cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17635/lancaster/researchdata/387
title: Macronutrient (TC, TN and TP) concentrations and time series of rainfall, discharge and suspended sediment concentrations of 2018 and 2019

description: Data set of water level (h in m), discharge (q in m3sec-1) with upper and lower 95%-CI, turbidity (turb in FTU), suspended sediment concentration (tss in mg L-1) with upper and lower 95%-CI, rainfall (R in mm per 10 minutes), total nitrogen (TN in %), total carbon (TC in %), CN ratio (%) and total phosphorus (TP in g kg-1).
DOI: 10.17635/lancaster/researchdata/388
title: Mid-infrared Type-II InAs/InAsSb Quantum Wells Integrated on Silicon

description: Optical (Photoluminescence) and structural (XRD, TEM, AFM) data from InAs/InAsSb Quantum wells grown on silicon as presented in the manuscript.
DOI: 10.17635/lancaster/researchdata/418
title: IRD_Cortex_dataset(2021) CC BY-NC

description: Recent Distractor Dataset CC BY-NCDescription
DOI: 10.17635/lancaster/researchdata/394
title: COVID-19 Arabic tweets

description: There are two files that contain COVID-19 Arabic tweets. The first one has 1048575 tweets ID's. The second one has 2000 labeled tweets. They labeled with 1, -1 , and 0 to represent false information, correct information, and unrelated content, respectively.
DOI: 10.17635/lancaster/researchdata/419
title: Slot request data for a coordinated airport

description: Processed airline slot request data for an IATA slot coordinated airport. Due to confidentiality concerns, supporting data cannot be made openly available. For further information, please contact the Research Data Management Team.Description
DOI: 10.17635/lancaster/researchdata/152
title: The Effect of Permanent Employment on Absenteeism: Evidence from Labour
      Reforms in Spain.

description: The current paper uses Spanish Longitudinal Labour Force Survey data
      1996-2008. Links to data used in the related paper are provided in the
      attached document
DOI: 10.17635/lancaster/researchdata/395
title: The Acceptability of Lotteries in Allocation Problems

description: The dataset generated by a pilot experiment described in the WP linked. We study the acceptability of random allocation mechanisms on an Amazon Mechanical Turk experiment in April and May 2020. On top of the dataset, the code used to treat the raw data and to reach the results presented in the working paper is available.Description
DOI: 10.17635/lancaster/researchdata/423
title: WRF-Chem model output for APEC temporal and sectoral emission controls

description: PM2.5 surface concentrations from WRF-Chem model sensitivity experiments used in the study published in Atmospheric Chemistry and Physics (https://doi.org/10.5194/acp-2020-814) are stored in four different files. Data from the inner-most model domain (North China Plain, D03) are stored. The four files contain: 1. pulseruns-surfacepm25.nc Results from one-day emission controls over Beijing, Near-Neighbourhood (NN) and Far-Neighbourhood (FN) with 20 different start and end dates as indicated in the variable names. The 24-hour controls were implemented from the 17th hour to the 40th hour in each run to reflect midnight to midnight controls in Beijing local time. The first 16 hours and the last 8 hours of these results were discarded to provide a 5-day time-series used in the analysis. 2. zerooutruns--surfacepm25.nc Results from continuous reduction (switching-off) of one emission sector at a time. The reductions were applied from the 17th hour of 20th October onwards in UTC time coordinates. The particular sector removed is indicated in the name of each variable. ind, pow, tran, res, NN and FN refer to industrial, power generation, transportation, residential, Near-Neighbourhood and Far-Neighbourhood respectively. 3. perturbationruns1-30-surfacepm25.nc 4. perturbationruns31-60-surfacepm25.nc Results from 60 simultaneous emission-perturbation runs. The perturbations were applied from the 17th hour of 20th October in UTC time coordinates. The corresponding emission perturbations for run 1 to run 60 are provided in Table S2 in the supplementary material of the published paper. Description
DOI: 10.17635/lancaster/researchdata/153
title: Human respiratory metagenomes, technical validation data

description: The FastQC analysis on the respiratory metagenomes in BioProject PRJNA351779
DOI: 10.17635/lancaster/researchdata/397
title: Collisionless shock acceleration in the corona of an ICF pellet with possible application to ion fast ignition

description: Input file for data shown in the article "Collisionless shock acceleration in the corona of an ICF pellet with possible application to ion fast ignition" by E. Boella et al.Description
DOI: 10.17635/lancaster/researchdata/400
title: Data extraction table for PD literature searches for minds and movement project.
DOI: 10.17635/lancaster/researchdata/155
title: TWEETHER Future Generation W-band Backhaul and Access Network Technology

description: Paper Presented at EUCNC 2017. Data of lens antenna simulated by 3D
      simulator and measured by Vector Network analyser. Measurements of chips
      on wafer.
DOI: 10.17635/lancaster/researchdata/427
title: Ageing dataset

description: This dataset contains experimental data gathered from 45 human participants. The signals recorded are EEG, fNIRS, ECG, respiration, room temperature, forehead temperature and blood flow (using laser Doppler flowmetry). In addition to the Matlab files, there is a png file showing the EEG fNIRS layout. The study protocols were approved by the Commission of the Republic of Slovenia for Medical Ethics or by the Faculty of Science and Technology Research Ethics Committee (FSTREC) at Lancaster University. Data were recorded at the Neurological Clinic, Ljubljana, Slovenia (22 participants, 10 male and 12 female, of which 12 are in the younger group (6 female and 6 male) and 10 are in the older group (6 female and 4 male)), or at the Nonlinear and Biomedical Physics Lab in Physics Department, Lancaster University, Lancaster, UK (23 participants, 9 male and 14 female, of which 9 are in the younger group (5 female and 4 male) and 14 are in the older group (9 female and 5 male)). Each participant sat comfortably in an armchair with their eyes open. The electroencephalogram (EEG) was recorded at 1kHz using a 16 channel system (V-Amp, Brain Products, Germany) and the functional near-infrared spectroscopy (fNIRS) operated at 31.25Hz with an 8 source/8 detector LED system (NIRScout, NIRx, Germany). An electrocardiogram (ECG) system with electrodes placed on each shoulder and the lower left rib acquired the heart rate, while a respiration belt wrapped around the subject’s chest recorded the respiration rate. The ECG, respiration effort, room temperature, and forehead temperature signals were recorded using Cardio Signal conditioning unit (IJS, Slovenia) at 1.2 KHz sampling frequency. Laser Doppler flowmetry (LDF, Moor Instruments, Axminster, Devon) was used to measure the blood flow to the left and right of the forehead. Each of the two LDF signals are sampled by 40 Hz . All signals were recorded simultaneously for around 30 minutes. All of the signals have been cut down to 25min continuous intervals. Same segments were selected for all simultaneously recorded signals, and usually the last 25 min were considered. In each MatLab file there are 45 cells. Each cell corresponds to a participant. Participants in cells 1-21 are younger (20-39 years old), while participants in cells 22-45 are older (56-77 years old). One older participant lacks ECG, respiration, blood flow or room temperature signals.Description
DOI: 10.17635/lancaster/researchdata/403
title: Measurements of a quantum dot thermometer using RF reflectometry

description: Data from the calibration and operation of a silicon quantum dot thermometer at temperatures between 10mK and 3K. The device is a silicon-on-insulator trigate accumulation-mode field-effect transistor from CEA/LETI-MINATEC, Grenoble, France. The device is measured using RF reflectometry to observe changes in its gate capacitance.Description
DOI: 10.17635/lancaster/researchdata/445
title: L. (Mundinia) martiniquensis: Classified Repeated Sequences

description: We identified and classified repeat regions in the polished assemblies using RepeatMasker and TEclass. Description
DOI: 10.17635/lancaster/researchdata/405
title: Data collected for iconicity word learning experiment, 2020

description: These data were collected from children attending mainstream and specialist schools to investigate the following research question: "Are children with autism more likely to retain object names when learning from colour photographs or black-and-white-cartoons?"Description
DOI: 10.17635/lancaster/researchdata/478
title: MemoryGuided_Brain_Sci(2021).

description: DataSet for Brain Sciences Paper 2021Description
DOI: 10.17635/lancaster/researchdata/442
title: Porcisia hertigi Raw Reads Quality Reports

description: This is a supplementary materials for the quality of raw reads for genome sequencing and assembly of Porcisia hertigiDescription
DOI: 10.17635/lancaster/researchdata/161
title: Brownian Dynamics - simulated data for NaChBac channels and mutants

description: Sef-consistent electrostatics BD simulations of Ca and Na currents and
      occupancies for generic model of calcium/sodium channels in dependence on
      fixed charge and bulk concenrtations
DOI: 10.17635/lancaster/researchdata/447
title: L. (Mundinia) orientalis: Mapped Reads in SAM and BAM Format

description: We mapped short reads onto long reads assembly scaffolds, to correct any errors, using minimap2 and SAMtools. this data set is the mapped reads in SAM and BAM format.Description
DOI: 10.17635/lancaster/researchdata/406
title: Glycolytic oscillations in cervical cancer HeLa cells

description: This dataset is the original data shown in Figure 1 of [1]. A cervical cancer cell line, HeLa, was cultured in a growth medium followed by glucose starvation, i.e. 24-h incubation in a starvation medium, under 5% CO2 and 37 °C with saturated humidity. The growth medium is composed of 89% high-glucose DMEM, 10% FBS, and 1% antibiotic-antibycotic. The starvation medium is composed of 89% no-glucose DMEM and 1% antibiotic-antibycotic with or without 10% FBS. The files ’data FBS+Glc-.csv’ and ’data FBS-Glc-.csv’ are the data for typical glycolytic oscillations in glucose starved HeLa cells with and without FBS starvation, respectively. [1] Takashi Amemiya, Kenichi Shibata, Yoshihiro Itoh, Kiminori Itoh, Masatoshi Watanabe, and Tomohiko Yamaguchi. Primordial oscillations in life direct observation of glycolytic oscillations in individual hela cervical cancer cells. Chaos, 27(10):104602, 2017.Description
DOI: 10.17635/lancaster/researchdata/450
title: L. (Mundinia) enrietti: Mapped Reads in SAM and BAM Format

description: We mapped short reads onto long reads assembly scaffolds, to correct any errors, using minimap2 and SAMtools. this data set is the mapped reads in SAM and BAM format.Description
DOI: 10.17635/lancaster/researchdata/451
title: L. (Mundinia) enrietti: Classified Repeated Sequences

description: We identified and classified repeat regions in the polished assemblies using RepeatMasker and TEclass.Description
DOI: 10.17635/lancaster/researchdata/411
title: Model magnetic field time series at Uranus' main satellites

description: This archive contains model time series for the magnetospheric magnetic field at the five main satellites (Miranda, Ariel, Umbriel, Titania, Oberon) at Uranus. The data are stored in the HDF5 container format and readers are available for many languages, including Python, Matlab and IDL. These data are licenced under CC-BY-4.0.Description
DOI: 10.17635/lancaster/researchdata/435
title: N14CP model outputs for UK

description: N14CP model outputs for 5x5km grid across the UK. Includes historic runs simulating up to 2020.Description
DOI: 10.15468/dl.42q8ms
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Calonyction aculeatum)"
 ]
}

 The dataset includes 120 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009564-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17635/lancaster/researchdata/457
title: L. (Mundinia) sp. Namibia: Classified Repeated Sequences

description: We identified and classified repeat regions in the polished assemblies using RepeatMasker and TEclass.Description
DOI: 10.17635/lancaster/researchdata/460
title: Porcisia hertigi: Classified Repeated Sequences

description: We identified and classified repeat regions in the polished assemblies using RepeatMasker and TEclass.Description
DOI: 10.17635/lancaster/researchdata/482
title: UWA3DII Dataset (Depth-ROI)

description: Read the below papers: 1- Rahmani et al., HOPC: Histogram of Oriented Principal Components of 3D Pointclouds for Action Recognition, ECCV 2014 2- Rahmani et al., Histogram of Oriented Principal Components for Cross-View Action Recognition, TPAMI 2016 Description
DOI: 10.17635/lancaster/researchdata/417
title: Ionospheric Electric Field Morphologies during Geomagnetic Storm Phases 2.0

description: Average high-latitude ionospheric convection and electric field morphologies during geomagnetic storm phases for the years 2010-2016 (using a storm list from Walach & Grocott, 2019, doi:10.1029/2019JA026816) and data from the Super Dual Auroral Radar Network. The maps were created at a 2-minute resolution in relation to the normalised median duration of each storm phase. The SuperDARN data was processed using the Radar Software Toolkit V4.2 (DOI: 10.5281/zenodo.1403226) and the line-of-sight measurements were gridded, merged and dayside padding was added. The spherical harmonic fitting used, was of 8th order. This is an ancillary dataset and the updated version of the dataset (DOI: 10.17635/lancaster/researchdata/344). Please see the manuscript for further details: "Average Ionospheric Electric Field Morphologies during Geomagnetic Storm Phases", by Walach et al., resubmitted to JGR: Space Physics, 2021.Description
DOI: 10.17635/lancaster/researchdata/173
title: Data set for Transport of modulation-doped Al0.2Ga0.8Sb/GaSb heterojunctions
DOI: 10.17635/lancaster/researchdata/420
title: ULTRARAM™: towards the development of a III-V semiconductor, non-volatile, random-access memory

description: Dataset of electrical measurements for ULTRARAM memory devices on GaAs substrate. Includes, S-D sweeps, retention and endurance.Description
DOI: 10.17635/lancaster/researchdata/466
title: Sub-THz wireless transport layer for ubiquitous high data rate

description: The data set contains the data for the three figures in the paper.Description
DOI: 10.5281/zenodo.17186482
title: Datasets for: Urban Heat Risk Mapping in New York City Using GIS and Fuzzy AHP-Based Multi-Indicator Analysis

description: This repository contains the raw input data and final processed datasets for the manuscript "Urban Heat Risk Mapping in New York City Using GIS and Fuzzy AHP-Based Multi-Indicator Analysis." The raw inputs include the NYC administrative boundaries and census-tract population data. The final processed outputs include the annual Heat Risk Index (HRI), normalized Land Surface Temperature (LST), and normalized Normalized Difference Vegetation Index (NDVI) raster files for New York City from 2013 to 2023. The raw Landsat 8 satellite imagery used to generate these outputs can be obtained from the USGS Earth Explorer, as detailed in the manuscript.
DOI: 10.5281/zenodo.17186481
title: Datasets for: Urban Heat Risk Mapping in New York City Using GIS and Fuzzy AHP-Based Multi-Indicator Analysis

description: This repository contains the raw input data and final processed datasets for the manuscript "Urban Heat Risk Mapping in New York City Using GIS and Fuzzy AHP-Based Multi-Indicator Analysis." The raw inputs include the NYC administrative boundaries and census-tract population data. The final processed outputs include the annual Heat Risk Index (HRI), normalized Land Surface Temperature (LST), and normalized Normalized Difference Vegetation Index (NDVI) raster files for New York City from 2013 to 2023. The raw Landsat 8 satellite imagery used to generate these outputs can be obtained from the USGS Earth Explorer, as detailed in the manuscript.
DOI: 10.17635/lancaster/researchdata/424
title: Nanoscale Real-Time Detection of Quantum Vortices at Millikelvin Temperatures

description: The data set corresponds to the figures (excluding schematics and images) in the associated publication. Data for each of the figures are clearly labelled, and fulfil EPSRC requirements. Full details of how the data was generated are given in the associated publication.Description
DOI: 10.17635/lancaster/researchdata/433
title: Research data for "Structures of bulk hexagonal post-transition-metal chalcogenides from dispersion-corrected density-functional theory"

description: Tarballs containing (i) CASTEP and (ii) VASP raw input and output files for bulk post-transition-metal chalcogenides.Description
DOI: 10.17635/lancaster/researchdata/437
title: L. (Mundinia) martiniquensis Raw Reads Quality Reports

description: This is a supplementary materials for the quality of raw reads for genome sequencing and assembly of Leishmania (Mundinia) martiniquensis. We used FastQC to check the sequence quality of Illumina short reads sequences and pycoQC to check the Nanopore long reads sequence quality. We also used MultiQC to output all sequence quality scores in one interactive report.Description
DOI: 10.17635/lancaster/researchdata/475
title: Behavioural data from mice without canonical circadian clocks

description: Four male (ID: 7609, 7648, 7666, 7667) and one female (ID: 7608) Per1-/-;Per2-/-;Per3-/- mice with hemizygous Nr1d1-luciferase transgene, ages 4-5 months old were used for this study. All mice were bred and group housed in a 12L:12D cycle. Circadian behaviour recordings were conducted in a light-tight ventilated box (Phenome Technologies, Skokie, IL, USA). The mice were singly housed in plastic cages (length×width×height: 29.5×11.5×12.0 cm) with running wheels (diameter: 11 cm) in constant darkness with ad libitum access to regular chow (2018 Teklad Global 18% Protein Rodent Diet; Harlan, Madison, WI, USA) and water throughout behaviour recordings for 272 days. Wheel revolutions were continuously recorded every minute by the ClockLab system (ver. 3.604, Actimetrics, Wilmette, IL, USA). For a small number of data points (0.09%) the PC recorded no value; this occurred at the same time for all mice and appears as NaN. Description
DOI: 10.17635/lancaster/researchdata/440
title: Leishmania (Mundinia) sp. Ghana Raw Reads Quality Reports

description: This is a supplementary materials for the quality of raw reads for genome sequencing and assembly of Leishmania (Mundinia) sp. Ghana. We used FastQC to check the sequence quality of Illumina short reads sequences and pycoQC to check the Nanopore long reads sequence quality. We also used MultiQC to output all sequence quality scores in one interactive report.Description
DOI: 10.17635/lancaster/researchdata/448
title: L. (Mundinia) orientalis: Classified Repeated Sequences

description: We identified and classified repeat regions in the polished assemblies using RepeatMasker and TEclass.Description
DOI: 10.15468/dl.evskae
title: Occurrence Download

description: A dataset containing 57217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus pinea"
 ]
}

 The dataset includes 57217 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009516-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17635/lancaster/researchdata/384
title: Cassini INCA equatorial ENA projections

description: This dataset contains equatorial projections of all energetic neutral atom observations of Saturn's magnetosphere obtained by the Cassini spacecraft's Ion and Neutral Camera (INCA). These are accompanied by the Python code which was used to generate them, as well as some Python code useful for loading the projections along with metadata and geometric information for further scientific analyses. More details on usage of the data are provided in the accompanying technical report by Bader, Kinrade et al. (2021), accessible at https://doi.org/10.1029/2020JA028908.Description
DOI: 10.17635/lancaster/researchdata/452
title: L. (Mundinia) enrietti: Functional Annotations

description: We annotated the assemblies using the MAKER2 annotation pipeline (version 2.31.10) over two rounds: 1) an evidence-based annotation round using EST, mRNA-seq and protein homology evidence from TriTrypDB (release-47) along with our repeat-masking output. The second round is an ab initio round using AUGUSTUS, with the pre-trained Leishmania tarentolae as the model organism. After completion of all annotation rounds, we assigned functional annotations from the Uniprot and Pfam databases using blast+ and InterProScan.Description
DOI: 10.17635/lancaster/researchdata/477
title: The real climate and transformative impact of ICT

description: This dataset includes the underlying data used for figures in the review article "The real climate and transformative impact of ICT: A critique of estimates, trends and regulations" (Freitag, C., Berners-Lee, M., Widdicks, K., Knowles, B., Blair, G., & Friday, A.). The data summarises peer-reviewed estimates for the greenhouse gas emissions from the ICT sector in the past and future. Figure 1 (Figure 1.csv): Estimates of ICT’s carbon footprint from studies published before 2015. Figure 2 (Figure 2.csv): Estimates for global ICT’s carbon footprint in 2015 and 2020. Note that for Malmodin and Lundén (2018) estimates, TV includes TV networks and other consumer electronics, whereas for the Andrae and Edler (2015) estimates, only TVs themselves and TV peripherals are included. Belkhir and Elmeligi (2018) did not include TVs. Malmodin and Lundén (2018)’s original estimates for the ICT and E&M sector includes paper media which we have excluded here. Figure 3 (Figure 3.csv): Proportional breakdown of ICT’s carbon footprint, excluding TV. Andrae and Edler (2015)’s Best Case is displayed because more recent analysis by the lead author suggest that this scenario is most realistic for 2020. Note that Malmodin’s estimate of the share of user devices is highest; this is mostly because Malmodin’s network and data centre estimates are lower than those of the other studies. Figure 4 (Figure 4.csv): Projections of ICT’s GHG emissions from 2020. Belkhir and Elmeligi (2018) judge their exponential scenario as most realistic while the linear growth scenario is more conservative and reflects the impact of mitigating actions be- tween now and 2040. Malmodin and Lundén (2018) did not make concrete estimates beyond 2020, but Malmodin suggests ICT’s carbon footprint in 2020 could halve by 2030—offering a 2030 estimate of 365 MtCO2e in a recent techUK talk (Malmodin, 2020). Belkhir requested their raw data was kept confidential, so it is not included in this .csv file. Figure 6 (Figure 6.csv): ICT emissions, assuming the 2020 level (adjusted for truncation error) remains stable until 2050, and global CO2 emissions reduced in line with 1.5◦C under scenario SSP2-19. We assume most of ICT’s emissions are from CO2 because a large proportion of its footprint is from electricity consumption and there are no agricultural components. The comparison to CO2 emissions was chosen because reliable budgets do not exist for GHG emissions at this point. Supplementary Material, Appendix: Figure B.1 (Figure B.1.csv): Andrae and Edler’s projections for GHG emissions from ICT by year.Description