cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/14452845.v2
title: Data underlying the publication : "A review of drought indices: predominance of drivers over impacts and the importance of local context"

description: This dataset has been used to determine the country of application of different drought related studies, focusing on both categories of drought indicators and drought impacts. There is a readme file inside providing more details.
DOI: 10.4121/19620093
title: Supporting data for the publication: "A tool for determining multiscale bedform characteristics from bed elevation data"

description: This dataset contains the data used to make Figure 4 in the publication 'A tool for determining multiscale bedform characteristics from bed elevation data' by Zomer et al. It includes properties of primary and secondary dunes in the river Waal. Per dune the following information is provided: x (Easting, in RD new coordinates; EPSG: 28992) and y (Northing), H (dune height), L (dune length), Lee (the lee slope in m/m), maxLee (the maximum lee slope in m/m), Stoss (stoss slope in m/m), and datenum (serial date number). The dataset includes text files and a matlab file (.mat). The latter is structured, so that dune properties are provided per bed elevation profile.
DOI: 10.4121/19620093.v2
title: Supporting data for the publication: "A tool for determining multiscale bedform characteristics from bed elevation data"

description: This dataset contains the data used to make Figure 4 in the publication 'A tool for determining multiscale bedform characteristics from bed elevation data' by Zomer et al. It includes properties of primary and secondary dunes in the river Waal. Per dune the following information is provided: x (Easting, in RD new coordinates; EPSG: 28992) and y (Northing), H (dune height), L (dune length), Lee (the lee slope in m/m), maxLee (the maximum lee slope in m/m), Stoss (stoss slope in m/m), and datenum (serial date number). The dataset includes text files and a matlab file (.mat). The latter is structured, so that dune properties are provided per bed elevation profile.
DOI: 10.4121/19620093.v1
title: Supporting data for the publication 'A new tool to define multiscale bedform characteristics from bed elevation data'

description: This dataset contains the data used to make Figure 4 in the publication 'A new tool to define multiscale bedform characteristics from bed elevation data' by Zomer et al. It includes properties of primary and secondary dunes in the river Waal. Per dune the following information is provided: x (Easting, in RD new coordinates; EPSG: 28992) and y (Northing), H (dune height), L (dune length), Lee (the lee slope in m/m), maxLee (the maximum lee slope in m/m), Stoss (stoss slope in m/m), and datenum (serial date number). The dataset includes text files and a matlab file (.mat). The latter is structured, so that dune properties are provided per bed elevation profile.
DOI: 10.4121/20343012
title: Hyperspectral dataset and associated MATLAB scripts supplementary to the paper 'Towards Robust River Plastic Detection: Combining Lab and Field-based Hyperspectral Imagery'

description: This database is the supplementary material of Tasseron et al., (2022): 'Towards Robust River Plastic Detection: Combining Lab and Field-based Hyperspectral Imagery' [Submitted and currently under review], preprint available online at https://doi.org/10.31223/X5RW7V. The dataset contains raw images, MATLAB scripts used for training classifier algorithms, trained pipelines, required toolboxes and labelled training datasets used in subsequent analyses.
DOI: 10.5519/qd.uf04fvsm
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (52940 records)
DOI: 10.15124/63f43299-ec63-4573-a26a-6f481a735cda
title: Data from the paper "Principal molecular axis and transition dipole moment orientations in liquid crystal systems: an assessment based on studies of guest anthraquinone dyes in a nematic host"

description: The data provided relate to the paper "Principal molecular axis and transition dipole moment orientations in liquid crystal systems: an assessment based on studies of guest anthraquinone dyes in a nematic host" by Mark T. Sims, Laurence C. Abbott, Stephen J. Cowling, John W. Goodby and John N. Moore*, published in PCCP. Additional funding via EPSRC DTA Studentship project, EP/J500598/1.
DOI: 10.15124/0a493b85-9e02-4b0d-9104-ff922cbd8fa5
title: MD input files from the paper "Principal molecular axis and transition dipole moment orientations in liquid crystal systems: an assessment based on studies of guest anthraquinone dyes in a nematic host"

description: The MD input files provided relate to the paper "Principal molecular axis and transition dipole moment orientations in liquid crystal systems: an assessment based on studies of guest anthraquinone dyes in a nematic host" by Mark T. Sims, Laurence C. Abbott, Stephen J. Cowling, John W. Goodby and John N. Moore*, published in PCCP. Additional funding via EPSRC DTA Studentship project, EP/J500598/1. These md input files were embargoed during the period of EPSRC grant EP/M020584/1, which built on work reported in this paper, in case intellectual property arose from the data.
DOI: 10.15124/a433aa41-f1fa-40f6-96dc-7b0e6f5963eb
title: A Hyperpolarizable 1H Magnetic Resonance Probe for Signal Detection 15 Minutes after Spin Polarization Storage

description: Data for NMR measurments
DOI: 10.17638/datacat.liverpool.ac.uk/1842
title: The time course information about the pea seeds germination

description: Time course analysis of weight of seed, thickness of seed coat and seed diameter in 40 hours after seed soaked in water. And the timing of the emergence of critical indicators during the germination of 10 seeds.
DOI: 10.5281/zenodo.7198447
title: [IO Islamic 1425] ترجمة الفرج بعد الشدّة

description: <strong>Tarjumat-alfaraj ba’d-alshiddah.</strong> <strong>This manuscript is now IO Islamic 734 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 1425 here with notations and hyperlinks].</strong> 734 Another copy of the same. Beginning: حمد و ثنا قيّومى را كه عجز ذرّيات آدم را از ادراك الخ. Index, on ff. 5<sup>a</sup>-14<sup>b</sup>. Bâb I, on fol. 14<sup>b</sup>; II, not marked; III, on fol. 33<sup>b</sup>; IV, on fol. 59<sup>a</sup>; V, on fol. 81<sup>b</sup>; VI, on fol. 130<sup>a</sup>; VII, on fol. 152<sup>a</sup>; VIII, on fol. 247<sup>a</sup>; IX, on fol. 273<sup>a</sup>; X, on fol. 290<sup>a</sup>; XI, on fol. 300<sup>b</sup>; XII, on fol. 319<sup>b</sup>; XIII, on fol. 352<sup>b</sup>. No date. A great number of headings in the single ḥikâyas are quite incorrect. No. 1425, ff. 413, ll. 19; clear and distinct Nasta’lîḳ; size, 10<sup>1/4</sup> in. by 5<sup>1/2</sup> in.
DOI: 10.5281/zenodo.7198446
title: [IO Islamic 1425] ترجمة الفرج بعد الشدّة

description: <strong>Tarjumat-alfaraj ba’d-alshiddah.</strong> <strong>This manuscript is now IO Islamic 734 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 1425 here with notations and hyperlinks].</strong> 734 Another copy of the same. Beginning: حمد و ثنا قيّومى را كه عجز ذرّيات آدم را از ادراك الخ. Index, on ff. 5<sup>a</sup>-14<sup>b</sup>. Bâb I, on fol. 14<sup>b</sup>; II, not marked; III, on fol. 33<sup>b</sup>; IV, on fol. 59<sup>a</sup>; V, on fol. 81<sup>b</sup>; VI, on fol. 130<sup>a</sup>; VII, on fol. 152<sup>a</sup>; VIII, on fol. 247<sup>a</sup>; IX, on fol. 273<sup>a</sup>; X, on fol. 290<sup>a</sup>; XI, on fol. 300<sup>b</sup>; XII, on fol. 319<sup>b</sup>; XIII, on fol. 352<sup>b</sup>. No date. A great number of headings in the single ḥikâyas are quite incorrect. No. 1425, ff. 413, ll. 19; clear and distinct Nasta’lîḳ; size, 10<sup>1/4</sup> in. by 5<sup>1/2</sup> in.
DOI: 10.17608/k6.auckland.19546393
title: Chinese Achievement Emotions

description: This data set supports a manuscript submitted to a peer-reviewed journal. The paper is now available open access as: Fang, J., Brown, G. T. L., & Hamilton, R. (2022). Changes in Chinese students' academic emotions after examinations: Pride in success, shame in failure, and self-loathing in comparison. British Journal of Educational Psychology, n/a(n/a). https://doi.org/https://doi.org/10.1111/bjep.12552 The data were collected as part of Jinjing Fang's PhD project supervised by Gavin and Richard. The data are repeated measures using a self-report level of agreement with multiple emotions drawn from a number of sources. Confirmatory Factor Analysis was used to create 3 factors which were found to be invariant across 2 administrations, each of which were after the mid-term exam in the first two semesters of the first year at an elite Chinese university.
DOI: 10.17608/k6.auckland.19546393.v1
title: Chinese Achievement Emotions

description: This data set supports a manuscript submitted to a peer-reviewed journal. The paper is now available open access as: Fang, J., Brown, G. T. L., & Hamilton, R. (2022). Changes in Chinese students' academic emotions after examinations: Pride in success, shame in failure, and self-loathing in comparison. British Journal of Educational Psychology, n/a(n/a). https://doi.org/https://doi.org/10.1111/bjep.12552 The data were collected as part of Jinjing Fang's PhD project supervised by Gavin and Richard. The data are repeated measures using a self-report level of agreement with multiple emotions drawn from a number of sources. Confirmatory Factor Analysis was used to create 3 factors which were found to be invariant across 2 administrations, each of which were after the mid-term exam in the first two semesters of the first year at an elite Chinese university.
DOI: 10.15124/87a453f4-ef54-4b52-a216-2a4d285d657e
title: Wann - Tris(chloromethyl)amine data from calculations and from gas electron diffraction

description: Inside this archive, there are two directories relating to the paper "The Structure of Tris(chloromethyl)amine in the Gas Phase Using Quantum Chemical Calculations and Gas Electron Diffraction and as a Solid and Melt Using Raman Spectroscopy". One directory (Theory) contains the input/output for theoretical calculations; the other (Experiment) contains the input/output for the gas electron diffraction (GED) refinement procedure, carried out using ed@ed v3.0. A read-me document gives more information on understanding the file naming scheme and the software used to generate the files. **Access restricted until the paper is published**
DOI: 10.5281/zenodo.7198434
title: [IO Islamic 1664] ترجمة الفرج بعد الشدّة

description: <strong>Tarjumat-alfaraj ba’d-alshiddah.</strong> <strong>This manuscript is now IO Islamic 733 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 1664 here with notations and hyperlinks].</strong> X. ROMANCES AND TALES. 733 Tarjumat-alfaraj ba’d-alshiddah (ترجمة الفرج بعد الشدّة). A large collection of stories, relating cases of wonderful deliverance from danger, translated by Ḥusain bin As’ad bin alḥusain aldihistânî (see fol. 5<sup>a</sup>) from the Arabic work الفرج بعد الشدّة و الضيقة, which is here (on fol. 5<sup>b</sup>) and in all the other copies wrongly ascribed to Abû-alḥasan ‘Alî bin Muḥammad almadâ’inî (who died in Baghdâd, A.H. 224 or 225=A.D. 839 or 840). The real author of the Arabic original, often mentioned in this translation, is Abû ‘Alî al-Muḥassin, called Ḳâḍi al-Tanûkhî, who died A.H. 384 (A.D. 994), comp. Rieu ii. p. 752<sup>a</sup>; W. Pertsch, Berlin Cat., p. 982; J. Aumer, p. 56; Cat. des MSS. et Xylographes, p. 408; G. Flügel iii. p. 451, etc. Some of the stories are printed in the appendix of Chodzko’s Persian Grammar, new ed., Paris 1883. The present translation was made at the request of ‘Izz-aldîn Ṭâhir bin Zangî, probably about the middle or in the second half of the sixth century of the Hijrah, at any rate before ‘Aufi, who quotes this work in his جوامع الحكايات (see No. 600 sq. in this Cat.). A corroboration of Abû ‘Alî al-Muḥassin’s authorship of the original is found in the list of authorities, given in the preface of the زينة المجالس, where it is styled كتاب فرج بعد الشدّة ابو مُحَسِّن, see W. Pertsch, Berlin Cat., p. 979. Beginning:حمد و ثناى قيّومى كه عجز عقول ذريّات آدم از ادراك الخ. Index, on ff. 6<sup>a</sup>-18<sup>b</sup>; the thirteen bâbs into which the work is commonly divided are found here: Bâb I, on fol. 19<sup>a</sup>; II, on fol. 31<sup>b</sup>; III, on fol. 47<sup>a</sup>; IV, on fol. 76<sup>b</sup>; V, on fol. 101<sup>a</sup>; VI, on fol. 154<sup>b</sup>; VII, on fol. 185<sup>a</sup>; VIII, on fol. 293<sup>a</sup>; IX, on fol. 322<sup>a</sup>; X, on fol. 339<sup>b</sup>; XI, on fol. 350<sup>b</sup>; XII, on fol. 371<sup>b</sup>; XIII, on fol. 407<sup>b</sup>. Dated by Shaikh Muḥammad Fâḍil at Lâhûr, the 29th of Rajab, A.H. 1027 (A.D. 1618, July 22). No. 1664, ff. 472, ll. 15; large and distinct Nasta’lîḳ; size, 11<sup>5/8</sup>. By 7 in.
DOI: 10.5281/zenodo.7198433
title: [IO Islamic 1664] ترجمة الفرج بعد الشدّة

description: <strong>Tarjumat-alfaraj ba’d-alshiddah.</strong> <strong>This manuscript is now IO Islamic 733 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 1664 here with notations and hyperlinks].</strong> X. ROMANCES AND TALES. 733 Tarjumat-alfaraj ba’d-alshiddah (ترجمة الفرج بعد الشدّة). A large collection of stories, relating cases of wonderful deliverance from danger, translated by Ḥusain bin As’ad bin alḥusain aldihistânî (see fol. 5<sup>a</sup>) from the Arabic work الفرج بعد الشدّة و الضيقة, which is here (on fol. 5<sup>b</sup>) and in all the other copies wrongly ascribed to Abû-alḥasan ‘Alî bin Muḥammad almadâ’inî (who died in Baghdâd, A.H. 224 or 225=A.D. 839 or 840). The real author of the Arabic original, often mentioned in this translation, is Abû ‘Alî al-Muḥassin, called Ḳâḍi al-Tanûkhî, who died A.H. 384 (A.D. 994), comp. Rieu ii. p. 752<sup>a</sup>; W. Pertsch, Berlin Cat., p. 982; J. Aumer, p. 56; Cat. des MSS. et Xylographes, p. 408; G. Flügel iii. p. 451, etc. Some of the stories are printed in the appendix of Chodzko’s Persian Grammar, new ed., Paris 1883. The present translation was made at the request of ‘Izz-aldîn Ṭâhir bin Zangî, probably about the middle or in the second half of the sixth century of the Hijrah, at any rate before ‘Aufi, who quotes this work in his جوامع الحكايات (see No. 600 sq. in this Cat.). A corroboration of Abû ‘Alî al-Muḥassin’s authorship of the original is found in the list of authorities, given in the preface of the زينة المجالس, where it is styled كتاب فرج بعد الشدّة ابو مُحَسِّن, see W. Pertsch, Berlin Cat., p. 979. Beginning:حمد و ثناى قيّومى كه عجز عقول ذريّات آدم از ادراك الخ. Index, on ff. 6<sup>a</sup>-18<sup>b</sup>; the thirteen bâbs into which the work is commonly divided are found here: Bâb I, on fol. 19<sup>a</sup>; II, on fol. 31<sup>b</sup>; III, on fol. 47<sup>a</sup>; IV, on fol. 76<sup>b</sup>; V, on fol. 101<sup>a</sup>; VI, on fol. 154<sup>b</sup>; VII, on fol. 185<sup>a</sup>; VIII, on fol. 293<sup>a</sup>; IX, on fol. 322<sup>a</sup>; X, on fol. 339<sup>b</sup>; XI, on fol. 350<sup>b</sup>; XII, on fol. 371<sup>b</sup>; XIII, on fol. 407<sup>b</sup>. Dated by Shaikh Muḥammad Fâḍil at Lâhûr, the 29th of Rajab, A.H. 1027 (A.D. 1618, July 22). No. 1664, ff. 472, ll. 15; large and distinct Nasta’lîḳ; size, 11<sup>5/8</sup>. By 7 in.
DOI: 10.15124/fdde4827-db8d-4491-a309-9133e7d93899
title: Modification of Charge Trapping at Particle/Particle Interfaces by Electrochemical Hydrogen Doping of Nanocrystalline TiO2

description: Atomic structures and input files associated with calculations performed on charge trapping at TiO2 interfaces.
DOI: 10.15124/dc3868e7-38eb-4ef0-b97c-210773f2251c
title: Data related to PRA 'Metric space approach to potentials and its relevance to density functional theory'

description: Content: files with data published in the paper figures. Format of Figure 1 files: x, y1, y2, y3, y4. Format of Figure 2 files: x, y (note that each numbered file refers to one of the curves in the particular panel). Format of Figure 3a file: x, y1, y2, y3. Format of Figure 3b 1 file: x, y1, y2. Format of Figure 3b 2 file: x, y3. Dataset created by a PhD student funded by EPSRC. Additional funding from Royal Society Grant NA140436 and from CNPq through the Science without Border Scheme.
DOI: 10.5281/zenodo.6880979
title: Second Harmonic Generation from Grating-Coupled Hybrid Plasmon-Phonon Polaritons - Experimental and Simulation Data

description: Experimental and simulation data for "Second Harmonic Generation from Grating-Coupled Hybrid Plasmon-Phonon Polaritons" by Marcel Kohlmann et al., recently (10/22) accepted for publication in Applied Physics Letters. A preprint is available on the arXiv. Content:<br> We provide matlab code to generate the figures from the experimental and simulated data. fig1.m: generates fig1c,d of the paper<br> fig2_4.m generates fig 2 and 4<br> fig3.m generates fig3 experimental_data.zip contains all experimental data, please unzip before running the scripts<br> comsol_data.zip contains all Comsol simulation output data. Please unzip before running the scripts. The remaining matlab scripts are needed in the process. "passler_epsTarray_generator.m" is also part of the transfer matrix implementation available on Zenodo. Please contact Alex Paarmann for any questions.
DOI: 10.15124/b904b99f-4d0d-47b3-864b-0b6977b7ec99
title: The antiphase boundary in half-metallic Heusler alloy Co2Fe(Al,Si): atomic structure, spin polarization reversal and domain wall effects

description: Data used for the manuscript on APBs in CFAS
DOI: 10.15124/4cbd49e8-6143-4bae-bbbe-5a110ea4ed31
title: Data from analyses in Morales-Picard et al 2016 Animal Cognition paper

description: Excel sheets containing data we analysed with inferential statistics. Each sheet provides the data for one analysis, which is described at the top of the sheet. Funded by British Psychological Society.
DOI: 10.6084/m9.figshare.21333996
title: Face processing fMRI data for Dynamic Causal Modelling

description: This dataset consists of BIDS-formatted fMRI data from Wakeman & Henson (2015) that have been processed for DCM analysis. Raw fMRI data from 15 subjects (subject 10 excluded due to fewer runs) have been processed with the analysis pipeline presented in Henson et al (2019). The processed data have been reparametrized, their runs concatenated and re-fit to all the smoothed, normalised fMRI volumes. Individual subjects' VOI time courses have been extracted for 4 regions: Left OFA, Right OFA, Left FFA and Right FFA. The file 'derivatives_fmri_dcm_ready_VOIs_concatenated.zip' consists of dcm-ready data for all 15 subjects. Each subject's data consists of 2 groups of files (9 total): SPM data file: SPM.mat VOI file: a pair of data and mask files each for four regions, for a total of 8 files Supplied filelist.txt contains the full filelist and folder hierarchy inside the compressed zip archive. This dataset was prepared for demonstration of group-level estimation and inference of DCMs from fMRI data. The raw data can be found here: https://openneuro.org/datasets/ds000117 Scripts used to produce this dataset, as well as as scripts demonstrating group DCM analysis can be found here: https://github.com/pranaysy/cognestic22_multimodal_dcm For more information or queries, please get in touch, or open an issue on the GitHub repository linked above.
DOI: 10.6084/m9.figshare.21333996.v1
title: Face processing M/EEG data for Dynamic Causal Modelling

description: This dataset consists of BIDS-formatted fMRI data from Wakeman & Henson (2015) that have been processed for DCM analysis. Raw fMRI data from 15 subjects (subject 10 excluded due to fewer runs) have been processed with the analysis pipeline presented in Henson et al (2019). The processed data have been reparametrized, their runs concatenated and re-fit to all the smoothed, normalised fMRI volumes. Individual subjects' VOI time courses have been extracted for 4 regions: Left OFA, Right OFA, Left FFA and Right FFA. The file 'derivatives_fmri_dcm_ready_VOIs_concatenated.zip' consists of dcm-ready data for all 15 subjects. Each subject's data consists of 2 groups of files (9 total): SPM data file: SPM.mat VOI file: a pair of data and mask files each for four regions, for a total of 8 files Supplied filelist.txt contains the full filelist and folder hierarchy inside the compressed zip archive. This dataset was prepared for demonstration of group-level estimation and inference of DCMs from fMRI data. The raw data can be found here: https://openneuro.org/datasets/ds000117 Scripts used to produce this dataset, as well as as scripts demonstrating group DCM analysis can be found here: https://github.com/pranaysy/cognestic22_multimodal_dcm For more information or queries, please get in touch, or open an issue on the GitHub repository linked above.
DOI: 10.15124/6d5b1d33-dec8-48f5-ab69-bc11b610b810
title: Data supporting the paper Green solvents for solid-phase synthesis

description: Dataset to support a publication in Green Chemistry. Dataset includes all graphs and spectra associated with the paper. Dataset created by PhD student funded by EPSRC
DOI: 10.15124/b866a2d4-71b2-4e23-96ed-668e529ca91b
title: Hierarchical Strategies for Efficient Fault Recovery on the Reconfigurable PAnDA Device

description: The dataset belongs to the IEEE TC paper "Hierarchical Strategies for Efficient Fault Recovery on the Reconfigurable PAnDA Device". The research is about a novel hierarchical fault-tolerance methodology for reconfigurable devices is presented. A bespoke multi-reconfigurable FPGA architecture, the programmable analogue and digital array (PAnDA), is introduced allowing fine-grained reconfiguration beyond any other FPGA architecture currently in existence. Fault blind circuit repair strategies, which require no specific information of the nature or location of faults, are developed, exploiting architectural features of PAnDA.
DOI: 10.15124/13614bdb-a131-4da7-b80f-1c42258a8d77
title: Real-time analysis of molecular conformation using cascaded ring resonator biosensors: Supporting dataset

description: Metadata describing the data used in the research publication ‘Real-time analysis of molecular conformation using cascaded ring resonator biosensors‘. The data presented in the publication can be broken up into six sections according to the figures the data is presented in. Embargoed
DOI: 10.15124/bd09e86b-9d92-4802-9337-18b138e7abb7
title: Characterisation of new LPMO AA15 family

description: The dataset contains EPR data for the characterisation of lytic polysaccharide monooxygenase AA15 family. The copper active site of the enzyme is studied by EPR. Data are uploaded as both raw data from the instrument and corresponding .asc files. (Note, this dataset was previously titled "Characterisation of new LPMO AA14 family" but the enzyme class involved was renamed AA15 during publication").
DOI: 10.15124/5810c962-148c-4328-ab92-895e2dae4d3c
title: Spectroscopic investigation of LsAA9 and CvAA9 with a range of substrates

description: The dataset contains EPR data for two lytic polysaccharide monooxygenases (LPMOs) from the AA9 family. The two enzymes, LsAA9A and CvAA9A, were incubated with a range of different polysaccharide and the EPR spectra collected. Data are uploaded as both raw data from the instrument and corresponding .asc files.