cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3942101
title: OpenCitations 2018-2020 requests: SPARQL endpoints vs REST APIs

description: <strong>The number of requests received by the OpenCitations (</strong>http://opencitations.net/<strong>) SPARQL endpoints vs. the calls to the OpenCitations REST APIs between January 2018 and March 2020.</strong>
DOI: 10.25439/rmt.12665651.v2
title: Machine learning models and predictions for a nucleophilic substitution reaction in ionic liquids

description: Machine learning models were built based on published data for a nucleophilic substitution chemical reaction in ionic liquid-acetonitrile solvents. Models were built relating the rate constant of the reaction to the chemical structure of the ionic liquids.<br><b>Publication title</b>: Towards accurate predictions of the rate constants of organic processes in mixtures containing ionic liquids<br><b>Abstract: </b>The ability to tailor the constituent ions in ionic liquids (ILs) is highly advantageous as it provides access to solvents with a range of physicochemical properties. However, this benefit also leads to large compositional spaces that need to be explored to optimise systems, often involving time consuming experimental work. The use of machine learning methods is an effective way to gain insight based on existing data, to develop structure-property relationships and to allow the prediction of ionic liquid properties. Here we have applied machine learning models to experimentally determined rate constants of a representative organic process (the reaction of pyridine with benzyl bromide) in IL-acetonitrile mixtures. Multiple linear regression (MLREM) and artificial neural networks (BRANNLP) were both able to model the data well. The MLREM model was able to identify the structural features on the cations and anions that had the greatest effect on the rate constant. Secondly, predictive MLREM and BRANNLP models were developed from the full initial set of rate constant data. From these models, a large number of predictions (&gt;9000) of rate constant were made for mixtures of different ionic liquids, at different proportions of ionic liquid and molecular solvent, at different temperatures. A selection of these predictions were tested experimentally, including through the preparation of novel ionic liquids, with overall good agreement between the predicted and experimental data. This study highlights the benefits of using machine learning methods on kinetic data in ionic liquid mixtures to enable the development of rigorous structure-property relationships across multiple variables simultaneously, and to predict properties of new ILs and experimental conditions.
DOI: 10.5281/zenodo.3952529
title: Wikidata Dump

description: RDF dump of wikidata produced with wdumps. <br> View on wdumper <b>entity count</b>: 0, <b>statement count</b>: 0, <b>triple count</b>: 0
DOI: 10.5281/zenodo.3952530
title: Wikidata Dump

description: RDF dump of wikidata produced with wdumps. <br> View on wdumper <b>entity count</b>: 0, <b>statement count</b>: 0, <b>triple count</b>: 0
DOI: 10.5519/qd.cekx69k0
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (14 records)
DOI: 10.7910/dvn/b1gp5f/6gbnhy
title: Estimating the bow pattern non-recursive model.tab

description: :unav
DOI: 10.7910/dvn/kcbeon/00pjtj
title: Data description.docx

description: Data description for the paper entitle “Genome-Wide Association Analysis of adaptation to oxygen stress in Nile tilapia (Oreochromis niloticus)”
DOI: 10.7910/dvn/kcbeon/xlo0lx
title: Phenotype_data.tab

description: An excel file records body weight of aerated/non-aerated ponds from stocking to harvest period.
DOI: 10.14457/cmu.the.2001.310
title: ปัจจัยในการคงอยู่ของกลุ่มผู้ติดเชื้อเอดส์ จังหวัดลำปาง
DOI: 10.14457/cmu.the.2001.324
title: การรับรู้ความสามารถของตนเอง ภาวะสุขภาพ และวิถีชีวิตที่ส่งเสริมสุขภาพในผู้ใส่ขาเทียม
DOI: 10.7910/dvn/b1gp5f
title: Replication Data for: estimating a bow pattern non-recursive model using PLSe2

description: The data can be used to estimate a bow pattern non-recursive model
DOI: 10.5281/zenodo.3952532
title: Wikidata Dump

description: RDF dump of wikidata produced with wdumps. <br> View on wdumper <b>entity count</b>: 0, <b>statement count</b>: 0, <b>triple count</b>: 0
DOI: 10.14457/cmu.the.2001.318
title: วงจรการเจริญเติบโตและผลของขนาดหัวต่อการเจริญเติบโตของซ่อนกลิ่น
DOI: 10.14457/cmu.the.2001.311
title: ภาวะอ่อนเปลี้ยในผู้ป่วยเด็กมะเร็งเม็ดเลือดขาวระหว่างได้รับการรักษาด้วยยาเคมีบำบัด
DOI: 10.14457/cmu.the.2001.312
title: การปรับตัวในระยะที่มีการเปลี่ยนแปลงของการหมดประจำเดือนของอาจารย์สตรี
DOI: 10.14457/cmu.the.2001.319
title: ผู้นำท้องถิ่นกับการจัดการความขัดแย้งในชุมชนชนบท
DOI: 10.14457/cmu.the.2001.321
title: การวิเคราะห์เสียงร้องสื่อสารของนกในวงศ์นกปรอดและวงศ์นกเอี้ยง โดยใช้โปรแกรมคอมพิวเตอร์
DOI: 10.5281/zenodo.3952531
title: Wikidata Dump

description: RDF dump of wikidata produced with wdumps. <br> View on wdumper <b>entity count</b>: 0, <b>statement count</b>: 0, <b>triple count</b>: 0
DOI: 10.14457/cmu.res.2001.64
title: พฤติกรรมการใช้บัตรสมาร์ทการ์ดไทยพาณิชย์ของนักศึกษามหาวิทยาลัยเชียงใหม่
DOI: 10.14457/cmu.res.2001.65
title: ปัจจัยที่มีผลต่อความต้องการใช้อินเทอร์เน็ตของข้าราชการมหาวิทยาลัยเชียงใหม่
DOI: 10.14457/cmu.the.2001.317
title: ศักยภาพการผลิตน้ำนมดิบเพื่อทดแทนการนำเข้าหางนมผงและผลิตภัณฑ์นม
DOI: 10.14457/cmu.the.2001.315
title: พัฒนาการของรูปแบบการผลิตทางการเกษตรของชาวเขาเผ่าม้ง
DOI: 10.14457/cmu.the.2001.322
title: การหาปริมาณที่เหมาะสมของเถ้าลอยสำหรับอิฐดินซีเมนต์
DOI: 10.14457/cmu.the.2001.323
title: การส่งเสริมความคิดเชิงวิจารณ์และความสามารถในการเขียนภาษาอังกฤษของนักเรียนชั้นมัธยมศึกษาปีที่ 5 ที่ได้รับการสอนตามแนวคิดสร้างสรรค์ความรู้
DOI: 10.14457/cmu.res.2001.61
title: ปัจจัยที่มีผลต่อความสำเร็จของสหกรณ์โคนมบ้านป่าตึงห้วยหม้อ จำกัด อำเภอสันกำแพง จังหวัดเชียงใหม่
DOI: 10.14457/cmu.res.2001.62
title: ปัจจัยที่มีอิทธิพลต่อการตัดสินใจเข้าร่วมโครงการเกษียณก่อนกำหนดของข้าราชการมหาวิทยาลัยเชียงใหม่
DOI: 10.14457/cmu.res.2001.63
title: ความคิดเห็นของนักศึกษามหาวิทยาลัยพายัพต่อรายวิชาในหมวดวิชาศึกษาทั่วไป
DOI: 10.14457/cmu.the.2001.313
title: การขยายพันธุ์ตะไคร้ต้นในสภาพปลอดเชื้อ
DOI: 10.14457/cmu.the.2001.314
title: อิทธิพลของอุณหภูมิและชั้นความหนาต่อการอบแห้งหอมหัวใหญ่หั่นในเครื่องอบแห้งสลับทิศทางลมร้อน
DOI: 10.14457/cmu.the.2001.316
title: แบบจำลองเชิงเศรษฐมิติสำหรับภาคการผลิต ตลาดแรงงาน และระดับราคาของประเทศไทย
DOI: 10.14457/cmu.the.2001.320
title: การคัดเลือกจุลินทรีย์ทนอุณหภูมิสูงเพื่อใช้ในการผลิตแอลกอฮอล์จากข้าวกล้อง
DOI: 10.14457/cmu.the.2001.325
title: การเลี้ยงดูและพัฒนาการเด็กชาวกะเหรี่ยงอายุ 0-5 ปี ในหมู่บ้านพะมอลอ อำเภอแม่สะเรียง จังหวัดแม่ฮ่องสอน
DOI: 10.14457/cmu.the.2002.555
title: การพัฒนาความคิดสร้างสรรค์ของเด็กปฐมวัย โดยใช้กิจกรรมศูนย์ศิลปะเสรี
DOI: 10.5281/zenodo.3953137
title: Dataset for "Spin transitions and compressibility of ε-Fe7N3 and γ'-Fe4N"

description: X-ray diffraction data supporting the results of the manuscript. X-ray emission data supporting the results of the manuscript. g_G plot data for ε-Fe7N3, γ’-Fe4N, Fe, Fe3S, Fe3P, and Fe7C3. Submitted to Journal of Geophysical Research: Solid Earth.
DOI: 10.5281/zenodo.3952782
title: Is winter precipitation change over Europe underestimated in current climate projections?

description: Model output, observational data, and scripts corresponding to the manuscript "Is winter precipitation change over Europe underestimated in current climate projections?" <strong>Abstract</strong> IPCC models project a likely increase in winter precipitation over northern Europe under a high-emission scenario. These projections, however, typically rely on relatively coarse ~100-km-resolution models that might misrepresent important processes driving precipitation, such as extratropical cyclone activity. Here, we show that a pioneering 50-km-atmosphere–1/12°-ocean global coupled model simulation projects a substantially larger increase in winter precipitation over northwestern Europe by mid-century than lower-resolution configurations. For this increase, both the highest ocean and atmosphere resolutions are essential: First, only the eddy-rich (1/12°) ocean projects a progressive northward shift and warming of the Gulf Stream. Second, only the 50-km atmosphere translates such warming into strengthened North Atlantic extratropical cyclone activity through enhanced diabatic heating and eddy-driven jet. Our results suggest that climate projections using traditional ~100-km-resolution models might underestimate the precipitation increase over Europe in winter and, consequently, the related potential risks.
DOI: 10.5281/zenodo.3952781
title: Is winter precipitation change over Europe underestimated in current climate projections?

description: Model output, observational data, and scripts corresponding to the manuscript "Is winter precipitation change over Europe underestimated in current climate projections?" <strong>Abstract</strong> IPCC models project a likely increase in winter precipitation over northern Europe under a high-emission scenario. These projections, however, typically rely on relatively coarse ~100-km-resolution models that might misrepresent important processes driving precipitation, such as extratropical cyclone activity. Here, we show that a pioneering 50-km-atmosphere–1/12°-ocean global coupled model simulation projects a substantially larger increase in winter precipitation over northwestern Europe by mid-century than lower-resolution configurations. For this increase, both the highest ocean and atmosphere resolutions are essential: First, only the eddy-rich (1/12°) ocean projects a progressive northward shift and warming of the Gulf Stream. Second, only the 50-km atmosphere translates such warming into strengthened North Atlantic extratropical cyclone activity through enhanced diabatic heating and eddy-driven jet. Our results suggest that climate projections using traditional ~100-km-resolution models might underestimate the precipitation increase over Europe in winter and, consequently, the related potential risks.
DOI: 10.25345/c51n0c
title: MassIVE MSV000085795 - Human NVU - Astrocytes Methamphetamine
title: We used cortical human fetal astrocytes, density 8-15000 cells/cm2 (ScienCell, San Diego, CA, USA seeded separately in Astrocyte medium (ScienCell, San Diego, CA, USA) P0. Methamphetamine (Sigma-Aldrich, St Louis, MO, USA) was prepared at a stock concentration of 10mM in distilled water. Methamphetamine dilutions 50 micromolar were made in Endo and Neuro/Astro/Peri media respectively and applied to the cells for 26 hrs. Further info in "Proteomic and metabolomic characterization of human neurovascular unit cells in response to methamphetamine" Herland et al Adv Biosystems 2020 [doi:10.25345/C55F3P] [dataset license: CC0 1.0 Universal (CC0 1.0)]
DOI: 10.25919/5f168edd5a2fd
title: Parkes observations for project P958 semester 2020APRS_24

description: Fast radio bursts (FRBs) continue to raise more questions than they answer. Until last year, only one burst – the only one known to repeat - had been localized to a bright radio nebula (either a young supernova remnant or pulsar wind nebulae) in a distant dwarf galaxy. Over the last three years searches with the Australian Square Kilometre Array Pathfinder (ASKAP) have detected 35 bursts, eight of which have been localised to host galaxies at redshifts ranging from 0.1 to 0.5. These bursts and their hosts are very unlike the repeater, suggesting there may be a dichotomy in the population. However one of the arcminute-localised ASKAP FRBs has recently been found to repeat. Here we propose to search and study repetitions in this FRB population. Our comprehensive sample and a dense monitoring campaign of well localised bursts, at a fluence limit more than 60 times lower than that of their detections to characterise the fraction of bursts that repeat. For bursts that repeat the unique wide bandwidth observations will be used to test leading models of burst emission.
DOI: 10.21227/gw5p-9f46
title: micro blog

description: There are84168 blogs in the dataset.
DOI: 10.21227/np7v-y421
title: micro blog

description: There are84168 blogs in the dataset.
DOI: 10.25958/5f169750a40ac
title: SNP population genetic data for the seagrass Halodule uninervis from Pilbara region, Western Australia
DOI: 10.5281/zenodo.3953455
title: Dataset from: Forces between silica particles in isopropanol solutions of 1:1 electrolytes

description: The dataset from the publication: "Forces between silica particles in isopropanol solutions of 1:1 electrolytes" DOI: 10.1103/PhysRevResearch.2.023315 Files contain x and y data for the figures in the publication in the ASCII format.
DOI: 10.5281/zenodo.3953454
title: Dataset from: Forces between silica particles in isopropanol solutions of 1:1 electrolytes

description: The dataset from the publication: "Forces between silica particles in isopropanol solutions of 1:1 electrolytes" DOI: 10.1103/PhysRevResearch.2.023315 Files contain x and y data for the figures in the publication in the ASCII format.
DOI: 10.14469/hpc/7275
title: Willgerodt Int2 G = -994.459625 Rotamer DG3BJ G = -994.529692

description: Gaussian Calculation
DOI: 10.14469/hpc/7276
title: Willgerodt Int1 G = -994.478929 Rotamer GD3BJ G = -994.543835

description: Gaussian Calculation
DOI: 10.14469/hpc/7277
title: Willgerodt TS2 G = -994.460005 Ph rotamer DG3BJ G = -994.526229

description: Gaussian Calculation
DOI: 10.14469/hpc/7278
title: Willgerodt-Kindler reactant (zwitterion) G = -994.487744 DG3BJ G = -994.553137

description: Gaussian Calculation
DOI: 10.14469/hpc/7279
title: Willgerodt TS1 G = -994.444940 DG3BJ G = -994.508737 DG = 27.9

description: Gaussian Calculation
DOI: 10.14469/hpc/7282
title: Willgerodt Product G = -994.586897 DG = -21.2

description: Gaussian Calculation
DOI: 10.14469/hpc/7283
title: Willgerodt Thiirane G = -994.553747 Int3 DG = -0.4

description: Gaussian Calculation
DOI: 10.14469/hpc/7285
title: Willgerodt TS3 (final 1,2-H shift) DG3BJ G = -994.485324 DG = 42.6

description: Gaussian Calculation
DOI: 10.14469/hpc/7286
title: Willgerodt Int3 DG3BJ G = -994.488524 DG = 40.5

description: Gaussian Calculation
DOI: 10.14469/hpc/7287
title: Willgerodt-Kindler reactant (protonated) DG3BJ G = -995.002362 DG = 0.0

description: Gaussian Calculation
DOI: 10.14469/hpc/7288
title: Willgerodt Int2 (protonated) G = -994.966716 DG = 22.4

description: Gaussian Calculation
DOI: 10.14469/hpc/7292
title: Willgerodt Int1 (protonated) DG3BJ G = -994.981709 DG = 13.0

description: Gaussian Calculation
DOI: 10.14469/hpc/7293
title: Willgerodt TS1 (protonated) G = -994.931648 DG = 44.4

description: Gaussian Calculation
DOI: 10.21227/hf8d-x031
title: Network dataset

description: Intelligent Hybrid model to Enhance Time Series Models for Predicting Network Traffic, the proposed research has used the clustering approach to handle the ambiguity from the entire network data for enhancing the existing time series models.
DOI: 10.21227/tmej-4163
title: Network dataset

description: Intelligent Hybrid model to Enhance Time Series Models for Predicting Network Traffic, the proposed research has used the clustering approach to handle the ambiguity from the entire network data for enhancing the existing time series models.
DOI: 10.5285/a41d117a-0701-4b6f-9836-4c7763cc4851
title: Near-surface temperature time-series from the northern sector of Larsen C Ice Shelf, Antarctica

description: The datasets are temperature time series from thermistor strings installed into two boreholes drilled to a depth of ~7 m in the northern sector of Larsen C Ice Shelf, Antarctica. Supporting borehole information is presented by Ashmore and others (2017).  As part of the broader MIDAS project, associated (longer) borehole temperature records, OPTV logs and density records are also available, as are more general data including surface radar profiles, flow-line model code, AWS data and SMB data.
description: Temperatures were acquired using Fenwal UNI-CURVE negative temperature coefficient thermistors controlled by Campbell Scientific CR1000 data loggers from the ice shelf surface. Detailed methodology, including accuracy estimation, is presented by Doyle and others (2018).
description: The data are comma-separated ASCII files (*.csv format). Each file size is ~5 MB.
Each file holds the data for a single borehole with each column presenting a different thermistor (labelled by depth from surface in m) and each row the time at which the temperature was recorded. Temperatures are in degrees Celsius, with a reading of -9999 indicating no data or erroneous data. The temperature resolution is ~0.05 °C (see Doyle et al. 2018).

Boreholes were drilled and thermistor strings installed and logged as follows:
String HR1 (CI-0): every 30 minutes from 25.11.2014 to 06.10.2015
String HR2 (CI-120): every 30 minutes from 20.11.2015 to 06.02.2017
DOI: 10.5281/zenodo.3953433
title: Raw data for article "Schreibprozesse und Texte im Zeitalter der Digitalisierung: Herausforderungen für eine zeitgemäße Schreibwissenschaft und -didaktik. Ein Werkstatt- und Forschungsgespräch der SIG Digitalisierung"

description: Mit der Fragestellung „Wie berücksichtigt die Schreibwissenschaft Veränderungen durch digitale Schreibprozesse und digitale Texte von Studierenden?“ kam die SIG Digitalisierung in einem virtuellen Werkstatt- und Forschungsgespräch zusammen, um Aspekte der Digitalisierung hinsichtlich Schreibforschung und -beratung zu diskutieren. Im Gespräch wurde deutlich, dass Digitalisierung wesentliche Aspekte des Schreibens (Schreibprozesse, Text-Definition) verändert. Dabei gewinnen Informations- sowie Medienkompetenz einen hohen Stellenwert und können schreibdidaktisch gefördert werden. In diesem Sinne gibt es weiterhin einen Bedarf von Train-the-Trainer-Angeboten, welche die Besonderheiten digitalen Schreibens für die Lehre vermitteln.
DOI: 10.5281/zenodo.3952425
title: ECLAIR superbolt waveforms

description: The database contains 375 electric field waveforms recorded by CEA during the ECLAIR campaign from October 2012 to June 2013 which are caused by superbolt flashes. Each waveform is written in an ASCII file which name is the triggering date of the flash. Inside each file, there is four header lines followed by the data: Triggering time (UTC): 2012-12-10 11:33:35.325 Column 1: Relative time to the triggering time (ms) Column 2: Electric field (V/m) ======================================= -5.00001 0.00001 ...
DOI: 10.5281/zenodo.3952424
title: ECLAIR superbolt waveforms

description: The database contains 375 electric field waveforms recorded by CEA during the ECLAIR campaign from October 2012 to June 2013 which are caused by superbolt flashes. Each waveform is written in an ASCII file which name is the triggering date of the flash. Inside each file, there is four header lines followed by the data: Triggering time (UTC): 2012-12-10 11:33:35.325 Column 1: Relative time to the triggering time (ms) Column 2: Electric field (V/m) ======================================= -5.00001 0.00001 ...
DOI: 10.5281/zenodo.3834225
title: Data and supplementary material in support of article "Can robots express facial emotions dominantly enough for use in dementia care?"

description: Data and supplementary material in support of article "Vlachos, E. and Tan, Z. H. (2020). Can robots express facial emotions dominantly enough for use in dementia care?, <em>International Psychogeriatrics</em>, Cambridge University Press". Our objective is to evaluate the recognition, and denomination of the six basic emotional facial expressions as displayed by a social robot to persons with dementia, and to compare it with the results from the evaluation of static photographs of humans from the Paul Ekman database in order to investigate the differences in recognition rates among the two stimuli.
DOI: 10.5281/zenodo.3834224
title: Data and supplementary material in support of article "Can robots express facial emotions dominantly enough for use in dementia care?"

description: Data and supplementary material in support of article "Vlachos, E. and Tan, Z. H. (2020). Can robots express facial emotions dominantly enough for use in dementia care?, <em>International Psychogeriatrics</em>, Cambridge University Press". Our objective is to evaluate the recognition, and denomination of the six basic emotional facial expressions as displayed by a social robot to persons with dementia, and to compare it with the results from the evaluation of static photographs of humans from the Paul Ekman database in order to investigate the differences in recognition rates among the two stimuli.
DOI: 10.5281/zenodo.3766686
title: Replication package of A benchmark-based evaluation of search-based crash reproduction

description: Release of the reproduction package of Soltani, M., Derakhshanfar, P., Devroey, X. and van Deursen, A. (2020). A benchmark-based evaluation of search-based crash reproduction. In Empirical Software Engineering. 25, 1 (Jan. 2020), pp. 96–138.
description: {"references": ["Soltani, M., Derakhshanfar, P., Devroey, X. and van Deursen, A. (2020). A benchmark-based evaluation of search-based crash reproduction. In Empirical Software Engineering. 25, 1 (Jan. 2020), pp. 96\u2013138."]}
DOI: 10.5281/zenodo.3766685
title: Replication package of A benchmark-based evaluation of search-based crash reproduction

description: Release of the reproduction package of Soltani, M., Derakhshanfar, P., Devroey, X. and van Deursen, A. (2020). A benchmark-based evaluation of search-based crash reproduction. In Empirical Software Engineering. 25, 1 (Jan. 2020), pp. 96–138.
description: {"references": ["Soltani, M., Derakhshanfar, P., Devroey, X. and van Deursen, A. (2020). A benchmark-based evaluation of search-based crash reproduction. In Empirical Software Engineering. 25, 1 (Jan. 2020), pp. 96\u2013138."]}
DOI: 10.5281/zenodo.3953592
title: Data for: Hand muscles attachments: A Geometrical model

description: Dataset to be linked with not yet published manuscript "Hand muscles attachments: A Geometrical model" In musculoskeletal modelling, parameters identification, such as the exact position and trajectories of muscle attachments, is a crucial issue. The main goal of this study was to calculate the position, attachment dimensions and cross section areas of twenty-five extrinsic and intrinsic hand muscle complexes. We integrated measurements taken from cadaveric preparations, magnetic resonance imaging and mathematical theory. Sixteen cadaveric preparations were dissected to draw up the anatomical maps including the position of muscle attachments, dimensions, shapes, cross section areas and variations. The magnetic resonance imaging of cadaveric upper extremity was performed to reconstruct the geometry of all bones and hand muscles. Using these outcomes, the muscle attachments and cross section areas were extracted and verified using the obtained morphological and morphometric analysis. The exact trajectories of muscle lines of action were computed using the modified weighted k-means method and Hungary algorithm. This work introduces a new approach to acquiring musculoskeletal modelling data in general and contributes extensive dataset to the hand musculature modelling in particular. <strong>Acknowledgments</strong> This work was supported by the project n. 182 “Obstetrics 2.0 - Virtual models for the prevention of injuries during childbirth” realised within the frame of the Program INTERREG V-A: Cross- border cooperation between the Czech Republic and the Federal State of Germany Bavaria, Aim European Cross-border cooperation 2014-2020. The realisation is supported by financial means of the European Regional Development Fund (85 % of the costs) and the state budget of the Czech Republic (5 %). KI is part-funded by project No. CZ.02.1.01/0.0/0.0/16_019/0000787 “Fighting INfectious Diseases“, awarded by the Ministry of Education, Youth and Sports of the Czech Republic, financed from The European Regional Development Fund.
DOI: 10.5519/qd.mtyqw6q9
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4571224 records)