cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/wnfqbs
title: Assessing the impact of non‐pharmaceutical (NPI) interventions and the role of mutations on the SARS‐CoV‐2 Virus spread in India using a discrete renewal process

description: In recent years, the world has not suffered so much compared to the devastation caused by Covid 19. The present study aims to investigate the impact of various comprehensive and stringent
interventions (as advised by the government of India) implemented to decelerate the spread of
the SARS-CoV-2 virus. Studying the effects of different mutations found in India is equally important. We consider a stochastic model based on a discrete renewal process that
includes various controlling measures to systematically evaluate their effects on the disease
transmission dynamics through three inter-linked components. A Bayesian model has been considered for the
infection cycle to observe deaths with upper and lower bounds of the total population infected
(attack rates), case detection probabilities, and the reproduction number over time. The MCMC
technique was adopted to analyze the data. This model is related to the widely used
susceptible-infected-recovered (SIR) model, except the renewal is not expressed in differential
form. In this study, we treat interventions as covariates in modeling the average
reproduction number. Here, the time-varying reproduction number ($R_t$) has been assumed to be a
piece-wise constant function that starts from a baseline prior, and mutations are used as covariates alongwith the NPIs.
DOI: 10.7910/dvn/xscxmy
title: WorldFish silver carp Generation 2 families produced (2022)

description: WorldFish manages family-based selective breeding programs for three carp species: catla (Catla catla), rohu (Labeo rohita) and silver carp (Hypophthalmichthys molitrix). WorldFish carp genetic improvement programs aim to substantially increase aquaculture productivity in Bangladesh by developing and disseminating rapidly growing strains to farmers. This dataset details the WorldFish silver carp generation-two (G2) families produced in the 2022 spawning season.
description: Type: Dataset; Sub-type(s): Other (Spawning of genetically improved silver carp)
DOI: 10.7910/dvn/eyqvwl
title: Nicaragua, Red de Protección Social (RPS) Evaluation Dataset, 2000-2002

description: &lt;p&gt;The Nicaraguan Red de Protección Social (RPS), modeled after PROGRESA in Mexico, is a program designed to address both current and future poverty via cash transfers targeted to households living in poverty in rural Nicaragua. RPS comprised two phases over five years, starting in 2000. In order to assess whether the program merited expansion in the same or in an altered form, the Government of Nicaragua solicited various external evaluations of Phase I. The International Food Policy Research Institute (IFPRI) conducted the quantitative impact evaluation, using a randomized community-based design.
&lt;/p&gt;
 &lt;p&gt;The survey sample is a stratified random-sample at the comarca level from all 42 comarcas. The data originates from three phases of the survey, as well as the census and community surveys. The evaluation data are from an annual household panel data survey implemented in both intervention and control areas of RPS before the start of the program in 2000, and in 2001 and 2002 after the program began operations. The questionnaire was a comprehensive household questionnaire based on the 1998 Nicaraguan LSMS instrument, expanded in some areas (e.g., child health and education) to ensure that all the necessary program indicators were captured, but cut in other areas (e.g., income from labor and other sources) to minimize respondent burden and ensure collection of high-quality data in a single interview. An anthropometric module for children under age 5 was implemented in 2000 and 2002, but not in 2001. In this module, height (or length), weight, and hemoglobin were measured following standard international procedures.The community questionnaire was used to assess 1) whether the community has basic infrastructure, health, educational, postal services, and sources of credit; 2) other development programs present in the communities; and 3) economic events/shocks that have occurred.
&lt;/p&gt;
description: Household- and Community-level Surveys
DOI: 10.15468/dl.vvxbh6
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron setiferum Balf.fil. & Forrest"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001811-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwgzrd
title: Occurrence Download

description: A dataset containing 1110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonchorhina aurita Tomes, 1863"
 ]
}

 The dataset includes 1110 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001810-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.10001759.v1
title: MOESM5 of Genome-wide identification and characterization of TALE superfamily genes in cotton reveals their functions in regulating secondary cell wall biosynthesis

description: Additional file 5: Table S2. The detailed information of Ka/Ks for TALE family homologs in different Gossypium species.
DOI: 10.6084/m9.figshare.17531357.v1
title: Supplementary Material for: Association of age-related cataract risk high polygenetic risk scores involved in galactose-related metabolism and dietary interactions

description: Introduction: Cataracts are associated with the accumulation of galactose and galactitol in the lens. We determined the polygenetic risk scores for the best model(PRSBM) associated with age-related cataract(ARC) risk and their interaction with diets and lifestyles in 40,262 Korean adults aged over 50 years belonged to a hospital-based city cohort. Methods: The genetic variants for ARC risk were selected in lactose and galactose metabolism-related genes with multivariate logistic regression using the PLINK 1.9 version. PRSBM from the selected genetic variants was estimated by generalized multifactor dimensionality reduction (GMDR) after adjusting covariates. The interactions between the PRSBM and each lifestyle factor were determined to modulate ARC risk. Results: The genetic variants for ARC risk related to lactose- and galactose metabolism were SLC2A1_rs3729548, ST3GAL3_rs3791047, LCT_rs2304371, GALNT5_rs6728956, ST6GAL1_rs2268536, GALNT17_rs17058752, CSGALNACT1_rs1994788, GALNTL4_rs10831608, B4GALT6_rs1667288, and A4GALT_ rs9623659. In GMDR, the best model included all ten genetic variants. The highest odds ratio (OR) for a single SNP in the PRSBM was 1.26. However, subjects with a high-PRSBM had a higher ARC risk by 2.1-fold than a low-PRSBM after adjusting for covariates. Carbohydrate, dairy products, kimchi, and alcohol intake interacted with PRSBM for ARC risk: the participants with high-PRSBM had a much higher ARC risk than those with low-PRSBM when consuming diets with high carbohydrate and low dairy product and kimchi intake. However, only with low alcohol intake, the participants with high-PRSBM had a higher ARC risk than those with low-PRSBM. Conclusion: Adults aged &gt;50 years having high-PRSBM may modulate dietary habits to reduce ARC risk.
DOI: 10.6084/m9.figshare.23004452.v1
title: Provincial panel data of China's state-owned enterprises

description: China’s provincial panel data from 2011 to 2020 . The data includes indicators such as return on equity and asset size of soes.
DOI: 10.6084/m9.figshare.17304221.v4
title: Solar and wind power data from the Chinese State Grid Renewable Energy Generation Forecasting Competition

description: Two years (2019, 2020) on-site data with time granularity of 15 minutes of six wind farms and eight solar stations in China was recorded, which includes weather conditions and power generation information.
DOI: 10.6084/m9.figshare.20267783.v1
title: Additional file 1 of Whole-body transcriptome mining for candidate effectors from Diuraphis noxia

description: Additional file 1.
DOI: 10.6084/m9.figshare.28840397.v1
title: Supplemental Table 7

description: Gene-sets were enriched in <i>Pkd1</i><sup>RC/RC</sup> and WT at 12 months
DOI: 10.6084/m9.figshare.28920440.v1
title: Design Justice - Digital Divide Zine

description: This is student coursework for the Design Justice 2024-25 module for City St George's University Of London. This zine gives a quick look at what digital divide is, who it affects the most, and how we can come up with better, fairer solutions so no one gets left out in the digital world. This file can be downloaded to print out. The print binding is saddle stitch. Use staples to attach pages along the fold.
DOI: 10.6084/m9.figshare.29087063.v1
title: Supplementary_material

description: Generated HMMs used for MazZ-2 and Ndt-like mining.Fasta of protein sequences used to build phylogenetic trees.
DOI: 10.17632/993mmzvspv
title: The wheat NLR pair RXL/Pm5e confers resistance to powdery mildew

description: Phylogenetic trees and alignments of RXL/Pm5e pair.
DOI: 10.17632/p52b75zpwv
title: Observed Sub-grid Scale Variations of Air-Sea Heat Flux

description: This is the heat flux datasets used in the article.
DOI: 10.26188/5d3b9fb20f74c
title: scRNA-seq of 5 cell lines using 10x v3 kit

description: scRNA-seq of 5 lung cancer cell lines (A549, H838, HCC827, H1975, H2228) using 10x v3 kit. previous study: https://www.nature.com/articles/s41592-019-0425-8<br>scRNA-seq data processed by cellranger (3.0.2). scATAC-seq data processed by cellranger-atac (1.0.1). All with default parameters.<br>scATAC-seq sequenced for the same batch: https://doi.org/10.26188/5d3b9b0bbbc4d
DOI: 10.6084/m9.figshare.21514260.v1
title: drift_data.zip

description: This dataset is synthetic, and generated with concept drifts.
DOI: 10.6084/m9.figshare.28254446.v1
title: File S3_High risk species shared with door knocker list

description: File S3
DOI: 10.6084/m9.figshare.7379114.v1
title: Additional file 7: of Reconstruction of endosomal organization and function by a combination of ODE and agent-based modeling strategies

description: COPASI file (Lipid Metabolism). Should be run with COPASI ( http://copasi.org/ ). (CPS 67 kb)
DOI: 10.6084/m9.figshare.21453780.v1
title: Survey data.xlsx

description: vvvvvvv
DOI: 10.6084/m9.figshare.5616109.v5
title: Full body mobile brain-body imaging data (EEG, EMG, and kinematics) during unconstrained locomotion on stairs, ramps, and level ground

description: This dataset contains full brain/body imaging data from ten able-bodied subjects during locomotion on an experimental course containing stairs, ramps, and level ground. We recorded 60-channel EEG from the scalp and 4-channel EOG from the face and temples. Surface EMG was recorded from six muscle cites bilaterally on the thigh and shank. The motion capture system consisted of seventeen wireless IMUs, allowing for unconstrained ambulation in the experimental space. This research was partly supported by NSF award IIS-1302339 and an NIH F99 Predoctoral Fellowship (NS105210) to Justin Brantley.<br>The following manuscript provides all necessary details for use of this dataset:<br><br>Brantley, J. Luu, T., Nakagome, S. Zhu, F. Contreras-Vidal, J.L. Full body mobile brain-body imaging data during unconstrained locomotion on stairs, ramps, and level ground. <i>Sci Data</i> <b>5, </b>180133 (2018). https://doi.org/10.1038/sdata.2018.133<br><br>
DOI: 10.6084/m9.figshare.20055611.v5
title: Data and R codes for A latitudinal gradient in Darwin’s naturalization conundrum at the global scale for vascular plants

description: Data and R codes for Fan et al. Reconciling Darwin’s naturalization conundrum at the global scale
DOI: 10.17632/m43kmykzvm
title: Determinants of the financial behavior

description: Determinants of the financial behavior in Iranian high school students based on the BASNEF model
DOI: 10.17632/mmfh3k4wgx
title: Raw data for manuscript "Diverse effects of fluorescent labels on alpha-synuclein condensate formation during liquid-liquid phase separation"

description: Raw data for manuscript "Diverse effects of fluorescent labels on alpha-synuclein condensate formation during liquid-liquid phase separation"
DOI: 10.6084/m9.figshare.1332446.v3
title: diabetes

description: diabetes data
DOI: 10.6084/m9.figshare.14681247.v1
title: scz2019asi

description: GWAS summary statistics from the Psychiatric Genomics Consortium (PGC)
DOI: 10.6084/m9.figshare.27248484.v1
title: EPIMEMORY - supplementary material

description: Supplementary material
DOI: 10.17632/t7g73cgxhp
title: Reconstructed summertime (June–July) streamflow dating back to 1788 CE in the Kazakh Uplands as inferred from tree rings

description: Ishim-Tobor River was carried out using random forest (RF), K-nearest neighbor (KNN) and
multiple linear regression (MLR) models. The reliability of the ensemble reconstruction was
verified by a comparison with other regional reconstructions and historical records. A correlation
analysis and vapor fluxes were applied to visualize the significant influence of atmospheric
circulation on the study area. The cumulative distribution functions (CDFs) examined
the distribution of the high (low) flows highlighted by the reconstruction.
New hydrological insights for the region: Our study analyzes the application of machine learning
algorithms and a traditional MLR model to hydrological reconstruction. The single model reconstruction
contained information and results on streamflow variability were not sufficient.
Consequently, we integrated the three models into the ensemble reconstruction. The extended
streamflow record reveals the basin's hydrological changes over the past 229 years. From
1788–2016, the reconstructed streamflow was perennially below the mean value, which indicates
more prominent drought and water deficit conditions within the basin. This phenomenon
was significantly influenced by water vapor transport from the North Atlantic and Arctic
Oceans. If future climate scenarios lead to drought in the basin, then surface water demand will
not be satisfied for 7 out of 10 years.
DOI: 10.17632/gy5y35w24j
title: Data, analysis and markdown for: Ceiling fans: Predicting indoor air speeds based on full scale laboratory measurements

description: Measured indoor air speeds induced by ceiling fans in 78 full scale laboratory tests. The factors for each test were the room size, fan diameter, type, speed, direction (up or down), blade height, and mount distance (i.e. blade to ceiling height). Each test measured omnidirectional air speed at locations along a single traverse from fan center radially outwards perpendicular to a wall in 15-30cm intervals. At each location there were 8 air speeds measurements at different heights. This .zip file contains all of the measured data, associated figures, analysis code (in R) and the markdown file for the paper (.Rmd).
DOI: 10.6084/m9.figshare.14368832.v1
title: Lu S et al 2021 SIMULATION DATA [Electrodynamic nature of the electric fields in collisionless magnetic reconnection]

description: In the data files, 'ax', 'ay', 'az' mean vector potential A_x, A_y, A_z; 'bx', 'by', 'bz' mean magnetic field B_x, B_y, B_z; 'ex', 'ey', 'ez' mean electric field E_x, E_y, E_z; 'dde' means electron density; 'ddi' means ion density; 'e1' means the electrostatic component of the electric field; 'phic' means electrostatic potential; '39500', '40000', '40500' mean time Omega_i*t = 39.5, 40, 40.5.
DOI: 10.6084/m9.figshare.28070153.v1
title: Supplementary Material for: New insights from long-term clinical use of ctDNA-based minimal residual disease monitoring in translocation-associated sarcomas

description: Introduction: Assessment of circulating tumor DNA (ctDNA) as means to monitor disease activity in translocation-associated tumors has become very popular in clinical practice. However, there are still few studies on its clinical application to date. Our study evaluates the clinical applicability of ctDNA as a biomarker for monitoring minimal residual disease (MRD) in patients with translocation-associated sarcomas.
Methods: In this retrospective study, we correlated 285 ctDNA samples from 34 patients diagnosed with translocation-associated sarcoma with the clinical course and images. Blood samples were collected at multiple time points during follow-up (median: 97 weeks, range: 7–398). 
Results: We discovered a significant association between ctDNA levels and the clinical course of the disease, particularly noting differences between patients in remission or with progressive disease (p = 0.001). Furthermore, although we noted that ctDNA levels remained undetectable in a few cases of unilocular recurrence (n = 3), they were consistently higher in patients with multilocular recurrence (n = 14; p = 0.008). 
Conclusion: Monitoring ctDNA levels provides highly specific, additional information enabling early recurrence detection in patients with translocation-associated sarcomas during the follow-up and can be integrated into clinical practice. However, MRD monitoring by ctDNA quantification alone does not allow the reliably detection of 100% of unilocular recurrences and should be complemented by the use of conventional imaging techniques.
DOI: 10.17632/h99rgc5nk7
title: MangoFruit-Detection

description: The dataset directory holds a total of 1030 images of mango fruit. Each image has dimensions of 1200 by 1600 pixels. The dataset's folder occupies 829 MB of space and is available for easy downloading.
DOI: 10.6084/m9.figshare.22314991.v1
title: l2.3.1-L2.3.6 beast skyline

description: l2.3.1-L2.3.6 beast skyline xml files
DOI: 10.15468/dl.ncebg4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-9.5482 4.7175,-9.0352 4.4397,-9.0352 10.8496,-16.709 10.8496,-16.3297 10.5455,-15.1301 10.2973,-14.7679 9.8172,-14.3248 9.5834,-14.2456 9.1632,-13.8032 8.9309,-13.7341 8.0101,-13.3252 7.2036,-11.9532 6.6399,-11.0468 5.863,-10.545 5.6439,-9.5482 4.7175))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013071-250525065834625/datasets/export for details.
DOI: 10.17632/5pfss6x5t9
title: Time series of the measured data

description: Time series of the measured data with H=0.1 m and T=1.2 s.
DOI: 10.17632/ystpymjrmm
title: Data for: Grossite-bearing refractory inclusions from reduced CV chondrites: Mineralogical and oxygen isotopic constraints on the parent body alteration history

description: Data in the manuscript by Han et al. to be published in Geochimica et Cosmochimica Acta as "Grossite-bearing refractory inclusions from reduced CV chondrites: Mineralogical and oxygen isotopic constraints on the parent body alteration history".
DOI: 10.6084/m9.figshare.12988094.v1
title: Supplementary Material for: Does Asthma Increase the Mortality of Patients with COVID-19?: A Systematic Review and Meta-Analysis

description: The purpose of this systematic review and meta-analysis was to explore the literature and collate data comparing the mortality of coronavirus disease 2019 (COVID-19) patients with and without asthma. The databases PubMed, Scopus, Embase, Google Scholar, and medRxiv.org were searched for studies comparing the clinical outcomes of asthmatic patients with those of nonasthmatic patients diagnosed with COVID-19. Mortality data were summarized using the Mantel-Haenszel OR with 95% CI in a random-effects model. Five retrospective studies met the inclusion criteria. A meta-analysis of data from 744 asthmatic patients and 8,151 nonasthmatic patients indicated that the presence of asthma had no significant effect on mortality (OR = 0.96; 95% CI 0.70–1.30; <i>I</i><sup>2</sup> = 0%; <i>p</i> = 0.79). Results were stable in a sensitivity analysis. A descriptive analysis of other clinical outcomes indicated no difference in the duration of hospitalization and the risk of intensive care unit (ICU) transfer between asthmatic and nonasthmatic patients. To conclude, preliminary data indicates that asthma as a comorbidity may not increase the mortality of COVID-19. Data on the influence of asthma on the risk of hospitalization, the duration of hospitalization, the requirement of ICU admission, and disease severity is still too limited to draw any strong conclusions. Further studies with a larger sample size are required to establish strong evidence.
DOI: 10.6084/m9.figshare.17203934.v1
title: QOL_questionnaire

description: QOL Cholangiocarcinoma received cannabis survey
DOI: 10.6084/m9.figshare.19919597.v3
title: C0ModelLorenzA51.zip

description: Sample data from Lorentz attractor
DOI: 10.6084/m9.figshare.19640685.v1
title: Dataset: Organizational Commitment on Job Satisfaction and Job Performance in Islamic Education

description: Data were collected from 247 respondents who are IBS teachers from Indonesia and Malaysia. The partial least squares structural equation modelling (PLS-SEM) procedures were applied in this study for the data analysis. Measurement and structural model were two steps to test the structural hypotheses. Multi-group analysis (MGA) was included
DOI: 10.6084/m9.figshare.25833301.v2
title: manuscript Data .xlsx

description: The file contains numerical data obtained computationally.
DOI: 10.6084/m9.figshare.28783376.v3
title: Acquisition of Kellanova by Mars

description: What if the company that houses some of the favorite snacks such as Pringles, Cheeze-It and Kelloggs among several is under process of being acquired by the sweet shop Mars!?I analyzed the acquisition of Kellanova (former Kelloggs) by Mars, Incorporated. To give a background of the deal, on August 13, 2024, Mars, Incorporated and Kellanova entered into a definitive agreement under which Mars has agreed to acquire Kellanova for a total consideration of $35.9 Billion at a premium of 33% to Kellanova’s unaffected 52-week high as of August 2, 2024. The total valuation is at acquisition multiple of 16.4x LTM adjusted EBITDA as of June 29, 2024. The deal is expected to significantly increase leverage of Mars and has led to downgrading the issuer to ‘A’ from ‘A+.’ With several strategic synergies, the deal is focused on enhancing financial stability to boost investor confidence. The acquisition is expected to close first half of 2025 with a successful integration of Kellanova.One of the most significant challenges was valuing Mars. Mars is a privately held company with very little or next to none financial information available in public domain. I also looked-up databases such as Preqin and Crunchbase, which are meant for privately held companies. Further, the date of valuation of acquisition of June 29, 2024 posed unique challenge to conduct valuation analysis as of that date. I have derived valuation financial parameters and conducted valuation of the target company as of June 28, 2024 and June 29, 2024 based on availability of financial information. The valuations of target company Kellanova and purchasing company Mars have been done using current and forward valuation multiples.The acquisition analysis has been developed by leveraging financial information available over databases such as CapitalIQ, LSEGWorkspace and BloombergCapitalMarkets.
DOI: 10.6084/m9.figshare.5050132.v1
title: Metabolomics-data-1-6-17.xlsx

description: A dataset of samples taken from flooded soil at timepoints (days) 0 (before flooding), 1, 3, 5, 7, 10, 14, 17, 21, 24 and 31. <br>