cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.6682670.v1
title: Visit, consume and quit: patch quality affects the three stages of foraging

description: We tested whether the probability of a visit was a function of<br>treatment (dietary N content as a continuous variable) using logistic regression in SAS (PROC GLIMMIX with a binomial distribution and logit link function, SAS 9.4). Day (fixed effect), site (random effect) and feeding station nested within site (random effect) were also included in the model. We then analysed the effect of treatment (dietary N content as a continuous variable) on visit length (min), each behaviour (% of total time) and GUD (count) separately using the generalized linear mixed model (GLMM) procedure in SAS (PROC GLIMMIX with lognormal distribution and identity link function, SAS 9.4). Day (1-4) was included in the models as a fixed effect, and site and feeding station (nested within site) were random effects.<br><br>To analyse our VOCs data we looked at the odours of the diets using a canonical analysis of principal coordinates<br>(CAP) analysis in the PERMANOVA+ add-on of PRIMER v6<br>to determine whether the multivariate VOC data could differentiate the diets along a continuous (dietary nitrogen<br>content) gradient, similar to analyses of VOCs from other plant/food material. We applied a dispersion weighting followed by square root transformation to the VOC peak area values, then performed CAP analysis on the Bray-Curtis resemblance matrix of the transformed data. To tease apart the contributing VOCs we then applied the CAP<br>analysis using diet as a class variable. We also isolated the specific volatile signature of the highest quality diet using<br>the Random Forests (RF). We analysed the data with RF, using a one treatment-versus-the rest approach with the VSURF package (version 1.0.3) in R (version 3.1.2; R Core Team, 2015). Before analysis, TQPA data were transformed using the centred log ratio method using CoDaPack v. 2.01.15.<br>
DOI: 10.6084/m9.figshare.7928525.v1
title: gVCF_NA19332

description: 1000 Genomes gVCF mapped to hs37d5 for NA19332. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.17632/7xxdvwbtk3
title: Geochemical Data - Post-depositional effects on the distribution of authigenic chromium in black shales and implications for using chromium isotopes as a paleo-environment proxy

description: Data for "Post-depositional effects on the distribution of authigenic chromium in black shales and implications for using chromium isotopes as a paleo-environment proxy"
DOI: 10.17632/dtbph5ws5m
title: Survey Data from Young Healthcare Professionals in Myanmar on Biopsychosocial Model Adoption

description: This dataset represents the findings of a qualitative study exploring how young healthcare professionals (aged 25-35) in Myanmar implement the biopsychosocial model in their clinical practices. Data were collected through semi-structured interviews, structured surveys, and field observations in rural and underserved healthcare settings. The dataset includes qualitative responses regarding healthcare professionals' perceptions, challenges, and experiences with the model, as well as quantitative data on the frequency of its use across different healthcare roles. The study highlights barriers such as resource constraints, cultural resistance, and lack of training, and provides insights into the impact of the biopsychosocial model on patient care in these settings. This data is intended to support further research on the application of the biopsychosocial approach in low-resource healthcare environments.
DOI: 10.17632/vr2fmxpczd
title: Zone-wise occupancy profiles

description: The data represents the realistic day-wise occupancy profiles developed using the UK Time Use Survey data. The developed occupancy schedules consider the effect of the number of occupants, dwelling types, the month of the year, and the day of the year on the occupants' behaviour to develop the profiles. The profiles help consider the realistic behaviour of occupants for building performance simulations.
DOI: 10.17632/ypx3sw2f7c
title: single-cell RNA-seq Data for "Multimodal Analysis of Cell Types in a Hypothalamic Node Controlling Social Behavior"

description: Single-cell RNA-seq (scRNA-seq) data collected from the ventral part of ventromedial hypothalamus (VMH) are listed below (after alignment process). You can find the detailed information for these data in the following paper, "Multimodal Analysis of Cell Types in a Hypothalamic Node Controlling Social Behavior" (doi: 10.1016/j.cell.2019.09.020). Briefly, we performed two independent scRNA-seq methods, SMART-seq & 10x (Chromium v2 chemistry), and all 10x data (each dataset was collected from 2-4 brains) were collected for Act-seq (behavior + scRNA-seq), whereas SMART-seq data included Retro-seq data (retrograde-labeling + scRNA-seq; see the detail in the metadata).
DOI: 10.25452/figshare.plus.20492763.v1
title: THINGS-data: fMRI ICA Noise Regressors

description: ICA-based noise regressors for the fMRI data. <br> Part of THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior. <br> See related materials in Collection at: https://doi.org/10.25452/figshare.plus.c.6161151
DOI: 10.6084/m9.figshare.14403839.v2
title: Data for the paper "Late Paleoproterozoic crust-derived carbonate-rich magmatic rocks in the North Altyn area of the Tarim Craton, Northwest China" in JGR journal

description: Data for the paper "Late Paleoproterozoic crust-derived carbonate-rich magmatic rocks in the North Altyn area of the Tarim Craton, Northwest China" in JGR journal
DOI: 10.6084/m9.figshare.4037532.v2
title: Uterine with fibroid (Simple Case)

description: Uterine body, mold, endometrium and fibroid STL file.Uterine body, endometrium and fibroid vtp file (3D Visualization)
DOI: 10.6084/m9.figshare.9108503.v1
title: Spurgeon UO2 PNAS Data Archive

description: Original data pertaining to the manuscript "Nanoscale Oxygen Defect Gradients in UO<sub>2+x</sub> Surfaces," by Steven R. Spurgeon, Michel Sassi, Colin Ophus, Joanne E. Stubbs, Eugene S. Ilton, and Edgar C. Buck, published in the Proceedings of the National Academy of Sciences. Files include original scanning transmission electron microscope images, electron energy loss spectroscopy data, density functional theory calculations, and multislice image simulations.
DOI: 10.17632/3z97hv2y4x
title: Social nosing between sows and piglets in free farrowing pens

description: Data set of the nosing behaviour between sows and piglets in free farrowing pens during the first 3 weeks of lactation. Data by piglet includes the body weight, sex and teat order. Data by sow includes sow parity. The data has been submitted for peer-review.
DOI: 10.17632/m3y5mf57br
title: Data set ; The expert-level distinction of systemic sclerosis from hand photographs using the deep convolutional neural network

description: Dataset
DOI: 10.17632/pf7msnd8d4
title: Infrared spectra of particles were obtained from marine sediment samples in September 2023 using the Alpha, Lumos, and Invenio-R spectrometers

description: 127 Infrared spectra of particles were obtained from marine sediment samples in September 2023 using the Alpha, Lumos, and Invenio-R spectrometers
DOI: 10.17632/zzfn53y643
title: Upriver and downriver migration processes of the Chinese sturgeon for pre-GD and post-GD

description: dataset of Figure 2
DOI: 10.4121/uuid:e8ae2444-84f0-4410-bc82-210376ef5e64
title: Eclipse simulation file and Petrel grid

description: Data of Carbon-di-oxide simulation plan after abandonment of Titas gas field. Grid file is prepared using Petrel software and the whole simulation is run in Schlumberger Eclipse software.
DOI: 10.5522/04/21828975.v1
title: Raw data for eight-probe Neuropixels recordings in the mouse brain

description: This repository contains the raw data from 8-probe Neuropixels recordings in the mouse brain, as described in this paper: <br> C. Stringer, M. Pachitariu, C. Bai Reddy, M. Carandini, K. D. Harris, Spontaneous behaviors drive multidimensional, brainwide activity. Science 364, 255 (2019). https://doi.org/10.1126/science.aav7893 <br> Electrophysiological recordings were performed from each of three mice (named Krebs, Robbins, and Waksman) with eight Neuropixels 1.0 probes simultaneously. <br> This repository contains: raw electrophysiological traces in the high-frequency "AP band" raw electrophysiological traces in the low-pass filtered "LFP band"; movies of the face and of the eye; details of the visual stimuli presented to the mice; synchronization information between these datasets; output of spike sorting (these have not been manually reviewed and should be reviewed before use). For details on the experimental preparation, see the aforementioned paper (Stringer, Pachitariu, et al, <em>Science</em> 2019). <br> The traces in the "AP band" were losslessly compressed using mtscomp algorithm available here: https://github.com/int-brain-lab/mtscomp <br> For details about the behavior videos, or to download these separately, see: https://figshare.com/articles/media/Behavioral_videos_for_8-Neuropixels_recordings_from_Stringer_et_al_2019_Science/8378360 <br> For details about the LFP data, or to download it separately, see: https://figshare.com/articles/dataset/LFP_data_for_8-Neuropixels_recordings_from_Stringer_et_al_2019_Science/8784311 <br> For information about probe locations in CCF coordinates, see: https://figshare.com/articles/dataset/Eight-probe_Neuropixels_recordings_during_spontaneous_behaviors/7739750 <br> For the spiking data used in Stringer, Pachitariu, et al 2019, which are carefully curated spike sorting results from a subset of each recording (containing spontaneous activity but not visual stimulus periods), see: https://figshare.com/articles/dataset/Eight-probe_Neuropixels_recordings_during_spontaneous_behaviors/7739750 <br> <br> <br>
DOI: 10.6084/m9.figshare.12830930.v1
title: SI_Table_wood_production.xlsx

description: Supplementary dataset to <i>Ecosystem-level carbon stocks and sequestration rates in mangroves in the Cananéia-Iguape lagoon estuarine system, southeastern Brazil</i>, by Rovai et al. in Forest Ecology and Management
DOI: 10.6084/m9.figshare.14079863.v1
title: Auto-generated Database of Semiconductor Band Gaps Using ChemDataExtractor

description: A Materials Database of Semiconductor Band Gap Experimental Values Auto-generated Using ChemDataExtractor
DOI: 10.6084/m9.figshare.14609556.v1
title: Figure data in Masuda et al. (2021)

description: Figure data in netcdf format in "Photoacclimation by phytoplankton determines the distribution of global subsurface chlorophyll maxima in the ocean".<br>
DOI: 10.6084/m9.figshare.1528263.v2
title: OERRH Survey Data 2013-2015 csv

description: CSV file containing responses to surveys conducted by the Hewlett-funded OER Research Hub Project during 2013-2015 exploring key questions around OER use and attitudes. xcel file available at http://figshare.com/articles/OERRH_Survey_Data_2013_2015/1546584You can read about the creation of the file at http://oerhub.net/blogs/cleaning-our-way-to-a-monster-dataset/ and the background of the project at http://oerhub.net/what-we-do/background-to-oer-hub/
DOI: 10.6084/m9.figshare.27860991.v1
title: data.xlsx

description: data for 'Inorganic carbon should be considered for carbon sequestration in agricultural soils'
DOI: 10.6084/m9.figshare.3511805.v1
title: Appendix B. A summary of field and expert data and results from two-component model with and without expert information.

description: A summary of field and expert data and results from two-component model with and without expert information.
DOI: 10.6084/m9.figshare.3568410.v1
title: Appendix F. Using simulation to test the proposed analytic estimators.

description: Using simulation to test the proposed analytic estimators.
DOI: 10.6084/m9.figshare.820138.v2
title: NMR of camphor

description: Camphor NMR spectra. The spectra are of camphor in CDCl3 - proton, carbon, and a proton-carbon correlation. Odd number files are FID data, even number are finished spectra.
DOI: 10.17632/dz6dnj787k
title: Data for: A Longitudinal Study of Multidimensional Poverty in Rural China from 2010 to 2018

description: In our analysis, we use the China Family Panel Studies (CFPS) datasets for years of 2010, 2012, 2014, 2016 and 2018. CFPS is a nationally representative, longitudinal survey of Chinese communities, families and individuals funded by the Chinese government through Peking University in 2010. The studies in CFPS convey a wealth of information which focuses on the economic as well as the non-economic characteristics of the Chinese population. Therefore, the samples of CFPS are conductive to the measurement and analysis of the multidimensional poverty. Specifically, our sample selection process is as follows: (1) We exclude households in the urban region to focus on the poverty in rural region of China; (2) We eliminate the missing household samples in some years to ensure a balanced panel dataset; (3) We delete observations with missing values of variables. Our final sample consists of 4511 households that can be tracked in the 5 periods.
DOI: 10.17632/n4ypn8sp9m
title: Dataset for TPB, Data Security and Perceived Benefits

description: Repeated actions and behaviours are characteristic of people’s daily lives. However, there is a dilemma when this repeated action is associated with mobile phone recycling since convincing mobile users to recycle sustainably is challenging. This study analysed the four factors (i.e., actual knowledge, salience, environmental constraints, and habits) adopted from the Integrated Behavioural Model (IBM) theory and examined their impact on behavioural sustainability. A partial least squares structural equation modelling (PLS-SEM) approach was applied to evaluate 601 responses from a self- administered online survey collected from mobile user participants based in the United Arab Emirates (UAE). The survey findings indicated that habit has the strongest and statistically significant positive influence on behaviour; followed by knowledge and skills. Additionally, the salience of behaviour has a considerably negative influence on behaviour sustainability unaffected by environmental constraints. This study serves as a springboard for future research examining the IBM model to understand recycling behaviour in general and smartphone recycling sustainability in particular. Additionally, this research can assist smartphone manufacturers in understanding the factors that will maintain the recycling behaviour continuity, increasing the number of returned devices.
DOI: 10.17632/nmgrvjb9cw
title: Proteomic Dataset: Mass Spectrometric Identification of Membrane Proteins that Interact with PRELP

description: MS proteomics raw data files and a Scaffold file for the following research article. Kosuge H, Nakakido M, Nagatoishi S, Fukuda T, Bando Y, Ohnuma SI, Tsumoto K. (January 8, 2021) Proteomic Identification and Validation of Novel Interactions of the Putative Tumor Suppressor PRELP with Membrane Proteins Including IGFI-R and p75NTR. J. Biol. Chem. 10.1016/j.jbc.2021.100278. Epub ahead of print. Research in brief: Proline and arginine-rich end leucine-rich repeat protein (PRELP) is one of the small leucine-rich repeat proteoglycans (SLRPs), known as a multi-functional and multi-specific ligand. We hypothesized that PRELP interacts with various membrane proteins as is the case with other SLRPs, resulting in the modulation of cellular function. To discover membrane proteins that interact with PRELP, we carried out co-immunoprecipitation coupled with mass spectrometry. We prepared membrane fractions from Expi293 cells overexpressing FLAG-tagged PRELP or control cells and analyzed samples precipitated with anti-FLAG antibody by LC-MS/MS analysis. This data set contains the MS proteomics raw data as follows. PRELP_n1 sample: PRELP_130m_qe8.raw PRELP_n2 sample: PRELP_5ul_130m_qe8.raw Control_n1 sample: mock_130m_qe4.raw Control_n2 sample: mock_5ul_130m_qe4.raw This data set also contains the MS proteomics data analyzed by Scaffold software as follows. 190327_28_PRELP_Condensed_2.sf3
DOI: 10.17632/zpmm72bg6s
title: Patterns of ongoing thought in the real world

description: This data was used to examine how thought patterns in the real world relate to the contexts in which they naturally emerge. We determined the prevalence of thought patterns (identified using Principal Component Analysis (PCA)) in a real-world experience sampling cohort. Participants completed multidimensional experience sampling (MDES) surveys eight times daily for five consecutive days. PCA was applied to these data to identify common "patterns of thought". Linear mixed modelling compared the prevalence of each thought pattern across different social, activity, location, and time contexts. We found that participants reported patterns of thought with episodic and social features when they were interacting with people in either a physical or virtual manner, replicating previous results. Furthermore, we discovered associations between four ongoing thought patterns captured by MDES and the everyday activities people were engaged in. Additionally, location predicted detailed task focus thought, especially when inside a workplace. Lastly, time of day was associated with both detailed task focus and episodic social cognition thought patterns. Overall, our study replicated the influence of socializing on patterns of ongoing thought and mapped patterns of thought across real-world contexts, such as social environment, activity, location, and time, as people went about their daily lives. 

For full details of how this data was collected, see Mulholland et al. (2023), Consciousness and Cognition, Patterns of ongoing thought in the real world.
DOI: 10.25452/figshare.plus.25127579.v1
title: Acute Myeloid Leukemia (AML) and Negative Staging Marrow (NSM) CODEX Segmentation Masks

description: Whole cell segmentation masks for CODEX images using Mesmer. DAPI was used for the nuclear channel and a merged membrane channel consisting of Vimentin, CD45, and NaK-ATPase was used.See related materials in Collection at: https://doi.org/10.25452/figshare.plus.c.7174914
DOI: 10.6084/m9.figshare.11707350.v1
title: MOESM8 of Exosomal circRNA-100338 promotes hepatocellular carcinoma metastasis via enhancing invasiveness and angiogenesis

description: Additional file 8.Â The proteins interacting with circRNA-100338 in HUVEC.
DOI: 10.6084/m9.figshare.12046680.v1
title: voxelGeneCoexpression_E11pt5.mat

description: The dataset is the basis of our analysis of correlated gene expression (CGE) in the developing mouse brain.<br>
DOI: 10.6084/m9.figshare.16707328.v1
title: Bankit

description: Sqn<br>Biosample tableSRA table
DOI: 10.6084/m9.figshare.21900321.v1
title: Publish or Perish (basic report) Google Scholar Profil Jurnal Manajemen Stratejik dan Simulasi Bisnis

description: <strong>Jurnal Manajemen Stratejik dan Simulasi Bisnis (JMASSBI) - Magister Manajemen FE - UNAND</strong> <em>Publish or Perish 8.8.4275.8412 (basic report)</em><br> <em> WinPosix (x64) edition, running on WinPosix 10.0.19045 (x64)</em> <strong>Search terms</strong> <strong>Data retrieval</strong> <strong>Metrics</strong> <strong>Results</strong>
DOI: 10.6084/m9.figshare.22723405.v1
title: Data for Ortiz et al. 2023. AJB. Florivory in the Pantanal

description: <em>Premises of the study</em>: Floral damage caused by florivores often has negative consequences for plant reproduction. However, the factors affecting plant-florivore interactions are still poorly understood, especially the role of abiotic factors and interspecific variation in florivory within ecosystems. Thus, it is largely required to investigate the patterns of florivory levels and its consequences for plant communities. <em>Methods</em>: We assessed the influence of abiotic factors related to climatic seasonality, of phylogenetic relationships among plants, and of functional attributes associated with attractiveness to pollinators on florivory levels (incidence and intensity) in the Pantanal, the world’s largest tropical wetland. Between December 2020 and November 2021, the percentage of both flowers attacked (incidence) and area removed from petals (intensity) by florivores were examined in 51 species from 25 families, considering flowering season, the substrate where the plants occur, and floral attributes as potentially determining factors on florivory levels. <em>Key results</em>: Phylogeny and environmental factors did not have a significant influence on florivory. The only determinant of interspecific variation in florivory incidence and intensity was flower size, where larger flowers experienced higher florivory levels regardless of season and substrate, while flower arrangement and color were not significant factors. <em>Conclusions</em>: Our study is one of the first to estimate the community-wide effects of biotic and abiotic factors on both the incidence and the intensity of florivory. The magnitude of this plant-florivore interaction may reduce reproductive success and entail selective pressures on plant attractiveness to pollinators.
DOI: 10.6084/m9.figshare.24220777.v1
title: 484 MAGs recovered from intertidal sediments using metagenomics sequencing method

description: 484 MAGs recovered from intertidal sediments using metagenomics sequencing method.
DOI: 10.6084/m9.figshare.25540798.v2
title: Digital Skills_ Questionnaire & Dataset

description: This study aims to identify the digital skills demanded by employers, focusing on exploring the skills gaps among the graduates that impact graduate employability.
DOI: 10.6084/m9.figshare.28254812.v3
title: DREAMER

description: Exploring common mechanism of adverse drug reactions and disease phenotypes.
DOI: 10.6084/m9.figshare.28596725.v2
title: <b>China's food demand from 2020 to 2100 across the five </b><b>shared socioeconomic pathways</b>

description: Building on the vast heterogeneity in dietary practices and population size across China, which contributed to profound regional disparities in food demand, we incorporated regional dietary preferences and energy needs across different age groups, genders, and residential statuses to estimate future regional dietary patterns and project raw grain demand for 13 major foods (rice, wheat, maize, tubers, highland barley, beans, pork, beef, mutton, poultry, aquatic products, eggs, and dairy products) in China from 2020 to 2100 across the five shared socioeconomic pathway (SSP) scenarios at the provincial level.The projected diets were proven to be consistent with Chinese dietary practices and fulfilled macronutritionsrequirements, compared to dietary guidelines from the EAT-Lancet Commission, the Chinese Nutrition Society, and major peer studies. Diet directly relates to food security, human health, and environmental sustainability. The dataset developed in this study provides detailed demand information at both spatial and food-specific levels, offering valuable insights for conducting food management strategies tailored to regional needs and optimizing resource allocation strategies. The data unit is ten thousand tons.
DOI: 10.6084/m9.figshare.29105270.v1
title: Research Question 2 data

description: This dataset contains the data for research question 2
DOI: 10.6084/m9.figshare.9911876.v1
title: Genomes of subaerial Zygnematophyceae provide insights into land plant evolution

description: The assembly and annotation files of Spirogloea muscicola and Mesotaenium endlicherianum