cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28237913.v1
title: Simultaneous measurement of wind loads acting on trees using strain gauges and a load cell

description: Simultaneous measurement data of wind loads acting on trees using strain gauges and load cells, which was conducted to verify the accuracy of a method for measuring wind loads using multiple strain gauges.
DOI: 10.6084/m9.figshare.14430938.v3
title: Fig. 2a

description: Luminex assay characterizing MICAB1 mAb binding to 28 different alleles of MICA. Results are presented as the median fluorescence intensity corrected for the background control. Representative data from two independent experiments are shown.
DOI: 10.6084/m9.figshare.25600944.v1
title: Deteriorated Inscription Images

description: Deteriorated Inscription Image dataset
DOI: 10.17632/553zngdbpk
title: Beauty Premium DATASET

description: We conducted a trust game experiment to investigate whether women are trusted more when they wear makeup than when they do not. Facial attractiveness, which was manipulated through the application of makeup by a professional makeup artist, was measured before and after makeovers. Trustors were shown a photograph of their female counterparts before they made decisions about money transfers to trustees. The results showed that wearing makeup increased perceived attractiveness, which in turn led trustors to make larger transfers to female trustees during the trust game. Additionally, we discovered a pure makeup premium, which was mediated by gender. Specifically, female trustees with makeup received larger transfers than female trustees without makeup when the trustors were men, even after controlling for female trustees’ levels of attractiveness. We tested the following five hypotheses: Hypothesis 1: Wearing makeup increases perceived attractiveness. Hypothesis 2: Wearing makeup increases perceived trustworthiness. Hypothesis 3: Trustees with makeup receive larger transfers in the trust game than trustees without makeup. Hypothesis 4: Male trustors transfer more money to women with makeup than female trustors. Hypothesis 5: The makeup effect is larger in magnitude for less attractive female trustees.
DOI: 10.6084/m9.figshare.6269117.v1
title: nmr data arborinine

description: NMR spectra of arborinine<br>
DOI: 10.6084/m9.figshare.5772126.v1
title: The Effect of Electroless Bath Parameters and Heat Treatment on the Properties of Ni-P and Ni-P-Cu Composite Coatings

description: Ni-P-(Cu) composite coatings were applied on a St37 steel in an acidic bath of hypophosphite composite. The effect of the concentration of the Cu particles and pH of the solutionon the amount of Ni and P of the coatings, their morphology, and hardness of the coatings were explored. Some of the coated samples were also heat treated at 400ºC for 1 hour. The phases formed, the microstructure and the amount of the alloying elements of the coatings were analyzed by X-Ray powder diffraction (XRD), Scanning Electron Microscope (SEM) equiped with Energy Dispersive Spectroscopy (EDS). Results show that although adding Cu particles reduced the hardness of Ni-P coating (from 482.4 to 351.2 VH in 1 gr/lit Cu), within Ni-P-Cu composite coatings the hardness of Ni-P-Cu composite coating increased from 351.2 to 380.7 VH by increasing the Cu particles from 1 to 7 gr/lit. The structure of the coating was crystalline during the heat treatment making the coating harder. With increasing the pH of the solution from 4.5 to 7 and then to 9, the weight percent of P and the particle of Cu were reduced.
DOI: 10.6084/m9.figshare.7015190.v1
title: River channel connectivity shifts metabolite composition and dissolved organic matter chemistry

description: This excel workbook contains sheets with data obtained from surface water and hyporheic samples that were were collected from two subalpine streams in Rocky Mountian National Park, Colorado, USA. We collected surface and hyporheic water samples to monitor changes in fluvial chemistry through space (spanning 3 km of valley length at two watersheds with river networks of differing geomorphic complexity) and time (eight time points from high to low river flows). We selected two river segments (‘simple network’ and ‘complex network’), with nearly identical climate regimes and underlying geology, that differ substantially in channel complexity. We sampled three sites within the simple network and seven sites within the complex network (including within an active multi-thread beaver meadow complex (MS and SS), a beaver pond (BP1) that lacks surface water connectivity to the main channel, and confined upstream (UC) and downstream (LC) simple morphology river segments). We used complementary approaches, including EI GC-MS and excitation-emission fluorescence spectroscopy (EEMS Regions I through V), to quantify spatial and temporal differences in DOM molecular composition.<br><b>Data description:</b><br><br><b>AlpineSteam.mspLib</b> contains the EI GC-MS dataset<br><b>Complete_Dataset.xlsx </b>has three tabs:<br><i>1. Metadata: </i>provides the variable names, statistical IDs, and list of annotated metabolites<br><i>2. EI GC-MS: </i>normalized EI GC-MS data used for ordinations<br><i>3. Mass Fragments: </i>clustered spectrum of ion fragments for each TMS-derived metabolite, reporting the absolute ion intensity and the quasi-molecular ion <i>m/z </i>values. <br>Data Citation: Laurel M. Lynch, Nicholas A. Sutfin, Timothy S. Fegel, Claudia M. Boot, Timothy P. Covino, Matthew D. Wallenstein. River channel connectivity shifts metabolite composition and dissolved organic matter chemistry.
DOI: 10.17632/9m2df6j87m
title: Journal of Iran's Economic Essays; "Jostarhaye Eghtesadiye Iran; No. 40

description: The Journal publishes papers, including the following fields:

- Islamic economics and finance;

 - Iran's economy;

 - Fiqh (Islamic jurisprudence) and economics;

 - Philosophy of economics;

 - Economic theory;

 - Ethics;

- Islamic economic institutions

 - Islamic banking;

 - Economic development;

- Social security.
DOI: 10.6084/m9.figshare.11356262.v1
title: Raw data for "Identifying environmental drivers of benthic diatom diversity: the case of Mediterranean mountain ponds"

description: Raw data for "Identifying environmental drivers of benthic diatom diversity: the case of Mediterranean mountain ponds"
DOI: 10.6084/m9.figshare.5688919.v1
title: FLO1K - Maximum Annual Flow Time Series 1960-2015

description: NetCDF metadata:<br> netcdf FLO1K.ts.1960.2015.qma {<br> dimensions:<br> time = UNLIMITED ; // (56 currently)<br> lat = 21600 ;<br> lon = 43200 ;<br> variables:<br> double lat(lat) ;<br> lat:standard_name = "latitude" ;<br> lat:long_name = "latitude" ;<br> lat:units = "degrees_north" ;<br> double lon(lon) ;<br> lon:standard_name = "longitude" ;<br> lon:long_name = "longitude" ;<br> lon:units = "degrees_east" ;<br> float qma(time, lat, lon) ;<br> qma:_FillValue = -1.f ;<br> qma:grid_mapping = "crs" ;<br> qma:long_name = "maximum annual streamflow" ;<br> qma:description = "maximum mean monthly streamflow of the year" ;<br> qma:units = "m3/s" ;<br> float time(time) ;<br> time:units = "days since 1900-01-01 00:00:00" ;<br> time:standard_name = "time" ;<br> time:calendar = "gregorian" ;<br> int crs ;<br> crs:long_name = "Lon/Lat Coords in WGS84" ;<br> crs:grid_mapping_name = "latitude_longitude" ;<br> crs:longitude_of_prime_meridian = 0. ;<br> crs:semi_major_axis = 6378137. ;<br> crs:inverse_flattening = 298.257223563 ;<br> <br> // global attributes:<br> :Conventions = "CF-1.6" ;<br> :title = "FLO1K: global maps of mean, maximum and minimum annual streamflow at 1 km resolution from 1960 through 2015" ;<br> :institution = "Radboud University & PBL Netherlands Environmental Assessment Agency" ;<br> :source = "FLO1K v1.0" ;<br> :scenario = "Historical run 1960-2015, yearly timesteps" ;<br> :comment = "" ;<br> :references = "For documentation, see Barbarossa et al. (Sci. Data, 2018)" ;<br> :disclaimer = "This data was produced with the utmost care, based on methods described in the above article. Please cite the above article when using any part of this data in your work." ;<br> :history = "Created on 2017-12-07" ;<br> }
DOI: 10.6084/m9.figshare.5043139.v5
title: Introduction to Dynamic Modeling of Infectious Diseases

description: An introduction to infectious disease transmission modeling. Goals are for audience to be able to:<br>1. Understand the natural history of infection <br>2. Explain SIR model formulation Define the basic reproduction number (R0) <br>3. Calculate vaccinated proportion needed for pathogen elimination <br>4.Explain the effect of demography on epidemics<br><br>Latest slide set with video, MMED 2017:- 'BellanIntrotoDisDynamics.pdf'- 'Bellan-Intro to Inf Dis Modeling.mp4'<br>Latest slide set, MMED 2018:'PulliamIntrotoDisDynamics2018.pdf'
DOI: 10.6084/m9.figshare.21485871.v2
title: LUCC

description: <strong>Land use</strong>
DOI: 10.6084/m9.figshare.25750449.v1
title: Phylogenomic data resolved the deep relationships of Gymnogynoideae (Selaginellaceae)

description: The so far unresolved phylogenetic framework within Selaginellaceae<i> </i>subfamily Gymnogynoideae<i> </i>(ca. 130 species) has hindered our comprehension of the diversification and evolution of Selaginellaceae, one of the most important lineages in land plant evolution. Here, based on plastid and nuclear data extracted from genomic sequencing of more than 90% species of all genera except two in Gymnogynoideae, a phylogenomic study focusing on the contentious relationships among the genera in Gymnogynoideae was conducted. Our major results included: (1) Only single copy region (named as NR) and only one ribosomal operon was firstly found from <i>Afroselaginella</i> in vascular plants; (2) The plastome structure of Gymnogynoideae is diverse among the six genera and the DR type is inferred as the ancestral state in the subfamily; (3) The first strong evidence was found to support <i>Afroselaginella </i>as sister to <i>Megaloselaginella</i>; (4) Alternative placements of <i>Ericetorum</i> and <i>Gymnogynum</i> were detected, and their relationships were investigated by analyzing the variation of phylogenetic signals; and (5) The most likely genus-level relationships in Gymnogynoideae might be: ((<i>Bryodesma</i>, <i>Lepidoselaginella</i>), (((<i>Megaloselaginella</i>, <i>Afroselaginella</i>), <i>Ericetorum</i>), <i>Gymnogynum</i>)), which was supported by maximum likelihood phylogeny based on plastid datasets, maximum likelihood and bayesian inference based on SCGs dataset and concatenated nuclear and plastid datasets, and highest proportion of phylogenetic signals of plastid genes.
DOI: 10.6084/m9.figshare.3555165.v1
title: Appendix B. The CCAs of the artificial data set, with explanatory variables coded into 3, 4, 5, 6, and 7 fuzzy categories, showing adjusted percentages of variance explained in each case.

description: The CCAs of the artificial data set, with explanatory variables coded into 3, 4, 5, 6, and 7 fuzzy categories, showing adjusted percentages of variance explained in each case.
DOI: 10.6084/m9.figshare.12409016.v1
title: Three Sensitizing Dimensions of Quality, Epistemological Access and Student Satisfaction

description: This is a cross sectional survey from the university students.
DOI: 10.6084/m9.figshare.20346894.v1
title: Spindle assembly time-lapse

description: Timelapse images of meiotic spindle self-organization in Xenopus egg extracts (red: tubulin; green: DNA)
DOI: 10.6084/m9.figshare.26303476.v5
title: Supplementary materials. Do laws provoke or prevent green grabbing? A systematic review.

description: As the ecological transition accelerates, green grabbing is expected to intensify. Our systematic review of 80 empirical cases offers an overview of how soft and hard legal frameworks can both enable and prevent green land acquisitions. While current international development policies legitimise, and national laws operationalise green grabs, accelerating the shift from communal to private property regimes, some cases highlight the transformative potential of “law from below.” These bottom-up legal reforms, driven by grassroots initiatives, may offer meaningful resistance to mitigate the impacts of green grabbing.
DOI: 10.17632/wb734hz2wc
title: Moderate-intensity aerobic exercise training improves CD8+ tumor-infiltrating lymphocytes effector function by reducing mitochondrial loss

description: Dataset for the article figures.
DOI: 10.6084/m9.figshare.28557851.v1
title: Additional file 5 of Development of an instrument (Cost-IS) to estimate costs of implementation strategies for digital health solutions: a modified e-Delphi study

description: Additional file 5. The costing implementation strategies (Cost-IS) instrument- a worked example.
DOI: 10.6084/m9.figshare.8282747.v1
title: Iba1 & GAD67 8209 GP 1 mid-CNIC panoramas

description: Iba1 & GAD67 8209 GP 1 mid-CNIC panoramas 2019 paper
DOI: 10.6084/m9.figshare.14485155.v1
title: Basic psychological needs and climate relevant self-protection

description: These are two sets of data that I collected in 2018 and 2019 in Germany. They assess basic psychological need satisfaction, various indicators of pro-environmentalism, and self-protective strategies people commonly use when facing the threat of climate change. The corresponding study (Wullenkord, submitted) investigated relations between basic psychological need satisfaction and climate-relevant defensive self-protection.<br>
DOI: 10.6084/m9.figshare.21685748.v1
title: Student academic data

description: The datasets contain below files: 1. Data_Course.txt: this file contains the year and semester in which the course set up, ID of student who selects the course, course ID, ID of teacher who teaches the course, and course credit. 2. Data_Exam.txt: this file contains year and semester in which the student attends course, course ID, course name, ID of student who takes the test, first takes/retakes exam, exam score, and course credit. 3. Data_Schoolarship.txt: this file contains the amount of each scholarship awarded, semester (expressed in years) and ID of student who obtains scholarship. 4. Data_Campus_card.txt: this file contains ID of student whose record, meal time and consumption amount.
DOI: 10.6084/m9.figshare.23685798.v4
title: Eikonal equation-based earthquake location by using three seismic phases

description: Based on numerical solving eikonal equation, we invert earthquake location by using the traveltimes of three phases.
DOI: 10.6084/m9.figshare.7698236.v1
title: Wild-Type Cells 1-12

description: Fission yeast growth videos. Wild-type cells growing in rich medium (YES) at 30˚C.<br>
DOI: 10.6084/m9.figshare.3553950.v1
title: Appendix F. Effect of temperature and nitrogen on herbivore phenology (i.e., three-way interaction between temperature, nitrogen, and time).

description: Effect of temperature and nitrogen on herbivore phenology (i.e., three-way interaction between temperature, nitrogen, and time).
DOI: 10.6084/m9.figshare.27898149.v1
title: data.zip

description: Programmed death-ligand 1 (PD-L1) is an important biomarker increasingly used as a predictive marker in breast cancer immunotherapy. Immunohistochemical quantification is the current standard assessment method; however, it presents challenges in terms of time, cost, and reliability. Hematoxylin and eosin (H&E) staining is a routine staining method in cancer pathology, known for being easily accessible and consistently reliable. Deep learning has demonstrated the potential to predict biomarkers in cancer histopathology. This study uses a weakly supervised, multiple instance learning(MIL) approach to predict PD-L1 expression from H&E-stained images using deep learning techniques. In the internal test set, the TransMIL method achieved an area under curve (AUC) of 0.833, and in an independent external test set, it achieved an AUC of 0.799. Additionally, since RNA sequencing results indicate a threshold that makes H&E pathology images separable, we also conducted predictions on the public TCGA-TNBC database, achieving an AUC of 0.721. This demonstrates that the Transformer-based TransMIL model can effectively capture highly heterogeneous features within a MIL framework, exhibiting strong cross-center generalization ability. Our study shows that appropriate deep learning techniques can enable effective PD-L1 prediction on datasets with limited data and across regions and centers. This not only demonstrates the significant potential of deep learning in pathological AI but also provides a valuable reference for the rational and efficient allocation of medical resources.
DOI: 10.6084/m9.figshare.28261709.v3
title: <b>The data of </b><b>Macrophyte Restoration Promotes Lake Microbial Carbon Pump to Enhance Aquatic Carbon Sequestration</b>

description: Macrophyte-based lake restoration
DOI: 10.6084/m9.figshare.3558000.v1
title: Appendix A. Detailed description of the project, including additional information on the study design and success rate, a budget estimate for the project as implemented by citizen scientists vs. professional biologists, and the identification of nonmonetary benefits of using citizen scientists.

description: Detailed description of the project, including additional information on the study design and success rate, a budget estimate for the project as implemented by citizen scientists vs. professional biologists, and the identification of nonmonetary benefits of using citizen scientists.
DOI: 10.6084/m9.figshare.3527987.v1
title: Appendix B. Partial regression plots of only those explanatory variable exhibiting effects (“effects” model) on mean and coefficient of variation of Neotropical migrant density at transects during spring.

description: Partial regression plots of only those explanatory variable exhibiting effects (“effects” model) on mean and coefficient of variation of Neotropical migrant density at transects during spring.
DOI: 10.6084/m9.figshare.19499606.v1
title: patches and local annotations, slide 020, zoom 248x248 um2

description: patches and local annotations: data for slide with ID of the last 3 characters of the file name: local annotations in csv format and a folder with patches at zoom level indicated at the 6th character of the file name
DOI: 10.6084/m9.figshare.9906671.v1
title: MALDI-MS spectra_infection with Serratia marcescens_discriminant fingerprint

description: MALDI mass spectra from hemolymph of individually challenged honey bees with <i>Serratia marcescens</i> strain. These spectra were used to compare with those from infected honey bees with <i>Serratia entomophila </i>in order to discriminate the respective systemic molecular patterns at the species level within these two Gram negative strains.
DOI: 10.6084/m9.figshare.25458112.v1
title: <b>Data set of the mineralogical exploration of biotite and </b><b>hornblende</b><b> in Long Valley rhyolite (XI Jaixin, 2024). </b>

description: Experimental results for the mineralogical investigations of biotite and hornblende in rhyolite from Long Valley, CA.
DOI: 10.17632/ywshy2r6dv
title: Programmable cell aggregation by a synthetic biosilicification approach

description: The raw images of the paper "Programmable cell aggregation by a synthetic biosilicification approach".
DOI: 10.6084/m9.figshare.28377707.v1
title: <b><i>C</i></b><b>olletotrichum species_Alignments</b>

description: <i>Colletotrichum</i> is a cosmopolitan fungal genus known for its important role as a plant pathogen. Its species cause diseases such as anthracnose, leaf spots, blights, and rots, impacting a wide range of hosts. <i>Colletotrichum</i> species also exhibit endophytic and saprobic life modes. The genus comprises species complexes, many of which include cryptic species that are morphologically similar but phylogenetically distinct. The genus is characterized by hyaline and aseptate ascospores and conidia, with the ascospores being cylindrical to oval or fusiform, and the conidia mostly ellipsoidal to ovoid. As part of ongoing research on phytopathogenic fungi, we gathered diseased leaves and pods with spots, blight and blotches from Chiang Mai, Chiang Rai, and Tak provinces in Thailand. For species identification and delimitation, we employed a biphasic approach incorporating morphological data and multigene phylogenetic analyses of the locus of the internal Transcribed Spacer (ITS, nuclear rDNA consisting of ITS1-5.8S-ITS2), and the genes encoding for glyceraldehyde-3-phosphate dehydrogenase (<i>GAPDH</i>), chitin Synthase 1 (<i>CHS</i>1), actin (<i>ACT</i>), beta-tubulin 2 (<i>TUB</i>2), histone (<i>H</i>3), and calmodulin (<i>CAM</i>). We obtained 20 <i>Colletotrichum</i> isolates representing eight species, among which we propose two new species: <i>Colletotrichum dendrobii</i> (from <i>Dendrobium</i> sp.) and <i>C. musichiangmaiense</i> (from <i>Musa</i> sp.). We also establish 13 new host records (for six species): <i>C. castaneae</i> (on <i>Jasminum grandiflorum</i>), <i>C. chrysophilum</i> (on <i>Terminalia</i> sp.), <i>C. endophyticum</i> (on <i>Artocarpus heterophyllus</i>, <i>Begonia luxurians</i>, <i>Cassia</i> sp., <i>Castanopsis</i> sp., <i>Ficus auriculata</i>, and <i>Schefflera</i> sp.), <i>C. fructicola</i> (on <i>Castanea</i> sp., <i>Hedychium</i> sp., and <i>Rhododendron</i> sp.), <i>C. jiangxiense</i> (on <i>Artocarpus</i> sp.), and <i>C. schimae</i> (on <i>Jasminum</i> sp.). In addition, this is the first study to present the sexual morph of <i>C. endophyticum</i> and to synonymize <i>C. noveboracense</i> under <i>C. chrysophilum</i>.
DOI: 10.6084/m9.figshare.28400801.v2
title: Supplementary materials

description: <b>The supplementary materials for the study "Effects of High-Salt Intake on Glucose Metabolism, Liver Function, and the Microbiome in Rats: Influence of ACE Inhibitors and </b><b>Angiotensin II Receptor Blockers" submitted by Xiaoli Zhang et al.</b>
DOI: 10.6084/m9.figshare.28712414.v1
title: Thonningianin A disrupts pA104R−DNA binding and inhibits African swine fever virus replication

description: African swine fever is a highly lethal disease caused by the African swine fever virus (ASFV), posing a significant threat to the global pig industry, wherease no approved treatments are currently available. The ASFV DNA-binding protein, pA104R, plays a critical role in viral genome packaging and replication, making it a key target for drug discovery. Through structure-based virtual screening, we identified a polyphenolic compound, thonningianin A, which disrupts the pA104R−DNA binding and significantly inhibits ASFV replication. Mechanistic study revealed that thonningianin A binds to the DNA-binding region of pA104R, forming strong hydrogen bonds with H100 and occupying the vital DNA-binding residues K92, R94, and K97. In addition, we resolved the high-resolution (1.8 Å) structure of pA104R (PDB ID 9JS5), providing valuable insights for future drug screening. Together, these results demonstrate that thonningianin A holds great potential for the development of anti-ASFV drug, as a herb extract with favourable pharmacokinetic properties and safety.
DOI: 10.6084/m9.figshare.19434545.v1
title: Muti-omics reveals that the gut microbiome and its metabolite promotes milk fat synthesis in Zhongdian Yak cows

description: Metagenomics of the gut microbiome of Yak cows
DOI: 10.6084/m9.figshare.20629626.v1
title: Underlying data for Wang, Delle, Asiminas_et_al 2022 study in Cell Reports Methods

description: This contains raw and analyzed data as well as matlab code and figure in adobe ilustrator format for all main figures of the Wnag, Delle, Asiminas et al 2022 study.