cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.8986754.v1
title: DILUTE ACID HYDROLYSIS OF SWEET SORGHUM BAGASSE AND FERMENTABILITY OF THE HEMICELLULOSIC HYDROLYSATE

description: ABSTRACT This study aimed to determine the best dilute acid hydrolysis condition for the hemicellulosic fraction of sweet sorghum bagasse for ethanol production by Scheffersomyces stipitis. The experiment followed a 23 factorial design with four central points, and had as variables: sulfuric acid concentration, temperature and hydrolysis time. Sorghum bagasse presented the following chemical composition: 24.77% of lignin, 31.28% of hemicellulose and 34.80% of cellulose. The hydrolysis that resulted in the highest sugars concentration (14.22 g/L of xylose and 2.42 g/L glucose) was 1.75% H2SO4, 121 ºC and 40 minutes. This same condition provided low concentrations of toxic compounds (1.34 g/L of acetic acid, 0.90 g/L of phenol; 124.54 mg/L of hydroxymethylfurfural (HMF) and 978 mg/L of furfural). The fermentation of the hemicellulose-derived sugars by S. stiptis resulted in 22 g/L of ethanol, YP/S 0.40 g/g and Qp 0.34 g/L.h.
DOI: 10.17632/6dvpywm2m2
title: MLD24: An image dataset for mango leaf disease detection

description: This dataset contains images of Mango leaf disease. Images were collected from different mango orchards of Kushtia, Dhaka, Bangladesh. The following (.zip) folder contains eight classes. Among them, seven are the diseased classes, and one healthy class. The diseased classes are Anthracnose, Bacterial Canker, Cutting Weevil, Die Back, Gall Midge, Powdery Mildew, and Sooty Mould. This is a balanced dataset, each of the classes contains 800 images. The images are compressed from 3024 × 4032 pixels to 240 × 240 pixels to compress the large memory size of the data. This dataset is a significant addition to the plant pathology and data science community.

Image Size: 240 × 240 pixels
Data Format: .jpg
Number of images: 6400 (each class contains 800 images)
Number of classes: 8
Name of the classes: Anthracnose, Bacterial Canker, Cutting Weevil, Die Back, Gall Midge, Powdery Mildew, Sooty Mould and Healthy
Device Details: Images captured by iPhone-SE
DOI: 10.48420/24871785.v2
title: Normalised gene expression, miRNA expression and urinary transcriptomic data from Human Kidney Tissue Resource (HKTR)

description: Normalised kidney gene expression data from HKTR (hktr_gene_expression.txt); normalised kidney microRNA expression data from HKTR (hktr_mirna_expression.txt); normalised urinary data from HKTR (urinary-log2-tpm-scaled.rds). The rds file could be read with readRDS function in R.If you use this data, please cite the following paper: Xu, X., Khunsriraksakul, C., Eales, J.M. et al. Genetic imputation of kidney transcriptome, proteome and multi-omics illuminates new blood pressure and hypertension targets. Nat Commun 15, 2359 (2024). https://doi.org/10.1038/s41467-024-46132-y
DOI: 10.6084/m9.figshare.21788537.v1
title: Narrow Corridor Replication Code.zip

description: Data and replication code for "The Expansive Corridor: Testing Acemoglu and Robinson (2019)" by Ryan H. Murphy and Colin O'Reilly.
DOI: 10.6084/m9.figshare.23016308.v1
title: menstruation.csv

description: The data are about predictive factors for menstruation.
DOI: 10.6084/m9.figshare.23607618.v1
title: patient22.rar

description: A Patient with fundus images that taken by Ret-cam.
DOI: 10.6084/m9.figshare.22031969.v1
title: 3D Mesh Dataset for DeepCrysTet

description: 3D Mesh Dataset for DeepCrysTet
DOI: 10.6084/m9.figshare.25530043.v1
title: Sequence alignments and phylogenetic trees for the article titled "Illuminating the coevolution of photosynthesis and Bacteria"

description: Sequence alignments and phylogenetic trees of photosynthesis/chlorophototrophy-related genes included in the article titled "Illuminating the co-evolution of photosynthesis and Bacteria". <br>in.faa = sequence alignments used for maximum-likelihood estimation of the phylogeny<br>iqtree.nwk = maximum-likelihood estimation of the phylogeny for "in.faa" performed using IQTREE v2in2.faa = sequence alignments used for bayesian inference of the phylogeny<br>pb.nwk = Bayesian inference of the phylogeny for "in2.faa" performed using phylobayes-mpi v1.9
DOI: 10.6084/m9.figshare.25970053.v1
title: Yoga vs. aerobic exercise in increasing MVPA among children: secondary analysis of a randomized controlled trial in rural India

description: The objective of this study was to test the effect of both yoga and aerobic exercise on children’s moderate-to-vigorous physical activity (MVPA).
DOI: 10.6084/m9.figshare.28284953.v1
title: Data Set

description: This study investigates the mediating role of comfort (CMT), convenience (CNV), and aesthetics (AST) in the relationship between the enablers of an age-friendly built environment for walkability (BEW) and outcomes such as increased physical activity level (IPL), increased socialization (ISL), and improved quality of life (IQL) in older adults. The research follows a positivist paradigm using a quantitative approach and survey strategy with a cross-sectional design. A sample of 333 older adults was selected using the convenience sampling technique, and data were gathered through a self-administered questionnaire. Findings from hypothesis testing indicate that, among the enablers, age-friendly urban design policies (AUP) are the most significant construct, positively impacting all three mediating variables. Additionally, AST was found to have a significant positive effect on IPL and ISL, while CMT and CNV significantly influenced IPL and IQL, respectively. These results suggest implications for urban planners and policymakers to enhance the contribution of BEW toward IPL, ISL, and IQL for older adults, promoting sustainable design while ensuring inclusivity. This research offers valuable insights for academics and practitioners, emphasizing the importance of creating age-friendly environments to support the well-being and quality of life of older adults.
DOI: 10.6084/m9.figshare.5774187.v1
title: Multiple sampling dataset for Diffusion Tensor Imaging studies- Raw dataset

description: <b>Acquisition protocol</b><br>This is a DTI dataset with large number of samples for 20 healthy individuals. All the subjects were acquired at the Hospital das Clínicas at Ribeirão Preto (M: 70, F: 61, average age: 34.12 (18 – 45 years old, right-handed). The acquisition protocol was set on a 3.0T MRI scanner (Phillips, Achieva) with the following acquisitions parameters:Single-shot echo-planar imaging sequence, parallel imaging factor of 2.0, matrix of 128 × 128, field of view of 240 × 240 mm (nominal resolution: 2.0 mm isotropic), transverse sections were acquired parallel to the anterior commissure-posterior line (AC-PC), N=1 samples, and 72 sections covered the entire hemisphere and brainstem without gaps. Diffusion weighting images were encoded along 32 whole sphere independent orientations and the b-value was 1,000 s/mm2.The scanning time per dataset was approximately 4 minutes, which follows a reasonable data acquisition protocol in the clinical routine. The study was approved by the Ethics Committee of the Medicine School of Ribeirão Preto at the University of São Paulo.<br>More details will be given after the original paper been published. <br><br>
DOI: 10.6084/m9.figshare.15505794.v1
title: Cap storage

description: Raw and formatted data
DOI: 10.6084/m9.figshare.21641756.v3
title: Common EOFs for model evaluation

description: R-markdown script and R-binary data files used for evaluating CMIP5 and CMIP6 RCP4.5 and SSP245 multi-model ensembles with up to 70 GCMs for a region covering the Nordic countries and involving surface air temperature (TAS), precipitation (PR) and mean sea-level pressure (PSL).
DOI: 10.6084/m9.figshare.21810147.v2
title: 1 million hypothetical MOFs

description: This project includes CIF files of about 1 million hypothetical MOFs (exactly 1,118,074 structures) generated by PORMAKE, which were used for pre-training MOFTransformer. The details of generating MOFs and optimization with UFF forcefield are summarized in the maunscript of MOFTransformer. <br> An example of file format: puc+N131+E128.cif The first token (e.g., pcu) means topology and other tokens mean names of building blocks, which can be identified in supporting information of the PORMAKE paper [computational screening of trillions of metal-organic frameworks for high-performance methane storage])
DOI: 10.6084/m9.figshare.13513686.v1
title: Sk_dataset.rar

description: Dataset used for the soil erosion assessment in South Kivu province
DOI: 10.6084/m9.figshare.21545301.v2
title: SPSS Raw Data.sav

description: This data is the raw data of household survey conducted in Gimbi district, western Ethiopia. It contains responses of all respondents interviewed during the study. It was used for anlysis importing it to STATA. Anybody who access the data can use it for further analysis.
DOI: 10.6084/m9.figshare.23247623.v1
title: <em>T. aeratnhos</em>_AFLP_all data

description: We studied the effects of urbanization on genetic diversity, genetic structure, and local adaptation in <em>Tillandsia aeranthos</em>, an epiphytic self-incompatible bromeliad with a high ability to colonize urban habitats. We sampled <em>T. aeranthos</em> along two transects comprising urbanization gradients in South Brazil. We used AFLP markers to genotype 200 individuals and we obtained 971 fragments, of which 100% were polymorphic. The available data refer to the genotyping of the AFLP locus, location of the populations and urbanization measures used in the study.
DOI: 10.17632/7kx3hz7wr9
title: SUPPLEMENTAL INFORMATION - Effect of smoking cessation on psoriasis vulgaris, palmoplantar pustulosis, and generalized pustular psoriasis: A nationwide population-based cohort study

description: Mendeley supplemental Table 1. The characteristics of the study population regarding health behaviors and laboratory results Mendeley supplemental Fig 1. Association of changes in smoking habits with psoriasis vulgaris according to subgroup. Mendeley supplemental Fig 2. Association between changes in smoking habits and palmoplantar pustulosis by subgroup.
DOI: 10.6084/m9.figshare.11940426.v1
title: Virality Measures of "Data Tweets"

description: This dataset consists of two files in TSV format derived from a large number of tweets (16754250) that were identified as containing different forms of "numeric data" in an extended collection of tweets from Twitter's 1% public sample over 11 months from September 2018. <br>Both files have a key column labelled "TweetID" which is the Twitter API ID that can be used to retrieve the full twitter data (recommended retrieval via TWARC).<br>The file "datatweet-numeric-occurrences.txt" consists of three columns:1 TweetID2 NumericDataString - the actual substring from the tweet which was recognised as numeric e.g. "500 billion" or "24 years"3 NumericType - one of a set of identified numeric types e.g. "[cardinal]" or "[time]". <br>The "virality" associated with the tweets in which the numeric data has been found is given in the file "datatweet-virality.txt".Its columns are as follows1 id of the tweet2 retweet_count3 favorite_count4 followers_count (of the user who made the tweet)<br>If this tweet is a retweet of another (original) tweet, the following columns are non-empty:5 id of the original tweet6 favourite_count of the original tweet7 followers_count of the original tweet's author<br>NB if col 2 is 0, then cols 5-7 will be blank.If col 2 &gt;0, then it contains the number of retweets of the original tweet, not the number of times that this retweet has been retweeted.
DOI: 10.6084/m9.figshare.15032256.v2
title: Presence of large colonies (&gt;100cm) of the hydrocoral Millepora alcicornis in the coral reef of Tamandaré - Pernambuco, Brazil (Field surveys from Feb2017 to May 2019)

description: Underwater mapping of hydrocoral <i>Millepora alcicornis</i> was conducted from February 2017 to May 2019, as part of a conjoined, ongoing effort to map the benthic habitats and monitor the coral reefs of the area.Field survey was undertaken using photo and video transects and a diver-towed GPS (Garmin eTrex 20x) recording location data at 5 s intervals.Video recordings were undertaken by a patiently swimming diver using a GoPro coupled on top of a one-meter handle. To enable the estimation of the size of the coral colonies, a measuring tape was attached to a PVC one-dimensional frame. The location of each coral colony was recorded by checking the timestamp of the specific photos and video frames containing the species and syncing it with a digital watch carefully synchronized with the towed GPS.Specimens of <i>Millepora alcicornis</i> were also classified by size. The table shows data related to the species' colonies larger than 100 cm.<br>
DOI: 10.6084/m9.figshare.1003780.v1
title: Relationship of diversity and habitat area in North Pacific plastic-associated rafting communities

description: This is an author-generated, self-archived version. The final publication is available at link.springer.com. DOI: 10.1007/s00227-014-2432-8 Link: http://link.springer.com/article/10.1007/s00227-014-2432-8 Bibliographic info: Goldstein, M.C., H.S. Carson, and M. Eriksen. 2014. Relationship of diversity and habitat area in North Pacific plastic-associated rafting communities. Marine Biology, published online 13 April 2014. DOI: 10.1007/s00227-014-2432-8.
DOI: 10.17632/t66f8swg6w
title: Data for: Experimental investigation on entrainment in two-phase free jets

description: Methods:
In the present research, the influence of atomization on the mixing ratio in the gas phase of a free jet is investigated under ambient conditions. Experimental data of the mixing ratio, representing entrainment in the gas phase of a two-phase free jet under ambient conditions is provided in order to validate computational fluid dynamic (CFD) models. The local mixing ratio is determined from the tracer gas (helium) concentration in the gas phase. Radial profiles of the mixing ratio are measured at 5 different axial distances for 3 different nozzles applying 5 different gas-to-liquid ratios (GLR) for the two-phase free jet as well as a single-phase free jet. 
Each dataset in the zip-File (data.zip) includes one radial profile. The filename includes information about the number of the nozzle, the gas-to-liquid ratio (GLR) and axial distance z. The data is given in comma-separated values. In the first row of each dataset, the radial distance from the centerline is given in mm. In the second row, the mixing ratio is given. The mixing ratio X is the mass fraction of gas, which origins from the nozzle. (1-X) is the mass fraction of gas, which is entrained from the surrounding environment of the free jet. Methods, data and results are described in detail in the related paper: Hotz et al., 2022, Experimental investigation on entrainment in two-phase free jets. DOI number will be added as soon as the paper is accepted. 

Description of the data:
For each nozzle, the gas mass flow at the nozzle is kept constant, in order to keep the momentum flow of the gas phase constant. The liquid mass flow is varied according to the gas-to-liquid ratio (GLR) of 1.50, 1.25, 1.00, 0.75 and 0.50 (see dataset with filename e.g. “…GLR_150…”) for each nozzle as well as a single-phase free jet, with no liquid mass flow. GLR--> infinity (see dataset with filename "...GLR_inf"). 
Nozzle dimensions and operating conditions are given in the file: "nozzles_operating_conditions.xlsx".
The axial positions z of the radial profiles are given in the filename in mm (e.g. "...z_65.txt" --> z = 65 mm).
DOI: 10.6084/m9.figshare.25649281.v1
title: Additional file 1 of Genome assembly of Melilotus officinalis provides a new reference genome for functional genomics

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.5471824.v1
title: Carrier sequencing FastQ data set

description: FastQ files with preserved headers containing channel information. The multiple files must first be combined into a single FastQ file prior to analysis (e.g., cat *.fastq &gt; all_reads.fastq). Concatenated md5: 853cd6b8804deb54ddf5ace23bd65f6c<br>0.2 ng of <i>B. subtilis</i> DNA prepared with 1000 ng of Lambda DNA using the Oxford Nanopore Technologies ligation sequencing kit - LSK-SQK108.The library was then sequenced on a MinION Mark-1B sequencer and R9.4 flowcell for 48 hours and basecalled using ONTs Albacore v1.10 offline basecaller.<br><br>
DOI: 10.6084/m9.figshare.28194902.v1
title: Simulated Dataset1

description: Data nameSimuation toolPlatformDataset nameNo. of spotsNo. of genesNo. of SVGsNo. of non-SVGsNo. of clustersDLPFC_scDesign3scDesign310X VisiumDLPFC # 1515074221200020018007scDesign310X VisiumDLPFC # 1515084381200020018007scDesign310X VisiumDLPFC # 1515094788200020018007scDesign310X VisiumDLPFC # 1515104595200020018007scDesign310X VisiumDLPFC # 1516693636200020018005scDesign310X VisiumDLPFC # 1516703484200020018005scDesign310X VisiumDLPFC # 1516714093200020018005scDesign310X VisiumDLPFC # 1516723888200020018005scDesign310X VisiumDLPFC # 1516733611200020018007scDesign310X VisiumDLPFC # 1516743635200020018007scDesign310X VisiumDLPFC # 1516753566200020018007scDesign310X VisiumDLPFC # 1516763431200020018007
DOI: 10.6084/m9.figshare.3523199.v1
title: Appendix A. A detailed description of the randomization tests.

description: A detailed description of the randomization tests.
DOI: 10.6084/m9.figshare.7418114.v2
title: Simulation files for "Determination of complex conductivity of thin strips with a transmission method"

description: In this dataset, simulation files are provided that validate and verify a new technique to characterize 2D materials in terms of their surface conductivity.A microwave waveguide loaded by a thin conductive strip is simulated by two modelling tools (CST and Feko). Modelling files and results for both tools are provided.<br>sigma = (0.01-j0.01 )S/m is 50+50j Ohms<br>sigma = (0.001-j0.001 )S/m is 500+500j Ohms<br>
DOI: 10.6084/m9.figshare.16531197.v1
title: human_GWAS_ldsc_result.zip

description: <b>Pig genome functional annotation enhances the biological interpretation of complex traits and human disease</b>
DOI: 10.6084/m9.figshare.27040909.v1
title: Neighborhoods Data_Syracuse_Lead Poisoning_ELA Proficiency

description: Lead has been a toxin for most of history, notably highlighted by the Flint, Michigan water crisis. While contaminated water is a frequent source, many U.S. cities also face lead risks from other avenues, such as deteriorating paint in homes. Lead takes a toll on young children in terms of both their immediate health and long-term wellbeing. Previous research has found that young children exposed to lead performed worse in math and English Language Arts (ELA) testing. Since this time, the standards for harmful levels of blood lead have become more stringent, dropping from 10 μg/dL to 5 μg/dL. In this study, we revisit test scores in New York State and focus on English Language Arts performance in order to examine the relationship between achievement and lead exposure at this more stringent level, and to ascertain how exposure to lead in a given neighborhood is associated with different levels of academic achievement among children in that neighborhood. We assess this relationship in light of possible confounding factors, like household English level and rent burden. This approach is important as it rules out school district level factors that may cause differences in ELA scores: we hold the school district constant and focus on the neighborhood as the unit of analysis, controlling for factors not analyzed in previous research. Our findings show that lead poisoning and substandard ELA proficiency are correlated at .38. The coefficient of the bivariate regression between these two variables was .73 (p&lt;.05). When controlling for household English level and rent burden, lead poisoning remained statistically significant. Exposure to lead plays a large role in determining childrens’ ELA achievement, even when incorporating household English and rent burden. Accordingly, policy geared towards improving ELA proficiency should intertwine with neighborhood revitalization by supporting safe and affordable housing.
DOI: 10.6084/m9.figshare.29146049.v1
title: model_performance_metrics_.xlsx

description: model_performance_metrics
DOI: 10.6084/m9.figshare.14307860.v1
title: Data from: Bird-mediated effects of pest control services on crop productivity: A global synthesis

description: Original data from:Díaz, P., N. Olmos, F.E. Fontúrbel, B. Lavandero, R.A. Pozo & J.L. Celis-Diez (2021) Bird-mediated effects of pest control services on crop productivity: A global synthesis. Journal of Pest Science.<br>Please refer to readme.txt file for further details
DOI: 10.6084/m9.figshare.23763906.v1
title: Supplementary Figures and Tables

description: Supplementary figures and tables for the manuscript titled: <em>A combined lifestyle intervention induces a sensitization of the blood transcriptomic response to a nutrient challenge</em><br>
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<em>BioRxiv: https://doi.org/10.1101/2021.05.18.444591</em>
DOI: 10.6084/m9.figshare.3474032.v1
title: PROCESSING_OF_SENTENCES_TEMPORAL_CONNECTIVES_DATASET.csv

description: Column 1= subject (participant number). Column 2= months (age of participant in months). Column 3 = memory (Participant memory scores). Column 4 = vocab (Participant vocabulary scores). Column 5= item (item number: 1 to 64). Column 6 = rt (DV: reaction time). Column 7 = correct (DV: correct or incorrect). Column 8 = sentence (experimental sentence). Column 9 = connective (IV: sentence with before or after). Column 10= position (does the sentence use the connective at the start or middle of the sentence?) Column 11= order (is the order of mention of events in the sentence chronological or reverse-chronological?). Column 12= age (Is the participant 3to4, 4to5, 5to6, or 6to7 years old?)
DOI: 10.6084/m9.figshare.7550768.v1
title: SuppData-5 and 6: Hox13 alignment and phylogeny

description: Supplementary Data 5: Multiple alignment of Hox13 genes in FASTA format.<br>Supplementary Data 6: Phylogenetic tree of Hox13 genes.
DOI: 10.6084/m9.figshare.13266503.v1
title: Nomenclature list for the minipig atlas

description: Nomenclature list for the minipig cross sectional atlas<br>
DOI: 10.6084/m9.figshare.24130197.v1
title: Additional file 3 of Stoichiometry of carbon, nitrogen and phosphorus is closely linked to trophic modes in orchids

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.27922839.v1
title: Priming effect under salt stress in coastal soils

description: In this study, we conducted a microcosm experiment with a full factorial design with salt stress and straw input to investigate the intensity of the priming effect and its contribution to soil organic matter decomposition.
DOI: 10.6084/m9.figshare.12600458.v1
title: Clinic value of nedaplatin in nasopharyngeal carcinoma

description: These files are the available data for the research of comparison between nedaplatin and cisplatin in triple-drug induction chemotherapy for locoregional advanced nasopharyngeal carcinoma".<br>
DOI: 10.6084/m9.figshare.25560870.v1
title: 数据.xps

description: 使用 load_sportsmot_dataset（） 函数加载 SportsMOT 数据集。此函数应根据 SportsMOT 数据集的格式返回训练和测试数据集。该实验假设每个数据样本由多种模态（例如，视频帧、音频、位置信息等）组成。prepare_data（） 函数用于从数据集中提取模态数据和相应的标签。