cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/2a62652a4fe6412693123dd6328f6dc8
title: HadUK-Grid Gridded Climate Observations on a 1km grid over the UK, v1.0.0.0 (1862-2017)

description: HadUK-Grid is a collection of gridded climate variables derived from the network of UK land surface observations. The data have been interpolated from meteorological station data onto a uniform grid to provide complete and consistent coverage across the UK. The data sets cover the UK at 1km x 1km resolution. These 1km x 1km data have been used to provide a range of other resolutions and across countries, administrative regions and river basins to allow for comparison to data from UKCP18 climate projections. The dataset spans the period from 1862 to 2017, but the start time is dependent on climate variable and temporal resolution. The grids are produced for daily, monthly, seasonal and annual timescales, as well as long term averages for a set of climatological reference periods. Variables include air temperature (maximum, minimum and mean), precipitation, sunshine, mean sea level pressure, wind speed, relative humidity, vapour pressure, days of snow lying, and days of ground frost. This data set supersedes the UKCP09 gridded observations. Subsequent versions may be released in due course and will follow the version numbering as outlined by Hollis et al. (2018, see linked documentation). The primary purpose of these data are to facilitate monitoring of UK climate and research into climate change, impacts and adaptation. The datasets have been created by the Met Office with financial support from the Department for Business, Energy and Industrial Strategy (BEIS) and Department for Environment, Food and Rural Affairs (DEFRA) in order to support the Public Weather Service Customer Group (PWSCG), the Hadley Centre Climate Programme, and the UK Climate Projections (UKCP18) project. The data recovery activity to supplement 19th and early 20th Century data availability has also been funded by the Natural Environment Research Council (NERC grant ref: NE/L01016X/1) project "Analysis of historic drought and water scarcity in the UK". The dataset is provided under Open Government Licence.
DOI: 10.5281/zenodo.8071005
title: Is Your Wallet Snitching On You? An Analysis on the Privacy Implications of Web3

description: A dataset containing the results of our study on quantifying Web3 privacy violations such as Web3-based browser fingerprinting and wallet address leakage to third-parties by DApps and wallet extensions.
DOI: 10.5281/zenodo.8071006
title: Is Your Wallet Snitching On You? An Analysis on the Privacy Implications of Web3

description: A dataset containing the results of our study on quantifying Web3 privacy violations such as Web3-based browser fingerprinting and wallet address leakage to third-parties by DApps and wallet extensions.
DOI: 10.6084/m9.figshare.23541279.v1
title: Threat appraisal_combined.sav

description: It is becoming increasingly frequent for customers to treat employees disrespectfully, challenge their authority, or neglect to show courtesy through words such as "please" and "thank you". This type of incivility is a serious problem that must be addressed immediately. This study examined how customer incivility predicts employee anger and the role of threat appraisal in this relationship. The sample group (<em>N</em>=405) was recruited through an online survey platform and asked to rate their experiences of customer incivility, threat appraisal, anger, sense of power and power distance orientation. Results showed that 69.9% of employees reported experiencing customer incivility daily, 28.1% reported it weekly, and 49.9% reported it monthly. Threat appraisal was found to mediate the positive relationship between customer incivility and employee anger. Additionally, there was a three‐way interaction on threat appraisal between customer incivility, employee sense of power, and employee power distance. Employees with a high sense of power and a high-power distance orientation appraised customer incivility as more threatening than their counterparts with a low and low power distance orientation. This study provides valuable insights for selecting and training individuals with high power distance orientation. Implications for research and practice are also discussed.
DOI: 10.5281/zenodo.8073634
title: Supporting data for "Machine Learning Made Easy (MLme): A Comprehensive Toolkit for Machine Learning-Driven Data Analysis"

description: Machine learning (ML) has emerged as a vital asset for researchers to analyze and extract valuable information from complex datasets. However, developing an effective and robust ML pipeline can present a real challenge, demanding considerable time and effort, thereby impeding research progress. Existing tools in this landscape require a profound understanding of ML principles and programming skills. Furthermore, users are required to engage in the comprehensive configuration of their ML pipeline to obtain optimal performance. To address these challenges, we have developed a novel tool called <em>Machine Learning Made Easy </em>(MLme) that streamlines the use of ML in research, specifically focusing on classification problems at present. By integrating four essential functionalities, namely Data Exploration, AutoML, CustomML, and Visualization, MLme fulfills the diverse requirements of researchers while eliminating the need for extensive coding efforts. To demonstrate the applicability of MLme, we conducted rigorous testing on six distinct datasets, each presenting unique characteristics and challenges. Our results consistently showed promising performance across different datasets, reaffirming the versatility and effectiveness of the tool. Additionally, by utilizing MLme's feature selection functionality, we successfully identified significant markers for CD8+ naïve (BACH2), CD16+ (CD16), and CD14+ (VCAN) cell populations. MLme serves as a valuable resource for leveraging machine learning (ML) to facilitate insightful data analysis and enhance research outcomes, while alleviating concerns related to complex coding scripts. The source code and a detailed tutorial for MLme are available at https://github.com/FunctionalUrology/MLme.
DOI: 10.5281/zenodo.8067169
title: [IO Islamic 3358] ديوان حافظ

description: <strong>Dîwân-i-Ḥâfiż.</strong> <strong>This manuscript is now IO Islamic 1265 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 3358 here with notations and hyperlinks].</strong> <strong>1265</strong> A third defective copy of the same. Contents: Ghazals, in alphabetical order, on fol. 1<sup>b</sup>. There is a lacuna of three leaves after fol. 2. Four unalphabetical ghazals, on ff. 151<sup>b</sup>-153<sup>a</sup>. The usual mukhammas, on fol. 153<sup>a</sup>. Mathnawîs, ḳiṭ’as, and rubâ’îs, on fol. 154<sup>a</sup>, beginning: الا اى آهوى الخ . Ff. 24 and 25 are misplaced and must be inserted after fol.117. No date. A few various readings and additions on the margin. No. 3358, olim 7. J. 15, ff. 1-171, 2 coll., each ll. 16; Nasta’lîḳ; illuminated frontispiece; size, 8<sup>3/4</sup> in. by 4<sup>3/4</sup> in.
DOI: 10.5281/zenodo.8067168
title: [IO Islamic 3358] ديوان حافظ

description: <strong>Dîwân-i-Ḥâfiż.</strong> <strong>This manuscript is now IO Islamic 1265 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 3358 here with notations and hyperlinks].</strong> <strong>1265</strong> A third defective copy of the same. Contents: Ghazals, in alphabetical order, on fol. 1<sup>b</sup>. There is a lacuna of three leaves after fol. 2. Four unalphabetical ghazals, on ff. 151<sup>b</sup>-153<sup>a</sup>. The usual mukhammas, on fol. 153<sup>a</sup>. Mathnawîs, ḳiṭ’as, and rubâ’îs, on fol. 154<sup>a</sup>, beginning: الا اى آهوى الخ . Ff. 24 and 25 are misplaced and must be inserted after fol.117. No date. A few various readings and additions on the margin. No. 3358, olim 7. J. 15, ff. 1-171, 2 coll., each ll. 16; Nasta’lîḳ; illuminated frontispiece; size, 8<sup>3/4</sup> in. by 4<sup>3/4</sup> in.
DOI: 10.5281/zenodo.8073838
title: [IO Islamic 407] ديوان حافظ

description: <strong>Dîwân-i-Ḥâfiż.</strong> <strong>This manuscript is now IO Islamic 1266 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 407 here with notations and hyperlinks].</strong> 1266 Extracts from the same dîwân. Contents: Muḥammad Gulandâm’s preface, on fol. 400<sup>b</sup>. Ghazals, in alphabetical order, on fol. 402<sup>b</sup>. Ḳiṭ’as, on fol. 492<sup>a</sup>, beginning: بر تو خوانم زدفتر اخلاق الخ (=Brockhaus, No. 583). Rubâ’îs, on fol. 494<sup>a</sup>, with a few fards at the end, beginning: مردى زكنندۀ الخ. No. 407, margin-column, ff. 400<sup>b</sup>-496<sup>a</sup>, ll. 44; clear Nasta’lîḳ; ornaments throughout.
DOI: 10.5281/zenodo.8073837
title: [IO Islamic 407] ديوان حافظ

description: <strong>Dîwân-i-Ḥâfiż.</strong> <strong>This manuscript is now IO Islamic 1266 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 407 here with notations and hyperlinks].</strong> 1266 Extracts from the same dîwân. Contents: Muḥammad Gulandâm’s preface, on fol. 400<sup>b</sup>. Ghazals, in alphabetical order, on fol. 402<sup>b</sup>. Ḳiṭ’as, on fol. 492<sup>a</sup>, beginning: بر تو خوانم زدفتر اخلاق الخ (=Brockhaus, No. 583). Rubâ’îs, on fol. 494<sup>a</sup>, with a few fards at the end, beginning: مردى زكنندۀ الخ. No. 407, margin-column, ff. 400<sup>b</sup>-496<sup>a</sup>, ll. 44; clear Nasta’lîḳ; ornaments throughout.
DOI: 10.5281/zenodo.8073853
title: [IO Islamic 2398] Ghazals of Ḥâfiż

description: <strong>Ḥâfiż'-Ghazals.</strong> <strong>This manuscript is now IO Islamic 1267 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 2398 here with notations and hyperlinks].</strong> 1267 The ghazals of Ḥâfiż. Ghazals, in alphabetical order, beginning as usual. Dated by Shaikh Abû Turâb, living in Diwpûr in the Pargana of پندق, the 1st of Dhû-alḥijjah, A.H. 1213 (1206 of the Bangâlî era= A.D. 1799, May 6). No. 2398, ff. 205, 2 coll., each ll. 13; Nasta’lîḳ; size 8<sup>1/2</sup> in. by 6<sup>1/8</sup> in.
DOI: 10.5281/zenodo.8073852
title: [IO Islamic 2398] Ghazals of Ḥâfiż

description: <strong>Ḥâfiż'-Ghazals.</strong> <strong>This manuscript is now IO Islamic 1267 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 2398 here with notations and hyperlinks].</strong> 1267 The ghazals of Ḥâfiż. Ghazals, in alphabetical order, beginning as usual. Dated by Shaikh Abû Turâb, living in Diwpûr in the Pargana of پندق, the 1st of Dhû-alḥijjah, A.H. 1213 (1206 of the Bangâlî era= A.D. 1799, May 6). No. 2398, ff. 205, 2 coll., each ll. 13; Nasta’lîḳ; size 8<sup>1/2</sup> in. by 6<sup>1/8</sup> in.
DOI: 10.48328/tudatalib-1186
title: Neuron Yield Spectra simulated with Monte Carlo code

description: Monte Carlo Data created by PHITS 3.28A. Simulations were used to investigate large parameterspaces relevant for subspallation neutron production. The data was used in a PhD Thesis and a corresponding article.
DOI: 10.5281/zenodo.8073869
title: [IO Islamic 3512] Ghazals of Ḥâfiż

description: <strong>Ḥâfiż'-Ghazals.</strong> <strong>This manuscript is now IO Islamic 1268 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 3512 here with notations and hyperlinks].</strong> 1268 Another copy of the same ghazals. Ghazals, in alphabetical order. No date. This copy is extremely worm-eaten. No. 3512, ff. 189, 2 coll., each ll. 14; Nasta’lîḳ; illuminated frontispiece; size, 7<sup>3/8</sup> in. by 3<sup>3/4</sup> in.
DOI: 10.5281/zenodo.8073868
title: [IO Islamic 3512] Ghazals of Ḥâfiż

description: <strong>Ḥâfiż'-Ghazals.</strong> <strong>This manuscript is now IO Islamic 1268 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 3512 here with notations and hyperlinks].</strong> 1268 Another copy of the same ghazals. Ghazals, in alphabetical order. No date. This copy is extremely worm-eaten. No. 3512, ff. 189, 2 coll., each ll. 14; Nasta’lîḳ; illuminated frontispiece; size, 7<sup>3/8</sup> in. by 3<sup>3/4</sup> in.
DOI: 10.4121/19513957
title: Roots follow Moisture, data underlying the publication: Dynamic root growth in response to depth-varying soil moisture availability: a rhizobox study

description: Data and models (Matlab) underlying graphs and results of Maan, D. C., ten Veldhuis, M. C., & van de Wiel, B. J. H. (2022). Dynamic root growth in response to depth-varying soil moisture availability: a rhizobox study. <em style="color:rgb(34, 34, 34);">EGUsphere</em>, 1-18.https://doi.org/10.5194/egusphere-2022-104. We investigated the influence of soil moisture onroot growth. To this end, we installed subsurface drip lines and small soil moisture sensors (0.2 L measurement volume) inside rhizoboxes (length x width x height of 45x7.5x45 cm). The development of the vertical soil moisture and root growth profiles is tracked in space and time. This Dataset includes timeseries of soil moisture at four different depth levels inside the rhizobox , root growth rates within intervals of five days, irrigation volumes and depths and timeseries of the Rhizobox mass (most data in both matlab and excel files). The set also contains different versions of the parsimonious one-dimensional Matlab model for simulating the evolution of root growth and soil moisture inside the rhizobox .
DOI: 10.4121/19513957.v1
title: Roots follow Moisture, data underlying the publication: Dynamic root growth in response to depth-varying soil moisture availability: a rhizobox study

description: Data and models (Matlab) underlying graphs and results of Maan, D. C., ten Veldhuis, M. C., & van de Wiel, B. J. H. (2022). Dynamic root growth in response to depth-varying soil moisture availability: a rhizobox study. <em style="color:rgb(34, 34, 34);">EGUsphere</em>, 1-18.https://doi.org/10.5194/egusphere-2022-104. We investigated the influence of soil moisture onroot growth. To this end, we installed subsurface drip lines and small soil moisture sensors (0.2 L measurement volume) inside rhizoboxes (length x width x height of 45x7.5x45 cm). The development of the vertical soil moisture and root growth profiles is tracked in space and time. This Dataset includes timeseries of soil moisture at four different depth levels inside the rhizobox , root growth rates within intervals of five days, irrigation volumes and depths and timeseries of the Rhizobox mass (most data in both matlab and excel files). The set also contains different versions of the parsimonious one-dimensional Matlab model for simulating the evolution of root growth and soil moisture inside the rhizobox .
DOI: 10.21227/xf6k-qz88
title: A pixel dichotomy coupled linear kernel-driven model for estimating fractional vegetation cover in arid areas from high-spatial-resolution images

description: With the increased use of high-spatial-resolution (HSR) images for vegetation monitoring in arid areas, more details of the low vegetation coverage and interference from the land “background” are captured in the corresponding images. From computational time and accuracy, the multi-angle method (MAM) in the pixel dichotomy model is apotential algorithm to apply in arid areas, but MAMneeds the multi-angle vegetation index (VI) as the driver parameters. However, most HSR images are obtained in nadir mode, and themulti-angle information of reflectance is difficult toobtain, which limits the estimation of multi-angle VI from HSR images. To address this issue, this study used a “graphical method” to modify the radiation influence caused by the canopy structure and land “background.” We developed an inversion method of the linear kernel-driven model (KDM) and designed a random sampling method to estimate multi-angle VI from HSR images. Then, we proposed a new pixel dichotomy coupled linear KDM (PDKDM), validated using simulated, field-measured, and reference data. The results showed that the FVC in arid areas estimated by PDKDM was highly consistent with “true” data, with root-mean-square error (RMSE) &lt; 0.062, RMSE &lt; 1.125, and RMSE &lt; 0.027 for comparison with simulated, field-measured and reference data, respectively. PDKDM addressed the issue with the previous MAMs to estimate FVC from HSR images in arid areas. This study provides a useful algorithm with high computational efficiency for producing HSR FVCs in arid areas.
DOI: 10.5281/zenodo.8073857
title: (SNP Array) Single-Cell Multi-Omics Identifies Chronic Inflammation as a Driver of TP53 mutant Leukaemic Evolution

description: Single nucleotide polymorphism (SNP) array data files related our publication titled "Single-Cell Multi-Omics Identifies Chronic Inflammation as a Driver of <em>TP53 </em>mutant Leukaemic Evolution".
DOI: 10.5281/zenodo.8073856
title: (SNP Array) Single-Cell Multi-Omics Identifies Chronic Inflammation as a Driver of TP53 mutant Leukaemic Evolution

description: Single nucleotide polymorphism (SNP) array data files related our publication titled "Single-Cell Multi-Omics Identifies Chronic Inflammation as a Driver of <em>TP53 </em>mutant Leukaemic Evolution".
DOI: 10.57745/9yhy6z
title: DEUFI project WP1a dataset.zip

description: Data as excel files + readme
DOI: 10.57745/aebktb
title: Deufi WP1a dataset explanation.pdf

description: General explanation file
DOI: 10.5281/zenodo.7775919
title: Datasets and R source code of manuscript "No evidence for an effect of chronic boat noise on the fitness of reared water fleas"

description: Datasets and R source code of manuscript "No evidence for an effect of chronic boat noise on the fitness of reared water fleas" Experiments : exposition of Daphnia magna to boatnoise or silence along all their life. Measure of survival and clonal reproduction.
DOI: 10.5281/zenodo.7339910
title: Datasets and R source code of manuscript "No evidence for an effect of chronic boat noise on the fitness of reared water fleas"

description: Datasets and R source code of manuscript "No evidence for an effect of chronic boat noise on the fitness of reared water fleas" Experiments : exposition of Daphnia magna to boatnoise or silence along all their life. Measure of survival and clonal reproduction.
DOI: 10.5281/zenodo.7886079
title: Analysis - Threatened North African seagrass meadows have supported green turtle populations for millennia

description: Scripts and data to run bagplots and discriminant analysis associated with the paper: Threatened North African seagrass meadows have supported green turtle populations for millennia, de Kock et al.
DOI: 10.5281/zenodo.7886078
title: Analysis - Threatened North African seagrass meadows have supported green turtle populations for millennia

description: Scripts and data to run bagplots and discriminant analysis associated with the paper: Threatened North African seagrass meadows have supported green turtle populations for millennia, de Kock et al.
DOI: 10.6084/m9.figshare.23566287
title: Supplementary Material for: Timing of initiation of acute stroke rehabilitation and management corresponding to complications at primary stroke centers in Japan: a nationwide cross-sectional web-based questionnaire survey

description: Introduction: Many guidelines now recommend early rehabilitation for acute stroke patients. However, evidence remains lacking regarding the specific timings for initiation of various rehabilitation steps and management when complications are encountered in acute stroke rehabilitation. This survey aimed to investigate actual clinical situations in acute stroke rehabilitation in Japan, to improve the medical systems for rehabilitation and plan further studies. Methods: This nationwide, cross-sectional, web-based questionnaire survey was administered between February 7, 2022 and April 21, 2022, targeting all primary stroke centers (PSCs) in Japan. Among several components of the survey, this paper focused on the timing of the initiation of three rehabilitation steps (passive bed exercise; head elevation; and out-of-bed mobilization), along with the management of rehabilitation (continued or suspended) in the event of complications during acute stroke rehabilitation. We also investigated the influence of facility features on these contents. Results: Responses were obtained from 639 of the 959 PSCs surveyed (response rate: 66.6%). In cases of ischemic stroke and intracerebral hemorrhage, most PSCs initiated passive bed exercise on Day 1, head elevation on Day 1 and out-of-bed mobilization on Day 2 (with day of admission defined as Day 1). In cases with subarachnoid hemorrhage, rehabilitation steps were delayed compared to other stroke subtypes or showed wide variation depending on the facility. Passive bed exercise was accelerated by the presence of protocols for rehabilitation and weekend rehabilitation. Out-of-bed mobilization was accelerated by the presence of a stroke care unit. Facilities with board-certified rehabilitation doctors were cautious regarding the initiation of head elevation. Most PSCs suspended rehabilitation training in the event of symptomatic systemic/neurological complications. Conclusion: Our survey revealed the actual situation of acute stroke rehabilitation in Japan and indicated that some facility features appear to influence early increases in physical activity levels and early mobilization. Our survey provides fundamental data to improve the medical systems for acute stroke rehabilitation in the future.