cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/c4p79fvmhk
title: Holocene variability of the Atlantic Multidecadal Oscillation and the Pacific Decadal Oscillation inferred from Chinese speleothem δ18O records

description: The current reconstructions of the Atlantic Multidecadal Oscillation (AMO) and Pacific Decadal Oscillation (PDO), the key internal drivers of climate variability in the Holocene, primarily rely on marine sediment proxies. However, the limited resolution of these records makes it difficult to precisely understand the short-term dynamics of the PDO and AMO, and consequently, their influence on global climate. This study unveils two new Holocene reconstructions of AMO and PDO derived from a large-scale compilation of speleothem isotope records (δ18Os) from Chinese monsoon region, in which spatial patterns of summer rainfall are generally accepted as good indicators of internal variability over the last millennium. Principal component analysis (PCA) applied to Chinese δ18Os records identifies the first principal component as representative of Holocene Asian monsoon (AM) variation. This data-driven approach reveals a significant shift in hydroclimatic conditions after 8.2 ka, potentially providing valuable insights into the underlying forcing mechanisms driving these changes. The remanent components, which show spatial rainfall patterns, are effectively validated through independent records of AMO and PDO derived from the previous paleo-proxy based reconstructions and model simulations. The present reconstructions suggest a significantly enhanced stability of the AMO and PDO in the middle Holocene, which may explain the concurrent more stable and optimum climate observed in the AM region. These findings also imply that the Holocene AM intensity recorded in Chinese cave records is largely controlled by external forcing, whereas the regionally heterogenous rainfall is regulated by internal variability. The successful attempt on the Holocene AMO and PDO reconstructions indicates an effective isolation between different modes of climate variability from paleoclimate records.
DOI: 10.17632/w9tcfhx9cn
title: PhysioActiveLearning

description: This dataset includes information from an experiment examining learning engagement and physiological responses in students exposed to different teaching methods. Data was collected from 50 engineering students, offering a diverse sample for comparison. It contains survey responses, neurophysiological measurements such as heart rate (HR), electrodermal activity (EDA), and skin temperature (ST), and includes researcher observation data.
DOI: 10.6084/m9.figshare.23686476.v1
title: The CN-OBEE dataset, occupant behavior, thermal environment, and appliance electricity use of a single-family apartment in China

description: Household is the basic unit of a residential community or building. High-resolution, long-term open data are necessary to help study residential electricity consumption, smart home technologies, and electricity flexibility technologies at a household level. 

The dataset provided, namely CN-OBEE, includes the per-minute occupant behavior, thermal environment, and appliance electricity use data from a single-family apartment in Beijing, China, for an entire year (from May 31, 2021, to May 31, 2022) and the hourly meteorological data collected by the nearest national weather station for the same period. The household data are collected by an IoT-based data collection platform (IDCP) composed of gateways, sensors, and cloud servers, which can simultaneously collect the occupant presence, indoor environment, window-opening state, and appliance electricity consumption data.

The dataset is the first detailed occupant behavior and electricity use dataset of Chinese homes publicly available. As one of the regional features, it includes window-opening behavior and the usage of split air conditioners. It can support electricity load shape analysis, electric power prediction, occupant behavior modeling and validation, building energy modeling and validation, thermal comfort analysis, suitability of energy-related measures, and other types of research for residential buildings at a household level.
DOI: 10.6084/m9.figshare.25053599.v1
title: Germany Watershed Delineation

description: Watershed shapefile for subbasins across Germany.
DOI: 10.6084/m9.figshare.27988115.v2
title: <b>Dataset of Obesity in Relation to Female-Specific Cancers in Middle Eastern Countries, 1990 to 2016</b>

description: <b>Dataset of Obesity in Relation to Female-Specific Cancers in Middle Eastern Countries, 1990 to 2016</b>Contact: "aref.daneshvar@gmail.com"
DOI: 10.6084/m9.figshare.855607.v2
title: MAL35 MALF Labels

description: MALF labels for the MAL35 data set.
DOI: 10.17632/kbfrrkv5x2
title: Replication files of the paper "Antiquity, Capitalism & Development: The Finance-Growth Perspective"

description: This dataset contains the files (data and codes) needed to replicate our results in the study titled as "Antiquity, Capitalism & Development: The Finance-Growth Perspective" and co-authored by Junbing Zhu (Henan University). For the description of the individual files and the steps of the replication, see the User Guide. The data included in the data files are referred data. For their sources and description, see the "Data sources and description" document.
DOI: 10.6084/m9.figshare.23648258.v1
title: Influence of multimorbidity patterns on the activities in the day-to-day lives of the elderly: nine-year follow-up of the Fibra Study

description: Abstract The scope of this article was to evaluate the influence of multimorbidity and associated effects on the activities in the day-to-day lives of community-dwelling elderly individuals. It involved a cohort study with data from the FIBRA Study, the baseline (2008-2009) and follow-up (2016-2017). The basic activities in daily living (ADL) were evaluated using Katz’s index, and the chronic diseases were classified as: (1) multimorbidity and multimorbidity patterns; (2) cardiopulmonary; (3) vascular-metabolic; and (4) mental-musculoskeletal. The chi-square test and Poisson regression data were used for analysis. A total of 861 older adults with no functional dependency at baseline were analyzed. Elderly individuals with multimorbidity (RR = 1.58; 95%CI: 1.19-2.10) and classified according to cardiopulmonary (RR = 2.43; 95%CI: 1.77-3.33), vascular-metabolic (RR = 1.50; 95%CI: 1.19-1.89) and mental-musculoskeletal (RR = 1.30; 95%CI: 1.03-1.65) had a higher risk of presenting functional decline in ADL in the follow-up compared to those who didn’t have the same disease patterns. Multimorbidity and its patterns increased the risk of functional disability in older adults over the nine-year period.
DOI: 10.17632/4hfskh9ndw
title: Dataset for Machine Learning, Complex Networks and Optimization in Soccer

description: In this repository we make available two datasets of research on soccer analysis data. - baseNormalizada - is a dataset that joins real data of soccer players transfers with athletes abilities gathered from the eletronic soccer game FIFA. - Network_dataset - is a dataset that gatheres all major soccer transfers that occured on the soccer world between 1990 - 2017. For both datasets we make available the crawler for future updates.
DOI: 10.6084/m9.figshare.1407024.v3
title: figshare for institutions brochure

description: figshare for institutions is a research data management platform that helps institutions store, share and manage their research. This document gives an overview of the 4 modules of functionality, data management, data dissemination, user group administration, reporting and statistics.
DOI: 10.6084/m9.figshare.29094314.v1
title: Table 1. "Employability Skills" Article Findings in 2020.xlsx

description: "Employability Skills" Article Findings in 2020
DOI: 10.17632/dh3cv5p7rv
title: Street vending dataset

description: The dataset serve two articles about determinants of street vending. It shows measurable items for some constructs as street vending (SV1-5), poverty (PO1-5), Lack of education (LE1-5), immigration (IM1-5), unemployment (UN1-5), lack of microfinance (LM1-5), urban culture (UC1-5), resistance (RE1-5), and low-income consumption (LC1-5). A total of 425 responses were gathered, all of which were complete and bias free, and thus usable. The data collected has quite represented the public attitudes in Baghdad, a capital city of Iraq, which experiences the pervasiveness of street vending. The process of collecting the data took three months, from the beginning of September to the end of November 2018.
DOI: 10.6084/m9.figshare.24426877.v1
title: <b>recise solid-phase synthesis of CoFe@FeOx nanoparticles for efficient polysulfide regulation in lithium/sodium-sulfur batteries</b>

description: Complex metal nanoparticles distributed uniformly on supports demonstrate distinctive physicochemical properties and thus attract a wide attention for applications. The commonly used wet chemistry methods display limitations to achieve the nanoparticle structure design and uniform dispersion simultaneously. Solid-phase synthesis serves as an interesting strategy which can achieve the fabrication of complex metal nanoparticles on supports. Herein, the solid-phase synthesis strategy is developed to precisely synthesize uniformly distributed CoFe@FeO<sub>x</sub> core@shell nanoparticles. Fe atoms are preferentially exsolved from CoFe alloy bulk to the surface and then be carburized into a Fe<sub>x</sub>C shell under thermal syngas atmosphere, subsequently the formed Fe<sub>x</sub>C shell is passivated by air, obtaining CoFe@FeO<sub>x </sub>with<sub> </sub>a CoFe alloy core and a FeO<sub>x</sub> shell. This strategy is universal for the synthesis of MFe@FeO<sub>x</sub> (M = Co, Ni, Mn). The CoFe@FeO<sub>x</sub> exhibits bifunctional effect on regulating polysulfides as the separator coating layer for Li-S and Na-S batteries. This method could be developed into solid-phase synthetic systems to construct well distributed complex metal nanoparticles.
DOI: 10.6084/m9.figshare.25674876.v1
title: Mantamonas mitogenome data

description: Here, we provide data about the mitogenome of <i>Mantamonas sphyraenae</i>, a protist from the deep-branching CRuMs supergroup. It contains 91 genes, including 62 protein-coding ones. These include rare homologs of the four subunits of the bacterial-type cytochrome c maturation system I (CcmA, CcmB, CcmC, and CcmF), alongside a unique ribosomal protein S6. In addition to the universally found eukaryotic mitochondrial protein import systems, the <i>Mantamonas</i> mitogenome encodes SecY (also found in jakobids) as well as SecA, SecE, and SecG, making it the sole eukaryote known to house a complete mitochondrial Sec translocation system. Phylogenetic and comparative genomic analyses provide compelling evidence for the alphaproteobacterial origin of this system, establishing its presence in the last eukaryotic common ancestor.
DOI: 10.6084/m9.figshare.25980385.v1
title: Germline missense MSH2 VUS - 4

description: Molecular dynamics simulation of the VUS based on the ClinVar database, the simulation is up to 100 ns.
DOI: 10.6084/m9.figshare.26670993.v1
title: Additional file 1 of Intestinal microbiota and metabolome perturbations in ischemic and idiopathic dilated cardiomyopathy

description: Additional file 1. The microbial relative abundances in patients with ICM, IDCM and HCs at pylum level.
DOI: 10.6084/m9.figshare.12495479.v1
title: Additional file 1 of In vivo absolute quantification of striatal and extrastriatal D2/3 receptors with [123I]epidepride SPECT

description: Additional file 1. Supplemental Materials and Methods
DOI: 10.6084/m9.figshare.5106838.v4
title: Peak areas of individual measurements

description: This data contains peak areas of individual measurements of the light (or endogenous) and heavy peptides from the 5 experiments.a: Experiment 1_Batch 1b: Experiment 1_Batch 2c: Experiment 2<br>d: Experiment 3<br>e: Experiment 4<br>f: Experiment 5<br>
DOI: 10.6084/m9.figshare.8158958.v1
title: Field Theory for recurrent mobility

description: Aggregated mobility flow information data as described in the paper "Field theory for recurrent mobility" by M. Mazzoli, A. Molas, A. Bassolas, M. Lenormand, P. Colet and J.J. Ramasco. <br><br>File starting with “CEN” refer to census aggregated data in London, Manchester-Liverpool and Paris.Others refer to Twitter aggregated data in the same cities plus Los Angeles, Rio de Janeiro and Tokyo.<br><br><br>Files ending with “C” refer to 1x1km^2 cells centroid projected coordinates in meters.<br>They are structured as follow:<br><br>cell index, x position, y position<br><br><br>Files ending with “OD” are Origin-Destination sparse matrices.<br>They are structured as follow:<br><br>home cell index i, work cell index j, flow (number of people commuting from I to j)<br><br>
DOI: 10.6084/m9.figshare.2066577.v1
title: Normative Spectral Domain Optical Coherence Tomography Data in Healthy Turkish Children

description: <i>Purpose</i>: To determine the normative database of macular and retinal nerve fiber layer (RNFL) thickness parameters in healthy Turkish children by OCT. <i>Methods</i>: 318 eyes of 318 children (138 boys, 183 girls) aged between 3 and 17 years were evaluated. The children were scanned by Cirrus HD-OCT (Carl Zeiss Meditec) to measure the macula, RNFL, and optic nerve head parameters. <i>Results</i>: Axial length (AL) (<i>p</i> 2 = 0.08), spherical equivalent (SE) (<i>p</i> 2 = 0.12), and rim area (<i>p</i> 2 = 0.15) were the strongest predictors of RNFL thickness. All of the macular measurements were significantly related to age (<i>p</i> 2 &gt; 5%). Average macular thickness (<i>p</i> p = 0.002) showed significant relationship with the AL and SE. <i>Conclusion</i>: This study ensures an age-adjusted pediatric normative database using OCT to diagnose and monitor macular diseases, optic nerve diseases, and glaucoma in children.
DOI: 10.6084/m9.figshare.23500590.v1
title: Supplementary Material for: A genetic counselor’s reflections on lessons learned, challenges, and successes experienced during a one-year pilot integration in a primary care clinic

description: This practice-related insight article describes the experience of a genetic counselor being integrated into a multidisciplinary primary care clinic that provides care for a predominantly marginalized patient population in Victoria, British Columbia, Canada. Reflections on the lessons learned, including challenges and successes during this one-year pilot integration are shared by the genetic counselor in the context of exploring the potential value a genetic counselor can provide while embedded in a primary care clinic. The relationship between clinical genetic counseling practice and a culturally safe and trauma informed approach in primary care is explored, and additional steps are described that can be taken to facilitate more equitable and inclusive access to genetic counseling services for underserved and vulnerable patient populations.
DOI: 10.6084/m9.figshare.25282966.v2
title: Phylogeny-mt-71

description: AA_3996AA_3996_mtart_0.2AA_3996_IQtreeAA_phylobayes-CAT_GTRcds12_phylobayescds123_phylobayes_1(3h)cds123_phylobayes_2(25h)cds+rrnaMeng_MCMCtree-mt-71-NNmt-71-timetree<br>
DOI: 10.6084/m9.figshare.28900832.v1
title: Understanding Users’ Online Health Information Seeking Switching Intention: From Traditional Health Information Platforms to GAI

description: Questionnaire Dataset
DOI: 10.6084/m9.figshare.5071684.v1
title: Data table

description: The table includes: ID, Sex, Age, Height, Weight, BMI, Regular physical activity, Smoking, Habitual Drinking, SF8, BIS-11(Barrat impulsiveness scale), PHQ-9, PSQI-J, Rice intake frequency, Bread intake frequency, Noodle intake frequency, adjusted values of BDHQ
DOI: 10.6084/m9.figshare.7552268.v1
title: Raw Data Systematic Review Meta-Analysis

description: PLOS ONE <br>RAW DATASETS FOR SYSTEMATIC rEVIEW<br>
DOI: 10.17632/fx4wx7hj86
title: One-year-old Scots pine seedlings from seeds sorted by size and coat color (empirical data)

description: The set contains three folders and one Excel file. Two folders show photos of Scots pine seedlings on the 30th, 50th day of growth in a container nursery. The third folder contains photos of seedlings at the end of the first growing season (Spring 2019), made in terms of the same distance from the surface. The Excel spreadsheet contains 10 sheets, numbered from 1 to 10. Each leaf contains a set of seedling height data for the year 2018 - May 25, June 28, July 31, September 03 and root neck height and diameter for Spring 2019. A separate list of meteorological data for 2018 is presented. The book also contains a sheet of soil germination data in containers on the 30th and 50th day after sowing.
DOI: 10.17632/prtjx8jjck
title: Data for Climate warming increases global oceanic dimethyl sulphide emissions

description: This repository provides the data and codes for the manuscript titled 'Climate warming increases global oceanic dimethyl sulphide emissions'. The output from the codes is also provided here. The input data for running the codes can be downloaded from the links provided in the data availability section of the manuscript.
DOI: 10.6084/m9.figshare.1546772.v2
title: DFT dilute solute diffusion in Al, Cu, Ni, Pd, Pt, Mg, and W

description: A total of more than 260 dilute solute diffusion systems in Mg, Al, Cu, Ni, Pd, Pt, and W host lattices have been determined using density functional theory (DFT) calculations and multi-frequency diffusion models. This dataset include the jump barriers and attempt frequencies for each solute as well as final Arrhenius diffusion constant, D0, and diffusion activation barrier, Q.
DOI: 10.6084/m9.figshare.25648776.v2
title: Competitions - StatsBomb - Transfermarkt - Wyscout

description: The Competitions record linkage table describes the competitions names and identifiers from StatsBomb, Wyscout and Transfermarkt. Since their number is limited, we did this manually. Thus, we obtained a linkage table between the names used by Transfermarkt, StatsBomb, and Wyscout for the competitions with the corresponding <i>competitions_id</i>.<br>The Competition record linkage table contains the following fields:<b>Wyscout CompetitionName: </b>The name of the competition in the Wyscout open data.<b>Wyscout CompetitionId: </b>The identifier of the competition in the Wyscout open data.<b>StatsBomb CompetitionName:</b> The name of the competition in the StatsBomb open data.<b>StatsBomb CompetitionId:</b> The identifier of the competition in the StatsBomb open data.<b>Transfermarkt CompetitionName: </b>The name of the competition in the Transfermarkt open data.<b>Transfermarkt CompetitionId:</b> The identifier of the competition in the open data of Transfermarkt.Here are the sources of the differents datasets:Transfermarkt (Open Data)Wyscout : A public data set of spatio-temporal match events in soccer competitionsStatsBomb (Open Data)<br>The scientific article explaining the data set will be available soon
DOI: 10.15126/surreydata.8050274.v1
title: Raw data for: Radiation-grafted anion-exchange membranes: the switch from low- to high-density polyethylene leads to remarkably enhanced fuel cell performance

description: Excel file containing the raw numbers used to plot Figures 1, 2, 3, 4, 5, and 6. Additional DSC, mechanical testing, hydroxide conductivity, grafting optimisation, and Raman mapping data is also included in the .xls file.
DOI: 10.17632/9twjtv92vk
title: Sugarcane Leaf Image Dataset

description: Image datasets play a crucial role across diverse fields, including computer vision, machine learning, medical research, and social sciences. These datasets serve as a valuable resource, providing rich visual information that enables researchers, developers, and professionals to train and validate their models, algorithms, and theories. In the agricultural domain, a specific image dataset focused on sugarcane leaf diseases holds significant importance. Such datasets offer researchers, agronomists, and farmers a valuable tool to identify, classify, and study various leaf diseases affecting sugarcane crops. By analyzing these images, experts can develop more accurate disease detection algorithms and early warning systems, facilitating prompt disease management and preventing widespread crop damage and yield loss. Additionally, a comprehensive dataset allows for the exploration of disease patterns, environmental factors, and potential mitigation strategies, thereby advancing research and improving overall crop management practices to ensure the health and productivity of sugarcane crops. The Sugarcane Leaf Dataset consists of 7134 high-resolution images of sugarcane leaves stored in JPEG format, with dimensions of 768 × 1024 pixels. Categorized into 12 distinct classes, including 10 disease categories, a healthy leaves category, and a dried leaves category, the dataset covers a wide range of common sugarcane leaf diseases, ensuring easy access and identification of specific disease samples. These images were collected through extensive field surveys, capturing different angles and stages of the diseases and guaranteeing a comprehensive representation of visual characteristics. With their high-quality resolution of 72 dots per inch (dpi), the images in the dataset provide clear and detailed visual representation of the sugarcane leaf samples.
DOI: 10.17632/j3m2ycjrw2
title: Exploring the strategic potential for Switzerland to reduce nitrogen and phosphorus surplus in agriculture.

description: Calculation sheets to support the publication "Exploring the strategic potential for Switzerland to reduce nitrogen and phosphorus surplus in agriculture" published in Resources, Conservation & Recycling.

The article explores the effect of a suite of food system interventions on nitrogen and phosphorus surplus in agriculture and is available freely from https://dx.doi.org/10.10.16/j.resconrec.2025.108239.
DOI: 10.17632/pwnn4snd4k
title: Digital technology and services for sustainable agriculture in Tanzania

description: The dataset presents the existing agricultural e-Government services to farmers and other stakeholders. It captures the strengths and weaknesses, challenges addressed and unaddressed by the current agricultural digital services. Moreover, it presents agricultural stakeholders’ practices and use of e-Government digital services. The study introduced the proposed Farmers Digital Information System (FDIS) to all key agricultural stakeholders namely, farmers (crop and livestock farmers), Ministry of Agriculture, agro-dealers, processing industries, government subsidies coordinator, consumers, extension workers, credit, and insurance services providers. Therefore, collected stakeholders´ opinions to allow participatory design. Generally, dataset include agricultural stakeholders’ practices, state of e-Government services, and opinions to the proposed envisaged digital platform as an intervention to existing challenges towards adopting sustainable agriculture in Tanzania.
DOI: 10.6084/m9.figshare.21754367.v1
title: Effect of Intercroping on BWI dataset.xls

description: Dataset for effects of intercropping on potato bacterial wilt disease incidence and tuber yield in Kenya by Samuel Matika Musah (Ministry of Agriculture, Livestock and Fisheries, Nakuru County, Kenya ) <br>
DOI: 10.6084/m9.figshare.29143184.v2
title: <b>Exploring the impact of Antibody-Dependent Cellular Phagocytosis-Related Genes on the prognosis of metastatic melanoma</b>

description: Our study developed a novel ARG-based risk scoring model that provides valuable prognostic information and may aid clinical decision-making and personalized treatment for metastatic melanoma. The model also demonstrated associations with immune cell infiltration and drug sensitivity, prominence its potential utility in optimizing immunotherapy and chemotherapy strategies. Additionally, single-cell RNA sequencing analysis of melanoma samples revealed differential expression of DOCK10 between primary and metastatic cells, further supporting its role in melanoma progression.