cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xnxh68zhbt
title: HTMPC: A heavily templated C++ library for large scale particle-based mesoscale hydrodynamics simulations using multiparticle collision dynamics

description: We present HTMPC, a Heavily Templated C++ library for large-scale simulations implementing multi-particle collision dynamics (MPC), a particle-based mesoscale hydrodynamic simulation method. The implementation is plugin-based, and designed for distributed computing over an arbitrary number of MPI ranks. By abstracting the hardware-dependent parts of the implementation, we provide an identical application-code base for various architectures, currently supporting CPUs and CUDA-capable GPUs. We have examined the code for a system of more than a trillion MPC particles distributed over a few thousand MPI ranks (GPUs), demonstrating the scalability of the implementation and its applicability to large-scale hydrodynamic simulations. As showcases, we examine passive and active suspension of colloids, which confirms the extensibility and versatility of our plugin-based implementation.
DOI: 10.6084/m9.figshare.27798195.v4
title: Effects of nitrogen enrichment on soil nematodes

description: Effects of nitrogen enrichment on soil nematodes
DOI: 10.17632/cgzw5v88s4
title: Data for: Reduce the low-frequency dielectric loss of (In0.5Nb0.5)0.95Ti0.05O2 ceramics by constructing insulating ZrO2 phase boundaries

description: Experimental data of the article of "Reduce the low-frequency dielectric loss of (In0.5Nb0.5)0.95Ti0.05O2 ceramics by constructing insulating ZrO2 phase boundaries".
DOI: 10.17632/mcc4m4knt9
title: Data for: Municipal Solid Waste Management with Cost Minimization and Emission Control Objectives: A Case Study of Ankara

description: This data corresponds to the input parameters used in the paper "Municipal Solid Waste Management with Cost Minimization and Emission Control Objectives: A Case Study of Ankara". Some of these parameters are taken from the literature, some are taken from online sources, some are generated using a GIS tool, and some are the actual values of the municipal solid waste management system in practice in Ankara. The sources of the data are provided in detail in the paper. You can contact the first author regarding detailed results of the case study.
DOI: 10.17632/wx8nwsrrbr
title: Data including roe and revenue growth rate of listed companies in China's A-share market from 2009 to 2020 

description: Roe(return on equity) and revenue growth rate of 3270 listed companies that issued stocks in Shanghai and Shenzhen stock markets from 2009 to 2020 can be used frequently in empirical analysis.The other data includes market value,debt ratio,pledge ratio, dividend ratio, PE ratio, seasoned offering,proportion of R&D expenditure; Macro data include: real GDP growth rate of China,loan interest rate,broad money supply (M2), foreign capital net Inflow (Inflow) from 2009 to 2020.
DOI: 10.17632/y52wcrg8bg
title: Hypoxia-induced CTCF promotes EMT in breast cancer

description: Cancer cells experiencing hypoxic stress employ epithelial-mesenchymal transition (EMT) to undergo metastasis through rewiring of the chromatin landscape, epigenetics and, importantly, alternative splicing. Here, we showed that hypoxia modulates epigenetic landscape on CTCF promoter that upregulates its expression. Hypoxia driven epigenetic alteration, specifically DNA-demethylation mediated by TET2 is a prerequisite for CTCF induction. Mechanistically, in hypoxic conditions, HIF1α binds to the unmethylated CTCF promoter, causing transcriptional upregulation. Further, we uncover the pivotal role of CTCF in promoting EMT as loss of CTCF abrogated invasiveness of hypoxic breast cancer cells. These results validate the functional contribution of the HIF1α-CTCF axis in promoting EMT in hypoxic breast cancer cells. Lastly, CTCF expression is alleviated and the potential for EMT is diminished when the HIF1α binding is particularly disrupted through the dCas9-DNMT3A system mediated maintenance of DNA-methylation on the CTCF promoter. This may offer a unique therapeutic target in breast cancer.
DOI: 10.6084/m9.figshare.14413502.v1
title: Picozoa: final SAGs and COSAGs

description: final SAGs and COSAGs used for all futher analyses. Included are genome assemblies, protein predictions and gff files.<br>
DOI: 10.17632/b6cj8k8x3g
title: plants disease dataset

description: multiple plant consist : tomato, tea, potato, chili, corn, bean
DOI: 10.17632/n33fzh6wgy
title: Annual Summaries of Heatwave Aspects in Europe, as defined by the Excess Heat Factor 

description: The dataset includes six yearly time series of six Heatwave aspects/metrics calculated from the E-OBS dataset (v19eHOM, available in https://www.ecad.eu/download/ensembles/downloadversion19.0eHOM.php) following the Excess Heat Factor methodology implemented in the ClimPACT tool, considering the extended summer season (from June to September) and covering the European region.

Accordingly, each geodata file (GeoTIFF format, EPSG:4326) depicts a time series of a given type of annual statistical summary, comprising 69 bands from 1950 to 2018 (i.e., one per year). These heatwave annual aspects/metrics are as follows:

(i) annual Number of Heatwaves (HWN) - the annual sum of the number of heatwave events, in file 'ehf_eobs_e19HOM_1950-2018_reference_1961-1990_ann_hwn.tif';
(ii) annual Heatwave Days Frequency (HWF) - the annual sum of the number of heatwave days, in file 'ehf_eobs_e19HOM_1950-2018_reference_1961-1990_ann_hwf.tif';
(iii) annual Maximum Heatwave Duration (HWD) - the annual maximum length (in number of days) of the heatwave events, in file 'ehf_eobs_e19HOM_1950-2018_reference_1961-1990_ann_hwd.tif';
(iv) annual Mean Heatwave Magnitude (HWM) - the annual mean intensity of the heatwave events, in file 'ehf_eobs_e19HOM_1950-2018_reference_1961-1990_ann_hwm.tif';
(v) annual Maximum Heatwave Amplitude (HWA) - the annual maximum intensity of the heatwave events, in file 'ehf_eobs_e19HOM_1950-2018_reference_1961-1990_ann_hwa.tif';
(vi) annual Maximum Heatwave Severity (HWS) - the annual maximum severity of the heatwave events, in file 'ehf_eobs_e19HOM_1950-2018_reference_1961-1990_ann_hws.tif'.

These annual time series can be used in heatwave-related studies, particularly those focusing on climatology, trends and impacts on human health.
Further details on the methodologies are described in the 'Steps to reproduce' section, as well as in the source scientific publication (Oliveira at al., 2022).
A. Oliveira, A. Lopes, A. Soares (2022). Excess Heat Factor climatology, trends, and exposure across European Functional Urban Areas, Weather and Climate Extremes, 36, Elsevier. DOI: https://doi.org/10.1016/j.wace.2022.100455
DOI: 10.17632/t6d5g457rv
title: data part 2 for "Characterization of Pik1 function in fission yeast reveals its conserved role in lipid synthesis and not cytokinesis"

description: All data associated with the listed manuscript
DOI: 10.6084/m9.figshare.27678552.v1
title: Results of the Study on Climate Change and Its Impacts on Flooding and Seasonal Flow in the Kaligandaki River Basin, Nepal

description: These datasets were generated in a study assessing the impacts of climate change on seasonal flow and flood characteristics in the Kaligandaki River Basin of Nepal, South Asia.
DOI: 10.17632/jg6wjdv3g6
title: Citizen Pscientist Dataset

description: The data supports the Citizen Pscientist study validating patient-reported physician-given psoriasis diagnosis. The study aimed to assess the validity of psoriasis diagnosis among individuals in the online crowd-sourced research network for psoriatic patients (Citizen Pscientist), which was created by the National Psoriasis Foundation. Psoriasis diagnosis was validated through an established process including examination of medical records, receiving written statements from the patient's provider, and/or a phone conversation between the study dermatologist and the patient's provider. Gender, age, provider specialty, and method of confirmation were recorded for each participant. A total of 75 (66%) had psoriasis diagnosed by board-certified dermatologists, 30 (28%) had psoriasis diagnosed by providers other than board-certified dermatologists including primary care physicians (16), rheumatologists (12), and nurse practitioners (2).
DOI: 10.17632/wzj67n7gz6
title: Tick CRISPR trace files

description: Sequence traces from the wild-type as well as CRISPR edited larvae of Ixodes scapularis (Embryo injections and ReMOT).
DOI: 10.17632/zkjmr4tbdn
title: Data for: The role of non-metallic Al2O3 inclusions, heat treatments and microstructure on the corrosion resistance of an API 5L X42 steel.

description: Corrosion rate data using NOVA 2.1.1 software. EDS data using Scanning electron microscope (SEM) JEOL JSM – IT100 (LA)
DOI: 10.6084/m9.figshare.25002098.v1
title: The novel coding isoforms annotation and lncRNA sequences of Gossypium purpurascens used for PacBio Iso-seq

description: The novel coding isoforms annotation (.gff3) and annotated mRNA and lncRNA sequences (.cds) of Gossypium purpurascens used for PacBio Iso-seq<br>
DOI: 10.17632/2s9rwgdsj6
title: vTEC data

description: Equivalent vertical TEC (vTEC) data have been obtained by receiver-independent exchange (RINEX) ﬁles containing GPS code and carrier phase observables acquired every 30 seconds by applying the Ciraolo et al. (J. Geodesy, 2007) method. This dataset contains 8 1-year long time series of vTEC data for the following receiver-satellite pairs: receiver GEONET 3009-satellite 15, receiver GEONET 0221-satellite 26, receiver SuGAr LHW2-satellite 32, receiver SuGAr-BNON satellite 32, receiver SuGAr LEWK-satellite 20, receiver SuGAr UMLH-satellite 32, receiver IGS AREQ00PER-satellite 20, receiver IGS IQQE00CHL-satellite 23. Each file consists of eleven columns, from left to right: column 1: year (YYYY) column 2: month (MM) column 3: day (DD) column 4: time (hh:mm:ss) column 5: satellite number column 6: satellite azimuth (degree) column 7: satellite elevation (degree) column 8: geographic longitude (degree) column 9: geographic latitude (degree) column 10: sTEC (slant TEC, TECU) column 11: vTEC (vertical TEC, TECU) File names are [receiver name]_[year of observation].txt
DOI: 10.17632/nh7d23dgnw
title: Oil Palm Tree Detection for Anomaly Identification

description: This dataset supports an advanced artificial vision system for detecting anomalies in oil palm (Elaeis guineensis) crops. It consists of RGB captured using a DJI Phantom 4 Multispectral UAV. The dataset is labeled into two main classes: 'PalmSan' (healthy palms) and 'PalmAnom' (anomalous palms). It was used to train and validate a Faster R-CNN with ResNet-50 FPN model, fine-tuned in PyTorch. The dataset plays a crucial role in high-accuracy classification for automated disease detection and stress assessment, contributing to scalable and sustainable precision agriculture solutions.
DOI: 10.6084/m9.figshare.27265386.v1
title: Uni-Med

description: The processed data for Uni-Med.
DOI: 10.6084/m9.figshare.7392503.v1
title: Selection of scale can reverse the importance of stochastic controls on community assembly

description: Reconciling the long-standing debate on the importance of niche-related and neutral factors on community assembly, recent research suggests that both deterministic and stochastic processes operate simultaneously along a continuum in many biogeographical systems. In particular, stochastic processes seem to lose importance under stressful conditions, which results in the increasing influence of deterministic counterparts. In this paper, I show that, at local scales, this stochasticity–stress relationship can be reversed along the environmental stress gradients within a salt marsh: stochasticity manifested under harshness. Here, low-lying, more stressful sites contained all of the plant species of the local pool (i.e. a greater chance of ecological drift), whereas high-elevation, less stressful sites exhibited reduced species richness due to competitive exclusion (i.e. a lower chance of ecological drift). I conclude that determining whether the importance of stochasticity in shaping community structure is greater under benign or harsh conditions depends on the scale of interest.
DOI: 10.17632/3drx8fmmz9
title: ERA-interim reanalysis based radiative kernels

description: How to cite:
Huang, Y., Xia, Y., and Tan, X. (2017), On the pattern of CO2 radiative forcing and poleward energy transport, J. Geophys. Res. Atmos., 122, 10,578– 10,593, doi:10.1002/2017JD027221.
DOI: 10.17632/8b5nkk24sk
title: Financial Spillovers of Foreign Direct Investment: Evidence from China

description: This replication package provides all the necessary data and codes to reproduce the findings of the research paper titled "Financial Spillovers of Foreign Direct Investment: Evidence from China" by Ding, Lin, Wu, and Ye. The codes provided are designed to be executed on the Stata platform.
DOI: 10.17632/fyj9by2t22
title: A Comprehensive Dataset of EEG Recordings Capturing Student Stress Responses During Exams

description: This dataset contains EEG recordings from students collected during an exam setting using the Muse 2 EEG headband. The data captures brainwave frequencies across Delta, Theta, Alpha, Beta, and Gamma bands, providing timestamped recordings taken throughout the exam. The recordings are available in both raw and processed forms, with the processed data cleaned for artifacts and normalized for consistency. This dataset enables the analysis of EEG patterns in academic contexts, focusing on neural activity during the exam rather than pre- or post-exam comparisons or stress level derivation. Data were obtained from 26 participants (19 females, 7 males; mean age: 21.23 ± 1.14) utilizing the Muse headband
DOI: 10.17632/v8np554t89
title: Data for: The Macroeconomic Impact of Oil Industry Uncertainty: New Evidence from Millions of Financial Analyst Forecasts

description: Data on oil industry uncertainty OIU as well as macroeconomic variables that may influence or be influenced by OIU.
DOI: 10.6084/m9.figshare.11346779.v1
title: How to used advanced search keys depending on context

description: The advance search keys work differently based on the context.<br>Depending on the context, the search will work on public data saved on the entity (item/ collection/project) or on their private state.
DOI: 10.6084/m9.figshare.27210297.v3
title: <b>ChemoPrediction_CIN</b>

description: Input data for running the code in https://github.com/macintyrelab/Thompson2025_ChemoResistancePrediction
DOI: 10.17632/btgtshgrbh
title: Experiment data about AI Musicians

description: A total of 248 college student participants were recruited to participate in the experiment and fill in the questionnaire, of which 211 were valid and 37 were invalid (highlighted in red color).
DOI: 10.17632/rxrt72fb28
title: Accreted seamounts/oceanic plateaus in the Fuyun accretionary complex in the southern Altaids

description: supplementary tables for the manuscript submitted to Tectonics
DOI: 10.6084/m9.figshare.20291946.v1
title: Supplementary Material for: Incidence and outcomes of acute cerebrovascular events: methodology of the population-based Normandy Stroke Study

description: Background : The number of strokes has been steadily increasing due to the ageing of the population and its management has changed dramatically in recent years. Nevertheless, there are few unbiased epidemiological studies to investigate the incidence of strokes and their long-term prognosis. Methods : The Normandy Stroke Study (NSS) is a prospective population-based study of all strokes and transient ischemic attacks in a large urban, suburban, and rural area in the Northwest of France. It is designed to meet the current gold standard in stroke epidemiological study by using multiple overlapping sources for case identification. It also aims to assess the impact of socio-economic disparities and long-term prognosis of stroke through an additional follow-up up to three years after the event to better understand the functional and cognitive prognostic of stroke as well as the quality of life in patients after stroke. Conclusion : NSS will provide important data on epidemiology and long-term consequences of stroke at the population level and will help care providers to adapt resource allocation.
DOI: 10.6084/m9.figshare.5087095.v1
title: Daily use of sildenafil 50mg at night effectively ameliorates nocturia in patients with lower urinary tract symptoms associated with benign prostatic hyperplasia: an exploratory multicenter, double-blind, randomized, placebo-controlled study

description: <i>Purpose</i>: To compare the efficacy and safety of sildenafil 25 mg qd, 25 mg bid or 50 mg qd – on treating lower urinary tract symptoms with benign prostatic hyperplasia (LUTS/BPH). <i>Materials and methods</i>: Men aged &gt; 45 years with LUTS/BPH were randomly assigned to receive sildenafil 25 mg qd (<i>n = </i>42), bid (<i>n = </i>41), 50 mg qd (<i>n = </i>38) or placebo (<i>n = </i>41) for 8 weeks. Changes from baseline in International Prostate Symptom Score (I-PSS), maximum urinary flow rate (Qmax) and postvoid residual urine volume (PVR) were assessed at week 4 and week 8. <i>Results</i>: Sildenafil 25 mg qd (-7.3 ± 5.8) and 25 mg bid (-7.0 ± 5.7) exhibited significant improvements of I-PSS compared to placebo (-5.2 ± 6.4) (<i>p = </i>0.020, 0.025, respectively). In particular, voiding domain was more affected than storage domain. Only sildenafil 50 mg qd improved nocturia significantly (versus placebo, <i>p = </i>0.027). Quality of life score was improved in all treatment groups. <i>Q</i><sub>max</sub> and PVR did not change significantly in all groups. All regimens were well tolerated. <i>Conclusions</i>: Sildenafil 25 mg qd, 25 mg bid and 50 mg qd are safe and effective to improve LUTS/BPH in long term, along with coexisting ED. In particular, nocturia is most well-controlled by 50 mg qd.
DOI: 10.6084/m9.figshare.6977564.v1
title: qryHD_LoadLight_sqd_BrMBrF_ForR_20151127_NoMorF_H_GroupSize_WithSummer2015.txt

description: Seychelles warbler provisioning data
DOI: 10.17632/p7y8yv7psn
title: Supplementary Material: Plant traits database for climate change adaptation and mitigation in Northwest Portugal

description: The database collects and organizes plant traits information with a particular focus on plant species’ adaptation, mitigation, and ornamental characteristics. It includes information about 287 plant species presently occurring in Porto, Portugal, more precisely in urban green spaces with high urban ecological novelty levels.
DOI: 10.6084/m9.figshare.15152256.v2
title: GIS Data & Maps

description: Data for maps and figures in "Global Potential for Harvesting Drinking Water from Air using Solar Energy" in Nature.
DOI: 10.17632/7f5dg5xhd5
title: Data for: Survey data of foreign language learners' enjoyment and anxiety in the U.S.

description: Foreign language emotion data
DOI: 10.17632/fs2xjpwd9f
title: Automated Detection and Counting of Eucalypt Logs in Stacked Timber using YOLOv9 & Supervision.

description: The system automatically counts the detected logs, reducing the need for manual measurement.
DOI: 10.17632/zxwbtcy69c
title: The open data potential for the geospatial characterisation of building stock on an urban scale: methodology and implementation in a case study - ASSOCIATE DATA

description: This data set presents the results of geometric and thermal characterisation of buildings implemented in Bilbao City (Spain), applying the methodology proposed in the paper "The open data potential for the geospatial characterisation of building stock on an urban scale: methodology and implementation in a case study".
DOI: 10.17632/hvnsh7rwz7
title: POLAR: Posture-level Action Recognition Dataset

description: The "POsture-Level Action Recognition" (POLAR) dataset has nine 9 categories ("bending", "jumping", "lying", "running", "sitting", "squatting", "standing", "stretching" and "walking") directly related to human pose with a total of 35,324 images and covers 99% of posture-level human actions in daily life according to authors' analysis on the VOC dataset.
DOI: 10.17632/t9hhkngdwv
title: Elastic shear buckling loads and ultimate shear strengths of CFS channels with slotted webs: FE simulation results

description: The dataset contains results of FE simulations of CFS channels with slotted webs in shear. The FE models are described in detail in the referenced papers.
DOI: 10.17632/s9bfhswzjb
title: Eye Disease Image Dataset

description: 1. Worldwide, eye ailments are recognized as significant contributors to nonfatal disabling conditions. In Bangladesh, 1.5% of adults suffer from blindness, while 21.6% experience low vision. Therefore, eye disease detection is crucial for preserving vision, preventing blindness, and maintaining overall health. Early detection allows for prompt intervention and treatment, preventing irreversible damage and preserving quality of life. By analyzing the dataset, researchers will be able to identify trends, develop algorithms for diagnosis, assess treatment effectiveness, and inform preventive measures.

2. Currently, computer vision methods show great promise in carrying out classification and detection tasks of this nature.

3. To develop computer vision-based algorithms, an extensive eye disease dataset is presented containing original and augmented datasets of a variety of eye diseases such as Retinitis Pigmentosa, Retinal Detachment, Pterygium, Myopia, Macular Scar, Glaucoma, Disc Edema, Diabetic Retinopathy, Central Serous Chorioretinopathy, and Healthy eye image. The classifications of this dataset are done with the help of a domain expert from a healthcare institute.

4. A total of 5335 images of healthy and affected eye images were collected from Anwara Hamida Eye Hospital in Faridpur and BNS Zahrul Haque Eye Hospital in Faridpur district with the help of the hospital authorities. Then from these original images, a total of 16242 augmented images are produced by using Rotation, Width shifting, Height shifting, Translation, Flipping, and Zooming techniques to increase the number of data.
DOI: 10.17632/zh9k7t8ydk
title: How to respect authorship and how to quote news on the web? 

description: One of the most evident problematic issues in the publication of online texts is the respect of copyright or intellectual property. These aspects have always been discussed in the world of artistic creativity but also in publishing and journalism, even before the Internet and web publications were invented. However, it seems that in the process of online publishing, the issue of copyright is becoming more and more prominent.
DOI: 10.6084/m9.figshare.25200932.v4
title: Release of Phyllanthaceae genome

description: Release of Phyllanthaceae genome
DOI: 10.6084/m9.figshare.22350892.v1
title: Supplementary File 2

description: All vision-related genes identified in the hagfish genome, multifasta format.
DOI: 10.17632/bydk3yth4f
title: Renal safety of biologic and systemic therapies for psoriasis: A systematic review

description: Psoriasis is a chronic inflammatory disease mainly driven by T-helper-17 dysregulation. Despite increasing use of biologics and nonbiologic systemic therapies for moderate-to-severe psoriasis, data remain limited regarding the renal safety of these therapies.​1​ This systematic review investigates evidence regarding the impact of biologics and conventional systemic therapies on estimated glomerular filtration rate (eGFR).