle these cases.
DOI: 10.6084/m9.figshare.21830853
title: Proximal determinants of suboptimal early child development during the first three years of life in socially deprived Mexican contexts

description: Under the request of PlosONE and in order to contribute to transparency and replicability of research, the authors of the study entitled “Proximal determinants of suboptimal early child development during the first three years of life in socially deprived Mexican contexts”, made the data available. Any other use than exploring or replicating the results of the above-mentioned paper is not authorized and shall not be used without the previous authorization of the investigators. If you are interested in analyzing this database for original research purposes please contact Edson Serván Mori (eservan@insp.mx).
DOI: 10.6084/m9.figshare.21830853.v2
title: Proximal determinants of suboptimal early child development during the first three years of life in socially deprived Mexican contexts

description: Under the request of PlosONE and in order to contribute to transparency and replicability of research, the authors of the study entitled “Proximal determinants of suboptimal early child development during the first three years of life in socially deprived Mexican contexts”, made the data available. Any other use than exploring or replicating the results of the above-mentioned paper is not authorized and shall not be used without the previous authorization of the investigators. If you are interested in analyzing this database for original research purposes please contact Edson Serván Mori (eservan@insp.mx).
DOI: 10.6084/m9.figshare.21830853.v1
title: Proximal determinants of suboptimal early child development during the first three years of life in socially deprived Mexican contexts

description: Under the request of PlosONE and in order to contribute to transparency and replicability of research, the authors of the study entitled “Proximal determinants of suboptimal early child development during the first three years of life in socially deprived Mexican contexts”, made the data available. Any other use than exploring or replicating the results of the above-mentioned paper is not authorized and shall not be used without the previous authorization of the investigators. If you are interested in analyzing this database for original research purposes please contact Edson Serván Mori (eservan@insp.mx).
DOI: 10.6084/m9.figshare.24064206
title: Supplemental Materials

description: Supplemental data for: Causation of systemic inflammatory regulators and osteoporotic traits: A two-sample Mendelian randomization study. Uploaded August 31, 2023.
DOI: 10.6084/m9.figshare.24064206.v1
title: Supplemental Materials

description: Supplemental data for: Causation of systemic inflammatory regulators and osteoporotic traits: A two-sample Mendelian randomization study. Uploaded August 31, 2023.
DOI: 10.6084/m9.figshare.24064206.v2
title: Supplemental Materials

description: Supplemental data for: Causation of systemic inflammatory regulators and osteoporotic traits: A two-sample Mendelian randomization study. Uploaded August 31, 2023.
DOI: 10.5281/zenodo.8310466
title: Comparison of Acidity and Chemical Composition of Summertime Cloud Water and Aerosol at an Alpine Site in Northwest China: Implication for Elevated pH of Cloud

description: Low molecular weight organic acids and water-soluble ion data of Cloud water and PM2.5 samples in Mt. Hua
DOI: 10.5281/zenodo.8310465
title: Comparison of Acidity and Chemical Composition of Summertime Cloud Water and Aerosol at an Alpine Site in Northwest China: Implication for Elevated pH of Cloud

description: Low molecular weight organic acids and water-soluble ion data of Cloud water and PM2.5 samples in Mt. Hua
DOI: 10.21227/kjap-qj34
title: The Experimental Data Sets of the paper “Communication Topology Reconstruction for a Three-Dimensional Persistent Formation with Fault Constraints”

description: According to the different proportion of agent loss and link loss in faults, five experimental data sets are designed. Among them, the fault type corresponding to data set A is agent loss where the proportion of link loss in faults is 0%, the fault type of data set B, C and D is agent & link loss where the proportion of link loss in faults is 25%, 50% and 75% respectively, and the fault type of data set E is link loss where the proportion of link loss in faults is 100%. In each experimental data set, experimental instances are generated under different number of agents, formation shape, and fault ratio. Specifically, the number of agents is 20, 30, 40, and 50 respectively, 5 different formation shapes are randomly generated in the area of 5000×5000×5000 under the same number of agents, and the fault ratio is 0.05, 0.10, 0.15, 0.20, 0.25, 0.30, 0.35, 0.40, 0.45, and 0.50 respectively. Therefore, the total number of experimental instances is 5×4×5×10 = 1000. Specifically, the fault ratio under agent loss is the ratio of the number of agents suffering agent loss to the number of all agents in the initial optimal communication topology, the fault ratio under link loss is the ratio of the number of communication links suffering link loss to the number of all communication links in the initial optimal communication topology, and the fault ratio under agent & link loss is the sum of fault ratio under agent loss and fault ratio under link loss, where the fault ratio under agent loss is equal to the fault ratio under link loss.
DOI: 10.34740/kaggle/dsv/6402184
title: Pakistan Population Dataset
DOI: 10.6084/m9.figshare.24076899
title: Quantification of nocturnal water use and its composition in a <i>Eucalyptus urophylla ×E. grandis</i> plantation on the Leizhou Peninsula, South China

description: Data collected at the Zhanjiang Eucalyptus Plantation Ecosystem Research Station (21°16′N,110°05′E) in Leizhou Peninsula, Guangdong, China.The data included diurnal and nocturnal water use data, sapwood area data, nocturnal sap flow and nocturnal meteorological factors for <i>E. urophylla × E. grandis</i>, nocturnal sap flow and corresponding meteorological data during the nocturnal stem saturation period, nocturnal stem refilling and increase in diameter at breast height (DBH), and average diameter at breast height (DBH) data for the monitored trees.
DOI: 10.6084/m9.figshare.24076899.v1
title: Quantification of nocturnal water use and its composition in a <i>Eucalyptus urophylla ×E. grandis</i> plantation on the Leizhou Peninsula, South China

description: Data collected at the Zhanjiang Eucalyptus Plantation Ecosystem Research Station (21°16′N,110°05′E) in Leizhou Peninsula, Guangdong, China.The data included diurnal and nocturnal water use data, sapwood area data, nocturnal sap flow and nocturnal meteorological factors for <i>E. urophylla × E. grandis</i>, nocturnal sap flow and corresponding meteorological data during the nocturnal stem saturation period, nocturnal stem refilling and increase in diameter at breast height (DBH), and average diameter at breast height (DBH) data for the monitored trees.
DOI: 10.5281/zenodo.8310572
title: SC-Track analysis Demo Dataset

description: The demo dataset of SC-Track, more information see https://github.com/chan-labsite/SC-Track
DOI: 10.5281/zenodo.8310571
title: SC-Track analysis Demo Dataset

description: The demo dataset of SC-Track, more information see https://github.com/chan-labsite/SC-Track
DOI: 10.34740/kaggle/dsv/5918879
title: Taxi trip fare prediction
DOI: 10.34740/kaggle/dsv/5987205
title: prompts
DOI: 10.5281/zenodo.8310625
title: table

description: table data
description: china anhui province wuhu city hengdahuafu building 11 flat 302
DOI: 10.5281/zenodo.8310624
title: table

description: table data
description: china anhui province wuhu city hengdahuafu building 11 flat 302
DOI: 10.6084/m9.figshare.24077202
title: Supplementary Material for: Transcirculation Approach for Matricidal Carotid Cavernous Aneurysm - Not a Good Choice. A Case Report of Unsuccessful Endovascular Treatment of Matricidal Carotid Cavernous Aneurysm.

description: Matricidal carotid cavernous aneurysms (CCAs) are rare and dangerous condition. The treatment failure of endovascular approach like flow divertion, coiling or stent-coiling is relatively high with considerable morbidity and mortality. Transcirculation approach is an alternative treatment option, but, in case of matricidal CCAs, the results are not well documented in the literature. The authors present a complicated case of an unsuccessful transcirculation approach for matricidal CCA finally treated with sacrifice of parent artery and high-flow bypass.
DOI: 10.6084/m9.figshare.24077199
title: FGI guiding questions.

description: Guiding questions used during the focus group interviews.Themes from the research outcome.
DOI: 10.6084/m9.figshare.24077199.v1
title: FGI guiding questions.

description: Guiding questions used during the focus group interviews.Themes from the research outcome.
DOI: 10.6084/m9.figshare.21286647
title: Diet and mitonuclear haplotype interactions affect growth rate in a slime mould

description: Using a panel of six slime mould mitonuclear strains, we show that the growth rate of <em>P. polycephalum</em> is generally higher on diets containing more carbohydrates than protein. Three-way interactions between mitochondrial, nuclear haplotypes and dietary P:C ratios affected the strains' surface area of growth but not biomass. And, the strains did not increase their surface area and biomass when they had access to all diets on the buffet menu, compared to a set menu where they had access to one type of diet.
DOI: 10.6084/m9.figshare.21286647.v2
title: Diet and mitonuclear haplotype interactions affect growth rate in a slime mould

description: Using a panel of six slime mould mitonuclear strains, we show that the growth rate of <em>P. polycephalum</em> is generally higher on diets containing more carbohydrates than protein. Three-way interactions between mitochondrial, nuclear haplotypes and dietary P:C ratios affected the strains' surface area of growth but not biomass. And, the strains did not increase their surface area and biomass when they had access to all diets on the buffet menu, compared to a set menu where they had access to one type of diet.
DOI: 10.6084/m9.figshare.21286647.v1
title: Diet and mitonuclear haplotype interactions affect growth rate in a slime mould

description: Using a panel of six slime mould mitonuclear strains, we show that the growth rate of <em>P. polycephalum</em> is generally higher on diets containing more carbohydrates than protein. Three-way interactions between mitochondrial, nuclear haplotypes and dietary P:C ratios affected the strains' surface area of growth but not biomass. And, the strains did not increase their surface area and biomass when they had access to all diets on the buffet menu, compared to a set menu where they had access to one type of diet.
DOI: 10.5517/ccdc.csd.cc29wm83
title: CCDC 2141705: Experimental Crystal Structure Determination

description: Related Article: Wei-Jung Chiu, Ting-Yen Chu, Indrajeet J. Barve, Chung-Ming Sun|2023|Org.Lett.|25|6246|doi:10.1021/acs.orglett.3c01739
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.cc2bxczm
title: CCDC 2172231: Experimental Crystal Structure Determination

description: Related Article: Wei-Jung Chiu, Ting-Yen Chu, Indrajeet J. Barve, Chung-Ming Sun|2023|Org.Lett.|25|6246|doi:10.1021/acs.orglett.3c01739
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.