cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9xfgfrywcm
title: Home Alone: Widows’ Well-Being and Time

description: These are the replication files for the article 'Home Alone: Widows’ Well‑Being and Time' published in Journal of Happiness Studies, available at: https://doi.org/10.1007/s10902-023-00622-w.
DOI: 10.6084/m9.figshare.24511306.v1
title: <b>Drivers of biogenic volatile organic compound emissions in hygrophytic bryophytes (DATASET)</b>

description: Dataset and R script used to produce the results shown in the paper: <b>Drivers of biogenic volatile organic compound emissions in hygrophytic bryophytes</b>.
DOI: 10.6084/m9.figshare.28334051.v2
title: <b>Genomic analyses identify nosocomial transmission of ST23 carbapenem-resistant hypervirulent </b><b><i>Klebsiella pneumoniae</i></b><b> mediated by a conjugative IncFII</b><sub><strong>K2</strong></sub><b> NDM-1 plasmid</b>

description: The World Health Organization has identified ST23 carbapenem-resistant hypervirulent <i>Klebsiella pneumoniae</i> (CR-hvKP) as a critical public health threat. Through China's national surveillance system (BRICS), we identified and characterized ST23 CR-hvKP bloodstream isolates from 2019–2023.
DOI: 10.6084/m9.figshare.28723367.v1
title: Tracing the current and future pathways of inequities in global land system pressures

description: Code and data for Tracing the current and future pathways of inequities in global land system pressures
DOI: 10.17632/b2yhc95rnx
title: A Novel Dataset for Aspect-based Sentiment Analysis for Teacher Performance Evaluation

description: The dataset was created by collecting student feedback from American International University-Bangladesh and then labelled by undergraduate-level students into three sentiment classes: positive, negative, and neutral. The dataset was then cleaned and preprocessed to ensure data quality and consistency. The final dataset contains more than 2,000,000 student feedback instances related to teacher performance. This dataset can be used to develop and evaluate ABSA models for teacher performance evaluation.
DOI: 10.6084/m9.figshare.1348840.v1
title: LBW data

description: Risk factors for low birthweight
DOI: 10.6084/m9.figshare.24539050.v1
title: <b>Dataset: High methane concentrations in tidal salt marsh soils: where does the methane go?</b>

description: Tidal salt marshes produce and emit CH<sub>4</sub>. Therefore, it is critical to understand the biogeochemical controls that regulate CH<sub>4</sub> spatial and temporal dynamics in wetlands. The prevailing paradigm assumes that acetoclastic methanogenesis is the dominant pathway for CH<sub>4</sub> production, and higher salinity concentrations inhibit CH<sub>4 </sub>production in salt marshes. Recent evidence shows that CH<sub>4</sub> is produced within salt marshes via methylotrophic methanogenesis, a process not inhibited by sulfate reduction. To further explore this conundrum, we performed measurements of soil-atmosphere CH<sub>4</sub> and<sub> </sub>CO<sub>2 </sub>fluxes coupled with depth profiles of soil CH<sub>4</sub> and CO<sub>2</sub> pore water gas concentrations, stable and radioisotopes, pore water chemistry, and microbial community composition to assess CH<sub>4</sub> production and fate within a temperate tidal salt marsh. We found unexpectedly high CH<sub>4</sub> concentrations up to 145,000 μmol mol<sup>-1</sup> positively correlated with S<sup>2-</sup> (salinity range: 6.6 to 14.5 ppt). Despite large CH<sub>4</sub> production within the soil, soil-atmosphere CH<sub>4</sub> fluxes were low but with higher emissions and extreme variability during plant senescence (84.3 ± 684.4 nmol m<sup>-2</sup> s<sup>-1</sup>). CH<sub>4</sub> and CO<sub>2</sub> within the soil pore water were produced from young carbon, with most Δ<sup>14</sup>C-CH<sub>4</sub><sup> </sup>and Δ<sup>14</sup>C-CO<sub>2</sub> values at or above modern. We found evidence that CH<sub>4</sub> within soils was produced by methylotrophic and hydrogenotrophic methanogenesis. Several pathways exist after CH<sub>4</sub> is produced, including diffusion into the atmosphere, CH<sub>4</sub> oxidation, and lateral export to adjacent tidal creeks; the latter being the most likely dominant flux. Our findings demonstrate that CH<sub>4</sub> production and fluxes are biogeochemically heterogeneous, with multiple processes and pathways that can co-occur and vary in importance over the year. This study highlights the potential for high CH<sub>4</sub> production, the need to understand the underlying biogeochemical controls, and the challenges of evaluating CH<sub>4</sub> budgets and blue carbon in salt marshes.
DOI: 10.6084/m9.figshare.5123704.v1
title: Supplementary Material for: Idiopathic Membranous Nephropathy: Clinical and Histologic Prognostic Features and Treatment Patterns over Time at a Tertiary Referral Center

description: <b><i>Background:</i></b> Idiopathic membranous nephropathy (i-MN) is a leading cause of nephrotic syndrome in adults and results in end-stage renal disease in approximately one third of patients. There are few large, long-term US studies evaluating clinical and histologic prognostic factors in i-MN. <b><i>Methods:</i></b> We describe 132 patients with biopsy-proven i-MN who were followed for a mean period of 68 months at our tertiary referral center from 1977 to 2009, and we analyzed clinical and histologic features that predicted renal outcomes. <b><i>Results:</i></b> The presence of hypertension and treating physician’s decision to institute immunosuppression were negative predictors of attaining complete or partial remission. Among clinical variables, impaired renal function (eGFR &lt;60 ml/min/1.73 m<sup>2</sup>) at time of presentation was the only variable at presentation associated with an increased risk of reaching end-stage renal disease. The use of statins and RAAS blockers were protective. The choice of corticosteroids as the initial immunosuppressive agent by referring physicians decreased over time but even in the most recent era (2000–2008) was significant (33%). <b><i>Conclusion:</i></b> Renal function at presentation and non-white race were the main predictors of a worse renal outcome. Corticosteroid therapy is still being adopted as first-line therapy in a significant number of patients in this era. The development of guidelines may help clarify the treatment strategies of i-MN.
DOI: 10.17632/64zy9f2dkf
title: Annotated real and synthetic datasets for non-invasive foetal electrocardiography post-processing benchmarking

description: Version 2: Corrected annotations Non-invasive foetal electrocardiography (fECG) can be obtained at different gestational ages by means of surface electrodes applied on the maternal abdomen. The signal-to-noise ratio (SNR) of the fECG is usually low, due to the small size of the foetal heart, the foetal-maternal compartment, the maternal physiological interferences and the instrumental noise. Even after powerful fECG extraction algorithms, a post-processing step could be required to improve the SNR of the fECG signal. In order to support the researchers in the field, this work presents an annotated dataset of real and synthetic signals, which was used for the study “Wavelet Denoising as a Post-Processing Enhancement Method for Non-Invasive Foetal Electrocardiography” [1]. Specifically, 21 15 s-long fECG, dual-channel signals obtained by multi-reference adaptive filtering from real electrophysiological recordings were included. The annotation of the foetal R peaks by an expert cardiologist was also provided. Recordings were performed on 17 voluntary pregnant women between the 21st and the 27th week of gestation. The raw recordings were also included for the researchers interested in applying a different fECG extraction algorithm. Moreover, 40 10 s-long synthetic non-invasive fECG were provided, simulating the electrode placement of one of the abdominal leads used for the real dataset. The annotation of the foetal R peaks was also provided, as generated by the FECGSYN tool used for the signals’ creation. Clean fECG signals were also included for the computation of indexes of signal morphology preservation. All the signals are sampled at 2048 Hz. The data provided in this work can be used as a benchmark for fECG post-processing techniques but can also be used as raw signals for researchers interested in foetal QRS detection algorithms and fECG extraction methods. Please note that, because of versioning issues, the v1 version of our dataset included some annotation errors (6%) with respect to the real data effectively used in our published works. Therefore, please download the current version (v2) of the dataset.
DOI: 10.17632/hyshck7g5d
title: Familial and Social Proximity and Preferences for Giving and Redistribution

description: This data is for the paper that explores the role of relationships in explaining giving. The data was collected using social discounting experiments. Mixed-effect multi-level regression modelling is applied to determine how characteristics of benefactor-beneficiary relationships contribute to differences in giving, reporting that beyond the importance of kinship, psychosocial closeness and socio-economic inequality, communication and gender dynamics matter in giving. The current data also reveals the complexity of the subject-recipient relationship in social discounting experiments. The stata data file and do files are uploaded here
DOI: 10.17632/bxmd7c78zf
title: Time history response and numerical models of a 3D shear frame

description: All the laboratory tests reported here have been conducted in the i4S laboratory, Indian Institute of Technology Mandi in India. The operating temperature has been the ambient room temperature which has been observed to be consistent within a range of 15-20o C which has been considered insignificant to cause any substantial thermal induced changes. The test setup is of a three-dimensional frame model that is designed in such a convenient manner that elements of this frame can be easily assembled or dismantled as needed without much complexity. 
The frame is excited using an impact hammer in different directions and locations (for more details see the section 2.4). A total of sixteen datasets for undamaged and three damaged conditions of the structure are recorded and shared in the raw format. 
Data contains following folders as-
Experimental Data: A undamaged_section folder which contains Data file name as und_position1_28th_jan.xlsx with the abbreviations should be read as: und- undamaged, position1 –force is applied at 1st position, 28th_jan – 28th January 2022, similarly for damage types (Folder named as e.g., Damaged_type1) are represented as heavy, lightbeam, reduc for type 1, 2 and 3 damages respectively. Supporting MATLAB codes are also attached in respective folders. 
MATLAB Model: This folder contains 3 excel file as Damaged_type1, Damaged_type2, Undamaged, which represent heavy, light beam and undamaged beam respectively. This folder contains MATLAB files of 3D frame structure.
ABAQUS Model: This folder contains 4 folders named as Damaged_type1, Damaged_type2, Damaged_type3, Undamaged, which represent heavy, light beam, reduced cross section  and undamaged beam respectively. The folder contains ABAQUS files (e.g., project1.cae, project1.jnl) of 3D frame structure.
Dynamic Analysis: This folder contains Abaqus1.xlsx file in which the acceleration response of Abaqus as well as experimental stored and in MATLAB file (Acceleration_comparision.m) Both responses compared.
Frequencies comparison: In this folder there is a file named comparision.xlsx, which is created for the comparison of frequencies of damaged and undamaged section.
Nano-indentation test Data: This data is used for the determination of modulus of elasticity of material. In this folder there is three files named as sample_pos (1,2,3) which means data collected from 3 different position of sample.
Noise Data: In this folder, there is a file (named main.m) used for the calculation of noise and covariance of noise of the instrument (accelerometer, strain sensor, impact hammer) and a Test_cov.xlsx is the data file of the noise of respective instrument.
Nonlinear Stress-Strain data: This folder contains 2 file ( rambur_osgoods.m and ramburg osgoods.xlsx) which contains actual stress-strain data and optimized ramburg osgoods data of the material.
DOI: 10.6084/m9.figshare.12652592.v1
title: A Public Dataset of Dynamic Hand-gestures Acquired using Impulse-radar sensors.

description: We will add final approved abstract here
DOI: 10.6084/m9.figshare.13033262.v1
title: all_generated_compounds.csv

description: Dataset of all possible (AA')BO3 and A(BB')O3 compositions<br>
DOI: 10.6084/m9.figshare.7306616.v1
title: Supplementary Material for: High-Throughput Sequencing of Putative Novel microRNAs in Rhesus Monkey Peripheral Blood Mononuclear Cells following EV71 and CA16 Infection

description: <b><i>Objectives:</i></b> Enterovirus 71 (EV71) and Coxsackievirus A16 (CA16) remain the major pathogens in hand, foot, and mouth disease (HFMD) cases, but the mechanisms of the different pathogeneses that follow EV71 and CA16 infection remain largely unknown. <b><i>Methods:</i></b> Herein, we utilized microRNA (miRNA) deep sequencing to investigate the roles of novel differentially expressed miRNAs in peripheral blood mononuclear cells (PBMCs) infected with EV71 and CA16. <b><i>Results:</i></b> The results identified 13 novel differentially expressed miRNAs in each group. Additionally, the target genes were predicted by the miRanda and RNAhybrid programs, and a total of 2,501 targets were found in the two databases. Then, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses revealed that these targets were mainly involved in cell development and were associated with nervous system development, system development, multicellular organism development, the Wnt signaling pathway, the PDGF signaling pathway, and the EGF receptor signaling pathway. Finally, a coexpression regulatory network was built with the key targets to further extrapolate the functional interactions of the targets and their coexpressed genes. <b><i>Conclusion:</i></b> Our results not only revealed potential biomarkers or targets for the diagnosis and treatment of HFMD, but also provided new insights to explore the mechanisms of EV71 and CA16 pathogenesis.
DOI: 10.17632/5hjyy6z436
title: Dataset of land surface temperature, near-infrared and short-wave infrared reflectance for estimation of water availability in vegetation

description: This dataset contains measurements of LST, NIR and SWIR reflectance of soybean, corn and barley taken in field campaigns in central Argentine Pampas (La Campana, 37°17' S, 58°56' W) and laboratory with a ST PRO Raytek (8-14µm) and a spectrometer SVC HR-1024i (0.35 and 2.5 µm). Also, data of relative water content of leaves measured in laboratory during the dehydration process are included.
DOI: 10.17632/9rkcm948w7
title: Dataset related to the characteristics of the champion that influence the implementation of quality improvement programs in health facilities in Haiti

description: Background Quality improvement in Healthcare is the new fashion actually. Rich countries and developing countries alike are trying to implement quality improvement initiatives to improve their performance and the quality of care. There is evidence in the scientific literature that the existence of a “champion” can play an important role in the successful implementation of quality improvement strategies. Most of the time, people get stuck at the implementation level: they know what to do but they fail to execute it in the organizational setting. That’s where a champion can be useful to facilitate the success of the change. There is a paucity of research on the link between the champion and the implementation of quality improvement programs. The aim of the study was to investigate the perceptions of stakeholders about the characteristics and qualities of the champion that could facilitate the successful implementation of quality improvement programs in health care settings in Haiti. Data collection We used a semi-structured interview guide and a small group discussion guide. Most of the interviews were face to face and were conducted between April and September 2019. Respondents were interviewed about their experience with a champion, their ideas on the qualities and characteristics of successful champions, and what obstacles can prevent them from succeeding in their efforts to facilitate positive change. Most interviews were conducted in Haitian Creole or French by trained qualitative researchers. One interview was conducted in English. Most of the material was audio-recorded and transcribed for analysis, except for one semi-structured interview and the small group discussions, as some participants were not comfortable with the recording. Data analysis We applied a grounded theory approach with Atlas-ti software for the data analysis and interpretation. We predefined two codes that capture the facilitators and the obstacles linked to the champions’ success. All 21 transcripts were revised and compared using the constant comparison method. Then, we considered the themes that emerged from the data (taking into account each category) according to the core meaning of participants. The themes were reviewed several times to make sure they are accurate and grounded in the data. Those data could help you to get a better understanding of the quality and the characteristics of the champions that play a critical role in the implementation of quality improvement programs. The data are transcripts of interviews with stakeholders in the health facilities. In the articles, we extract some quotes from the data in order to illustrate some findings. But the raw data provide more information about the topics of champions and quality improvement.
DOI: 10.6084/m9.figshare.20107523.v1
title: Bioreactor_Conc.xlsx

description: Concentration data of the bioreactor for a time series experiment of oil biodegradation. In the first sheet are the data of the first treatment for each sampling point, where only oil was added. In the second sheet are the data of the second treatment, where dispersed oil was used.
DOI: 10.6084/m9.figshare.21820683.v1
title: Supplementary Material for: Localized Bullous Pemphigoid in a Patient with Acquired Reactive Perforating Collagenosis

description: A 61-year-old man presented with 6-month and 5-day histories of multiple, pruritic nodular eruptions on the trunk and extremities and bullous eruptions on the left foot, respectively. The nodular eruptions had been treated with topical corticosteroids without improvement. He had been diagnosed with diabetes mellitus at the age of 42 years and had been suffering from end-stage renal disease for 1 year. Physical examination revealed scattered violet-brown papules and nodules on the trunk and extremities, many of which had central umbilicated necrosis or keratin plugs. Additionally, two tense bullae and five erosions were noted on the dorsal aspect of the left foot. Laboratory tests showed elevated levels of serum anti-bullous pemphigoid (BP)180 antibody. Histopathological findings of a nodule and a bulla were compatible with those of acquired reactive perforating collagenosis (ARPC) and BP, respectively. The papular and nodular lesions were diagnosed as ARPC, while bullous and erosive lesions were diagnosed as localized BP. The present case, together with previously reported cases of coexisting generalized BP and ARPC, suggests that coexistence of BP, regardless of whether generalized or localized, is significantly associated with ARPC.
DOI: 10.6084/m9.figshare.28077731.v3
title: Code and data for the manuscript Piironen et al. (2025): Environmental drivers of productivity explain population patterns of an Arctic-nesting bird across a half-century

description: This repository includes the R code and data to reproduce the analysis in the manuscript Piironen et al. (2025): Environmental drivers of productivity explain population patterns of an Arctic-nesting bird across a half-century
DOI: 10.17632/5bmyz97y7f
title: Forged Handwritten Document Database

description: Dataset Description:

This is a dataset regarding the creation of forged handwritten document images. In this dataset, ten classes of different forgery operations are performed on handwritten document images, namely: (i) Normal, (ii) Copy-Paste, (iii) Insertion, (iv) Copy-Paste + Insertion (v) Copy-Paste + Noise, (vi) Copy Paste + Blur, (vii) Noise, (viii) Blur, (ix) Insertion + Noise and (x) Insertion + Blur. Each class contains 50 images and hence the total number of images considered for experimentation from 10 classes is 500 (50 original and 450 forged). The original handwritten document images have been collected from students of Rani Channamma University, Belagavi Karnataka, India, from their class assignment notebooks.

In this dataset, the original handwritten text is manipulated by multiple forgery operations, including adding noise and blur levels to the original and forged images. The handwritten documents are scanned using a LaserJet M1136 MFP scanner with 200 DPI, and then multiple forgery operations are performed. It is a combination of copy-paste, insertion, noise, and blur. For altering text, authors have used the Adobe Photoshop tool which is easily available for creating forgeries at the word level. Similarly, for adding noise and blur to the original and forged images, Gaussian Noise and Gaussian Blur operations were used.

In the case of copy-paste operations, part of an image has been copied from the same document, or a different document has had target words pasted, while in the case of insertion, the eraser is used from the menu to delete a portion of a word from the document and different characters are pasted using the insert option, resulting in a forged document. The primary difference between insertion operations and copy-paste is that the insertion operation changes a portion of an image, whereas a copy-paste operation changes the entire image. While performing multiple operations on a word, one operation uses a small portion of the word and another option uses other portions of the word, such as Copy-Paste + Noise and Insertion + Noise, copy-paste + Blur, Insertion + Blur and copy paste + Insertion.

The dataset can be used for research in the area of fake image identification.

Instructions:

1.	There are ten different sub-folders corresponding to the ten different forgery operations.
2.	In each sub-folder, there are forged handwritten document images corresponding to ten different classes of forgery.
3.	All original scanned and forged handwritten document images are in .jpg format.
DOI: 10.17632/njdkgm6mgt
title: Supplemental Notes for an article, Chandurkar et al "Transient Low Shear Stress Preconditioning Influences Long-term Endothelial Traction and Alignment under High Shear Flow”

description: Notes for TFM gel fabrication, Justification regarding short- vs long term imaging timeline and flow control
DOI: 10.6084/m9.figshare.20575278.v4
title: Letter from the Chairman of East India Company to the Chinese Viceroy (1792)

description: In the <em>Letter from the Chairman of the East India Company to the Viceroy</em> (1792), the chairman informed the Qing court that Lord Macartney’s embassy would soon set out and asked the locals to receive them well. The letter was initially delivered with a Latin and an English version, and was translated into three Chinese versions, all of which were collected in <em>Magaerni fanghua shiliao huibian </em>马戛尔尼访华史料汇编 [Archives of Lord Macartney’s Embassy to China] (1996, p. 92, 216-217).
DOI: 10.6084/m9.figshare.21972170.v2
title: Digital Transformation and Digital Literacy SLR database.xlsx

description: This research aimed to identify studies related to digital transformation and digital literacy in higher education institutions through a systematic study of literature. The searched resulted in 830 articles published in the Scopus and Web of Science databases from 2015 to 2022. Quality questions, inclusion and exclusion criteria were applied where 202 articles were selected for the study.