cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5240956.v2
title: Modern pollen types, Ghana.

description: Modern pollen types from artificial pollen traps, observed in Ghana, tropical West Africa. This is my personal database of pollen types observed during my PhD 'Modern pollen-vegetation relationships in Ghana, tropical West Africa', at The Open University.Some scale bars missing from first 11 Holotypes; see excel sheet for pollen sizes. Many taxa have not been assigned botanical affinities. <br>Modern pollen was recovered from the following sites in Ghana:Kogyae Forest Reserve, Savannah (7°18'04"N, 1°09'53"W), Transition (7°18'07"N, 1°10'50"W) and Forest (7°15'41"N, 1°09'00"W) plots (slides with 'K' in code- see below)Bobiri Forest Reserve (6°42'15 "N 1°19'06 "W)<br> (slides with 'B' in code- see below) Ankasa Conservation Area (5°16'06"N 2°41'38"W) (Slides with 'A' in code- see below)Explanation of codes:'Pollen types were assigned codes, for example the 3rd grain (G3), photographed in Slide 28 (S28), Kogyae 2014 (K14), Transition vegetation plot (T), Trap 55 (T55) would be S28K14TT55G3. Types were numbered sequentially from 1 upwards, and Holotypes (sets of images which acted as a standard for that pollen type) were designated. Holotypes were designated when the grain being photographed met the standards outlined below: - images of only one grain - includes both polar and equatorial views - includes a scale bar - grain not damaged - images clear enough to see the diagnostic features of the grain such as pore shape and wall structure When a new grain was found which did not meet the criteria to be designated as a holotype, it was photographed and given only a code, not a Type number, until a grain of the same morphotype was observed which could then be photographed as the holotype for that type. Pollen taxa were counted using their Type numbers, and taxonomic information was assigned to Types when this information became available.'Where identifications are present, they are from:William D. Gosling, Charlotte S. Miller, Daniel A. Livingstone, Atlas of the tropical West African pollen flora, Review of Palaeobotany and Palynology, Volume 199, 2013, Pages 1-135, ISSN 0034-6667, http://dx.doi.org/10.1016/j.revpalbo.2013.01.003.Annie Vincens, Anne-Marie Lézine, Guillaume Buchet, Dorothée Lewden, Annick Le Thomas, African pollen database inventory of tree and shrub pollen types, Review of Palaeobotany and Palynology, Volume 145, Issue 1, 2007, Pages 135-141, ISSN 0034-6667, http://dx.doi.org/10.1016/j.revpalbo.2006.09.004.Riollet G, Bonnefille R. 1980. Pollens des savanes d’Afrique orientale. Paris: Éd. du Centre national de la recherche scientifique. Paris.van Campo M. 1974. Pollen et Spores d’Afrique tropicale. Talence: Association des Palynologues de Langue Francaise.Ybert J-P. 1979. Atlas de pollens de Côte d’Ivoire [Internet]. Paris: ORSTOM; [cited 2017 Feb 21]. Available from: http://www.documentation.ird.fr/hor/fdi:09859<br><br>
DOI: 10.6084/m9.figshare.6083210.v1
title: Earth Analytics: Cold Springs Fire Remote Sensing Data

description: This data repo contains data for the 2015 cold springs fire including<br><br>1. updated Landsat data (landsat collections data which was reprocessed - note that the other repo containing this data has the older Landsat 8 data pre collections which is no longer available. <br>2. MODIS data pre/post fire<br>3. NAIP data pre-fire<br><br>Note that the MODIS HDF files are available as a separate zip file in this repo to keep the file size smaller<br><br>IMPORTANT: note that the landsat 8 data pre-fire has a large cloud in the study area that is used as a teaching opportunity. Students must download a clean cloud free version of the data from Earth Explorer. <br>
DOI: 10.6084/m9.figshare.21913725.v1
title: Supplementary Data 2.xlsx

description: Supplementary Table 2: Mica Rb-Sr
DOI: 10.6084/m9.figshare.24083808.v1
title: Supplementary Material for: Two cases of anti-D alloimmunization in D-negative Thai patients as a result of the Asian type DEL on transfused red cells.

description: Introduction: DEL is known to be one of the weakest D variants, which can be detected by the adsorption-elution technique or by molecular study. Currently, in Thailand, we do not routinely test for DEL variant serologically or genetically among serologic Rh D negative blood donors. Case Presentation: We reported two cases of alloimmunization after transfused with Rh DEL, RHD*DEL1 allele, in the Thai population. The first case was a 73-year-old male with anemia who presented with post-cardiac arrest and septic shock. The patient was group B, RhD negative, and was transfused with RhD negative red blood cells (RBCs). Antibody screening and identification found that the patient developed anti-D and anti-Mia during the admission course. The second case was a 38-year-old woman with pseudomyxoma peritonei who developed anti-D after receiving four units of RhD negative RBCs during cytoreductive surgery with hyperthermic intraperitoneal chemotherapy. Both patients did not receive anti-D immunoglobulin and had no previous history of anti-D detection. We retrospectively investigated and found two units of RHD*DEL1 among the RBCs transfused to these patients. Discussion: Previous reports of several cases of anti-D alloimmunization in RhD-negative recipients transfused by RHD*DEL1, an Asian-type DEL, are limited only in East Asiaand one case in Austria. We first identified two patients with anti-D alloimmunization after receiving the RHD*DEL1 RBCs in the Thai population. This raises concern about Rh DEL screening among D-negative Thai blood donors and whether to remove DEL units from the D-negative inventory to improve patient safety.
DOI: 10.6084/m9.figshare.24975513.v2
title: Phage Genomes

description: Dereplicated phage genomes recovered from all three sites using the ViWrap pipeline. Accompanying CSV shows statistics about abundance and activity as well as taxonomy.
DOI: 10.6084/m9.figshare.25283665.v1
title: barsurg_audit anonymised.xlsx

description: A dataset including participant information for 119 patients undergoing bariatric surgery.
DOI: 10.6084/m9.figshare.25375612.v1
title: Data for manuscript: Kuiper et al. (2024). <b>The behaviours of different carnivore and livestock species shape spatial patterns of human carnivore conflict</b><b> (People and Nature, March 2024)</b>

description: This is the data to support the published manuscript referneced in the title. It includes the locations of human predator conflict locations in Zimbabwe.<br><br>
DOI: 10.17632/kf25jrrwn9
title: Data for: RISK FACTORS FOR SEIZURE RECURRENCE IN A PEDIATRIC OBSERVATION UNIT

description: Characteristics of patients that present to PED with seizures and risk evaluation for seizure recurrence
DOI: 10.6084/m9.figshare.18094172.v1
title: Widespread HGT in insects: a foreign gene enhances male courtship in lepidopterans

description: This repository contains sequences of 1,410 HGT-acquired genes, 1,410 gene trees, the ML phylogeny of 218 insects, and a concatenation data matrix. <br> Each folder corresponds to each topic in our study. <br> Please let me know if you have any questions about them. <br> email: xingxingshen@zju.edu.cn <br>
DOI: 10.6084/m9.figshare.19946045.v2
title: Barley_40K_XT_Genotype

description: Barley accessions acquired from Australian Grains Genebank Collection Genotyped using the 40K XT SNP chip <strong>Program 3. Minimising the impact of major barley foliar pathogens on yield and profit: Screening of diverse barley germplasm for rapid discovery and utilisation of novel disease resistance in barley using R-HapSelect – A haplotype-based toolkit</strong> <br> <strong>Funded by the Grains Research & Development Corporation (GRDC) through The University of Queensland (UQ) </strong> <br> <strong>Reference: UOQ2005-012RTX</strong> <br> Project outputs and relevant data are co-owned by GRDC and UQ <br>
DOI: 10.6084/m9.figshare.22086464.v2
title: An optimized method for Oil Red O staining with the salicylic acid ethanol solution

description: Oil Red O (ORO) staining is a commonly used experimental technique to detect lipid content in cells or tissues. Freshly prepared ORO in 60% isopropanol is the most widely used method at present. However, isopropanol is volatile and harmful to the human body. It will also affect the interpretation of the results due to the formation of crystals and non-specific diffuse staining. In this paper, by screening and validation, we report a salicylic acid ethanol solution (containing 50% ethanol, 5%-10% salicylic acid) for the preparation of ORO solution, which has a better staining effect on lipid staining in cells and tissues, with a clean background and short dyeing time. What’s more, this ORO solution is non-toxic, convenient to prepare, and can be stored for a long time. Therefore, it is reliable, easy to operate, and can be widely popularized and applied in laboratories.
DOI: 10.6084/m9.figshare.23301824.v1
title: Opisthokonta phylogeny

description: This repository contains all the data matrices and resulting phylogenies from the Opisthonkonta phylogeny paper. The topology summary could be found in Data S1.
DOI: 10.6084/m9.figshare.26135107.v1
title: <b>An Open Paradigm Dataset for Intelligent Monitoring of Underground Drilling Scenarios in Coal Mines</b>

description: In the field of coal mine safety monitoring and automation, high-quality and specialized datasets are crucial for the development and validation of artificial intelligence algorithms. Currently, there is no comprehensive benchmark dataset specifically for coal mine industrial scenarios, which significantly limits the research progress of AI algorithms in the coal mining industry. This study has constructed for the first time a benchmark dataset (DsDPM 66) specifically for coal mine heading faces, containing 105,096 images obtained from videos of 66 drilling operation scenes. The dataset has been meticulously annotated manually to suit computer vision tasks such as object detection and pose estimation. In addition, this study conducted extensive benchmarking experiments on this dataset, applying various advanced AI algorithms including but not limited to YOLOv8 and DETR. The experimental results show that the proposed dataset can effectively improve the accuracy of various object detection and pose estimation models in coal mines, filling the data gap in the coal mining field and providing valuable resources for the development of coal mine safety monitoring and automation technologies.
DOI: 10.6084/m9.figshare.28985033.v2
title: <b>a data</b>

description: 此项目data
DOI: 10.6084/m9.figshare.29070209.v2
title: <b>SAMC: Structure-Aware Multi-view Representation Learning with Coordinated Fusion and Alignment for Urban Regions</b>

description: None
DOI: 10.6084/m9.figshare.9782783.v1
title: 1213AB x10 Levantoglyphus sidorchukae holotype and paratype

description: Levantoglyphus sidorchukae holotype and paratype<br>amber specimen<br>Original image stacks for descriptions of fossil mites Levantoglyphus sidorchukae n. gen. and sp. from Cretaceous amber of Lebanon (ca. 129 Ma). Two specimens in a finely polished piece of amber are embedded in epoxy between two glass coverslips.<br>Compound microscopes Nikon E-800 with water immersion optics (40x and 60x), Zeiss AxioImager A2 with dry (40x, 63x) and oil immersion optics (100x), Leica DM 2500 LED (40x, 100x). Brightfield, phase contrast, polarized and differential interference contrast and incident illumination were used. Stacks of images, comprising multiple focal planes, were obtained with digital cameras Olympus OM-D E-M10II on the Nikon microscope, Zeiss Axiocam 506 color, Hitachi KP-HD20A on the Zeiss microscope, and Leica DMC4500 on the Leica microscope.<br>Stacks were corrected for color, brightness and noise with Adobe Lightroom, then exported to JPEG format. <br><br>
DOI: 10.17632/56dpt49dwh
title: data publication

description: this data article explores the criteria that affect the precision of estimating the cost of sports projects from the perspective of engineers at the Iraqi Ministry of Youth and Sports. The data was obtained by using qualitative and quantitative research methods were adopted in collecting and analysing the data. Based on the literature review, a questionnaire was prepared and then distributed to Engineering of the Iraqi Ministry of Youth and Sports, as the sample size reached 44 individuals. The findings reveal that the top 15 affecting criteria out of fifty-five are: repetition, difference in construction value, additional work (change orders), precision of tables of quantities, continuous updating of the design requirements for sports stadiums according to FIFA conditions, clarity of drawings and specifications, labour cost, economic situation, type of sports fields (international or local), duration of the project, building materials prices, type of contract, equipment cost, sports field location, experience and skill level of the appraiser, Project documentation are complete, and the cost data and details are complete. Competence and leadership of the project manager. The data can provide an original perspective on the concept of cost estimation accuracy as it relates to project efficiency based on a literature review and empirical evidence.
DOI: 10.17632/j7mxzzbhc5
title: Dupilumab shows long-term effectiveness in a large cohort of treatment-refractory atopic dermatitis patients in daily practice: 52-weeks results from the Dutch BioDay registry

description: Dupilumab shows long-term effectiveness in a large cohort of treatment-refractory atopic dermatitis patients in daily practice: 52-weeks results from the Dutch BioDay registry
DOI: 10.17632/x84p2g3k6z
title: Guava Leaves and Fruits Dataset for Guava Disease Recognition through Machine Learning and Deep Learning

description: (1) Plant diseases are the primary cause of reduced productivity in agriculture, which results in economic losses. Guava is an important source of nutrients like vitamin C in plants all around the world. Guava  diseases, on the other hand, have a negative impact on Guava fruit productivity in terms.
(2) Computer vision and Image processing have significant impact on the recognition of various diseases in plants and fruits.
(3) The dataset contains the image of Guava leaves and fruits which are affected along with disease-free that can be utilized to develop an automated system for the researchers to predict the diseases in guava plants. The dataset is comprised with four diseases of guava namely Phytopthora, Red Rust, Scab, and  Styler and Root. Besides the disease-free leaves are also attached with the dataset. 
(4) Two types of datasets are included here one is the original dataset (a total of 527 images) and another is augmented dataset (a total of 4899 images) . Each image contains a generalized dimension of 512*512. 
(5) With the help of the domain experts and plant research center, the images have been collected manually from guava garden of Bangladesh Agriculture University, Mymensingh, Dhaka, Bangladesh.
DOI: 10.6084/m9.figshare.11291825.v3
title: Supplementary Table 2: Frequency using bioinformatics tools and ability and willingness to reproduce experiments: a research survey.

description: Supplementary Table 2 showing the success and willingness in reproducing published experiments stratified by the frequency of using bioinformatics tools. <br>Chi square statistic: 0.53333, df = 3, p-value = 0.9115<br>Conclusion: There was no evidence for a difference in the ability and willingness to reproduce published results between the respondents who use bioinformatics tools often and those who use them rarely or never. <br><br>
DOI: 10.6084/m9.figshare.17079167.v1
title: Additional file 8 of miR-30b-5p inhibits proliferation, invasion, and migration of papillary thyroid cancer by targeting GALNT7 via the EGFR/PI3K/AKT pathway

description: Additional file 8. The tumor volume data in xenograft tumor model.
DOI: 10.6084/m9.figshare.20089700.v2
title: Papalexi 2021 ECCITE-seq

description: MuData object of https://www.nature.com/articles/s41588-021-00778-2 <br> Generated as: https://github.com/theislab/pertpy-datasets/tree/main/Papalexi, E., Mimitou, E.P., Butler, A.W. et al. ECCITE
DOI: 10.6084/m9.figshare.26129593.v1
title: Supplementary Material from "Population at risk of dengue virus transmission has increased due to coupled climate factors and population growth"

description: <b>Abstract</b>: Dengue virus transmission has increased over the last four decades seemingly due to changes in climate, urbanization and population growth. Using estimates of dengue transmission suitability based on historical temperature and humidity data, we examined how shifts in these climatic variables and human population growth have contributed to the change in the geographical distribution and size of the global population living in areas with high climate suitability from 1979 to 2022. We found an expansion in climate suitability in North America, East Asia and the Mediterranean basin, where with few exceptions, endemicity is not yet established. Globally, we estimated that the population in areas with high climate suitability has grown by approximately 2.5 billion. In the Global South, this increase was largely driven by population growth in areas with historically favorable climate suitability, while in the Global North this increase predominantly occurred in previously unfavorable areas with limited population growth.This dataset includes the following supplementary data: <b>Supplementary Table 1</b> (supplementary_table1.xlsx): Estimated changes in land area with high climate suitability for dengue virus transmission from 1979-1983 to 2018-2022. <b>Supplementary Table 2</b> (supplementary_table2.xlsx): Estimated changes in population living in area with high dengue virus transmission suitability from 1979-1983 to 2018-2022. <b>Supplementary Table 3 </b>(supplementary_table3.xlsx): Categorization of countries and territories into the Global South and Global North from the United Nations Finance Center for South-South Cooperation.<b>Supplementary Data </b>(global_denv_suitability_trend.tif): Long-term trends in climate suitability for dengue virus transmission.
DOI: 10.6084/m9.figshare.27176202.v3
title: STRO 2.0 - Re-engineered data from Sound Toll Registers Online

description: This dataset contains the restructured and refactored data from Sound Toll Registers Online. The datamodel of STRO 2.0 is described in a paper submitted to the 2025 Digital Humanities in the Nordic and Baltic Countries Conference. The process is documented on a dedicated GitHub page: https://github.com/dhofu/stro20.<br>
DOI: 10.6084/m9.figshare.28853665.v1
title: Additional file 1 of An engineered miniACE2 protein secreted by mesenchymal stromal cells effectively neutralizes multiple SARS-CoV- 2 variants in vitro

description: Additional file 1.
DOI: 10.6084/m9.figshare.3029698.v1
title: Surface model of the natural cast of theropod dinosaur footprint T2/4 from Münchehagen (Lower Cretaceous, Germany)

description: Surface model of the natural cast of theropod dinosaur footprint T2/4 from Münchehagen (Lower Cretaceous, Germany)
DOI: 10.6084/m9.figshare.3545567.v2
title: Dr Anand Kumar Biodata.docx.doc

description: This is my bio data<br>
DOI: 10.6084/m9.figshare.11692512.v1
title: MOESM5 of Development of Natural Compound Molecular Fingerprint (NC-MFP) with the Dictionary of Natural Products (DNP) for natural product-based drug development

description: Additional file 5. Chemical compounds of the binary classification task II.
DOI: 10.6084/m9.figshare.1538627.v1
title: Plant Paleopolyploidy

description: Known ancient whole genome duplications among the flowering plants and their positioning on a phylogenetic tree of flowering plant species with sequenced genomes.
DOI: 10.6084/m9.figshare.22133477.v3
title: Data from 'The role of art in coastal and marine sustainability'

description: These data accompany the article ‘The role of art in coastal and marine sustainability' (Matias et al., 2020). The main research question was: <em>What is the role of art in the sustainability of coasts and seas?</em> To answer this question we undertook a systematic literature review. We describe the diversity of studies in terms of geographical distribution, art forms, audiences, and their contribution to sustainability. We associate artworks with envisaged human actions (e.g., raising awareness, fostering collaboration, and learning) and relate them with impacts on attitude, behaviour, and knowledge. <strong>File 1</strong> is a figure representing the classification of art forms used for this study (adapted from McCarthy et al., 2001). <strong>File 2</strong> presents the flowchart diagram for the identification of studies for the systematic review of the literature (adapted from Page et al., 2021). <strong>File 3</strong> is the string of search used in Scopus and Web of Science databases. <strong>File 4</strong> is the dataset of 79 articles narrowed for this literature review. The * marks the 19 sub-dataset articles that measure impact of the artistic activities. <br>
DOI: 10.17632/ctytmbbn29
title: The effect of seasonal variation in common inter-tidal UK macroalgae wrack extracts on model plant seedling growth and soil respirometry

description: Data relating to submitted manuscript "The effect of seasonal variation in common inter-tidal UK macroalgae wrack extracts on model plant seedling growth and soil respirometry"
DOI: 10.17632/h32y9bpnyy
title: Gut-Brain Study Data

description: Anonymized data from the "The Gut-Brain Relationship: Investigating the effect of multispecies probiotics on anxiety in a randomized placebo-controlled trial of healthy young adults." study.
DOI: 10.6084/m9.figshare.1314971.v1
title: Effects of thyroid hormone on HSV-1 gene regulation: implications in the control of viral latency and reactivation

description: Effects of thyroid hormone on HSV-1 gene regulation: implications in the control of viral latency and reactivation
DOI: 10.6084/m9.figshare.23607720.v1
title: patient66.rar

description: A Patient with fundus images that taken by Ret-cam.
DOI: 10.6084/m9.figshare.25809748.v1
title: Table 1. Raw data of the effect of exogenous auxin application on three varieties of coleus cutting stem.xlsx

description: <b>This dataset contains raw data on the effect of e</b><b>xogenous auxin application to accelerate the growth performances of </b><b><i>Coleus scutellarioides</i></b><b> stem cuttings. </b>
DOI: 10.6084/m9.figshare.14376836.v1
title: Gridded global soil autotrophic respiration and carbon allocation from GPP to soil autotrophic respiration dataset

description: This is a global soil autotrophic respiration (RA) product from 1981 to 2017 (Forest.Ra.rf.10Fold.CV.720.360.1981.2017.nc) based on field observations and environmental variables using random forest in forest ecosystems, which was expressed as g C m-2 yr-1. The RA product has a spatial resolution of 0.5 degree and a temporal resolution of one year.<br>This is a global carbon allocation (unitless) product product from 1981 to 2017 (Ra.allocation.1982.2015.nc) calculated as a fraction of soil autotrophic respiration and gross primary production in forest ecosystems. The carbon allocation product has a spatial resolution of 0.5 degree and a temporal resolution of one year.<br>The files with ".R" mean the R code used to produce soil autotrophic respiration, carbon allocation and further analysis, e.g. trend analysis.<br>Forest_Ra.csv is the dataset of field observations of soil autotrophic respiration in forest ecosystems.