cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/m8y3kd7gf8
title: Data related to Piloting a Biology Virtual Science Lab (VSL) by Lower Secondary School Teachers in Rwanda

description: The dataset presented here was collected from biology teachers in Rwandan lower secondary schools who piloted a newly developed Virtual Science Laboratory (VSL) entitled Monohybridism with Complete Dominance Inheritance from April 23, 2024, to May 3, 2024. This VSL was developed by the Rwanda Quality Basic Education for Human Capital Development (RQBEHCD), a project financed by the World Bank Group through the Rwandan government.
DOI: 10.17632/4f2sxm74cw
title: Research data

description: The following is the research data about the effect of rutin on the physiological and biochemical indexes of Heat Stressed Broilers.
DOI: 10.17632/p8nf2ywgmk
title: LINF_110009600

description: Pumilio protein 10 | PUF10; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.5441539.v1
title: peak gene OX7

description: The candidate target genes of TsNAC1 in OX7 lines
DOI: 10.17632/5rx9sffj8h
title: Data for: Arbuscular mycorrhiza under water — carbon‒phosphorus exchange between rice and symbiotic fungi under different flooding regimes
DOI: 10.17632/yskwvpynwd
title: Supplemental material - Psoriasis and risk of cutaneous melanoma: a retrospective comparative registry-based cohort study

description: Do patients with psoriasis have an increased risk of cutaneous melanoma? Patients with psoriasis have an increased overall cancer risk. However, the association between psoriasis and cutaneous melanoma remains uncertain as results from different studies are heterogeneous. The aim of this Swedish comparative registry-based cohort study was to analyze such a link further. The dataset presented here is the supplemental material of the letter: "Psoriasis and risk of cutaneous melanoma: a retrospective comparative registry-based cohort study" published in the Journal of the American Academy of Dermatology (JAAD).
DOI: 10.17632/zfykpbdrm9
title: Corpus Robo-Advisor

description: Excel file (xlsx) containing the bibliographic references, together with the abstract, of all the documents that constitute the corpus of the article "The emerging field of Robo Advisor: A relational analysis". These references have been classified in the clusters indicated in the article. Sheet 2 of this file contains the dictionary of synonyms constructed as part of the cited article.
DOI: 10.6084/m9.figshare.28760366.v1
title: Vegetation resistance to compound drought and heatwave events buffers the spatial shift velocities of vegetation vulnerability

description: Abstract: Global warming is increasing compound drought and heatwave events. This elevates vegetation loss probability. Despite spatial shifts in vegetation loss probability being crucial for predicting spatial redistribution patterns of vegetation vulnerability across terrestrial ecosystems, they remain poorly understood under compound drought and heatwave events. In this study, using a vine copula model, vegetation loss probability was quantified under compound drought and heatwave events. Spatial shift velocities of vegetation loss probability were examined using the concept of velocity change. Spatial shift velocities of vegetation loss probability would undergo substantial increase based on the satellite observations and future simulations. However, vegetation resistance to droughts buffers spatial shift velocities of vegetation loss probability (p &lt; 0.01). These findings provide evidence that vegetation vulnerability patterns will undergo substantial spatial changes under compound drought and heatwave events, leading to a spatial redistribution of vegetation in disturbance-prone areas.<br>
DOI: 10.17632/dktb4jmgrg
title: Replication package for "Not all leisure is created equal: Income-induced constraints on the enjoyment of leisure"

description: Replication package for "Not all leisure is created equal: Income-induced constraints on the enjoyment of leisure." This package uses American Time Use Survey data made publicly available by the U.S. Bureau of Labor Statistics at https://www.bls.gov/tus/data.htm (see README file for specific files used). We use this data to show that income enhances enjoyment during leisure activities. Our results also examine the mechanisms underlying this positive relationship. The full paper is available at https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4896455
DOI: 10.17632/yhf3tv6nmd
title: Women and Property 1785-1789 Female to Female Only Transactions: North Riding Register of Deeds

description: Research hypothesis was to use the Registers of Deeds for the North Riding of Yorkshire (held at North Yorkshire County Record Office, Northallerton, England) to advance knowledge about women's involvement with property transfer and the wider property market in the 18th & 19th centuries. Registers began in 1736 and ceased in 1970; there are 89 Index Ledgers and 2,328 Deeds Registers. The system for recording data changed in 1885 so one Index Ledger was selected from pre/ post this date and 100 years apart to incorporate impact of Marriage Acts. Stage 1 - Two Index Ledgers were transcribed in full: 1) Index of Lands Vol 9 (1784-90) covers a seven-year period and contains 6,868 unique transactions (31,966 lines); and 2) Index of Lands 1885-1889 covers a five-year period and contains 14,481 unique transactions (52,741 lines). Each line represents a person's name. Core data from Index showed Township, unique reference and names of parties, but the 18th century Index Ledger did not show date of transaction or all parties. To analyse by gender this information was required so was added by using the Deeds Registers. Information from the individual Deeds Registers was then used to add to the core datasets: Stage 2 - The gender of all parties ('male', 'female' and 'not applicable' (for businesses) was added. Stage 3 - The usual residence, occupation (if any), marital status and any details of family relationships or inheritance rights of every women was added. Stage 4 - The 18th century dataset was then reduced to a five-year period covering 1785-1789 ONLY to provide a direct comparison with the 19th century dataset. Comparative analysis by: gender, marital status and number of transactions. Each transaction has a unique reference number but can contain multiple parties and cover more than one township. To identify the true number of transactions, the data had to be controlled for these factors. A control for uniqueness was also required for those individuals and organisations involved in multiple transactions and to avoid assuming that everyone with the same name was actually the same person. Where women were involved, additional data e.g. marital status, residence or family relationships was used to differentiate between like women. **Any transaction in 1784-1790 dataset that contained women ONLY and which had 2+ women named was manually extracted to a separate dataset. This was then revised to strip out transactions for 1784 & 1790, leaving transactions dated 1785-1789 only - REPRESENTED HERE. Excel and .csv versions provided.** ***This dataset does NOT include sole female transactions (mainly Wills - see separate dataset).***
DOI: 10.17632/bw6rk6jtr6
title: SESBANIA GRANDFLORA

description: The dataset consists of over 500 images of Sesbania grandiflora, commonly known as bokful, captured using a Redmi 10 Prime mobile camera. The images are classified into two categories: good bokful and bad bokful. Here’s a detailed description of the dataset:

### Data Collection
- *Device Used*: Redmi 10 Prime mobile camera.
- *Background*: Black background to ensure clear contrast and focus on the bokful.
- *Lighting Condition*: Daylight to ensure natural lighting and consistent illumination across all images.

### Categories
1. *Good Bokful*:
 - *Criteria*: These are the healthy and ideal bokful specimens, characterized by vibrant color, intact structure, and absence of any visible defects or damages.
 - *Examples of Features*: Fresh green leaves, firm stems, and fully bloomed flowers without any spots, discoloration, or wilting.

2. *Bad Bokful*:
 - *Criteria*: These bokful specimens exhibit various forms of defects, damage, or signs of disease.
 - *Examples of Features*: Wilted leaves, discoloration (yellow or brown spots), insect damage, fungal infections, or physical damages like broken stems or torn leaves.

### Image Specifications
- *Resolution*: High-resolution images ensuring detailed visibility of the bokful features.
- *Format*: Likely JPEG or PNG format, commonly supported by mobile cameras.
- *Orientation*: Consistent orientation with the bokful centered in the frame against the black background.

### Data Attributes
- *Image ID*: A unique identifier for each image.
- *Category Label*: A label indicating whether the bokful is 'good' or 'bad'.
- *Image Path*: The file path or URL where the image is stored.
- *Metadata (optional)*: Additional information such as the timestamp of capture, GPS coordinates (if available), and camera settings (e.g., ISO, exposure).

### Potential Use Cases
- *Agricultural Analysis*: Identifying and classifying bokful for quality control in agricultural production.
- *Machine Learning*: Training models for automated detection of plant health and categorization.
- *Educational Purposes*: Serving as a aid for teaching plant pathology or horticulture.
- *Quality Assurance*: Assisting farmers and gardeners in ensuring the quality of their bokful plants.

### Challenges and Considerations
- *Lighting Variability*: Despite daylight conditions, variations in natural light throughout the day might affect the image consistency.
- *Background Consistency*: A black background is used to minimize distractions, but ensuring uniform lighting and background cleanliness is crucial.
- *Camera Limitations*: While the Redmi 10 Prime offers decent camera capabilities, it might not match professional-grade cameras, which could impact image clarity and detail.

### Data Organization
- *Directory Structure*:
 
 ├── dataset
 │ ├── good_bokful
 │ │ ├── image_001.jpg
 │ │ ├── image_002.jpg
 │ │ └── ...
 │ └── bad_bokful
 │ ├── image_001.jpg
 │ ├── image_002.jpg
 │ └── ...
DOI: 10.17632/t4h4hs5xbx
title: Balance mat reliability and validity

description: For this project, the reference method (‘gold standard’) for obtaining balance measurements was the AMTI AccuSway-Optimized (Advanced Mechanical Technology, Inc., MA, USA) force platform. To collect data from the balance mat and force platform simultaneously, the balance mat (BM) was placed on top of the force platform. Markings were made on the underside of the BM to ensure that the mat was placed in the same position relative to the force platform for each trial. All data were collected for each participant in one 45-minute session. Prior to data collection, participants had the procedure explained to them, signed an informed consent form and filled out a screening questionnaire to ensure eligibility for the study. Each participant performed a series of nine static and dynamic balance tests, each of 20 seconds in duration, with two trials performed for each test. Participants rested for 30 seconds between trials. The tests performed were: i. Double leg stance with eyes open ii. Double leg stance with eyes closed iii. Single leg stance on right leg iv. Single leg stance on left leg v. Tandem stance (right leg forward) vi. Tandem stance (left leg forward) vii. Double leg squat viii. Single leg squat on right leg ix. Single leg squat on left leg While performing the tests, participants were asked to focus on a point on a blank black board placed 2 m in front of them. From the BM software, the sway variance (variance of the BM data; BM variance), mean sway distance (mean distance from centre of BM data), sway range (range of BM data), sway velocity (mean velocity of the BM data), and sway path (total length of BM data) were obtained for each trial. From the force platform, the following centre of pressure (COP) measurements were obtained: standard deviation of the radial displacement of the COP (RDSD; in cm); mean radial displacement of the COP (RDavg; in cm); 95% confidence ellipse area (Area95; in cm2), defined as the area of the ellipse which contains the true mean of the coordinates of the COP with a probability of 95%; average velocity of the COP (Vavg; in cm/s); and COP path length (in cm). Spearman’s rank-order correlation coefficients between BM and COP data ranged from 0.63 to 0.79. Spearman’s rank-order correlation coefficients of BM data between the two trials ranged from 0.77 to 0.85. The data file includes scatter plots depicting COP data vs BM data for each of the correlation analyses performed in the study (BM sway variance vs COP RDSD, BM mean sway distance vs COP RDavg, BM sway range vs COP Area95, BM sway velocity vs COP Vavg, and BM sway path vs COP path length).
DOI: 10.17632/nstbdjrg2t
title: Application of Artificial Intelligence in Business Sustainability: A Bibliometric Analysis

description: This bibliometric study provides a comprehensive analysis of the research landscape surrounding the application of Artificial Intelligence in business sustainability from 2004 to 2023 and found 538 documents. The findings reveal a significant upward trend in research activity and publications, particularly from 2019 onwards, highlighting the growing recognition of AI's potential to revolutionize sustainable business practices. The study also identifies key contributing authors, institutions, and countries, as well as the most prominent research sources and subject fields. Furthermore, the thematic map analysis uncovers important themes for future research discussions, such as sustainable development and the integration of sustainability considerations into core business models. By offering valuable insights into current trends, future prospects, and collaboration networks, this study contributes to the growing body of knowledge in this field and serves as a foundation for researchers, practitioners, and policymakers to develop innovative strategies and frameworks for effectively leveraging AI in the pursuit of business sustainability. The results of the thematic map analysis contain interesting themes for future research discussions. Firstly, Sustainable development, encompasses a wide range of topics related to the long-term viability and resilience of businesses, communities, and the environment. Secondly, Business Sustainability focuses specifically on how companies can integrate sustainability considerations into their core business models and practices. Future research can focus on the use of AI for more specific sustainable businesses such as decision making, business development, and supply chain management. The findings from this research can contribute to the growing body of knowledge in this field, enabling researchers to build upon existing theories and develop new frameworks for the effective integration of AI in business sustainability practices.
DOI: 10.17632/nyms2b6g5w
title: LINF_150020000

description: nucleoside transporter 1 | NT1A Leishmania infantum (strain JPCM5)
DOI: 10.17632/rk5yfb7xc5
title: Electrophysiological and WB data

description: The hypothesis of this research is that repeated high-frequency visual stimulation (HFS), but not low-frequency visual stimulation (LFS), can lead to a LTP (long-term potentiation)-like increase of visually-evoked field potentials (VEP) in the primary visual cortex (V1), and this potentiation could be caused by more trafficking of membrane AMPA and NMDA receptors. To test this hypothesis, This study examined the effects of repeated HFS (9 Hz) versus LFS (1 Hz) visual stimulation on VEPs and the membrane protein content of AMPA / NMDA receptors in the V1 of cats. We found that repeated HFS caused a long-term improvement in peak-to-peak amplitude (N1P1, P1N2) of V1-cortical VEPs in response to visual stimuli at HFS-stimulated orientation (SO: 90°) and non-stimulated orientation (NSO: 180°), but the effect exhibited variations depending on stimulus orientation: the amplitude increase of VEPs in response to visual stimuli at SO was larger, reached a maximum earlier and lasted longer than at NSO. By contrast, repeated LFS had not significantly affected the amplitude of V1-cortical VEPs in response to visual stimuli at both SO and NSO. Furthermore, the membrane protein content of the key subunit GluA1 of AMPA receptors and main subunit NR1 of AMPA receptors in V1 cortex was significantly increased after HFS but not LFS when compared with that of control cats. These results indicate that HFS can induce LTP-like improvement of VEPs and an increase in membrane protein of AMPA and NMDA receptors in the V1 cortex of cats, which is similar to but less specific to stimulus orientation than the classic LTP.
The dataset folder includes two sub-folders: one is for Electrophysiological data, which shows repetitive measures of VEP amplitude in the V1 cortex of each cat (Cat1-4) before and at different time points (0-180 min with an interval of 15 min) after the end of HFS or LFS in response visual stimulus at stimulated orientation (SO) and non-stimulated orientation (NSO). Another sub-folder is for Western blot data, which shows the Western blot bands of the key subunit GluA1 of AMPA receptors and the main subunit NR1 of NMDA receptors as well as β-tubulin (internal reference) in the V1 cortex of 6 cats after HFS, 6 cats after LFS and 6 control cats (CTL). Statistical comparison of VEPs amplitude before and after repeated HFS or LFS as well as the normalized OD of GluA1 and NR1 in the V1 cortex between groups was done using ANOVA and LSD (least significance difference) Post hoc pairwise tests. More detailed descriptions for the electrophysiological data and Western blot data are included in each sub-folder.
DOI: 10.21233/brar-0d31
title: Chirip Peninsula ostracode surface sample dataset

description: Raw data for the Chirip Peninsula ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/3mdzkr5b4k
title: 20-minute whole blood clotting test systematic review

description: Study title: The 20-minute whole blood clotting test (20WBCT) for snakebite coagulopathy - a systematic review and meta-analysis of diagnostic test accuracy. Abstract: Background The 20-minute whole blood clotting test (20WBCT) has been used to detect coagulopathy following snakebite for almost 50 years. A systematic review and meta-analysis of the 20WBCT was conducted to evaluate the accuracy of the 20WBCT to detect coagulopathy, indicative of systemic envenoming. Methods and findings Databases were searched from inception up to 09/12/2020 to identify studies that compared the 20WBCT and INR/fibrinogen on five or more subjects. Data was extracted from full-text articles by two reviewers using a predetermined form. Authors of 29 studies that lacked sufficient details in the manuscript were contacted and included if data meeting the inclusion criteria were provided. Included studies were evaluated for bias using a tailored QUADAS-2 checklist. The study protocol was prospectively registered on PROSPERO database (CRD42020168953). The searches identified 3,599 studies, 15 met the inclusion criteria and 12 were included in the meta-analysis. Data was reported from 6 countries and included a total of 2,270 patients. The aggregate weighted sensitivity of the 20WBCT at detecting INR &gt;1.4 was 0.84 (CI 0.61 to 0.94), the specificity was 0.91 (0.76 to 0.97) and the SROC AUC was 0.94 (CI 0.91 to 0.96). The aggregate weighted sensitivity of the 20WBCT at detecting fibrinogen &lt;100 mg/dL was 0.72 (CI 0.58 to 0.83), the specificity was 0.94 (CI 0.88 to 0.98) and the SROC AUC was 0.93 (0.91 to 0.95). Both analyses that used INR and fibrinogen as the reference test displayed considerable heterogeneity. Conclusions In the absence of laboratory clotting assays, the 20WBCT remains a highly specific and fairly sensitive bedside test at detecting coagulopathy following snakebite. However, clinicians should be aware of the importance of operator training, standardized equipment and the lower sensitivity of the 20WBCT at detecting mild coagulopathy and resolution of coagulopathy following antivenom. The data includes Individual patients values from seven studies included in the systematic review. Institutions are anonymous at the request of the host researchers. 20WBCT_SR_repository_1 includes cleaned data used to perform meta-analysis 20WBCT_IDP includes cleaned data provided by six primary authors. This data (in addition to data extracted from figures in a further two publications (Ratnayake et al 2017 and Sano-martins et al 1994) was used to calculate the secondary analyses (severe coagulopathy and comparisons of false negatives and true positives). The authors from one study declined permission to deposit their individual patient data. 20WBCT_IDP+6-12h This data was used to calculate the secondary analysis at assessing the sensitivity and specificity after antivenom.
DOI: 10.6084/m9.figshare.24105264.v1
title: data4845-2023.sav

description: Data of two rounds of questionnaire survey in 31 provinces in China
DOI: 10.6084/m9.figshare.28780766.v3
title: Amazon fish

description: Amazon fishes
DOI: 10.6084/m9.figshare.28801472.v2
title: Effect of acupuncture intervention on serum metabolome in rats with experimental autoimmune thyroiditis

description: In order to investigate the therapeutic effect of acupuncture on experimental autoimmune thyroiditis in rats, and whether there is a common metabolite target with selenium yeast treatment, we examined the serum metabolome of rats.
DOI: 10.6084/m9.figshare.25075790.v1
title: Co-assembled metatranscriptomic reads from the hindgut samples from the millipede species, Glomeris connexa

description: Three quality-filtered reads from the hindgut samples of Glomeris connexa were co-assembled (de novo) with Trinity v2.13.2.
DOI: 10.6084/m9.figshare.28747259.v1
title: Source.Data.Files.xlsx

description: This file includes all the source data for main figures and supplementary figures in the manuscript: "The Metabolomic Profile of a Healthy Lifestyle Mediates Psoriasis Risk and Predicts Multiple Comorbidities".
DOI: 10.34810/data1011
title: Replication Data for: Structural health monitoring of jacket-type support structures in offshore wind turbines: a comprehensive dataset for bolt loosening detection through vibrational analysis

description: This dataset is a collection of vibrational data for structural health monitoring, with focus on the detection of bolt loosening in offshore wind turbine jacket foundations. The data set comprises 780 comma-separated values (CSV) files, each corresponding to specific experimental conditions, including various structural states of the wind turbine's support structure. These states are systematically varied considering three main aspects: the amplitude of a white noise (WN) signal, the type of bolt damage, and the level at which damage has occurred. 

The data were meticulously collected using eight triaxial accelerometers (PCB R Piezotronic model 356A17), strategically placed at different locations on a scaled-down replica of an offshore jacket-type wind turbine. This setup facilitated the acquisition of detailed vibrational data through a National Instruments’ data acquisition (DAQ) system, comprising six input modules (NI 9234 model) housed in a chassis (cDAQ model). The white noise signal, simulating wind disturbance at the nacelle, was produced by a modal shaker and varied in three amplitudes (0.5, 1, and 2), directly proportional to the induced vibration in the wind turbine. 

The conditions include a healthy state (bolts tightened to 12 Nm) and various degrees of loosening (bolts loosened to 9 Nm, 6 Nm, and completely absent), examined at four distinct levels of the turbine's base structure.