cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14674020.v2
title: Random Number List

description: A .json file with a list of 1000 random numbers between 0 to 100.
DOI: 10.17632/x3jh9w9k7h
title: Water quality and phytoplankton along a 500 kilometer transect of the St. Lawrence River from its outflow at Lake Ontario

description: Observation of phytoplankton and water chemistry along the main channel of the St. Lawrence River was made at a high spatial resolution (every 12 km) in order to infer the factors that influence development of this phytoplankton community.  The phytoplankton community in the main channel was collected over a 10-d period (mid July 2018) from the headwaters to near the beginning of the St. Lawrence River estuary.  Data for  georeferenced sample locations include: size fractionated chlorophyll-a concentration (>20 µm, 20-2 µm, 2-0.2 µm), total phosphorus, nitrate, chloride, sulfate,   and phytoplankton community composition in four groups  (Chlorophyta & Euglenophyta, Heterokontophyta and Pyrrophyta; phycocyanin-rich Cyanobacteria, phycoerythrin-rich Cyanobacteria & Cryptophyta) measured using a FluoroProbe. Total phosphorus concentration in river water increased with distance downstream (154 to 2,750 nM) and phytoplankon biomass (1.4 to 10.5 µg chl-a/L) was strongly correlated to the concentration of total phosphorus.  Diatoms, chrysophytes and dinoflagellates dominated the phytoplankton community at the outlet of Lake Ontario and total chlorophyll-a concentrations increased three-fold with 500 km transit downstream from Lake Ontario; phycocyanin-rich Cyanobacteria showed the greatest proportional increase (227%). Observations support the hypothesis that the phytoplankton community composition in this large river is strongly influenced by the headwater characteristics (Lake Ontario) and gradually influenced by entrainment of nutrient-rich tributary waters.
DOI: 10.6084/m9.figshare.13387076.v1
title: Supplementary Material for: Prediction of Therapeutic Outcome in a Naturalistic Setting Using Pretreatment Psychological Distress Indicators

description: <b><i>Background:</i></b> Outcome predictions allow to improve psychotherapy and to increase economic benefit. The efficient translation into practice requires simple prediction methods. The present study evaluates the prediction of treatment outcome based on initial distress level. <b><i>Methods:</i></b> Routine data of a university psychotherapy outpatient clinic were used (<i>N</i> = 3,145, M<sub>age</sub> = 35.8, 67% female). Low versus high distress patients (classified by overall psychological distress, symptomatology, and previous treatment) were compared on total reduction in psychopathology, (early) response, remission, and premature treatment discontinuation using <i>t</i> tests and logistic regressions. Response and remission were assessed via relative (percentage improvement) and absolute measures (Reliable Change Index; RCI). <b><i>Results:</i></b> Distress level was inversely related to percentage improvement (OR = 0.62) and remission (OR = 0.34). It was positively related to total reduction in psychopathology (<i>d</i> = 0.63), RCI response (OR = 2.37), and treatment discontinuation (OR = 2.15). Early response and treatment discontinuation partially mediated the relationship between distress level and treatment outcome. <b><i>Conclusions:</i></b> Treatment success tends to be lower when initial distress is high, but this finding appears contingent on the operationalization of treatment outcome. The presented classification approach is easy to implement in practice and may be useful in order to counter an excessive workload in psychotherapy trainees.
DOI: 10.6084/m9.figshare.13675816.v2
title: Data, process documentation and plotting routines for figures in "Advancing Artificial Neural Network Parameterisation for Atmospheric Turbulence using a Variational Multiscale Model"

description: This publication contains the data, process overview, analysis code and plotting routines that underpin the manuscript "Advancing Artificial Neural Network Parameterisation for Atmospheric Turbulence using a Variational Multiscale Model", submitted to the Journal of Advances in Modeling Earth Systems. The data is organised in two sub-directories: One for the Python scripts that make up the process pipeline of the study, and one for reconstructing the figures in the manuscript, with each folder containing the Python code and uncompressed simulation output data required to reproduce each figure.
DOI: 10.6084/m9.figshare.21304524.v1
title: TES Measurements

description: Measurements taken from a photon-number-resolving transition-edge sensor (TES). The data includes calibrated area measurement data and timestamps for three multiplexed TES channels for a coherent state of mean photon number 57. Data is saved in the form of numpy arrays where Ch# indicates channel number and dat# indicates the corresponding data series. Both area measurements and timestamps are in arbitrary units.
DOI: 10.6084/m9.figshare.3565473.v1
title: Appendix H. A figure showing temporal changes in species richness (Margalef´s index d), evenness (Pielou´s evenness index J') and diversity (Shannon-Wiener diversity index H').

description: A figure showing temporal changes in species richness (Margalef´s index d), evenness (Pielou´s evenness index J') and diversity (Shannon-Wiener diversity index H').
DOI: 10.6084/m9.figshare.28358363.v1
title: Supplementary Material for: Psychological Impact in Early Pregnancy Loss. The Effects of Disclosing the Causative Chromosomal Anomaly.

description: Introduction: The study investigates whether the disclosure of the chromosomal anomaly causing early pregnancy loss (EPL) favors the grief process and reduces psychological distress.
Methods: Women experiencing EPL were invited to participate in the study at the time they were offered chorionic villi sampling (CVS) and karyotyping before uterine evacuation. They completed two online surveys: one a week after EPL and another a month later, after receiving cytogenetic results. The surveys measured anxiety (HAD), BDI-II cognitive depression factor items, post-traumatic stress disorder (IES-R), and rumination (RRS-10). Participants were divided into groups based on the chromosomal anomaly found at CVS: A1 (autosomal trisomy), A2 (other anomalies), and B (no anomalies).
Results: A significant score decline was observed in the four studied psychological scales assessing anxiety, depression, post-traumatic stress, and rumination, between the first and second survey. The proportion of women with a clinical score also demonstrated a significant decline, except for anxiety. When these changes were assessed after karyotypic group stratification, the group with other chromosomal anomalies (A2) showed the highest drop. This group also demonstrated a significantly higher depression score decline at multivariate regression analysis of the median. 
Conclusion: EPL significantly impacts women's mental health, with 19%-51% experiencing manifestations. Disclosing chromosomal anomalies may aid in psychological recovery, particularly in reducing clinical scores for depression.
DOI: 10.6084/m9.figshare.4290866.v1
title: ASCII Data Text Files from Measurement of the Earth's rotation: 720 BC to AD 2015

description: Observational Data and Spline Coefficients: Tables S1-S14 containing the observational data prior to 1600, the extract of lunar occultations from the CDS archive and table S15 containing the coefficients that approximate the spline fit to Delta T.
DOI: 10.17632/sbjw3s7vkk
title: Geostatistical datasets on heavy metal contaminations in water and sediment from Dadin-Kowa dam, Gombe State, Nigeria - Original Data

description: Data for publication in Data in Brief
DOI: 10.6084/m9.figshare.15102276.v1
title: AML panel patient samples

description: raw NGS data for QBDA AML panel
DOI: 10.14749/28504223
title: National Research and Experimental Development Survey (R&D) 2003/04_2021/22: All provinces in South Africa - Aggregated

description: &lt;p&gt; The time series dataset is a collection of all the aggregated data from the R&amp;D survey statistical reports, each for the reference periods covered by the survey. This data is consolidated into one data file to establish a time series representation for key variables.&lt;/p&gt;
DOI: 10.17632/dxppgfthzt
title: Revised and extended Utilities for the Ratip package

description: Abstract During the last years, the Ratip package has been found useful for calculating the excitation and decay properties of free atoms. Based on the (relativistic) multiconfiguration Dirac–Fock method, this program is used to obtain accurate predictions of atomic properties and to analyze many recent experiments. The daily work with this package made an extension of its Utilities [S. Fritzsche, Comput. Phys. Comm. 141 (2001) 163] desirable in order to facilitate the data handling and interpretation... Title of program: UTILITIES (version 2) Catalogue Id: ADPD_v2_0 Nature of problem In order to describe atomic excitation and decay properties also quantitatively, large-scale computations are often needed. In the framework of the RATIP package, the UTILITIES support a variety of (small) tasks. For example, these tasks facilitate the file and data handling in large-scale applications or in the interpretation of complex spectra. Versions of this program held in the CPC repository in Mendeley Data ADPD_v1_0; UTILITIES; 10.1016/S0010-4655(01)00400-3 ADPD_v2_0; UTILITIES (version 2); 10.1016/j.cpc.2006.04.010 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.28256078.v1
title: Flights

description: Flights
DOI: 10.6084/m9.figshare.3517373.v1
title: Appendix D. Validation results per population-season.

description: Validation results per population-season.
DOI: 10.6084/m9.figshare.4028703.v3
title: Calculations for tissue specificity of genechip mouse GSE10246

description: A tab-separated values (TSV) file for RefEx_tissue_specific_genechip_mouse_GSE10246<br>A value of "NULL" means not applicable (N/A).<br><br>Tissue specificity matrix were constructed consisting of 1 for over-expressed outliers, -1 for under-expressed outliers, and 0 for non-outliers that corresponds to the original gene expression matrix by applying the ROKU method.
DOI: 10.17632/gcpptxtmy3
title: A. thaliana Col-0 adult leaf time-lapse images_Part II

description: Raw confocal data used in the following Manuscript: 
TITLE: Cell-cycle-linked growth reprogramming encodes developmental time into leaf morphogenesis
JOURNAL: Current Biology
Article Type: Research Article 
Authors: Xin-Min Li, Hannah Jenke, Sören Strauss, Christos Bazakos, Gabriella Mosca, Rena Lymbouridou, Daniel Kierzkowski, Ulla Neumann, Purva Naik, Peter Huijser, Stefan Laurent, Richard S. Smith, Adam Runions, Miltos Tsiantis*
*Corresponding Authors: Miltos Tsiantis (tsiantis@mpipz.mpg.de)
The development of Col-0 adult leaves (leaf8) was live-imaged every 24 hours (D, days after initiation). In addition to part I (doi: 10.17632/tvphv797m8.1), here are another two biological samples.
TdTomato signals from the plasma membrane were captured by a Leica TCS SP8 Confocal Laser Scanning Microscope, and images were channel-split and converted into .tif format stacks using FIJI. For further information, please refer to the related publication.
DOI: 10.6084/m9.figshare.10086137.v1
title: WGS of various HAP1 clones that have DNA repair deficiencies and/or were UV irradiated

description: Genetic variants (Strelka2 calls, excluding recurring variants) accumulated in HAP1 clones during 3 months in culture: two MSH2 k.o. clones; two MLH1 k.o. clones; one wild-type clone; one MLH1 k.o. UV-irradiated clone; one MSH2 k.o. UV-irradiated clone; one wild-type UV-irradiated clone, and one MUTYH k.o. UV-irradiated clone. Cells were exposed to UVC at 5 J/m2 three times, with an interval of 72h following each irradiation.
DOI: 10.6084/m9.figshare.25483120.v1
title: Chinese Scholars in the United States

description: These data support a paper examining researcher mobility between China and the United States showing overall growth in mobility between the two nations. A review based upon a scholar’s change of address from China to the United States or vice versa reveals mobility patterns. Between 2009 and 2018, an overall upward trend is noted for incoming scholars from China, as well as upward trends in those returning to China. Within the United States, researchers flow across states, but they are less likely to leave the larger, more R&D-rich states like California, New York, or Massachusetts. Chinese researchers are more likely to locate based upon reputation of research institutions than overall research spending or defense research locations. Mobility has a positive impact on China-U.S. collaboration numbers and citations.
DOI: 10.17632/4sg8c7xz8c
title: NEW CHALCONE COMPOUND EXHIBITS MICRORNA-MEDIATED ANTICANCER PROPERTIES IN GLIOBLASTOMA

description: This study sought to investigate the therapeutic efficacy of a new synthetic chalcone molecule, SHG-44, its cellular mechanistic actions, alongside its effects on the miRNome in U87MG and U251 glioblastoma cell line models. Our research hypothesis stated that SHG-44 would exhibit significant anti-cancer properties by modulating miRNA expression within glioblastoma cells.
To test this hypothesis, we conducted small RNA sequencing (sRNA-seq) to compare miRNA expression profiles between a control group (treated with 1% DMSO) and a treated group (treated with 100µM SHG-44) in U87MG glioblastoma cells. The resulting data revealed a list of deregulated miRNAs in the presence of SHG-44, with the logFC2 values indicating the degree of upregulation or downregulation of these miRNAs compared to the DMSO control group.
Our data showed that SHG-44 significantly altered the expression of various miRNAs, suggesting a potential mechanism by which this compound exerts its anti-cancer effects. Notable findings include the identification of several miRNAs that were markedly upregulated or downregulated, which could be key players in the regulatory pathways affected by SHG-44.
The data can be interpreted as evidence that SHG-44 modulates miRNA expression, thereby impacting cellular pathways crucial for glioblastoma cell survival and proliferation. This detailed analysis enables other researchers to understand the specific miRNAs affected by SHG-44 and provides a basis for further investigation into the molecular mechanisms underlying its therapeutic potential.
DOI: 10.6084/m9.figshare.25232381.v1
title: Data for npj digital medicine.zip

description: Data for npj digital medicine.The excel file like: All data\Original data\Data\\ for figure.xlsx" is the actual value of each data plot of figure 4 in the published article.Contact the corresponding author of the article if you have any questions.
DOI: 10.17632/v3h74xsnm8
title: Nobel indicators for measuring lifetime achievement of scientists: Supplementary

description: Supplementary file of "Nobel indicators for measuring lifetime achievement of scientists"
DOI: 10.6084/m9.figshare.28738244.v13
title: Logic innovation

description: Logic innovation 9-pdf
DOI: 10.6084/m9.figshare.15028959.v3
title: Photobiomodulation therapy with different wavebands for hair loss

description: Supplementary material
DOI: 10.6084/m9.figshare.20103206.v1
title: S1 data set.xlsx

description: The data were collected to assess the perception and knowledge of young adult women about breast cancer and breast self-examination. A community-based cross-sectional study was conducted in the Guraghe zone, southwest Ethiopia, to investigate views and understanding of breast cancer and BSE on randomly selected 392 young adult women. The study participants were selected using a three-stage stratified sampling technique from urban and rural strata. The data is organized into four sections: 1 sociodemographic data 2 knowledge about breast cancer risk factors, early warning signs, and breast self-examination. The data collection tool was pretested and tested for reliability.
DOI: 10.6084/m9.figshare.28868882.v1
title: Supplemental material.docx

description: Supplemental material for the Research paper titled "An investigation on the application of rice husk ash in concrete"
DOI: 10.17632/w2btwcfkcs
title: Vietnam fiscal decentralization

description: The dataset, collecting budget settlement data from 2004-2021, examines fiscal decentralization between central government and 63 provincial governments in Vietnam.
DOI: 10.17632/yhg3ks3jzc
title: AC Voltage Response and Impedance

description: In sequential AC voltage response and the corresponding impedance
Multi-sine AC voltage response
DOI: 10.5281/zenodo.15307464
title: Constitutive activation and allosteric mechanisms underlying Gi/Gq signaling bias in SUCNR1 revealed by AlphaFold-based modeling and enhanced sampling simulations
DOI: 10.5281/zenodo.15307465
title: Constitutive activation and allosteric mechanisms underlying Gi/Gq signaling bias in SUCNR1 revealed by AlphaFold-based modeling and enhanced sampling simulations
DOI: 10.17632/jb2784hvxp
title: Revisiting the Relation between Financial Inclusion and Economic Growth: A Global Analysis Using Panel Threshold Regression

description: Data and codes used for empirical analyses of this paper
DOI: 10.6084/m9.figshare.28418339.v1
title: Underlying quantitative and qualitative data for a PHEEM study conducted in Syria 2023 under the title: <b>Restoring the clinical learning environment at teaching hospitals in post-Assad Syria: A PHEEM analysis and recommendations.</b>

description: Underlying quantitative and qualitative data for a PHEEM study conducted in Syria 2023 under the title: <b>Restoring the clinical learning environment at teaching hospitals in post-Assad Syria: A PHEEM analysis and recommendations.</b>
DOI: 10.6084/m9.figshare.15049122.v1
title: behavioral data.zip

description: "taskMVPA*" are experiment logs for each participant. Included experimental condition, response time, accuracy of each trial."perfacc" and "perfrt" were the summary files for all participants."subjinfo" contained information (age and gender) of participants.
DOI: 10.6084/m9.figshare.7813727.v1
title: Supplementary Material for: Identifying Features that Enhance Older Adults’ Acceptance of Robots: A Mixed Methods Study

description: <b><i>Background:</i></b> With global aging, robots are considered a promising solution for handling the shortage of aged care and companionships. However, these technologies would serve little purpose if their intended users do not accept them. While the socioemotional selectivity theory predicts that older adults would accept robots that offer emotionally meaningful relationships, selective optimization with compensation model predicts that older adults would accept robots that compensate for their functional losses. <b><i>Objective:</i></b> The present study aims to understand older adults’ expectations for robots and to compare older adults’ acceptance ratings for 2 existing robots: one of them is a more human-like and more service-oriented robot and the other one is a more animal-like and more companion-oriented robot. <b><i>Methods:</i></b> A mixed methods study was conducted with 33 healthy, community-dwelling Taiwanese older adults (age range: 59–82 years). Participants first completed a semi-structured interview regarding their ideal robot. After receiving information about the 2 existing robots, they then completed the Unified Theory of Acceptance and Use of Technology questionnaires to report their pre-implementation acceptance of the 2 robots. <b><i>Results:</i></b> Interviews were transcribed for conventional content analysis with satisfactory inter-rater reliability. From the interview data, a collection of older adults’ ideal robot characteristics emerged with highlights of humanlike qualities. From the questionnaire data, respondents showed a higher level of acceptance toward the more service-oriented robot than the more companion-oriented robot in terms of attitude, perceived adaptiveness, and perceived usefulness. From the mixed methods analyses, the finding that older adults had a higher level of positive attitude towards the more service-oriented robot than the more companion-oriented robot was predicted by higher expectation or preference for robots with more service-related functions. <b><i>Conclusion:</i></b> This study identified older adults’ preference toward more functional and humanlike robots. Our findings provide practical suggestions for future robot designs that target the older population.
DOI: 10.6084/m9.figshare.5128723.v1
title: Supplementary Material for: Variation of Meiotic Recombination Rates and MLH1 Foci Distribution in Spermatocytes of Cattle, Sheep and Goats

description: Despite similar genome sizes, a great variability in recombination rates is observed in mammals. We used antibodies against SYCP3, MLH1 and centromeres to compare crossover frequency, position along chromosome arms and the effect of crossover interference in spermatocytes of 4 species from the family Bovidae (<i>Bos taurus</i>, 2n = 60, tribe Bovini;<i> Ovis aries</i>, 2n = 54,<i> Capra hircus</i>, 2n = 60 and <i>Ammotragus lervia</i>, 2n = 58, tribe Caprini). Despite significant individual variability, our results also show significant differences in both recombination rates and the total length of autosomal synaptonemal complexes (SC) between cattle (47.53 MLH1 foci/cell, 244.59 µm) and members of the tribe Caprini (61.83 MLH1 foci, 296.19 µm) which can be explained by the length of time that has passed since their evolutionary divergence. Sheep displayed the highest number of MLH1 foci per cell and recombination density, although they have a lower diploid chromosome number caused by centric fusions corresponding to cattle chromosomes 1;3, 2;8 and 5;11. However, the proportion of MLH1 foci observed on the fused chromosomes in sheep (26.14%) was significantly lower than on the orthologous acrocentrics in cattle (27.6%) and goats (28.2%), and their distribution along the SC arms differed significantly. The reduced recombination rate in metacentrics is probably caused by interference acting across the centromere.
DOI: 10.15468/dl.t3up9e
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Valeriana jatamansi Jones)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is India",
 "Geometry POLYGON ((60.85388 15.95789, 105.0447 15.95789, 105.0447 39.31873, 60.85388 39.31873, 60.85388 15.95789))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009350-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.16559517.v3
title: Dataset for: probabilistic classification model for isotope detection in high-resolution mass spectrometry

description: File containing isotopic distribution from the entries in DDS-Tox database. The distribution are obtained by combining the results from the fine and coarse isotopic distribution calculator from pyOpenMS v2.6.0.
DOI: 10.26188/28823072.v1
title: Litoria verreauxii alpina reproduction focused transcriptome

description: Reproduction focused transcriptome of the alpine tree frog (Litoria verreauxii alpina). Created using reads from whole RNA seq of brain, liver, and gonads from male and female frogs produced by the Australian Genome Research Facility. Genome annotation was performed using the FgenesH++ tool on the Galaxy Australia platform.