cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.11583/dtu.23608605.v1
title: Footprint of Danish bottom-towed fisheries in the Danish EEZ for 2012-2020

description: These raster layers (.tif) represents the annual average fishing intensity of Danish bottom-towed fishing gears, over the years 2012-2020 in the Danish Economic Exclusive Zone (EEZ). We have provided gear-specific layers, and a layer of all gears combined. A total of 11 fishing gears are included: - Otter trawlers targeting Sandeel (OT_SAN) - Otter trawlers targeting Norway lobster (OT_NEP) - Otter trawlers targeting Norway Pout (OT_NOP) - Otter trawlers targeting Deep-water shrimp (OT_PAN) - Otter trawlers targeting Small pelagic fish (OT_SPF) - Otter trawlers targeting Demersal fish (OT_DMF) - Beam trawlers targeting Demersal fish (TBB_DMF) - Beam trawlers targeting Brown shrimp (TBB_CRU) - Dredges targeting mussles (DRB_MOL) - Danish (anchor) seines targeting Demersal fish (SDN_DMF) - Scottish seines targeting Demersal fish (SSC_DMF) <br> Data from the Vessel Monitoring System (VMS), the Automatic Identification System (AIS), and the Black Box (BB) system were combined with electronic logbook data to determine fishing activity location (see van der Reijden et al (2023) DOI:10.1016/j.marenvres.2023.105935 for a more detailed description). From that, overall fishing intensity was determined as the Swept Area Ratio (SAR), which should be interpreted as the number of times the raster cell is fished per year. A SAR-value lower than 1 means that the raster cell is not completely fished; a value higher than 1 means that the raster cell has been fished completely (and even more frequently) than once a year. Find more information, including a visual example of the SAR-calculation here: https://ono.dtuaqua.dk/DDFAM/ (under the tab "Information"). The fishing intensity is presented in 6 classes: &gt;&gt; 0 - 0.1 &gt;&gt; 0.1 - 0.5 &gt;&gt; 0.5 - 1 &gt;&gt; 1 - 5 &gt;&gt; 5 - 10 &gt;&gt; 10+ <br> The raster layers have a spatial resolution of 100 x 100 meter and are saved in the ETRS89 UTM32 projection (EPSG: 25832). Note that the fishing data in this raster layer has been restricted to the Danish EEZ; it does not mean that Danish fisheries are not active in foreign waters.
DOI: 10.6084/m9.figshare.23626737
title: Helianthemum songaricum and Helianthemum ordosicum.snp.vcf

description: <em>Helianthemum songaricum</em> and<em> Helianthemum ordosicum</em> SNPs obtained by GBS method. 66 individuals of <em>Helianthemum songaricum </em>were sampled in the Yili Valley, Xinjiang, China; 15 individuals of <em>Helianthemum songaricum</em> were sampled in Ming Kush Valley, Naryn, Kyrgyzstan, and 13 individuals of <em>Helianthemum ordosicum</em> were sampled in western Ordos Plateau, Inner Mongolia, China.
DOI: 10.5517/ccdc.csd.cc2c7xcx
title: CCDC 2182349: Experimental Crystal Structure Determination

description: Related Article: Jinmin Gao, Shaonan Liu, Chen Zhou, Darwin Lara,Yike Zou, Yang Hai|2023|Nat. Catal.|6|476|doi:10.1038/s41929-023-00963-y
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.cc2c7xfz
title: CCDC 2182351: Experimental Crystal Structure Determination

description: Related Article: Jinmin Gao, Shaonan Liu, Chen Zhou, Darwin Lara,Yike Zou, Yang Hai|2023|Nat. Catal.|6|476|doi:10.1038/s41929-023-00963-y
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.cc2c92wn
title: CCDC 2183481: Experimental Crystal Structure Determination

description: Related Article: Jinmin Gao, Shaonan Liu, Chen Zhou, Darwin Lara,Yike Zou, Yang Hai|2023|Nat. Catal.|6|476|doi:10.1038/s41929-023-00963-y
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.cc2c92xp
title: CCDC 2183482: Experimental Crystal Structure Determination

description: Related Article: Jinmin Gao, Shaonan Liu, Chen Zhou, Darwin Lara,Yike Zou, Yang Hai|2023|Nat. Catal.|6|476|doi:10.1038/s41929-023-00963-y
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.cc2cjl9t
title: CCDC 2190686: Experimental Crystal Structure Determination

description: Related Article: Jinmin Gao, Shaonan Liu, Chen Zhou, Darwin Lara,Yike Zou, Yang Hai|2023|Nat. Catal.|6|476|doi:10.1038/s41929-023-00963-y
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.cc2d7w1l
title: CCDC 2212099: Experimental Crystal Structure Determination

description: Related Article: Jinqiang Lin, Fei Peng, Mo Xie, Jiuxu Xia, Xiaoyong Chang, Chao Zou, Wei Lu|2023|Inorg.Chem.|62|10077|doi:10.1021/acs.inorgchem.2c04159
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.cc2d7w3n
title: CCDC 2212101: Experimental Crystal Structure Determination

description: Related Article: Jinqiang Lin, Fei Peng, Mo Xie, Jiuxu Xia, Xiaoyong Chang, Chao Zou, Wei Lu|2023|Inorg.Chem.|62|10077|doi:10.1021/acs.inorgchem.2c04159
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: 10.5258/soton/d2682
title: Dataset in support of the Southampton doctoral thesis 'The role of extracellular vesicle miRNA released in response to influenza A virus'

description: This dataset is supporting the Southampton doctoral thesis 'The role of extracellular vesicle miRNA released in response to influenza A virus'. in this dataset there is a miRNA_hsa_counts.raw.txt which shows the data reflecting the extracellular vesicles that were isolated from BCi either uninfected (n=5) or IAV infected at 3,600,000 IU/ml for 24 hours (n=5). EVs were isolated by filtration and size exclusion chromatography from the apical surface wash of air-liquid interface differentiated BCi. The EV miRNA profile was then sequenced, and reads were mapped to miRBase.
DOI: 10.5281/zenodo.7787401
title: scNCL transfers labels from scRNA-seq to scATAC-seq data with neighborhood contrastive regularization

description: Data used in our manuscript. 'scNCL_data' folder contains gene expression data (with protein) and gene activitiy data (with protein). 'GLUE_data' folder contains gene expression data and raw chromatin accessibility data. 'HFA-resampling' folder contains multiple independent sampling of HFA-subset dataset. 'Accuray on HFA-subsets.xlsx' file contains accuray results of all compared methods on HFA-subsets datasets.
DOI: 10.5281/zenodo.7787402
title: scNCL transfers labels from scRNA-seq to scATAC-seq data with neighborhood contrastive regularization

description: Data used in our manuscript. 'scNCL_data' folder contains gene expression data (with protein) and gene activitiy data (with protein). 'GLUE_data' folder contains gene expression data and raw chromatin accessibility data.
DOI: 10.5281/zenodo.8093359
title: scNCL transfers labels from scRNA-seq to scATAC-seq data with neighborhood contrastive regularization

description: Data used in our manuscript. 'scNCL_data' folder contains gene expression data (with protein) and gene activitiy data (with protein). 'GLUE_data' folder contains gene expression data and raw chromatin accessibility data. 'HFA-resampling' folder contains multiple independent sampling of HFA-subset dataset.
DOI: 10.5281/zenodo.8116087
title: scNCL transfers labels from scRNA-seq to scATAC-seq data with neighborhood contrastive regularization

description: Data used in our manuscript. 'scNCL_data' folder contains gene expression data (with protein) and gene activitiy data (with protein). 'GLUE_data' folder contains gene expression data and raw chromatin accessibility data. 'HFA-resampling' folder contains multiple independent sampling of HFA-subset dataset. 'Accuray on HFA-subsets.xlsx' file contains accuray results of all compared methods on HFA-subsets datasets.
DOI: 10.5281/zenodo.8085726
title: Probono - Systematic Review - Energy-related behaviours of building occupants.

description: This database covers the relevant literature on energy-related behaviours of building occupants, based on a systematic interrogation of existing research from 2018-2022. Data is collected and presented on the study location, research method, building type and type of occupants, occcupants behaviour, etc. This dababase allows for investigating where occupant behaviours are likely to be most prevalent and targetable for future research in Probono.
DOI: 10.5281/zenodo.8085727
title: Probono - Systematic Review - Energy-related behaviours of building occupants.

description: This database covers the relevant literature on energy-related behaviours of building occupants, based on a systematic interrogation of existing research from 2018-2022. Data is collected and presented on the study location, research method, building type and type of occupants, occcupants behaviour, etc. This dababase allows for investigating where occupant behaviours are likely to be most prevalent and targetable for future research in Probono.
DOI: 10.6084/m9.figshare.22548736
title: Italian hydrogeological emergencies 2013-2022

description: This dataset collects tabular and geographical information about all hydrogeological disasters (landslides and floods) that occurred in Italy from 2013 to 2022 that caused such severe impacts to require the declaration of national-level emergencies. The severity and spatiotemporal extension of each emergency is characterized in terms of duration and timing, funds requested by local administrations, funds approved by the national government, and municipalities and provinces hit by the event (further subdivided between those included in the emergency and those not, depending on whether relevant impacts were ascertained).
DOI: 10.5258/soton/d2309
title: Dataset to support the Southampton Doctoral Thesis 'Peatlands on the mend: Using plant-microbe interactions to restore peatland structure and function'

description: Dataset to support the Southampton Doctoral Thesis 'Peatlands on the mend: Using plant-microbe interactions to restore peatland structure and function' Thesis chapter: Plant-microbe networks recover following long-term shifts in functional compositions. All data is collected from Store Mosse national park plant-removal experiment (Robroek et al., 2015 J. Ecology). Data consists of aboveground vegetation surveys and below-ground sequencing of 16S and ITS2 communities within peat soils. Along with the data are treatment table and taxonomic data for below-ground sequencing. A readme file is provided with information regarding each of the datasets.
DOI: 10.5281/zenodo.7523034
title: Updated SSP scenarios

description: Updated SSP scenarios and DICE results presented in Koch and Leimbach's (2022) paper: "SSP economic growth projections: major changes of key drivers in integrated assessment modelling"
DOI: 10.26186/147986
title: SI 1024 Banks Strait to Cape Barren, TAS. (HIPP) Bathymetry Acquisition (20210016S)

description: The Banks Strait to Cape Barren bathymetry survey was acquired for the Australian Hydrographic Office (AHO) onboard the MV Offshore Solution during the period 29 November 2021 – 19 April 2022. This was a contracted survey conducted for the Australian Hydrographic Office by Ocean Infinity Australia as part of the Hydroscheme Industry Partnership Program. The survey area encompases an area within Banks Strait to Cape Barren, Tasmania. Bathymetry data was acquired using a Kongsberg EM2040 MKII and a Kongsberg EM2040P, and processed using QPS Qimera processing software. The dataset was then exported as a 30m resolution, 32 bit floating point GeoTIFF grid of the survey area.This dataset is not to be used for navigational purposes.
DOI: 10.5258/soton/d2297
title: Dataset to support the Southampton Doctoral Thesis entitled Development of Methodological Platforms for Pre-Clinical Optimisation of Sclerotherapy

description: The dataset contains CFD animations corresponding to Chapter IV.4.2 of the thesis. Data depicts the multiphase injection of a sclerosing foam modelled as a compressible Herschel-Bulkley fluid into a horizontal tube (4.48 mm ID, 10 cm Length) with the continuous phase modelled as a Cross fluid resembling the rheological properties of human whole blood.
DOI: 10.5258/soton/d2313
title: Supporting data for the journal article "Targeted design of porous materials without strong, directional interactions'"

description: The dataset contains: predicted molecular conformers and crystal structures for TSCl, as part of the study published as "Targeted design of porous materials without strong, directional interactions"
DOI: 10.5281/zenodo.8116161
title: Data Engineering Project1

description: The project aims to manipulate the diabetes data set.
DOI: 10.5281/zenodo.8116160
title: Data Engineering Project1

description: The project aims to manipulate the diabetes data set.
DOI: 10.6084/m9.figshare.23627700
title: <strong>Getting Personal: Brain Decoding of Spontaneous Thought Using Personal Narratives</strong>

description: The fMRI and behavioral data, predictive models, and codes that were used in training and testing predictive models and generating main findings and figures will be shared upon publication.
DOI: 10.6084/m9.figshare.23627700.v1
title: <strong>Getting Personal: Brain Decoding of Spontaneous Thought Using Personal Narratives</strong>

description: The fMRI and behavioral data, predictive models, and codes that were used in training and testing predictive models and generating main findings and figures will be shared upon publication.
DOI: 10.5281/zenodo.34211
title: Data From "Linked Coupled Cluster Monte Carlo"

description: We consider a new formulation of the stochastic coupled cluster method in terms of the similarity transformed Hamiltonian. We show that improvement in the granularity with which the wavefunction is represented results in a reduction in the critical population required to correctly sample the wavefunction for a range of systems and excitation levels and hence leads to a substantial reduction in the computational cost. This development has the potential to substantially extend the range of the method, enabling it to be used to treat larger systems with excitation levels not easily accessible with conventional deterministic methods.
DOI: 10.5291/ill-data.6-07-34
title: Water dynamics in mesoporous with periodically alternating surface interaction
DOI: 10.5281/zenodo.292336
title: Accurate Modeling Of Plasma Acceleration With Arbitrary Order Pseudo-Spectral Particle-In-Cell Methods

description: This is supplementary material to the publication  "Accurate modeling of plasma acceleration with arbitrary order pseudo-spectral particle-in-cell methods" by S. Jalas et. al.

Particle in Cell (PIC) simulations are a widely used tool for the investigation of both laser- and beam-driven plasma acceleration. It is a known issue that the beam quality can be artificially degraded by numerical Cherenkov radiation (NCR) resulting primarily from an incorrectly modeled dispersion relation. Pseudo- spectral solvers featuring infinite order stencils can strongly reduce NCR – or even suppress it – and are therefore well suited to correctly model the beam properties. For efficient parallelization of the PIC algorithm, however, localized solvers are inevitable. Arbitrary order pseudo-spectral methods provide this needed locality. Yet, these methods can again be prone to NCR. Here, we show that acceptably low solver orders are sufficient to correctly model the physics of interest, while allowing for parallel computation by domain decomposition.

The given script can be run with the open source particle in cell codes FBPIC (https://github.com/fbpic/fbpic) and Warp (https://bitbucket.org/berkeleylab/warp)

The produced data is conformant with the openPMD standard (openpmd.org) and can be analysed for example with the openPMD-viewer (https://github.com/openPMD/openPMD-viewer).
DOI: 10.5281/zenodo.894325
title: Ab-Initio Molecular Dynamics Trajectories Of Fully Hydrated Tio2 Surfaces

description: This data set contains trajectories of ab-initio molecular dynamics simulations of TiO<sub>2</sub> surfaces in water described in the paper:

L.Agosta, E.G.Brandt and A.P.Lyubartsev<br>
"Diffusion and reaction pathways of water near fully hydrated TiO<sub>2</sub> surfaces from ab initio molecular dynamics",<br>
J.Chem.Phys., 147, 024704 (2107)   doi: http://dx.doi.org/10.1063/1.4991381

Trajectories of 6 fully hydrated TiO2 surfaces are stored under respective names. Each trajectory file contains 50 ps of simulation with frames saved every 0.0005 ps. Format: PDB, gzipped.
DOI: 10.6084/m9.figshare.3759300
title: A story of the stone

description: A Story of the Stone is a masterpiece of Chinese vernacular literature and one of the four greatest Chinese classical novels. It is remarkable not only for its huge cast of characters and psychological scope, but also for its precise and detailed observation of life and social structures in the 18th century China. It was written over approximately 55<br>10 years from 1749 to 1759. However, it was published anonymously until the 20th century, so there is some debate as to the author contributions. Currently, the 1st to 80th chapters are attributed to Xueqin Cao, and the remaining chapters are attributed to E Gao.Our contribution is, we collect the e-version from the website http://www.hongloumengs.cn/ and integrate the separated chapters into a single file. And we replace the full stop in traditional Chinese (a small circle) with the English full stop.The material is used to detect long-rang correlations embedded in sentence series.
DOI: 10.14278/rodare.939
title: Example Project Plan generated by HELIPORT

description: This dataset contains the metadata for an example project generated using the project export button in our prototype scientific project lifecycle and workflow management system HELIPORT (HELmholtz ScIentific Project WORkflow PlaTform). The metadata schema is still under development and this entry will be updated to reflect further developments.
DOI: 10.15131/shef.data.14390495
title: FCS and contact angle data for thin film polymer systems undergoing a glass transition

description: Raw data for fluorescence correlation spectroscopy of PEO molecules adsorbed onto different thin polymer films (poly alkyl methacrylates and polystyrene).Also include are contact angle measurements of PPMA films heated through the glass transition temperature.
DOI: 10.17188/1317032
title: Materials Data on H6PbCI3N by Materials Project

description: CH3NH3PbI3 is Orthorhombic Perovskite structured and crystallizes in the orthorhombic Pnma space group. The structure is three-dimensional and consists of four methylammonium molecules and one PbI3 framework. In the PbI3 framework, Pb2+ is bonded to six I1- atoms to form corner-sharing PbI6 octahedra. The corner-sharing octahedra tilt angles range from 12–29°. There are two shorter (3.25 Å) and four longer (3.26 Å) Pb–I bond lengths. There are two inequivalent I1- sites. In the first I1- site, I1- is bonded in a distorted linear geometry to two equivalent Pb2+ atoms. In the second I1- site, I1- is bonded in a bent 150 degrees geometry to two equivalent Pb2+ atoms.
DOI: 10.5258/soton/d1492
title: Dataset for: Nano-second exciton-polariton lasing in organic microcavities

description: The experimental dataset used to create the figures in the paper A Putintsev, A Zasedatelev, KE McGhee, T Cookson, K Georgiou, D Sannikov, DG Lidzey, PG Lagoudakis, (2020). Nano-second exciton-polariton lasing in organic microcavities
DOI: 10.5281/zenodo.50089
title: Nimrod Growth Rates (1/S) By Finite Element Poly_Degree (Columns) And Case From "The Impact Of Collisionality, Flr And Parallel Closure Effects On Instabilities In The Tomakak Pedestal: Numerical Studies With The Nimrod Code”

description: NIMROD growth rates (1/s) by finite element poly_degree (columns) and case from "The Impact of Collisionality, FLR and Parallel Closure Effects on Instabilities in the Tomakak Pedestal: Numerical Studies with the NIMROD code” as submitted to Physics of Plasmas
DOI: 10.6084/m9.figshare.21625079
title: Global Integrated and Homogenized Solar surface Radiation Datasets

description: The globally integrated and homogenized solar surface radiation dataset includes the homogenized SSR dataset (SSRIH<sub>grid</sub>) and the AI-reconstructed SSR dataset (SSRIH<sub>20CR</sub>). SSRIH<sub>grid</sub> is a 5°×5° homogenized global monthly SSR anomalies dataset. SSRIH<sub>20CR</sub> is a 5°×2.5° full-coverage monthly land (except for Antarctica) SSR anomalies reconstructed dataset based on the 20CRv3 AI model.