cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5258/soton/d2359
title: Data Set FSBI Paper 1 - The future of marine fisheries management and conservation in the United Kingdom

description: Dataset for FSBI Briefing Paper 1 - Marine Policy. Numerical data in Excel Spreadsheet format. The dataset contains: 1. Sheet 1: Total annual landings of demersal fish by the home fleet into English and Welsh ports between 1906 and 2019. 2. Sheet 2: Number of Fishermen employed. 3. Sheet 3: Number of "Distant Water" trawlers greater than 140ft length and Landings (tonnes '000s) by "Distant Water" trawlers greater than 140 ft in length. 4. Sheet 4: Landings and values for specific species. 5. Sheet 5: TAC as a proportion of SSB against year
DOI: 10.22021/bbldntz202303
title: The Linked Open British National Bibliography – Books. 1950/2023-03 – N-Triples
DOI: 10.22021/bbldrdfz202303
title: The Linked Open British National Bibliography – Books. 1950/2023-03 – RDF/XML
DOI: 10.5281/zenodo.7740080
title: Small Object Aerial Person Detection Dataset

description: <strong>Small Object Aerial Person Detection Dataset:</strong> The aerial dataset publication comprises a collection of frames captured from unmanned aerial vehicles (UAVs) during flights over the University of Cyprus campus and Civil Defense exercises. The dataset is primarily intended for people detection, with a focus on detecting small objects due to the top-view perspective of the images. The dataset includes annotations generated in popular formats such as YOLO, COCO, and VOC, making it highly versatile and accessible for a wide range of applications. Overall, this aerial dataset publication represents a valuable resource for researchers and practitioners working in the field of computer vision and machine learning, particularly those focused on people detection and related applications. Subset Images People Training 2092 40687 Validation 523 10589 Testing 521 10432 It is advised to further enhance the dataset so that random augmentations are probabilistically applied to each image prior to adding it to the batch for training. Specifically, there are a number of possible transformations such as geometric (rotations, translations, horizontal axis mirroring, cropping, and zooming), as well as image manipulations (illumination changes, color shifting, blurring, sharpening, and shadowing).
DOI: 10.5281/zenodo.7740081
title: Small Object Aerial Person Detection Dataset

description: <strong>Small Object Aerial Person Detection Dataset:</strong> The aerial dataset publication comprises a collection of frames captured from unmanned aerial vehicles (UAVs) during flights over the University of Cyprus campus and Civil Defense exercises. The dataset is primarily intended for people detection, with a focus on detecting small objects due to the top-view perspective of the images. The dataset includes annotations generated in popular formats such as YOLO, COCO, and VOC, making it highly versatile and accessible for a wide range of applications. Overall, this aerial dataset publication represents a valuable resource for researchers and practitioners working in the field of computer vision and machine learning, particularly those focused on people detection and related applications. Subset Images People Training 2092 40687 Validation 523 10589 Testing 521 10432 It is advised to further enhance the dataset so that random augmentations are probabilistically applied to each image prior to adding it to the batch for training. Specifically, there are a number of possible transformations such as geometric (rotations, translations, horizontal axis mirroring, cropping, and zooming), as well as image manipulations (illumination changes, color shifting, blurring, sharpening, and shadowing).
DOI: 10.22021/bsldrdfz202303
title: The Linked Open British National Bibliography – Serials. 1950/2023-03 – RDF/XML
DOI: 10.22021/bsldntz202303
title: The Linked Open British National Bibliography – Serials. 1950/2023-03 – N-Triples
DOI: 10.22021/bcldntz202303
title: The Linked Open British National Bibliography – Forthcoming Books. 2023-03 – N-Triples
DOI: 10.25502/90r6-w310/d
title: Cassava storage root yield as affected by planting stake orientation, and the origin of the stake within the mother plant stake in SW Nigeria

description: The aim of this investment is to verify best planting practices for cassava and achieve impact at smallholder level at scale through agronomic decision support and tailored advice on simple low cost agronomic measures. Research results will be integrated with the AKILIMO service for smallholder cassava growers, so that these benefit the wider research-and-development community involved in agronomy-at-scale.
DOI: 10.22021/bcldrdfz202303
title: The Linked Open British National Bibliography – Forthcoming Books. 2023-03 – RDF/XML
DOI: 10.17028/rd.lboro.22559917
title: Supplementary information files for An open-source platform for 3D-printed redox flow battery test cells

description: Supplementary files for article An open-source platform for 3D-printed redox flow battery test cells <br> The development of new, large-scale stationary energy storage technologies, such as redox flow batteries, is vital to fully utilise renewable energy resources. However, test cells capable of assisting in this development can be prohibitively expensive and unreliable. Here, an open-source, low-cost, customisable 3D-printed test cell is presented as an alternative. These newly developed cells are designed to be printable using affordable desktop 3D-printers and readily available polymers. A simulation-led design optimisation yielded an improved internal manifold geometry that demonstrated improved real-world performance. The polymers used have been tested for chemical compatibility and through the use of advanced X-ray micro-CT, optimised parameters for 3D-printing have been identified. This framework provides a straightforward process enabling researchers to produce robust cells at an extremely low cost, helping to democratise research and widen accessibility to flow electrochemistry.
DOI: 10.17028/rd.lboro.22559917.v1
title: Supplementary information files for An open-source platform for 3D-printed redox flow battery test cells

description: Supplementary files for article An open-source platform for 3D-printed redox flow battery test cells <br> The development of new, large-scale stationary energy storage technologies, such as redox flow batteries, is vital to fully utilise renewable energy resources. However, test cells capable of assisting in this development can be prohibitively expensive and unreliable. Here, an open-source, low-cost, customisable 3D-printed test cell is presented as an alternative. These newly developed cells are designed to be printable using affordable desktop 3D-printers and readily available polymers. A simulation-led design optimisation yielded an improved internal manifold geometry that demonstrated improved real-world performance. The polymers used have been tested for chemical compatibility and through the use of advanced X-ray micro-CT, optimised parameters for 3D-printing have been identified. This framework provides a straightforward process enabling researchers to produce robust cells at an extremely low cost, helping to democratise research and widen accessibility to flow electrochemistry.
DOI: 10.5281/zenodo.7702019
title: Data set for "Light-driven peristaltic pumping by an actuating splay-bend strip"

description: Data set for all the experiments included in the main part of the text and in the supplementary information, together with the Mathematica notebook including all the theoretical and numerical calculations.
DOI: 10.5281/zenodo.7702020
title: Data set for "Light-driven peristaltic pumping by an actuating splay-bend strip"

description: Data set for all the experiments included in the main part of the text and in the supplementary information, together with the Mathematica notebook including all the theoretical and numerical calculations.
DOI: 10.5258/soton/d2386
title: Dataset in support of the Southampton Doctoral thesis 'The application of sedimentary ancient DNA analysis to archaeological sediments for the reconstruction of palaeoenvironments'

description: SedaDNA Plant and Mammal Data Metabarcoding plant and mammal DNA data before post-identification filtering for Blick Mead, Martlesham and Killerby.
DOI: 10.17031/642d3f56599ba
title: Selected regions CPR diatoms 2020_2022

description: Zip folder containing two Excel files containing CPR data for Western English Channel (2W to 7W, 48 to 51N) and southern North Sea (51 to 54N, 1E to 5/6E) 2000 to 2020
sample level data (each sample being 1 row, equating to approx. 10 nautical miles of tow, 3m3 of filtered seawater), for all diatoms. For each taxa, blank cells indicate not counted, values indicate abundance (according to standard CPR methodology, see Richardson et al. 2006, Prog in Oceanog 68. 27-74), zero values are absence of taxon. The excel file consists of samples in rows, with the following information in columns - A: sample id B:midpoint of sample latitude in decimal degrees C:midpoint of sample longitude in decimal degrees D:midpoint of sample local date and time E:sample year F: sample month G: Phytoplankton Colour Index H: Total Diatoms I onwards: taxa. Taxa numbers can be matched to names on taxa list tab.
DOI: 10.6084/m9.figshare.22559959
title: SH2db

description: SH2db is an open-source database that aims to catalogue the structural information on SH2 domains in a way that is useful for medicinal chemists and structural biologists.
DOI: 10.6084/m9.figshare.22559959.v1
title: SH2db

description: SH2db is an open-source database that aims to catalogue the structural information on SH2 domains in a way that is useful for medicinal chemists and structural biologists.
DOI: 10.5519/qd.5vhynk55
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (21 records)
DOI: 10.5519/qd.toh4hrwe
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (18 records)
DOI: 10.25934/pr00006504.0
title: Available IPD datapackage for study 'A Multicenter, Placebo-Controlled, Parallel-Design, Dose-Response Evaluation of the Safety and Efficacy of Lamotrigine as Add-On Therapy in Epileptic Outpatients with Partial Seizures'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.5281/zenodo.7801590
title: Petersson Sjögren et al 2023 Biotrak Data Hyltemossa

description: Biotrak data collected at the Hyltemossa research station in Sweden between 6 Oct 2020 and 1 Apr 2022.
DOI: 10.5281/zenodo.7143114
title: Data set for phase-field studies of K-feldspar dissolution through etch-pit formation

description: The numerical data in this repository consists of the simulation data of K-feldspar dissolution through etch-pit formation. The simulations were performed using the software package named "Pace3D". The data is organized, the way it appears in the figures (only, those figures, where simulation data is rquired) in the manuscript and the folders are named accordingly. The intermediate growth stage simulation data were translated from Pace3D output data format to VTK data format. Using open-source software tools such as Paraview, the VTK files can be examined. Each subfolder's data files are likewise compressed (*.gz file extension). Data must be decompressed for visualization (e.g. with gzip, 7zip).
DOI: 10.25345/c5vh5ct71
title: MassIVE MSV000091645 - Torin1_Exposure_Metabolomics_RawData
title: untargeted metabolomics data (HILIC method on 6530) and lipidomics data (RPLC method on 6560). B = blank, C = control, E = exposure to torin1, QC = pooled quality control
DOI: 10.6084/m9.figshare.22358599.v3
title: SPIRIT Checklist of Protocol of Efficacy and safety of mizoribine in comparison with cyclophosphamide for treatment of lupus nephritis: a multi-center, open-label, randomized controlled trial

description: This is a completed SPIRIT checklist of the protocol. Protocol of Efficacy and safety of mizoribine in comparison with cyclophosphamide for treatment of lupus nephritis: a multi-center, open-label, randomized controlled trial have fully adhered to the SPIRIT reporting guidelines.
DOI: 10.6084/m9.figshare.22559914
title: Isotope data in precipitation, soil water and groundwater in China's Loess Plateau

description: The dataset provides some hydrochemistry, dual sulfate isotope, 14C age data from reference in precipitation, soil water, unconfined and confined water in China's Loess Plateau.
DOI: 10.6084/m9.figshare.22559914.v1
title: Isotope data in precipitation, soil water and groundwater in China's Loess Plateau

description: The dataset provides some hydrochemistry, dual sulfate isotope, 14C age data from reference in precipitation, soil water, unconfined and confined water in China's Loess Plateau.
DOI: 10.4121/20260932
title: Data underlying the publication: Estimating the Occurrence of Slow Slip Events and Earthquakes with an Ensemble Kalman Filter

description: Time series from perfect model experiments of an Ensemble Kalman Filter over a 1D model producing slow-slip events and earthquakes. The observations are shear stress and velocity at a single location aqay from the fault. The time series include the evolution of the shear stress, velocity and state theta at the fault and at the observation location. The prior, perturbed observations and posterior of every analysis step of the data assimilation are provided.
DOI: 10.4121/20260932.v1
title: Data underlying the publication: Estimating the Occurrence of Slow Slip Events and Earthquakes with an Ensemble Kalman Filter

description: Time series from perfect model experiments of an Ensemble Kalman Filter over a 1D model producing slow-slip events and earthquakes. The observations are shear stress and velocity at a single location aqay from the fault. The time series include the evolution of the shear stress, velocity and state theta at the fault and at the observation location. The prior, perturbed observations and posterior of every analysis step of the data assimilation are provided.
DOI: 10.5281/zenodo.7801273
title: Contextual dataset from a Public Service Media

description: Dataset from a Public Service Media (PSM) whose users are not logged in. Thus, this leads to a pure cold-start problem where each interaction is viewed as an isolated event.
DOI: 10.5281/zenodo.7801272
title: Contextual dataset from a Public Service Media

description: Dataset from a Public Service Media (PSM) whose users are not logged in. Thus, this leads to a pure cold-start problem where each interaction is viewed as an isolated event.
DOI: 10.5281/zenodo.7801452
title: Temperature and plants disease simulation to 2038

description: In this datasets we combined temperatures data broken down by NUTS Level 3 from 1989 to 2018 (link to data: https://doi.org/10.5281/zenodo.5789430) with disease observed in laboratory from scientists of the University of Torin (link to data: https://doi.org/10.5281/zenodo.6323408). We computed the prediction of temperature using an LSTM algorithm to year 2038 and we associated the result with plant disease evolution observed in the laboratory. The main purpose of this project is to better understand possible scenario related to increasing of temperatures and plant disease spreading.
DOI: 10.5281/zenodo.7801451
title: Temperature and plants disease simulation to 2038

description: In this datasets we combined temperatures data broken down by NUTS Level 3 from 1989 to 2018 (link to data: https://doi.org/10.5281/zenodo.5789430) with disease observed in laboratory from scientists of the University of Torin (link to data: https://doi.org/10.5281/zenodo.6323408). We computed the prediction of temperature using an LSTM algorithm to year 2038 and we associated the result with plant disease evolution observed in the laboratory. The main purpose of this project is to better understand possible scenario related to increasing of temperatures and plant disease spreading.
DOI: 10.5517/ccdc.csd.cc23ldrw
title: CCDC 1954108: Experimental Crystal Structure Determination

description: Related Article: Xue Li, Heyun Sheng, Qiuling Song|2023|Org.Lett.|25|2113|doi:10.1021/acs.orglett.3c00539
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.cc23ldsx
title: CCDC 1954109: Experimental Crystal Structure Determination

description: Related Article: Xue Li, Heyun Sheng, Qiuling Song|2023|Org.Lett.|25|2113|doi:10.1021/acs.orglett.3c00539
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: 10.25502/c9jq-w968/d
title: Cassava storage root yield as affected by planting stake orientation, and variety in two sites in SW Nigeria

description: The aim of this investment is to verify best planting practices for cassava and achieve impact at smallholder level at scale through agronomic decision support and tailored advice on simple low cost AGRONOMIC measures. Research results will be integrated with the AKILIMO service for smallholder cassava growers, so that these benefit the wider research-and-development community involved in agronomy-at-scale.
DOI: 10.6084/m9.figshare.22560037
title: SourceData

description: The data were corresponding to the Figures in article titled <em><strong>Compositing Effects for High Thermoelectric Performance of Cu2Se-Based Materials</strong></em>.
DOI: 10.6084/m9.figshare.22560037.v1
title: SourceData of Compositing Effects for High Thermoelectric Performance of Cu2Se-Based Materials

description: The data were corresponding to the Figures in article titled <em><strong>Compositing Effects for High Thermoelectric Performance of Cu2Se-Based Materials</strong></em>.
DOI: 10.6084/m9.figshare.22560037.v2
title: SourceData

description: The data were corresponding to the Figures in article titled <em><strong>Compositing Effects for High Thermoelectric Performance of Cu2Se-Based Materials</strong></em>.
DOI: 10.6084/m9.figshare.22560115
title: Data for Takahashi et al., 2023: 'Polarization of magnetospheric ULF waves excited by an interplanetary shock on 27 February 2014' Submitted to JGR Space Physics.

description: The data to make each of the figures are provided as IDL save files which can be opened with the 'restore' command.
DOI: 10.5519/qd.i3kh3aq3
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (10 records)
DOI: 10.6084/m9.figshare.21896484
title: Antibiotics under our feet: investigating microbial sources of antibiotics in our urban soil samples

description: This dataset consists of a Krona chart visualisation of our bioinformatics results for our first six soil samples sent for DNA sequencing. The Krona chart was used to determine if microbes known to be sources of antibiotics were present in our soil samples. The two publications referenced below were used to obtain the names of such microbes. A spreadsheet of the results together with UK prescribing information from the BNF about the antibiotic drug arising from each microbes souce is included. An table to display the results was produced and is presented here in .mp4 video format that can be paused to view results for each soil sample. The data analysis for this part of the "Antibiotics under our feet" was carried out in collaboration with a Nuffield Research Placement student at the University of St Andrews during the summer of 2022. The Nuffield project protocol with instructions for analysing the Krona chart to gather data is included. <strong>References:</strong> Matthew I Hutchings, Andrew W Truman, Barrie Wilkinson, Antibiotics: past, present and future, Current Opinion in Microbiology, Volume 51, 2019, Pages 72-80, ISSN 1369-5274, https://doi.org/10.1016/j.mib.2019.10.008 (https://www.sciencedirect.com/science/article/pii/S1369527419300190) Procópio, Rudi & Silva, Ingrid & Martins, Mayra & Azevedo, Joao & Araújo, Janete. (2012). Antibiotics produced by Streptomyces. The Brazilian journal of infectious diseases : an official publication of the Brazilian Society of Infectious Diseases. 16. 466-71. 10.1016/j.bjid.2012.08.014.
DOI: 10.6084/m9.figshare.21896484.v1
title: Antibiotics under our feet: investigating microbial sources of antibiotics in our urban soil samples

description: This dataset consists of a Krona chart visualisation of our bioinformatics results for our first six soil samples sent for DNA sequencing. The Krona chart was used to determine if microbes known to be sources of antibiotics were present in our soil samples. The two publications referenced below were used to obtain the names of such microbes. A spreadsheet of the results together with UK prescribing information from the BNF about the antibiotic drug arising from each microbes souce is included. An table to display the results was produced and is presented here in .mp4 video format that can be paused to view results for each soil sample. The data analysis for this part of the "Antibiotics under our feet" was carried out in collaboration with a Nuffield Research Placement student at the University of St Andrews during the summer of 2022. The Nuffield project protocol with instructions for analysing the Krona chart to gather data is included. <strong>References:</strong> Matthew I Hutchings, Andrew W Truman, Barrie Wilkinson, Antibiotics: past, present and future, Current Opinion in Microbiology, Volume 51, 2019, Pages 72-80, ISSN 1369-5274, https://doi.org/10.1016/j.mib.2019.10.008 (https://www.sciencedirect.com/science/article/pii/S1369527419300190) Procópio, Rudi & Silva, Ingrid & Martins, Mayra & Azevedo, Joao & Araújo, Janete. (2012). Antibiotics produced by Streptomyces. The Brazilian journal of infectious diseases : an official publication of the Brazilian Society of Infectious Diseases. 16. 466-71. 10.1016/j.bjid.2012.08.014.
DOI: 10.34740/kaggle/dsv/5320549
title: YouTube Daily